{"meta":{"query_hash":"02161fd6aff6","filters":{"venue":"Innovation in Aging"},"cohort_total":2424,"direct_labels_cover":3,"predictions_cover":2424,"exported":2424,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/02161fd6aff6","api":"https://metacan.xera.ac/api/v1/cohort?venue=Innovation+in+Aging"},"results":[{"id":"W2339454846","doi":"10.1093/geroni/igx004.625","title":"IMPLEMENTING A PROCESS OF RISK-STRATIFIED CARE COORDINATION FOR OLDER ADULTS IN PRIMARY CARE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Conestoga College; University of Waterloo","funders":"","keywords":"Referral; Context (archaeology); Nursing; Medicine; Health care; Service provider; Family medicine; Service (business); Business; Marketing","score_opus":0.023123841998783392,"score_gpt":0.351554887086581,"score_spread":0.32843104508779764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2339454846","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98951083,0.000097719414,0.00050249865,0.00022836248,0.00007733415,0.0010604142,0.00002411262,0.00002349121,0.008475228],"genre_scores_gemma":[0.99878263,0.0000029069504,0.00041528407,0.000038533904,0.00005336623,0.00015223863,0.0005209628,0.000012729771,0.000021319576],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99894667,0.000010598673,0.00047343,0.00020624566,0.00017230416,0.00019076331],"domain_scores_gemma":[0.9987602,0.000029565605,0.00047574812,0.00023460001,0.00048948836,0.000010383666],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002963044,0.0000897111,0.00016648113,0.00039080015,0.000113580776,0.000047772686,0.00009997818,0.000034469296,0.000011307398],"category_scores_gemma":[0.00024742907,0.000097115284,0.00002210915,0.00032736768,0.000029077852,0.00027526016,0.000046315487,0.00009208688,3.274117e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017057163,0.000087722525,0.8411096,0.009070219,0.000022731605,0.0000067634787,0.022419129,0.00008294008,0.00037850728,0.0036894898,0.00005757494,0.12290477],"study_design_scores_gemma":[0.0057859737,0.000027166667,0.9407551,0.0018115587,0.000027896624,3.1497487e-7,0.04866513,0.000616979,0.0017528886,0.000371027,0.00007960066,0.00010634334],"about_ca_topic_score_codex":0.0002034957,"about_ca_topic_score_gemma":0.00035368316,"teacher_disagreement_score":0.12279843,"about_ca_system_score_codex":0.00021800795,"about_ca_system_score_gemma":0.00016958846,"threshold_uncertainty_score":0.39602464},"labels":[],"label_agreement":null},{"id":"W2578419774","doi":"10.1093/geroni/igx004.1693","title":"DTLA-A NEW SCREENING TEST FOR LANGUAGE IMPAIRMENT IN AGING","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval; Institut Universitaire en Santé Mentale de Québec","funders":"","keywords":"Test (biology); Dementia; Primary progressive aphasia; Psychology; Normative; Executive functions; Medicine; Gerontology; Disease; Cognition; Clinical psychology; Developmental psychology; Psychiatry; Pathology","score_opus":0.05960589125590639,"score_gpt":0.3605351281285799,"score_spread":0.30092923687267353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2578419774","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9940323,0.000023726572,0.001333101,0.0031726025,0.00026336414,0.00029851345,0.0000060838393,0.000056980327,0.00081330625],"genre_scores_gemma":[0.99507505,0.0000026329028,0.0016187846,0.0023844233,0.00022231434,0.000019191404,0.000007367852,0.000015703494,0.0006545083],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99883723,0.000031230604,0.00038008127,0.00035481656,0.00009036979,0.00030626453],"domain_scores_gemma":[0.99908423,0.00030271904,0.00024338588,0.00031871675,0.000029143594,0.000021817485],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056411483,0.00011622861,0.00014117916,0.00039570933,0.00021396646,0.00013010805,0.00033653167,0.000050549086,0.000018817236],"category_scores_gemma":[0.0024160477,0.0001155698,0.00002491968,0.00036749244,0.000055523335,0.00030794562,0.00010615714,0.0001997801,0.000006386706],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016916321,0.000062476465,0.08645286,0.000030053445,0.0000014812455,0.00030595023,0.005055566,0.000060911265,0.86817616,0.00088983664,0.00029381167,0.038653996],"study_design_scores_gemma":[0.0047102883,0.00014868706,0.07688492,0.0005741825,0.000007117256,0.00015300425,0.0019784651,0.0026461564,0.90573704,0.002818703,0.0036730303,0.0006684293],"about_ca_topic_score_codex":0.00031310864,"about_ca_topic_score_gemma":0.00015253079,"teacher_disagreement_score":0.037985567,"about_ca_system_score_codex":0.00003773,"about_ca_system_score_gemma":0.000044212997,"threshold_uncertainty_score":0.47127995},"labels":[],"label_agreement":null},{"id":"W2724105727","doi":"10.1093/geroni/igx004.2843","title":"COST OF FAMILY CAREGIVING: SHORT AND LONG-TERM FINANCIAL CONSEQUENCES OF CANADIAN CAREGIVERS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Disadvantage; Entitlement (fair division); Promotion (chess); Business; Population; Long-term care; Demographic economics; Finance; Medicine; Economics; Nursing; Political science","score_opus":0.05070618351247955,"score_gpt":0.3270342154195581,"score_spread":0.27632803190707855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2724105727","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9875408,0.000057877267,0.00019296257,0.0007467693,0.00038600893,0.00012113089,0.0000191651,0.0000042254383,0.010931055],"genre_scores_gemma":[0.999585,0.00006455023,0.000082335624,0.000096497955,0.00005972648,0.0000058447445,0.000009374198,0.0000039274255,0.0000927972],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99922866,0.000030531766,0.00026559643,0.00012444812,0.00019268486,0.00015807238],"domain_scores_gemma":[0.999251,0.000034199482,0.00017175484,0.00012045764,0.00038927738,0.00003328106],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005223071,0.000059599188,0.00012003199,0.0005616431,0.0003894923,0.00006751449,0.00020033635,0.00006185294,0.000010574752],"category_scores_gemma":[0.0003776882,0.00006948591,0.000016980131,0.0003983543,0.00046319782,0.00022287719,0.000028903196,0.000073047275,1.9456375e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000023076627,0.0000041192475,0.7812669,0.000018728535,0.000005127846,0.000007089877,0.008125288,0.000044256154,0.0044801896,0.2026144,0.00008819395,0.0033433528],"study_design_scores_gemma":[0.00016540092,0.0000131709785,0.98941284,0.0002624418,0.0000052470446,8.4481303e-7,0.0066210004,0.00015865048,0.00096539134,0.00092193077,0.0013231062,0.000149959],"about_ca_topic_score_codex":0.23172982,"about_ca_topic_score_gemma":0.53558505,"teacher_disagreement_score":0.30385524,"about_ca_system_score_codex":0.00012611412,"about_ca_system_score_gemma":0.0006884421,"threshold_uncertainty_score":0.7733861},"labels":[],"label_agreement":null},{"id":"W2724139951","doi":"10.1093/geroni/igx004.300","title":"LIBERATING THE ARTS FROM THE THERAPY CULTURE IN DEMENTIA CARE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Art Therapy and Mental Health","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; York University; Toronto Rehabilitation Institute; University of Waterloo","funders":"","keywords":"The arts; Transformative learning; Dementia; Flourishing; Psychology; Sociology; Psychotherapist; Medicine; Pedagogy; Visual arts; Disease; Art","score_opus":0.07235815190452793,"score_gpt":0.3239979919153779,"score_spread":0.25163984001085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2724139951","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9692669,0.0010442113,0.00001428281,0.0057085664,0.00050368014,0.00023349839,0.000006809198,0.000016739441,0.023205325],"genre_scores_gemma":[0.99506253,0.00005965494,0.00003237136,0.00395029,0.0004968074,0.00002791385,0.000023897757,0.0000069425105,0.000339592],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99943095,0.000037043632,0.00022195753,0.00009892789,0.00009064978,0.00012049511],"domain_scores_gemma":[0.99955356,0.000037790396,0.00014015248,0.00021324822,0.000050144656,0.0000050850845],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027953644,0.00006742541,0.00006028279,0.000031774667,0.0012510398,0.00030380426,0.00020411724,0.000018326657,0.00016978043],"category_scores_gemma":[0.00001326555,0.000036944977,0.000012561873,0.000041580068,0.00008018053,0.0002455571,0.000031645377,0.00017890104,0.0000075551134],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001529041,0.000022914635,0.059498984,0.0000070975157,0.000015014612,0.0000020167417,0.6772628,0.000011196867,0.00036139425,0.18590854,0.0016156578,0.07527913],"study_design_scores_gemma":[0.001187093,0.000034380704,0.078548186,0.00027885154,0.0000036755703,4.9548885e-7,0.119526565,0.00012637967,0.0012530854,0.01443728,0.7844106,0.0001934225],"about_ca_topic_score_codex":0.0016424722,"about_ca_topic_score_gemma":0.008912891,"teacher_disagreement_score":0.78279495,"about_ca_system_score_codex":0.000029961826,"about_ca_system_score_gemma":0.000018878864,"threshold_uncertainty_score":0.9622113},"labels":[],"label_agreement":null},{"id":"W2724146657","doi":"10.1093/geroni/igx004.415","title":"INCLUDING OLDER PEOPLE IN RESEARCH TOWARD CHANGE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Older people; Work (physics); Pragmatism; Nursing; Psychology; Nursing homes; Health care; Focus group; Gerontology; Public relations; Medicine; Sociology; Political science; Engineering","score_opus":0.5202153715460808,"score_gpt":0.5766394420620155,"score_spread":0.05642407051593468,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2724146657","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96982497,0.00006606164,0.000079052734,0.017058684,0.0012778798,0.00047315008,0.0000013743958,0.000033104017,0.011185719],"genre_scores_gemma":[0.998357,0.000022375449,0.00013578254,0.0002421452,0.0005179029,0.0001909025,0.0000111822055,0.000014188114,0.0005085106],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998401,0.00020820921,0.0004656793,0.0002056689,0.00025795496,0.00046150826],"domain_scores_gemma":[0.99891055,0.00023087506,0.0001880405,0.00033286877,0.00031790265,0.00001977167],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036758562,0.0000691156,0.00015647948,0.0011219321,0.0009050171,0.00004282284,0.00023156065,0.000117756645,0.000119640834],"category_scores_gemma":[0.0009104189,0.00007159488,0.000010932524,0.0013736504,0.000033046344,0.0003430061,0.00023778864,0.0007859414,0.00007647205],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011466306,0.000023921855,0.8960691,0.00012464108,0.0000013723019,0.0000065668814,0.08031658,6.032697e-7,0.00028309398,0.004825789,0.0027710106,0.015565824],"study_design_scores_gemma":[0.0006513807,0.000008623064,0.9780617,0.00060241186,6.798173e-7,2.6811693e-7,0.014230858,0.00007477894,0.00006025366,0.0024718607,0.0037560014,0.000081196085],"about_ca_topic_score_codex":0.0075330194,"about_ca_topic_score_gemma":0.002881046,"teacher_disagreement_score":0.08199256,"about_ca_system_score_codex":0.00034168328,"about_ca_system_score_gemma":0.00012323873,"threshold_uncertainty_score":0.9990759},"labels":[],"label_agreement":null},{"id":"W2724152616","doi":"10.1093/geroni/igx004.4765","title":"PROTECTING OLDER CANADIANS AGAINST CYBER-CRIME AND SCAMS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Mainstream; Financial literacy; Government (linguistics); Psychological intervention; The Internet; Business; Public relations; Criminology; Political science; Psychology; Finance; Law; Psychiatry","score_opus":0.031291826583452774,"score_gpt":0.3287414039658361,"score_spread":0.29744957738238337,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2724152616","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9266187,0.000045013556,0.00010394825,0.003725508,0.00016587027,0.00018095043,4.559246e-7,0.00003205574,0.069127485],"genre_scores_gemma":[0.99863905,0.000024269373,0.00014584226,0.0005437739,0.00015888932,0.000014700734,0.0000010387729,0.0000062379872,0.0004662009],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99934095,0.000045005632,0.00015467427,0.0001354054,0.00011922092,0.0002047388],"domain_scores_gemma":[0.99962044,0.00003705222,0.00011041533,0.00012806096,0.00007762541,0.00002638448],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00073620706,0.000050345512,0.000064494605,0.00017297933,0.0013008285,0.00023139568,0.00012859824,0.0000457044,0.0000133621315],"category_scores_gemma":[0.00050943514,0.000056000354,0.000006846904,0.0003228752,0.00009324278,0.00034227414,0.000024347846,0.0001542501,0.0000042264105],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000031721167,0.000021579908,0.43649545,0.000028559603,0.000013225189,0.000027626902,0.104375,0.000008677286,0.006323578,0.028106546,0.0006569426,0.42393965],"study_design_scores_gemma":[0.0019916436,0.00003312634,0.88128424,0.002504625,0.0000129011105,0.0000049612413,0.03445623,0.0005118683,0.008995839,0.015166784,0.05397662,0.0010611899],"about_ca_topic_score_codex":0.049108073,"about_ca_topic_score_gemma":0.06219065,"teacher_disagreement_score":0.44478875,"about_ca_system_score_codex":0.00007618357,"about_ca_system_score_gemma":0.00012104119,"threshold_uncertainty_score":0.99999934},"labels":[],"label_agreement":null},{"id":"W2724196855","doi":"10.1093/geroni/igx004.1757","title":"VALIDITY OF A SCALE TO MEASURE COMMITMENT TO HIP PROTECTORS AMONG CARE PROVIDERS IN LONG-TERM CARE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia; Fraser Health; Nova Scotia Health Authority; Simon Fraser University","funders":"","keywords":"Cronbach's alpha; Exploratory factor analysis; Scale (ratio); Psychology; Cognition; Quality of life (healthcare); Reliability (semiconductor); Clinical psychology; Gerontology; Medicine; Nursing; Psychometrics; Psychiatry","score_opus":0.1419698559675198,"score_gpt":0.4423507316373006,"score_spread":0.3003808756697808,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2724196855","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9901129,0.000022123317,0.0005466746,0.0019356109,0.0010474527,0.0056077526,0.000045320678,0.000060757906,0.00062138925],"genre_scores_gemma":[0.99703634,0.0000011807496,0.0006026102,0.00042555734,0.00009245473,0.001732133,0.00004773446,0.000030059178,0.00003195495],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99702424,0.00045753812,0.0011685601,0.00040511411,0.00047399325,0.00047057724],"domain_scores_gemma":[0.99721557,0.000119243785,0.00069694174,0.0007525221,0.0011143734,0.000101366735],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009062068,0.00018387516,0.0003323953,0.0009376349,0.00068253785,0.000026369687,0.0003251658,0.00019051207,0.00003981655],"category_scores_gemma":[0.0010895322,0.0001976662,0.000028137789,0.0009674971,0.00004796129,0.00035558938,0.00021183262,0.00068845146,0.000020849073],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036175676,0.000012019335,0.9244293,0.0014084533,0.0000028655547,0.0000029188138,0.066936955,0.00012050732,0.0002647353,0.000046298926,0.000107895234,0.006631904],"study_design_scores_gemma":[0.00078045944,0.00006855145,0.97593015,0.0033238656,0.0000030331364,1.3910645e-7,0.018161133,0.0000096329795,0.0014282706,0.000039085957,0.000082851344,0.00017283848],"about_ca_topic_score_codex":0.010220642,"about_ca_topic_score_gemma":0.029091407,"teacher_disagreement_score":0.051500864,"about_ca_system_score_codex":0.0016674119,"about_ca_system_score_gemma":0.0003850454,"threshold_uncertainty_score":0.9963704},"labels":[],"label_agreement":null},{"id":"W2724283619","doi":"10.1093/geroni/igx004.367","title":"WHAT THE FISHERWOMAN SAID TO THE BOY: NARRATIVE CHARACTERISTICS OF WISDOM-FOSTERING EVENT MEMORIES","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Narrative; Flourishing; Normative; Psychology; Scrutiny; Social psychology; Event (particle physics); Meaning (existential); Developmental psychology; Epistemology; Literature; Psychotherapist","score_opus":0.09005534653477366,"score_gpt":0.41765669318163207,"score_spread":0.3276013466468584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2724283619","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9464986,0.00006105879,0.0006984236,0.048043523,0.0016889862,0.00024504878,0.0000027023198,0.000015167609,0.0027465043],"genre_scores_gemma":[0.9966021,0.000002942387,0.000041109015,0.00074784044,0.00018170585,0.00007308771,0.0000050550702,0.000010465049,0.0023356604],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9989091,0.00014107858,0.00037580286,0.00018406501,0.00016093819,0.00022899036],"domain_scores_gemma":[0.9987523,0.00010981635,0.00027870038,0.00065938645,0.00018590604,0.000013914651],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013309487,0.00009106986,0.00014985792,0.00012694005,0.00045928542,0.00017515582,0.0005216913,0.00004909166,0.00007615102],"category_scores_gemma":[0.00034107795,0.00005927403,0.000019188496,0.00027362694,0.00014496771,0.00024114667,0.00023422207,0.00027719105,0.000030144329],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020850959,0.000100043326,0.16442193,0.000049356742,0.00014498603,0.000034791276,0.5640857,0.000020630681,0.0010369413,0.018133255,0.011005767,0.24075806],"study_design_scores_gemma":[0.00044222304,0.00006861264,0.843433,0.00022705864,0.000006358299,0.000015146673,0.14636521,0.0000937044,0.0007985723,0.0013705284,0.0070305984,0.00014894658],"about_ca_topic_score_codex":0.00014487765,"about_ca_topic_score_gemma":0.00024373057,"teacher_disagreement_score":0.6790111,"about_ca_system_score_codex":0.000036604906,"about_ca_system_score_gemma":0.000027130483,"threshold_uncertainty_score":0.35324985},"labels":[],"label_agreement":null},{"id":"W2724329756","doi":"10.1093/geroni/igx004.2643","title":"ASSOCIATIONS BETWEEN SENSORY LOSS AND SOCIAL NETWORKS, PARTICIPATION, SUPPORT, AND LONELINESS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Vestibular and auditory disorders","field":"Neuroscience","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal; University of Toronto; University of British Columbia, Okanagan Campus; Kelowna General Hospital; University of British Columbia","funders":"","keywords":"Loneliness; Social support; Psychology; Psychological intervention; Social isolation; Sensory system; Social network (sociolinguistics); Population; Sensory loss; Developmental psychology; Medicine; Psychiatry; Social psychology; Social media; Environmental health; Cognitive psychology; Political science","score_opus":0.07089145834824102,"score_gpt":0.34747476949935047,"score_spread":0.27658331115110946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2724329756","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9919,0.000004525776,0.0038902666,0.003524518,0.00021661437,0.000087330875,0.000022312453,0.00003077426,0.00032363806],"genre_scores_gemma":[0.9990148,0.000006068,0.000040184503,0.00052801863,0.00029111022,0.0000065255076,0.00002227609,0.000008381158,0.000082645594],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99920654,0.00005014653,0.00027624797,0.00019419249,0.000112977636,0.00015987037],"domain_scores_gemma":[0.99947345,0.00009279915,0.00025860153,0.00009938283,0.000060327042,0.000015411366],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033570995,0.000070959875,0.00010996397,0.000107242995,0.0006667416,0.0001819706,0.0000772842,0.00005133552,0.0000053328854],"category_scores_gemma":[0.00062675914,0.000080044825,0.0000069687208,0.00018812623,0.0001393571,0.00036100714,0.000054540847,0.00012214565,0.0000027666883],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002057834,0.000016147162,0.98389184,0.000007755765,0.0000031003717,0.000005506113,0.00087805465,0.0003796691,0.0014590413,0.0054902863,0.00035927191,0.0075072874],"study_design_scores_gemma":[0.00044696807,0.0000067123005,0.9932984,0.000011548275,0.0000071253626,0.0000012701561,0.00005337956,0.0022193706,0.0012404851,0.0017678693,0.0008134429,0.00013340155],"about_ca_topic_score_codex":0.000023660905,"about_ca_topic_score_gemma":0.00002162959,"teacher_disagreement_score":0.009406605,"about_ca_system_score_codex":0.000018183955,"about_ca_system_score_gemma":0.000020184172,"threshold_uncertainty_score":0.5128104},"labels":[],"label_agreement":null},{"id":"W2724342549","doi":"10.1093/geroni/igx004.363","title":"MANIFESTATIONS OF WISDOM IN REAL-LIFE EXPERIENCES","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Empathy; Everyday life; Psychology; Variety (cybernetics); Phenomenon; Social psychology; Aesthetics; Epistemology; Art","score_opus":0.13191921780008403,"score_gpt":0.4692045318113572,"score_spread":0.33728531401127315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2724342549","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93183905,0.000023732387,0.00039240878,0.0012462476,0.00025981505,0.000072337105,8.1874396e-7,0.0000127416915,0.06615285],"genre_scores_gemma":[0.9987536,0.0000018957835,0.00017645927,0.00006829665,0.000030431744,0.0000702589,0.0000040458494,0.000004750056,0.0008902602],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99917525,0.00006150605,0.00034617112,0.00015329542,0.00009696984,0.0001667921],"domain_scores_gemma":[0.9993441,0.000080420126,0.00018141884,0.0003018357,0.00008018611,0.000012004402],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006296167,0.000048469257,0.000102054706,0.00040620993,0.000096322736,0.000020212012,0.00021753185,0.00005116829,0.00021018498],"category_scores_gemma":[0.0002905549,0.0000506577,0.000008058923,0.00032614445,0.00017795926,0.00013787243,0.000035006586,0.00014391991,0.000019659255],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017174729,0.00005277609,0.86175454,0.000009335319,0.000005863154,0.000062200044,0.060138818,0.0000070165383,0.00017635828,0.073802434,0.00036348193,0.0036100203],"study_design_scores_gemma":[0.0004672359,0.000013599901,0.95880055,0.000038638602,6.4904935e-7,0.0000075935095,0.039034974,0.000114963266,0.00010204009,0.0012653363,0.00009607977,0.000058322632],"about_ca_topic_score_codex":0.0023030015,"about_ca_topic_score_gemma":0.0004561053,"teacher_disagreement_score":0.09704605,"about_ca_system_score_codex":0.000020984802,"about_ca_system_score_gemma":0.000044563636,"threshold_uncertainty_score":0.34814647},"labels":[],"label_agreement":null},{"id":"W2724349325","doi":"10.1093/geroni/igx004.1063","title":"QUANTIFICATION OF FREE-LIVING MOBILITY IN COMMUNITY LIVING OLDER ADULTS USING WEARABLE SENSORS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institut Universitaire de Gériatrie de Montréal; Université du Québec à Montréal; Université de Sherbrooke","funders":"","keywords":"Affect (linguistics); Wearable computer; Gerontology; Geospatial analysis; Global Positioning System; Activities of daily living; Independent living; Logging; Medicine; Geography; Psychology; Computer science; Physical therapy; Telecommunications; Cartography","score_opus":0.10962254932869227,"score_gpt":0.42798316224772387,"score_spread":0.3183606129190316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2724349325","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9963023,0.000035998888,0.0008476725,0.0004149225,0.00050457305,0.0006390184,0.0000066972852,0.000060748833,0.001188083],"genre_scores_gemma":[0.99876106,0.000013666586,0.0009073381,0.00006694637,0.00006076362,0.000052116146,0.0000029723903,0.000024944984,0.00011016562],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967287,0.0009830279,0.0013417373,0.00027602492,0.00025003156,0.00042045565],"domain_scores_gemma":[0.9951093,0.0017840734,0.0011762166,0.001312552,0.0005978677,0.000019970505],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0057524494,0.00016321696,0.0003564778,0.00058418384,0.0016850388,0.00003225479,0.00049368467,0.00014647638,0.00004257269],"category_scores_gemma":[0.011253594,0.00017970662,0.000026301877,0.00078909,0.0001525693,0.00060617574,0.00059579394,0.0011404238,0.000007260008],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004980132,0.00017119908,0.95651484,0.0007167419,0.0000074710133,5.869484e-7,0.03833526,0.0003778166,0.002848043,0.00029258692,0.000031254523,0.00069923396],"study_design_scores_gemma":[0.00047234976,0.0000074676113,0.9543137,0.013612251,0.00000409692,3.366756e-7,0.020451287,0.010261622,0.0003609429,0.000361345,0.00000772233,0.00014686746],"about_ca_topic_score_codex":0.023880586,"about_ca_topic_score_gemma":0.016484724,"teacher_disagreement_score":0.017883971,"about_ca_system_score_codex":0.00035544828,"about_ca_system_score_gemma":0.00012528301,"threshold_uncertainty_score":0.99961466},"labels":[],"label_agreement":null},{"id":"W2724400032","doi":"10.1093/geroni/igx004.1327","title":"SCREENING AND ASSESSMENT OF ELDER ABUSE: AN EVALUATION OF NICE TOOLS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University; Université de Sherbrooke; University of Toronto","funders":"","keywords":"Nice; Work (physics); Psychology; Elder abuse; Applied psychology; Human factors and ergonomics; Medical education; Computer science; Poison control; Medicine; Engineering; Medical emergency","score_opus":0.17872436838452638,"score_gpt":0.4715279312299688,"score_spread":0.2928035628454424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2724400032","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98238254,0.00004517512,0.00132733,0.00018516708,0.000056897203,0.0001291329,6.067114e-7,0.0000068213885,0.01586631],"genre_scores_gemma":[0.99736845,0.000053609387,0.0024837675,0.000032439028,0.000033815846,0.0000069567054,0.0000025742906,0.0000029301775,0.00001542867],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991374,0.000113211085,0.00024387619,0.00009339025,0.00033311686,0.000079021425],"domain_scores_gemma":[0.9991409,0.000052535914,0.00029396996,0.00014624072,0.00035679922,0.000009534449],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028313105,0.000034459026,0.000078072204,0.00015175073,0.00019560287,0.000051092396,0.00011347023,0.00003439436,0.000035317626],"category_scores_gemma":[0.0002826073,0.000037609996,0.000006944528,0.00026799378,0.00008283653,0.00068471575,0.000016339603,0.00006340556,1.0246305e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004224443,0.0000395358,0.6107935,0.000017465041,0.000011165404,2.9985202e-7,0.027513165,0.000059786093,0.008183701,0.02649701,0.000014404234,0.3268658],"study_design_scores_gemma":[0.00057326915,0.000026069993,0.984378,0.00032681748,0.000014977103,1.5261361e-7,0.003514214,0.0019502357,0.0047404557,0.0041394294,0.00025625707,0.000080164515],"about_ca_topic_score_codex":0.0011298959,"about_ca_topic_score_gemma":0.0011727138,"teacher_disagreement_score":0.3735845,"about_ca_system_score_codex":0.00002466058,"about_ca_system_score_gemma":0.000112510126,"threshold_uncertainty_score":0.17080721},"labels":[],"label_agreement":null},{"id":"W2724411141","doi":"10.1093/geroni/igx004.4673","title":"NEW INSIGHTS INTO IMMUNOLOGIC MECHANISMS OF PROTECTION THROUGH VACCINATION IN OLDER ADULTS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Cytomegalovirus and herpesvirus research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences North","funders":"","keywords":"Immune system; Vaccination; Immunology; Healthy aging; Senescence; Medicine; Immunosenescence; Immunity; Gerontology","score_opus":0.04127002608764137,"score_gpt":0.3447300854665351,"score_spread":0.30346005937889375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2724411141","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97352296,0.0001000881,0.021633044,0.0017398658,0.00012856888,0.0007226115,2.4892992e-7,0.000023358203,0.0021292404],"genre_scores_gemma":[0.9974454,0.00003715706,0.002135232,0.00007867136,0.000049158,0.000046722078,0.0000075384155,0.000010729112,0.00018936639],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9989449,0.000027002681,0.00045192026,0.00019946392,0.00023344973,0.00014331103],"domain_scores_gemma":[0.9991754,0.00001491242,0.00024927693,0.00029725305,0.00025006421,0.000013081627],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036097137,0.00008522668,0.00018488152,0.00065948453,0.000098650096,0.00003570153,0.00011613425,0.0001074815,0.00011478326],"category_scores_gemma":[0.00032487427,0.00007830239,0.00001888512,0.00079928973,0.000017445424,0.0004331603,0.000064441214,0.0002936791,0.00001160592],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007770502,0.0003656152,0.03396163,0.00052779797,0.000031842847,0.00003635924,0.014767769,0.00003614014,0.23961908,0.06894024,0.00010035421,0.6408361],"study_design_scores_gemma":[0.0046253703,0.00014680502,0.78421587,0.0008724917,0.0000037255925,0.000004539697,0.0006392002,0.0015984485,0.16225162,0.044926394,0.000586703,0.00012882306],"about_ca_topic_score_codex":0.005189912,"about_ca_topic_score_gemma":0.00063228747,"teacher_disagreement_score":0.7502542,"about_ca_system_score_codex":0.00019545144,"about_ca_system_score_gemma":0.00011361264,"threshold_uncertainty_score":0.78456295},"labels":[],"label_agreement":null},{"id":"W2724443707","doi":"10.1093/geroni/igx004.1779","title":"AGE-RELATED IMPACT OF ABILITY AT IDENTIFYING FACIAL EXPRESSION ON UTILIZATION OF VISUAL INFORMATION","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Face Recognition and Perception","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec en Outaouais","funders":"","keywords":"Categorization; Facial expression; Psychology; Expression (computer science); Task (project management); Cognitive psychology; Facial expression recognition; Developmental psychology; Age groups; Communication; Facial recognition system; Artificial intelligence; Pattern recognition (psychology); Computer science","score_opus":0.12381100581234919,"score_gpt":0.41341090573932326,"score_spread":0.2895998999269741,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2724443707","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9957979,6.3941627e-7,0.0010322857,0.000037452617,0.00021677776,0.00019248774,0.000015398975,0.000025639716,0.0026814234],"genre_scores_gemma":[0.9998197,0.000006538742,0.00003758271,0.000029386036,0.0000107522255,0.0000056764093,0.000058848305,0.000004786237,0.000026735379],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987692,0.0000781847,0.00064328365,0.00013521108,0.00026951905,0.00010455098],"domain_scores_gemma":[0.99883944,0.00005706847,0.0007523048,0.00018658854,0.00015070966,0.000013881374],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044475013,0.00008355584,0.00012369956,0.00048047677,0.00018739859,0.000056427994,0.0001129596,0.000079200174,0.00021609238],"category_scores_gemma":[0.001317421,0.000079630234,0.000041499297,0.00045381393,0.00009753043,0.0012220764,0.000055476252,0.0001108245,0.000027657214],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008088106,0.000055307548,0.030708678,0.000047455043,0.0000011733999,3.7292884e-7,0.0018188121,0.0006026269,0.9390591,0.00037342726,0.000018483564,0.027233683],"study_design_scores_gemma":[0.0005826757,0.00004908632,0.45252225,0.00018118879,0.0000014566422,0.0000010044881,0.00010394107,0.0043761306,0.54138106,0.000706543,0.000020616568,0.00007402254],"about_ca_topic_score_codex":0.00008444253,"about_ca_topic_score_gemma":0.000008163747,"teacher_disagreement_score":0.42181358,"about_ca_system_score_codex":0.0001369746,"about_ca_system_score_gemma":0.00002750342,"threshold_uncertainty_score":0.32472268},"labels":[],"label_agreement":null},{"id":"W2724447599","doi":"10.1093/geroni/igx004.5160","title":"CHANGES IN PHYSICAL ACTIVITY AMONG OLDER ADULTS AFTER A NEW GREENWAY DEVELOPMENT IN VANCOUVER, BC","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia; Simon Fraser University","funders":"","keywords":"Downtown; TRIPS architecture; Geography; Physical activity; Built environment; Gerontology; Transport engineering; Medicine; Archaeology; Engineering; Civil engineering; Physical medicine and rehabilitation","score_opus":0.027257503717172036,"score_gpt":0.31550056410117877,"score_spread":0.2882430603840067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2724447599","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99726903,0.0000043801306,0.00008827177,0.00063271105,0.00022047474,0.00025651228,5.2685937e-7,0.000019331326,0.0015087797],"genre_scores_gemma":[0.9992344,0.0000011042505,0.00012627414,0.000053645446,0.0001389605,0.00005530823,0.0000016729243,0.000005325494,0.00038331343],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99905545,0.000034449946,0.00019559228,0.00024434357,0.00022738281,0.00024281481],"domain_scores_gemma":[0.999596,0.00002538911,0.0001464055,0.00015563183,0.00005142569,0.000025155943],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057870836,0.00008627738,0.00013507745,0.00023231741,0.00014645481,0.000075712785,0.00020199781,0.000061614,0.00004348309],"category_scores_gemma":[0.00008717304,0.000088630644,0.0000117758655,0.0006178761,0.00009228133,0.00075461675,0.000035485387,0.00018922356,0.0000028245313],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017580696,0.00008944758,0.8908691,0.000014614024,0.0000010263319,0.000007647494,0.023526497,0.000001279138,0.000019457311,0.00007171487,0.000021069442,0.0853606],"study_design_scores_gemma":[0.0005157254,0.0000025041097,0.9970569,0.00024203907,5.8821814e-7,5.5530305e-9,0.000583923,0.00005781127,0.0005672134,0.0004030546,0.00045677723,0.00011345222],"about_ca_topic_score_codex":0.022875978,"about_ca_topic_score_gemma":0.6906522,"teacher_disagreement_score":0.6677762,"about_ca_system_score_codex":0.0001909056,"about_ca_system_score_gemma":0.00016014019,"threshold_uncertainty_score":0.9836308},"labels":[],"label_agreement":null},{"id":"W2724532335","doi":"10.1093/geroni/igx004.5021","title":"MULTI-MODAL TRAINING TO IMPROVE COGNITION, MOBILITY, AND BRAIN FUNCTIONING IN OLDER ADULTS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Cognitive Abilities and Testing","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Cognitive training; Cognition; Psychology; Variety (cybernetics); Task (project management); Cognitive psychology; Cognitive skill; Virtual reality; Coherence (philosophical gambling strategy); Physical medicine and rehabilitation; Elementary cognitive task; Neuroscience; Computer science; Artificial intelligence; Medicine","score_opus":0.05458290974138307,"score_gpt":0.35159566045130397,"score_spread":0.2970127507099209,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2724532335","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9894993,0.00001785,0.0032473565,0.001617884,0.00046449914,0.00044674124,0.00000810259,0.000042875094,0.004655417],"genre_scores_gemma":[0.99739003,2.5252945e-7,0.0011406956,0.00091509806,0.00011883023,0.00016769409,0.000013646083,0.000016838707,0.0002369129],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986721,0.000055373293,0.00047170994,0.00042678893,0.00009002493,0.00028396546],"domain_scores_gemma":[0.99902785,0.00031470848,0.00017669192,0.00022997255,0.00022147958,0.00002929135],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010796526,0.00011976598,0.00015129914,0.00039865798,0.00023428639,0.00012434443,0.000092851056,0.00006772464,0.00013150125],"category_scores_gemma":[0.0023024012,0.0001407365,0.000013734952,0.0003858524,0.000073589064,0.00027704096,0.00009659333,0.00024979378,0.00001189527],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000073757205,0.00014785326,0.62875366,0.000046489684,0.00001210174,0.00001806123,0.04249706,0.000013408547,0.0025493915,0.0036357697,0.000051874886,0.32220057],"study_design_scores_gemma":[0.0025521559,0.00003865405,0.97992,0.00036206262,0.0000024774627,0.000006945536,0.0147932535,0.000927867,0.000093182476,0.0010389447,0.000096258875,0.00016816762],"about_ca_topic_score_codex":0.0009582405,"about_ca_topic_score_gemma":0.00068117585,"teacher_disagreement_score":0.35116637,"about_ca_system_score_codex":0.000051303978,"about_ca_system_score_gemma":0.000025324121,"threshold_uncertainty_score":0.57390684},"labels":[],"label_agreement":null},{"id":"W2724532744","doi":"10.1093/geroni/igx004.2210","title":"THE PLACE OF INTERNATIONAL PARTNERSHIPS IN KNOWLEDGE MOBILIZATION","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"General partnership; Portuguese; China; Political science; Competence (human resources); Economic growth; Psychology","score_opus":0.05376460874232769,"score_gpt":0.36767061223645026,"score_spread":0.31390600349412257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2724532744","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92064285,0.000040428193,0.00087589066,0.0040570735,0.0010733142,0.00010316736,0.0000012122215,0.0000074313584,0.073198624],"genre_scores_gemma":[0.9985249,0.000044346598,0.000071283845,0.00003598045,0.00011764789,0.00001373553,0.00000620209,0.0000030978792,0.0011828172],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9993393,0.000062307525,0.00026331062,0.00008024954,0.00016070103,0.00009416063],"domain_scores_gemma":[0.9993431,0.00010940626,0.00018055223,0.000107197135,0.00025375377,0.0000060126113],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016575474,0.000034007728,0.000044029737,0.00014543156,0.000371015,0.00012757524,0.0002825102,0.00003178166,0.000010446199],"category_scores_gemma":[0.00093772786,0.00003145859,0.000010760384,0.0002672084,0.000102925624,0.00023977882,0.000040742445,0.00007256533,0.0000018553144],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000034354357,0.000013067189,0.2119926,0.0000023201128,0.0000020313066,2.982884e-7,0.005127815,0.00041443313,0.00037969026,0.7788241,0.000116631425,0.0031235765],"study_design_scores_gemma":[0.0011633841,0.00001869993,0.68284595,0.0005111501,0.000003386987,5.7858574e-7,0.03386608,0.09680458,0.0012630349,0.041711215,0.14143305,0.00037892003],"about_ca_topic_score_codex":0.00041417577,"about_ca_topic_score_gemma":0.018393114,"teacher_disagreement_score":0.7371129,"about_ca_system_score_codex":0.00013524554,"about_ca_system_score_gemma":0.000105344945,"threshold_uncertainty_score":0.99951863},"labels":[],"label_agreement":null},{"id":"W2724540268","doi":"10.1093/geroni/igx004.4351","title":"FRAMEWORK FOR DEVELOPING A MOBILITY MANAGEMENT PROGRAM FOR AGING DRIVERS; A CONSENSUS STUDY","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Autonomy; License; Psychology; Public relations; Action (physics); Transactional leadership; Applied psychology; Mental health; Knowledge management; Social psychology; Computer science; Political science; Psychotherapist","score_opus":0.1597420494386287,"score_gpt":0.5137511289354009,"score_spread":0.3540090794967722,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2724540268","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88643295,0.000009551354,0.09340171,0.0070238234,0.0012347796,0.010894653,0.000010341781,0.00025559234,0.0007366155],"genre_scores_gemma":[0.84554106,0.000002391457,0.14768264,0.0004045174,0.00016361028,0.005922398,0.000007772001,0.000027183614,0.0002484309],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99784535,0.00009776639,0.0008584132,0.000458807,0.00018199287,0.0005576948],"domain_scores_gemma":[0.9972072,0.0009343542,0.0006424202,0.0005616512,0.0006355551,0.000018824203],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0022306673,0.00017768684,0.0002941126,0.00032076996,0.002564082,0.00007426987,0.00029740162,0.0000884562,0.0000040214795],"category_scores_gemma":[0.0022965765,0.00018130091,0.000034606364,0.0004053283,0.00007461715,0.0001299255,0.00032604972,0.00034265025,0.0000054984375],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020206413,0.00019579803,0.9186498,0.0010417833,0.00009884436,0.000003518861,0.013392991,0.000009003848,0.000009183924,0.039476134,0.0005822816,0.026520463],"study_design_scores_gemma":[0.0029959253,0.00007940732,0.9234685,0.0019014437,0.00003080375,1.9996715e-7,0.030297903,0.00066926825,0.000023722516,0.034904167,0.005352479,0.00027618618],"about_ca_topic_score_codex":0.000092526345,"about_ca_topic_score_gemma":0.0005863429,"teacher_disagreement_score":0.05428092,"about_ca_system_score_codex":0.00036437993,"about_ca_system_score_gemma":0.000101728125,"threshold_uncertainty_score":0.9987344},"labels":[],"label_agreement":null},{"id":"W2724545393","doi":"10.1093/geroni/igx004.5023","title":"EFFECTS OF PHYSICAL EXERCISE, COGNITIVE TRAINING, AND COMBINED INTERVENTION ON EXECUTIVE FUNCTIONS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Ophthalmology and Visual Health Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; McGill University; Concordia University; Université du Québec à Montréal; Institut Universitaire de Gériatrie de Montréal","funders":"","keywords":"Executive functions; Neurocognitive; Cognitive training; Task (project management); Cognition; Psychological intervention; Neuropsychology; Psychology; Aerobic exercise; Task switching; Intervention (counseling); Physical medicine and rehabilitation; Effects of sleep deprivation on cognitive performance; Dual (grammatical number); Cognitive remediation therapy; Physical therapy; Medicine; Psychiatry","score_opus":0.11283849950364815,"score_gpt":0.48514589671952124,"score_spread":0.3723073972158731,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2724545393","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99590856,0.000020576015,0.00015357083,0.00032382592,0.000094899835,0.00038328647,0.0000018744489,0.000009532231,0.0031038616],"genre_scores_gemma":[0.99937195,0.0000041216526,0.000012734927,0.000049470706,0.000039460298,0.000047243033,0.000015271857,0.0000057059046,0.0004540697],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994514,0.000038765662,0.00018308817,0.0001122812,0.00010043647,0.00011400354],"domain_scores_gemma":[0.9993526,0.00023194289,0.000134005,0.00008159004,0.0001772083,0.000022661776],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032008102,0.000056901663,0.00017223651,0.00029382436,0.00012877144,0.000009245767,0.000029522926,0.000045407578,0.0000083658815],"category_scores_gemma":[0.0006056794,0.000053119817,0.000018263963,0.00020030062,0.000137716,0.00008479156,0.000026538406,0.00023085743,0.00000412491],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0058445367,0.00390845,0.4567349,0.004227953,0.00015360888,0.00017530251,0.023308117,0.0000024087694,0.015727604,0.033538084,0.0002547584,0.45612428],"study_design_scores_gemma":[0.0043130494,0.0018670694,0.97047955,0.0032565235,0.000023867964,0.0000060250873,0.0013430692,0.0005240903,0.016944699,0.0011672887,0.000015358264,0.000059429225],"about_ca_topic_score_codex":0.000042277145,"about_ca_topic_score_gemma":0.0000014630997,"teacher_disagreement_score":0.5137446,"about_ca_system_score_codex":0.000022301723,"about_ca_system_score_gemma":0.000030575415,"threshold_uncertainty_score":0.21661633},"labels":[],"label_agreement":null},{"id":"W2724556573","doi":"10.1093/geroni/igx004.2471","title":"TRANSLATING KNOWLEDGE ABOUT DEPRESCRIBING INTO PRACTICE TO OPTIMIZE MEDICATION USE IN OLDER ADULTS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Deprescribing; Polypharmacy; Medicine; Beers Criteria; Population ageing; Population; Quality of life (healthcare); Intensive care medicine; Nursing; Environmental health","score_opus":0.13991492356279972,"score_gpt":0.44961709711392467,"score_spread":0.30970217355112495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2724556573","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9574605,0.00015607745,0.0075777844,0.02550164,0.00046273437,0.0008566314,0.0000010455498,0.000049427494,0.007934139],"genre_scores_gemma":[0.9782017,0.000021629772,0.019016454,0.0024821602,0.000108318985,0.00004957319,0.000017695402,0.000018634806,0.00008387437],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984662,0.00008507211,0.0006667548,0.000296639,0.00025040383,0.00023494705],"domain_scores_gemma":[0.99846625,0.00051557133,0.00033774288,0.0003471343,0.00026222385,0.00007109733],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013051564,0.00012332942,0.00020138934,0.00048127648,0.00015831966,0.00012752996,0.00014059512,0.000076806544,0.000035437723],"category_scores_gemma":[0.0078060934,0.00012268373,0.000021814129,0.0005921545,0.0000321506,0.0016323032,0.00006326061,0.00045303119,0.000024479525],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00056554005,0.00036322203,0.77714103,0.00026810248,0.000024317094,0.000046093843,0.022619216,0.00022174351,0.0020533558,0.0014892678,0.00013269695,0.19507541],"study_design_scores_gemma":[0.008828811,0.000069280686,0.9106528,0.004004629,0.000061026243,0.00002320312,0.002457651,0.05448108,0.0017469504,0.00013016418,0.01716036,0.00038400354],"about_ca_topic_score_codex":0.0007261285,"about_ca_topic_score_gemma":0.00025724256,"teacher_disagreement_score":0.1946914,"about_ca_system_score_codex":0.00015282763,"about_ca_system_score_gemma":0.00008329432,"threshold_uncertainty_score":0.9345187},"labels":[],"label_agreement":null},{"id":"W2724593900","doi":"10.1093/geroni/igx004.633","title":"SPATIAL, TEMPORAL, AND VARIABILITY NORMS FROM THE GAITRITE SYSTEM PREDICT MILD COGNITIVE IMPAIRMENT","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; University of Victoria","funders":"","keywords":"Gait; Dementia; Cognition; STRIDE; Cognitive decline; Physical medicine and rehabilitation; Psychology; Cognitive impairment; Effects of sleep deprivation on cognitive performance; Regression analysis; Medicine; Audiology; Statistics; Internal medicine; Psychiatry; Mathematics","score_opus":0.03763433912666873,"score_gpt":0.3573052767322327,"score_spread":0.319670937605564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2724593900","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98896015,0.000047160538,0.004477219,0.0017412694,0.00084384717,0.001123594,0.00010384199,0.00007302664,0.0026299006],"genre_scores_gemma":[0.9984901,0.000019780426,0.00015541227,0.00048515652,0.00041037638,0.0001816536,0.00014720323,0.000012072965,0.00009824066],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99820435,0.00039328513,0.0006929171,0.00028278708,0.0001852727,0.00024139273],"domain_scores_gemma":[0.99825215,0.0004270088,0.0006561147,0.00038692364,0.0002502877,0.00002750509],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026751235,0.00011995972,0.00019338517,0.000079822385,0.0011889708,0.000059774255,0.00017294583,0.00012819529,0.000012213444],"category_scores_gemma":[0.00041751759,0.00008853514,0.000020064552,0.00019213994,0.0001107645,0.00027945335,0.00015460367,0.00047081118,0.000022520086],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041455518,0.00007103583,0.99286586,0.0001649618,0.000018272443,0.0000016606444,0.0019085258,1.1349365e-7,0.00028840546,0.0016771865,0.0005705659,0.0023919367],"study_design_scores_gemma":[0.0016249154,0.000018104374,0.99006134,0.0015271652,0.000013615265,4.1100682e-7,0.00272283,0.0014438439,0.0000073471647,0.0020949927,0.00039046406,0.00009494952],"about_ca_topic_score_codex":0.0073316917,"about_ca_topic_score_gemma":0.00075246405,"teacher_disagreement_score":0.009529963,"about_ca_system_score_codex":0.00014675345,"about_ca_system_score_gemma":0.00010371916,"threshold_uncertainty_score":0.99927855},"labels":[],"label_agreement":null},{"id":"W2724596411","doi":"10.1093/geroni/igx004.4613","title":"DISRUPTING NARRATIVES OF LOSS: REFLECTIONS ON END-OF-LIFE CARE FOR PEOPLE WITH ADVANCED DEMENTIA","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Counseling, Therapy, and Family Dynamics","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Personhood; Narrative; Compassion; Perspective (graphical); Psychology; Dialogical self; End-of-life care; Nursing; Thematic analysis; Ethnography; Narrative inquiry; Dementia; Health care; Palliative care; Participant observation; Qualitative research; Medicine; Sociology; Social psychology; Political science","score_opus":0.04310306099296287,"score_gpt":0.3948809670147857,"score_spread":0.35177790602182285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2724596411","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96453196,0.000100364785,0.031965077,0.0001831692,0.00038729105,0.00024112317,0.000015514419,0.000016763484,0.0025587482],"genre_scores_gemma":[0.9946586,0.000009455994,0.0050497297,0.0000803872,0.000049207243,0.000064774336,0.000026400421,0.000015597332,0.000045865472],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9992398,0.000020309057,0.00035226063,0.00016821836,0.00009175471,0.00012766456],"domain_scores_gemma":[0.99881434,0.00006348957,0.00050613744,0.00027928766,0.0003276162,0.000009125291],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020428811,0.00008288612,0.00016170544,0.00022866965,0.00020944719,0.000017572222,0.000120803,0.000040064093,0.000019782367],"category_scores_gemma":[0.000078753634,0.000080549224,0.000021475043,0.0002994376,0.00006255404,0.000107378386,0.00001012656,0.00009265052,5.830321e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005633313,0.00016086396,0.37903646,0.00018928594,0.00016567268,0.0000012022028,0.50557154,0.001676418,0.009427392,0.0762726,0.000041805553,0.026893418],"study_design_scores_gemma":[0.005957845,0.0007413447,0.4626301,0.0007545408,0.000035235604,0.0000028071343,0.51958656,0.0003909054,0.00037404615,0.0042147324,0.004838482,0.00047338946],"about_ca_topic_score_codex":0.00009151618,"about_ca_topic_score_gemma":0.00096055603,"teacher_disagreement_score":0.08359363,"about_ca_system_score_codex":0.000028055229,"about_ca_system_score_gemma":0.000046973208,"threshold_uncertainty_score":0.3284702},"labels":[],"label_agreement":null},{"id":"W2724611996","doi":"10.1093/geroni/igx004.2518","title":"ACHIEVING PERSON-CENTRED LONG-TERM CARE THROUGH VOLUNTEERING","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Family and Patient Care in Intensive Care Units","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brock University; University of Victoria; Bruyère; University of Ottawa","funders":"","keywords":"Respite care; Staffing; Focus group; Context (archaeology); Psychology; Medical education; Duration (music); Preference; Likert scale; Long-term care; Nursing; Medicine; Sociology","score_opus":0.1584581736244593,"score_gpt":0.4101979876604056,"score_spread":0.2517398140359463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2724611996","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9594826,0.00029152413,0.0014691973,0.0011103654,0.005772452,0.000470272,0.000014652668,0.00010654465,0.031282358],"genre_scores_gemma":[0.99571735,0.000018207242,0.00034745494,0.0026652194,0.00041026113,0.000056068136,0.00011408028,0.000031590782,0.000639767],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99831903,0.000113856026,0.0005790888,0.00030019463,0.00022504412,0.00046279613],"domain_scores_gemma":[0.9969351,0.00029945566,0.0005075636,0.00054309645,0.0016866457,0.000028093045],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0002233194,0.00017157552,0.00021879734,0.00026577408,0.0015681809,0.000061791645,0.00034288046,0.00016161652,0.00011871141],"category_scores_gemma":[0.0027162486,0.00017947338,0.000038063437,0.00036310102,0.00007249312,0.00057162467,0.00017029775,0.0007625663,0.00009469002],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015933503,0.000007531434,0.9390152,0.00031104524,0.000010182205,0.00002488302,0.05160677,0.000017474249,0.0008687792,0.00253779,0.0018425692,0.0037418408],"study_design_scores_gemma":[0.0010751397,0.000023444129,0.92554384,0.0047328183,0.000008631896,0.0000018465762,0.063661695,0.000054909502,0.000272453,0.000056079105,0.004287679,0.00028145683],"about_ca_topic_score_codex":0.0006191183,"about_ca_topic_score_gemma":0.00038004213,"teacher_disagreement_score":0.036234718,"about_ca_system_score_codex":0.00036108308,"about_ca_system_score_gemma":0.0001243777,"threshold_uncertainty_score":0.99973166},"labels":[],"label_agreement":null},{"id":"W2724636320","doi":"10.1093/geroni/igx004.4965","title":"EVALUATION OF SERVICE NAVIGATION AND NETWORKING FOR DEMENTIA CARE IN RURAL COMMUNITIES (SENDER) APP","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Service provider; Service (business); Dementia; Communication source; Social connectedness; Internet privacy; Business; Upload; Nursing; Psychology; Medicine; Marketing; World Wide Web; Computer science; Telecommunications","score_opus":0.3708017280350637,"score_gpt":0.49709532958483166,"score_spread":0.12629360154976793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2724636320","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9959802,0.00033719296,0.00018521682,0.0003185262,0.0006863541,0.0013546704,0.000009451395,0.000009285728,0.0011190713],"genre_scores_gemma":[0.9981171,0.000015896137,0.00028301563,0.0005626473,0.000104766026,0.0003306105,0.00057366746,0.0000075204775,0.00000476644],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985549,0.00027886764,0.0006551005,0.00006550629,0.00025213885,0.00019352033],"domain_scores_gemma":[0.9983947,0.00013206423,0.0005583838,0.00017799424,0.0007229934,0.000013849598],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034279178,0.00006596722,0.00011418295,0.00018556957,0.0006567981,0.00001178729,0.00008845733,0.00006048751,0.000009265376],"category_scores_gemma":[0.000028012751,0.000071891554,0.000006292379,0.0001995509,0.000019094876,0.00020464187,0.00006687721,0.00017032148,9.223862e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032398977,0.000015813197,0.89394075,0.0015412637,0.0000061137985,4.104902e-8,0.042942856,0.00011093042,0.00007670323,0.0013832703,0.000018291681,0.059931576],"study_design_scores_gemma":[0.0075171716,0.00010949176,0.5917249,0.011854008,0.00005128058,2.343973e-7,0.30550605,0.06986735,0.00029121683,0.011482106,0.0013529935,0.00024320671],"about_ca_topic_score_codex":0.0035522638,"about_ca_topic_score_gemma":0.0072951103,"teacher_disagreement_score":0.30221584,"about_ca_system_score_codex":0.00021961838,"about_ca_system_score_gemma":0.00013648033,"threshold_uncertainty_score":0.5369984},"labels":[],"label_agreement":null},{"id":"W2724704570","doi":"10.1093/geroni/igx004.3662","title":"ALTERNATIVE FORMS OF GAIT AND COGNITION SYNDROMES. LESSONS LEARNED FROM THE GAIT & BRAIN STUDY","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Gait; Cognition; Physical medicine and rehabilitation; Dementia; Psychology; Construct (python library); Medicine; Neuroscience; Computer science; Disease","score_opus":0.1269763711025436,"score_gpt":0.41959332956692,"score_spread":0.2926169584643764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2724704570","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9832448,0.000021390917,0.0009803294,0.011293352,0.00004362899,0.00056063215,0.000014034079,0.000010689993,0.0038311589],"genre_scores_gemma":[0.998991,0.000018824909,0.000060825347,0.00040559837,0.000043126238,0.000046757606,0.000064463,0.000008955347,0.0003604137],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989911,0.000060334085,0.0002882912,0.00019261127,0.00032485795,0.00014281679],"domain_scores_gemma":[0.9990609,0.00017802986,0.00021145158,0.00023832412,0.00029184506,0.000019441797],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009597512,0.000080473525,0.00015397467,0.00019282846,0.00018320236,0.00008263597,0.00011205981,0.00002576052,0.00011639927],"category_scores_gemma":[0.0008250393,0.00005837368,0.000016155216,0.00025005243,0.00012040803,0.00020931443,0.00011163906,0.00019852928,0.000009112289],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009932144,0.0002804195,0.92295814,0.00002701751,0.0001199248,0.0000212553,0.0028846213,7.8722934e-7,0.008519246,0.0014521126,0.00015121473,0.06348597],"study_design_scores_gemma":[0.0028702652,0.00013632295,0.98057973,0.00025653734,0.000030610416,0.000004687854,0.002600097,0.000110483925,0.002420869,0.010665967,0.0002600364,0.00006439683],"about_ca_topic_score_codex":0.00046210317,"about_ca_topic_score_gemma":0.00013316052,"teacher_disagreement_score":0.06342158,"about_ca_system_score_codex":0.000027307527,"about_ca_system_score_gemma":0.000040572344,"threshold_uncertainty_score":0.23804095},"labels":[],"label_agreement":null},{"id":"W2724747518","doi":"10.1093/geroni/igx004.1868","title":"GAIT SPEED AND MORTALITY IN OLDER ADULTS: WHY TIMING MATTERS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Gait; Preferred walking speed; Confounding; Association (psychology); Physical medicine and rehabilitation; Medicine; Longitudinal study; Psychology","score_opus":0.05708938517478598,"score_gpt":0.3860584345451708,"score_spread":0.32896904937038485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2724747518","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96195906,0.000018212944,0.000048613503,0.032762542,0.0002516452,0.00012962734,0.0000010417523,0.000014191959,0.004815082],"genre_scores_gemma":[0.99031603,0.000018359035,0.0001094174,0.009359591,0.00007762141,0.0000044124295,0.0000018945788,0.0000036888255,0.000109007655],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992352,0.00003792588,0.00026037925,0.00012015087,0.00013323134,0.00021311542],"domain_scores_gemma":[0.9996546,0.00004811153,0.000120138306,0.00011114492,0.000043315118,0.000022686656],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010306771,0.000045307814,0.000089596,0.0001358962,0.00033561728,0.00015229962,0.00010576992,0.00004013039,0.000052827585],"category_scores_gemma":[0.00029553374,0.000049371476,0.0000063907332,0.00021731005,0.00008375714,0.00038536056,0.0000322166,0.00009680284,0.0000026102477],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000015762171,0.0000063638035,0.9760152,0.000050754308,8.3954757e-7,0.0000031792329,0.009100662,0.000002088296,0.0000028583381,0.010921865,0.00035844895,0.003536138],"study_design_scores_gemma":[0.00028288443,8.068387e-7,0.9903348,0.00024665394,5.588486e-7,1.037462e-7,0.005412696,0.0001257502,0.000008805594,0.0009127365,0.002613777,0.000060399532],"about_ca_topic_score_codex":0.03927296,"about_ca_topic_score_gemma":0.0131360125,"teacher_disagreement_score":0.028356966,"about_ca_system_score_codex":0.00007752134,"about_ca_system_score_gemma":0.000045061533,"threshold_uncertainty_score":0.9671246},"labels":[],"label_agreement":null},{"id":"W2724782547","doi":"10.1093/geroni/igx004.2473","title":"SHARED DECISION MAKING AND PATIENT-CENTERED DEPRESCRIBING","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Deprescribing; Medicine; Older people; Health care; Nursing; Family medicine; Polypharmacy; Gerontology","score_opus":0.18174311330092194,"score_gpt":0.43545004473175813,"score_spread":0.2537069314308362,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2724782547","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9925568,0.00008485743,0.0011936312,0.001580178,0.00026625302,0.00019370108,0.000001661551,0.000022154336,0.0041007623],"genre_scores_gemma":[0.99544793,0.000009334919,0.0029471952,0.0015278186,0.00003421416,0.000005230416,0.000005302253,0.000008768135,0.000014229421],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992203,0.00001391057,0.0003131848,0.00016514884,0.00015840342,0.00012905452],"domain_scores_gemma":[0.9993721,0.000108481996,0.00020800895,0.00021066364,0.00007571387,0.000024977517],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002033742,0.00007055977,0.00011565534,0.0001932514,0.00017116083,0.00012949505,0.00006075547,0.000033061344,0.000042447984],"category_scores_gemma":[0.0010447444,0.00006442716,0.000013168268,0.00014369728,0.000026103951,0.0004844297,0.00010589838,0.00017159565,0.000005963557],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011102049,0.000028325758,0.7899861,0.000028589186,0.0000070058686,0.00002373815,0.00035326715,0.0000030630547,0.0015198925,0.00061490183,0.0000731839,0.20725092],"study_design_scores_gemma":[0.0024066765,0.00004639251,0.9788708,0.001191278,0.00001690464,0.000028357443,0.00022448231,0.009635705,0.0009777896,0.0014275477,0.0050381,0.00013597491],"about_ca_topic_score_codex":0.000016215228,"about_ca_topic_score_gemma":0.0000044594713,"teacher_disagreement_score":0.20711495,"about_ca_system_score_codex":0.000035456556,"about_ca_system_score_gemma":0.00001263223,"threshold_uncertainty_score":0.26272634},"labels":[],"label_agreement":null},{"id":"W2724815601","doi":"10.1093/geroni/igx004.4653","title":"CORRELATED DYNAMICS ACROSS PHYSICAL AND COGNITIVE FUNCTIONING IN 12 LONGITUDINAL STUDIES","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Cognitive skill; Cognition; Psychology; Longitudinal study; Multivariate statistics; Multivariate analysis; Cohort; Developmental psychology; Gerontology; Clinical psychology; Medicine; Psychiatry","score_opus":0.06019112456056518,"score_gpt":0.4175409494961609,"score_spread":0.3573498249355957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2724815601","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99567246,0.00022778439,0.00068184716,0.000718163,0.00010450301,0.00022262947,0.0000026867863,0.00001626281,0.0023536407],"genre_scores_gemma":[0.99918157,0.00004202945,0.000020971685,0.0001495529,0.0000571946,0.000032502103,0.000027295715,0.000007830887,0.00048107243],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991588,0.000022524822,0.00021804449,0.00020127166,0.0001825332,0.00021683262],"domain_scores_gemma":[0.99938834,0.00008779623,0.000103303806,0.000086431864,0.00031537225,0.000018736097],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047850385,0.000084263935,0.00016909199,0.00021993958,0.00022819803,0.000079383666,0.000034859582,0.000031004824,0.00001197759],"category_scores_gemma":[0.0006970311,0.0000802805,0.000012048394,0.00032893717,0.0001802482,0.0003049168,0.00010572521,0.00028315003,0.000005798684],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001026063,0.000085990956,0.9507342,0.00005611172,0.000041308314,0.00006501904,0.0015299037,0.000001868582,0.00015224182,0.0003297241,0.000014789458,0.046886254],"study_design_scores_gemma":[0.0024227102,0.00008943482,0.9864379,0.00058675243,0.000016715088,0.000013652319,0.0045924727,0.005078221,0.0002760032,0.00038638257,0.00002443849,0.000075324366],"about_ca_topic_score_codex":0.00004353294,"about_ca_topic_score_gemma":0.0000894185,"teacher_disagreement_score":0.04681093,"about_ca_system_score_codex":0.00010006786,"about_ca_system_score_gemma":0.000028308381,"threshold_uncertainty_score":0.32737437},"labels":[],"label_agreement":null},{"id":"W2724864949","doi":"10.1093/geroni/igx004.1199","title":"DELIVERING TAILORED REHABILITATION THROUGH AN ELECTRONIC PATIENT RECORD TO PROMOTE PHYSICAL FUNCTION","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health and Well-being Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Rehabilitation; Medicine; Physical therapy; Activities of daily living; Physical medicine and rehabilitation; Cohort; Gerontology; Internal medicine","score_opus":0.027148979000692755,"score_gpt":0.36137038780690167,"score_spread":0.33422140880620893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2724864949","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98675036,0.000012202515,0.0053567505,0.00333695,0.0007243507,0.0004001997,8.2468375e-7,0.000070035756,0.0033483438],"genre_scores_gemma":[0.99773145,0.0000018830871,0.0010484735,0.00077807944,0.00022210568,0.00015810611,0.000010825872,0.000015901169,0.000033179444],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99876183,0.00007047207,0.00036783927,0.00032100684,0.00012545647,0.00035338386],"domain_scores_gemma":[0.9991669,0.000046772955,0.00020819467,0.0003659092,0.00019101567,0.000021198794],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040645053,0.00010412571,0.00013672764,0.00017138399,0.00035128804,0.00005369723,0.000105928775,0.000045984703,0.000020251175],"category_scores_gemma":[0.00031792093,0.000110432215,0.00001703584,0.00037726236,0.000029951869,0.00049837405,0.000038397597,0.00020186564,0.00006937754],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033033342,0.00032426917,0.09029386,0.00006434256,0.000035141875,0.000004254855,0.0769433,0.00018873443,0.0044128145,0.08835275,0.00091709796,0.73813313],"study_design_scores_gemma":[0.0012235221,0.0022256072,0.905423,0.000187268,0.00001211294,0.000002045774,0.0025851442,0.000891371,0.0005335393,0.036496546,0.050015494,0.00040437718],"about_ca_topic_score_codex":0.0011501657,"about_ca_topic_score_gemma":0.00021860389,"teacher_disagreement_score":0.8151291,"about_ca_system_score_codex":0.00017834107,"about_ca_system_score_gemma":0.00003316647,"threshold_uncertainty_score":0.45032948},"labels":[],"label_agreement":null},{"id":"W2724881595","doi":"10.1093/geroni/igx004.4470","title":"DELAYED MOBILIZATION AND LENGTH OF STAY IN ELDERLY SURGICAL PATIENTS: PROSPECTIVE COHORT STUDY","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Anatomy and Medical Technology","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Alberta Health Services; Capital District Health Authority; Diabetes Canada; University of Calgary; University of Alberta","funders":"","keywords":"Medicine; Interquartile range; Mobilization; Prospective cohort study; Adverse effect; Surgery; Internal medicine","score_opus":0.007866261809218305,"score_gpt":0.263478909263252,"score_spread":0.2556126474540337,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2724881595","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9979187,0.000025372014,0.0007367976,0.000028589722,0.000067800676,0.00034509186,9.852015e-7,0.000041943375,0.0008346905],"genre_scores_gemma":[0.9998373,0.000024467969,0.000074583906,0.0000034941334,0.0000072519174,0.000037265876,0.000005233626,0.0000059725025,0.0000044639055],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99943125,0.000010953751,0.00027986668,0.00010308837,0.000090607355,0.00008423795],"domain_scores_gemma":[0.99972045,0.000020122307,0.00006260272,0.00011874238,0.000070418966,0.000007671117],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028085473,0.00005281449,0.0001174802,0.0002273876,0.000026661874,0.000009135066,0.000063223284,0.0000569139,0.0000049345776],"category_scores_gemma":[0.00015661052,0.000053771437,0.00000386333,0.00029653698,0.00004653752,0.00013983881,0.000026015361,0.00013998806,3.4366926e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005350721,0.0000649,0.97861946,0.000010246926,0.000009521308,0.0000039577735,0.00057024887,0.00008125534,0.000014048637,0.002698166,0.0000034037869,0.01791947],"study_design_scores_gemma":[0.00115382,0.00006745804,0.99298716,0.000030112218,0.0000024157553,4.2408607e-7,0.00045579948,0.0038170295,0.00028946216,0.001026159,0.00011008898,0.00006009611],"about_ca_topic_score_codex":0.00006101114,"about_ca_topic_score_gemma":0.00008659486,"teacher_disagreement_score":0.017859373,"about_ca_system_score_codex":0.00004704516,"about_ca_system_score_gemma":0.000006652891,"threshold_uncertainty_score":0.21927357},"labels":[],"label_agreement":null},{"id":"W2724895306","doi":"10.1093/geroni/igx004.4711","title":"ASSOCIATIONS BETWEEN CHILDHOOD COGNITIVE ABILITY AND BRAIN CORTICAL THICKNESS IN OLD AGE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Cognitive Abilities and Testing","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Cognition; Association (psychology); Psychology; Intelligence quotient; Cognitive decline; Cohort; Cognitive test; Developmental psychology; Medicine; Neuroscience; Dementia; Pathology; Disease","score_opus":0.05924382974052022,"score_gpt":0.3703627446029842,"score_spread":0.31111891486246396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2724895306","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9831257,0.000010995886,0.00038449332,0.002511748,0.00013770505,0.0002649965,0.000053916785,0.000031929958,0.013478506],"genre_scores_gemma":[0.9990521,3.9512665e-7,0.00008072815,0.0005468314,0.000113865586,0.00003506536,0.00006281631,0.00001101478,0.00009718681],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99864954,0.00017359783,0.000507641,0.0003128226,0.00011117824,0.0002452206],"domain_scores_gemma":[0.9973958,0.0019741298,0.00024217267,0.00019295963,0.00017334022,0.000021607442],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0016885304,0.00010028719,0.00020277494,0.0002190785,0.0002720569,0.00010826151,0.00009890161,0.00009710565,0.00008104553],"category_scores_gemma":[0.008613322,0.00011409833,0.00001574188,0.0003743513,0.00017088109,0.00020403948,0.00009537401,0.0004576262,0.00000927383],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000037978473,0.00007092039,0.95185643,0.000006612853,0.000010316725,0.00001197623,0.0067477818,1.9878439e-7,0.00004307913,0.015478981,0.000013152594,0.025756765],"study_design_scores_gemma":[0.001045679,0.00001711643,0.9814771,0.00010982085,0.000006574326,0.0000018094462,0.0017437394,0.000013121488,0.000017576442,0.015431588,0.000014592744,0.00012131101],"about_ca_topic_score_codex":0.0011834217,"about_ca_topic_score_gemma":0.00039852769,"teacher_disagreement_score":0.029620653,"about_ca_system_score_codex":0.0000684521,"about_ca_system_score_gemma":0.000028644574,"threshold_uncertainty_score":0.99973756},"labels":[],"label_agreement":null},{"id":"W2724925318","doi":"10.1093/geroni/igx004.926","title":"MAKING THE MOST OF MEALTIMES: WHO IS PRESCRIBED MODIFIED TEXTURE FOODS IN CANADIAN LONG-TERM CARE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Guelph; University of Toronto; University Health Network; Research Institute for Aging; Toronto Rehabilitation Institute; University of Waterloo","funders":"","keywords":"Medicine; Medical prescription; Malnutrition; Cross-sectional study; Dysphagia; Terminology; Dementia; Gerontology; Family medicine; Environmental health; Nursing; Surgery; Internal medicine","score_opus":0.09754246241603898,"score_gpt":0.448903372757771,"score_spread":0.351360910341732,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2724925318","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87998194,0.00017002304,0.00074630074,0.012230786,0.00086877233,0.0017949957,0.000024507899,0.000031240335,0.10415143],"genre_scores_gemma":[0.9963161,0.000010717118,0.000084958025,0.0021282737,0.00007442685,0.000114203,0.00003212606,0.000016217953,0.0012229875],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984686,0.0001084465,0.0006064572,0.00019623507,0.00019348934,0.00042679597],"domain_scores_gemma":[0.99869037,0.000060770657,0.00045733174,0.00053409475,0.00022936786,0.000028069422],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00083901663,0.000113480826,0.00017678353,0.00050128426,0.0006348833,0.000047860998,0.00042287982,0.00010575806,0.000107438],"category_scores_gemma":[0.000148377,0.000095276206,0.000015403788,0.00054798654,0.000040523897,0.00025674494,0.00015667565,0.00044352276,0.0000063912557],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011538178,0.000009922939,0.9518477,0.00035889613,0.000018268185,0.000007829407,0.01867026,0.000062272185,0.00004139946,0.017844176,0.0030871395,0.008040647],"study_design_scores_gemma":[0.00076080946,0.000008639488,0.9885453,0.0010139775,0.0000080229365,1.0763043e-7,0.004661011,0.001217664,0.000040650713,0.00051325536,0.0031196517,0.00011092011],"about_ca_topic_score_codex":0.1148123,"about_ca_topic_score_gemma":0.38362536,"teacher_disagreement_score":0.26881304,"about_ca_system_score_codex":0.00040643435,"about_ca_system_score_gemma":0.00044542903,"threshold_uncertainty_score":0.8910822},"labels":[],"label_agreement":null},{"id":"W2724958133","doi":"10.1093/geroni/igx004.3892","title":"EVIDENCE FOR THE NEED TO DISRUPT AGING: IMPACT OF PERCEPTIONS OF AGING AND AGING STEREOTYPES","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health and Well-being Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Successful aging; Perception; Psychology; Healthy aging; Cognitive aging; Stereotype (UML); Gerontology; Stereotype threat; Health and Retirement Study; Cognition; Health care; Association (psychology); Social psychology; Medicine; Political science; Psychiatry","score_opus":0.11338110036664016,"score_gpt":0.4698042040047167,"score_spread":0.3564231036380765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2724958133","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98127776,0.0004806511,0.0064882603,0.010448017,0.00032507937,0.00039623887,0.000008660951,0.000017883234,0.0005574312],"genre_scores_gemma":[0.9987226,0.000038517,0.00048261293,0.00038962092,0.0001239646,0.000055452212,0.000002054664,0.0000134357115,0.00017171497],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99884385,0.000049546026,0.0005160312,0.00020836835,0.00011085216,0.0002713569],"domain_scores_gemma":[0.99833286,0.0006416697,0.00036258978,0.0004046817,0.00023297333,0.000025244026],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011990338,0.00011211913,0.00021666598,0.00033564045,0.00038926708,0.000053248383,0.00022234693,0.000036448182,0.000025651074],"category_scores_gemma":[0.00078609074,0.00008762409,0.000040860043,0.00038446297,0.000118061114,0.00019937815,0.00009684864,0.0001358693,0.0000030733734],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028743676,0.00002087393,0.9254014,0.0001389608,0.00004960568,8.106309e-7,0.024732955,0.000107786036,0.002316523,0.0023131275,0.000628179,0.044261027],"study_design_scores_gemma":[0.0004039425,0.000058431688,0.9943318,0.0006157563,0.000015201254,0.00000249665,0.00337236,0.0002538174,0.00015811919,0.00043038753,0.00026266286,0.0000950436],"about_ca_topic_score_codex":0.0020238427,"about_ca_topic_score_gemma":0.00010119437,"teacher_disagreement_score":0.06893037,"about_ca_system_score_codex":0.000050328144,"about_ca_system_score_gemma":0.000048171525,"threshold_uncertainty_score":0.35732067},"labels":[],"label_agreement":null},{"id":"W2724964039","doi":"10.1093/geroni/igx004.2835","title":"IMPROVING THE KNOWLEDGE AND INTERPROFESSIONAL CARE FOR HEART FAILURE IN NURSING HOMES: A PILOT STUDY","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health and Well-being Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; University of Waterloo; Conestoga College","funders":"","keywords":"Intervention (counseling); Medicine; Nursing","score_opus":0.040963314260212456,"score_gpt":0.42321352451656225,"score_spread":0.3822502102563498,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2724964039","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9913103,0.00043380636,0.0003625791,0.005036461,0.0008642423,0.0007615205,0.000002221577,0.000018899698,0.0012099992],"genre_scores_gemma":[0.9989663,8.0952395e-7,0.00021895429,0.00031595147,0.00015636641,0.00023102663,0.000003302352,0.000011791672,0.0000954976],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99904466,0.00008606225,0.000340657,0.00022830971,0.00006111406,0.00023918907],"domain_scores_gemma":[0.9993187,0.00019208291,0.00013835134,0.00022942694,0.000109597604,0.000011814952],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008359903,0.00009218186,0.00015216133,0.00024266928,0.0005863958,0.000060955383,0.00013338105,0.000031298157,0.0000051505203],"category_scores_gemma":[0.00024114014,0.00007159469,0.000008076678,0.00022133718,0.00007034495,0.00010341297,0.00006417981,0.00024337754,0.0000035330193],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000098444216,0.00020478482,0.83283055,0.00009923184,0.0000084396925,0.0000018355639,0.08851709,8.9081414e-7,0.000223484,0.0040634526,0.0011185198,0.072833285],"study_design_scores_gemma":[0.0016768523,0.00025482557,0.9304682,0.00059482316,0.00000387137,0.0000021220133,0.06493616,0.00008441642,0.000013150975,0.0007297804,0.0011308433,0.000104937855],"about_ca_topic_score_codex":0.00049425656,"about_ca_topic_score_gemma":0.0014089243,"teacher_disagreement_score":0.097637676,"about_ca_system_score_codex":0.00008171026,"about_ca_system_score_gemma":0.000061385785,"threshold_uncertainty_score":0.45101416},"labels":[],"label_agreement":null},{"id":"W2724969499","doi":"10.1093/geroni/igx004.1587","title":"A CHOICE-BASED PHYSICAL ACTIVITY AND ACTIVE TRAVEL INTERVENTION FOR OLDER MEN","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Physical Activity and Health","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University; University of British Columbia","funders":"","keywords":"Physical activity; Physical therapy; Medicine; Cycling; Randomized controlled trial; Recreation; Intervention (counseling); Gerontology; Demography; Psychology; Internal medicine; Geography; Nursing","score_opus":0.07637801546351475,"score_gpt":0.41065545849834645,"score_spread":0.3342774430348317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2724969499","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98358595,0.0000012189664,0.010418533,0.0045546987,0.000039759023,0.00038842313,0.000006130489,0.000015056727,0.0009902371],"genre_scores_gemma":[0.9993527,4.7635976e-7,0.00016874933,0.00013611461,0.00018182772,0.00006410755,0.000011858364,0.000007879789,0.00007626717],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9994971,0.000015359923,0.00010786981,0.0001662795,0.000089377034,0.00012401865],"domain_scores_gemma":[0.99948615,0.000105735846,0.0001623718,0.00013736292,0.00008402585,0.000024368714],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016782546,0.00006905745,0.00018452723,0.000116320574,0.00014800104,0.00003271026,0.00003737455,0.000035103738,0.0000032254673],"category_scores_gemma":[0.00022251057,0.00006566521,0.000030686253,0.000114102244,0.000047181962,0.0003036792,0.000017955097,0.00016846244,9.2461744e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00081270194,0.004132796,0.02582847,0.0009900434,0.000053425018,0.0000032594442,0.002088376,0.000004814312,0.1599889,0.011794414,0.00014955408,0.7941533],"study_design_scores_gemma":[0.0034254522,0.00015728993,0.9208797,0.0002711528,0.000013078144,6.220994e-7,0.00007625386,0.015264098,0.057610966,0.0021330349,0.00009668138,0.00007167269],"about_ca_topic_score_codex":0.00024304948,"about_ca_topic_score_gemma":0.000025642821,"teacher_disagreement_score":0.89505124,"about_ca_system_score_codex":0.00008044851,"about_ca_system_score_gemma":0.000042234147,"threshold_uncertainty_score":0.26777494},"labels":[],"label_agreement":null},{"id":"W2724991105","doi":"10.1093/geroni/igx004.1492","title":"VALIDATION OF A SCREENING TOOL FOR ED TO IDENTIFY OLDER AUSTRALIANS IN NEED OF SPECIALIST ASSESSMENT","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health and Well-being Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Triage; Medicine; Psychological intervention; Gerontology; Family medicine; Medical emergency; Nursing","score_opus":0.09709819291749738,"score_gpt":0.47250086501846544,"score_spread":0.37540267210096806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2724991105","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9700082,0.000003879257,0.02412361,0.0029220749,0.0004846044,0.00049303396,0.000009853506,0.00000821481,0.0019465145],"genre_scores_gemma":[0.9956953,7.667071e-7,0.0036523442,0.00020284428,0.00010628447,0.000085180596,0.000018133625,0.000008334308,0.00023080203],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99880534,0.00004066886,0.00069788296,0.00015534426,0.00011894178,0.00018180051],"domain_scores_gemma":[0.99908066,0.00008433418,0.00040753125,0.00022353043,0.00019425564,0.000009694747],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011753483,0.00006767324,0.00018909322,0.00043116178,0.00008308386,0.000026741538,0.00012441349,0.000049720293,0.00004459117],"category_scores_gemma":[0.00030105584,0.00007670344,0.000018654757,0.00037271806,0.000027816961,0.00011904441,0.00003106932,0.00008655808,0.0000025906095],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005112374,0.00007986933,0.95171446,0.00015341594,0.000020405772,0.0000018805389,0.0046485728,0.00014422115,0.006713911,0.018910984,0.0032075662,0.014353566],"study_design_scores_gemma":[0.0010418296,0.000027514478,0.9937397,0.0002293948,0.0000036555953,2.4374864e-7,0.0008086193,0.00002929975,0.003097718,0.00043367973,0.0005176325,0.000070676084],"about_ca_topic_score_codex":0.0011141577,"about_ca_topic_score_gemma":0.000056186313,"teacher_disagreement_score":0.042025253,"about_ca_system_score_codex":0.000049888557,"about_ca_system_score_gemma":0.00003331843,"threshold_uncertainty_score":0.31278756},"labels":[],"label_agreement":null},{"id":"W2725006334","doi":"10.1093/geroni/igx004.2220","title":"RELATIONAL CITIZENSHIP, SEXUAL RIGHTS, AND A NEW ETHIC FOR DEMENTIA CARE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Feminism, Gender, and Sexuality Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"","keywords":"Citizenship; Scholarship; Duty; Harm; Human sexuality; Dementia; Psychology; Sexual ethics; Sociology; Political science; Social psychology; Gender studies; Law; Medicine","score_opus":0.2087123892893406,"score_gpt":0.40728009100620166,"score_spread":0.19856770171686106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2725006334","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9173465,0.0006988614,0.0055885804,0.028671926,0.0010127199,0.0005232634,0.000016080829,0.00007476536,0.046067327],"genre_scores_gemma":[0.99567795,0.0000054726042,0.0016788627,0.00035939898,0.00033265306,0.00001436768,0.000016368238,0.000004136677,0.0019107875],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99924314,0.00003862746,0.00021408862,0.00016312674,0.00018503168,0.00015597019],"domain_scores_gemma":[0.99940616,0.00014530952,0.00013868984,0.00010176699,0.000186679,0.000021380896],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00080279686,0.000058414153,0.00008300454,0.00010358595,0.0015475856,0.0001378351,0.0001003504,0.0000705716,0.000013173047],"category_scores_gemma":[0.00063182705,0.000061583145,0.000008291559,0.00014035204,0.00016164001,0.00015513053,0.00003923291,0.000098004886,0.0000015832615],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007335382,0.000005051268,0.14534552,0.00003207486,0.00003100041,7.8886876e-7,0.25048673,0.0000038890666,0.000049514972,0.59047246,0.0058766413,0.0076889824],"study_design_scores_gemma":[0.0018194412,0.000043756776,0.32209978,0.000085929394,0.000031187355,7.105016e-7,0.20646572,0.00009065286,0.00009469426,0.30119008,0.16767573,0.00040234203],"about_ca_topic_score_codex":0.0018976757,"about_ca_topic_score_gemma":0.0038519178,"teacher_disagreement_score":0.2892824,"about_ca_system_score_codex":0.000051000454,"about_ca_system_score_gemma":0.00013771221,"threshold_uncertainty_score":0.9997523},"labels":[],"label_agreement":null},{"id":"W2725013552","doi":"10.1093/geroni/igx004.2139","title":"EPIDEMIOLOGICAL EVIDENCE OF THE BIDIRECTIONAL RELATIONSHIP BETWEEN MOBILITY AND COGNITION","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Cerebral Palsy and Movement Disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Cognition; Epidemiology; Psychology; Cognitive psychology; Medicine; Neuroscience; Internal medicine","score_opus":0.1869131171541578,"score_gpt":0.40093631426433063,"score_spread":0.21402319711017284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2725013552","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9919123,0.000048472502,0.0003384917,0.0063160704,0.000052377407,0.00017892482,0.0000013651005,0.000007696113,0.0011442837],"genre_scores_gemma":[0.9994533,0.000006972949,0.00014378133,0.0002828023,0.00003453028,0.000008993731,0.0000053009576,0.0000016804884,0.00006264044],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994513,0.000045090623,0.00026632857,0.000097094504,0.00008736132,0.00005285743],"domain_scores_gemma":[0.99918866,0.00039353862,0.00018314892,0.00014405874,0.00008261122,0.000008004911],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009816068,0.000036854595,0.00009293052,0.000063218766,0.00013788568,0.000007823678,0.000039878927,0.00003826326,0.00001538461],"category_scores_gemma":[0.0059347996,0.00002616222,0.000015439678,0.00017548799,0.00012680086,0.00012610645,0.00003442404,0.00012636314,7.0520247e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011825121,0.000012788249,0.99193764,0.000039629158,0.0000032122855,8.779955e-8,0.000051598487,0.0000022037277,0.0007737468,0.0051114997,0.000023399834,0.002032385],"study_design_scores_gemma":[0.00027929913,0.000014879661,0.98165894,0.0003070555,0.000009190549,7.6465557e-7,0.00004225362,0.00003663964,0.0006642929,0.016919956,0.000041930536,0.000024806292],"about_ca_topic_score_codex":0.00007348993,"about_ca_topic_score_gemma":0.000018035013,"teacher_disagreement_score":0.011808456,"about_ca_system_score_codex":0.000017827226,"about_ca_system_score_gemma":0.00002194603,"threshold_uncertainty_score":0.7104938},"labels":[],"label_agreement":null},{"id":"W2725111929","doi":"10.1093/geroni/igx004.785","title":"EFFECT OF A PRIMARY CARE VIRTUAL WARD ON THE READMISSION RATES OF OLDER PATIENTS POST DISCHARGE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health and Well-being Studies","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Medicine; Psychological intervention; Emergency department; Residence; Primary care; Intervention (counseling); Emergency medicine; Transitional care; Pediatrics; Family medicine; Health care; Demography; Nursing","score_opus":0.021670774754021682,"score_gpt":0.35960293736085713,"score_spread":0.33793216260683545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2725111929","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98979694,0.000034900786,0.000013510459,0.001266527,0.00043818483,0.00029662292,0.000011432943,0.0000079258125,0.008133985],"genre_scores_gemma":[0.9992631,0.000002774251,0.000005087105,0.00051623274,0.000036215948,0.000027282844,0.00003328479,0.000008368548,0.0001076572],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991407,0.00010737869,0.00034869832,0.00013037719,0.00013585102,0.00013699949],"domain_scores_gemma":[0.9988247,0.00028542336,0.0003466451,0.00029088624,0.00024204333,0.000010257983],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005772935,0.0000810076,0.00017476153,0.0001386828,0.00016604933,0.000008936568,0.00013783942,0.000045496938,0.0000254016],"category_scores_gemma":[0.0005613165,0.000051442057,0.00001917789,0.00016152697,0.00005771221,0.000053044096,0.000049650695,0.0001325043,0.0000100435645],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022990542,0.000089791756,0.9170301,0.00030988376,0.000019487123,0.0000010525232,0.013995053,0.0000014398814,0.0011587582,0.004227001,0.0015026863,0.061434824],"study_design_scores_gemma":[0.0011152268,0.0004798738,0.98767275,0.0005262931,0.0000045056636,1.2818835e-7,0.0005341381,0.0000031083382,0.009249033,0.000048062713,0.0003027997,0.00006407326],"about_ca_topic_score_codex":0.00019903142,"about_ca_topic_score_gemma":0.0000035649587,"teacher_disagreement_score":0.07064264,"about_ca_system_score_codex":0.0000337273,"about_ca_system_score_gemma":0.000024119221,"threshold_uncertainty_score":0.20977463},"labels":[],"label_agreement":null},{"id":"W2725166119","doi":"10.1093/geroni/igx004.2812","title":"ASSESSING FUNCTIONAL FRACTURE RISK: AN INDEPENDENT PREDICTOR OF INCIDENT FRACTURES AT SKELETAL SITE?","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Odds ratio; Osteoporosis; Logistic regression; Fracture (geology); Femoral neck; Fragility; Confidence interval; Internal medicine; Geology","score_opus":0.028129143003816102,"score_gpt":0.3444843466634256,"score_spread":0.3163552036596095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2725166119","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.992717,0.00006868116,0.00445014,0.00076718966,0.00039296362,0.00020048488,0.000011043516,0.000042108546,0.0013503828],"genre_scores_gemma":[0.9977272,0.0000061997093,0.00057173497,0.0007735778,0.0005509946,0.000010995163,0.0001955642,0.000022536411,0.00014115809],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982946,0.000049998733,0.00058139797,0.00029618086,0.0005722294,0.00020561073],"domain_scores_gemma":[0.9982253,0.000072047136,0.00083660823,0.0005031245,0.00030420534,0.000058739577],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00067867,0.00016564343,0.0002692035,0.00045138627,0.00034523295,0.0001280095,0.00013647591,0.00018865941,0.00047042954],"category_scores_gemma":[0.0007346136,0.00014239408,0.000049997365,0.00022170092,0.00009669247,0.00080427993,0.00009023604,0.0005798514,0.000010213297],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007536173,0.00011546606,0.9778612,0.000045552704,0.00003117568,0.00002766288,0.0012329906,0.00045309582,0.014201928,0.00012506467,0.00044485703,0.0053855954],"study_design_scores_gemma":[0.0012079759,0.000043308082,0.9870229,0.00015213584,0.000030802737,0.000030492314,0.00023417352,0.0005968042,0.007654883,0.00046585398,0.0024332064,0.00012748367],"about_ca_topic_score_codex":0.00041430173,"about_ca_topic_score_gemma":0.00016120715,"teacher_disagreement_score":0.009161631,"about_ca_system_score_codex":0.0001699343,"about_ca_system_score_gemma":0.00012481384,"threshold_uncertainty_score":0.5806662},"labels":[],"label_agreement":null},{"id":"W2725185844","doi":"10.1093/geroni/igx004.2673","title":"CANDRIVE OLDER DRIVER STUDY: OBJECTIVE VARIABLES PREDICTIVE OF AT-FAULT COLLISION","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Lakehead University; University of Victoria; McGill University; University of Ottawa; Baycrest Hospital; McMaster University; University of Toronto; University of Manitoba; Ottawa Hospital","funders":"","keywords":"Univariate analysis; Univariate; Logistic regression; Medicine; Crash; Multivariate analysis; Prospective cohort study; Multivariate statistics; Statistics; Internal medicine; Mathematics; Computer science","score_opus":0.042846545021290046,"score_gpt":0.407836656961275,"score_spread":0.364990111939985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2725185844","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9843864,0.000014011411,0.00087455555,0.0005292673,0.00095963216,0.0014375077,0.0000320213,0.000058010923,0.011708609],"genre_scores_gemma":[0.9972626,0.000009845467,0.0002753816,0.00013159726,0.00014290003,0.00023020766,0.000009692376,0.000023621626,0.0019141608],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978161,0.00025948492,0.00085185986,0.0003680105,0.00035835188,0.00034620243],"domain_scores_gemma":[0.9967243,0.00050753704,0.001042819,0.00054247363,0.001159124,0.000023725886],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0010847116,0.00016996286,0.0003644411,0.00041473928,0.0015934553,0.000017142045,0.00028372087,0.00011731368,0.00006797138],"category_scores_gemma":[0.001742426,0.00015715568,0.000022234934,0.00057827175,0.00013984529,0.00036837623,0.00058038975,0.00044779628,0.000027266344],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027386333,0.00012635074,0.9356861,0.000076507924,0.0000676007,0.000005244831,0.060692098,0.00012213034,0.00049072,0.00071870367,0.0017288921,0.0002582246],"study_design_scores_gemma":[0.0021762159,0.00007342329,0.97774243,0.00093264953,0.000020586864,3.140711e-7,0.017104551,0.00036449623,0.00047331862,0.0006468216,0.00032665953,0.0001385078],"about_ca_topic_score_codex":0.0021409262,"about_ca_topic_score_gemma":0.0045028245,"teacher_disagreement_score":0.043587547,"about_ca_system_score_codex":0.000540097,"about_ca_system_score_gemma":0.0001940264,"threshold_uncertainty_score":0.9997063},"labels":[],"label_agreement":null},{"id":"W2725195565","doi":"10.1093/geroni/igx004.3069","title":"PERSON-CENTERED CARE (PCC) PRACTICES AND EATING ASSISTANCE IN CANADIAN LONG-TERM CARE FACILITIES","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta; University of Waterloo","funders":"","keywords":"Checklist; Medicine; Quarter (Canadian coin); Long-term care; Psychology; Gerontology; Nursing","score_opus":0.1151087540540383,"score_gpt":0.3917848866197349,"score_spread":0.27667613256569656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2725195565","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9842591,0.0011011777,0.000011050185,0.0051687267,0.00019886554,0.00028969953,0.000017797329,0.000022420076,0.008931153],"genre_scores_gemma":[0.9983736,0.00003758141,0.00052331097,0.0006179156,0.00009444602,0.000026034084,0.00006762291,0.000011210563,0.00024824802],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989694,0.00002859611,0.00032524727,0.00023061874,0.00014123175,0.00030490768],"domain_scores_gemma":[0.99909467,0.00003261293,0.00033885252,0.00021710008,0.00023702891,0.00007975249],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028118922,0.00010098201,0.00017552453,0.00056915794,0.00035594124,0.00017532641,0.00007472123,0.00006363921,0.000029804818],"category_scores_gemma":[0.0004764691,0.00011336933,0.0000111858535,0.0002263219,0.000056496603,0.0003633156,0.000019114139,0.00029912623,0.0000023649363],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017493085,0.0000069618054,0.97023934,0.0012743588,0.0000030612127,0.00006808524,0.02017238,4.9762195e-7,0.00015580952,0.00040562282,0.000028313207,0.007628075],"study_design_scores_gemma":[0.0012926932,0.000017675216,0.955473,0.0020420996,0.0000034954496,0.000013961469,0.038198218,0.00009670165,0.00009867612,0.000013434123,0.0026458523,0.00010420934],"about_ca_topic_score_codex":0.095642574,"about_ca_topic_score_gemma":0.41735548,"teacher_disagreement_score":0.32171288,"about_ca_system_score_codex":0.0005791733,"about_ca_system_score_gemma":0.0002869834,"threshold_uncertainty_score":0.91037965},"labels":[],"label_agreement":null},{"id":"W2725217908","doi":"10.1093/geroni/igx004.4369","title":"AGE AND JOB SATISFACTION WITHIN A CANADIAN CONTEXT","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Language, Metaphor, and Cognition","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Job satisfaction; Socioemotional selectivity theory; Job attitude; Life satisfaction; Psychology; Context (archaeology); Expectancy theory; Logistic regression; Demographic economics; Job performance; Social psychology; Medicine; Developmental psychology; Geography; Economics","score_opus":0.034541988411893584,"score_gpt":0.3184943792151414,"score_spread":0.2839523908032478,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2725217908","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9546876,0.00004630792,0.00022099381,0.00069410977,0.00074328674,0.000105415085,0.000004487927,0.000019952668,0.04347785],"genre_scores_gemma":[0.9977882,0.000001683404,0.00008868926,0.0010796116,0.00009273166,0.000021843573,0.000012873582,0.000008463582,0.0009058851],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994093,0.00003302741,0.00020498308,0.00015543876,0.000060218852,0.00013698656],"domain_scores_gemma":[0.9995668,0.000015933267,0.00013488799,0.00019361834,0.00006109612,0.000027684951],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035565242,0.000062836625,0.000077685145,0.00032684006,0.00020808508,0.00011674202,0.000056276283,0.000061804974,0.00021496136],"category_scores_gemma":[0.000115015304,0.000065792265,0.000007227887,0.00015963838,0.00004459567,0.0001886556,0.000010045377,0.00013486952,0.000044829503],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014239867,0.0000063765697,0.6216497,0.000010463876,0.000020504294,0.00014274247,0.015082506,6.153492e-7,0.0013477459,0.14724588,0.00075035176,0.2137289],"study_design_scores_gemma":[0.0005114679,0.0000087062535,0.9895915,0.00003494996,0.0000041925045,0.0000143137295,0.0028953978,0.000019055124,0.00013565047,0.0054665743,0.0012274163,0.00009081689],"about_ca_topic_score_codex":0.2627062,"about_ca_topic_score_gemma":0.45438632,"teacher_disagreement_score":0.3679418,"about_ca_system_score_codex":0.00005244828,"about_ca_system_score_gemma":0.000034337983,"threshold_uncertainty_score":0.74220353},"labels":[],"label_agreement":null},{"id":"W2725264369","doi":"10.1093/geroni/igx004.2506","title":"ENGAGING URBAN AND RURAL SENIORS AS RESEARCH PARTNERS TO IMPROVE CHRONIC DISEASE MANAGEMENT","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Qualitative research; Gerontology; Stakeholder; Osteoarthritis; Population; Rural health; Rural area; Nursing; Alternative medicine; Public relations; Sociology; Environmental health; Political science","score_opus":0.03394338905227486,"score_gpt":0.4089143208671915,"score_spread":0.37497093181491664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2725264369","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97925377,0.000057472113,0.00012588466,0.01196254,0.00016395802,0.00070357247,8.029156e-7,0.000028616521,0.0077033844],"genre_scores_gemma":[0.99748397,0.000009939607,0.00037055512,0.00038101562,0.00017825994,0.00008678655,0.000014375512,0.000012807642,0.0014622781],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988894,0.00006534807,0.0002592671,0.00023210053,0.0003052911,0.00024860722],"domain_scores_gemma":[0.9992551,0.00006174607,0.00006303242,0.00037845186,0.00015069016,0.000090947084],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016556192,0.00008194788,0.00010393518,0.00058436923,0.0003107647,0.000096556076,0.000080515616,0.000027608212,0.00001864417],"category_scores_gemma":[0.0007046764,0.000075212396,0.000017982436,0.00042924803,0.0001097968,0.00017113338,0.00011349239,0.00024134382,0.00002299753],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027683377,0.00015665374,0.60879534,0.00351228,0.00006956527,0.00008098827,0.007208406,0.00008611886,0.05787424,0.081794925,0.0027638776,0.23738076],"study_design_scores_gemma":[0.0011954447,0.00010056894,0.98783416,0.0007426786,0.0000077496525,5.676846e-7,0.0025227035,0.0011259713,0.0003758228,0.0018133491,0.004157747,0.00012323515],"about_ca_topic_score_codex":0.00009341306,"about_ca_topic_score_gemma":0.000008932364,"teacher_disagreement_score":0.3790388,"about_ca_system_score_codex":0.00021527163,"about_ca_system_score_gemma":0.00006150762,"threshold_uncertainty_score":0.30670726},"labels":[],"label_agreement":null},{"id":"W2725302124","doi":"10.1093/geroni/igx004.4612","title":"EFFECTS OF PATIENT CENTERED MEDICAL HOMES ON MEDICARE BENEFICIARIES WITH MULTIPLE CHRONIC CONDITIONS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health and Well-being Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicaid; Medicine; Receipt; Multiple Chronic Conditions; Logistic regression; Medical home; Family medicine; Chronic condition; Quarter (Canadian coin); Chronic care; Gerontology; Health care; Demography; Chronic disease; Primary care; Internal medicine","score_opus":0.016571787188182245,"score_gpt":0.34210014962607793,"score_spread":0.3255283624378957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2725302124","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99292594,0.00017954645,0.00017125632,0.0037300857,0.0006452035,0.00023980594,0.000009237685,0.000028622107,0.0020703138],"genre_scores_gemma":[0.99907863,0.000016111397,0.000028495333,0.0006459225,0.00008964826,0.00008252798,0.000027869717,0.000009705021,0.000021093889],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989222,0.00005105964,0.00036188622,0.00017144246,0.0002729534,0.00022040492],"domain_scores_gemma":[0.9989946,0.0003431713,0.0002846568,0.00023752332,0.00011053194,0.000029517387],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022492894,0.00009066885,0.0001794446,0.00021620131,0.0002563288,0.000014478165,0.00013494976,0.00007242355,0.0000851529],"category_scores_gemma":[0.0008421381,0.00007451113,0.000013088087,0.00019220573,0.0001464207,0.00005402124,0.000038136375,0.00019454659,0.0000121681105],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015845078,0.00046250154,0.8124676,0.0006591392,0.00015306151,0.00013760205,0.015424947,0.000054931064,0.00021583095,0.075379945,0.003573173,0.09131281],"study_design_scores_gemma":[0.0029267361,0.00035051035,0.9889062,0.0014514385,0.0000088472425,0.0000037155396,0.0010220745,0.00009369238,0.0017060136,0.0004913978,0.002900178,0.0001391827],"about_ca_topic_score_codex":0.0004035143,"about_ca_topic_score_gemma":0.0005070478,"teacher_disagreement_score":0.17643861,"about_ca_system_score_codex":0.000062643296,"about_ca_system_score_gemma":0.000093575334,"threshold_uncertainty_score":0.30384758},"labels":[],"label_agreement":null},{"id":"W2725309032","doi":"10.1093/geroni/igx004.2024","title":"FINANCIAL FRAUDS AND THE HEALTH OF MIDDLE-AGED AND OLDER ADULTS: THE CASE OF SPAIN","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Financial compensation; Compensation (psychology); Currency; Business; Finance; Mental health; Population; Sample (material); Quality of life (healthcare); Quality (philosophy); Environmental health; Medicine; Psychology; Psychiatry; Economics","score_opus":0.01806716649563215,"score_gpt":0.25951733243718084,"score_spread":0.2414501659415487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2725309032","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968745,0.00016844003,0.000102202954,0.002285416,0.000088855035,0.00023700301,0.0000015649872,0.0000062996387,0.00023572083],"genre_scores_gemma":[0.9985862,0.000015157436,0.00009945066,0.0011073011,0.00014522015,0.000008186668,0.0000062171425,0.0000063401135,0.000025961132],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99911773,0.000026582517,0.0004904482,0.00013797887,0.000115447016,0.0001118221],"domain_scores_gemma":[0.99860954,0.00007895671,0.0008496102,0.0002653507,0.00019442562,0.0000021353785],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001994275,0.00008285004,0.00019649568,0.00023726544,0.00040231773,0.00011540303,0.00013403798,0.00002689083,0.0000141744895],"category_scores_gemma":[0.000782077,0.00005391624,0.000021398571,0.000555798,0.00021298713,0.00042776903,0.00014369714,0.00010358919,5.982382e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000090938665,0.000026071819,0.8657708,0.0003836264,0.000005473659,0.000011725221,0.002168624,0.0000053172694,0.000043682478,0.11000205,0.0002726525,0.021219036],"study_design_scores_gemma":[0.0020007498,0.0000061873884,0.98502195,0.000555875,0.00001894842,0.0000044751246,0.0009205348,0.0061234864,0.000033373606,0.004674472,0.0005376759,0.00010225114],"about_ca_topic_score_codex":0.0064320904,"about_ca_topic_score_gemma":0.0017101275,"teacher_disagreement_score":0.11925116,"about_ca_system_score_codex":0.000009355837,"about_ca_system_score_gemma":0.000018790728,"threshold_uncertainty_score":0.972344},"labels":[],"label_agreement":null},{"id":"W2725323802","doi":"10.1093/geroni/igx004.436","title":"BUILDING FUTURE COHORTS OF RESEARCHERS: RATIONALE AND AIMS OF AN INTERNATIONAL SUMMER SCHOOL ON AGEING","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Presentation (obstetrics); Healthy ageing; Political science; Geography; Regional science; Medicine; Ageing","score_opus":0.1299383822192006,"score_gpt":0.4701704068930228,"score_spread":0.3402320246738222,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2725323802","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9851235,0.000043802662,0.00043069987,0.002203153,0.00034394674,0.00012507623,0.0000052718606,0.000009092052,0.011715462],"genre_scores_gemma":[0.9981942,0.0000038356006,0.0010048043,0.0000860918,0.00018884007,0.000016882102,0.00001498572,0.000008215134,0.0004821206],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99896973,0.000096259006,0.0003208562,0.00021299002,0.00024777415,0.00015237137],"domain_scores_gemma":[0.9990414,0.00010237024,0.00023263533,0.00032502378,0.00027285764,0.000025751013],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013583326,0.000063480875,0.00012611887,0.0005147901,0.00011552872,0.00004384981,0.0002612254,0.0000789058,0.00018978344],"category_scores_gemma":[0.00050889404,0.000064655556,0.000011608787,0.00019445377,0.00015460441,0.00030477144,0.00006836343,0.00029443376,0.0000032731275],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015986415,0.00011417406,0.8097962,0.00003057586,0.000061245184,0.000032549524,0.0028572602,0.000030098308,0.0041043134,0.13877971,0.0004818094,0.043552153],"study_design_scores_gemma":[0.00082191266,0.00005348269,0.9918986,0.00012442603,0.0000020145683,0.0000059983995,0.0016770188,0.00038719058,0.0015473783,0.0024247186,0.0009824265,0.00007481082],"about_ca_topic_score_codex":0.0003184819,"about_ca_topic_score_gemma":0.00005308622,"teacher_disagreement_score":0.18210238,"about_ca_system_score_codex":0.000033843557,"about_ca_system_score_gemma":0.000038891274,"threshold_uncertainty_score":0.2636577},"labels":[],"label_agreement":null},{"id":"W2725342122","doi":"10.1093/geroni/igx004.653","title":"INCREASED CARDIOVASCULAR CAPACITY IS ASSOCIATED WITH CORTICAL THICKNESS IN OLDER ADULTS WITH VCI","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Cardiac pacing and defibrillation studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Dementia; Medicine; Vascular dementia; Aerobic capacity; Cardiology; Internal medicine; Biomarker; Diabetes mellitus; Physical medicine and rehabilitation; Disease; Physical therapy; Endocrinology","score_opus":0.02669379069616532,"score_gpt":0.27881760051138404,"score_spread":0.2521238098152187,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2725342122","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98688304,0.00006599197,0.00073207094,0.00037465457,0.000059085945,0.00028659718,0.0000051917277,0.000050796785,0.0115425605],"genre_scores_gemma":[0.99932426,0.0000043278815,0.00019208166,0.0003183447,0.000059161415,0.000024869993,0.000018759922,0.000016517339,0.00004165926],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987074,0.000057676025,0.00031949923,0.00027333837,0.00043651534,0.00020555397],"domain_scores_gemma":[0.9988194,0.0000860948,0.00016867738,0.00041902097,0.00047700846,0.000029782843],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007729528,0.00013398597,0.0004816625,0.00029221873,0.00018556784,0.000051316092,0.000025512812,0.0000771649,0.0000052041955],"category_scores_gemma":[0.0008061121,0.00010568694,0.000048277157,0.00070517557,0.00012787062,0.00014987763,0.000028934386,0.00027936941,0.0000036521747],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017152975,0.00004101947,0.9957458,0.000052694577,0.00015684133,0.000055197546,0.0027120907,0.000078395555,0.00008438922,0.00015467156,0.00008057136,0.00066683197],"study_design_scores_gemma":[0.0048428653,0.00003179336,0.99225855,0.0011849881,0.00006162679,0.00007607331,0.00064900034,0.00023433386,0.00031596553,0.000019903104,0.00017750243,0.00014741637],"about_ca_topic_score_codex":0.0011104477,"about_ca_topic_score_gemma":0.0001771395,"teacher_disagreement_score":0.012441227,"about_ca_system_score_codex":0.000132144,"about_ca_system_score_gemma":0.00006966606,"threshold_uncertainty_score":0.4309788},"labels":[],"label_agreement":null},{"id":"W2725433134","doi":"10.1093/geroni/igx004.1158","title":"FLOURISHING DESPITE A CANCER DIAGNOSIS: FINDINGS FROM A NATIONALLY REPRESENTATIVE STUDY","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Psychosocial; Mental health; Cancer; Odds ratio; Anxiety; Psychiatry; Depression (economics); Internal medicine","score_opus":0.04591619546714635,"score_gpt":0.45436190099113133,"score_spread":0.40844570552398496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2725433134","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9905108,0.00021315,0.0014415634,0.0059908647,0.0005906904,0.00039313818,0.00000730324,0.000031922704,0.000820571],"genre_scores_gemma":[0.99394053,0.00008498416,0.003248516,0.0014817095,0.00043998365,0.0004705933,0.000013007804,0.000013372251,0.00030731378],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99904996,0.000037645637,0.00033350242,0.0002560129,0.00019389013,0.00012896558],"domain_scores_gemma":[0.9990816,0.0002228265,0.00023968889,0.00025701462,0.00018199175,0.000016850508],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004256255,0.000089466295,0.00018359465,0.00024267583,0.0002914236,0.000056183653,0.00014382349,0.000055930133,0.00019419432],"category_scores_gemma":[0.0008633922,0.00008428519,0.000017339169,0.00030230364,0.00007766858,0.00041596883,0.000043000342,0.00026481372,0.0000044395606],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000071697796,0.00016344165,0.9813257,0.000005385231,0.00007545257,0.000076696924,0.0069715427,0.000053618103,0.0005231905,0.00044959935,0.0008478808,0.009435825],"study_design_scores_gemma":[0.0025523547,0.00006073733,0.99018455,0.00022665807,0.000016861715,0.0000028235015,0.0011631277,0.00025108142,0.001234179,0.0021028845,0.0021100536,0.000094685056],"about_ca_topic_score_codex":0.0006046836,"about_ca_topic_score_gemma":0.0002712846,"teacher_disagreement_score":0.00934114,"about_ca_system_score_codex":0.00022179727,"about_ca_system_score_gemma":0.00009374457,"threshold_uncertainty_score":0.343705},"labels":[],"label_agreement":null},{"id":"W2725436086","doi":"10.1093/geroni/igx004.1616","title":"PSYCHOLOGICAL STATUS MEDIATES THE BIPHASIC RELATIONSHIP BETWEEN OSTEOARTHRITIS AND FALLS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Human Health and Disease","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Osteoarthritis; WOMAC; Fear of falling; Anxiety; Asymptomatic; Physical therapy; Depression (economics); Internal medicine; Poison control; Injury prevention; Psychiatry; Pathology; Alternative medicine; Emergency medicine","score_opus":0.10692935593359199,"score_gpt":0.4089563918054569,"score_spread":0.3020270358718649,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2725436086","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98813754,0.00025050595,0.000050046983,0.008571433,0.00008890339,0.00022792902,0.0000065324134,0.000025796478,0.0026413086],"genre_scores_gemma":[0.99809104,0.000016740927,0.00013715445,0.0013977656,0.00022329831,0.000022675718,0.000037230046,0.000005835291,0.00006824366],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99924856,0.000033088367,0.00028386264,0.00013730116,0.000121919475,0.00017526932],"domain_scores_gemma":[0.99927306,0.00022365681,0.00012319467,0.00024573205,0.00006537706,0.000068967594],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044877428,0.00005837487,0.00010146571,0.00014614823,0.00031934818,0.00006110758,0.00005769471,0.000048483063,0.000030093606],"category_scores_gemma":[0.0018310656,0.000042586496,0.0000097517295,0.00018948595,0.00011705767,0.000117240284,0.000025199788,0.00022932292,0.000017411767],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014531311,0.000008276391,0.9662267,0.00002264271,0.0000011522393,0.000008209991,0.00038435485,1.41646e-7,0.000020845333,0.0040934975,0.00017963586,0.029039988],"study_design_scores_gemma":[0.0012291196,0.000046696485,0.9925971,0.000072835544,0.0000063675107,0.0000038760177,0.00013228494,0.0000071889367,0.000013494955,0.0048343497,0.0010125249,0.000044145785],"about_ca_topic_score_codex":0.00003314112,"about_ca_topic_score_gemma":0.000015157225,"teacher_disagreement_score":0.028995842,"about_ca_system_score_codex":0.0000221203,"about_ca_system_score_gemma":0.00003929785,"threshold_uncertainty_score":0.24562003},"labels":[],"label_agreement":null},{"id":"W2725454125","doi":"10.1093/geroni/igx004.2732","title":"QUALITY OF LIFE IN RESIDENTIAL LONG-TERM CARE: CHINESE-SPEAKING IMMIGRANTS IN BRITISH COLUMBIA","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia; Simon Fraser University; Providence Health Care","funders":"","keywords":"Immigration; Mainstream; Quality of life (healthcare); Gerontology; Psychology; Population; Quality (philosophy); Medicine; Nursing; Political science; Environmental health","score_opus":0.031561091379633505,"score_gpt":0.3529080214959684,"score_spread":0.32134693011633486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2725454125","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9975347,0.0002234041,0.00005614548,0.00031477894,0.0003612998,0.00020465019,0.0000038346134,0.000018245999,0.0012829528],"genre_scores_gemma":[0.99943733,0.00008665295,0.000048171678,0.000052105876,0.00020091762,0.000015209416,0.000008113662,0.000006974836,0.00014453185],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99829054,0.00016254283,0.0007623095,0.00021654392,0.00034049718,0.00022758322],"domain_scores_gemma":[0.99900275,0.00007142279,0.0005016547,0.00018227764,0.00022449114,0.000017399363],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017833454,0.00006469782,0.0002483948,0.000233928,0.00047872186,0.00038375484,0.00026443336,0.000067253444,0.000034849163],"category_scores_gemma":[0.0017916822,0.00010390857,0.000025109477,0.0008190327,0.00016528518,0.00054257846,0.00006855407,0.00015355703,0.0000011127493],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003518162,0.000022952272,0.85864025,0.00004665289,0.000003321193,0.000008144437,0.13813083,0.000005744756,0.000046211764,0.00024639966,0.0000797168,0.0027662644],"study_design_scores_gemma":[0.000643937,0.0000027726248,0.9950794,0.00023213081,9.346747e-7,1.3789483e-7,0.0028095795,0.000007406242,0.000006233075,0.0010778708,0.000031282634,0.000108287546],"about_ca_topic_score_codex":0.9032174,"about_ca_topic_score_gemma":0.99674135,"teacher_disagreement_score":0.13643919,"about_ca_system_score_codex":0.00012099348,"about_ca_system_score_gemma":0.00016120452,"threshold_uncertainty_score":0.42372683},"labels":[],"label_agreement":null},{"id":"W2725500475","doi":"10.1093/geroni/igx004.1096","title":"CONTEXTUALIZING THE AGENDA FOR GLOBAL ACTION","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Action (physics); Population ageing; Affect (linguistics); Congruence (geometry); Population; Political science; Psychology; Public relations; Social psychology; Sociology; Communication","score_opus":0.2670514424463487,"score_gpt":0.5162063764807546,"score_spread":0.24915493403440592,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2725500475","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8656182,0.00010532119,0.030151462,0.015717989,0.0021067646,0.00036591478,0.0000064663614,0.000057835477,0.08587004],"genre_scores_gemma":[0.9965436,4.6526432e-7,0.00013155634,0.0006217029,0.0001687535,0.00008684672,0.0000071728514,0.0000054766633,0.0024344572],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.999301,0.000054193144,0.00019874297,0.00015929934,0.000074503936,0.00021223287],"domain_scores_gemma":[0.999286,0.00011154111,0.00014894216,0.0003360764,0.00011010708,0.000007358733],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009229588,0.000055261917,0.00007362696,0.000066306915,0.00048569567,0.000088366694,0.00024279987,0.00005722894,0.00005445921],"category_scores_gemma":[0.00035830328,0.00004446019,0.000017039041,0.00016194383,0.00009687446,0.00011065591,0.000036530553,0.00013777673,0.00003231942],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007849108,0.00003396686,0.20859967,0.000014159884,0.000041238825,0.000007140114,0.0043645636,0.0000040740965,0.00019903555,0.50732446,0.015208415,0.2641248],"study_design_scores_gemma":[0.0023900042,0.00005125927,0.87932974,0.000066209745,0.000009417607,0.000033647273,0.012862248,0.0006812665,0.0003042022,0.02117917,0.08286955,0.00022329755],"about_ca_topic_score_codex":0.00035543312,"about_ca_topic_score_gemma":0.00026868138,"teacher_disagreement_score":0.67073005,"about_ca_system_score_codex":0.000058835933,"about_ca_system_score_gemma":0.000022325936,"threshold_uncertainty_score":0.37356272},"labels":[],"label_agreement":null},{"id":"W2725523663","doi":"10.1093/geroni/igx004.920","title":"USING VIDEO REFLEXIVE GROUPS TO DEVELOP DEMENTIA PRACTICE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Reflexivity; Dementia; Focus group; Perspective (graphical); Unit (ring theory); Nursing; Psychology; Health care; Medicine; Medical education; Sociology; Computer science","score_opus":0.16501106817707853,"score_gpt":0.47773193583036033,"score_spread":0.3127208676532818,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2725523663","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6158576,0.000061254934,0.041795302,0.12093795,0.0010337388,0.000584484,0.0000012326857,0.00025451995,0.21947394],"genre_scores_gemma":[0.9240159,0.0000127081,0.074381985,0.0014172503,0.000061888364,0.000015466254,0.0000023698685,0.0000053005792,0.000087150744],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991523,0.000109200715,0.00027163033,0.00013189124,0.00016542223,0.00016953514],"domain_scores_gemma":[0.9986201,0.00012812647,0.000294204,0.0003813162,0.000555577,0.000020687934],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0018790443,0.000049149505,0.00006859432,0.00030969502,0.0008794826,0.00014814323,0.00049955636,0.00006780731,0.000052702748],"category_scores_gemma":[0.008551052,0.000058656704,0.0000052976156,0.0010906878,0.00011400425,0.000570638,0.00019211372,0.00015351988,0.00003872937],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008492198,0.000035510122,0.039227057,0.0000035954592,0.000016330754,0.000004900632,0.019845273,0.000016712287,0.0027184342,0.8661061,0.0004513124,0.0715663],"study_design_scores_gemma":[0.00064105785,0.000011164203,0.046712272,0.00012824878,0.000013842955,0.000003134366,0.016421113,0.00083560846,0.0018683391,0.016775196,0.9162432,0.0003468099],"about_ca_topic_score_codex":0.0024653776,"about_ca_topic_score_gemma":0.0018817885,"teacher_disagreement_score":0.9157919,"about_ca_system_score_codex":0.00014235564,"about_ca_system_score_gemma":0.00016581312,"threshold_uncertainty_score":0.9998003},"labels":[],"label_agreement":null},{"id":"W2725529514","doi":"10.1093/geroni/igx004.566","title":"A TYPOLOGY OF SPOUSE CAREGIVER QUALITY OF LIFE EXPERIENCES ACROSS NEURODEGENERATIVE DISEASE GROUPS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Spouse; Disease; Dementia; Psychology; Stressor; Quality of life (healthcare); Clinical psychology; Typology; Gerontology; Caregiver burden; Coping (psychology); Respite care; Medicine; Nursing; Psychotherapist","score_opus":0.07976358637924216,"score_gpt":0.4324160099835776,"score_spread":0.35265242360433546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2725529514","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99743956,0.000035590965,0.0003812061,0.0009752596,0.00009230207,0.00017159588,0.000008632576,0.000006486918,0.0008893357],"genre_scores_gemma":[0.9994911,0.0000070231854,0.00005024631,0.00024488603,0.000039252125,0.000036003024,0.0000113113065,0.000004702781,0.00011550077],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99900055,0.000070608345,0.0003892629,0.0001542961,0.00024212348,0.00014317014],"domain_scores_gemma":[0.99895275,0.000045727833,0.00028717297,0.0002383498,0.00043802752,0.000037995193],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005394099,0.000059977538,0.00018322565,0.00013787251,0.00008596865,0.000015907064,0.00010711956,0.000022833003,0.000087939436],"category_scores_gemma":[0.0009862361,0.00005360774,0.000024820903,0.00024196487,0.00031583424,0.0001505243,0.00008556038,0.00008646293,0.0000014530945],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026971876,0.00012809352,0.9681124,0.00009401993,0.000015401121,0.000009250003,0.009341247,0.0000028494317,0.016034711,0.0043825572,0.000027367036,0.0015823939],"study_design_scores_gemma":[0.001109028,0.000066799636,0.96581835,0.000057209025,0.0000039621345,4.5323884e-7,0.014633929,0.00004772387,0.018005177,0.00019131372,0.00002093403,0.000045127723],"about_ca_topic_score_codex":0.00020602182,"about_ca_topic_score_gemma":0.000023321356,"teacher_disagreement_score":0.0052926815,"about_ca_system_score_codex":0.000017061013,"about_ca_system_score_gemma":0.00011854963,"threshold_uncertainty_score":0.21860601},"labels":[],"label_agreement":null},{"id":"W2725530226","doi":"10.1093/geroni/igx004.2337","title":"ETHICAL CHALLENGES IN PRAGMATIC COMPARATIVE EFFECTIVENESS TRIALS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Informed consent; Intervention (counseling); Randomized controlled trial; Clinical trial; Outcome (game theory); Medicine; Randomization; Engineering ethics; Psychology; Alternative medicine; Nursing; Surgery; Engineering","score_opus":0.7640684440128762,"score_gpt":0.5659278882648673,"score_spread":0.19814055574800893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2725530226","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8807673,0.0011944806,0.0034296145,0.09770816,0.0008783185,0.0012317597,0.000030113713,0.00003592582,0.014724368],"genre_scores_gemma":[0.9969331,0.000074480486,0.0008266624,0.0017098277,0.00016250915,0.00023819866,0.000013598434,0.0000131298675,0.000028512128],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9926964,0.0015882052,0.0049311128,0.00043648938,0.000081888626,0.0002659188],"domain_scores_gemma":[0.99130666,0.0044208816,0.0036436664,0.0005065568,0.0000911696,0.000031040745],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.10890172,0.00013869352,0.0013213542,0.0008695746,0.00018603698,0.00014409349,0.0002898818,0.00021463246,0.000072749644],"category_scores_gemma":[0.031344432,0.0001749426,0.000043114578,0.0002846003,0.000074145406,0.0005664619,0.000057021458,0.00047635837,0.00029619902],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018048315,0.00006487157,0.13577522,0.00047527647,0.000023530207,0.0000017282191,0.0068396954,0.0003272071,0.000017163457,0.85538125,0.0002829875,0.0007930227],"study_design_scores_gemma":[0.002147528,0.00002718601,0.82434046,0.0007527181,0.0000017030435,0.000001731223,0.0017769578,0.0053482754,0.000046532543,0.16087735,0.0043925988,0.00028695175],"about_ca_topic_score_codex":0.00050255674,"about_ca_topic_score_gemma":0.00039279205,"teacher_disagreement_score":0.6945039,"about_ca_system_score_codex":0.0004907681,"about_ca_system_score_gemma":0.00009286152,"threshold_uncertainty_score":0.976815},"labels":[],"label_agreement":null},{"id":"W2725549098","doi":"10.1093/geroni/igx004.096","title":"COHORT EFFECTS IN DISABILITY: IMPLICATIONS FOR MORE DISABILITY IN OLD AGE AND IN RECENT GENERATIONS?","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institute for Work & Health; Krembil Foundation; Public Health Ontario; University of Toronto","funders":"","keywords":"Cohort; Medicine; Odds; Demography; Gerontology; Cohort effect; Life course approach; Cohort study; Obesity; Logistic regression; Population; Psychology; Environmental health","score_opus":0.06800956287905108,"score_gpt":0.42373096921079473,"score_spread":0.35572140633174365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2725549098","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9368832,0.000026900661,0.00011051851,0.06136613,0.00014887984,0.0010277429,0.0000063806024,0.0000111316085,0.0004191126],"genre_scores_gemma":[0.99806905,0.00006207359,0.00043303947,0.0008464475,0.000059945825,0.00047731583,0.00001882997,0.0000047890117,0.000028481656],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99881923,0.00010852432,0.00047907457,0.0002359002,0.000092039125,0.00026525286],"domain_scores_gemma":[0.999177,0.0004005744,0.00010165923,0.00024018613,0.000051947725,0.000028659284],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022457615,0.00006633681,0.00016270186,0.00010442506,0.00032432075,0.00011657674,0.00012702824,0.00006992211,0.000004997656],"category_scores_gemma":[0.0027271642,0.00007239833,0.000010373774,0.00056837173,0.00028262395,0.00033683414,0.00003909873,0.00012991582,2.7638566e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000039715455,0.000059903577,0.9310039,0.00007643833,6.149039e-7,4.6954122e-7,0.0025321455,0.000026629743,0.000014525162,0.05473697,0.000019383606,0.011524998],"study_design_scores_gemma":[0.0003877695,0.000002711784,0.982837,0.000073087955,7.4632544e-7,4.842402e-8,0.000700435,0.00021235035,0.000010863971,0.014554285,0.00114766,0.00007304722],"about_ca_topic_score_codex":0.022587681,"about_ca_topic_score_gemma":0.21194087,"teacher_disagreement_score":0.18935318,"about_ca_system_score_codex":0.0005674356,"about_ca_system_score_gemma":0.00008398819,"threshold_uncertainty_score":0.983921},"labels":[],"label_agreement":null},{"id":"W2725555745","doi":"10.1093/geroni/igx004.4302","title":"WHO IS MOST LIKELY TO PLAN FOR FUTURE CARE NEEDS?","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Theory of planned behavior; Psychological intervention; Psychology; Variance (accounting); Control (management); Multilevel model; Advance care planning; Sample (material); Plan (archaeology); Regression analysis; Financial plan; Applied psychology; Social psychology; Gerontology; Nursing; Medicine; Business; Computer science; Psychiatry","score_opus":0.059627022836697643,"score_gpt":0.41659473304768596,"score_spread":0.35696771021098833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2725555745","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94626534,0.000102634214,0.0012495624,0.037194274,0.0046848636,0.00091854564,0.00006686773,0.00007123428,0.00944665],"genre_scores_gemma":[0.99113256,0.000005244352,0.00085341407,0.0037573427,0.0017588973,0.0001261191,0.00007661444,0.000021038371,0.002268776],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99906635,0.000023489938,0.0003618676,0.00015708576,0.00011129521,0.00027990222],"domain_scores_gemma":[0.99890834,0.00006633823,0.00022050527,0.0003383188,0.00043667917,0.00002984287],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028866046,0.0000892352,0.00015057538,0.00043656715,0.0009808395,0.00004692766,0.00018746208,0.00012256367,0.000050734732],"category_scores_gemma":[0.00017629431,0.000088655805,0.000018316307,0.00057956215,0.00001115058,0.00014438432,0.000058038648,0.00022956803,0.0000374198],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009687261,0.000015046149,0.2915374,0.00043354245,0.000011514477,0.0000023583991,0.2448049,0.0000062182007,0.0004942386,0.011281774,0.35781226,0.09350387],"study_design_scores_gemma":[0.0012186667,0.000048260277,0.28768513,0.00054569345,0.000008022792,4.818967e-7,0.11072014,0.000029718145,0.00038338482,0.0009498524,0.59818375,0.00022687926],"about_ca_topic_score_codex":0.00036638795,"about_ca_topic_score_gemma":0.00021599267,"teacher_disagreement_score":0.24037151,"about_ca_system_score_codex":0.00013561561,"about_ca_system_score_gemma":0.0001293376,"threshold_uncertainty_score":0.7543923},"labels":[],"label_agreement":null},{"id":"W2725575067","doi":"10.1093/geroni/igx004.2028","title":"TRANSITIONS ACROSS COGNITIVE STATES AMONG OLDER ADULTS AND EDUCATION: A MULTI-STATE SURVIVAL MODEL","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Socioeconomic status; Cognition; Psychology; Dementia; Longitudinal study; Cognitive skill; Educational attainment; Gerontology; Developmental psychology; Cognitive decline; Cognitive impairment; Medicine; Demography; Psychiatry; Disease; Sociology","score_opus":0.1675114707476461,"score_gpt":0.46056290240194736,"score_spread":0.29305143165430125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2725575067","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99095947,0.000015920294,0.003920892,0.0021328724,0.00023939835,0.00038247957,0.000026025962,0.000029831626,0.0022931194],"genre_scores_gemma":[0.9988824,0.000038546506,0.00023609423,0.00014827693,0.00005315147,0.000083569386,0.000028634206,0.0000071543595,0.00052216486],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990272,0.00006135984,0.0002690311,0.00022199261,0.00019524262,0.00022518242],"domain_scores_gemma":[0.9993155,0.0000429341,0.00014298123,0.00012449648,0.00033598664,0.000038071877],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008334181,0.000080007696,0.0000930539,0.000070585316,0.0010452362,0.00028813758,0.00010886433,0.000036833746,0.000015782474],"category_scores_gemma":[0.00022419337,0.00008749982,0.000014805134,0.00021759009,0.00044751694,0.0006062609,0.000029512865,0.00009367726,0.0000025751933],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011501883,0.00019211306,0.74615324,0.0000395622,0.000007993661,5.5640646e-7,0.22416957,0.000097454475,0.000018276425,0.0026887981,0.000035164332,0.0265858],"study_design_scores_gemma":[0.0009145314,0.0000069231683,0.90212613,0.00031751642,0.0000047348644,1.02412194e-7,0.08450842,0.005969705,0.00007433821,0.005856864,0.00005046629,0.00017027097],"about_ca_topic_score_codex":0.0047390596,"about_ca_topic_score_gemma":0.015221861,"teacher_disagreement_score":0.15597293,"about_ca_system_score_codex":0.00007927493,"about_ca_system_score_gemma":0.0001303697,"threshold_uncertainty_score":0.8494156},"labels":[],"label_agreement":null},{"id":"W2725575674","doi":"10.1093/geroni/igx004.2959","title":"A COMPARATIVE ANALYSIS OF RESILIENCE IN TWO COHORTS OF OLDER, SINGLE WOMEN IN RURAL AUSTRALIA","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Resilience and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"North Island College","funders":"","keywords":"Psychological resilience; Sociocultural evolution; Psychology; Older people; Acquiescence; Gerontology; Gender studies; Social psychology; Sociology; Medicine; Political science","score_opus":0.08199566030888662,"score_gpt":0.47580531254555414,"score_spread":0.39380965223666753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2725575674","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9956412,0.00001216871,0.000036441346,0.000059999657,0.00010351002,0.00016769143,0.0000033406245,0.0000028954603,0.0039727837],"genre_scores_gemma":[0.99958724,0.0000013765267,0.00006221611,0.0000316208,0.000006315562,0.000027346468,0.0000072979024,0.0000021172661,0.00027449036],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987186,0.00007271226,0.0006704111,0.00016051307,0.0001317116,0.0002460498],"domain_scores_gemma":[0.99914426,0.000047300207,0.00045660802,0.0002749588,0.00006016292,0.000016714039],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007973496,0.000065973574,0.00034210537,0.0011557353,0.000027681497,0.000010381544,0.00017537286,0.000029984734,0.000102036014],"category_scores_gemma":[0.000039584895,0.000069515554,0.00001585043,0.0020949987,0.00012099921,0.00018858646,0.000028500363,0.00011441046,0.0000028518464],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004338957,0.00017714428,0.9651155,0.000015910848,0.000017442306,0.0000057263237,0.02313195,0.00046580716,0.006632674,0.0023421235,0.000012608416,0.0020397597],"study_design_scores_gemma":[0.00067707646,0.00003538401,0.9863314,0.00013175269,0.0000043843766,5.2126046e-7,0.009298581,0.0003630872,0.002778454,0.0003170584,0.0000060339125,0.000056235072],"about_ca_topic_score_codex":0.008464454,"about_ca_topic_score_gemma":0.0039191553,"teacher_disagreement_score":0.021215968,"about_ca_system_score_codex":0.00017785901,"about_ca_system_score_gemma":0.00002938722,"threshold_uncertainty_score":0.99813825},"labels":[],"label_agreement":null},{"id":"W2725608917","doi":"10.1093/geroni/igx004.1499","title":"WALKING FOR OUR HEALTH: MARRIED PARTNERS’ COLLABORATION AND PHYSICAL ACTIVITY","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Physical Activity and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Intervention (counseling); Context (archaeology); Psychological intervention; Physical activity; Set (abstract data type); Psychology; Goal setting; Phone; Randomized controlled trial; Physical therapy; Medicine; Gerontology; Nursing; Social psychology; Computer science","score_opus":0.12368925479877516,"score_gpt":0.46251156430627144,"score_spread":0.33882230950749626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2725608917","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9566468,0.0000043413047,0.0015725265,0.040821824,0.00009569616,0.00038843832,0.0000050598155,0.000023888251,0.0004414218],"genre_scores_gemma":[0.99847007,0.0000033330261,0.00046036296,0.0006148467,0.0003193656,0.000038969538,0.000012147919,0.00000792615,0.0000729769],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9994102,0.000022091075,0.00013793544,0.00016504954,0.00010408551,0.00016061042],"domain_scores_gemma":[0.9994233,0.000049186798,0.00022193528,0.00015435248,0.00011314887,0.00003804694],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000356352,0.000066367276,0.00021570265,0.000099530975,0.00031886421,0.000060813458,0.00003184542,0.000030914813,4.315186e-7],"category_scores_gemma":[0.00027859322,0.00006563947,0.0000125386005,0.00020870248,0.000022049826,0.00035595943,0.000022158521,0.00014463824,9.769601e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008660072,0.001671163,0.073428854,0.001639451,0.00004912553,0.0000071638706,0.012484694,0.000014947802,0.11586331,0.13069421,0.0024419932,0.6608391],"study_design_scores_gemma":[0.005239161,0.0005610654,0.93311554,0.00058521284,0.000017263337,0.0000053970984,0.0014925551,0.018320523,0.020148888,0.014475006,0.0057550296,0.0002843517],"about_ca_topic_score_codex":0.00007990882,"about_ca_topic_score_gemma":0.00006176526,"teacher_disagreement_score":0.8596867,"about_ca_system_score_codex":0.000104312116,"about_ca_system_score_gemma":0.00015406695,"threshold_uncertainty_score":0.26767},"labels":[],"label_agreement":null},{"id":"W2725673680","doi":"10.1093/geroni/igx004.158","title":"GLOBAL COUNCIL ON BRAIN HEALTH: ADVANCING INTERNATIONAL DIALOGUE TO PROMOTE WELL-BEING","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Resilience and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Public relations; Political science; Trustworthiness; Engineering ethics; Psychology; Medical education; Medicine; Engineering; Social psychology","score_opus":0.05303460623479814,"score_gpt":0.4237855167541598,"score_spread":0.3707509105193617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2725673680","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79109085,0.000013471884,0.0019313087,0.044541266,0.0030534433,0.0003713717,0.000007144765,0.0000444572,0.15894666],"genre_scores_gemma":[0.97900605,0.000002958806,0.0006149236,0.01883088,0.0002668744,0.00003827668,0.000017635068,0.000009438813,0.0012129557],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99849135,0.000041558153,0.0004443681,0.00031071383,0.00035958405,0.0003524087],"domain_scores_gemma":[0.99916834,0.00004354646,0.0002635172,0.0003307183,0.00013730366,0.000056580375],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015268226,0.000098363475,0.0001252887,0.0001651212,0.0002673902,0.00008080485,0.0003040558,0.0000436324,0.000083645406],"category_scores_gemma":[0.0005109755,0.00010561025,0.000014262943,0.0003543507,0.000026126318,0.0002231614,0.00006451525,0.00014001023,0.00020262095],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014960555,0.00018437431,0.20971374,0.000041266587,0.000014535687,0.00004697274,0.011274953,0.00025411733,0.00045462657,0.21399477,0.023482583,0.54038846],"study_design_scores_gemma":[0.002033832,0.00031420597,0.6845809,0.00081293535,0.0000013188613,0.00003356313,0.0014412656,0.00038194965,0.00028526023,0.012348173,0.29741296,0.00035359905],"about_ca_topic_score_codex":0.0018626377,"about_ca_topic_score_gemma":0.0010430461,"teacher_disagreement_score":0.54003483,"about_ca_system_score_codex":0.0014460367,"about_ca_system_score_gemma":0.00022368682,"threshold_uncertainty_score":0.4306661},"labels":[],"label_agreement":null},{"id":"W2725704222","doi":"10.1093/geroni/igx004.212","title":"PRESIDENTIAL SYMPOSIUM: LONG-TERM OUTCOMES OF MILITARY SERVICE ON AGING: INTERNATIONAL PERSPECTIVES","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Military service; Vietnamese; Vietnam War; Service member; Gerontology; Presidential system; Service (business); World War II; Successful aging; Political science; Military personnel; Veterans Affairs; Psychology; Medicine; Politics; Law; Business","score_opus":0.08213200276891384,"score_gpt":0.4482727144770443,"score_spread":0.36614071170813045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2725704222","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9423846,0.000060475246,0.000064548985,0.0439276,0.0012550647,0.00027504473,0.000009069143,0.000040095645,0.011983478],"genre_scores_gemma":[0.9970979,0.0000629881,0.00005162532,0.0007640119,0.00026106788,0.00004642146,0.000021293175,0.000013185345,0.0016814774],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99871397,0.00007089252,0.0005544241,0.00021209396,0.00025656936,0.00019202963],"domain_scores_gemma":[0.9986606,0.00014853272,0.00036903392,0.0003090112,0.0004997429,0.000013031055],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046235768,0.00011329625,0.00018817328,0.00035752513,0.00056709535,0.000010557424,0.00032165973,0.000058188158,0.00014042354],"category_scores_gemma":[0.0002577816,0.000105071835,0.000027867602,0.00017540116,0.000054250733,0.0003339262,0.00024394607,0.00026412256,0.000023151075],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025682666,0.000056133886,0.97440773,0.000094210176,0.000061669525,0.0000032541213,0.015272456,0.000013512371,0.000567868,0.008455798,0.000721637,0.00032005727],"study_design_scores_gemma":[0.0007928253,0.000012694937,0.9945173,0.00040295912,0.000007074345,1.5992646e-7,0.003055696,0.000027589222,0.00018304223,0.00068319676,0.00022443407,0.00009302873],"about_ca_topic_score_codex":0.0011359261,"about_ca_topic_score_gemma":0.0008725515,"teacher_disagreement_score":0.054713305,"about_ca_system_score_codex":0.00012003508,"about_ca_system_score_gemma":0.00004877937,"threshold_uncertainty_score":0.43616962},"labels":[],"label_agreement":null},{"id":"W2725746674","doi":"10.1093/geroni/igx004.3242","title":"SSRI/SNRI ANTI-DEPRESSANT INDUCED INTERSTITIAL LUNG DISEASE: A CASE SERIES AND CASE- CONTROL STUDY","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University of British Columbia","funders":"","keywords":"Medicine; Interstitial lung disease; Internal medicine; Venlafaxine; Odds ratio; Population; Incidence (geometry); Lung; Antidepressant","score_opus":0.02267052128175596,"score_gpt":0.31958826469355284,"score_spread":0.2969177434117969,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2725746674","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99640685,0.00016435521,0.00031112425,0.0013588225,0.00042471034,0.0007806498,0.00007668967,0.00005423858,0.00042253442],"genre_scores_gemma":[0.9992128,0.0000069579173,0.000032642874,0.00028407786,0.00031196477,0.00006404264,0.000012068109,0.000024010675,0.000051417435],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986745,0.0000632611,0.0004783679,0.00035350327,0.00018602607,0.00024431612],"domain_scores_gemma":[0.9989941,0.00003551325,0.0002175287,0.00043753293,0.00020843683,0.00010685998],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003868103,0.0001864358,0.00030671476,0.00029962155,0.00050228403,0.00020053663,0.00008625129,0.00005535764,0.00004965057],"category_scores_gemma":[0.0003343307,0.00017761785,0.000040679137,0.0001842832,0.000112030284,0.0005349728,0.0001134924,0.0002499445,0.0000022528352],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004086321,0.0005435182,0.67364055,0.00045397406,0.00018392179,0.30345204,0.0024010148,0.0000071672653,0.0068669496,0.0023707952,0.00013440743,0.005859344],"study_design_scores_gemma":[0.022067193,0.0038815378,0.8179121,0.0037630463,0.0013148345,0.0984181,0.021086127,0.028189037,0.0010568372,0.00049633003,0.0003279861,0.001486847],"about_ca_topic_score_codex":0.0005940811,"about_ca_topic_score_gemma":0.000086519336,"teacher_disagreement_score":0.20503396,"about_ca_system_score_codex":0.00008461792,"about_ca_system_score_gemma":0.00008896755,"threshold_uncertainty_score":0.72430456},"labels":[],"label_agreement":null},{"id":"W2725762383","doi":"10.1093/geroni/igx004.1671","title":"MOTOR IMAGERY OF GAIT WITH AGING: MENTAL IMAGERY STRATEGY AND BODY POSITION MATTER","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Sitting; Gait; Psychology; Lying; Body position; Motor imagery; Physical medicine and rehabilitation; Young adult; Developmental psychology; Medicine; Electroencephalography; Psychiatry","score_opus":0.026269505054987482,"score_gpt":0.3591863205902798,"score_spread":0.3329168155352923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2725762383","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98533404,0.000030443516,0.0006914078,0.0013930567,0.00023258523,0.00036277325,0.00001691309,0.00002588101,0.011912891],"genre_scores_gemma":[0.9975906,0.000013167596,0.00051673903,0.00047638168,0.0001233769,0.000044598677,0.00007513122,0.000016665606,0.0011433522],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988441,0.000088186185,0.00050785433,0.00019668235,0.00014327835,0.00021989427],"domain_scores_gemma":[0.99894613,0.000042681044,0.0005787255,0.0002434312,0.00016817766,0.000020863552],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058897363,0.00010524028,0.00016651348,0.00024868795,0.00042440722,0.000043274522,0.000092253154,0.00007332117,0.000040275765],"category_scores_gemma":[0.000024800107,0.00009790325,0.000014288653,0.00016399682,0.00008531734,0.000642016,0.00006367207,0.0002819554,0.000022857404],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055181103,0.00009317518,0.78002334,0.00030254567,0.000015010131,0.000006588131,0.0008806928,3.0336798e-7,0.213644,0.001986158,0.0013716138,0.0016213699],"study_design_scores_gemma":[0.0010392214,0.000026680364,0.9956431,0.0006676218,0.000007075539,0.000004053849,0.00071139366,0.00018918543,0.0002881741,0.0011401693,0.00017577554,0.00010757266],"about_ca_topic_score_codex":0.000236369,"about_ca_topic_score_gemma":0.000027051454,"teacher_disagreement_score":0.21561971,"about_ca_system_score_codex":0.000065235115,"about_ca_system_score_gemma":0.00006176653,"threshold_uncertainty_score":0.39923784},"labels":[],"label_agreement":null},{"id":"W2725776689","doi":"10.1093/geroni/igx004.1167","title":"DO FAMILY MEMBERS’ MOST IMPORTANT CONCERNS ABOUT CAREGIVING VARY ACROSS THE CAREGIVING CAREER?","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Human Resource Development and Performance Evaluation","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Dementia; Psychology; Kinship; Happiness; Developmental psychology; Thematic analysis; Identity (music); Gerontology; Clinical psychology; Social psychology; Qualitative research; Medicine; Disease","score_opus":0.08949487763768893,"score_gpt":0.39247033390558816,"score_spread":0.30297545626789923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2725776689","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96829265,0.0003103399,0.00025250422,0.00070042006,0.0017139642,0.00031945904,0.000011371732,0.00006706938,0.028332239],"genre_scores_gemma":[0.997303,0.000016333825,0.000057739424,0.00059322256,0.00048393162,0.00010035494,0.00005454512,0.00003220718,0.0013586798],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99785775,0.00008759456,0.0007537121,0.00038445392,0.00041867956,0.0004977924],"domain_scores_gemma":[0.99807245,0.00011157395,0.0006888765,0.0007970007,0.00030184304,0.000028287839],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024319876,0.00020444019,0.00020370264,0.00020918544,0.0012034527,0.0004712504,0.0006221146,0.00012567565,0.00039049966],"category_scores_gemma":[0.00022027614,0.0001757238,0.000035475652,0.00051652046,0.00015671503,0.00038696246,0.00017134334,0.00042550985,0.000054753356],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013922811,0.000012667756,0.8379111,0.000021828298,0.00003993848,0.000023200171,0.12337784,0.00012046258,0.0005655287,0.004601878,0.0021286977,0.03118293],"study_design_scores_gemma":[0.00077090994,0.000012229112,0.9511234,0.00020028607,0.000007923273,0.0000075900057,0.025691157,0.0007612914,0.00011111764,0.00021873566,0.020816669,0.00027870113],"about_ca_topic_score_codex":0.0011648762,"about_ca_topic_score_gemma":0.00061439764,"teacher_disagreement_score":0.11321229,"about_ca_system_score_codex":0.00018526486,"about_ca_system_score_gemma":0.00010221542,"threshold_uncertainty_score":0.9256107},"labels":[],"label_agreement":null},{"id":"W2725782117","doi":"10.1093/geroni/igx004.5149","title":"TABLE- BASED CLINICAL FRAILTY SCALE—AGREEMENT BETWEEN ED PHYSICIANS, PATIENTS AND CAREGIVERS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Centre hospitalier universitaire de Québec; Université Laval; Dalhousie University; Nova Scotia Health Authority; University of Toronto","funders":"","keywords":"Medicine; Cohen's kappa; Emergency department; Observational study; Kappa; Adverse effect; Family medicine; Emergency medicine; Internal medicine; Psychiatry","score_opus":0.05329296872200569,"score_gpt":0.3575014259407403,"score_spread":0.30420845721873463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2725782117","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9917561,0.000010512567,0.0006789017,0.003947336,0.00037098912,0.00036506818,0.00002137648,0.000032672968,0.0028170897],"genre_scores_gemma":[0.9967669,0.0000054050056,0.0013124822,0.0012191163,0.0002427942,0.000012473188,0.00015128718,0.000015131556,0.00027436623],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985576,0.00003729575,0.0005686154,0.00030967765,0.00031197126,0.00021480296],"domain_scores_gemma":[0.9987628,0.00009246194,0.00035781978,0.000435355,0.0003067966,0.00004480127],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047842183,0.00012682828,0.00028042894,0.00019088243,0.00016686667,0.00006092292,0.00013453254,0.00008885171,0.000028799317],"category_scores_gemma":[0.00055142667,0.00013139079,0.000026309111,0.00025746966,0.0001465538,0.00022849879,0.00007623806,0.00027925364,0.0000141094815],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021708793,0.0000741735,0.91584367,0.000046353583,0.000017955615,0.0000040065793,0.00020370094,0.0000028612285,0.0001160404,0.000028692262,0.002616772,0.081024066],"study_design_scores_gemma":[0.0047702137,0.000090475456,0.9887769,0.00043768086,0.000025340492,2.3609519e-7,0.00011966522,0.0003993891,0.0007702452,0.000066385895,0.0044136858,0.00012974931],"about_ca_topic_score_codex":0.00020663018,"about_ca_topic_score_gemma":0.000031837586,"teacher_disagreement_score":0.08089432,"about_ca_system_score_codex":0.000083953135,"about_ca_system_score_gemma":0.00006503847,"threshold_uncertainty_score":0.53579605},"labels":[],"label_agreement":null},{"id":"W2725786606","doi":"10.1093/geroni/igx004.1190","title":"THE DIVERT-CARE CATALYST TRIAL: TARGETED CHRONIC-DISEASE MANAGEMENT FOR HOME CARE CLIENTS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Religion, Spirituality, and Psychology","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Sinai Hospital; Institute for Clinical Evaluative Sciences; Home and Community Care Support Services; University of Waterloo; McMaster University","funders":"","keywords":"Medicine; Psychological intervention; Intervention (counseling); Emergency department; Population; Cluster randomised controlled trial; Randomized controlled trial; Disease management; Emergency medicine; Medical emergency; Family medicine; Disease; Nursing; Environmental health; Internal medicine","score_opus":0.05227497694857906,"score_gpt":0.3936841758869088,"score_spread":0.3414091989383297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2725786606","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9378126,0.0029961125,0.00065281556,0.012685473,0.0076560504,0.002888772,0.000046616828,0.00010869587,0.035152815],"genre_scores_gemma":[0.99816424,0.00012588421,0.000046813213,0.00033441695,0.00050783186,0.00017936739,0.000087693246,0.000008682732,0.0005450793],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99884856,0.000083362276,0.00032030224,0.000233106,0.00024051563,0.000274129],"domain_scores_gemma":[0.9989681,0.000059536687,0.00024393851,0.00041191556,0.00028176937,0.000034741002],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007860017,0.00008041363,0.000098105804,0.00012579927,0.0020879332,0.00026732695,0.00051552086,0.000053599928,0.000007641904],"category_scores_gemma":[0.0002297366,0.000069939655,0.000042742085,0.00029213482,0.00018704655,0.0001768537,0.000070296664,0.0000746217,0.00001013146],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021880025,0.00012585489,0.29144272,0.00041596743,0.00011150366,0.000020100286,0.114573576,0.000055538738,0.000029464614,0.39151987,0.025949113,0.1735683],"study_design_scores_gemma":[0.020932375,0.00008036931,0.37515956,0.00017152622,0.00004349266,9.9059136e-8,0.04864799,0.00002794433,0.000036713576,0.019276557,0.5351779,0.00044545854],"about_ca_topic_score_codex":0.0013711465,"about_ca_topic_score_gemma":0.0032432217,"teacher_disagreement_score":0.5092288,"about_ca_system_score_codex":0.00023573569,"about_ca_system_score_gemma":0.00009360497,"threshold_uncertainty_score":0.9992112},"labels":[],"label_agreement":null},{"id":"W2725823838","doi":"10.1093/geroni/igx004.1679","title":"ASSESSMENT, HOME SAFETY AND THE COGNITIVE PERFORMANCE TEST: A DISCONNECT IN PRACTICE OR PURPOSE?","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Baycrest Hospital; University of Toronto","funders":"","keywords":"Thematic analysis; Occupational therapy; Test (biology); Cognition; Medicine; Psychology; Population; Applied psychology; Qualitative research; Physical therapy; Psychiatry","score_opus":0.10588196601562888,"score_gpt":0.5275226434288478,"score_spread":0.4216406774132189,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2725823838","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8822918,0.00005756104,0.0006693815,0.037698507,0.00038208632,0.0023078884,0.000027457576,0.000023061828,0.07654227],"genre_scores_gemma":[0.99573046,0.00040842436,0.0002948047,0.0024248657,0.00013887118,0.00035122244,0.000024626117,0.000010186368,0.00061653333],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979768,0.0004834549,0.000698699,0.00020350495,0.00027021838,0.00036737171],"domain_scores_gemma":[0.9902505,0.008462733,0.00046901513,0.00023126158,0.0005530502,0.00003343943],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0062085195,0.00008920914,0.00018538367,0.00026520222,0.0016123919,0.00004942226,0.00016926731,0.00007353834,0.00006863413],"category_scores_gemma":[0.0139555335,0.00005843503,0.000007886162,0.00062782434,0.00016941913,0.0008223211,0.00016560941,0.0010034232,0.000024960033],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011370691,0.00003737514,0.9422949,0.00020041606,0.0000042761167,0.00000629865,0.0017357732,0.0000030539024,0.000005548289,0.027075747,0.00002787568,0.027471684],"study_design_scores_gemma":[0.004685129,0.000043738637,0.9847865,0.0007380022,0.0000031066268,0.0000031114705,0.00321422,0.0037720774,0.0000018420808,0.0005731779,0.0021014886,0.0000775916],"about_ca_topic_score_codex":0.00062839355,"about_ca_topic_score_gemma":0.0005876191,"teacher_disagreement_score":0.11343869,"about_ca_system_score_codex":0.00018132724,"about_ca_system_score_gemma":0.0007514885,"threshold_uncertainty_score":0.9996874},"labels":[],"label_agreement":null},{"id":"W2725827012","doi":"10.1093/geroni/igx004.769","title":"DECISION-MAKING CAPACITY ASSESSMENT EDUCATION FOR PHYSICIANS: CURRENT STATE AND FUTURE DIRECTIONS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Covenant Health; University of Alberta","funders":"","keywords":"Focus group; Autonomy; Remuneration; Medical education; Psychology; Medicine; Nursing; Business; Political science","score_opus":0.03002055457659934,"score_gpt":0.4205219059154715,"score_spread":0.39050135133887215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2725827012","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9436725,0.00017130477,0.039024785,0.009818022,0.004777907,0.0007517978,0.0000068291306,0.00003746049,0.0017394024],"genre_scores_gemma":[0.94103926,0.00011089037,0.05621213,0.00092612795,0.0012694857,0.00028648713,0.000054311797,0.000018413128,0.00008288081],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99878776,0.000016457052,0.00051002303,0.00027094176,0.00023860148,0.0001762384],"domain_scores_gemma":[0.99836624,0.00007334229,0.0003996108,0.00037800547,0.0007658781,0.000016947997],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007357965,0.000116691415,0.00016936673,0.0005672126,0.0005271451,0.00012869189,0.00009441964,0.000048561073,0.000017237375],"category_scores_gemma":[0.0010204235,0.00011974874,0.000022447924,0.0006682467,0.00008422708,0.00039262944,0.00003342255,0.0003203295,0.0000024021447],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011842109,0.00018532653,0.029417994,0.000103144506,0.000009121572,1.8565754e-7,0.0007306493,0.0000025204636,0.0002634948,0.01417493,0.0017892228,0.95331156],"study_design_scores_gemma":[0.00074661005,0.00003285557,0.8005274,0.0013934198,0.000024214418,0.000008432363,0.0006683155,0.0027487297,0.00014070408,0.02986333,0.16367121,0.0001747993],"about_ca_topic_score_codex":0.000016286176,"about_ca_topic_score_gemma":0.000016410215,"teacher_disagreement_score":0.95313674,"about_ca_system_score_codex":0.0003155206,"about_ca_system_score_gemma":0.00031382206,"threshold_uncertainty_score":0.48832121},"labels":[],"label_agreement":null},{"id":"W2725829897","doi":"10.1093/geroni/igx004.2329","title":"END-OF-LIFE PAIN FOR NURSING HOME RESIDENTS: THE ROLE OF HEALTHCARE AIDES AND CONTEXTUAL FACTORS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Athabasca University; University of British Columbia, Okanagan Campus; Kelowna General Hospital; University of British Columbia; University of Manitoba","funders":"","keywords":"Observational study; Minimum Data Set; Feeling; Nursing; Health care; Empowerment; Quality of life (healthcare); Medicine; Nursing homes; Presentation (obstetrics); Psychology","score_opus":0.07951894696014254,"score_gpt":0.42898322481193424,"score_spread":0.3494642778517917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2725829897","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9907744,0.0005947008,0.00065136654,0.0066806744,0.00052913895,0.00045324542,0.000023671977,0.000014072703,0.00027873725],"genre_scores_gemma":[0.99944764,0.000015566242,0.0001707939,0.00015659608,0.000112873626,0.000025402951,0.000017816565,0.000010897956,0.000042388583],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99873656,0.00018977396,0.0006217724,0.00012377788,0.00012895087,0.00019916594],"domain_scores_gemma":[0.99783486,0.00090528774,0.000679096,0.00023664876,0.00032331434,0.000020793008],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016951567,0.000075112584,0.00021319823,0.00021612653,0.00061896944,0.000015054934,0.00013847287,0.000080516205,0.000009452564],"category_scores_gemma":[0.0016101373,0.000058690606,0.000021030835,0.00020453398,0.00012766544,0.00013687817,0.00003084809,0.00018429075,3.1464504e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006804882,0.000016680504,0.8819506,0.00026030984,0.000009382183,1.0733958e-7,0.029941281,0.0000012124569,0.00087565824,0.028766396,0.00063749513,0.057472833],"study_design_scores_gemma":[0.0009089858,0.000062498315,0.87501407,0.0013651608,0.000007932796,1.7599884e-7,0.10042904,0.00010029253,0.0007377573,0.019961458,0.0013184698,0.00009417506],"about_ca_topic_score_codex":0.003999879,"about_ca_topic_score_gemma":0.00039530898,"teacher_disagreement_score":0.07048776,"about_ca_system_score_codex":0.00006734208,"about_ca_system_score_gemma":0.00019185676,"threshold_uncertainty_score":0.60466474},"labels":[],"label_agreement":null},{"id":"W2725850366","doi":"10.1093/geroni/igx004.4945","title":"MEASURING THE IMPACT OF THE GEM NURSING ROLE IN THE EMERGENCY DEPARTMENT SETTING","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sinai Health System; University of Toronto","funders":"","keywords":"Emergency department; Medicine; Medical emergency; Community hospital; Emergency medicine; Emergency nursing; Nursing; Fiscal year","score_opus":0.04233339130485964,"score_gpt":0.35998182768636766,"score_spread":0.317648436381508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2725850366","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97548753,0.00046375275,0.000026047319,0.007508672,0.00024172344,0.0002783902,0.0000018061162,0.0000068204245,0.01598528],"genre_scores_gemma":[0.9996379,0.00004037941,0.000025180349,0.00010622721,0.00012149023,0.000020510111,0.0000021864328,0.0000065133804,0.000039599232],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990764,0.000058271307,0.00038697003,0.00010293762,0.0002137926,0.00016161225],"domain_scores_gemma":[0.9991798,0.000034356344,0.00025627261,0.00038912546,0.00013513723,0.000005305405],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010089494,0.00008361046,0.00011168681,0.00008536627,0.0003878865,0.00001564741,0.00023423303,0.000021885797,0.000023308108],"category_scores_gemma":[0.0005048703,0.00003933914,0.00005917957,0.00048864377,0.00006302217,0.000096296004,0.00005264995,0.0002163072,0.0000013519945],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013198113,0.00005860712,0.9570575,0.00002535965,0.000040226176,0.0000026205746,0.0134288445,0.00017811013,0.0058656824,0.0010613473,0.0016839907,0.020584552],"study_design_scores_gemma":[0.00025656563,0.000013941444,0.99202484,0.00041177703,0.000013962188,0.0000049768596,0.0035911996,0.0003293134,0.0017312135,0.0013332022,0.00023887935,0.000050134255],"about_ca_topic_score_codex":0.0001867631,"about_ca_topic_score_gemma":0.000050632505,"teacher_disagreement_score":0.034967374,"about_ca_system_score_codex":0.000089186935,"about_ca_system_score_gemma":0.000041666113,"threshold_uncertainty_score":0.29833487},"labels":[],"label_agreement":null},{"id":"W2725866395","doi":"10.1093/geroni/igx004.3838","title":"FALLERS AND CORTICAL BRAIN VOLUMES: CROSS-SECTIONAL ANALYSIS IN COGNITIVELY HEALTHY OLDER ADULTS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Posterior parietal cortex; Somatosensory system; Premotor cortex; White matter; Cortex (anatomy); Physical medicine and rehabilitation; Secondary somatosensory cortex; Psychology; Medicine; Temporal cortex; Neuroscience; Magnetic resonance imaging; Anatomy","score_opus":0.03469208244437515,"score_gpt":0.36581770302603306,"score_spread":0.3311256205816579,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2725866395","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98837715,0.000027390168,0.0011881411,0.009145647,0.00014318536,0.00030186088,0.000010080557,0.000031773347,0.0007747559],"genre_scores_gemma":[0.9969625,0.0000064860883,0.0005513378,0.0019176167,0.000106851265,0.0000311331,0.00008304848,0.000013722014,0.00032733835],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983546,0.00004398097,0.0006584359,0.00038713423,0.0002894431,0.000266404],"domain_scores_gemma":[0.9989491,0.00018035878,0.00022589638,0.0002503058,0.0003367415,0.000057599584],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00075623236,0.00012588633,0.00027276832,0.0009951041,0.0001866051,0.000121906254,0.00008745583,0.000111294314,0.00008496967],"category_scores_gemma":[0.0016560141,0.00013575365,0.00003440877,0.0011006511,0.00019863604,0.00028164647,0.000057869864,0.00040486062,0.000009863122],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017847233,0.00008627806,0.99212366,0.000067917055,0.000061520215,0.000048842976,0.0009602412,0.000022505725,0.00012571712,0.00023893689,0.00014583615,0.0059400927],"study_design_scores_gemma":[0.004197188,0.000049320395,0.9873443,0.00023355523,0.000017441602,0.00002214172,0.00032722484,0.007459498,0.000050151975,0.00010561662,0.000070325375,0.00012321428],"about_ca_topic_score_codex":0.0006810396,"about_ca_topic_score_gemma":0.00068038044,"teacher_disagreement_score":0.008585301,"about_ca_system_score_codex":0.000154978,"about_ca_system_score_gemma":0.00009663127,"threshold_uncertainty_score":0.5535873},"labels":[],"label_agreement":null},{"id":"W2725867016","doi":"10.1093/geroni/igx004.942","title":"INTERNET-BASED INTERVENTIONS FOR CAREGIVERS OF ASSISTIVE TECHNOLOGY USERS: NEEDS AND PERCEPTIONS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"GF Strong Rehabilitation Centre; McGill University; University of British Columbia; Université de Montréal; Centre for Interdisciplinary Research in Rehabilitation","funders":"","keywords":"Psychological intervention; Assistive technology; Perception; The Internet; Psychology; Computer science; Internet privacy; Human–computer interaction; Nursing; Medicine; World Wide Web; Neuroscience","score_opus":0.055681567564223156,"score_gpt":0.3090898618993856,"score_spread":0.25340829433516243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2725867016","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9358435,0.000011858442,0.055631973,0.0040018256,0.00023656957,0.0002759774,0.0000031073919,0.00006855891,0.00392659],"genre_scores_gemma":[0.99595505,8.8393375e-7,0.003577201,0.00018075065,0.00004554374,0.00009548067,0.000025836142,0.000008656115,0.000110618246],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99934375,0.0000035178857,0.00033390473,0.0001391576,0.000058003556,0.00012163976],"domain_scores_gemma":[0.99897134,0.00002274045,0.00043340045,0.0001571494,0.00041384494,0.0000014928828],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043156717,0.000083776904,0.00014387167,0.0017193711,0.00026194545,0.00007328811,0.00021779402,0.00011029119,0.00001690887],"category_scores_gemma":[0.00049608067,0.000092442126,0.000031112802,0.0009401823,0.0003336026,0.0004013735,0.00016191263,0.00013626771,0.0000022492075],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009050703,0.00003311647,0.4249794,0.00016205925,0.000019605846,5.0002365e-7,0.00020799263,0.000002796679,0.00026237415,0.56102306,0.00025054623,0.0130495075],"study_design_scores_gemma":[0.0019975922,0.000028893039,0.92320406,0.0010871987,0.000041314994,7.0349887e-7,0.016431592,0.0024197341,0.0016618137,0.046924148,0.0058301715,0.00037274905],"about_ca_topic_score_codex":0.00008505869,"about_ca_topic_score_gemma":0.00006396299,"teacher_disagreement_score":0.5140989,"about_ca_system_score_codex":0.000051466304,"about_ca_system_score_gemma":0.000019177765,"threshold_uncertainty_score":0.37696803},"labels":[],"label_agreement":null},{"id":"W2725878169","doi":"10.1093/geroni/igx004.3713","title":"POLICY AND PRACTICES FOR SUPPORTING SEXUAL EXPRESSION AMONG OLDER NURSING HOME RESIDENTS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Status quo; Autonomy; Expression (computer science); Context (archaeology); Nursing; Psychology; Public relations; Political science; Medicine; Law","score_opus":0.03837980697159198,"score_gpt":0.4219931327745959,"score_spread":0.3836133258030039,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2725878169","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98817605,0.000009161373,0.0023727468,0.0032112652,0.00034553604,0.0001670387,0.0000022236336,0.000017448812,0.005698544],"genre_scores_gemma":[0.9972274,0.0000053032736,0.0009219357,0.00013336957,0.000595484,0.000020004254,0.000010545078,0.000008582363,0.0010774304],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991202,0.000041735275,0.00026322776,0.00017368238,0.0001987697,0.0002024175],"domain_scores_gemma":[0.99886364,0.00011089566,0.00069058366,0.00010840058,0.0002055834,0.00002087288],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012816731,0.00005873412,0.000071942246,0.00023434234,0.0012416905,0.000517474,0.0001387166,0.00005585854,0.000004895463],"category_scores_gemma":[0.002565524,0.000064525775,0.000009350946,0.00017104368,0.00010802261,0.0010082225,0.000037642585,0.00008203904,3.756143e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008700256,0.000025194951,0.6661319,0.00003386924,0.000005627547,0.0000025803718,0.027446194,0.00004639928,0.014404549,0.26411125,0.00038336206,0.027400337],"study_design_scores_gemma":[0.0005481265,0.000016580105,0.94014615,0.000678218,0.0000056268154,0.0000010659122,0.022968166,0.0061400277,0.00090973056,0.02771346,0.00060829555,0.00026455306],"about_ca_topic_score_codex":0.0036350929,"about_ca_topic_score_gemma":0.0012673966,"teacher_disagreement_score":0.27401423,"about_ca_system_score_codex":0.00011748953,"about_ca_system_score_gemma":0.00013205313,"threshold_uncertainty_score":0.9550205},"labels":[],"label_agreement":null},{"id":"W2725924512","doi":"10.1093/geroni/igx004.3747","title":"ALZHEIMER’S PLAN: IMPACT ON CLINICIANS’ KNOWLEDGE, ATTITUDES AND PRACTICE AND QUALITY OF DEMENTIA CARE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Dementia; Medicine; Intervention (counseling); Government (linguistics); Family medicine; Quality management; Quality (philosophy); Chart; Nursing; Disease; Internal medicine","score_opus":0.3836570824396355,"score_gpt":0.5708806466460269,"score_spread":0.1872235642063914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2725924512","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98459023,0.005435475,0.000045800898,0.0004949486,0.00008086277,0.000114254,0.000009170089,0.0000069703106,0.009222274],"genre_scores_gemma":[0.99832356,0.00032930906,0.0011218238,0.0001369947,0.000053929103,0.0000027931658,0.000015911482,0.00000557974,0.0000101279065],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992478,0.000054779524,0.00038632145,0.00012674385,0.00010738471,0.00007698195],"domain_scores_gemma":[0.9985577,0.0004677991,0.00040902576,0.00018318994,0.0003645578,0.000017764043],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00070830976,0.00007407775,0.00022616354,0.00015169689,0.000052525935,0.00001593187,0.000043110562,0.000043975626,0.000005941571],"category_scores_gemma":[0.0020879714,0.000062865365,0.000015953025,0.00012209077,0.00008862392,0.00016046513,0.00003589736,0.000102135025,8.816428e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016385912,0.00005574779,0.97595966,0.00021835936,0.00014356367,0.0000022357845,0.0053192633,0.0000015857834,0.0012893543,0.0014963155,0.00008380901,0.01526623],"study_design_scores_gemma":[0.0010570377,0.00012716543,0.98818624,0.0011112029,0.000063926855,0.0000015179576,0.0029957783,0.000013498408,0.0046540876,0.000054312637,0.001670189,0.000065031134],"about_ca_topic_score_codex":0.00040241252,"about_ca_topic_score_gemma":0.000073200375,"teacher_disagreement_score":0.015201199,"about_ca_system_score_codex":0.000018766597,"about_ca_system_score_gemma":0.000048828068,"threshold_uncertainty_score":0.25635752},"labels":[],"label_agreement":null},{"id":"W2725929069","doi":"10.1093/geroni/igx004.2062","title":"ADEQUACY OF MICRONUTRIENT INTAKE IN LONG-TERM CARE RESIDENTS: MAKING THE MOST OF MEALTIMES (M3)","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; University Health Network; University of Guelph; University of Alberta; University of Manitoba; Université de Moncton; Research Institute for Aging; University of Waterloo","funders":"","keywords":"Micronutrient; Medicine; Dietary Reference Intake; Environmental health; Nutrient; Vitamin; Psychological intervention; Gerontology; Pediatrics; Biology; Internal medicine","score_opus":0.051959291658495374,"score_gpt":0.3940147542478058,"score_spread":0.3420554625893104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2725929069","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99173343,0.0007224144,0.00022012198,0.004979691,0.00020233417,0.0004450305,0.0000047951908,0.000012273529,0.0016799333],"genre_scores_gemma":[0.99838245,0.00007492999,0.0006797494,0.00069086207,0.00007517634,0.000019069434,0.00002277282,0.000012456168,0.000042511594],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99849224,0.00004161606,0.0008793775,0.00016127323,0.00024047896,0.00018498741],"domain_scores_gemma":[0.9985257,0.000058002875,0.0006231053,0.00041749037,0.00035919168,0.000016547825],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00065636705,0.000089945286,0.00025262585,0.0005930356,0.000121261364,0.000023194369,0.00018791146,0.000057234272,0.00003411234],"category_scores_gemma":[0.00031528593,0.00007759511,0.000023236355,0.00060732174,0.00010919965,0.00013925727,0.00007804819,0.00027635184,0.0000017599946],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007776613,0.00006357791,0.9766007,0.001355388,0.0000069959365,0.000016566557,0.0043429066,0.000005835701,0.0042802435,0.0030539054,0.00013145883,0.010064663],"study_design_scores_gemma":[0.0019976583,0.000030802235,0.97766244,0.005007413,0.000007460728,0.000008354522,0.0019301055,0.000053404874,0.012642491,0.00037305444,0.00021953261,0.00006724913],"about_ca_topic_score_codex":0.00039147545,"about_ca_topic_score_gemma":0.0001717324,"teacher_disagreement_score":0.0099974135,"about_ca_system_score_codex":0.00016041724,"about_ca_system_score_gemma":0.00012450776,"threshold_uncertainty_score":0.31642368},"labels":[],"label_agreement":null},{"id":"W2725952919","doi":"10.1093/geroni/igx004.197","title":"COMMUNITY-ENGAGED AND POLICY RELEVANT FALLS PREVENTION RESEARCH IN CANADA AND INDIA","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Regina","funders":"","keywords":"General partnership; Scope (computer science); Intervention (counseling); Sustainability; Presentation (obstetrics); Economic growth; Medicine; Political science; Gerontology; Nursing; Economics","score_opus":0.15438764688352172,"score_gpt":0.4324633352458397,"score_spread":0.278075688362318,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2725952919","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9863533,0.000042238753,0.000007459272,0.0042687333,0.000031829917,0.0002680128,0.0000014755999,0.0000077816485,0.009019182],"genre_scores_gemma":[0.99940705,0.000050437186,0.000057578785,0.0001701,0.000035422978,0.000017174381,0.000019024372,0.0000068253917,0.0002363891],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988322,0.0004596106,0.00023294221,0.00010880887,0.00019678322,0.0001696157],"domain_scores_gemma":[0.99934393,0.00019353296,0.00008243863,0.00028598585,0.00007032838,0.000023790251],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037516074,0.000056019526,0.0001026921,0.0006373746,0.0005363567,0.000091724985,0.00008273448,0.000021669395,0.0000066237517],"category_scores_gemma":[0.0013968402,0.000059805294,0.0000034296622,0.00047405728,0.00008420162,0.00019341029,0.00016270926,0.0010905791,5.39376e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038066133,0.000057879533,0.93705344,0.00051960885,0.000016214548,0.000064933905,0.003197513,0.00000581307,0.0006973768,0.017230304,0.00040845733,0.040710393],"study_design_scores_gemma":[0.0012648207,0.00001890852,0.9838257,0.00050248456,0.0000027825972,0.0000027808628,0.007927823,0.00016006187,0.000057901998,0.00579578,0.00039060344,0.00005038851],"about_ca_topic_score_codex":0.79602414,"about_ca_topic_score_gemma":0.72359,"teacher_disagreement_score":0.07243412,"about_ca_system_score_codex":0.00051605655,"about_ca_system_score_gemma":0.00082375365,"threshold_uncertainty_score":0.4738084},"labels":[],"label_agreement":null},{"id":"W2725966674","doi":"10.1093/geroni/igx004.102","title":"RELATIONSHIP BETWEEN SUBJECTIVE MEMORY COMPLAINT, DEPRESSION, AND COGNITION IN HONG KONG CHINESE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cognition; Depression (economics); Geriatric Depression Scale; Montreal Cognitive Assessment; Complaint; Depressive symptoms; Psychology; Clinical psychology; Cognitive decline; Gerontology; Medicine; Psychiatry; Cognitive impairment; Internal medicine; Dementia; Disease","score_opus":0.050468262358772824,"score_gpt":0.3803084428707494,"score_spread":0.32984018051197656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2725966674","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98370796,0.000031179294,0.0007748506,0.00089742464,0.00004606424,0.0004155939,0.0000031437949,0.000020834916,0.014102944],"genre_scores_gemma":[0.999383,0.0000031400461,0.00015609605,0.000103312115,0.00008807792,0.00003881215,0.00007947163,0.000010342437,0.0001377827],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989921,0.00006536733,0.0003265916,0.00021687281,0.00022163204,0.00017742925],"domain_scores_gemma":[0.9992377,0.00022381678,0.00014523594,0.00015890802,0.00020243393,0.000031909356],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00088380754,0.00009137558,0.00015543932,0.00067772524,0.0002447678,0.00007884997,0.000059945374,0.00005540964,0.00003176419],"category_scores_gemma":[0.0013548336,0.000085547545,0.000012288397,0.00047068426,0.00009207784,0.0003970631,0.00007583927,0.00032684565,0.000007851203],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004204093,0.000037731967,0.98889524,0.000048614198,0.0000072056387,0.000028569453,0.00037521374,8.419506e-7,0.0007848406,0.00021424344,0.000011651954,0.009553832],"study_design_scores_gemma":[0.0023868727,0.000026966827,0.9919429,0.0003578549,0.000010270681,0.000009699403,0.00032281494,0.00015963841,0.0010135468,0.0036783651,0.00000745919,0.00008359984],"about_ca_topic_score_codex":0.00010887336,"about_ca_topic_score_gemma":0.00006596657,"teacher_disagreement_score":0.015675,"about_ca_system_score_codex":0.0000638432,"about_ca_system_score_gemma":0.00004069412,"threshold_uncertainty_score":0.34885275},"labels":[],"label_agreement":null},{"id":"W2725977465","doi":"10.1093/geroni/igx004.4768","title":"ADDRESSING DEMENTIA IN NORTH AMERICA: CURRENT STATUS AND FUTURE DIRECTIONS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dementia; Psychological intervention; Intervention (counseling); Gerontology; Disease; Medicine; Psychology; Economic growth; Political science; Psychiatry; Economics","score_opus":0.05773400261060544,"score_gpt":0.3913923632068832,"score_spread":0.33365836059627774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2725977465","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9938211,0.00086441013,0.00016026018,0.0015490872,0.00020476131,0.00020718372,0.000002798043,0.000016289227,0.0031741401],"genre_scores_gemma":[0.9985918,0.00081461103,0.00019666486,0.000119210556,0.0001536414,0.000035469926,0.000041573436,0.0000068603963,0.000040168805],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991735,0.000024332207,0.00023233092,0.00016847983,0.00017713451,0.00022418059],"domain_scores_gemma":[0.999577,0.00001395225,0.00010469862,0.00013856862,0.00013364882,0.000032142445],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019653712,0.00006961419,0.00010674734,0.00048797132,0.00018358332,0.00010265286,0.000042224718,0.000018219367,0.00007248387],"category_scores_gemma":[0.00010496132,0.00006733013,0.000009713886,0.00059195317,0.000064005566,0.00023388419,0.00006214208,0.00023661103,0.000004197312],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010078975,0.000049387105,0.6370193,0.000030985524,0.000007201597,0.0000069418,0.0003263604,2.805295e-7,0.00015635586,0.00007524667,0.000029868574,0.36228803],"study_design_scores_gemma":[0.000975859,0.000023021099,0.9560248,0.00014073365,0.000009595072,0.0000018743401,0.0004457611,0.00013713412,0.000117168,0.000062337414,0.042000882,0.000060798513],"about_ca_topic_score_codex":0.00012679676,"about_ca_topic_score_gemma":0.00022571985,"teacher_disagreement_score":0.36222723,"about_ca_system_score_codex":0.000057686986,"about_ca_system_score_gemma":0.00006755462,"threshold_uncertainty_score":0.2745643},"labels":[],"label_agreement":null},{"id":"W2725985406","doi":"10.1093/geroni/igx004.200","title":"FIRST-YEAR OUTCOMES OF THE MOHLTC-FUNDED COMMUNITY PARAMEDICINE DEMONSTRATION PROJECTS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Sinai Health System; University of Toronto","funders":"","keywords":"Christian ministry; Variety (cybernetics); Medicine; Nursing; Community-based care; Family medicine; Health care; Political science","score_opus":0.1403887820377277,"score_gpt":0.47003027396809066,"score_spread":0.32964149193036296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2725985406","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97508395,0.000011350843,0.00017634816,0.0116560105,0.0007312643,0.0008913511,0.000004333776,0.00004342573,0.011401949],"genre_scores_gemma":[0.9978135,0.0000071666072,0.00054104906,0.0009967893,0.00006480677,0.000066723595,0.000009655971,0.000010901654,0.00048940553],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980409,0.00040903004,0.00087951485,0.000111829686,0.0002653225,0.00029339895],"domain_scores_gemma":[0.99732536,0.0004864937,0.0009880324,0.00084052805,0.00033720955,0.000022403992],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002018799,0.00010478235,0.00023918675,0.00014894266,0.0020599482,0.000013886685,0.00045816513,0.0001286117,0.000049397662],"category_scores_gemma":[0.0024427883,0.000075805845,0.000020592177,0.0005380607,0.00015403483,0.00020789757,0.00019412297,0.00092241546,0.000017787763],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001052879,0.00003611575,0.9729169,0.0002125798,0.000005116608,3.0496014e-7,0.0041722124,0.000026212525,0.00004096889,0.021467486,0.00063039846,0.00048118032],"study_design_scores_gemma":[0.0007897851,0.000016268217,0.98577905,0.001239106,0.000004256122,2.4603725e-7,0.005841706,0.00026435233,0.00010092393,0.0051427996,0.00075635157,0.000065157525],"about_ca_topic_score_codex":0.0054103658,"about_ca_topic_score_gemma":0.0047534746,"teacher_disagreement_score":0.022729535,"about_ca_system_score_codex":0.00017797797,"about_ca_system_score_gemma":0.00017281878,"threshold_uncertainty_score":0.9992392},"labels":[],"label_agreement":null},{"id":"W2725991551","doi":"10.1093/geroni/igx004.2634","title":"THE INDIVIDUAL AND STRUCTURAL DETERMINANTS OF AGING WELL IN CANADA AND MEXICO","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Socioeconomic status; Gerontology; Index (typography); Healthy aging; Presentation (obstetrics); Social determinants of health; Psychology; Demography; Medicine; Environmental health; Public health; Sociology; Population","score_opus":0.013003486503919475,"score_gpt":0.22967713229252748,"score_spread":0.216673645788608,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2725991551","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99933225,0.00022369792,0.000037536487,0.00008220284,0.00015755193,0.000033385633,0.0000018203273,0.000025216616,0.000106358966],"genre_scores_gemma":[0.9997495,0.000034445144,0.00019197998,0.000004429896,0.000007577379,0.0000027186627,5.8835184e-7,0.0000061069263,0.0000026460614],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995791,0.0000028882796,0.00018447399,0.00006032344,0.00006095887,0.000112300666],"domain_scores_gemma":[0.9997771,0.000040991265,0.00004402145,0.00012042942,0.000012007218,0.0000054613306],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014573193,0.00005824869,0.00007704655,0.00012003484,0.000061403814,0.000042655105,0.00011065132,0.000022720491,4.5450795e-7],"category_scores_gemma":[0.00007159851,0.000050012553,0.000002240751,0.00012118854,0.00003645318,0.00009599336,0.00005319732,0.00012011184,3.6565865e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[4.3622464e-7,2.6202994e-7,0.9151327,0.000031343232,0.0000031383654,0.00000404634,0.00015868008,0.0016316121,0.00018214728,0.00030261814,0.000009872975,0.08254315],"study_design_scores_gemma":[0.00013803298,0.0000019960871,0.96162885,0.00007737206,9.389198e-7,0.000003757605,0.0002333504,0.028329046,0.008906547,0.00051960617,0.00009114825,0.0000693443],"about_ca_topic_score_codex":0.049293686,"about_ca_topic_score_gemma":0.29062176,"teacher_disagreement_score":0.24132806,"about_ca_system_score_codex":0.000041436255,"about_ca_system_score_gemma":0.000020002066,"threshold_uncertainty_score":0.95703715},"labels":[],"label_agreement":null},{"id":"W2725992304","doi":"10.1093/geroni/igx004.3588","title":"EXPLORING THE LONG-TERM CARE TRAJECTORIES OF PERSONS WITH DEMENTIA—A WESTERN CANADIAN STUDY","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Dementia; Multinomial logistic regression; Long-term care; Gerontology; Latent class model; Longitudinal study; Medicine; Marital status; Logistic regression; Psychology; Nursing; Population; Disease; Environmental health","score_opus":0.12538507255278217,"score_gpt":0.3939793342334827,"score_spread":0.26859426168070055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2725992304","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.996414,0.000051048348,0.000039108218,0.0010625966,0.0008668788,0.00047231145,0.0000055686633,0.000016086751,0.0010723731],"genre_scores_gemma":[0.9995387,0.0000031528984,0.000021597825,0.00005275193,0.00014046158,0.00010954697,0.00000984194,0.00001247206,0.000111465895],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991066,0.00007183645,0.00030416794,0.00013024615,0.00014883732,0.00023830972],"domain_scores_gemma":[0.9990817,0.00005378214,0.00024083156,0.00035421186,0.00024578118,0.00002373109],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035106274,0.00007914936,0.00012759614,0.00028300966,0.0011458981,0.00003503224,0.00019852458,0.000025064472,0.000018783689],"category_scores_gemma":[0.000053562166,0.000058095116,0.000010937158,0.00035956994,0.00004278826,0.00024713986,0.000033744414,0.0002342878,0.0000028938432],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008148323,0.000009454513,0.8779395,0.00005946699,0.000017232986,0.000005296294,0.11898219,0.0000027673054,0.000013307728,0.00007766202,0.000041446674,0.0028435201],"study_design_scores_gemma":[0.00041565794,0.000033280245,0.87541044,0.00022264596,0.000018195424,3.6570162e-7,0.12363473,5.474491e-7,0.00004100391,0.000004613843,0.00015976124,0.000058734386],"about_ca_topic_score_codex":0.17183542,"about_ca_topic_score_gemma":0.6041084,"teacher_disagreement_score":0.432273,"about_ca_system_score_codex":0.0001484468,"about_ca_system_score_gemma":0.0002667787,"threshold_uncertainty_score":0.8813437},"labels":[],"label_agreement":null},{"id":"W2726024278","doi":"10.1093/geroni/igx004.1008","title":"AMYLOID BETA PEPTIDES AS ANTIMICROBIAL PEPTIDES: RELEVANCE FOR ALZHEIMER’S DISEASE?","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Drug-Induced Hepatotoxicity and Protection","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Antimicrobial peptides; Amyloid (mycology); Herpes simplex virus; Disease; Antimicrobial; Peptide; Amyloid precursor protein; Amyloid beta; Biology; Alzheimer's disease; Immunology; Computational biology; Neuroscience; Medicine; Microbiology; Virus; Biochemistry; Internal medicine; Pathology","score_opus":0.18202175288003097,"score_gpt":0.45623472044154423,"score_spread":0.27421296756151325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2726024278","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.984123,0.000089194786,0.0010885606,0.005885374,0.0021628703,0.0010282682,0.00006384149,0.0001211039,0.0054378146],"genre_scores_gemma":[0.9949594,0.0000711829,0.00068335014,0.0027575765,0.0005979926,0.00021352831,0.00006672516,0.00003142709,0.00061878],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998396,0.00012481668,0.0005465282,0.00039291012,0.0001250133,0.0004147672],"domain_scores_gemma":[0.99862456,0.00023848523,0.0004695622,0.00035086193,0.00023929964,0.00007723885],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012522229,0.00020715458,0.00021943364,0.000303882,0.0011053507,0.00013598938,0.0003791756,0.0002271491,0.00008121729],"category_scores_gemma":[0.00066056236,0.00023771675,0.00006829191,0.00029991928,0.00017933146,0.0005856281,0.000089422756,0.0006657788,0.00012263612],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014276495,0.0006151445,0.24924548,0.00045342487,0.00031180022,0.0000679095,0.0027851982,0.0019477588,0.48958826,0.06561059,0.0116145415,0.17633225],"study_design_scores_gemma":[0.0048934217,0.000108509455,0.089777716,0.0003895539,0.00018925857,0.000021089687,0.00020829107,0.0065257316,0.55151486,0.020799238,0.32453325,0.0010390377],"about_ca_topic_score_codex":0.000109289875,"about_ca_topic_score_gemma":0.00005663941,"teacher_disagreement_score":0.31291872,"about_ca_system_score_codex":0.000092997936,"about_ca_system_score_gemma":0.0001327677,"threshold_uncertainty_score":0.9693808},"labels":[],"label_agreement":null},{"id":"W2726032611","doi":"10.1093/geroni/igx004.2053","title":"GAINING INSIGHT TO THE UNDERLYING NEURAL MECHANISMS BY WHICH EXERCISE IMPROVES MOBILITY","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Neural Networks and Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Functional magnetic resonance imaging; Aerobic exercise; Physical medicine and rehabilitation; Cognition; Medicine; Randomized controlled trial; Psychology; Physical therapy; Neuroscience; Internal medicine","score_opus":0.04800876267737729,"score_gpt":0.31550476956409435,"score_spread":0.26749600688671704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2726032611","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26283774,0.00003026123,0.71216476,0.023179688,0.00041459326,0.00042496517,9.610094e-7,0.00014885672,0.0007981954],"genre_scores_gemma":[0.9930604,0.0000029488738,0.00543946,0.0012763846,0.000037351543,0.00010650506,0.0000018322571,0.000008557346,0.00006652144],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989887,0.000022318962,0.00029337223,0.00032227385,0.0001602904,0.00021305867],"domain_scores_gemma":[0.9987954,0.000053200052,0.0001765428,0.0008126913,0.00013609555,0.000026057818],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055244827,0.00009520924,0.00009263604,0.00009148453,0.0007057216,0.0006513798,0.0010314714,0.000030283645,0.000002043717],"category_scores_gemma":[0.00007693882,0.000075592034,0.000013415409,0.00096374546,0.000019774056,0.00064744806,0.00035732883,0.0001864206,0.000009489999],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000043676832,0.00005973435,0.0016817972,0.000014338519,0.0000051079674,0.0000022090408,0.002505223,0.0033805675,0.089910984,0.37172544,0.0016327975,0.5290775],"study_design_scores_gemma":[0.00046544053,0.00004897473,0.060299996,0.00018449283,0.0000052282758,0.000005859661,0.00034990208,0.82681096,0.0248866,0.0786815,0.0076764286,0.0005846225],"about_ca_topic_score_codex":0.000084340136,"about_ca_topic_score_gemma":0.00004897797,"teacher_disagreement_score":0.82343036,"about_ca_system_score_codex":0.000032289347,"about_ca_system_score_gemma":0.000022152924,"threshold_uncertainty_score":0.62812704},"labels":[],"label_agreement":null},{"id":"W2726070247","doi":"10.1093/geroni/igx004.4107","title":"NONRANDOMIZED STUDIES: THE HAZARDOUS PRACTICE OF TESTING FOR BASELINE IMBALANCES","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Advanced Causal Inference Techniques","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Observational study; Baseline (sea); Confounding; Medicine; False positive paradox; Psychological intervention; Strengthening the reporting of observational studies in epidemiology; Randomization; Randomized controlled trial; Medical physics; Computer science; Surgery; Nursing; Political science","score_opus":0.2968175987650567,"score_gpt":0.509430155691871,"score_spread":0.2126125569268143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2726070247","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14487883,0.0002181545,0.8394803,0.007346851,0.0003524195,0.0017974607,0.000011100808,0.00020496808,0.005709936],"genre_scores_gemma":[0.65946066,0.0000123963555,0.3400714,0.00016717342,0.00006906707,0.00015688007,0.00000136595,0.000010447467,0.00005059929],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9989021,0.00006815519,0.00063949206,0.00012603238,0.00013614299,0.00012808575],"domain_scores_gemma":[0.987877,0.009294384,0.0012350125,0.0003926125,0.0011957207,0.000005231421],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0045795827,0.00008927704,0.00025914217,0.00010054852,0.00020956527,0.00004101225,0.00023742473,0.000029731393,0.0000020768741],"category_scores_gemma":[0.12152934,0.0000629053,0.000020208772,0.00026685875,0.0001075579,0.00038347833,0.00006830557,0.00012342067,4.2245662e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009309732,0.0003709444,0.016635777,0.0011143117,0.00027074694,0.000012206248,0.008675806,0.00021122381,0.052927,0.7955175,0.004239728,0.11909378],"study_design_scores_gemma":[0.004746003,0.0001269723,0.00037856115,0.0010278622,0.000057781595,0.000009487173,0.0042765355,0.0053718565,0.039238233,0.9426599,0.0018568091,0.00024997685],"about_ca_topic_score_codex":0.000021545207,"about_ca_topic_score_gemma":0.000009653925,"teacher_disagreement_score":0.51458186,"about_ca_system_score_codex":0.00004034474,"about_ca_system_score_gemma":0.000030529245,"threshold_uncertainty_score":0.8858704},"labels":[],"label_agreement":null},{"id":"W2726089126","doi":"10.1093/geroni/igx004.2391","title":"DIFFERENTIAL PREDICTION OF GLOBAL AND EVERYDAY COGNITION BY PHYSICAL FRAILTY AND CHRONOLOGICAL AGE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cognition; Psychology; Everyday life; Gerontology; Developmental psychology; Medicine; Psychiatry","score_opus":0.03599933058360935,"score_gpt":0.31822829058120566,"score_spread":0.28222895999759634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2726089126","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9964498,0.000020299882,0.001286534,0.001016817,0.000106634325,0.0001654161,0.00004551933,0.000027168646,0.00088180054],"genre_scores_gemma":[0.9995198,0.000010650341,0.00014761194,0.00006913517,0.0001076798,0.000008723392,0.00009135591,0.0000044776734,0.00004055535],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99934095,0.000015148069,0.00022527187,0.0001755262,0.00014234052,0.00010075316],"domain_scores_gemma":[0.9996004,0.000023795874,0.00013980077,0.00013362119,0.00008023839,0.000022150514],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007546041,0.00007925681,0.00016196181,0.000050859726,0.000073503994,0.00003273826,0.000038128826,0.00007023002,0.000014113645],"category_scores_gemma":[0.0002501512,0.00007311248,0.000010650505,0.000117747375,0.00019641794,0.00016758971,0.00005604822,0.00012870006,9.243927e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010501058,0.00023624756,0.72097564,0.00015383153,0.000037802423,0.00001490054,0.00045555958,6.9191384e-7,0.21764414,0.0023566084,0.0008745554,0.057145033],"study_design_scores_gemma":[0.0020515057,0.00010927389,0.9880308,0.00019111054,0.000021760578,0.00001619917,0.000041851315,0.0010468332,0.0064768256,0.0018589868,0.00009846614,0.000056392684],"about_ca_topic_score_codex":0.00005104901,"about_ca_topic_score_gemma":0.000006445407,"teacher_disagreement_score":0.26705518,"about_ca_system_score_codex":0.00004544272,"about_ca_system_score_gemma":0.000014033394,"threshold_uncertainty_score":0.29814404},"labels":[],"label_agreement":null},{"id":"W2726090185","doi":"10.1093/geroni/igx004.3303","title":"SCREENING AND ASSESSMENT IN THE EMERGENCY DEPARTMENT","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Emergency department; Medicine; Context (archaeology); Multinational corporation; Czech; Geriatric care; Family medicine; Emergency medicine; Medical emergency; Nursing; Geography","score_opus":0.0625063462856601,"score_gpt":0.3860946308966289,"score_spread":0.3235882846109688,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2726090185","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96938354,0.00004431453,0.0013503319,0.019178685,0.00013790585,0.00026128243,8.201913e-7,0.000011264099,0.009631851],"genre_scores_gemma":[0.9959973,0.000022250813,0.0032449455,0.00047539372,0.00006321545,0.00003648343,0.000012465711,0.000005527482,0.00014241294],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992898,0.000021316358,0.0002816912,0.00012201378,0.00016894861,0.000116246294],"domain_scores_gemma":[0.99954593,0.000024374054,0.00011082191,0.00026316973,0.000046188055,0.000009505357],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00065684866,0.00005849196,0.0000820345,0.00016513183,0.00010755791,0.000039153438,0.00008786269,0.00002321872,0.00002827694],"category_scores_gemma":[0.00017441156,0.00004568291,0.0000075243665,0.0002302331,0.00002464842,0.00013892583,0.00004245087,0.00020758764,0.0000015538573],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004845841,0.00003223287,0.9443195,0.000024568952,0.00000515341,0.000024616715,0.0008577162,0.0000067379206,0.0005797485,0.003897224,0.00046603315,0.049781654],"study_design_scores_gemma":[0.0008157661,0.000019407556,0.9940958,0.00014589353,0.000003556276,0.000011639514,0.00042763338,0.00092360197,0.00010952637,0.00070370105,0.0026955812,0.000047889767],"about_ca_topic_score_codex":0.00015279412,"about_ca_topic_score_gemma":0.000106944564,"teacher_disagreement_score":0.049776334,"about_ca_system_score_codex":0.000039586575,"about_ca_system_score_gemma":0.000023334234,"threshold_uncertainty_score":0.1862895},"labels":[],"label_agreement":null},{"id":"W2726092987","doi":"10.1093/geroni/igx004.945","title":"MULTIMORBIDITY PATTERNS PROVIDE ADDED PROGNOSTIC INFORMATION BEYOND FRAILTY STATUS IN OLDER ADULTS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Disease; Multimorbidity; Gerontology; Cohort; Cohort study; Clinical phenotype; Demography; Internal medicine; Phenotype","score_opus":0.02964842541850925,"score_gpt":0.31632431291374674,"score_spread":0.2866758874952375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2726092987","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9928204,0.000011680034,0.0012652606,0.0022955588,0.00041376194,0.0013822527,0.000032429,0.00008872689,0.0016899215],"genre_scores_gemma":[0.9967009,0.000008420665,0.0015903265,0.0008267459,0.00010806809,0.00016746747,0.0004596289,0.000019513913,0.00011891939],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979912,0.00003391346,0.00089771097,0.00026224184,0.0003902677,0.0004246808],"domain_scores_gemma":[0.99838465,0.00008314848,0.00049858243,0.0005723714,0.00040270158,0.00005856079],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046730568,0.00019078414,0.00025556926,0.00074568845,0.0001232205,0.00014453857,0.00017722519,0.00012935796,0.00009827138],"category_scores_gemma":[0.0029208593,0.00019533465,0.000025858553,0.0005309648,0.000060191578,0.0016130168,0.000102126854,0.00047163764,0.00005181363],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006963386,0.00012160744,0.89826524,0.00034295893,0.000007958065,0.00002654783,0.0044254595,0.000021522388,0.00021088598,0.00015581105,0.0002940945,0.09605826],"study_design_scores_gemma":[0.005719451,0.000047123212,0.9849825,0.0016272474,0.00000734434,0.000009559605,0.00059253693,0.0045969263,0.0011207678,0.0001274968,0.00097325566,0.00019579205],"about_ca_topic_score_codex":0.0019173566,"about_ca_topic_score_gemma":0.0007476246,"teacher_disagreement_score":0.09586246,"about_ca_system_score_codex":0.0002735993,"about_ca_system_score_gemma":0.00016330631,"threshold_uncertainty_score":0.7965516},"labels":[],"label_agreement":null},{"id":"W2726115575","doi":"10.1093/geroni/igx004.2731","title":"EMPOWERMENT OF OLDER IMMIGRANT WOMEN THROUGH IMPROVED FINANCIAL LITERACY","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Lakehead University; University of Alberta; Concordia University; University of Toronto","funders":"","keywords":"Financial literacy; Financial plan; Government (linguistics); Empowerment; Finance; Immigration; Psychology; Political science; Business; Economic growth; Economics","score_opus":0.01974565194521251,"score_gpt":0.3445738460508633,"score_spread":0.3248281941056508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2726115575","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9916709,0.000046452915,0.00037359775,0.0014356534,0.00034426223,0.0001505557,0.000001400229,0.000017956634,0.0059592137],"genre_scores_gemma":[0.9987219,0.00006052902,0.0003074115,0.00037619076,0.00014089522,0.00002587261,0.0000019237543,0.000004951026,0.0003603205],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9991168,0.000034375487,0.00031808458,0.00013422867,0.00016943904,0.00022707666],"domain_scores_gemma":[0.9993328,0.00003244582,0.00025987075,0.00020235217,0.00015975346,0.000012799098],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006004229,0.000060274622,0.000114615395,0.00011583889,0.0003770842,0.00009575831,0.00022135062,0.000049855287,0.00007085492],"category_scores_gemma":[0.00031631353,0.00006149877,0.000018105182,0.00039535706,0.00009939684,0.0005731063,0.00004041849,0.000096437965,0.0000037887996],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003578313,0.00015584212,0.12942569,0.00004969874,0.000014928984,0.000008463354,0.7051144,0.000002702064,0.022117808,0.038923305,0.00048778098,0.10366355],"study_design_scores_gemma":[0.0034782803,0.00013623798,0.7894124,0.0015141331,0.000009513108,0.0000010280793,0.014461997,0.00012625141,0.033131126,0.06423724,0.092789344,0.00070246635],"about_ca_topic_score_codex":0.0038001314,"about_ca_topic_score_gemma":0.0006353078,"teacher_disagreement_score":0.69065243,"about_ca_system_score_codex":0.00009325305,"about_ca_system_score_gemma":0.00013661406,"threshold_uncertainty_score":0.57446873},"labels":[],"label_agreement":null},{"id":"W2726139239","doi":"10.1093/geroni/igx004.3486","title":"COGNITIVE REMEDIATION TO IMPROVE GAIT AND COGNITION. LESSONS LEARNED FROM THE CONCORDIA STUDY","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Cognition; Cognitive training; Cognitive remediation therapy; Psychology; Physical medicine and rehabilitation; Intervention (counseling); Modalities; Motor learning; Executive functions; Cognitive rehabilitation therapy; Rehabilitation; Task (project management); Cognitive psychology; Gait; Medicine; Neuroscience; Psychiatry; Engineering","score_opus":0.09788200803197282,"score_gpt":0.42912345600340457,"score_spread":0.33124144797143174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2726139239","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.981167,0.000019960531,0.0011683903,0.012237496,0.0007805866,0.001405399,0.000064144995,0.000043382992,0.0031136123],"genre_scores_gemma":[0.99659675,0.000020774683,0.00008431304,0.0020621268,0.00041693056,0.00034105184,0.00012689258,0.000014814522,0.00033635003],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984823,0.00030456882,0.00050956366,0.00030090447,0.00018015738,0.00022248985],"domain_scores_gemma":[0.998207,0.0005846991,0.0004987831,0.00027309812,0.00040595123,0.000030509871],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014891858,0.00010669117,0.00016083184,0.00012630496,0.0012241568,0.00007634823,0.0001446173,0.00008828841,0.000018119948],"category_scores_gemma":[0.0018116178,0.00009118766,0.000012894863,0.0002838726,0.000053116953,0.0003138821,0.00014547083,0.000461325,0.00006979924],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000103693965,0.00021773114,0.8802697,0.000028296688,0.000046051697,0.0000038083767,0.01825173,2.72828e-7,0.014080181,0.003154743,0.0010557694,0.08278803],"study_design_scores_gemma":[0.002387014,0.00004037485,0.9724351,0.0002687868,0.000023537401,1.05219264e-7,0.016963432,0.00011066192,0.000024705589,0.007037782,0.00060080556,0.00010767215],"about_ca_topic_score_codex":0.0012365147,"about_ca_topic_score_gemma":0.0019582172,"teacher_disagreement_score":0.092165425,"about_ca_system_score_codex":0.000058765672,"about_ca_system_score_gemma":0.00008726007,"threshold_uncertainty_score":0.9415349},"labels":[],"label_agreement":null},{"id":"W2726158894","doi":"10.1093/geroni/igx004.4835","title":"CLINICAL APPLICATIONS OF THE CLINICAL FRAILTY SCALE AND THE PICTORIAL FIT-FRAIL SCALE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Scale (ratio); Medicine; Gerontology; Presentation (obstetrics); Psychology; Cartography","score_opus":0.08297844559947339,"score_gpt":0.41727074134427783,"score_spread":0.33429229574480446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2726158894","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9625216,0.000048385835,0.0013177715,0.027180605,0.0014680702,0.0009303972,0.000008711257,0.000027614406,0.006496848],"genre_scores_gemma":[0.9954325,0.000035437333,0.001285973,0.0010470656,0.0012832653,0.0000689785,0.0000058170212,0.000013351161,0.00082763727],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99789804,0.00015028653,0.0012308153,0.00027419213,0.0002937926,0.00015287759],"domain_scores_gemma":[0.9972201,0.0006405595,0.00063731364,0.0011526898,0.00031318414,0.000036144593],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028313515,0.00010331911,0.00034231483,0.00007829345,0.0002856274,0.000051138624,0.00040675077,0.00015081033,0.000024060068],"category_scores_gemma":[0.0025559778,0.0000635002,0.00009115944,0.00039083022,0.0012695121,0.00011285811,0.00025600666,0.000610086,0.0000092194905],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009619869,0.00010872114,0.9166859,0.0000297195,0.000021073238,4.2334537e-7,0.00036358903,0.0000012092909,0.00012110657,0.002610476,0.0019827425,0.07797886],"study_design_scores_gemma":[0.0055488176,0.000028891189,0.96587473,0.00017900037,0.000035481193,0.0000063831358,0.00012166486,0.00033010377,0.00022702805,0.0035689562,0.024005467,0.00007349451],"about_ca_topic_score_codex":0.00014843412,"about_ca_topic_score_gemma":0.00014188634,"teacher_disagreement_score":0.077905364,"about_ca_system_score_codex":0.000025662108,"about_ca_system_score_gemma":0.0001268518,"threshold_uncertainty_score":0.46775702},"labels":[],"label_agreement":null},{"id":"W2726176390","doi":"10.1093/geroni/igx004.873","title":"LEVERAGING LARGE DATA: ASSESSING SOCIAL PARTICIPATION IN THE HEALTH AND RETIREMENT STUDY","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Psychosocial; Psychology; Cronbach's alpha; Confirmatory factor analysis; Structural equation modeling; Social engagement; Scale (ratio); Exploratory factor analysis; Social support; Quality of life (healthcare); Clinical psychology; Gerontology; Social psychology; Psychometrics; Medicine; Psychiatry; Sociology","score_opus":0.30628181553432177,"score_gpt":0.5364847591368379,"score_spread":0.23020294360251614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2726176390","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.944034,0.000034056648,0.000204539,0.053879436,0.00020164583,0.0003073124,0.0000012867159,0.000010728747,0.0013270358],"genre_scores_gemma":[0.9957695,0.00001218977,0.000057600824,0.003943811,0.00016867378,0.00001858512,0.000009742004,0.0000031901243,0.000016714546],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985885,0.0003384254,0.00035566752,0.00015731611,0.00026963654,0.00029043172],"domain_scores_gemma":[0.9994216,0.00009224743,0.00022652728,0.00020196574,0.000039589686,0.000018078335],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.007848872,0.000045837845,0.000098284494,0.00009844238,0.002116919,0.0005263114,0.00025521038,0.000021561898,0.0000052712344],"category_scores_gemma":[0.0007213739,0.00004064695,0.0000037533048,0.00029131194,0.000046329125,0.000745526,0.000095845484,0.0001427382,5.225114e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000012292176,0.000049384413,0.85236037,0.000019426388,9.984922e-7,0.0000013716817,0.11840434,5.0980606e-7,2.616929e-7,0.017385723,0.00020235505,0.011574044],"study_design_scores_gemma":[0.00030202803,0.000005067174,0.87834704,0.00004537777,8.0282587e-7,3.3695294e-8,0.11650711,0.00020987187,1.7565527e-7,0.00054043066,0.0040017497,0.000040297025],"about_ca_topic_score_codex":0.0115417745,"about_ca_topic_score_gemma":0.015855895,"teacher_disagreement_score":0.051735535,"about_ca_system_score_codex":0.00013148131,"about_ca_system_score_gemma":0.00021360432,"threshold_uncertainty_score":0.99918216},"labels":[],"label_agreement":null},{"id":"W2726182378","doi":"10.1093/geroni/igx004.244","title":"TAKING LEISURE SERIOUSLY: LEISURE-BASED INTERVENTIONS TO SUPPORT COGNITIVE HEALTH","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Baycrest Hospital; Institut Universitaire de Gériatrie de Montréal","funders":"","keywords":"Psychological intervention; Cognition; Modalities; Psychology; Intervention (counseling); Gerontology; Cognitive decline; Variety (cybernetics); Developmental psychology; Medicine; Dementia; Computer science; Sociology; Psychiatry; Disease","score_opus":0.08626200811611753,"score_gpt":0.4217147980414092,"score_spread":0.3354527899252917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2726182378","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92260236,0.000018627994,0.016603637,0.05232918,0.0006135133,0.00071928423,0.000016111442,0.00032314938,0.0067741643],"genre_scores_gemma":[0.9974488,0.0000025919621,0.0011138306,0.0009443548,0.00008960718,0.00007092868,0.000021371681,0.00001538579,0.0002931136],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99843615,0.00010810403,0.00049949257,0.0002951902,0.00026581142,0.00039527265],"domain_scores_gemma":[0.9986281,0.000067833374,0.0006318653,0.00028310082,0.0003386014,0.00005050413],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019397287,0.00010738952,0.00019963176,0.00068547594,0.0012517126,0.00021599777,0.00042656003,0.00010513538,0.00012599902],"category_scores_gemma":[0.0018059987,0.00013064178,0.00004407421,0.00097541895,0.00020732715,0.00040802546,0.00009371904,0.00028047536,0.000051936582],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009943604,0.00008032211,0.828466,0.00007028984,0.000010679551,0.000015010248,0.011898563,0.000020071733,0.00010364006,0.035131756,0.0007587425,0.123435],"study_design_scores_gemma":[0.0013869039,0.0001277961,0.97392994,0.0020432111,0.000008086615,0.0000018601872,0.008784374,0.000046975932,0.00085264264,0.0023897092,0.010068999,0.00035949834],"about_ca_topic_score_codex":0.0045332373,"about_ca_topic_score_gemma":0.031023193,"teacher_disagreement_score":0.14546396,"about_ca_system_score_codex":0.0002533845,"about_ca_system_score_gemma":0.0004589717,"threshold_uncertainty_score":0.9866581},"labels":[],"label_agreement":null},{"id":"W2726231980","doi":"10.1093/geroni/igx004.2529","title":"MEALTIME DISTRIBUTION OF PROTEIN INTAKE AND LEAN MASS AND MUSCLE STRENGTH IN NUAGE PARTICIPANTS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Université de Sherbrooke; McGill University","funders":"","keywords":"Sarcopenia; Lean body mass; Confounding; Muscle strength; Affect (linguistics); Medicine; Muscle mass; Distribution (mathematics); Animal science; Internal medicine; Endocrinology; Demography; Psychology; Biology; Mathematics; Body weight; Communication","score_opus":0.07160729502175112,"score_gpt":0.3687756397571339,"score_spread":0.2971683447353828,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2726231980","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99577063,0.00006047585,0.00025476736,0.0031958558,0.00003677188,0.00031814913,0.000007712405,0.000013599768,0.0003420157],"genre_scores_gemma":[0.9989263,0.000023371715,0.00079350395,0.00013195013,0.000030784,0.000023808681,0.000030062494,0.0000061317946,0.000034079367],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999123,0.00002022132,0.0004334046,0.0001451281,0.00010730596,0.00017093784],"domain_scores_gemma":[0.99951017,0.000021731525,0.00020481927,0.00014916236,0.000077832876,0.000036293135],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007095112,0.00006409765,0.00016917748,0.00020344427,0.00008499446,0.000022733748,0.000033231543,0.000044647368,0.000011092743],"category_scores_gemma":[0.00034864445,0.000066347246,0.000005633939,0.00022583183,0.00007583336,0.00014683245,0.00002730632,0.00016974667,7.0930224e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000726546,0.00010933358,0.8993775,0.0007420831,0.0000050606372,0.000019399882,0.0011859095,0.0000019713837,0.036164347,0.01601369,0.00003048741,0.046277534],"study_design_scores_gemma":[0.0021696847,0.000039783103,0.9853568,0.0010651926,0.0000037722818,0.0000025784761,0.00043720458,0.0015205651,0.0065997196,0.0023422558,0.000394443,0.00006796661],"about_ca_topic_score_codex":0.00020136744,"about_ca_topic_score_gemma":0.0000740942,"teacher_disagreement_score":0.085979305,"about_ca_system_score_codex":0.000057489804,"about_ca_system_score_gemma":0.000035370747,"threshold_uncertainty_score":0.2705562},"labels":[],"label_agreement":null},{"id":"W2726245389","doi":"10.1093/geroni/igx004.3814","title":"HEALTH CARE OUTCOMES FOR PEOPLE WITH MULTIPLE CHRONIC CONDITIONS IN ONTARIO, CANADA","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Lakehead University; Ottawa Hospital; University of Alberta; Institute for Clinical Evaluative Sciences; University of Waterloo; Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"Multiple Chronic Conditions; Medicine; Chronic condition; Chronic disease; Health care; Chronic care; Gerontology; Population; Older people; Demography; Environmental health; Intensive care medicine; Disease; Internal medicine","score_opus":0.10906080358646567,"score_gpt":0.4399322655198338,"score_spread":0.33087146193336814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2726245389","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9722409,0.000032456453,0.00022557903,0.02346825,0.0008693931,0.0016430314,0.00016295978,0.000030515343,0.0013268891],"genre_scores_gemma":[0.9956387,0.000002093803,0.0006503381,0.0022766727,0.00006188995,0.00052563974,0.00046182628,0.000014817424,0.0003680022],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983503,0.00006642465,0.00071677205,0.00021778529,0.00016516003,0.0004835323],"domain_scores_gemma":[0.99855846,0.00025740557,0.00052303023,0.00033794082,0.00027364434,0.000049544306],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00040886572,0.00011303182,0.0002922078,0.00028444608,0.0022239296,0.000019634977,0.00016891371,0.00007817933,0.00012778329],"category_scores_gemma":[0.0002893993,0.00011320403,0.000013539751,0.00027876458,0.000027683853,0.0002449004,0.00005029421,0.0005577282,0.0000046622686],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0000140466345,0.000015630301,0.9695354,0.00030485896,0.0000049215287,0.0000012550464,0.014254987,0.00027820174,0.000001092316,0.013033746,0.0024065322,0.00014932254],"study_design_scores_gemma":[0.0021427944,0.000033856086,0.9749397,0.00042257906,0.0000020122627,2.4737838e-7,0.0062064203,0.00028260736,0.0000013410536,0.00033168678,0.015521234,0.000115512594],"about_ca_topic_score_codex":0.9928053,"about_ca_topic_score_gemma":0.99997604,"teacher_disagreement_score":0.023397796,"about_ca_system_score_codex":0.0040300544,"about_ca_system_score_gemma":0.007832826,"threshold_uncertainty_score":0.9997933},"labels":[],"label_agreement":null},{"id":"W2726267967","doi":"10.1093/geroni/igx004.373","title":"BEST PRACTICES OF FOUR GLOBAL INNOVATION CENTERS TO IMPROVE THE LIVES OF OLDER ADULTS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Workforce; Commercialization; Population ageing; Preparedness; Health care; Government (linguistics); Best practice; Workforce development; Political science; Business; China; Public relations; Economic growth; Gerontology; Population; Medicine; Marketing; Environmental health","score_opus":0.04370044746676922,"score_gpt":0.31219701146445394,"score_spread":0.26849656399768473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2726267967","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9744971,0.000006615482,0.0017148152,0.0039977203,0.0004998595,0.00038103815,0.0000025093418,0.000023241322,0.018877141],"genre_scores_gemma":[0.9977449,0.0000014393163,0.0010938332,0.00089380046,0.00014895968,0.000038292463,0.000011131397,0.0000073812325,0.000060239403],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99881923,0.000009654321,0.00062835554,0.00018721257,0.00020055813,0.0001550125],"domain_scores_gemma":[0.9964731,0.000028838082,0.0022094217,0.00029142897,0.0009957667,0.0000014926994],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011695863,0.0001058121,0.00015075189,0.00043787534,0.0002463601,0.00009008049,0.00045252437,0.000069867056,0.0000100520465],"category_scores_gemma":[0.0019306791,0.00009032564,0.00001536716,0.0023505155,0.00015724899,0.000880753,0.0003186318,0.00015265499,0.000007598409],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056645742,0.00010517634,0.4632576,0.00020150759,0.000034924084,0.0000017068011,0.0014048676,0.000006809788,0.001643503,0.46094218,0.00020839178,0.07213668],"study_design_scores_gemma":[0.0012563108,0.000023230252,0.9528992,0.0007384009,0.00001886423,0.0000010058158,0.012582364,0.00044157897,0.007173724,0.02211706,0.0024415303,0.0003066945],"about_ca_topic_score_codex":0.0007156154,"about_ca_topic_score_gemma":0.00007428828,"teacher_disagreement_score":0.4896416,"about_ca_system_score_codex":0.00004938656,"about_ca_system_score_gemma":0.0000343752,"threshold_uncertainty_score":0.36833724},"labels":[],"label_agreement":null},{"id":"W2726270653","doi":"10.1093/geroni/igx004.3717","title":"INNOVATIVE INTERVENTIONS IN ELDER ABUSE PREVENTION AND MITIGATION","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Organizational and Employee Performance","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Psychological intervention; Neglect; Agency (philosophy); Elder abuse; Government (linguistics); Strengths and weaknesses; Political science; Public relations; Presentation (obstetrics); Medicine; Nursing; Public administration; Psychology; Suicide prevention; Poison control; Environmental health; Sociology; Social psychology; Social science","score_opus":0.03574504653024001,"score_gpt":0.3193231925081296,"score_spread":0.2835781459778896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2726270653","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8638477,0.000017384295,0.13392745,0.0009888303,0.00015480144,0.00010032595,4.2208657e-7,0.00002891044,0.00093420513],"genre_scores_gemma":[0.9916915,0.000012265559,0.007929482,0.000117057694,0.000023754901,0.000016467924,0.0000075139656,0.000004144588,0.00019776415],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992452,0.000019654142,0.0003643029,0.00017840342,0.000089806206,0.00010263298],"domain_scores_gemma":[0.9993599,0.000012762952,0.00021269816,0.00020345514,0.00020264165,0.000008557734],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004052887,0.0000620925,0.00006928035,0.0004711586,0.0001447451,0.0001675662,0.00024127738,0.000030753952,0.000008000776],"category_scores_gemma":[0.00011418165,0.00006752864,0.000008036369,0.0012271691,0.000036311918,0.0017746205,0.00010149451,0.000103988525,0.000006881547],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000022858771,0.00006763921,0.70128256,0.00004706965,0.0000043829173,0.0000030956248,0.0038676572,0.000048708782,0.0008079336,0.2654871,0.000050191993,0.028331337],"study_design_scores_gemma":[0.00036368959,0.00001603193,0.96505463,0.00029234518,5.483665e-7,0.0000029278924,0.00004670785,0.0038512629,0.0021789789,0.02799451,0.000104993975,0.00009336304],"about_ca_topic_score_codex":0.000044230113,"about_ca_topic_score_gemma":0.00008085095,"teacher_disagreement_score":0.26377204,"about_ca_system_score_codex":0.000038986374,"about_ca_system_score_gemma":0.000033171764,"threshold_uncertainty_score":0.27537382},"labels":[],"label_agreement":null},{"id":"W2726294924","doi":"10.1093/geroni/igx004.3024","title":"BUILDING CONNECTIONS BETWEEN ELDER LAW AND GERONTOLOGY","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Scholarship; Field (mathematics); Specialty; Sociology; Value (mathematics); Law; Gerontology; Political science; Psychology; Medicine; Family medicine","score_opus":0.08552149509158062,"score_gpt":0.4021768696282804,"score_spread":0.3166553745366998,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2726294924","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92050415,0.000052428477,0.0018737457,0.0031960777,0.00018816562,0.00006829267,4.3833344e-7,0.000035684297,0.07408099],"genre_scores_gemma":[0.99867755,0.000025679188,0.0006753894,0.00036181137,0.000162048,0.000006122899,6.400705e-7,0.0000034882366,0.000087282584],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9994981,0.000038571317,0.00014307865,0.00010933994,0.0000625614,0.00014829954],"domain_scores_gemma":[0.99965936,0.000078029036,0.00009002088,0.000101927304,0.000056406076,0.0000142812805],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044770777,0.00003784002,0.000070394475,0.00011190808,0.00096682704,0.000098244425,0.00010291528,0.000052988307,0.000027561564],"category_scores_gemma":[0.00018488185,0.00004279639,0.000006336766,0.00017808325,0.00017415716,0.00032103597,0.00002913214,0.0000947604,0.000002753063],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[6.9670926e-7,0.0000038060905,0.25264242,0.0000022368577,0.0000048351276,0.0000014298615,0.005309408,3.1865926e-7,0.00037580085,0.72960836,0.00005492763,0.011995772],"study_design_scores_gemma":[0.00094696187,0.000033762793,0.5922946,0.000311047,0.000019183879,0.0000031312425,0.0031588022,0.000025854266,0.00443399,0.28396493,0.11439913,0.00040862316],"about_ca_topic_score_codex":0.0077864835,"about_ca_topic_score_gemma":0.009865881,"teacher_disagreement_score":0.44564342,"about_ca_system_score_codex":0.000026734211,"about_ca_system_score_gemma":0.000025035453,"threshold_uncertainty_score":0.9988207},"labels":[],"label_agreement":null},{"id":"W2726327679","doi":"10.1093/geroni/igx004.1687","title":"UNDERSTANDING THE RELATIONSHIP BETWEEN RETIREMENT AND COGNITIVE HEALTH","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; Nova Scotia Health Authority","funders":"","keywords":"Cognition; Psychology; Context (archaeology); Health and Retirement Study; Gerontology; Cognitive decline; Vulnerability (computing); Odds; Meaning (existential); Psychological intervention; Effects of sleep deprivation on cognitive performance; Developmental psychology; Medicine; Dementia; Logistic regression; Disease; Psychiatry","score_opus":0.6845120171378885,"score_gpt":0.5185849848379356,"score_spread":0.16592703229995287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2726327679","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92250735,0.000030506013,0.004580601,0.050772328,0.00019167896,0.00043801972,0.000002463891,0.00002446172,0.021452587],"genre_scores_gemma":[0.9993659,0.000010848192,0.000031931046,0.00032738753,0.00012152603,0.000014215768,0.0000049606224,0.000003788367,0.00011943755],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99901325,0.00015902653,0.00026739363,0.00013777975,0.00024699347,0.0001755616],"domain_scores_gemma":[0.9991732,0.00038984322,0.00023058323,0.00012993645,0.000052645442,0.000023790815],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0032161314,0.000049843533,0.00007268294,0.00008063592,0.0022885026,0.00023150118,0.00011632741,0.000027684686,0.000011735161],"category_scores_gemma":[0.0014825735,0.000043113843,0.000008806007,0.00024881694,0.00034203834,0.0002326446,0.000044325487,0.000118178425,0.0000024424644],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000011151751,0.000004691885,0.7676209,0.000008997491,0.0000025390775,8.521486e-8,0.014960578,3.637001e-7,6.2858913e-7,0.21579899,0.00006821435,0.0015328416],"study_design_scores_gemma":[0.00017168518,0.000008686616,0.89255464,0.00011770058,0.0000027510366,2.6465507e-8,0.021673016,0.0000059435965,0.0000033768813,0.08516419,0.0002499878,0.000048012338],"about_ca_topic_score_codex":0.0017430012,"about_ca_topic_score_gemma":0.0017756171,"teacher_disagreement_score":0.1306348,"about_ca_system_score_codex":0.0003621959,"about_ca_system_score_gemma":0.00008995833,"threshold_uncertainty_score":0.9990104},"labels":[],"label_agreement":null},{"id":"W2726340833","doi":"10.1093/geroni/igx004.4137","title":"FRAILTY TRANSITIONS IN COMMUNITY DWELLING OLDER PEOPLE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Gerontology; Medicine; Proportional hazards model; Logistic regression; Older people","score_opus":0.05726273156124981,"score_gpt":0.34656804866796886,"score_spread":0.28930531710671903,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2726340833","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9748785,0.00001613798,0.0039266725,0.013100901,0.0001826094,0.00025892982,0.0000044089484,0.000051732794,0.007580104],"genre_scores_gemma":[0.99753,0.000004189316,0.0012753636,0.0007452477,0.00006729326,0.000027982582,0.00006325145,0.0000165252,0.00027017636],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989826,0.000059852187,0.00044856322,0.00013822412,0.00016678355,0.00020395963],"domain_scores_gemma":[0.9990248,0.00006814651,0.0001348855,0.0006012009,0.00014660803,0.00002432993],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00073024235,0.00010108545,0.00019470144,0.00046965803,0.00031880272,0.000059907336,0.00017403573,0.00007862347,0.00009015485],"category_scores_gemma":[0.00045509628,0.00011295054,0.000022443774,0.000639256,0.000061122264,0.00030561662,0.00004092152,0.0007442214,0.000021062562],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028864797,0.0003883971,0.9352678,0.00024329519,0.000015820453,0.00003867206,0.032427553,0.00037282537,0.009837611,0.0032810771,0.00047131974,0.017626785],"study_design_scores_gemma":[0.0019662227,0.000019467383,0.98979187,0.0008005709,0.0000058904134,0.000015168016,0.0017092472,0.0025274996,0.001351577,0.0013037759,0.0003891984,0.00011948676],"about_ca_topic_score_codex":0.0016100799,"about_ca_topic_score_gemma":0.0027457436,"teacher_disagreement_score":0.054524116,"about_ca_system_score_codex":0.000119192875,"about_ca_system_score_gemma":0.000057048193,"threshold_uncertainty_score":0.46059895},"labels":[],"label_agreement":null},{"id":"W2726407767","doi":"10.1093/geroni/igx004.1886","title":"IMPLEMENTING INTEGRATED SERVICES AT THE NATIONAL LEVEL: A VIEW OF 25 YEARS OF INNOVATIONS IN QUEBEC","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Technocracy; Standardization; Consolidation (business); Process management; Conceptual framework; Work (physics); Action (physics); Knowledge management; Computer science; Business; Political science; Engineering; Sociology; Politics","score_opus":0.08663390143014213,"score_gpt":0.4017806342846528,"score_spread":0.31514673285451067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2726407767","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9868232,0.000024173736,0.00006115079,0.0048313625,0.00010622245,0.00011559956,0.000014268079,0.0000050297895,0.008018969],"genre_scores_gemma":[0.99893546,0.000011594411,0.00013623259,0.00016765308,0.000039068796,0.000009016396,0.0000053556837,0.0000023150155,0.0006932997],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99886906,0.000048609963,0.00042417803,0.000098698816,0.00040298852,0.00015646213],"domain_scores_gemma":[0.9987627,0.00009406414,0.0006451438,0.0000849239,0.00040740837,0.000005726677],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024613237,0.000039205846,0.00008934021,0.000147236,0.00034824395,0.00006327562,0.00035228324,0.000031406576,0.000065277796],"category_scores_gemma":[0.0005984224,0.000035611793,0.000013617263,0.0019115214,0.00022145291,0.0003967082,0.00009409843,0.000073603376,0.0000014089458],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002513286,0.000022291762,0.6170781,0.000019047913,0.000004799799,3.0794365e-7,0.032093078,0.000038156544,0.0015424833,0.29709268,0.0002453101,0.051861215],"study_design_scores_gemma":[0.00016465623,0.0000022463316,0.9489532,0.00012623623,8.45158e-7,4.445546e-8,0.010139863,0.00008948767,0.0002584914,0.0040254723,0.03618866,0.000050773673],"about_ca_topic_score_codex":0.44392312,"about_ca_topic_score_gemma":0.7926824,"teacher_disagreement_score":0.34875932,"about_ca_system_score_codex":0.0001720611,"about_ca_system_score_gemma":0.00028270239,"threshold_uncertainty_score":0.5597798},"labels":[],"label_agreement":null},{"id":"W2726411679","doi":"10.1093/geroni/igx004.314","title":"CALPAIN ACTIVITY MAINTAINS GOOD HEALTH OF CENTENARIAN T CELLS; SUMMARY OF THE CALPACENT PROJECT","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Morinda citrifolia extract uses","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Calpain; Centenarian; Immunosenescence; Biology; Calpastatin; Immune system; Immunology; Secretion; Cell biology; Endocrinology; Internal medicine; Medicine; Genetics; Biochemistry","score_opus":0.047887733603624694,"score_gpt":0.35143963541261536,"score_spread":0.30355190180899067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2726411679","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98618925,0.00002152994,0.00052118924,0.008823135,0.0003302157,0.00076044415,0.000019692932,0.000016131455,0.0033183913],"genre_scores_gemma":[0.99890167,0.000012295493,0.00040984625,0.00033564641,0.00006265113,0.000011787404,0.0000059777685,0.0000145452,0.00024555682],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986786,0.00009973815,0.00051603094,0.00017053266,0.00031357017,0.00022150634],"domain_scores_gemma":[0.9982191,0.000056172867,0.0008679854,0.0006476787,0.0001844269,0.000024653045],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001158796,0.00010364409,0.00028842076,0.00028565477,0.00011905575,0.000013156321,0.00019271854,0.00005615306,0.000009199532],"category_scores_gemma":[0.0004598817,0.000079243866,0.000046056975,0.00054390886,0.00010890571,0.00011750796,0.00009728487,0.00029598078,5.861139e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021788353,0.00055886194,0.8711882,0.00065191643,0.00004551407,0.000011383482,0.0019826812,0.00001865866,0.09793222,0.012004643,0.0013595294,0.014028464],"study_design_scores_gemma":[0.0020645014,0.000089871595,0.86572665,0.0009387693,0.000010927925,0.000007629466,0.0005286745,0.00035672923,0.12644546,0.00018292142,0.0035488033,0.000099086086],"about_ca_topic_score_codex":0.0027514147,"about_ca_topic_score_gemma":0.0003193918,"teacher_disagreement_score":0.028513234,"about_ca_system_score_codex":0.00023686826,"about_ca_system_score_gemma":0.0005777499,"threshold_uncertainty_score":0.41593343},"labels":[],"label_agreement":null},{"id":"W2726413864","doi":"10.1093/geroni/igx004.2971","title":"LEVELING AND ADAPTING GERONTOLOGY COMPETENCIES: EXAMPLES FROM CANADA AND THE U.S.","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geotourism and Geoheritage Conservation","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Huntington University","funders":"","keywords":"Curriculum; Medical education; Psychology; The arts; Gerontology; Presentation (obstetrics); Medicine; Pedagogy; Political science","score_opus":0.054208471096442265,"score_gpt":0.2370530803912382,"score_spread":0.18284460929479596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2726413864","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99492896,0.00035920448,0.00019499945,0.003712076,0.00015883622,0.00006095876,0.0000096828635,0.000005832515,0.00056946086],"genre_scores_gemma":[0.99838203,0.000017960325,0.00092422846,0.00057723967,0.000051318653,8.522045e-7,0.000023934947,9.919585e-7,0.00002143267],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999476,0.000035748973,0.00018752085,0.00011924126,0.000075520846,0.00010595355],"domain_scores_gemma":[0.9994098,0.00028702358,0.00013845412,0.00011494174,0.000038640028,0.000011128882],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004719947,0.000052312273,0.00008566393,0.00003558487,0.00040119217,0.00012615566,0.00009696228,0.000020368558,0.000050359184],"category_scores_gemma":[0.00029759444,0.000039381357,0.0000029850887,0.000064916996,0.000109428016,0.0001924643,0.00001792675,0.000079277954,6.236446e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000060090524,3.1194028e-7,0.96736693,0.0000036260594,0.0000025850402,0.0000032971705,0.0006206146,0.00008584235,0.00002078978,0.00054629537,0.000023821736,0.03131985],"study_design_scores_gemma":[0.0003529731,0.0000019751367,0.98149014,0.00002071227,0.0000017356475,0.0000025104937,0.0008911443,0.013888398,0.000009512931,0.0023945856,0.0008945772,0.000051749234],"about_ca_topic_score_codex":0.9719653,"about_ca_topic_score_gemma":0.97278047,"teacher_disagreement_score":0.0312681,"about_ca_system_score_codex":0.0000029770874,"about_ca_system_score_gemma":0.0000584576,"threshold_uncertainty_score":0.30856866},"labels":[],"label_agreement":null},{"id":"W2726419421","doi":"10.1093/geroni/igx004.2531","title":"PREDICTORS OF INSULIN RESISTANCE IN COMMUNITY-DWELLING OLDER ADULTS OF THE NUAGE STUDY","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Adipokines, Inflammation, and Metabolic Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Université de Sherbrooke; Université de Montréal","funders":"","keywords":"Adiponectin; Insulin resistance; Leptin; Internal medicine; Biomarker; Medicine; Endocrinology; Insulin; Body mass index; Logistic regression; Resistin; Obesity; Biology","score_opus":0.02066251905314575,"score_gpt":0.29711639843201476,"score_spread":0.276453879378869,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2726419421","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99673426,0.00013508393,0.000051675215,0.00019534458,0.00016116524,0.0004984457,0.0000050837466,0.000009895383,0.002209043],"genre_scores_gemma":[0.99960977,0.0000125876495,0.000106139,0.00005162458,0.000053901753,0.000017848195,0.000008497608,0.00000832199,0.00013132759],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99882287,0.000111338435,0.0006620269,0.000088294415,0.00022411958,0.0000913709],"domain_scores_gemma":[0.9985308,0.00007324686,0.00052274304,0.0005923893,0.00026865903,0.000012161747],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009380911,0.00007389275,0.0002068777,0.0002725894,0.00011743978,0.000009523189,0.00021796522,0.000031497908,0.00000874155],"category_scores_gemma":[0.001158918,0.00005906136,0.000021500315,0.00056756573,0.000093718314,0.00014612636,0.00005720557,0.00021430005,3.7640572e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000091691996,0.0003606244,0.97869635,0.0002349844,0.000015091894,0.0000016513078,0.017899258,0.00004053632,0.00048203807,0.0009054256,0.000019659918,0.0012526929],"study_design_scores_gemma":[0.0022151358,0.0000155619,0.98997825,0.0013412348,0.000017632065,2.5683389e-7,0.0041825036,0.00006689906,0.0017831232,0.00018422422,0.00016961752,0.000045552137],"about_ca_topic_score_codex":0.00060479203,"about_ca_topic_score_gemma":0.0007735617,"teacher_disagreement_score":0.0137167545,"about_ca_system_score_codex":0.000026488438,"about_ca_system_score_gemma":0.0000780715,"threshold_uncertainty_score":0.24084523},"labels":[],"label_agreement":null},{"id":"W2726448028","doi":"10.1093/geroni/igx004.4944","title":"ESTABLISHING THE EFFECTIVENESS OF AN ACUTE CARE FOR ELDERS (ACE) STRATEGIC DELIVERY MODEL","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Sinai Health System; University of Toronto","funders":"","keywords":"Medicine; Acute care; Emergency medicine; Acute hospital; Hospital system; Health care","score_opus":0.2032800158953626,"score_gpt":0.44468863467886227,"score_spread":0.24140861878349967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2726448028","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99017674,0.000013628982,0.001956698,0.0003615045,0.00022003063,0.0004977458,0.0000061880123,0.000015533216,0.00675192],"genre_scores_gemma":[0.9995012,0.0000074776685,0.00030884385,0.000036546473,0.000055941753,0.00005376543,0.000012135296,0.000005664235,0.000018393423],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9991333,0.00014655407,0.00020511956,0.00015216859,0.00020179022,0.00016109837],"domain_scores_gemma":[0.9990811,0.0001922364,0.00016668695,0.00024366747,0.00030255478,0.000013782275],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025750378,0.000059074187,0.000095179756,0.00006716992,0.0007397306,0.00023560786,0.0003377659,0.00004212163,0.0000025987033],"category_scores_gemma":[0.00028995858,0.00005004942,0.000023815935,0.00019481212,0.0001781772,0.0006565198,0.000035418278,0.000068736554,2.1984143e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018113651,0.00014699287,0.24936211,0.0006054231,0.00006070114,0.0000013665416,0.11663014,0.017059933,0.011294799,0.580143,0.0000391844,0.024475254],"study_design_scores_gemma":[0.003408053,0.00026104125,0.12073072,0.0009983336,0.00010132282,3.476557e-7,0.34626812,0.044926662,0.017675744,0.4643387,0.000479797,0.0008111831],"about_ca_topic_score_codex":0.0036015569,"about_ca_topic_score_gemma":0.0024198513,"teacher_disagreement_score":0.22963798,"about_ca_system_score_codex":0.00014708209,"about_ca_system_score_gemma":0.00013787641,"threshold_uncertainty_score":0.56894845},"labels":[],"label_agreement":null},{"id":"W2726468443","doi":"10.1093/geroni/igx004.2974","title":"BUILDING A LEARNING CULTURE THROUGH AN ENHANCED LEARNING PARTNERSHIP IN CONTINUING CARE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Covenant Health; University of Calgary","funders":"","keywords":"General partnership; Organizational culture; Nursing; Workforce; Participatory action research; Health care; Learning environment; Learning organization; Culture change; Experiential learning; Medicine; Medical education; Psychology; Pedagogy; Public relations; Business; Knowledge management; Sociology; Political science","score_opus":0.06293983869960786,"score_gpt":0.448223383268016,"score_spread":0.38528354456840813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2726468443","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97871155,0.0001552221,0.0018098676,0.0004839391,0.0006215499,0.00030032717,4.235047e-7,0.00013430764,0.01778283],"genre_scores_gemma":[0.9967696,0.000020582711,0.0017999307,0.00007395352,0.00040000322,0.00006244358,0.000036574518,0.000029040817,0.0008078364],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9979217,0.00035699556,0.00066322664,0.00035011044,0.00019284128,0.00051511906],"domain_scores_gemma":[0.9986371,0.00010681406,0.00062508445,0.00027268098,0.0003312109,0.00002710752],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001030322,0.0001578353,0.00027513097,0.00032860006,0.0012758648,0.0001008816,0.00022508911,0.0002070804,0.000038038717],"category_scores_gemma":[0.0013612686,0.00016560612,0.000026078604,0.0006742266,0.00004006979,0.0008915697,0.000091308495,0.0015422249,0.00001408164],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004461465,0.000017670696,0.36669737,0.0001992826,0.0000052033215,0.000013826221,0.5655747,0.000846157,0.018997699,0.006396913,0.000086874825,0.041119684],"study_design_scores_gemma":[0.0039635226,0.00013277208,0.2476678,0.004787409,0.000015935528,0.000002233652,0.6941505,0.0006770212,0.0038522729,0.003419589,0.040595256,0.0007356882],"about_ca_topic_score_codex":0.00075201574,"about_ca_topic_score_gemma":0.0005241775,"teacher_disagreement_score":0.12857577,"about_ca_system_score_codex":0.00028851206,"about_ca_system_score_gemma":0.00008431189,"threshold_uncertainty_score":0.98130494},"labels":[],"label_agreement":null},{"id":"W2726498187","doi":"10.1093/geroni/igx004.3873","title":"DOES RELIGIOUS EXPERIENCE, SPIRITUALITY, AND QUALITY OF LIFE PREDICT WISDOM? A CROSS-AGE ANALYSIS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Religion, Spirituality, and Psychology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Religiosity; Spirituality; Bivariate analysis; Psychology; Quality of life (healthcare); Demography; Gerontology; Social psychology; Medicine; Sociology; Alternative medicine","score_opus":0.07815110059329977,"score_gpt":0.4431667711191985,"score_spread":0.3650156705258987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2726498187","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9824916,0.0001030595,0.0005736623,0.0032896555,0.00048500617,0.00015834835,0.000010003585,0.000041008618,0.012847634],"genre_scores_gemma":[0.9984394,0.00012680254,0.00022436437,0.0007356273,0.00018852542,0.000018509229,0.00000824013,0.0000059209046,0.00025264616],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976725,0.0002945836,0.000978958,0.00036640812,0.00042311617,0.000264431],"domain_scores_gemma":[0.99815124,0.00018173785,0.00074736396,0.0005429046,0.00031515665,0.000061578015],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003845038,0.000111447516,0.00037777275,0.00046608626,0.0006143987,0.00028844687,0.0004241442,0.00015269381,0.000034737517],"category_scores_gemma":[0.0024525656,0.00009152053,0.00006395253,0.0012544235,0.0015071154,0.0004102038,0.00009673583,0.00014679137,0.0000018087966],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019223333,0.000036721085,0.92828965,0.000024551055,0.00003927078,0.0000019714141,0.04083577,0.0000060461316,0.00020253795,0.029963644,0.0001734318,0.0004071793],"study_design_scores_gemma":[0.0004560766,0.000009265695,0.97724646,0.000023251947,0.000013303753,1.1285063e-7,0.005199565,0.000011165438,0.00007732638,0.014987948,0.0018397073,0.00013581781],"about_ca_topic_score_codex":0.03936327,"about_ca_topic_score_gemma":0.018729359,"teacher_disagreement_score":0.048956808,"about_ca_system_score_codex":0.000038446567,"about_ca_system_score_gemma":0.000087759014,"threshold_uncertainty_score":0.99917626},"labels":[],"label_agreement":null},{"id":"W2726499523","doi":"10.1093/geroni/igx004.2281","title":"EXAMINING AGING AND SOCIAL INCLUSION THROUGH DIFFERENT LENSES","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Social exclusion; Inclusion (mineral); Affect (linguistics); Autonomy; Psychology; Gerontology; Immigration; Sociology; Social psychology; Medicine; Political science","score_opus":0.057889104307034187,"score_gpt":0.34595678479479175,"score_spread":0.28806768048775755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2726499523","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9811032,0.000023111732,0.0013224555,0.0040127253,0.00044749508,0.000062980944,0.0000017228595,0.000024292589,0.013002018],"genre_scores_gemma":[0.99856776,0.000024413577,0.00023736713,0.0005204688,0.00037929416,0.000007062516,0.0000083864825,0.0000071919458,0.000248082],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9991656,0.000052812855,0.0002157829,0.00015777542,0.00024120983,0.00016685235],"domain_scores_gemma":[0.9995684,0.000050940907,0.00017209406,0.00008322832,0.00011678466,0.000008539052],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006153759,0.00007031205,0.00008966692,0.0001127066,0.0035154545,0.00030007973,0.00015724462,0.00005069101,0.00001360756],"category_scores_gemma":[0.00017821512,0.00007380881,0.000011079695,0.00012541529,0.000119988974,0.0004711307,0.0003395808,0.00011211149,0.0000019437725],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000027256342,0.000014363725,0.27881643,0.000014990955,0.0000060685225,0.000004008174,0.09126694,0.000013844102,0.007076455,0.6012471,0.00012273513,0.021414349],"study_design_scores_gemma":[0.00090485095,0.000027366721,0.8537879,0.00042827072,0.000010206581,0.0000016808121,0.0446936,0.003213798,0.0010558385,0.07645232,0.018806325,0.0006178189],"about_ca_topic_score_codex":0.0010739842,"about_ca_topic_score_gemma":0.0022073244,"teacher_disagreement_score":0.5749715,"about_ca_system_score_codex":0.000113891816,"about_ca_system_score_gemma":0.000037972382,"threshold_uncertainty_score":0.9977818},"labels":[],"label_agreement":null},{"id":"W2726502569","doi":"10.1093/geroni/igx004.1302","title":"THE SHORT VERSION OF THE ACTIVITIES-SPECIFIC BALANCE CONFIDENCE SCALE FOR OLDER ADULTS WITH DIABETES","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Diabetic Foot Ulcer Assessment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Confidence interval; Discriminant validity; Convergent validity; Concurrent validity; Balance (ability); Diabetes mellitus; Psychology; Internal medicine; Medicine; Physical therapy; Clinical psychology; Endocrinology; Psychometrics; Internal consistency","score_opus":0.013989849273911415,"score_gpt":0.28064653552193586,"score_spread":0.26665668624802447,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2726502569","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9905937,0.000025793579,0.0008108007,0.0033086285,0.00025173626,0.000608477,0.0000018758283,0.000009373685,0.0043896493],"genre_scores_gemma":[0.99899375,0.000011339159,0.00026092923,0.00013812783,0.00004048775,0.00006820887,0.0000052193923,0.000006947105,0.0004749973],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993825,0.000008786352,0.00017375623,0.00011857469,0.000189236,0.00012717787],"domain_scores_gemma":[0.99928457,0.00007398425,0.00014281037,0.00036929082,0.00012202244,0.0000073377128],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036411465,0.000060569702,0.000097689655,0.000054462744,0.0002132057,0.000050570383,0.00016738081,0.000016850712,0.000006851512],"category_scores_gemma":[0.000040208968,0.000034576056,0.00001743164,0.00016245201,0.00012489957,0.00012608578,0.000054442913,0.00007067122,4.79347e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001486188,0.00007057402,0.92950785,0.0002166439,0.000032680426,5.743137e-7,0.0007722336,0.000008537489,0.00400569,0.0077780504,0.0034395186,0.05401905],"study_design_scores_gemma":[0.0013034493,0.000054125863,0.9650993,0.0010656682,0.00001424063,2.0456253e-7,0.001188317,0.00071422657,0.023617728,0.00020856998,0.00666787,0.00006633495],"about_ca_topic_score_codex":0.000007250608,"about_ca_topic_score_gemma":0.00001206465,"teacher_disagreement_score":0.053952713,"about_ca_system_score_codex":0.000034451117,"about_ca_system_score_gemma":0.000025540312,"threshold_uncertainty_score":0.16398275},"labels":[],"label_agreement":null},{"id":"W2726508459","doi":"10.1093/geroni/igx004.435","title":"BUILDING INTERDISCIPLINARY RESEARCH CAPACITY: LESSONS FROM THE INTERNATIONAL SUMMER SCHOOLS ON AGING","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Digital literacy in education","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Discipline; Political science; European commission; Value (mathematics); Public relations; Library science; Sociology; Regional science; Social science; European union","score_opus":0.1809974614485062,"score_gpt":0.4635152743607022,"score_spread":0.282517812912196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2726508459","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8127886,0.000011549361,0.03596087,0.1307994,0.0026502102,0.00017363147,0.000009231846,0.00007195759,0.017534547],"genre_scores_gemma":[0.987407,0.0000014309373,0.010895356,0.0009620484,0.0004962855,0.000042979416,0.0000144232745,0.000011667221,0.00016880188],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99808854,0.00009457295,0.0004217851,0.00045584055,0.00064249424,0.00029678494],"domain_scores_gemma":[0.99767226,0.0004929294,0.00025965727,0.0011212548,0.00042714,0.000026743852],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0023166346,0.00011629861,0.00009924456,0.0005862105,0.00077429565,0.0031276278,0.0028047643,0.00004234816,0.000010648279],"category_scores_gemma":[0.0011991364,0.000100725854,0.000025300964,0.000800689,0.00009674373,0.0027986863,0.0015762916,0.000691205,0.0000713964],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000054725006,0.000079216436,0.058547787,0.0000045308607,0.000017174203,0.000008681248,0.005255463,0.00012346992,0.0032891345,0.7931973,0.004329143,0.13514262],"study_design_scores_gemma":[0.0005370699,0.000027078577,0.3635943,0.0013055835,0.0000021340381,0.000008380521,0.001506933,0.018867936,0.010230017,0.5840485,0.01949302,0.0003790256],"about_ca_topic_score_codex":0.00029361408,"about_ca_topic_score_gemma":0.00004323244,"teacher_disagreement_score":0.30504653,"about_ca_system_score_codex":0.0003334413,"about_ca_system_score_gemma":0.000097551114,"threshold_uncertainty_score":0.9979072},"labels":[],"label_agreement":null},{"id":"W2726535593","doi":"10.1093/geroni/igx004.4946","title":"OUTCOMES OF A QUALITY IMPROVEMENT INTERVENTION TO REDUCE UNNECESSARY URINARY CATHETER UTILIZATION","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sinai Health System; University of Toronto","funders":"","keywords":"Medicine; Urinary system; Psychological intervention; Urinary catheterization; Cohort; Incidence (geometry); Emergency medicine; Catheter; Intensive care medicine; Surgery; Internal medicine; Nursing","score_opus":0.09625371208895218,"score_gpt":0.4216774198548947,"score_spread":0.32542370776594254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2726535593","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98387533,0.000007990695,0.0073470115,0.0040788283,0.000310485,0.0005076285,0.0000024809544,0.00003804436,0.0038321973],"genre_scores_gemma":[0.99781775,0.0000035397181,0.0008062207,0.00039384584,0.00003468785,0.00007317109,0.000027868196,0.00001179701,0.000831144],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99873835,0.00003082428,0.00069969625,0.00020175749,0.00020620493,0.00012315727],"domain_scores_gemma":[0.99876386,0.000021454964,0.0004399852,0.0005336654,0.00022061438,0.00002044921],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008823228,0.00009574213,0.00019074418,0.0006315287,0.00009523306,0.000031836425,0.00011290029,0.00003561176,0.000052954067],"category_scores_gemma":[0.00036476832,0.00009594386,0.000046416062,0.00040062054,0.000029105742,0.00030020476,0.00013303325,0.000103680046,0.000009697407],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011573729,0.0031671217,0.90374047,0.00036397093,0.00007666743,0.000009685966,0.00067468773,0.000056689423,0.010546668,0.007100741,0.00013310817,0.07401444],"study_design_scores_gemma":[0.0011004213,0.00058392267,0.98466974,0.00024388438,0.000018016564,0.0000034355298,0.00026334514,0.00010631609,0.011632833,0.0005206139,0.0007686608,0.00008878843],"about_ca_topic_score_codex":0.00045658505,"about_ca_topic_score_gemma":0.000021571383,"teacher_disagreement_score":0.08092928,"about_ca_system_score_codex":0.00016616365,"about_ca_system_score_gemma":0.000019890836,"threshold_uncertainty_score":0.3912477},"labels":[],"label_agreement":null},{"id":"W2726555436","doi":"10.1093/geroni/igx004.078","title":"SMARTPHONE ACCELEROMETRY FOR GAIT VARIABILITY ASSESSMENT AND REHABILITATION IN OLDER ADULTS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"","keywords":"Gait; Physical medicine and rehabilitation; STRIDE; Rehabilitation; Accelerometer; Gait analysis; Session (web analytics); Physical therapy; Medicine; Computer science","score_opus":0.03523258842225021,"score_gpt":0.417883749289471,"score_spread":0.3826511608672208,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2726555436","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98818487,0.000009358082,0.005427795,0.0024044735,0.0005911126,0.0013076599,0.000009540755,0.000029894194,0.0020352814],"genre_scores_gemma":[0.9911703,0.000008956608,0.0077478257,0.00024862526,0.00010703678,0.00052224426,0.000060346465,0.000012134696,0.00012251473],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99833083,0.00021803711,0.00076329225,0.00031075237,0.00012399015,0.00025311447],"domain_scores_gemma":[0.9982124,0.00071114267,0.00045831595,0.00033971117,0.0002583403,0.000020105326],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0040588197,0.000095864954,0.00019007367,0.0003575639,0.0004319123,0.000031731484,0.00011325374,0.00014300297,0.0000150096075],"category_scores_gemma":[0.0013440824,0.00010064789,0.000017615106,0.00039363318,0.000048663405,0.00046709503,0.000077082426,0.00034938662,0.0000035991056],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039232986,0.0001860838,0.97102994,0.00053966575,0.0000031979964,2.4661162e-7,0.0022387377,4.8349176e-7,0.0012227541,0.0082710255,0.0003063122,0.016162325],"study_design_scores_gemma":[0.0030553332,0.000025167934,0.9807726,0.0007718496,0.0000024133014,1.1697863e-7,0.0012131947,0.0013523061,0.0000031502514,0.012452914,0.00025372225,0.0000972371],"about_ca_topic_score_codex":0.0002806725,"about_ca_topic_score_gemma":0.00029172335,"teacher_disagreement_score":0.016065087,"about_ca_system_score_codex":0.00026375032,"about_ca_system_score_gemma":0.00010201338,"threshold_uncertainty_score":0.4104302},"labels":[],"label_agreement":null},{"id":"W2726584674","doi":"10.1093/geroni/igx004.3072","title":"THE FINAL WORD: CT MFP PARTICIPANTS’ QUALITATIVE FEEDBACK ON PROGRAM EXPERIENCES","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Healthcare innovation and challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Medicaid; Qualitative research; Economic shortage; Psychology; Public relations; Quality (philosophy); Medical education; Marketing; Medicine; Business; Political science; Health care; Sociology","score_opus":0.3465233571943432,"score_gpt":0.5376004355180304,"score_spread":0.1910770783236872,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2726584674","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8873223,0.000033593533,0.000022403588,0.09229525,0.0006471788,0.00029642758,7.1385216e-7,0.00007327348,0.01930882],"genre_scores_gemma":[0.99759775,0.000046701505,0.0001571101,0.00063916657,0.00022417273,0.0003196937,0.0000021269418,0.0000065403315,0.00100675],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9981373,0.00031548526,0.0004736734,0.00020679625,0.00044122414,0.00042551334],"domain_scores_gemma":[0.99866766,0.00034735719,0.0003624369,0.00026958983,0.00031581605,0.000037153535],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004011964,0.00008943563,0.000105291365,0.00013418919,0.0024375003,0.00046598606,0.0004099004,0.000040186344,0.00005414194],"category_scores_gemma":[0.0023305435,0.00007021507,0.000017233988,0.00071699003,0.000528659,0.00033436608,0.000035385892,0.00023338586,0.000034450124],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011584179,0.000048235997,0.0037204276,0.000005702782,0.0000043183404,0.000003366464,0.27159294,9.0162854e-7,0.000006368179,0.43889123,0.00053365243,0.28518125],"study_design_scores_gemma":[0.00029304033,0.000049846712,0.020704135,0.00012111143,9.382505e-7,2.5464163e-7,0.7124555,0.000053898406,0.00018232982,0.010061991,0.25591418,0.00016273303],"about_ca_topic_score_codex":0.0005637678,"about_ca_topic_score_gemma":0.003295752,"teacher_disagreement_score":0.4408626,"about_ca_system_score_codex":0.00011197857,"about_ca_system_score_gemma":0.0002168651,"threshold_uncertainty_score":0.9988612},"labels":[],"label_agreement":null},{"id":"W2726642293","doi":"10.1093/geroni/igx004.5106","title":"LISTENING TO STAKEHOLDERS TO BETTER MANAGE OLDER ADULT MISTREATMENT IN LONG-TERM CARE FACILITIES","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Long-term care; Complaint; Active listening; Business; Public relations; Nursing; Psychology; Medicine; Political science","score_opus":0.052847571474664234,"score_gpt":0.33938250788663094,"score_spread":0.2865349364119667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2726642293","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98321086,0.000037852344,0.00025743505,0.0059430148,0.00018007927,0.00035329364,0.0000046451746,0.000033441567,0.009979368],"genre_scores_gemma":[0.99700123,0.000011367685,0.00029262033,0.0011265675,0.00008913389,0.00006340654,0.000010789141,0.000008551573,0.0013963537],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989075,0.000039748888,0.00026480007,0.00024781475,0.00023676064,0.00030335266],"domain_scores_gemma":[0.99946505,0.000028039032,0.000074426265,0.00024767278,0.00014581566,0.000039016497],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021574467,0.00009985383,0.000117439,0.0003809256,0.0004063473,0.00027060776,0.0002467013,0.00004955859,0.0000482522],"category_scores_gemma":[0.00015245745,0.00010940774,0.000018614131,0.00050074194,0.000044351484,0.00030475965,0.000059514627,0.00010144225,0.000022625085],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000069187363,0.000016702026,0.6934372,0.000045005578,0.000006598275,0.00004433168,0.23674819,0.00003528969,0.00028678865,0.00067967223,0.00022595897,0.06846732],"study_design_scores_gemma":[0.0007756408,0.000032501302,0.9336825,0.0014575871,0.000004981451,4.2598592e-7,0.057054523,0.000005459533,0.002458502,0.00024155575,0.003936892,0.00034941107],"about_ca_topic_score_codex":0.007526642,"about_ca_topic_score_gemma":0.041873135,"teacher_disagreement_score":0.2402453,"about_ca_system_score_codex":0.00029604492,"about_ca_system_score_gemma":0.000041263233,"threshold_uncertainty_score":0.9990823},"labels":[],"label_agreement":null},{"id":"W2726645986","doi":"10.1093/geroni/igx004.990","title":"FREQUENCY AND STABILITY OF MOTOR SUBTYPES IN OLDER MEDICAL INPATIENTS WITH DELIRIUM","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lawson Health Research Institute; Western University","funders":"","keywords":"Delirium; Longitudinal study; Medicine; Emergency medicine; Psychology; Internal medicine; Psychiatry; Pathology","score_opus":0.02056403373284518,"score_gpt":0.30203745426362477,"score_spread":0.2814734205307796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2726645986","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9941112,0.000020426714,0.00028170823,0.0032287107,0.000062249914,0.00025703313,0.0000032557246,0.000006820095,0.0020285954],"genre_scores_gemma":[0.9968695,0.000003925784,0.00026789683,0.0028033976,0.0000127580615,0.000012415226,0.00001595865,0.000007751065,0.000006390662],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991591,0.000023640137,0.00031577505,0.00015083818,0.00024045425,0.000110212],"domain_scores_gemma":[0.99529165,0.000053403328,0.0001500295,0.0001749863,0.004308472,0.000021485981],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00036423226,0.00006972472,0.000158969,0.00031318938,0.000031067633,0.000008664463,0.000057215115,0.00005671081,0.000057885503],"category_scores_gemma":[0.010633984,0.00006023625,0.0000075605512,0.00026484823,0.00020709135,0.00012625106,0.000033354278,0.00016826794,5.771502e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000061949926,0.00005987859,0.9926828,0.00008171437,0.000006691256,0.00001870679,0.00084432896,7.068315e-8,0.0032571815,0.0005326751,0.000022077016,0.0024319363],"study_design_scores_gemma":[0.0018706172,0.00007164272,0.9898999,0.0006469152,0.0000046068844,0.0000046405025,0.0018327562,0.00009544694,0.0052155554,0.00028782198,0.0000081730805,0.00006193897],"about_ca_topic_score_codex":0.00042123705,"about_ca_topic_score_gemma":0.00038879647,"teacher_disagreement_score":0.010269751,"about_ca_system_score_codex":0.00004735147,"about_ca_system_score_gemma":0.000119343415,"threshold_uncertainty_score":0.99769986},"labels":[],"label_agreement":null},{"id":"W2726657745","doi":"10.1093/geroni/igx004.2429","title":"BRINGING AGING TO THE FOREFRONT IN INTERSECTIONAL DISABILITY STUDIES","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging, Health, and Disability","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Mount Saint Vincent University","funders":"","keywords":"Scholarship; Gender studies; Racialization; Disability studies; Intersectionality; Ideology; Nova scotia; Sociology; Gerontology; Political science; Race (biology); Medicine; Politics; Law","score_opus":0.0801256648093354,"score_gpt":0.4099030944839672,"score_spread":0.3297774296746318,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2726657745","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96630913,0.0000681728,0.0010940939,0.028623234,0.0005510234,0.00043460116,0.0000013313194,0.00003714639,0.0028812885],"genre_scores_gemma":[0.99736726,0.000005781627,0.0004584543,0.001699303,0.00028561952,0.00006134577,0.000004743963,0.000010241666,0.000107237174],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985466,0.000047432095,0.000587621,0.00031849346,0.00022071667,0.00027914642],"domain_scores_gemma":[0.99897283,0.0001374328,0.00016238402,0.0005332875,0.00015908653,0.000034964043],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021364132,0.00011720865,0.00023142052,0.00018296226,0.00034646093,0.00005383267,0.00015642421,0.00003514319,0.00002434171],"category_scores_gemma":[0.002019865,0.000091253445,0.0000306647,0.00044697037,0.00018359457,0.00023458428,0.00015550166,0.00033043278,0.000009020224],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034887187,0.00006260106,0.9737282,0.0001347447,0.000010084639,0.00000386904,0.008338644,0.00009595387,0.000083466,0.0023882077,0.00020087749,0.014918474],"study_design_scores_gemma":[0.0005912829,0.000020475118,0.9863992,0.00040116537,0.000004745555,0.000006688762,0.007347267,0.0010750463,0.00015112873,0.0027795068,0.0011297243,0.000093786235],"about_ca_topic_score_codex":0.0013181033,"about_ca_topic_score_gemma":0.0032524124,"teacher_disagreement_score":0.031058166,"about_ca_system_score_codex":0.0007930169,"about_ca_system_score_gemma":0.000070681395,"threshold_uncertainty_score":0.37212074},"labels":[],"label_agreement":null},{"id":"W2726709985","doi":"10.1093/geroni/igx004.248","title":"LEVERAGING TECHNOLOGY TO PROMOTE ENGAGEMENT IN LEISURE ACTIVITIES IN SENIORS WITH COGNITIVE DECLINE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sheridan College; University of Toronto; Baycrest Hospital","funders":"","keywords":"Recreation; Cognitive decline; Psychology; Cognition; Storytelling; Dementia; Social engagement; Applied psychology; Service (business); Gerontology; Medicine; Business; Sociology; Marketing; Political science; Psychiatry","score_opus":0.03547254430414372,"score_gpt":0.37208439285500694,"score_spread":0.33661184855086324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2726709985","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98611385,0.000009687405,0.0015245569,0.008542854,0.00003692886,0.0008856045,0.0000013372803,0.000030457057,0.0028547435],"genre_scores_gemma":[0.9983818,0.0000047872336,0.0008006813,0.00031051118,0.00003277259,0.00019825352,0.000013054926,0.000015523141,0.00024263866],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986988,0.000046473677,0.00033126358,0.00029264798,0.0002941314,0.0003367413],"domain_scores_gemma":[0.99943733,0.0000442614,0.00011149317,0.000183996,0.00019823252,0.000024701307],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011783959,0.00012283906,0.00021992884,0.001999689,0.00010742285,0.00006788281,0.00011124977,0.000054210792,0.000043496944],"category_scores_gemma":[0.00046630262,0.00011385447,0.000009546337,0.0013256606,0.00008035379,0.00023998352,0.00017265815,0.00049451634,0.0000071852523],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017662681,0.00012175922,0.9153782,0.00005166027,0.000014406399,0.00024103456,0.001581919,0.000008958883,0.0060734064,0.00017430187,0.000003637036,0.07617405],"study_design_scores_gemma":[0.0035777197,0.00019873207,0.95932734,0.0014331082,0.0000060672864,0.000012522461,0.0049586333,0.00019767984,0.029519781,0.00031385297,0.00032619954,0.0001283597],"about_ca_topic_score_codex":0.00013593915,"about_ca_topic_score_gemma":0.00029911293,"teacher_disagreement_score":0.07604569,"about_ca_system_score_codex":0.00016371315,"about_ca_system_score_gemma":0.00012716917,"threshold_uncertainty_score":0.46428505},"labels":[],"label_agreement":null},{"id":"W2726735750","doi":"10.1093/geroni/igx004.2282","title":"CHALLENGING AUTONOMY: A COMPARATIVE ANALYSIS AND A VIEW FROM CANADIAN OLDER ADULTS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal; Concordia University; Centre for Interdisciplinary Research in Rehabilitation","funders":"","keywords":"Conceptualization; Autonomy; Omnipresence; Psychology; Focus group; Gerontology; Older people; Social psychology; Sociology; Medicine; Political science","score_opus":0.033076594262780326,"score_gpt":0.33135615462882534,"score_spread":0.298279560366045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2726735750","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9850295,0.0003709273,0.0007392811,0.0036087977,0.00012156734,0.00017864392,0.0000057391244,0.000024556295,0.00992095],"genre_scores_gemma":[0.99910104,0.00008856134,0.00025593795,0.00020091639,0.00013059683,0.000029436042,0.000012636776,0.0000027441363,0.00017813685],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9992227,0.000049281025,0.00022155521,0.00019756236,0.00011757485,0.00019132577],"domain_scores_gemma":[0.99944204,0.00005104756,0.00017606081,0.00014350298,0.00014404929,0.000043315235],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00045723876,0.000075687145,0.00017865938,0.0005073986,0.0013180102,0.00021550759,0.00012480174,0.000036720015,0.000060429666],"category_scores_gemma":[0.00010280699,0.000080843194,0.000017883704,0.0006772451,0.00009987359,0.0003281893,0.000023472969,0.00008322771,0.000004348208],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[9.4187357e-7,0.000005520343,0.38758248,0.000004037585,0.000070582515,0.0000023242972,0.5938041,0.000007777044,0.0000013852507,0.013084613,0.00009037756,0.0053458335],"study_design_scores_gemma":[0.00019769133,0.000001559278,0.9811306,0.00008309214,0.000025944448,3.4811286e-8,0.0078821825,0.0010784621,0.0000076929055,0.0012381688,0.008243715,0.000110851666],"about_ca_topic_score_codex":0.864584,"about_ca_topic_score_gemma":0.97034484,"teacher_disagreement_score":0.5935481,"about_ca_system_score_codex":0.00015067696,"about_ca_system_score_gemma":0.00020672708,"threshold_uncertainty_score":0.9999821},"labels":[],"label_agreement":null},{"id":"W2726791841","doi":"10.1093/geroni/igx004.3316","title":"PRESIDENTIAL SYMPOSIUM: THE IMPACT OF FALLS AND FEAR OF FALLING ON OLDER ADULTS’ MOBILITY: AN INTERNATIONAL PERSPECTIVE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Queen's University","funders":"","keywords":"Fear of falling; Context (archaeology); Gerontology; Cohort; Population; Poison control; Psychology; Human factors and ergonomics; Medicine; Geography; Environmental health","score_opus":0.025236532796062406,"score_gpt":0.372729726887269,"score_spread":0.3474931940912066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2726791841","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.995704,0.000008985832,0.00008130098,0.0005096154,0.000107665655,0.0001775616,0.0000070197734,0.0000071537343,0.0033967225],"genre_scores_gemma":[0.99981785,0.000008097397,0.000041314837,0.00001068243,0.00008694363,0.0000039338574,0.000002862194,0.0000029816615,0.000025337504],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992648,0.000043528336,0.00024730276,0.0001490787,0.00021243365,0.00008286297],"domain_scores_gemma":[0.99913794,0.00004903633,0.00027363995,0.00018392637,0.00034374275,0.000011729706],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008098246,0.000049875667,0.00008528396,0.000102199076,0.0002014416,0.0000842483,0.00028113104,0.000034713044,0.00003147201],"category_scores_gemma":[0.0001832426,0.000038199032,0.000025972739,0.00015657618,0.00026282808,0.00059966644,0.000022337863,0.00009291023,1.7952327e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003928909,0.000084295425,0.95220304,0.00000727396,0.000013134287,3.3698606e-7,0.037286215,0.00007763266,0.0008419318,0.008520565,0.0000022520508,0.0009240381],"study_design_scores_gemma":[0.00025651554,0.00002039565,0.9893461,0.00007890511,0.000002696521,3.7075278e-8,0.006457229,0.00032314917,0.00078804744,0.0026848887,0.0000023099506,0.000039711736],"about_ca_topic_score_codex":0.022398261,"about_ca_topic_score_gemma":0.0020567568,"teacher_disagreement_score":0.037143078,"about_ca_system_score_codex":0.00007542503,"about_ca_system_score_gemma":0.000072248564,"threshold_uncertainty_score":0.98411167},"labels":[],"label_agreement":null},{"id":"W2726796174","doi":"10.1093/geroni/igx004.303","title":"MANAGING MULTIPLE CHRONIC CONDITIONS: EXPERIENCES OF OLDER ADULTS, CAREGIVERS, AND CARE PROVIDERS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta; Mohawk College; University of Toronto; McMaster University","funders":"","keywords":"Multiple Chronic Conditions; Pill; Intervention (counseling); Qualitative research; Family caregivers; Health care; Gerontology; Nursing; Medicine; Chronic care; Aging in place; Chronic disease; Psychology; Family medicine; Sociology","score_opus":0.021505475441550577,"score_gpt":0.31513713764030327,"score_spread":0.2936316621987527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2726796174","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9931602,0.00069874414,0.00013639453,0.00078357203,0.00013941996,0.0004559047,0.00000337435,0.000033200104,0.004589177],"genre_scores_gemma":[0.99954706,0.00004671151,0.000114671726,0.00003957954,0.000046530797,0.00007725916,0.00005110259,0.000008125835,0.000068975525],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9992741,0.000008214248,0.00024124092,0.00019779873,0.00014823097,0.00013044788],"domain_scores_gemma":[0.9993696,0.000018997942,0.00020030141,0.00026683044,0.00012683893,0.000017382985],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000076997996,0.00008394432,0.00012965678,0.00028185625,0.00014502846,0.00006503899,0.000088627974,0.00002441149,0.000059083446],"category_scores_gemma":[0.00010583045,0.00008666083,0.000015381263,0.00018133713,0.00019296083,0.00039329787,0.00007039267,0.00006950582,0.0000010004082],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017170761,0.00015651676,0.43928608,0.008831713,0.00016225304,0.00016725021,0.4269649,0.00021949167,0.0016549905,0.01964968,0.0017593453,0.10097604],"study_design_scores_gemma":[0.005147859,0.00006258006,0.27026665,0.0029725407,0.000037399208,0.0000041946314,0.7164725,0.00217134,0.0018543205,0.00030633894,0.00050890556,0.00019536156],"about_ca_topic_score_codex":0.00030670452,"about_ca_topic_score_gemma":0.00008294544,"teacher_disagreement_score":0.2895076,"about_ca_system_score_codex":0.0001305112,"about_ca_system_score_gemma":0.00009712472,"threshold_uncertainty_score":0.3533926},"labels":[],"label_agreement":null},{"id":"W2726808748","doi":"10.1093/geroni/igx004.2138","title":"CONSENSUS IN MEASURES OF GAIT AND COGNITION: FROM THE CANADIAN CONSORTIUM IN NEURODEGENERATION AND AGING","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Cerebral Palsy and Movement Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal; University of Waterloo; Western University","funders":"","keywords":"Cognition; Set (abstract data type); Psychology; Cognitive decline; Delphi method; Neurodegeneration; Gait; Physical medicine and rehabilitation; Gerontology; Medicine; Dementia; Neuroscience; Disease; Computer science; Artificial intelligence","score_opus":0.055737566308778845,"score_gpt":0.2944037165910222,"score_spread":0.23866615028224336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2726808748","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9856721,0.00015039393,0.000011399115,0.01227691,0.000052751093,0.0001933101,0.000005712883,0.0000029906168,0.0016343959],"genre_scores_gemma":[0.99828714,0.000026041074,0.00005123402,0.0015648642,0.000021793141,0.0000067586075,0.000023046645,0.000003832255,0.000015265869],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994452,0.000028253193,0.0002525722,0.00011062666,0.00007717602,0.00008619284],"domain_scores_gemma":[0.99967206,0.00005121867,0.000095808675,0.00010031891,0.000065107735,0.000015483294],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036717078,0.000049972685,0.00009750862,0.00021310699,0.000089331596,0.00003635076,0.000026272584,0.00002971835,0.000008483443],"category_scores_gemma":[0.00035751,0.000045437188,0.000004119938,0.00015897551,0.00009076409,0.000059886053,0.000013072275,0.00011273471,1.9398739e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013305705,0.000008103487,0.98642015,0.000014595107,0.0000038798034,0.000008359709,0.00087263726,0.000013916499,0.0050758575,0.0015742715,0.000044075216,0.005950827],"study_design_scores_gemma":[0.0014030926,0.000007792965,0.9943205,0.000203973,0.000005423725,0.0000020254242,0.0005781021,0.0004915044,0.0015149416,0.0012393725,0.00018715647,0.000046074783],"about_ca_topic_score_codex":0.12557332,"about_ca_topic_score_gemma":0.6130583,"teacher_disagreement_score":0.487485,"about_ca_system_score_codex":0.000025509524,"about_ca_system_score_gemma":0.00008404403,"threshold_uncertainty_score":0.88024956},"labels":[],"label_agreement":null},{"id":"W2726818834","doi":"10.1093/geroni/igx004.3915","title":"NEGOTIATING CARE IN NURSING HOMES: THE EXPERIENCES OF FAMILY MEMBERS, RESIDENTS AND STAFF","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University; University of British Columbia","funders":"","keywords":"Negotiation; Nursing; Cornerstone; Ethnography; Psychology; Participant observation; Medicine; Political science; Sociology; Geography","score_opus":0.028488397197421154,"score_gpt":0.3588601273930442,"score_spread":0.33037173019562305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2726818834","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99072635,0.00091620244,0.000047089412,0.00050072186,0.00030382085,0.00011889043,4.0296e-7,0.000009747951,0.007376787],"genre_scores_gemma":[0.9995395,0.00015078139,0.000118906995,0.00002350915,0.000085917076,0.000014059714,9.4434455e-7,0.0000032235992,0.00006316376],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9991777,0.00007279024,0.0002680325,0.0001200618,0.0002223358,0.00013907414],"domain_scores_gemma":[0.99941033,0.00007638666,0.0002594464,0.000115484945,0.00013008948,0.000008232228],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066765683,0.00005405179,0.00009471385,0.00016096786,0.0008381685,0.00016384193,0.00016630864,0.000027626958,0.00000378885],"category_scores_gemma":[0.00043847217,0.000045564575,0.0000073986653,0.00036965398,0.00030488215,0.00038161306,0.00003056243,0.000075344804,1.7380269e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000015773904,0.0000052512696,0.1586086,0.000008757373,0.0000014050598,5.664413e-7,0.8292913,0.000019892625,0.000026790296,0.008155163,0.00008441421,0.0037963286],"study_design_scores_gemma":[0.000121609824,0.000004609738,0.40318108,0.00019622297,0.0000012094672,5.7313713e-8,0.5949778,0.00006916959,0.0000437899,0.0012300168,0.00012943872,0.000044990065],"about_ca_topic_score_codex":0.026985293,"about_ca_topic_score_gemma":0.014296604,"teacher_disagreement_score":0.24457248,"about_ca_system_score_codex":0.00005824917,"about_ca_system_score_gemma":0.00006576177,"threshold_uncertainty_score":0.9794941},"labels":[],"label_agreement":null},{"id":"W2726844570","doi":"10.1093/geroni/igx004.4843","title":"WHAT POLICIES ARE IN USE ACROSS CANADA TO REDUCE INAPPROPRIATE MEDICATION USE IN OLDER ADULTS?","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Canadian Agency for Drugs and Technologies in Health; Women's College Hospital; Alberta Health Services; University of Calgary; Université de Montréal; University of Alberta","funders":"","keywords":"Listing (finance); Medicine; Incentive; Medical prescription; Pharmaceutical Benefits Scheme; Family medicine; Authorization; Health care; Business; Nursing; Political science; Finance","score_opus":0.14392946249361935,"score_gpt":0.4357475484787371,"score_spread":0.2918180859851177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2726844570","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9714627,0.000025131207,0.000021455804,0.0273689,0.0005945661,0.00045631314,0.0000047410713,0.000011125331,0.000055034292],"genre_scores_gemma":[0.99356604,0.00004690868,0.00014398784,0.0059481696,0.0000621009,0.00003709457,0.000025298757,0.000011592831,0.00015880319],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998658,0.00004274086,0.0005194543,0.000221536,0.00028722078,0.00027103955],"domain_scores_gemma":[0.99900013,0.00015880956,0.00030653697,0.00032597638,0.00015218864,0.00005634294],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056013785,0.00010390425,0.00018906283,0.00021842508,0.00008120854,0.00022676792,0.00012643184,0.000057108187,0.000013081794],"category_scores_gemma":[0.0028231277,0.00009924335,0.000009543589,0.00064265466,0.00003287569,0.0018070962,0.000083469284,0.00033807458,0.0000033177855],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012295031,0.0000615246,0.9862314,0.00006606621,0.0000041223466,0.000035308432,0.0039147316,0.00004165156,0.0002882162,0.00012258861,0.00018918452,0.00892224],"study_design_scores_gemma":[0.0017690968,0.000009352588,0.9880705,0.0013450491,0.0000028702548,0.000003167443,0.0030027512,0.0011305613,0.00093957846,0.00002238438,0.003598237,0.00010643422],"about_ca_topic_score_codex":0.39465946,"about_ca_topic_score_gemma":0.47671616,"teacher_disagreement_score":0.082056694,"about_ca_system_score_codex":0.00034558075,"about_ca_system_score_gemma":0.00013393973,"threshold_uncertainty_score":0.60937154},"labels":[],"label_agreement":null},{"id":"W2726881333","doi":"10.1093/geroni/igx004.214","title":"WELL-BEING IN THE LIFE AFTER SERVICE OF CANADIAN MILITARY VETERANS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Veterans Affairs Canada","funders":"","keywords":"Military service; Veterans Affairs; Unemployment; General partnership; Military personnel; Scale (ratio); Mental health; Service member; Gerontology; Service (business); Population; Psychology; Medicine; Political science; Economic growth; Environmental health; Psychiatry; Geography; Business; Economics","score_opus":0.05418895277393337,"score_gpt":0.40717276967797766,"score_spread":0.3529838169040443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2726881333","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91788274,0.000081046805,0.0000056934273,0.03272443,0.00042067716,0.00044466756,0.000005053058,0.000010932781,0.048424747],"genre_scores_gemma":[0.97820324,0.000019174491,0.0002010549,0.021232635,0.00012285063,0.00009435483,0.000012117769,0.000010615543,0.000103958686],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982522,0.00023488443,0.000759259,0.00015095127,0.00016542208,0.00043725094],"domain_scores_gemma":[0.99886096,0.00018246382,0.00020255698,0.00048767898,0.00021754025,0.000048801725],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016546563,0.00008857621,0.00015488212,0.00075719313,0.00048113975,0.000009363372,0.00037167754,0.00011033528,0.00017919416],"category_scores_gemma":[0.00033856725,0.00007667646,0.000011044424,0.0013978463,0.000030327685,0.00021833937,0.000051234776,0.0005039204,0.00006146554],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023703078,0.000010390318,0.9453561,0.00031320014,0.0000026989728,0.000015496316,0.046172407,0.00006394919,0.000020538408,0.0060032196,0.0013379052,0.0006804294],"study_design_scores_gemma":[0.00048002202,0.000007917878,0.9524943,0.0015486125,0.0000024271912,4.8500976e-7,0.010988405,0.00049053755,0.000007787161,0.0018271516,0.032061707,0.00009061961],"about_ca_topic_score_codex":0.6446571,"about_ca_topic_score_gemma":0.7955746,"teacher_disagreement_score":0.15091754,"about_ca_system_score_codex":0.00016325901,"about_ca_system_score_gemma":0.00037352758,"threshold_uncertainty_score":0.37005866},"labels":[],"label_agreement":null},{"id":"W2726881440","doi":"10.1093/geroni/igx004.2647","title":"IMPLEMENTING EVIDENCE-BASED FALL PREVENTION IN THE COMMUNITY SETTING","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Fall prevention; Service (business); Medicine; Nursing; Plan (archaeology); Primary care; Service provider; Session (web analytics); Suicide prevention; Gerontology; Poison control; Medical emergency; Family medicine; Business","score_opus":0.13793349847202502,"score_gpt":0.46167474505895045,"score_spread":0.32374124658692544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2726881440","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9870321,0.00003357716,0.0021506217,0.004544116,0.00030784053,0.0006921805,0.0000022750041,0.00003951761,0.0051977276],"genre_scores_gemma":[0.9972899,0.00001027135,0.00069465104,0.0014482824,0.00015664866,0.0001808863,0.00005412445,0.000011007171,0.00015425759],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99666893,0.0016283115,0.0008923712,0.00015325446,0.00022148159,0.00043563955],"domain_scores_gemma":[0.99765664,0.00068933633,0.0008886287,0.00058980886,0.00016478077,0.000010783127],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.014798044,0.00010185446,0.00013765295,0.00027556598,0.0025786678,0.000080406055,0.00048813556,0.0000923735,0.0000121523635],"category_scores_gemma":[0.0014864987,0.00008902752,0.000028584165,0.00049720693,0.00003798712,0.00070450554,0.00017204364,0.0011753553,0.000019815576],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011025966,0.00011468062,0.96605796,0.00021901066,0.0000034056613,0.0000015643063,0.0055729053,0.00000383067,0.0036525906,0.0051840567,0.000317645,0.018861307],"study_design_scores_gemma":[0.00096934463,0.000014591222,0.9810116,0.002474113,0.0000040701057,2.9031264e-7,0.0068458957,0.0011622752,0.00001594,0.006215771,0.0011933397,0.00009275604],"about_ca_topic_score_codex":0.0025363397,"about_ca_topic_score_gemma":0.005965636,"teacher_disagreement_score":0.01876855,"about_ca_system_score_codex":0.00015843828,"about_ca_system_score_gemma":0.00013700897,"threshold_uncertainty_score":0.9987198},"labels":[],"label_agreement":null},{"id":"W2726910630","doi":"10.1093/geroni/igx004.4584","title":"EVALUATION OF ISUPPORT IN CANADA: THE USABILITY AND EFFECTIVENESS OF THE “CARING FOR ME” MODULE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Family Caregiving in Mental Illness","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Alzheimer Society of Canada; University of Calgary","funders":"","keywords":"Usability; Context (archaeology); Randomized controlled trial; Health care; Psychology; Nursing; Medical education; Applied psychology; Medicine; Computer science; Human–computer interaction; Political science; Geography","score_opus":0.060392992515179135,"score_gpt":0.3667392802398353,"score_spread":0.30634628772465616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2726910630","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99729115,0.000021799206,0.00018003206,0.00017781497,0.00064070517,0.0006156819,0.000005584832,0.0000016039633,0.001065646],"genre_scores_gemma":[0.9998067,1.6605857e-7,0.000022161317,0.000025305768,0.0000096007925,0.00012415217,0.0000018065277,0.0000050935223,0.0000050310123],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99893713,0.00028761232,0.0003005512,0.00013429938,0.00025084137,0.00008954075],"domain_scores_gemma":[0.99871856,0.0003276128,0.00027634943,0.00039976108,0.0002741994,0.0000035094217],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0066659166,0.000050276703,0.00011067232,0.000060477265,0.00008203465,0.000008855798,0.00020086102,0.000025934252,0.0000057883867],"category_scores_gemma":[0.00092612865,0.000036663205,0.000010844476,0.00021846006,0.0000962594,0.000071872295,0.00006636763,0.000081962164,5.0078956e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014233871,0.000015096032,0.982689,0.00007251434,0.000010041917,9.695541e-8,0.0009540766,0.00057057757,0.0036141172,0.0041127917,0.000011347978,0.007936108],"study_design_scores_gemma":[0.00063794665,0.0000053659883,0.9830225,0.0001408376,0.000009327098,5.956094e-7,0.0011755887,0.0024600283,0.00914631,0.00336024,0.0000047418102,0.00003651489],"about_ca_topic_score_codex":0.38579425,"about_ca_topic_score_gemma":0.2492768,"teacher_disagreement_score":0.13651744,"about_ca_system_score_codex":0.0003836446,"about_ca_system_score_gemma":0.00024882928,"threshold_uncertainty_score":0.76442194},"labels":[],"label_agreement":null},{"id":"W2726959102","doi":"10.1093/geroni/igx004.1496","title":"AN IMPLEMENTATION EVALUATION OF A PEER-LED HEALTH PROMOTION PROGRAM FOR SENIORS WITH FEAR OF FALLING","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Institut Universitaire de Gériatrie de Montréal","funders":"","keywords":"Attendance; Fidelity; Context (archaeology); Popularity; Psychology; Medical education; Health promotion; Promotion (chess); Peer group; Applied psychology; Nursing; Gerontology; Medicine; Public health; Social psychology; Engineering; Political science","score_opus":0.1356656465507825,"score_gpt":0.545585931968395,"score_spread":0.4099202854176125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2726959102","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98881286,0.00000867407,0.00534708,0.0025695863,0.0002775225,0.0028196229,0.000012169368,0.0000312023,0.00012127546],"genre_scores_gemma":[0.9893705,0.0000016425557,0.009818483,0.00001953239,0.00008961678,0.0003958795,0.00027260848,0.000013486267,0.000018199009],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9982535,0.00020440634,0.00074368255,0.00016291502,0.00043690592,0.0001985532],"domain_scores_gemma":[0.99605495,0.000048160706,0.0014276542,0.00024612012,0.0022054736,0.000017647335],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0049615162,0.00007351898,0.00018940924,0.00034585467,0.00040433087,0.000016540615,0.00008979329,0.000053443564,0.000019348176],"category_scores_gemma":[0.00022431674,0.00006840437,0.000015953421,0.00039925886,0.000027521677,0.00029905135,0.0000113890865,0.00011121992,3.5346625e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016544013,0.00032493964,0.341737,0.0009493178,0.000024943778,1.1364998e-7,0.034621865,0.00029573534,0.0049335966,0.0027075442,0.0003118545,0.61392766],"study_design_scores_gemma":[0.008339198,0.0017372137,0.91510683,0.001207422,0.000066621935,7.360255e-7,0.050189663,0.014938184,0.004424554,0.0034467035,0.0003237765,0.00021910004],"about_ca_topic_score_codex":0.0011260235,"about_ca_topic_score_gemma":0.0010799627,"teacher_disagreement_score":0.61370856,"about_ca_system_score_codex":0.00019907905,"about_ca_system_score_gemma":0.0005555999,"threshold_uncertainty_score":0.3109827},"labels":[],"label_agreement":null},{"id":"W2726975657","doi":"10.1093/geroni/igx004.1003","title":"ENGAGING AN ENTIRE UNIVERSITY IN AGE-FRIENDLY UNIVERSITY PRINCIPLES","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Presentation (obstetrics); Gerontology; University campus; Library science; Medical education; Sociology; Political science; Medicine; Computer science","score_opus":0.24193646407136904,"score_gpt":0.40743149478461815,"score_spread":0.1654950307132491,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2726975657","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93756914,0.0000019543832,0.00014693338,0.0010509227,0.00019205353,0.00014126963,0.0000016201201,0.00003851117,0.060857605],"genre_scores_gemma":[0.9983664,0.00001576903,0.00023370355,0.00002873449,0.000046026224,3.217428e-7,0.000005973825,0.0000035121996,0.0012995717],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989892,0.00019891477,0.00015895965,0.00022424587,0.0002056703,0.00022300714],"domain_scores_gemma":[0.99944496,0.00003290625,0.00014592723,0.00025656715,0.000086766544,0.000032866148],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015156346,0.0000640747,0.00008833413,0.00026307988,0.0010203714,0.000112407215,0.00040797735,0.000049233713,0.000041926003],"category_scores_gemma":[0.00026494436,0.00008406936,0.000016043254,0.0005330495,0.00025977878,0.0008967652,0.000113354195,0.00014730713,0.0000044235035],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000071744576,0.00005506538,0.81819636,0.000009100829,0.0000021665385,0.000025549829,0.017217321,0.000041492414,0.00010010937,0.15893786,0.000014052511,0.00539378],"study_design_scores_gemma":[0.00052025076,0.000011062499,0.8798228,0.00006730646,0.000002848192,8.9096126e-8,0.05971927,0.00014898305,0.000065523156,0.0015003358,0.057988796,0.00015274475],"about_ca_topic_score_codex":0.011599615,"about_ca_topic_score_gemma":0.027494488,"teacher_disagreement_score":0.15743752,"about_ca_system_score_codex":0.0005562069,"about_ca_system_score_gemma":0.00011495444,"threshold_uncertainty_score":0.99498224},"labels":[],"label_agreement":null},{"id":"W2726984246","doi":"10.1093/geroni/igx004.3743","title":"A SAMPLE OF QUALITY OF LIFE RESEARCH FROM THE CANADIAN CONSORTIUM ON NEURODEGENERATION IN AGING","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University; Toronto Rehabilitation Institute; University Health Network","funders":"","keywords":"Dementia; Quality of life (healthcare); Participatory action research; Psychology; Psychological intervention; Gerontology; Medicine; Nursing; Disease; Sociology","score_opus":0.6361108615596184,"score_gpt":0.5537907624955739,"score_spread":0.08232009906404447,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2726984246","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99006104,0.000018900497,0.00006595944,0.006304747,0.00045272728,0.00065384625,0.00008840657,0.0000038795943,0.0023504794],"genre_scores_gemma":[0.9963318,0.000006363996,0.0001465594,0.0031567137,0.00009482052,0.0000679687,0.00015800448,0.000006467181,0.000031267235],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99707025,0.0009720957,0.0011130614,0.00016028639,0.00037204538,0.00031228553],"domain_scores_gemma":[0.9971951,0.0013824092,0.0005820275,0.00042924902,0.0003586915,0.000052519226],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006472472,0.000058806843,0.00015584956,0.0003966541,0.00088930177,0.0000123886475,0.00021161821,0.00006661209,0.00006834623],"category_scores_gemma":[0.0022092115,0.000050408635,0.000009907858,0.00047451412,0.00007522034,0.00009319804,0.00005940373,0.00054445886,0.000007705782],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033452554,0.000026558788,0.95897317,0.00016220764,0.0000016220074,2.4844303e-7,0.00538271,0.0000442052,0.00050682167,0.033572733,0.00025702137,0.0010392464],"study_design_scores_gemma":[0.00069165917,0.000028640072,0.99050945,0.0007599649,5.170487e-7,5.8443357e-9,0.002431319,0.0005701014,0.0007780695,0.0033321497,0.0008501421,0.00004796562],"about_ca_topic_score_codex":0.83604914,"about_ca_topic_score_gemma":0.79133993,"teacher_disagreement_score":0.04470917,"about_ca_system_score_codex":0.0003208503,"about_ca_system_score_gemma":0.0009988956,"threshold_uncertainty_score":0.68398803},"labels":[],"label_agreement":null},{"id":"W2727019091","doi":"10.1093/geroni/igx004.1049","title":"A CROSS-CULTURAL COMPARISON OF APPROACHES TO ELDER MISTREATMENT RESEARCH AND INTERVENTIONS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Elder abuse; Psychological intervention; Best practice; Intervention (counseling); Public relations; Alliance; Political science; Foundation (evidence); Medicine; Psychology; Nursing; Suicide prevention; Poison control; Environmental health; Law","score_opus":0.6006122662773391,"score_gpt":0.5596397698568284,"score_spread":0.04097249642051071,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2727019091","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9828211,0.000096093485,0.0000984492,0.0016370957,0.00004494146,0.00013805616,8.222935e-7,0.000007732512,0.0151557],"genre_scores_gemma":[0.9989355,0.00001003484,0.00038005717,0.000008437274,0.000031336956,0.000022796768,0.0000020604593,0.0000022046843,0.000607532],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993454,0.00004661882,0.00021404443,0.000110791436,0.00015427395,0.00012883978],"domain_scores_gemma":[0.9995427,0.00004116312,0.00008300897,0.00011879082,0.00019688139,0.00001745153],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00076940365,0.000033409728,0.00007473985,0.00016955119,0.00058667373,0.00018938706,0.00013703281,0.000028977802,0.000024305926],"category_scores_gemma":[0.000306108,0.000031448784,0.000012821613,0.00037128947,0.00026935962,0.00023397591,0.00005895335,0.0000849815,0.0000026441903],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008281893,0.00011529,0.86881256,0.000027735603,0.000009174889,7.028028e-7,0.055118673,0.000003875899,0.00054292846,0.050308213,0.00014723874,0.024905348],"study_design_scores_gemma":[0.0007449383,0.00017121408,0.9245024,0.0013247067,0.0000063361153,5.154128e-7,0.029545682,0.00006537972,0.02440012,0.015304291,0.003746298,0.00018816676],"about_ca_topic_score_codex":0.0026256025,"about_ca_topic_score_gemma":0.0037796737,"teacher_disagreement_score":0.05568981,"about_ca_system_score_codex":0.000045105633,"about_ca_system_score_gemma":0.000025736288,"threshold_uncertainty_score":0.45122793},"labels":[],"label_agreement":null},{"id":"W2727043322","doi":"10.1093/geroni/igx004.5011","title":"BLUEBERRIES AND FRUIT POLYPHENOLS MODULATE THE GUT MICROBIOME AND MAY PREVENT AGE-RELATED DYSBIOSIS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Diet and metabolism studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Dysbiosis; Gut microbiome; Microbiome; Polyphenol; Biology; Gut flora; Food science; Bioinformatics; Immunology; Biochemistry; Antioxidant","score_opus":0.025956084939945886,"score_gpt":0.3019288030312877,"score_spread":0.27597271809134183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2727043322","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98402095,0.00091840775,0.000012226577,0.011905144,0.00023738033,0.0002480128,0.000002916805,0.000023584034,0.0026313935],"genre_scores_gemma":[0.9966594,0.00020291902,0.00021001729,0.00044549265,0.00005700608,0.000015576212,0.0000064303786,0.00001042223,0.0023927602],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99930674,0.000015943728,0.00027908996,0.00016685038,0.000083014995,0.00014838997],"domain_scores_gemma":[0.9994978,0.000024355026,0.00015518778,0.00023583183,0.000070021684,0.00001680903],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036655198,0.00010306535,0.000188472,0.00016335759,0.0002896314,0.000101663805,0.00006530835,0.000043230135,0.00000980522],"category_scores_gemma":[0.00014849083,0.00007236214,0.000013517606,0.00020764531,0.00024668465,0.00013775394,0.00012818418,0.00012610153,0.0000028966479],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007427582,0.00014911908,0.44929463,0.00030824964,0.00043917526,0.000059475587,0.02523761,0.000003851711,0.36340487,0.04061503,0.002319179,0.11809453],"study_design_scores_gemma":[0.0009900769,0.000018601711,0.9849092,0.00024136118,0.000052341933,0.0000107459455,0.00050368434,0.000042224874,0.0029455759,0.0027933214,0.0073837168,0.000109147506],"about_ca_topic_score_codex":0.00013609494,"about_ca_topic_score_gemma":0.00002647852,"teacher_disagreement_score":0.5356146,"about_ca_system_score_codex":0.00001491169,"about_ca_system_score_gemma":0.000014231582,"threshold_uncertainty_score":0.29508427},"labels":[],"label_agreement":null},{"id":"W2727062361","doi":"10.1093/geroni/igx004.4947","title":"HOSPITALIZATION AND PLACE-OF-DEATH AMONG HOMEBOUND OLDER ADULTS IN A HOME-BASED PRIMARY CARE PROGRAM","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sinai Health System; McMaster University; University of Toronto","funders":"","keywords":"Medicine; Primary care; Emergency medicine; Older people; Multidisciplinary approach; Acute hospital; Intervention (counseling); Acute care; Pediatrics; Gerontology; Family medicine; Health care; Nursing","score_opus":0.021447488754657084,"score_gpt":0.3603576001875006,"score_spread":0.33891011143284355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2727062361","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99639666,0.00019332058,0.00013148824,0.0003663265,0.0005090255,0.001001778,0.000005825745,0.000054788652,0.0013407649],"genre_scores_gemma":[0.9988595,0.000011928654,0.0005986007,0.00007750871,0.000069457186,0.00017026537,0.00014084554,0.00001763523,0.00005422252],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987449,0.000076926546,0.00055293326,0.00022321836,0.00016172195,0.00024029368],"domain_scores_gemma":[0.9988473,0.00008010888,0.00047446712,0.0002667216,0.00031054515,0.00002086139],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004215234,0.000107862434,0.0002116337,0.00057051773,0.00031549946,0.000040555977,0.00010874847,0.00013533537,0.00000963772],"category_scores_gemma":[0.00014294269,0.00011093686,0.000014625993,0.00055895513,0.00006776447,0.0002657052,0.000051507242,0.00024523103,0.0000013000621],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048794725,0.000052062274,0.9558119,0.00087324134,0.0000024028325,0.0000032729163,0.01552664,0.0000139112335,0.000015880196,0.00024734138,0.0001113857,0.02729314],"study_design_scores_gemma":[0.0023762437,0.000043502678,0.9896417,0.0018624396,0.0000044860403,1.5591036e-7,0.005332022,0.00027788672,0.000035395926,0.00012121749,0.00018347317,0.000121427365],"about_ca_topic_score_codex":0.0012213192,"about_ca_topic_score_gemma":0.00059092086,"teacher_disagreement_score":0.033829823,"about_ca_system_score_codex":0.00023286685,"about_ca_system_score_gemma":0.00020016698,"threshold_uncertainty_score":0.4523874},"labels":[],"label_agreement":null},{"id":"W2727105257","doi":"10.1093/geroni/igx004.834","title":"PERSON-CENTERED WALKING TO MAINTAIN THE MOBILITY, ADL FUNCTION, AND QUALITY OF LIFE OF LTC RESIDENTS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"Medicine; Gait; Quality of life (healthcare); Activities of daily living; Mean difference; Significant difference; Timed Up and Go test; Preferred walking speed; Physical therapy; Functional Independence Measure; Analysis of variance; Physical medicine and rehabilitation; Balance (ability); Internal medicine; Confidence interval","score_opus":0.2675139892659269,"score_gpt":0.45054153251245166,"score_spread":0.18302754324652476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2727105257","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99538213,0.00014741701,0.0016019127,0.0018692643,0.000100242294,0.00017568142,0.0000051670863,0.0000057310044,0.00071246317],"genre_scores_gemma":[0.99911475,0.000017766271,0.00043198763,0.00032535204,0.000045711495,0.000005973125,0.0000054986644,0.000004915198,0.000048025442],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990587,0.00005867744,0.00047978724,0.000120257784,0.00019923678,0.00008334141],"domain_scores_gemma":[0.99878263,0.000127852,0.00039055356,0.00029593284,0.000383956,0.000019052],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012596615,0.00005940289,0.0002180141,0.00016377523,0.00005667868,0.000010585912,0.00008885665,0.00003048538,0.000014488795],"category_scores_gemma":[0.0026922813,0.000047092886,0.00002105651,0.0002554744,0.0000938136,0.00008657799,0.000058730107,0.00008318938,5.3707896e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014419007,0.00003687983,0.9786463,0.0002219131,0.000026303695,3.3277232e-7,0.003450847,0.0000037015182,0.011294758,0.003992493,0.00010153057,0.0020807534],"study_design_scores_gemma":[0.00081842346,0.000043792967,0.9862144,0.0008218203,0.000008968104,2.2661303e-7,0.0051566293,0.000031419415,0.0060137073,0.00069857266,0.00015264226,0.0000394073],"about_ca_topic_score_codex":0.0013547473,"about_ca_topic_score_gemma":0.000108596956,"teacher_disagreement_score":0.0075680935,"about_ca_system_score_codex":0.000034542794,"about_ca_system_score_gemma":0.000041531697,"threshold_uncertainty_score":0.3223107},"labels":[],"label_agreement":null},{"id":"W2727123636","doi":"10.1093/geroni/igx004.3481","title":"MISSING DATA IN LONGITUDINAL STUDIES OF AGING: THE GOOD, THE BAD, AND THE UGLY","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Statistical Methods and Inference","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Missing data; Imputation (statistics); Longitudinal study; Longitudinal data; Grip strength; Statistics; Computer science; Econometrics; Psychology; Mathematics; Data mining; Medicine","score_opus":0.3801026189858629,"score_gpt":0.4923415542744276,"score_spread":0.11223893528856471,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2727123636","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7795447,0.0026776146,0.14014755,0.06703033,0.0006044695,0.0008968077,0.000027186363,0.000028839486,0.009042508],"genre_scores_gemma":[0.98131496,0.00006326148,0.018366138,0.00016468819,0.000047523255,0.000009501084,8.818241e-7,0.0000055596965,0.000027502578],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99900186,0.00016769259,0.0004251186,0.00014053723,0.00015259683,0.000112199785],"domain_scores_gemma":[0.99496186,0.0038118388,0.00033802312,0.00076339755,0.00011980574,0.000005075254],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004816461,0.000073124655,0.00017242202,0.00005537607,0.00030736404,0.00011172456,0.0005187915,0.00001824807,0.0000050549634],"category_scores_gemma":[0.013604575,0.00003344494,0.000007540853,0.00024859916,0.00053638814,0.00015216757,0.00040353806,0.00020517079,3.6494134e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008226198,0.000011838119,0.062045686,0.00007296439,0.000017543543,0.0000016233806,0.0029585178,0.0000014506177,0.00006216813,0.88157296,0.00014314217,0.053103898],"study_design_scores_gemma":[0.00061618676,0.0000061781448,0.14798822,0.00039710055,0.00001839223,0.000004189298,0.0022839105,0.0051265215,0.00018705346,0.8428669,0.00043204046,0.000073285264],"about_ca_topic_score_codex":0.000119364646,"about_ca_topic_score_gemma":0.00007840379,"teacher_disagreement_score":0.20177025,"about_ca_system_score_codex":0.000013025424,"about_ca_system_score_gemma":0.0000212386,"threshold_uncertainty_score":0.99470425},"labels":[],"label_agreement":null},{"id":"W2727126062","doi":"10.1093/geroni/igx004.4457","title":"COMPARISON OF TWO MODALITIES OF EXERCISE ON THE HEALTH PROFILE IN OLDER WOMEN WITH ABDOMINAL OBESITY","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Cardiovascular and exercise physiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke","funders":"","keywords":"Medicine; High-intensity interval training; Interval training; Anthropometry; Waist; Internal medicine; Physical therapy; Body mass index; Aerobic exercise; Abdominal obesity; Obesity; Lipid profile; Endocrinology; Cholesterol","score_opus":0.03848214466197045,"score_gpt":0.3555944577413736,"score_spread":0.31711231307940313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2727126062","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99803287,0.000046083278,0.00013740815,0.0007373271,0.000035840338,0.00033589566,0.0000023832754,0.000004871668,0.00066732534],"genre_scores_gemma":[0.99962854,0.0000070787746,0.00017440805,0.00007944359,0.000019504472,0.000043682146,0.000008337447,0.000005935068,0.000033039112],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991941,0.000038747217,0.00036133899,0.000108460496,0.000163028,0.00013431188],"domain_scores_gemma":[0.999238,0.000032680153,0.00025973667,0.00034900254,0.00010899124,0.000011598682],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007754216,0.000064102656,0.00043468605,0.00018989277,0.000053830303,0.000005962848,0.00007856167,0.000020970921,0.000015738042],"category_scores_gemma":[0.000048119175,0.000044241682,0.000021592308,0.0002422451,0.00010146133,0.000050630453,0.000028692088,0.00014379159,0.0000012255588],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0033078047,0.0007436818,0.9214989,0.0011440952,0.00007657819,0.0000074583704,0.03086339,0.0007937195,0.0064512654,0.011162709,0.0003376489,0.023612784],"study_design_scores_gemma":[0.0019924087,0.00014935952,0.97550476,0.0012044803,0.0000069609014,0.0000020570733,0.003574956,0.00065183506,0.016099202,0.0007491716,0.000008343123,0.00005648891],"about_ca_topic_score_codex":0.0007423162,"about_ca_topic_score_gemma":0.000030367337,"teacher_disagreement_score":0.054005872,"about_ca_system_score_codex":0.000077102246,"about_ca_system_score_gemma":0.00009176397,"threshold_uncertainty_score":0.18041235},"labels":[],"label_agreement":null},{"id":"W2727131461","doi":"10.1093/geroni/igx004.2611","title":"PREVALENCE OF ELDER FINANCIAL FRAUD AND SCAMS: A SYSTEMATIC REVIEW AND META-ANALYSIS","year":2017,"lang":"en","type":"review","venue":"Innovation in Aging","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; University of Toronto","funders":"","keywords":"Meta-analysis; Estimation; Systematic error; Random effects model; Systematic review; Actuarial science; Population; Negative binomial distribution; Psychology; Demography; Medicine; Statistics; MEDLINE; Economics; Sociology; Mathematics; Management; Political science; Law; Pathology","score_opus":0.10748556970494473,"score_gpt":0.352910250581396,"score_spread":0.2454246808764513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2727131461","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000060933973,0.99815166,0.000048224098,0.000041488976,0.00003764853,0.0013275703,0.000012177377,0.000018950703,0.00030137534],"genre_scores_gemma":[0.001013008,0.9974104,0.00015329456,0.0005310397,0.00007420996,0.00024716317,0.00006662208,0.000027273838,0.00047700055],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99658537,0.00007419778,0.002271614,0.00053442735,0.00033701802,0.00019736926],"domain_scores_gemma":[0.9947472,0.0000883568,0.0039468273,0.0006804624,0.00053067453,0.000006438442],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0024648288,0.0004096019,0.00495838,0.0022721195,0.00013408958,0.00020166149,0.00036815065,0.00013862565,0.00022661159],"category_scores_gemma":[0.0015996597,0.00031554746,0.0005886656,0.0039588003,0.00008133358,0.00084196124,0.00027224695,0.00021826927,0.000013329254],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[5.44978e-7,0.00001557251,0.0023330178,0.9884386,0.0030307954,0.000003488204,0.000021909134,2.245483e-7,3.869349e-8,0.0039913044,0.000072223615,0.002092251],"study_design_scores_gemma":[0.00008619143,0.0000031225443,0.0010551367,0.12582414,0.84712994,0.0000021007659,0.000005071184,0.00005245232,9.576895e-8,0.0004379285,0.024908306,0.0004955256],"about_ca_topic_score_codex":0.00020162846,"about_ca_topic_score_gemma":0.000042917196,"teacher_disagreement_score":0.8626145,"about_ca_system_score_codex":0.00002698142,"about_ca_system_score_gemma":0.00004829478,"threshold_uncertainty_score":0.99992967},"labels":[],"label_agreement":null},{"id":"W2727137167","doi":"10.1093/geroni/igx004.222","title":"SENIOR HIGH COST HEALTHCARE USERS: HOW DO THEY DIFFER?","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Centre for Advancing Health Outcomes; St. Michael's Hospital; Institute for Clinical Evaluative Sciences; St. Joseph’s Healthcare Hamilton; Programs for Assessment of Technology in Health Research Institute; McMaster University; Hamilton Health Sciences","funders":"","keywords":"Medicine; Polypharmacy; Health care; Medical prescription; Population; Total cost; Psychological intervention; Emergency medicine; Cohort; Prescription drug; Family medicine; Demography; Environmental health; Intensive care medicine; Internal medicine; Nursing; Business","score_opus":0.09701132669440059,"score_gpt":0.3230329689778542,"score_spread":0.22602164228345362,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2727137167","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7174688,0.00012606091,0.0020230347,0.27153546,0.0010819588,0.0004685409,0.00008978561,0.000057652902,0.007148721],"genre_scores_gemma":[0.9955633,0.00009465877,0.00033503099,0.0031718144,0.00021004425,0.00006210516,0.000022181883,0.000017592858,0.00052323815],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99883986,0.000016007289,0.0005026682,0.0002958162,0.000040245402,0.00030539377],"domain_scores_gemma":[0.99882454,0.000023112303,0.0005243833,0.0005336264,0.00005856281,0.000035784968],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00081217696,0.0001074051,0.0002219998,0.00048766535,0.00028626117,0.0003200119,0.0002688371,0.00007164405,0.000026227926],"category_scores_gemma":[0.00025584662,0.0001278655,0.000023275124,0.00023999848,0.00002746478,0.0003996223,0.00009895,0.00018960416,0.00009026531],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000299071,0.00001542524,0.17669377,0.00006554546,0.000007278912,0.0000037199165,0.0008904062,0.000009060856,0.000005938843,0.8086582,0.0005046278,0.013143075],"study_design_scores_gemma":[0.00080711604,0.00002725022,0.69227546,0.000167053,0.0000013712149,0.0000014986913,0.00047107248,0.0004035975,0.00011080852,0.15481202,0.15056929,0.0003534327],"about_ca_topic_score_codex":0.0074906703,"about_ca_topic_score_gemma":0.0008216419,"teacher_disagreement_score":0.65384614,"about_ca_system_score_codex":0.00020618684,"about_ca_system_score_gemma":0.000021063923,"threshold_uncertainty_score":0.9991185},"labels":[],"label_agreement":null},{"id":"W2727138750","doi":"10.1093/geroni/igx004.1314","title":"INFLUENCE OF ACE INHIBITORS ON FRAILTY AND CARDIAC FUNCTION IN MIDDLE-AGED FEMALE C57BL/6 MICE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Cardiovascular and exercise physiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Enalapril; Internal medicine; Cardiac function curve; Medicine; Calcium; Endocrinology; Contraction (grammar); Stimulation; Blood pressure; Heart failure; Angiotensin-converting enzyme","score_opus":0.03224726679466934,"score_gpt":0.2908696361516107,"score_spread":0.2586223693569414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2727138750","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9986749,0.00010816474,0.00002561428,0.00031010082,0.0001647933,0.00018406098,0.0000016083565,0.000011581766,0.00051914906],"genre_scores_gemma":[0.99960166,0.000027619328,0.00007242706,0.00013897939,0.000081281105,0.000014495221,0.000011473224,0.000008194537,0.00004385207],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992303,0.000034174787,0.00030041297,0.0001879318,0.00013185445,0.00011529162],"domain_scores_gemma":[0.99941397,0.00003770125,0.00013629,0.00029676862,0.000100118436,0.000015171649],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051144685,0.00007993834,0.00028343644,0.00031868592,0.0000580885,0.000011995744,0.000045492972,0.000070082235,0.0000021281244],"category_scores_gemma":[0.00031457772,0.0000803566,0.000038282276,0.00032893164,0.00006909999,0.00014670883,0.000043345834,0.00019764234,0.0000033831968],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00063820835,0.00006991738,0.60330224,0.00027986075,0.00005747159,0.0000120659,0.0016360141,0.001847696,0.37992013,0.00096209,0.00013046262,0.0111438595],"study_design_scores_gemma":[0.0009437802,0.000041152754,0.97190535,0.00042895987,0.000014923327,0.0000018779095,0.00019854427,0.00004364094,0.025953552,0.0002007219,0.000198322,0.00006917906],"about_ca_topic_score_codex":0.0003674283,"about_ca_topic_score_gemma":0.000017447343,"teacher_disagreement_score":0.36860314,"about_ca_system_score_codex":0.00004697571,"about_ca_system_score_gemma":0.000029611485,"threshold_uncertainty_score":0.3276847},"labels":[],"label_agreement":null},{"id":"W2727147309","doi":"10.1093/geroni/igx004.445","title":"ELDER ABUSE IN CANADA: A GROWING DILEMMA IN AN AGING SOCIETY","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Neglect; Elder abuse; Dilemma; Presentation (obstetrics); Depression (economics); Population; Gerontology; Population ageing; Psychology; Psychological abuse; Child abuse; Medicine; Psychiatry; Suicide prevention; Poison control; Medical emergency; Environmental health","score_opus":0.04234372889972203,"score_gpt":0.3322426833059685,"score_spread":0.28989895440624647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2727147309","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99559623,0.000035254317,0.00004922776,0.001660023,0.0002161599,0.00011487348,5.017456e-7,0.000019333553,0.0023084055],"genre_scores_gemma":[0.9986255,0.000052588144,0.00021747794,0.0009378012,0.000106174855,0.000016312017,0.0000027831306,0.000009263726,0.000032075637],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987641,0.000079728234,0.00035220198,0.00021523,0.00023357893,0.00035515032],"domain_scores_gemma":[0.99950194,0.000056154207,0.00013934512,0.00020215566,0.00007459305,0.000025805615],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010095983,0.00008236046,0.0001251223,0.00021360017,0.00038855447,0.00013650199,0.0003083056,0.000054983448,0.000028198598],"category_scores_gemma":[0.00014293645,0.00009773788,0.000015442292,0.00091105455,0.000053662967,0.0013266775,0.0000340153,0.00026646472,0.0000012579253],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000018728326,0.000016569746,0.92766076,0.0000074208424,0.0000023133491,0.000025028905,0.057093333,0.000059194474,0.0004978854,0.0032619694,0.000087483924,0.01128615],"study_design_scores_gemma":[0.0008668299,0.000006954213,0.96812713,0.0007419308,0.000002287916,6.033773e-7,0.022444548,0.00092396885,0.0010013728,0.002854453,0.002689295,0.00034063347],"about_ca_topic_score_codex":0.95203114,"about_ca_topic_score_gemma":0.99424076,"teacher_disagreement_score":0.04220961,"about_ca_system_score_codex":0.0006847847,"about_ca_system_score_gemma":0.0007449511,"threshold_uncertainty_score":0.3985635},"labels":[],"label_agreement":null},{"id":"W2727174312","doi":"10.1093/geroni/igx004.2668","title":"THE CANDRIVE/OZCANDRIVE PROSPECTIVE OLDER DRIVER COHORT STUDY RESULTS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Prospective cohort study; Older people; Cohort; Occupational safety and health; Gerontology; Injury prevention; Population; Poison control; Suicide prevention; Human factors and ergonomics; Medicine; Cohort study; Demography; Psychology; Environmental health","score_opus":0.04428508621257747,"score_gpt":0.4221050014074306,"score_spread":0.37781991519485314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2727174312","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.962413,0.000013811544,0.00009824605,0.004376948,0.0016528456,0.0028457649,0.000010395962,0.00009836715,0.028490603],"genre_scores_gemma":[0.9926473,0.000017883656,0.00005870773,0.00026491028,0.00031244504,0.00070493994,0.0000057690277,0.000025672305,0.005962378],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99738616,0.00027905568,0.0009558332,0.0004624706,0.0003982944,0.0005182184],"domain_scores_gemma":[0.9966621,0.00063235,0.0008628121,0.0009288313,0.00088717026,0.000026747572],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0024458752,0.00018779574,0.0002695816,0.00020953546,0.005472882,0.00010357004,0.0004699436,0.0000797018,0.000016797516],"category_scores_gemma":[0.0029809976,0.00013565492,0.000022031289,0.0004894969,0.00019793327,0.00033086093,0.00043289384,0.00079177064,0.000077666955],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020097092,0.00004766832,0.9635816,0.000014219773,0.000062914594,0.000008929777,0.029657835,0.0000067431197,0.000020740308,0.0018122946,0.004074071,0.0006928799],"study_design_scores_gemma":[0.002488649,0.000031876756,0.9814137,0.00028766738,0.00001320593,3.7988318e-7,0.012479515,0.00007006251,0.000022583527,0.0008839584,0.0021505544,0.00015784321],"about_ca_topic_score_codex":0.0025135693,"about_ca_topic_score_gemma":0.019692658,"teacher_disagreement_score":0.030234277,"about_ca_system_score_codex":0.00056392106,"about_ca_system_score_gemma":0.00021335494,"threshold_uncertainty_score":0.9981954},"labels":[],"label_agreement":null},{"id":"W2727192481","doi":"10.1093/geroni/igx004.3825","title":"PRELIMINARY REPORT OF UNMET NEEDS IN COMMUNITY-DWELLING OLDER PERSONS IN QUEBEC, CANADA","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging, Elder Care, and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ministère de la Santé et des Services Sociaux (Québec); Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke","funders":"","keywords":"Activities of daily living; Population; Gerontology; Medicine; Descriptive statistics; Independent living; Psychology; Psychiatry; Environmental health","score_opus":0.05858966807124618,"score_gpt":0.3926329071409844,"score_spread":0.33404323906973826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2727192481","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98496854,0.000064155574,0.00012637554,0.0021984058,0.00051501783,0.00031925915,0.0000035307612,0.000017658982,0.0117870765],"genre_scores_gemma":[0.99667853,0.000006983819,0.000107911204,0.00082733866,0.000083442515,0.000042744723,0.0000405767,0.000017152604,0.002195326],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997935,0.00040084685,0.0010013973,0.00012839126,0.00021489897,0.0003194694],"domain_scores_gemma":[0.9982277,0.00035670615,0.00071299734,0.00047787398,0.00020221507,0.000022471017],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020359203,0.00011094501,0.000293544,0.00060273753,0.0007030067,0.000017078268,0.00028034943,0.00013662085,0.000033399883],"category_scores_gemma":[0.0008160299,0.0001272716,0.000016467959,0.00079067907,0.00006681572,0.00026707092,0.00013561003,0.0011783775,0.000001133326],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008385964,0.000032786396,0.83216184,0.00018039477,0.0000044363846,0.00006718036,0.16493851,0.000054938384,0.00006726626,0.00097101735,0.00086053764,0.00065272645],"study_design_scores_gemma":[0.0005978311,0.0000070912356,0.7290794,0.0014636704,0.0000033102424,0.0000010356567,0.2663193,0.00019435774,0.000097165095,0.0005914643,0.0014984809,0.00014689435],"about_ca_topic_score_codex":0.98207295,"about_ca_topic_score_gemma":0.9872399,"teacher_disagreement_score":0.10308242,"about_ca_system_score_codex":0.00056825613,"about_ca_system_score_gemma":0.00095767743,"threshold_uncertainty_score":0.540703},"labels":[],"label_agreement":null},{"id":"W2727201256","doi":"10.1093/geroni/igx004.4266","title":"BRINGING SEXY BACK: EXPLORING INTIMACY AND SEXUALITY AMONG OLDER RESIDENTS IN LONG-TERM CARE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging, Elder Care, and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Human sexuality; Thematic analysis; Psychology; Context (archaeology); Qualitative research; Biopsychosocial model; Reproductive health; Gerontology; Developmental psychology; Medicine; Gender studies; Sociology; Population; Psychotherapist; Demography","score_opus":0.09917408262181553,"score_gpt":0.4368926081472799,"score_spread":0.3377185255254644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2727201256","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99293673,0.00014279681,0.0002997985,0.0003024751,0.0007626584,0.000453121,0.0000022075492,0.000064142194,0.0050360826],"genre_scores_gemma":[0.9984866,0.000047243117,0.0001217606,0.00037126776,0.0003361102,0.00008601442,0.000024642482,0.00003024186,0.00049611187],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979923,0.00018555367,0.0007615124,0.0003698906,0.00022345879,0.0004672998],"domain_scores_gemma":[0.9987567,0.00012056744,0.00045621354,0.00039136453,0.00023229833,0.000042855736],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010450179,0.0001641953,0.00028286167,0.00045322566,0.0011346682,0.00012317717,0.00023061741,0.00013367775,0.000060732535],"category_scores_gemma":[0.00039801223,0.0001891216,0.000017515573,0.00039036627,0.00009242583,0.001109345,0.00032875224,0.000697782,0.00001705882],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000039937677,0.000008978574,0.8698478,0.00046258295,0.000005353388,0.000018639907,0.12336852,0.0000030109948,0.000061155755,0.00032736035,0.00003504276,0.0058576153],"study_design_scores_gemma":[0.0008156883,0.000003726358,0.9574608,0.0020502256,0.0000035998237,2.7831086e-7,0.0389529,0.000043306904,0.00010641196,0.00034244554,0.00003639665,0.00018423161],"about_ca_topic_score_codex":0.0069853286,"about_ca_topic_score_gemma":0.0052943714,"teacher_disagreement_score":0.087613046,"about_ca_system_score_codex":0.00029888874,"about_ca_system_score_gemma":0.00008379715,"threshold_uncertainty_score":0.99962723},"labels":[],"label_agreement":null},{"id":"W2727202801","doi":"10.1093/geroni/igx004.1119","title":"MOVE (MOBILIZATION OF VULNERABLE ELDERS) AB INITIATIVE FOR INPATIENTS IN ALBERTA COMMUNITY HOSPITALS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; St. Michael's Hospital; University of Calgary","funders":"","keywords":"Psychological intervention; Intervention (counseling); Coaching; Medicine; Community mobilization; Audit; Nursing; Physical therapy; Family medicine; Psychology; Political science; Business","score_opus":0.051890637603609284,"score_gpt":0.34755466342020086,"score_spread":0.29566402581659157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2727202801","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9904716,0.000009217634,0.0018675928,0.0015678244,0.00018135173,0.0007802658,0.00001083505,0.000011615835,0.0050996873],"genre_scores_gemma":[0.998118,0.000005342124,0.00094105786,0.0004112498,0.000025341442,0.00009652425,0.00016132127,0.00001633352,0.00022483898],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99885225,0.000085479645,0.0006044958,0.00013629768,0.00015862579,0.0001628204],"domain_scores_gemma":[0.9982277,0.00036993768,0.00046041695,0.0004561617,0.00046974194,0.000016042346],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008454205,0.000101611564,0.00024072724,0.0004302459,0.00017114096,0.00002504276,0.00016132144,0.000080083584,0.000016236925],"category_scores_gemma":[0.004809946,0.00011003527,0.000020468497,0.0004777599,0.0000794182,0.00042385748,0.00006540033,0.00033746604,0.0000021607425],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009031875,0.0003196194,0.9691828,0.00033999712,0.00002209912,0.0000016655846,0.01243435,0.00022436402,0.0035012641,0.003378861,0.00039280337,0.010111868],"study_design_scores_gemma":[0.005779705,0.0002484787,0.94901377,0.0014363048,0.000011335057,0.0000015904602,0.0026030412,0.003317796,0.030637268,0.0065748966,0.000197574,0.00017825597],"about_ca_topic_score_codex":0.003429153,"about_ca_topic_score_gemma":0.0011011527,"teacher_disagreement_score":0.027136005,"about_ca_system_score_codex":0.00013707692,"about_ca_system_score_gemma":0.000076600096,"threshold_uncertainty_score":0.57583016},"labels":[],"label_agreement":null},{"id":"W2727225549","doi":"10.1093/geroni/igx004.2646","title":"CANADIAN GAIT AND BRAIN STUDY: COGNITION, GAIT AND THE RISK OF FALLING","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University","funders":"","keywords":"Gait; Physical medicine and rehabilitation; Falling (accident); Cognition; Cognitive impairment; Fear of falling; Balance (ability); Life expectancy; Falls in older adults; Fall prevention; Psychology; Psychological intervention; Cognitive decline; Medicine; Disease; Gerontology; Dementia; Poison control; Injury prevention; Psychiatry; Medical emergency; Population","score_opus":0.03452047071177096,"score_gpt":0.361695870663923,"score_spread":0.32717539995215206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2727225549","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99097544,0.00006523558,0.00018093559,0.0038714146,0.00018227562,0.00062212883,0.000014935039,0.000011510815,0.004076102],"genre_scores_gemma":[0.9987375,0.00006330104,0.00009116015,0.00069106324,0.00008635556,0.00005242951,0.000013316299,0.000008211165,0.00025663385],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99884486,0.00027988874,0.00045478265,0.00014486685,0.000095733194,0.00017989251],"domain_scores_gemma":[0.9988216,0.0002767994,0.00047056933,0.00019988349,0.0002028374,0.000028312215],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027422805,0.00006981185,0.000148556,0.00020770435,0.0011042724,0.000033678916,0.00009577496,0.00006394796,0.000007021444],"category_scores_gemma":[0.0007919483,0.000056676916,0.00000919993,0.00019752797,0.00009527849,0.00017073628,0.000052750183,0.00033350583,0.0000037343802],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019035591,0.000027045382,0.9794871,0.00006111167,0.000020063171,0.0000011796297,0.007058769,5.037623e-7,0.00026514052,0.0070839613,0.0003219413,0.005654119],"study_design_scores_gemma":[0.0025291222,0.00001058369,0.9791354,0.00024380095,0.000015066971,4.6675504e-7,0.0049639274,0.00042578817,0.0000019735899,0.012126166,0.00048629564,0.00006139665],"about_ca_topic_score_codex":0.08041444,"about_ca_topic_score_gemma":0.15497616,"teacher_disagreement_score":0.07456172,"about_ca_system_score_codex":0.000042771397,"about_ca_system_score_gemma":0.00010932934,"threshold_uncertainty_score":0.9257092},"labels":[],"label_agreement":null},{"id":"W2727245750","doi":"10.1093/geroni/igx004.3745","title":"SENSORY AND COGNITIVE FUNCTION IN DEMENTIA: IMPLICATIONS FOR ASSESSMENT AND QUALITY OF LIFE (QOL)","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Resilience and Mental Health","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal; University of Toronto; University of British Columbia, Okanagan Campus; Kelowna General Hospital; University of British Columbia; Wilfrid Laurier University; Concordia University","funders":"","keywords":"Loneliness; Dementia; Social isolation; Cognition; Gerontology; Quality of life (healthcare); Sensory loss; Psychology; Incidence (geometry); Medicine; Clinical psychology; Psychiatry; Internal medicine; Nursing; Neuroscience; Disease","score_opus":0.1818964480710041,"score_gpt":0.5190202903819684,"score_spread":0.33712384231096426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2727245750","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99029505,0.00008985435,0.0060898103,0.00083893747,0.00010171173,0.0003147247,0.000011458617,0.000004162955,0.0022543147],"genre_scores_gemma":[0.99926454,0.00001168041,0.00025880276,0.00029474957,0.0000179098,0.00009144017,0.000013740835,0.0000030721358,0.0000440421],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993755,0.000038591406,0.00032411833,0.00013721289,0.00003712537,0.00008742252],"domain_scores_gemma":[0.9994687,0.00010397702,0.00023960491,0.00010046249,0.000074455544,0.000012800307],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006690286,0.000038289683,0.00008826289,0.00014251533,0.00009943482,0.000015301965,0.000027804927,0.00003139333,0.0000062391996],"category_scores_gemma":[0.0000795548,0.000041172232,0.000004819852,0.00010516276,0.000053037995,0.00012661329,0.000018322593,0.00005796323,3.5454147e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035224544,0.000040700575,0.8922458,0.00004258584,0.000009215221,5.1626053e-8,0.00046484583,4.2885048e-7,0.0020834925,0.055929374,0.0000122834645,0.04913595],"study_design_scores_gemma":[0.0010048463,0.000033730732,0.9941688,0.00003709402,0.0000048518523,3.991677e-7,0.0016908192,0.000027409322,0.00008512166,0.0028661164,0.0000436509,0.00003711601],"about_ca_topic_score_codex":0.00040255694,"about_ca_topic_score_gemma":0.00020288918,"teacher_disagreement_score":0.101923,"about_ca_system_score_codex":0.000018978775,"about_ca_system_score_gemma":0.00003145344,"threshold_uncertainty_score":0.1678955},"labels":[],"label_agreement":null},{"id":"W2727257174","doi":"10.1093/geroni/igx004.4254","title":"CITY LIVABILITY AND THE WELL-BEING OF OLDER AMERICANS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Happiness; Mental health; Quality of life (healthcare); Psychology; Metropolitan area; Well-being; Gerontology; General Social Survey; Social connectedness; Geography; Social psychology; Medicine","score_opus":0.02498308043111314,"score_gpt":0.3307917939643441,"score_spread":0.30580871353323097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2727257174","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9696919,0.00002681222,0.0008563233,0.0048781885,0.00011312132,0.00011738553,3.1283162e-7,0.000012040465,0.02430395],"genre_scores_gemma":[0.9992488,0.000047953614,0.00019854312,0.00013187731,0.000095732095,0.0000075823245,5.505929e-7,0.0000020022273,0.0002669581],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99938047,0.00007409615,0.00020927725,0.00009818145,0.00014189408,0.00009610841],"domain_scores_gemma":[0.9993325,0.00012915701,0.00024348802,0.00015205226,0.00013539291,0.0000074029394],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015857745,0.00004090282,0.00009900264,0.000062200525,0.00082302635,0.00006904741,0.00012905768,0.000018381543,0.000020555552],"category_scores_gemma":[0.00078109064,0.000031375046,0.000012076126,0.00025939464,0.0007183135,0.00017709228,0.000044681703,0.00006904803,5.981356e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000025841716,0.0000069374046,0.6200263,0.0000059442627,0.000004282166,1.3571248e-7,0.2802094,0.0000015547442,0.0000070336496,0.09744269,0.00012319443,0.0021699914],"study_design_scores_gemma":[0.00028463828,0.0000018366133,0.95962995,0.000024308165,0.0000031724642,6.010773e-8,0.0033518367,0.000097122254,0.00007065934,0.034771793,0.0017200734,0.00004457697],"about_ca_topic_score_codex":0.04035637,"about_ca_topic_score_gemma":0.008886222,"teacher_disagreement_score":0.33960366,"about_ca_system_score_codex":0.000020308236,"about_ca_system_score_gemma":0.000034959834,"threshold_uncertainty_score":0.966034},"labels":[],"label_agreement":null},{"id":"W2727273633","doi":"10.1093/geroni/igx004.1431","title":"RELEVANCE OF INTERSECTIONAL APPROACH TO UNDERSTAND AGING AMONG ELDERLY IMMIGRANT WOMEN","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging, Elder Care, and Social Issues","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Immigration; Gender studies; Ethnic group; Life course approach; Marital status; Relevance (law); Identity (music); Focus group; Psychology; Gerontology; Sociology; Social psychology; Political science; Demography; Medicine; Population","score_opus":0.06134574600594076,"score_gpt":0.3833237613907731,"score_spread":0.32197801538483234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2727273633","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9532407,0.000022614091,0.017387811,0.00055854453,0.0006523073,0.0003666473,0.00000461228,0.00005068931,0.027716063],"genre_scores_gemma":[0.997054,0.000006813224,0.00071836304,0.00068440597,0.0002501426,0.000072016715,0.000009623888,0.000020908656,0.0011837452],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.998286,0.000107245076,0.0006902133,0.00026588936,0.0002583611,0.0003922749],"domain_scores_gemma":[0.9985966,0.00014007145,0.00056123344,0.00032733794,0.000330244,0.00004452514],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001214669,0.00012374026,0.0002593855,0.0004005201,0.00089630805,0.00003828371,0.00026203255,0.000107087086,0.000035189194],"category_scores_gemma":[0.000515816,0.00013034944,0.00002676441,0.000502757,0.00011220999,0.00036651472,0.0001164755,0.00046952485,0.000009479503],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003923934,0.000058133144,0.4766739,0.00033484004,0.00003608163,0.00000310231,0.48848236,0.000097987824,0.00092658325,0.027634138,0.0007656218,0.0049480074],"study_design_scores_gemma":[0.0013779845,0.00005895312,0.3915407,0.0013287535,0.000007295218,7.0411056e-7,0.58829695,0.00048138402,0.00031634094,0.0142256105,0.0019966648,0.00036866547],"about_ca_topic_score_codex":0.0023255975,"about_ca_topic_score_gemma":0.0006285292,"teacher_disagreement_score":0.09981456,"about_ca_system_score_codex":0.0004368883,"about_ca_system_score_gemma":0.000116265306,"threshold_uncertainty_score":0.6893767},"labels":[],"label_agreement":null},{"id":"W2727322586","doi":"10.1093/geroni/igx004.2170","title":"COMPARING SUBJECTS EWGSOP SARCOPENIC STATUS AND THEIR CLINICAL FRAILTY SCALE LEVEL","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Sarcopenia; Medicine; Sarcopenic obesity; Grip strength; Muscle mass; Lean body mass; Muscle strength; Physical medicine and rehabilitation; Physical therapy; Preferred walking speed; Gait; Gerontology; Internal medicine; Body weight","score_opus":0.31214262135037524,"score_gpt":0.45916439283023547,"score_spread":0.14702177147986023,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2727322586","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98709846,0.00016931353,0.0007559156,0.0047098333,0.00038241083,0.00026311277,0.0000035604091,0.000051577255,0.0065658274],"genre_scores_gemma":[0.9945042,0.00011700221,0.0026174472,0.002267642,0.00023503661,0.0000119009865,0.00002120246,0.000016259462,0.00020930317],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998544,0.00004781878,0.0007101702,0.0002646366,0.00013360914,0.00029979012],"domain_scores_gemma":[0.99899423,0.000106114516,0.00028356398,0.00035826486,0.00016760327,0.00009022037],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012784366,0.00011278083,0.00033681866,0.00029023446,0.0003300293,0.000100861456,0.00009544868,0.00007899143,0.000035592293],"category_scores_gemma":[0.0004229834,0.00010361466,0.00002492812,0.00026007442,0.0001347174,0.00022347644,0.000101325764,0.0004678826,0.000014984769],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045409226,0.000057232322,0.96878463,0.00012980733,0.0000070797673,0.000005380988,0.00046812606,6.789506e-7,0.000895006,0.0012977707,0.00030365484,0.028005239],"study_design_scores_gemma":[0.0028177407,0.000031385513,0.98622906,0.0006038735,0.0000044642015,0.000013806199,0.00032259556,0.0011092254,0.0010076358,0.0012777935,0.0064755217,0.000106891595],"about_ca_topic_score_codex":0.00019960047,"about_ca_topic_score_gemma":0.00015997246,"teacher_disagreement_score":0.027898347,"about_ca_system_score_codex":0.00007961575,"about_ca_system_score_gemma":0.00011770206,"threshold_uncertainty_score":0.4225283},"labels":[],"label_agreement":null},{"id":"W2727392381","doi":"10.1093/geroni/igx004.2505","title":"TRANSITIONAL CARE EFFECTIVENESS FOR CHRONICALLY ILL OLDER ADULTS: SYSTEMATIC REVIEW AND META-ANALYSIS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Medicine; PsycINFO; Psychological intervention; Transitional care; Meta-analysis; MEDLINE; Randomized controlled trial; Data extraction; Health care; Population; Quality of life (healthcare); Relative risk; Systematic review; Emergency medicine; Intensive care medicine; Nursing; Confidence interval; Internal medicine","score_opus":0.05036533947690926,"score_gpt":0.37347483922875413,"score_spread":0.3231094997518449,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2727392381","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24545832,0.42892355,0.15984623,0.081210785,0.00052538904,0.0654816,0.00078233273,0.0006186402,0.017153159],"genre_scores_gemma":[0.9972716,0.00009612124,0.00027251276,0.0011919194,0.000018431601,0.0008940196,0.00018012818,0.000010589786,0.00006467647],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9989323,0.000049910446,0.00047231858,0.00025144214,0.00017697448,0.00011706279],"domain_scores_gemma":[0.9987882,0.00009586094,0.00025010505,0.00038385505,0.00046224458,0.000019737987],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00065334723,0.00011952175,0.0009026798,0.00025610553,0.00011389819,0.00006956353,0.000086137356,0.000028268181,0.00009155696],"category_scores_gemma":[0.000345788,0.00009502234,0.00020012412,0.00037920353,0.000046635025,0.00017937194,0.000023301229,0.000063470026,0.0000015542043],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003907119,0.00006396895,0.0009507839,0.9587569,0.028032439,0.000012053198,0.00037968744,0.000046722937,0.000013351077,0.011512502,0.00006487617,0.00012760368],"study_design_scores_gemma":[0.005538842,0.000078900484,0.11049289,0.041141458,0.8390841,0.000008434972,0.0013616938,0.0010542426,0.000061527884,0.00065453694,0.00006965745,0.00045372016],"about_ca_topic_score_codex":0.000023196291,"about_ca_topic_score_gemma":0.000021872087,"teacher_disagreement_score":0.9176155,"about_ca_system_score_codex":0.00011049041,"about_ca_system_score_gemma":0.000056286925,"threshold_uncertainty_score":0.38748986},"labels":[],"label_agreement":null},{"id":"W2727392740","doi":"10.1093/geroni/igx004.838","title":"THE EFFECTS OF PHYSICAL TRAINING CESSATION ON EXECUTIVE FUNCTIONS IN OLDER ADULTS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Cognitive and developmental aspects of mathematical skills","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Concordia University; Bishop's University; Institut Universitaire de Gériatrie de Montréal","funders":"","keywords":"Working memory; Intervention (counseling); Physical therapy; Medicine; Executive functions; Repeated measures design; Analysis of variance; Aerobic exercise; Psychology; Physical medicine and rehabilitation; Cognition; Internal medicine; Statistics; Mathematics; Psychiatry","score_opus":0.02993191801953296,"score_gpt":0.32250759698251275,"score_spread":0.29257567896297976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2727392740","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98407805,0.000003494139,0.0012231246,0.0003632769,0.00012039093,0.00030898425,0.0000010160722,0.000014735604,0.01388692],"genre_scores_gemma":[0.9994668,0.0000010442143,0.0002328834,0.000042261083,0.000041038296,0.000056724537,0.0000027554652,0.000008119538,0.00014841605],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9992308,0.000030328654,0.000318701,0.000111577596,0.00017632806,0.00013228522],"domain_scores_gemma":[0.9977677,0.0017064117,0.0002471046,0.00016304266,0.00010634755,0.000009409505],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037513234,0.00008347103,0.00014141726,0.00015043425,0.00017584527,0.0000419338,0.00011372618,0.000027654405,0.000004163205],"category_scores_gemma":[0.0035635747,0.000061746745,0.000021307274,0.00028018656,0.000063784384,0.00015249714,0.000042617543,0.00014355846,0.000006071962],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001232218,0.0009171435,0.009683291,0.0005354787,0.000040280465,0.000014783963,0.05665199,0.0000051235475,0.002380155,0.7162618,0.00042207257,0.21296465],"study_design_scores_gemma":[0.0027495434,0.00012232526,0.28167468,0.0047718147,0.000010083752,0.0000016617461,0.007873887,0.0007612697,0.025377287,0.6763626,0.00004289119,0.00025199133],"about_ca_topic_score_codex":0.0000134267175,"about_ca_topic_score_gemma":0.00003461935,"teacher_disagreement_score":0.27199137,"about_ca_system_score_codex":0.000051733055,"about_ca_system_score_gemma":0.000020135092,"threshold_uncertainty_score":0.4266189},"labels":[],"label_agreement":null},{"id":"W2727399810","doi":"10.1093/geroni/igx004.1235","title":"MULTIMORBIDITY, HEALTH, AND AGING IN CANADA AND AUSTRALIA: A TALE OF TWO COUNTRIES","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Loneliness; Medicine; Marital status; Gerontology; Quality of life (healthcare); Public health; Multimorbidity; Logistic regression; Population; Demography; Life satisfaction; Self-rated health; Health care; Psychology; Environmental health; Psychiatry","score_opus":0.0700935584501558,"score_gpt":0.384430871668959,"score_spread":0.3143373132188032,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2727399810","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99553025,0.00013166816,0.000020668493,0.0035514012,0.0000766003,0.00017211451,0.0000045461898,0.0000057215634,0.0005070099],"genre_scores_gemma":[0.9993433,0.000046635774,0.00015004809,0.0003181409,0.000022849903,0.0000058186374,0.000011432453,0.00000455081,0.000097231394],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993233,0.000009918245,0.0002861191,0.00012364305,0.00012662049,0.00013041159],"domain_scores_gemma":[0.9995841,0.00002183885,0.00017779502,0.00014695944,0.00004395524,0.000025384097],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024810765,0.00006183185,0.00015375207,0.00018725943,0.00005671059,0.00003730247,0.00004115301,0.000010374288,0.00001683398],"category_scores_gemma":[0.00007861906,0.00006630595,0.0000035090577,0.00014659048,0.0000762835,0.0001633928,0.000059183778,0.00008378574,1.9795647e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008532716,0.000009855256,0.99167097,0.00051840936,0.000007090793,0.000029743653,0.00037033294,0.000021561566,0.00007234455,0.0050068228,0.00025296732,0.002031398],"study_design_scores_gemma":[0.0019406214,0.0000120062305,0.9946302,0.000604933,0.000004561509,0.0000045226393,0.0009810303,0.00062053464,0.00014305649,0.00049060467,0.0005029101,0.00006502609],"about_ca_topic_score_codex":0.85558975,"about_ca_topic_score_gemma":0.7907463,"teacher_disagreement_score":0.06484346,"about_ca_system_score_codex":0.00022939502,"about_ca_system_score_gemma":0.00053017185,"threshold_uncertainty_score":0.2703878},"labels":[],"label_agreement":null},{"id":"W2727405293","doi":"10.1093/geroni/igx004.1301","title":"MANAGING MOBILITY IN VULNERABLE SENIORS (MMOVES) WITH AN INDIVIDUALIZED, HOME-EXERCISE PROGRAM","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Gee; Physical therapy; Medicine; Intervention (counseling); Randomized controlled trial; Odds; Rehabilitation; Dash; Physical medicine and rehabilitation; Gerontology; Generalized estimating equation; Nursing","score_opus":0.021227265498951865,"score_gpt":0.33284928592274204,"score_spread":0.31162202042379017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2727405293","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99189657,0.00003519719,0.00018816837,0.0013644365,0.00018272847,0.0008948919,0.0000020938035,0.00009736885,0.0053385245],"genre_scores_gemma":[0.99013186,0.00001676357,0.00913734,0.00019389918,0.000056862576,0.00017184607,0.000038348495,0.00002104526,0.00023202704],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99856347,0.000060509534,0.00048613036,0.00034504305,0.0002772255,0.00026763932],"domain_scores_gemma":[0.9989487,0.000060920633,0.00022556582,0.00054868293,0.00016899653,0.000047151672],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012387396,0.00014175895,0.0002888726,0.0007969831,0.00018241955,0.00013687006,0.00013460322,0.00007838594,0.00004132898],"category_scores_gemma":[0.00026903482,0.000121406054,0.000026398142,0.0008334578,0.00012054188,0.00049023464,0.00004145949,0.0003882074,0.0000057324783],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015762633,0.0003062151,0.86523086,0.00016919758,0.000009422256,0.000025108475,0.0013909796,0.00014012026,0.00021840722,0.00072489463,0.00001844534,0.13160872],"study_design_scores_gemma":[0.003211055,0.00017507898,0.9883579,0.00077607896,0.000011420767,0.000011296419,0.0020210668,0.002114683,0.00054131134,0.0019479534,0.0006521752,0.00017995137],"about_ca_topic_score_codex":0.0003375692,"about_ca_topic_score_gemma":0.00011610365,"teacher_disagreement_score":0.13142878,"about_ca_system_score_codex":0.0001455904,"about_ca_system_score_gemma":0.00009636465,"threshold_uncertainty_score":0.49507952},"labels":[],"label_agreement":null},{"id":"W2727428972","doi":"10.1093/geroni/igx004.302","title":"SUPPORTING OPTIMAL AGING OF OLDER PERSONS WITH MULTIPLE CHRONIC CONDITIONS AND THEIR FAMILIES","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Conestoga College; McMaster University","funders":"","keywords":"Gerontology; Psychological intervention; Dementia; Medicine; Randomized controlled trial; Intervention (counseling); Health care; Family caregivers; Aging in place; Health promotion; Family medicine; Nursing; Public health; Disease","score_opus":0.02873548533301288,"score_gpt":0.33732114261544927,"score_spread":0.30858565728243637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2727428972","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9913804,0.00007527255,0.00187801,0.0011900574,0.000046443052,0.0002725842,0.000011070102,0.000038629205,0.005107519],"genre_scores_gemma":[0.9990725,0.000009730443,0.00046434268,0.000078998804,0.000054125336,0.000024193916,0.000054187316,0.000013325296,0.00022862382],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992573,0.000008249475,0.00027415523,0.00017327222,0.000105949315,0.00018105353],"domain_scores_gemma":[0.9993294,0.00003684887,0.00027056225,0.0002530246,0.00009087506,0.00001929738],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020835258,0.000100821635,0.0001623325,0.0003052745,0.0001840786,0.000064904896,0.00006837352,0.00002154869,0.0000546009],"category_scores_gemma":[0.00010292369,0.00008570745,0.00001586591,0.00021294286,0.00019970295,0.00030297693,0.0000633828,0.000108655266,8.734865e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003260382,0.00010144817,0.96252674,0.00093291095,0.0001350205,0.000042872467,0.0057851626,0.0005639403,0.0128456615,0.008922449,0.00040583216,0.0077053867],"study_design_scores_gemma":[0.0036174902,0.000071171555,0.9589149,0.0012964918,0.000044682154,0.000016979004,0.01866589,0.012412034,0.0041427924,0.00016855141,0.00047051406,0.0001785536],"about_ca_topic_score_codex":0.00013308061,"about_ca_topic_score_gemma":0.00006930896,"teacher_disagreement_score":0.012880727,"about_ca_system_score_codex":0.00007320601,"about_ca_system_score_gemma":0.00012279357,"threshold_uncertainty_score":0.34950483},"labels":[],"label_agreement":null},{"id":"W2727436151","doi":"10.1093/geroni/igx004.3665","title":"CAN WE SEE GAIT AND COGNITION RELATIONSHIP AS AN EMERGING GERIATRIC SYNDROME? A ROUNDTABLE DEBATE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Diet and metabolism studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Cognition; Gait; Construct (python library); Psychology; Disease; Physical medicine and rehabilitation; Cognitive psychology; Medicine; Neuroscience; Computer science; Pathology","score_opus":0.057118963084203715,"score_gpt":0.3356680653837125,"score_spread":0.2785491022995088,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2727436151","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98340523,0.0002502662,0.00020487815,0.006272541,0.0002926194,0.00020859872,0.0000023801372,0.000049358787,0.009314101],"genre_scores_gemma":[0.996361,0.000109910914,0.000555337,0.00022486674,0.00011768663,0.00003183098,0.00003695316,0.000015339643,0.0025470725],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99913394,0.0000222483,0.00030910785,0.00020293234,0.00014792183,0.00018382362],"domain_scores_gemma":[0.99935204,0.000029057115,0.00020004359,0.00020784793,0.00017663499,0.000034369823],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046371753,0.00010360666,0.00018949254,0.00048298994,0.0004227032,0.00017641559,0.000050752828,0.000048901424,0.000018638151],"category_scores_gemma":[0.0004997801,0.000104766834,0.000013075607,0.0004917017,0.000037939102,0.0007490106,0.000044600485,0.00016369134,0.00000943978],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005577749,0.00010178004,0.9199886,0.00024785506,0.00006618879,0.000096986696,0.004972686,0.000009764498,0.0036024826,0.042406358,0.00023712916,0.028214427],"study_design_scores_gemma":[0.0012283331,0.000035930247,0.97954595,0.00023922425,0.000058007023,0.0000590056,0.0009787618,0.000097593875,0.00016868545,0.01633918,0.001118296,0.00013105304],"about_ca_topic_score_codex":0.00038925454,"about_ca_topic_score_gemma":0.00012279401,"teacher_disagreement_score":0.059557363,"about_ca_system_score_codex":0.000053044656,"about_ca_system_score_gemma":0.00005271557,"threshold_uncertainty_score":0.42722675},"labels":[],"label_agreement":null},{"id":"W2727463639","doi":"10.1093/geroni/igx004.1585","title":"IMPACT ON CARDIORESPIRATORY OUTCOMES OF HIGH VS. STANDARD DOSE INFLUENZA VACCINE IN U.S. NURSING HOMES","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Cardiorespiratory fitness; Poisson regression; Heart failure; Internal medicine; Myocardial infarction; Atrial fibrillation; Emergency medicine; COPD; Pediatrics","score_opus":0.028110157375220022,"score_gpt":0.377830063877255,"score_spread":0.34971990650203494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2727463639","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99535954,0.00006797736,0.000062002815,0.0024986668,0.00031030062,0.00032199593,0.000016783548,0.00003614333,0.0013265884],"genre_scores_gemma":[0.9988354,0.000005815234,0.00033541064,0.0006484977,0.00008434015,0.0000122217925,0.000012963656,0.000026386788,0.000038996914],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99831057,0.000036675523,0.0007516503,0.0002444743,0.00039774086,0.00025888186],"domain_scores_gemma":[0.9985181,0.00009100085,0.00039914445,0.000679733,0.000276138,0.00003590152],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006576994,0.00018438515,0.0005775264,0.001071084,0.0000669729,0.000041141255,0.00016577134,0.00009357282,0.000033474662],"category_scores_gemma":[0.0010441168,0.00015725853,0.000055464076,0.0006025976,0.00006734973,0.00029000134,0.000037784932,0.00033017297,0.000005606401],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044314563,0.00008646892,0.9561719,0.000058265963,0.000033844735,0.00003310768,0.00075924606,0.0002977326,0.0012649042,0.000827337,0.0003689702,0.039655127],"study_design_scores_gemma":[0.0059777913,0.00020650665,0.98773813,0.0014557348,0.000012760946,0.0000044989247,0.000088999324,0.00004189189,0.0034832156,0.0006810991,0.00017528753,0.00013407957],"about_ca_topic_score_codex":0.00043662117,"about_ca_topic_score_gemma":0.000032737804,"teacher_disagreement_score":0.039521046,"about_ca_system_score_codex":0.0005148755,"about_ca_system_score_gemma":0.00014949152,"threshold_uncertainty_score":0.64128166},"labels":[],"label_agreement":null},{"id":"W2727467999","doi":"10.1093/geroni/igx004.4899","title":"AGEING: A METHOD OF INQUIRY (TIME, TEMPORALITY AND MEDIA)","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Concordia University","funders":"","keywords":"Temporality; Conversation; Sociology; Social media; Process (computing); Mobile phone; Function (biology); Computer science; Epistemology; World Wide Web; Communication; Telecommunications; Philosophy","score_opus":0.08064378564663666,"score_gpt":0.40381529670109645,"score_spread":0.3231715110544598,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2727467999","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98691803,0.000014171653,0.0016236544,0.006241858,0.00017786433,0.00010634458,0.0000011745744,0.00006606882,0.004850819],"genre_scores_gemma":[0.9885391,0.0000045904,0.011233359,0.00008164614,0.000055543693,0.0000055709406,0.0000014470486,0.000004123813,0.00007464801],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992063,0.00008796524,0.00027480812,0.00014578442,0.00015759653,0.00012751688],"domain_scores_gemma":[0.99917954,0.00013049915,0.00031190217,0.0002305777,0.00013424501,0.0000132190835],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002313547,0.000048298938,0.000120136974,0.00027085058,0.00025880436,0.000044607237,0.00023942608,0.000093500494,0.000014691144],"category_scores_gemma":[0.0028862206,0.000053313757,0.000008241879,0.00044544964,0.00044692832,0.00032579977,0.0000944605,0.00012387842,0.0000022895586],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006808895,0.00003667804,0.59142977,0.0000328962,0.000012129085,0.000013928628,0.06726943,0.0000018954213,0.012165774,0.20804419,0.0004503445,0.12053616],"study_design_scores_gemma":[0.0005586983,0.000007907159,0.89705855,0.00013924949,0.000004361526,0.0000012424631,0.006602615,0.00009091909,0.0076838885,0.08456861,0.0031314073,0.0001525339],"about_ca_topic_score_codex":0.002041433,"about_ca_topic_score_gemma":0.00078999606,"teacher_disagreement_score":0.3056288,"about_ca_system_score_codex":0.000031166004,"about_ca_system_score_gemma":0.000058747857,"threshold_uncertainty_score":0.34552842},"labels":[],"label_agreement":null},{"id":"W2727520109","doi":"10.1093/geroni/igx004.4493","title":"AGING AND TECHNOLOGY—TURNING RESEARCH INTO REAL-WORLD IMPACT","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Independence (probability theory); Key (lock); Investment (military); Private sector; Business; Marketing; Public relations; Economic growth; Political science; Economics; Computer science; Computer security","score_opus":0.0697138022247327,"score_gpt":0.38253833990567937,"score_spread":0.31282453768094665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2727520109","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94940776,0.000028334865,0.00026365757,0.008950679,0.00020850461,0.00020801605,1.9569892e-7,0.00017848516,0.040754355],"genre_scores_gemma":[0.99752885,0.00001088452,0.0014865847,0.000271346,0.0002944215,0.000052591808,0.000010363551,0.000020842072,0.00032412077],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985721,0.00001583108,0.0004314067,0.00033797004,0.00023786444,0.00040484397],"domain_scores_gemma":[0.99855,0.000047888938,0.00037157116,0.00036977645,0.00065685436,0.00000392649],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0037137615,0.0001482521,0.00019164628,0.0039307014,0.001603686,0.0004985615,0.00046689605,0.00015350776,0.000023829694],"category_scores_gemma":[0.0012364225,0.00014820554,0.000013037259,0.004536703,0.000524455,0.0011806035,0.0008274777,0.0007955347,0.000027433898],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000033323718,0.000010762083,0.5260571,0.000034853394,0.0000100683355,0.000008657874,0.00021917938,0.0000015036987,0.001081374,0.44690531,0.0002404026,0.025427429],"study_design_scores_gemma":[0.00052655756,0.0000053413573,0.5994565,0.00028641592,0.0000037646912,0.0000014575445,0.0016384687,0.00068997045,0.0015272094,0.38618842,0.009370294,0.00030560436],"about_ca_topic_score_codex":0.0010101356,"about_ca_topic_score_gemma":0.00025307317,"teacher_disagreement_score":0.073399365,"about_ca_system_score_codex":0.00019278783,"about_ca_system_score_gemma":0.000051493487,"threshold_uncertainty_score":0.9996961},"labels":[],"label_agreement":null},{"id":"W2727521938","doi":"10.1093/geroni/igx004.1265","title":"GAMIFICATION OF DEMENTIA EDUCATION IN ACUTE CARE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health and Well-being Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Langara College; University of British Columbia; Vancouver General Hospital","funders":"","keywords":"Thematic analysis; Surprise; Dementia; Intervention (counseling); Psychology; Context (archaeology); Medical education; Nursing; Focus group; Applied psychology; Medicine; Qualitative research; Social psychology","score_opus":0.033158094256662336,"score_gpt":0.4119651121166766,"score_spread":0.37880701786001425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2727521938","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9707932,0.00027940667,0.00026346065,0.0014399518,0.0007284655,0.00015304751,0.0000015360835,0.000010230273,0.02633071],"genre_scores_gemma":[0.99908715,0.000015349178,0.00030792193,0.00026742255,0.000049918162,0.000048172544,0.000023357301,0.0000053056883,0.0001953852],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992836,0.000029492725,0.00037523586,0.00012857755,0.00006341268,0.000119688506],"domain_scores_gemma":[0.99928457,0.000020323907,0.0002789996,0.00025564962,0.00015422751,0.0000062425847],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030396928,0.000047910315,0.00008536572,0.00033165532,0.000086556545,0.0000141265555,0.0001082127,0.000040004117,0.000025081366],"category_scores_gemma":[0.00009770863,0.000053780972,0.000007182805,0.00027164302,0.000028110348,0.000102072925,0.000019277622,0.000085827676,0.000016408834],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008155991,0.00004282447,0.8254838,0.000045616976,0.000011034282,7.107902e-7,0.010477105,0.0000031385737,0.0005144603,0.03510938,0.0006493247,0.12765445],"study_design_scores_gemma":[0.00030708476,0.000008484634,0.9928619,0.00007958948,0.000004159751,4.0052032e-7,0.0026440416,0.000008702051,0.00039526407,0.0009804274,0.0026612862,0.000048652764],"about_ca_topic_score_codex":0.00085231307,"about_ca_topic_score_gemma":0.00015495226,"teacher_disagreement_score":0.16737811,"about_ca_system_score_codex":0.000050476654,"about_ca_system_score_gemma":0.00009274005,"threshold_uncertainty_score":0.21931244},"labels":[],"label_agreement":null},{"id":"W2727542122","doi":"10.1093/geroni/igx004.4943","title":"ACEING THE CARE OF OLDER ADULTS IN HOSPITALS THROUGH INNOVATIVE MODELS OF ACUTE CARE FOR ELDERS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Psychological intervention; Acute care; Medicine; Intervention (counseling); Nursing; Emergency department; Health care; Political science","score_opus":0.03744468664290859,"score_gpt":0.40534120826813547,"score_spread":0.3678965216252269,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2727542122","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9907974,0.00028888154,0.0026159121,0.0016754738,0.00068511977,0.0012386222,0.00005173346,0.000014259209,0.002632571],"genre_scores_gemma":[0.9984625,0.000023890108,0.0010467854,0.000121400604,0.00006974849,0.00016105364,0.00006096605,0.000017227947,0.0000364253],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99850845,0.00006325878,0.00081776606,0.00019144331,0.00016331859,0.00025576458],"domain_scores_gemma":[0.9968827,0.00019348798,0.0008808555,0.0003877105,0.0016484327,0.0000068461095],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041923043,0.00011116699,0.00028821142,0.00028945968,0.00037692173,0.000010391344,0.0002613828,0.00012558013,0.0000059430204],"category_scores_gemma":[0.00022795326,0.00009128621,0.000031984797,0.0009559536,0.00008040425,0.00035516682,0.000088055065,0.0002854792,4.894891e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014471426,0.00002703858,0.12071163,0.0012629279,0.000041433672,0.000001485095,0.8339874,0.00019847455,0.00058104977,0.018278502,0.0007245323,0.024040796],"study_design_scores_gemma":[0.004743157,0.00010603783,0.25942695,0.0050596274,0.0000313219,3.0765037e-7,0.7158575,0.00033017804,0.006312258,0.007512681,0.00034199594,0.00027797266],"about_ca_topic_score_codex":0.0016006783,"about_ca_topic_score_gemma":0.0003481792,"teacher_disagreement_score":0.13871534,"about_ca_system_score_codex":0.0001453555,"about_ca_system_score_gemma":0.00020143797,"threshold_uncertainty_score":0.37225437},"labels":[],"label_agreement":null},{"id":"W2727548239","doi":"10.1093/geroni/igx004.4261","title":"THE UNBEARABLE LIGHTNESS OF BEING RETIRED: A QUALITATIVE STUDY OF RETIRED CHIEF EXECUTIVE OFFICERS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Workforce; Lightness; Psychology; Feeling; Social psychology; Perception; Thematic analysis; Qualitative research; Retirement age; Public relations; Sociology; Political science; Social science; Law","score_opus":0.20165040373119716,"score_gpt":0.47752185313609097,"score_spread":0.27587144940489383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2727548239","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96150506,0.0000140107,0.000025048783,0.0019628066,0.00028533122,0.00057261734,0.0000018145914,0.0000146699285,0.03561864],"genre_scores_gemma":[0.9993524,0.0000179539,0.000039228886,0.000017251414,0.00004263398,0.000039786533,0.0000016848362,0.000007149953,0.00048189174],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99780977,0.0004950315,0.0006947609,0.00021483324,0.00055622787,0.0002293534],"domain_scores_gemma":[0.9979957,0.00032736288,0.00077488105,0.00040797226,0.0004749612,0.00001916738],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0047546863,0.00009077301,0.00020617654,0.0001326305,0.0010370278,0.000096376534,0.00044831846,0.00004644413,0.000010835815],"category_scores_gemma":[0.0016603284,0.00007590041,0.000028569748,0.00072217296,0.0006339296,0.0002837223,0.000090531124,0.00011792611,0.000001044994],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051268165,0.00024861068,0.101690955,0.000033276414,0.000033560587,7.289354e-7,0.7675225,0.000018103898,0.0006000968,0.12814353,0.00009202437,0.0015653105],"study_design_scores_gemma":[0.0007684257,0.00012704697,0.06811598,0.00020794035,0.000011947277,4.332236e-8,0.9136764,0.000030022456,0.0019753738,0.014376321,0.0005739529,0.0001365861],"about_ca_topic_score_codex":0.009806376,"about_ca_topic_score_gemma":0.0039525568,"teacher_disagreement_score":0.14615382,"about_ca_system_score_codex":0.00015899782,"about_ca_system_score_gemma":0.00014763408,"threshold_uncertainty_score":0.9967874},"labels":[],"label_agreement":null},{"id":"W2727589951","doi":"10.1093/geroni/igx004.4696","title":"PILOTING THE ADAPTED KIMBERLY INDIGENOUS COGNITIVE ASSESSMENT TOOL WITH INDIGENOUS SENIORS IN CANADA","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Cognitive Science and Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Health Sciences North; University of Saskatchewan; NOSM University; Laurentian University","funders":"","keywords":"Indigenous; Dementia; Cognition; Participatory action research; Population; Psychology; Medicine; Gerontology; Sociology; Psychiatry; Environmental health; Anthropology","score_opus":0.022186303088044708,"score_gpt":0.281374243954223,"score_spread":0.2591879408661783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2727589951","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93823385,0.000008496427,0.058080032,0.00088587124,0.00020918966,0.00043395013,0.0000021821406,0.00002623399,0.002120165],"genre_scores_gemma":[0.9973346,0.0000018037149,0.0016352374,0.00090697926,0.00003176447,0.00004918245,0.0000037830491,0.0000069826274,0.000029676228],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982592,0.000067202694,0.0003952561,0.00036774913,0.0004659462,0.0004446508],"domain_scores_gemma":[0.9987069,0.00017468848,0.0003965671,0.00036874204,0.00033047135,0.000022632463],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001140669,0.0001391464,0.00014733418,0.00033217156,0.0007726949,0.00047220782,0.0008210202,0.000023540306,0.0000034539119],"category_scores_gemma":[0.00018966993,0.000108855886,0.0000097550965,0.0015085286,0.00006857191,0.0009921262,0.00022020981,0.0003478953,0.000002265742],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006537298,0.00003672304,0.6908038,0.000012258097,0.000013682126,0.00019358171,0.019439477,0.00028897505,0.00036873677,0.0035489723,0.000007145146,0.28528005],"study_design_scores_gemma":[0.00058602047,0.000039084454,0.9874849,0.00026901826,0.0000023117211,0.000019388614,0.0044307113,0.0057536485,0.0005342085,0.00056512206,0.000085049636,0.00023056447],"about_ca_topic_score_codex":0.5095784,"about_ca_topic_score_gemma":0.7363925,"teacher_disagreement_score":0.29668102,"about_ca_system_score_codex":0.00054800714,"about_ca_system_score_gemma":0.0027069282,"threshold_uncertainty_score":0.59430224},"labels":[],"label_agreement":null},{"id":"W2727592300","doi":"10.1093/geroni/igx004.4636","title":"COMPETENCIES IN EUROPEAN GERONTOLOGICAL HIGHER EDUCATION. AN EXPLORATIVE STUDY ON CORE ELEMENTS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Huntington University","funders":"","keywords":"Thematic analysis; Core competency; Core (optical fiber); Psychology; Common core; Medical education; Service (business); Medicine; Sociology; Computer science; Qualitative research; Social science; Business; Marketing","score_opus":0.3340221472789137,"score_gpt":0.4939789193977147,"score_spread":0.159956772118801,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2727592300","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9169155,0.0000222193,0.00003924101,0.0012317107,0.00066521065,0.00029186363,0.0000012005935,0.000036742742,0.08079632],"genre_scores_gemma":[0.99567825,3.0087853e-7,0.0001805562,0.0004830319,0.00012259102,0.000113592694,0.000020328202,0.000013062487,0.003388268],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983117,0.0004252437,0.0004387428,0.00037877547,0.00016993641,0.0002755774],"domain_scores_gemma":[0.9990089,0.00006304877,0.00021303269,0.0005557132,0.0001336435,0.000025684494],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012704664,0.000120608725,0.00016476277,0.00041438377,0.00023627962,0.00008088579,0.00041573643,0.000047467878,0.0003317264],"category_scores_gemma":[0.00011827541,0.000111028865,0.000009839422,0.00029253025,0.00011590071,0.0002366045,0.00008256831,0.00038021678,0.0001614285],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046351855,0.0010353335,0.91723454,0.00000212091,0.000012423544,0.000053755997,0.013368038,0.0000022012734,0.00005169654,0.05652228,0.00062281365,0.011048459],"study_design_scores_gemma":[0.00090196915,0.00021502728,0.97587115,0.000032327574,0.0000014644515,0.000001627476,0.020785917,0.000012334872,0.0000051534817,0.0013520815,0.0007100684,0.00011086185],"about_ca_topic_score_codex":0.00036295012,"about_ca_topic_score_gemma":0.000336592,"teacher_disagreement_score":0.078762785,"about_ca_system_score_codex":0.000088364475,"about_ca_system_score_gemma":0.000040068717,"threshold_uncertainty_score":0.45276254},"labels":[],"label_agreement":null},{"id":"W2727618814","doi":"10.1093/geroni/igx004.2330","title":"SAFER CARE FOR OLDER PERSONS IN RESIDENTIAL ENVIRONMENTS (SCOPE)","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa; University of British Columbia; University of Calgary; Athabasca University; Kelowna General Hospital; University of Manitoba; University of Alberta","funders":"","keywords":"SAFER; Scope (computer science); Residential care; Medicine; Gerontology; Computer science; Computer security","score_opus":0.027703205425519534,"score_gpt":0.33707613797470376,"score_spread":0.30937293254918424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2727618814","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98685265,0.00016968558,0.0010271393,0.0022510595,0.0004386414,0.00036679552,0.000004350236,0.0000152222,0.008874475],"genre_scores_gemma":[0.9969904,0.00004905646,0.0002682403,0.000099366705,0.00025729544,0.000049852308,0.000009017103,0.000006425941,0.0022703656],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99924153,0.000033113,0.00021167067,0.00016075041,0.00016912067,0.0001838143],"domain_scores_gemma":[0.99964947,0.00003226327,0.00013532264,0.00012870543,0.000043186672,0.000011049066],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047740826,0.00005998787,0.000087038345,0.0001884903,0.0009187422,0.000120491546,0.00015101329,0.000043190117,0.000033268607],"category_scores_gemma":[0.0002322107,0.00006599969,0.000016233427,0.00016601551,0.00009041252,0.00033526926,0.000032724904,0.00006875969,0.0000055546984],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005761465,0.000019051982,0.30695117,0.000019392884,0.0000061500537,0.0000023737402,0.6700361,0.000016677628,0.0001535807,0.015600759,0.002588475,0.004600502],"study_design_scores_gemma":[0.00063532515,0.0000045187785,0.9267921,0.00007290214,0.0000036370718,5.450222e-8,0.013849729,0.00002067111,0.0002443957,0.00136688,0.056888934,0.000120856035],"about_ca_topic_score_codex":0.014000969,"about_ca_topic_score_gemma":0.05933746,"teacher_disagreement_score":0.6561864,"about_ca_system_score_codex":0.0001277007,"about_ca_system_score_gemma":0.000056097222,"threshold_uncertainty_score":0.99256486},"labels":[],"label_agreement":null},{"id":"W2727621372","doi":"10.1093/geroni/igx004.395","title":"COPE CT FROM ORGANIZATIONAL AND PUBLIC POLICY PERSPECTIVES","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicaid; Long-term care; Intervention (counseling); Dementia; Quarter (Canadian coin); Business; Nursing; Gerontology; Medicine; Health care; Economics; Economic growth","score_opus":0.05324495472238481,"score_gpt":0.4112925223526301,"score_spread":0.35804756763024526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2727621372","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9635662,0.00011268893,0.00031421692,0.026578007,0.0004256497,0.00012260424,0.000010730061,0.000041661857,0.008828284],"genre_scores_gemma":[0.9980645,0.000025244944,0.00033662998,0.0003543879,0.0006198071,0.000009734612,0.00004316642,0.000010889032,0.0005356202],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992637,0.000054743643,0.00025319337,0.00015605828,0.00010230496,0.00017000973],"domain_scores_gemma":[0.9991492,0.000105691346,0.00021250054,0.00018947208,0.00032188103,0.000021272774],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002604183,0.000060035185,0.00009627819,0.00036210386,0.0008649904,0.00007139762,0.000103737155,0.00003715527,0.00026649566],"category_scores_gemma":[0.0013600684,0.00006032591,0.000005779607,0.0005257862,0.00005470574,0.00027246398,0.00008087279,0.00019352362,0.000030570787],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004126996,0.000016274518,0.8734616,0.000012192018,0.000006829483,0.000001984318,0.011668112,3.0122786e-7,0.00046476087,0.10704347,0.0028195598,0.0045007626],"study_design_scores_gemma":[0.00058869645,0.000004482977,0.961556,0.00006697496,0.0000020870273,8.45112e-7,0.018207975,0.000027840271,0.000036587953,0.013621424,0.0058048763,0.00008222098],"about_ca_topic_score_codex":0.003773152,"about_ca_topic_score_gemma":0.00022666722,"teacher_disagreement_score":0.09342204,"about_ca_system_score_codex":0.00015175142,"about_ca_system_score_gemma":0.0003055623,"threshold_uncertainty_score":0.6652894},"labels":[],"label_agreement":null},{"id":"W2727662174","doi":"10.1093/geroni/igx004.3267","title":"PREDICTING HOSPITALISATIONS: COMPARING EIGHT RISK SCORES IN CARE-DEPENDENT ELDERLY FROM SIX COUNTRIES","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Emergency department; Psychological intervention; Emergency medicine; Area under the curve; Risk assessment; Internal medicine","score_opus":0.025702430562057302,"score_gpt":0.3009682011923544,"score_spread":0.2752657706302971,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2727662174","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99396664,0.0002337025,0.0010708822,0.0012557716,0.00055103784,0.00038893308,0.000022298667,0.000081662794,0.0024290443],"genre_scores_gemma":[0.9980836,0.000029269133,0.0011554776,0.0001742225,0.00028440836,0.000048705726,0.0001343772,0.000025295669,0.00006462545],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982524,0.000045357192,0.00073171285,0.00033505057,0.00038211406,0.0002533743],"domain_scores_gemma":[0.9984657,0.00017597836,0.0004952459,0.00054585934,0.00028747352,0.000029725952],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004953549,0.00015855159,0.0002944115,0.00049268466,0.00027706692,0.00020769735,0.00021285027,0.000090550646,0.000029681261],"category_scores_gemma":[0.0015353966,0.00017025006,0.000022864659,0.0003230275,0.00009671171,0.0004834492,0.00009069717,0.00043116842,0.000019544023],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023841942,0.000026891874,0.9876412,0.00006851736,0.00001878536,0.00002125841,0.006150785,0.00046551545,0.00025887042,0.0006814571,0.000067653455,0.0045752064],"study_design_scores_gemma":[0.0025827237,0.000045083587,0.98510015,0.0014257247,0.000019928171,0.000003353073,0.0018871365,0.0057042213,0.00200203,0.00074744096,0.00031638518,0.00016584648],"about_ca_topic_score_codex":0.008799264,"about_ca_topic_score_gemma":0.00448316,"teacher_disagreement_score":0.005238706,"about_ca_system_score_codex":0.00027478064,"about_ca_system_score_gemma":0.00008379555,"threshold_uncertainty_score":0.99780124},"labels":[],"label_agreement":null},{"id":"W2727672675","doi":"10.1093/geroni/igx004.3697","title":"MORTALITY IN AN AGING SOCIETY: MANAGING NEW PATHWAYS TO DEATH","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Legislation; Bioethics; Presentation (obstetrics); State (computer science); Gerontology; Population; Population ageing; Medicine; Political science; Law; Environmental health","score_opus":0.28831441111831163,"score_gpt":0.4716751664085583,"score_spread":0.18336075529024665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2727672675","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98922443,0.00009901706,0.0043850434,0.002168832,0.00013912829,0.00016710951,0.0000018409652,0.000035893132,0.0037787203],"genre_scores_gemma":[0.99093,0.00003504633,0.0074406154,0.0012782777,0.00017731906,0.00000848057,0.000020537793,0.000014390531,0.000095314135],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989012,0.000017697588,0.0004274645,0.00023784426,0.0002035004,0.00021228322],"domain_scores_gemma":[0.9992004,0.000028847458,0.0001801868,0.00040259046,0.00013790038,0.000050081868],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060820754,0.00010771075,0.00023879489,0.0002930718,0.00007698325,0.00004971408,0.0001475017,0.00004778452,0.000013978512],"category_scores_gemma":[0.00026121415,0.000113698654,0.00003171836,0.0004983331,0.00002467868,0.0003348442,0.00007197502,0.0001803326,0.0000044301814],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008280669,0.000026513428,0.96357083,0.00006796856,0.000012470728,0.000024946636,0.008518024,0.000065149885,0.0059750658,0.0035158098,0.00012917006,0.018085765],"study_design_scores_gemma":[0.0009903368,0.000031233125,0.98032236,0.0016422159,0.000010459393,0.0000013400279,0.002289839,0.0014170237,0.008112518,0.0032416417,0.0017903879,0.00015062383],"about_ca_topic_score_codex":0.0014158812,"about_ca_topic_score_gemma":0.00023159928,"teacher_disagreement_score":0.017935142,"about_ca_system_score_codex":0.00013321116,"about_ca_system_score_gemma":0.00009433666,"threshold_uncertainty_score":0.46364966},"labels":[],"label_agreement":null},{"id":"W2727699363","doi":"10.1093/geroni/igx004.3811","title":"MULTIPLE CHRONIC CONDITIONS: A WORLDWIDE CHALLENGE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Older people; Health care; Psychology; Medicine; Gerontology; Political science","score_opus":0.06403243164277699,"score_gpt":0.3669806838505227,"score_spread":0.3029482522077457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2727699363","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79185236,0.0003933723,0.0006917429,0.021723384,0.0005057022,0.0007599486,0.000008426496,0.00020087155,0.1838642],"genre_scores_gemma":[0.9979165,0.00003896298,0.00014260378,0.0003257611,0.00022647277,0.00007671103,0.00007917945,0.000013562715,0.0011802525],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9991742,0.000009095501,0.0002880911,0.00018938325,0.00015682023,0.00018242022],"domain_scores_gemma":[0.99922836,0.000029457291,0.00016999936,0.00046660186,0.00008423511,0.000021355274],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021371276,0.000088988054,0.00012699791,0.0003720696,0.0001741594,0.00009408361,0.000119777695,0.000028296414,0.00032407793],"category_scores_gemma":[0.00029393224,0.000094563795,0.000022378905,0.00025982547,0.000081951934,0.00031790062,0.00007089344,0.00013383008,0.00006923661],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010430152,0.0006479392,0.4127502,0.0014883559,0.00021421825,0.00050785276,0.0011059595,0.0003647311,0.0058993534,0.49073192,0.012091074,0.07409405],"study_design_scores_gemma":[0.005996749,0.0000636442,0.937448,0.0011980719,0.000036935933,0.0000073083584,0.00061033684,0.0052428837,0.0005485705,0.009926364,0.03865708,0.0002640102],"about_ca_topic_score_codex":0.000083539,"about_ca_topic_score_gemma":0.00015346459,"teacher_disagreement_score":0.52469784,"about_ca_system_score_codex":0.00026016205,"about_ca_system_score_gemma":0.0001267269,"threshold_uncertainty_score":0.38561997},"labels":[],"label_agreement":null},{"id":"W2727734783","doi":"10.1093/geroni/igx004.351","title":"TRANSLATING RESEARCH INTO PRACTICE USING PATIENT-CENTRED VIDEOS: DEVELOPMENT AND ANALYSIS OF UPTAKE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Translation Studies and Practices","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University Health Network; Hamilton Health Sciences; University of Toronto; University of Waterloo; McMaster University; Osteoporosis Canada","funders":"","keywords":"Computer science; Psychology","score_opus":0.2558150005373402,"score_gpt":0.4084335338880507,"score_spread":0.15261853335071052,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2727734783","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9710913,0.00084785634,0.00043589575,0.0026601632,0.00015320665,0.00014978102,0.000004727433,0.000014409655,0.02464267],"genre_scores_gemma":[0.99247605,0.000018761657,0.0073530604,0.00006668488,0.000039914095,0.000005435267,0.000008517967,0.0000062999197,0.000025303016],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987844,0.00007602014,0.0005521203,0.00016187834,0.00028188052,0.00014368891],"domain_scores_gemma":[0.99860346,0.00027776224,0.00044386217,0.00015074978,0.0005123716,0.000011781005],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00087000435,0.000070469774,0.00016100095,0.0007422191,0.001063371,0.00031395553,0.00008279533,0.00002186048,0.00006374368],"category_scores_gemma":[0.00028136757,0.00006880751,0.000017132625,0.0004069973,0.0001437658,0.0009630235,0.00003891984,0.00014664092,9.984748e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043734122,0.000056431727,0.018703181,0.00006285673,0.00039987714,0.0000036229478,0.51473683,0.00018588117,0.0004980535,0.046919666,0.000013034997,0.41837686],"study_design_scores_gemma":[0.00084390567,0.000034707326,0.019844517,0.00027029248,0.00025711994,0.0000010228679,0.20358165,0.008397642,0.0006014368,0.001023743,0.76483315,0.0003108288],"about_ca_topic_score_codex":0.0013309659,"about_ca_topic_score_gemma":0.0022798225,"teacher_disagreement_score":0.7648201,"about_ca_system_score_codex":0.000032733074,"about_ca_system_score_gemma":0.00004707836,"threshold_uncertainty_score":0.8178697},"labels":[],"label_agreement":null},{"id":"W2727753050","doi":"10.1093/geroni/igx004.3953","title":"ACCREDITATION IN THE EU: A FIRST STEP IN BENCHMARKING GERONTOLOGY PROGRAMS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Competency Development and Evaluation","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Huntington University","funders":"","keywords":"Accreditation; Benchmarking; Flemish; Context (archaeology); Core competency; Higher education; Medical education; Class (philosophy); Medicine; Political science; Computer science; Management; Artificial intelligence; Geography","score_opus":0.12353299799054716,"score_gpt":0.39749734422359234,"score_spread":0.27396434623304516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2727753050","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9576762,0.000025316609,0.00059727806,0.0075698756,0.0010126793,0.0004375271,2.18964e-7,0.000014951743,0.03266597],"genre_scores_gemma":[0.99857205,0.000002008108,0.00067779055,0.00023960558,0.00012168113,0.00024136226,0.00004341069,0.0000062115305,0.00009587681],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987661,0.000120957084,0.0005073057,0.00021668446,0.00016341233,0.00022553251],"domain_scores_gemma":[0.9992779,0.000116471725,0.0002583861,0.0002731033,0.00006888527,0.000005282943],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021822683,0.00008562558,0.00010835973,0.0005087617,0.00014031636,0.00009811362,0.000275476,0.00007366636,0.00023834467],"category_scores_gemma":[0.00021164138,0.00007840901,0.000010648997,0.0006724978,0.000036912632,0.0002237423,0.00003603056,0.0002140918,0.000024392568],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001933976,0.000068508365,0.7510654,0.000009638568,0.0000037966774,0.0000147816145,0.019719535,0.000022723498,0.000024663868,0.023568869,0.00036319296,0.20511957],"study_design_scores_gemma":[0.00084376207,0.00001991743,0.9885603,0.00009092703,0.0000013938183,0.0000037858229,0.0022148131,0.0015760311,0.0000036376239,0.002561912,0.0040314533,0.00009203406],"about_ca_topic_score_codex":0.000742419,"about_ca_topic_score_gemma":0.009123328,"teacher_disagreement_score":0.23749495,"about_ca_system_score_codex":0.000087882894,"about_ca_system_score_gemma":0.000040208964,"threshold_uncertainty_score":0.5091031},"labels":[],"label_agreement":null},{"id":"W2727758764","doi":"10.1093/geroni/igx004.652","title":"I’M STILL HERE: THE EXPERIENCE OF LIVING WITH EARLY ONSET DEMENTIA","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; University of Manitoba; Athabasca University; University of British Columbia","funders":"","keywords":"Dementia; Personhood; Psychology; Thematic analysis; Gerontology; Disease; Stigma (botany); Interpretative phenomenological analysis; Qualitative research; Developmental psychology; Medicine; Psychiatry; Sociology; Political science; Social science","score_opus":0.06440987418290198,"score_gpt":0.3973366650962661,"score_spread":0.3329267909133641,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2727758764","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.987633,0.000060101527,0.0014317636,0.0008461274,0.00015828856,0.000083768966,8.6159287e-7,0.00001389995,0.0097722085],"genre_scores_gemma":[0.9987744,4.6049186e-7,0.00018401087,0.000105355175,0.000026321079,0.00003712574,5.7906954e-7,0.0000067083397,0.00086501555],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992439,0.00007194446,0.0002121812,0.00015396634,0.00012968898,0.00018830544],"domain_scores_gemma":[0.99903125,0.00017641272,0.00019662533,0.00047356889,0.00011318839,0.000008985846],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006540496,0.000057794565,0.00008336297,0.00011943786,0.00015436824,0.000047333277,0.00034350532,0.000035728735,0.0001718923],"category_scores_gemma":[0.00026629117,0.000041123032,0.00000773543,0.0002454404,0.0002499164,0.00012322734,0.00006789342,0.00018685151,0.00001545379],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001163499,0.000021663884,0.96312296,0.0000040995697,0.000021068412,0.000005845102,0.02755548,0.0000018611114,0.000072499526,0.005424054,0.00014594656,0.0036128568],"study_design_scores_gemma":[0.00014031728,0.00002677709,0.9933941,0.00010941391,0.000002664183,0.0000076223455,0.005794549,0.000031436943,0.00013467958,0.00011302884,0.00019334408,0.000052107072],"about_ca_topic_score_codex":0.00117349,"about_ca_topic_score_gemma":0.00018341016,"teacher_disagreement_score":0.03027107,"about_ca_system_score_codex":0.000011461377,"about_ca_system_score_gemma":0.000023076484,"threshold_uncertainty_score":0.18821001},"labels":[],"label_agreement":null},{"id":"W2727761734","doi":"10.1093/geroni/igx004.2737","title":"KNOWLEDGE, ATTITUDES, AND BEHAVIORS RELATED TO ADVANCE DIRECTIVES AMONG CHINESE AMERICAN OLDER ADULTS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Proxy (statistics); Psychology; Health care; Gerontology; Social psychology; Population; Medicine; Family medicine; Political science; Law; History","score_opus":0.031549958715159546,"score_gpt":0.43288659619002406,"score_spread":0.40133663747486453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2727761734","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99604666,0.0004244183,0.000085152235,0.00033636554,0.0001268725,0.00020303522,0.0000022334448,0.00003119185,0.0027440505],"genre_scores_gemma":[0.99802655,0.00008336766,0.0014500513,0.00006561718,0.000033431905,0.000023545952,0.000010003486,0.00001271831,0.0002947043],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99927616,0.000016126085,0.00028881873,0.0002044137,0.00009479561,0.00011966818],"domain_scores_gemma":[0.9992296,0.00005059089,0.00020979356,0.00022534991,0.00025016285,0.00003451832],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016406218,0.00010045734,0.00023006335,0.00029618197,0.00007384749,0.000016698657,0.000069305665,0.000029526727,0.0000075194753],"category_scores_gemma":[0.0007090688,0.00009026017,0.000014773787,0.0006231306,0.00014856578,0.00018736513,0.000053190626,0.00012887409,0.0000030844117],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029666659,0.000057862057,0.9516483,0.000053828437,0.000011378387,0.0000074204604,0.0067918976,0.0000024137098,0.001164203,0.00011832403,0.000028054768,0.04008666],"study_design_scores_gemma":[0.00075754855,0.00004277616,0.9945503,0.0020261975,0.0000065742383,0.0000013995518,0.00059908547,0.00004670849,0.001454538,0.000029429388,0.0003918001,0.00009367992],"about_ca_topic_score_codex":0.00037926892,"about_ca_topic_score_gemma":0.00024621122,"teacher_disagreement_score":0.042901974,"about_ca_system_score_codex":0.000046478755,"about_ca_system_score_gemma":0.00002001681,"threshold_uncertainty_score":0.36807027},"labels":[],"label_agreement":null},{"id":"W2727765095","doi":"10.1093/geroni/igx004.1551","title":"ASSESSING THE MEALTIME ENVIRONMENT IN CANADIAN LONG-TERM CARE HOMES USING THE MEALTIME SCAN","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Moncton; Simon Fraser University; University of Manitoba; University of Alberta; Conestoga College; Research Institute for Aging; University of Waterloo","funders":"","keywords":"Dementia; Meal; Medicine; Gerontology; Environmental health; Food intake; Long-term care; Nursing; Disease; Internal medicine","score_opus":0.07994884029180029,"score_gpt":0.40228884408124493,"score_spread":0.32234000378944466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2727765095","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96423817,0.00054080656,0.00023010976,0.031231223,0.00030964322,0.00059507595,0.000003331563,0.000020273435,0.002831392],"genre_scores_gemma":[0.99583566,0.000056555917,0.00069934124,0.003033964,0.00022689038,0.000027969889,0.000031423395,0.000022717122,0.000065502216],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983726,0.0000851412,0.0005418105,0.00023756687,0.00028412475,0.00047876517],"domain_scores_gemma":[0.9989276,0.000056189892,0.00028759474,0.00054980157,0.000091662114,0.00008717446],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012353925,0.00013649056,0.0002036334,0.00053850055,0.0009912115,0.00026767308,0.0002345131,0.000072940216,0.000094284915],"category_scores_gemma":[0.00013042304,0.00009982948,0.000025204412,0.00040236075,0.00013694169,0.00030506428,0.00005813786,0.0004946179,0.000010065481],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000053853782,0.000017337008,0.9741813,0.00015756837,0.0000068283366,0.00004734392,0.002613042,0.00008357877,0.0007404341,0.00061859057,0.00004697521,0.021481648],"study_design_scores_gemma":[0.00090750516,0.000009079905,0.9911979,0.000979669,0.000011103893,0.000029723366,0.002048062,0.0024325736,0.00035986683,0.00017000292,0.0017349249,0.000119610384],"about_ca_topic_score_codex":0.07539152,"about_ca_topic_score_gemma":0.046130624,"teacher_disagreement_score":0.03159749,"about_ca_system_score_codex":0.0013796197,"about_ca_system_score_gemma":0.0005420201,"threshold_uncertainty_score":0.97127503},"labels":[],"label_agreement":null},{"id":"W2727788859","doi":"10.1093/geroni/igx004.3711","title":"TRENDS IN PAIN PREVALENCE AMONG OLDER ADULTS IN THE UNITED STATES: 1992 TO 2012","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Saint Vincent University","funders":"","keywords":"Logistic regression; Medicine; National Health Interview Survey; Population; Demography; Health care; Gerontology; Environmental health","score_opus":0.023155431690126422,"score_gpt":0.31988835138968874,"score_spread":0.29673291969956234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2727788859","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98984665,0.000026361146,0.0003556105,0.008379036,0.00011972092,0.00031152973,0.0000024172211,0.000014889936,0.0009437936],"genre_scores_gemma":[0.99711335,0.000013788058,0.00019997626,0.00200592,0.000046621313,0.00006519751,0.000049890183,0.000008127832,0.0004971544],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998921,0.000128906,0.00041486425,0.00017538259,0.00018735629,0.00017249309],"domain_scores_gemma":[0.99922997,0.00023358144,0.0001228381,0.00031192618,0.000082416074,0.00001926526],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018594586,0.000083053885,0.00012530576,0.0016275528,0.000050859937,0.000041564967,0.00013614913,0.000049898244,0.000064124186],"category_scores_gemma":[0.000961845,0.00006312097,0.000018826282,0.0017576711,0.000047402074,0.00021718307,0.00002300562,0.00022609728,0.0000056558893],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003270714,0.00007681868,0.9546951,0.00009561674,0.0000022554307,0.000009859313,0.009368991,0.0002016885,0.00004824933,0.00013826932,0.0010448451,0.034285605],"study_design_scores_gemma":[0.001135039,0.00003981287,0.99012536,0.0012941455,0.0000017785557,0.0000012518258,0.002829363,0.0029762895,0.000029358342,0.00006028678,0.0014355049,0.000071788236],"about_ca_topic_score_codex":0.0009910368,"about_ca_topic_score_gemma":0.0005769387,"teacher_disagreement_score":0.035430286,"about_ca_system_score_codex":0.00009529896,"about_ca_system_score_gemma":0.00002043368,"threshold_uncertainty_score":0.25739986},"labels":[],"label_agreement":null},{"id":"W2727800860","doi":"10.1093/geroni/igx004.3610","title":"TELEHEALTH AND INTER-HOSPITAL SUPPORT","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Business and Economic Development","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Telehealth; Triage; Telemedicine; Service (business); Unit (ring theory); Videoconferencing; Medical emergency; Nursing; Work (physics); Medicine; Service provider; Health care; Business; Psychology; Telecommunications; Computer science; Engineering; Political science","score_opus":0.015927939095181268,"score_gpt":0.2552326208238282,"score_spread":0.23930468172864694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2727800860","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9819837,9.052499e-7,0.00032742866,0.0027570135,0.00023221427,0.000047204478,3.041186e-7,0.000007189303,0.014644005],"genre_scores_gemma":[0.99856347,0.0000037240343,0.00072521385,0.00034639728,0.000015769372,0.0000055677187,0.0000019727422,0.0000031791408,0.00033469152],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99959385,0.0000020130253,0.00016041586,0.00011515316,0.000034509027,0.000094074734],"domain_scores_gemma":[0.9997799,0.000003149656,0.00009427061,0.00010814542,0.000003636583,0.000010910077],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024297499,0.000037793678,0.000046914636,0.00003638502,0.000109142165,0.00006263175,0.0000836798,0.000014329672,0.00040301314],"category_scores_gemma":[0.000022753877,0.00003816373,0.000002643825,0.000060566876,0.000049810296,0.00029888237,0.00013508454,0.000041537805,0.00008095559],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[6.215337e-7,0.0000071971745,0.8988491,0.0000027631652,5.759735e-7,0.000001702479,0.0003959042,0.000005506225,0.000065742126,0.00053190975,0.00065780885,0.09948113],"study_design_scores_gemma":[0.00013285447,0.0000047185395,0.9820516,0.000009442185,2.0162975e-7,0.0000014278963,0.00006008147,0.0001623028,0.00008198971,0.00086040696,0.016578719,0.000056263605],"about_ca_topic_score_codex":0.00028897193,"about_ca_topic_score_gemma":0.00006403681,"teacher_disagreement_score":0.09942486,"about_ca_system_score_codex":0.00007088385,"about_ca_system_score_gemma":0.000006410569,"threshold_uncertainty_score":0.44127113},"labels":[],"label_agreement":null},{"id":"W2727814771","doi":"10.1093/geroni/igx004.1081","title":"MAKING MENTORING MEANINGFUL","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Mentoring and Academic Development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Mentorship; Medical education; Field (mathematics); Public relations; Political science; Psychology; Medicine","score_opus":0.11862270238682997,"score_gpt":0.41236408682653114,"score_spread":0.29374138443970116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2727814771","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6941984,0.0000362761,0.001509843,0.0010685246,0.0068566385,0.00008532221,3.572182e-7,0.00007280802,0.29617178],"genre_scores_gemma":[0.99276316,0.0000013387045,0.0010002104,0.00019730737,0.00030476597,0.000030111076,0.00000201793,0.000011542807,0.005689547],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990029,0.000019648132,0.0003514788,0.00020664223,0.00014477072,0.0002746149],"domain_scores_gemma":[0.9993587,0.000026847127,0.0002582185,0.00030110785,0.0000411718,0.000013913859],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010839894,0.00007895981,0.00008809802,0.0002483093,0.0002289898,0.00009875347,0.00025883564,0.00005288855,0.00023174912],"category_scores_gemma":[0.00021091092,0.000086212516,0.000009243535,0.00019760871,0.000018863977,0.00015703958,0.00008482474,0.0002052438,0.00009936452],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010665679,0.000031308875,0.5945132,0.00002041708,0.00003162362,0.000036060308,0.016360927,0.00001525519,0.0028306874,0.22503163,0.002828348,0.15828992],"study_design_scores_gemma":[0.0014579113,0.000012674331,0.6826934,0.00068803603,0.0000056041613,0.000010737826,0.0023689386,0.000107606975,0.0024566557,0.005363575,0.30438963,0.0004452136],"about_ca_topic_score_codex":0.00004722214,"about_ca_topic_score_gemma":0.000001916979,"teacher_disagreement_score":0.30156127,"about_ca_system_score_codex":0.00010500947,"about_ca_system_score_gemma":0.000013433138,"threshold_uncertainty_score":0.35156444},"labels":[],"label_agreement":null},{"id":"W2727817784","doi":"10.1093/geroni/igx004.1503","title":"INVESTIGATION OF PERSONALITY USING DIFFERENT TIME MATRICES, CONTROL VARIABLES, AND INCLUSION GROUPS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Mental Health Research Topics","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Extraversion and introversion; Neuroticism; Dementia; Personality; Psychology; Big Five personality traits; Longitudinal study; Trait; Clinical psychology; Developmental psychology; Medicine; Social psychology; Disease","score_opus":0.10064448132942112,"score_gpt":0.408098644676039,"score_spread":0.3074541633466179,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2727817784","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99587166,0.000111369685,0.0014194453,0.0009604388,0.00016084833,0.00027480593,0.000009781494,0.000011105554,0.0011805356],"genre_scores_gemma":[0.99899626,0.0000042812635,0.00056740607,0.0002244296,0.00007371734,0.000011067932,0.000016143169,0.00000760901,0.00009911624],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99882585,0.0001609434,0.00042241724,0.00017742017,0.00023909625,0.00017430195],"domain_scores_gemma":[0.9991231,0.00010223714,0.00039198404,0.00024262525,0.00010719053,0.00003289124],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014592442,0.000074262694,0.00015178573,0.00026120216,0.0005438786,0.000031789714,0.00014989836,0.00007005645,0.0001432055],"category_scores_gemma":[0.000157753,0.000072947034,0.000008144577,0.00022092582,0.00010129216,0.00017947593,0.0004508528,0.00016915501,0.000002872726],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007572806,0.000045643483,0.90059775,0.00027695752,0.00001655213,0.000005562628,0.0056019626,0.000004968434,0.041839845,0.03910135,0.00007709232,0.012356614],"study_design_scores_gemma":[0.0019367312,0.000041744323,0.9670916,0.00025419958,0.000006962137,0.000006149663,0.00014756099,0.011614034,0.0011342192,0.01750516,0.00014730672,0.00011434166],"about_ca_topic_score_codex":0.0015017878,"about_ca_topic_score_gemma":0.000020596019,"teacher_disagreement_score":0.06649387,"about_ca_system_score_codex":0.00013553379,"about_ca_system_score_gemma":0.000036043817,"threshold_uncertainty_score":0.41831294},"labels":[],"label_agreement":null},{"id":"W2727823387","doi":"10.1093/geroni/igx004.3319","title":"PATHWAYS LINKING FEAR OF FALLING (FOF) AND INCIDENCE OF FUNCTIONAL LIMITATION IN OLDER ADULTS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Fear of falling; Stairs; Physical medicine and rehabilitation; Gait; Mediation; Depression (economics); Incidence (geometry); Psychology; Poison control; Physical therapy; Medicine; Injury prevention; Engineering; Medical emergency","score_opus":0.057069174241433394,"score_gpt":0.35702925107661493,"score_spread":0.29996007683518155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2727823387","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99559647,0.000060409326,0.0028179816,0.00019681157,0.00025415758,0.00033365894,0.0000031901864,0.0000119104,0.0007253992],"genre_scores_gemma":[0.9985598,0.00003824727,0.0011201312,0.00008519458,0.00007511599,0.000039530343,0.00003639091,0.000007747748,0.00003784649],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986838,0.0000873213,0.0007648043,0.00015795064,0.00016243802,0.00014368845],"domain_scores_gemma":[0.9985253,0.0001666975,0.0008268909,0.00015916898,0.00031134184,0.000010597425],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013087547,0.00006699894,0.00015286657,0.0003481203,0.00020349586,0.000008652805,0.00008321185,0.00010760326,0.0000041055473],"category_scores_gemma":[0.00042813187,0.00007256028,0.000012352928,0.00031265974,0.00004405655,0.00038178745,0.00006331574,0.00029657254,0.0000027462756],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033718352,0.00006688082,0.94914323,0.000532085,0.0000029790692,8.385202e-7,0.006678195,0.000024294599,0.02417805,0.008620214,0.000012336916,0.010707204],"study_design_scores_gemma":[0.0012244198,0.00001112135,0.98640126,0.0029152036,0.0000020382336,2.9675058e-7,0.0017793671,0.0036000093,0.00008462882,0.0039071008,0.000013694081,0.000060837865],"about_ca_topic_score_codex":0.00024444866,"about_ca_topic_score_gemma":0.00031999283,"teacher_disagreement_score":0.03725808,"about_ca_system_score_codex":0.000050924766,"about_ca_system_score_gemma":0.00008011616,"threshold_uncertainty_score":0.29589224},"labels":[],"label_agreement":null},{"id":"W2727845015","doi":"10.1093/geroni/igx004.3264","title":"ONE-YEAR MORTALITY AFTER HIP FRACTURE IN OLD AND VERY OLD PATIENTS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hazard ratio; Hip fracture; Confidence interval; Periprosthetic; Internal medicine; Charlson comorbidity index; Cohort; Prospective cohort study; Proportional hazards model; Surgery; Comorbidity; Osteoporosis; Arthroplasty","score_opus":0.02611043541366069,"score_gpt":0.3133506118921256,"score_spread":0.2872401764784649,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2727845015","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968582,0.000022628326,0.000034833152,0.0012312393,0.00013041776,0.00016726616,0.0000029840378,0.000014209037,0.0015382655],"genre_scores_gemma":[0.9962942,0.0000062299036,0.00011894707,0.0032924665,0.00010562553,0.000014253922,0.00002517576,0.000010094875,0.00013303218],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992325,0.000013867223,0.00027344323,0.00017425514,0.00016786043,0.00013809974],"domain_scores_gemma":[0.9994754,0.0000185098,0.00012217497,0.00027962303,0.000081152655,0.00002312354],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025261482,0.00008204831,0.00015001441,0.00024304587,0.000050822477,0.00004841209,0.000053814747,0.00009168352,0.00005599591],"category_scores_gemma":[0.0002632506,0.000078910954,0.000011423887,0.00017564339,0.000040478404,0.00022643874,0.000036490987,0.0002789002,0.000006459134],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004445998,0.000063608364,0.9953029,0.00004523978,0.0000071627633,0.000012022266,0.00100725,0.0000018406657,0.00017740567,0.0001899373,0.00010394796,0.0030442239],"study_design_scores_gemma":[0.0012226814,0.000015514417,0.9962821,0.00020976774,0.0000063555103,3.7855438e-7,0.000050657065,0.000027874235,0.0005763002,0.00069389836,0.0008346918,0.00007975287],"about_ca_topic_score_codex":0.00034998218,"about_ca_topic_score_gemma":0.00007306896,"teacher_disagreement_score":0.002964471,"about_ca_system_score_codex":0.0000465987,"about_ca_system_score_gemma":0.00001880905,"threshold_uncertainty_score":0.32178953},"labels":[],"label_agreement":null},{"id":"W2727852128","doi":"10.1093/geroni/igx004.1678","title":"MOTOR-COGNITIVE TRAINING IMPROVES BALANCE AND COGNITION OF PATIENTS WITH PARKINSON’S DISEASE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Physical Education and Gymnastics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Balance (ability); Montreal Cognitive Assessment; Cognition; Gait; Physical therapy; Timed Up and Go test; Medicine; Berg Balance Scale; Dynamic balance; Test (biology); Physical medicine and rehabilitation; Aerobic exercise; Psychology; Cognitive impairment; Psychiatry","score_opus":0.0308950534307494,"score_gpt":0.3281707429642147,"score_spread":0.29727568953346534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2727852128","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99648684,0.0000044959465,0.00031111907,0.00058252545,0.00008789339,0.0001314261,0.000014074687,0.000009216945,0.002372381],"genre_scores_gemma":[0.99956053,0.000003387806,0.00015028827,0.0001504316,0.000058539485,0.00001335537,0.000020943738,0.000003404694,0.000039112998],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99951744,0.000022652875,0.00012707127,0.00009805542,0.00014306442,0.00009169476],"domain_scores_gemma":[0.99938613,0.00006863794,0.00019736346,0.000054084252,0.0002640031,0.000029806048],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017891348,0.0000409076,0.00006241818,0.00007352461,0.00024280381,0.00006022404,0.000055011973,0.000015426722,0.000005700559],"category_scores_gemma":[0.0009902262,0.000039902596,0.000005181533,0.00016610055,0.00020269491,0.00032714746,0.0000121714465,0.00005338608,8.242865e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000066554094,0.000102577476,0.91090816,0.000024308883,0.00000707607,4.5570854e-7,0.01732143,7.9491116e-7,0.00021785869,0.017864026,0.000013506005,0.05347322],"study_design_scores_gemma":[0.00040393608,0.00001301251,0.9926442,0.00011325622,0.000005060928,6.2382046e-9,0.0026873448,0.00008587201,0.00004339275,0.003525287,0.00042108956,0.000057534337],"about_ca_topic_score_codex":0.00006926196,"about_ca_topic_score_gemma":0.000039885283,"teacher_disagreement_score":0.08173602,"about_ca_system_score_codex":0.000017247494,"about_ca_system_score_gemma":0.00009808393,"threshold_uncertainty_score":0.18674752},"labels":[],"label_agreement":null},{"id":"W2727860819","doi":"10.1093/geroni/igx004.4181","title":"BIG OR SMALL STORIES? TWO WAYS TO APPROACH NARRATIVE CARE IN CANADIAN LONG-TERM CARE SETTINGS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Subtitles and Audiovisual Media","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Narrative; Narrative inquiry; Active listening; Identity (music); Narrative identity; Psychology; Nursing; Medicine; Sociology; Public relations; Aesthetics; Political science; Art; Literature; Communication","score_opus":0.08782280327719852,"score_gpt":0.3116838307321573,"score_spread":0.22386102745495876,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2727860819","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9612425,0.00007712011,0.000042744552,0.0005507935,0.0009693646,0.0002939715,0.000027717964,0.00002460982,0.0367712],"genre_scores_gemma":[0.9976654,0.0000013671803,0.00015612859,0.0006492304,0.00070747535,0.000059093043,0.00010375069,0.000019884023,0.00063768175],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9990478,0.000014285102,0.00027207262,0.00023253492,0.00011486298,0.00031843112],"domain_scores_gemma":[0.99926317,0.000019816098,0.00012631455,0.0002285457,0.000301899,0.000060251827],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017088914,0.00013003607,0.00015548755,0.00051473116,0.0005071208,0.0003694241,0.0002233358,0.000037759783,0.0001443046],"category_scores_gemma":[0.00016945796,0.000117442214,0.000015496584,0.00017659174,0.00006521194,0.0001782591,0.00005078203,0.00018550221,0.000014533391],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014049739,0.000010581105,0.09961463,0.00012443899,0.000006795274,0.000037740912,0.8386272,0.00002342407,0.000028581779,0.033190776,0.00025266584,0.028069124],"study_design_scores_gemma":[0.0019443771,0.00013779622,0.116970666,0.0011083814,0.000011367442,0.0000041099347,0.7371235,0.000079507896,0.000611955,0.0003107455,0.14079902,0.0008986151],"about_ca_topic_score_codex":0.1500916,"about_ca_topic_score_gemma":0.9238658,"teacher_disagreement_score":0.77377415,"about_ca_system_score_codex":0.00041095755,"about_ca_system_score_gemma":0.00024947862,"threshold_uncertainty_score":0.855568},"labels":[],"label_agreement":null},{"id":"W2727871441","doi":"10.1093/geroni/igx004.4683","title":"COGNITIVE ACTIVITIES FOR DELIRIUM SUPERIMPOSED ON DEMENTIA: A RANDOMIZED CONTROLLED TRIAL","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Delirium; Randomized controlled trial; Medicine; Dementia; Cognition; Rating scale; Clinical Dementia Rating; Physical therapy; Internal medicine; Psychology; Psychiatry","score_opus":0.032944704966256004,"score_gpt":0.3467266130128358,"score_spread":0.3137819080465798,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2727871441","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96361625,0.00003170126,0.006276973,0.0065007843,0.00089638674,0.008744396,0.000013446693,0.000041719122,0.013878365],"genre_scores_gemma":[0.98149663,0.0000058047463,0.00015421763,0.015775451,0.00022397569,0.0019075813,0.00010286976,0.000026810583,0.00030666476],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9985181,0.00011655251,0.00066268654,0.00024371018,0.00022412962,0.00023479959],"domain_scores_gemma":[0.9900607,0.0015810992,0.00046554362,0.00018167264,0.0076890993,0.000021900456],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0013235052,0.00017870752,0.00095771404,0.0006338014,0.00023594647,0.00008998602,0.00007242195,0.0000841121,0.000047080823],"category_scores_gemma":[0.06838901,0.0001513729,0.00020318663,0.00015753227,0.00021233338,0.00017335663,0.000023865803,0.00021218459,0.0000049068153],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9878139,0.00013101057,0.00040563056,0.00003166278,0.000483143,0.000011073788,0.00059667724,9.039668e-7,0.004044541,0.004419619,0.00037939078,0.0016824399],"study_design_scores_gemma":[0.9860638,0.00031342462,0.00060893374,0.00043619986,0.00027840768,0.0000022384206,0.004334208,0.00051586085,0.0065931715,0.00060928025,0.00009181545,0.00015269226],"about_ca_topic_score_codex":0.000025642474,"about_ca_topic_score_gemma":0.000009198872,"teacher_disagreement_score":0.06706551,"about_ca_system_score_codex":0.00006464043,"about_ca_system_score_gemma":0.00014250599,"threshold_uncertainty_score":0.9394584},"labels":[],"label_agreement":null},{"id":"W2727881954","doi":"10.1093/geroni/igx004.1000","title":"CO-HOST AGHE: BEING AN AGE-FRIENDLY INSTITUTION OF HIGHER EDUCATION— PERSPECTIVES FROM GLOBAL PARTNERS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Institution; Demographics; Irish; Political science; Higher education; Public relations; Economic growth; Sociology; Law; Demography; Economics","score_opus":0.036762384091944364,"score_gpt":0.40124296998913067,"score_spread":0.3644805858971863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2727881954","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9263447,0.00013343176,0.00030080543,0.0014769096,0.0007374665,0.00013129486,0.0000078919065,0.000043541702,0.070824],"genre_scores_gemma":[0.9978055,0.000040362516,0.0006751507,0.00010237834,0.000619555,0.000016319296,0.000025684902,0.0000047423987,0.0007103544],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.998954,0.000076352364,0.00030976758,0.00022552226,0.0002698512,0.00016451247],"domain_scores_gemma":[0.9990353,0.000027774973,0.00035061577,0.00022611502,0.000332779,0.000027442005],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045286815,0.00009021526,0.0001313786,0.0001445884,0.0010230114,0.0001840293,0.00023274984,0.000058312246,0.000078422396],"category_scores_gemma":[0.00028982348,0.000098264456,0.000020530564,0.00045307234,0.00039725634,0.00090306933,0.000022419195,0.000082620274,0.0000049128184],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000043230293,0.00007426775,0.30747727,0.000004693383,0.000011709363,0.00000119378,0.16674313,0.0000072366706,0.00023514224,0.52273333,0.00082183076,0.0018858841],"study_design_scores_gemma":[0.00021154285,0.000009221776,0.94444567,0.00006139604,0.0000069863354,8.2881506e-8,0.012139869,0.0000075524026,0.00014839457,0.023376659,0.01946971,0.00012290482],"about_ca_topic_score_codex":0.052971814,"about_ca_topic_score_gemma":0.016292315,"teacher_disagreement_score":0.63696843,"about_ca_system_score_codex":0.0002222949,"about_ca_system_score_gemma":0.0003339544,"threshold_uncertainty_score":0.9533345},"labels":[],"label_agreement":null},{"id":"W2727885055","doi":"10.1093/geroni/igx004.3373","title":"TRACKED AND FIT: FITBITS, BRAIN GAMES, AND THE QUANTIFICATION OF THE AGING BODY","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Psychological Well-being and Life Satisfaction","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trent University","funders":"","keywords":"Computer science","score_opus":0.05318147079631618,"score_gpt":0.3676556789773694,"score_spread":0.3144742081810532,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2727885055","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9711776,0.000159575,0.00081407285,0.018988864,0.00053999893,0.0002111544,0.0000024733147,0.000019421332,0.008086889],"genre_scores_gemma":[0.99846727,0.000017797289,0.000046355082,0.00073513144,0.00006552625,0.000019951069,0.0000023337507,0.000006621242,0.00063904555],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99904907,0.00017921012,0.00035090916,0.00020782484,0.00009485104,0.00011811221],"domain_scores_gemma":[0.9988306,0.0002771596,0.00040044196,0.00042821612,0.000054008706,0.000009582374],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014367297,0.00007762946,0.00011955014,0.00010074736,0.00029669286,0.000079892925,0.0001667695,0.000066722074,0.000031178104],"category_scores_gemma":[0.00052799756,0.000048817175,0.000016627819,0.00024619122,0.0003123649,0.00013786223,0.000042125936,0.00022191202,0.0000034435257],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010897645,0.000056178444,0.39778838,0.000037102283,0.00003700657,0.0000016968065,0.007585867,0.000020717505,0.008542315,0.46696317,0.0022221198,0.11663646],"study_design_scores_gemma":[0.0011370529,0.000008249469,0.98558813,0.000069427064,0.000005611186,0.000008254136,0.00045857395,0.00037912585,0.00031881963,0.009281353,0.0026797813,0.00006559293],"about_ca_topic_score_codex":0.00037240743,"about_ca_topic_score_gemma":0.000027490181,"teacher_disagreement_score":0.5877998,"about_ca_system_score_codex":0.000009488721,"about_ca_system_score_gemma":0.000006666634,"threshold_uncertainty_score":0.22819516},"labels":[],"label_agreement":null},{"id":"W2727894746","doi":"10.1093/geroni/igx004.3081","title":"IT HAS GIVEN ME A NEW LIFE: PEER MENTORING IN RESIDENTIAL CARE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"GF Strong Rehabilitation Centre; Toronto Rehabilitation Institute; Research Institute for Aging; University of British Columbia","funders":"","keywords":"Loneliness; Mentorship; Focus group; Psychology; Transformative learning; Qualitative property; Qualitative research; Nursing; Intervention (counseling); Peer mentoring; Medical education; Medicine; Social psychology; Pedagogy; Sociology","score_opus":0.10631648173778106,"score_gpt":0.43818392987032345,"score_spread":0.3318674481325424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2727894746","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87664527,0.00016947607,0.00025064964,0.097690545,0.004379976,0.00046279017,0.0000035716546,0.00006462179,0.020333098],"genre_scores_gemma":[0.9928376,0.000005787114,0.00026202813,0.00035081364,0.00087058643,0.000028477492,0.00002465571,0.00001593203,0.005604102],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99852926,0.00007981145,0.00057424494,0.00020577219,0.00027300522,0.00033789512],"domain_scores_gemma":[0.99896705,0.00006811047,0.0003172003,0.0003281596,0.00027847278,0.00004102751],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007826954,0.00009288489,0.00016899893,0.0004974039,0.00066679507,0.00009500637,0.00020742856,0.000114295864,0.00019217031],"category_scores_gemma":[0.0010300473,0.000101274614,0.000018681056,0.00047340803,0.000022981018,0.0003102261,0.000115538714,0.00042842765,0.00005460851],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060794984,0.000018062841,0.6165796,0.00018500317,0.000010696545,0.000020489779,0.2101426,0.000036418354,0.0010395648,0.0012026827,0.16352986,0.007174242],"study_design_scores_gemma":[0.0029451572,0.00002105615,0.73439246,0.0012108727,0.000011160044,6.753156e-7,0.06291272,0.000064495674,0.00034427925,0.001675496,0.19615471,0.00026692494],"about_ca_topic_score_codex":0.008278196,"about_ca_topic_score_gemma":0.0036650407,"teacher_disagreement_score":0.14722988,"about_ca_system_score_codex":0.00026751088,"about_ca_system_score_gemma":0.00048589698,"threshold_uncertainty_score":0.99832577},"labels":[],"label_agreement":null},{"id":"W2727906057","doi":"10.1093/geroni/igx004.203","title":"EVALUATING THE EFFECTIVENESS OF COMMUNITY REFERRALS BY EMERGENCY MEDICAL SERVICES","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Sinai Health System; Home and Community Care Support Services; Institute for Clinical Evaluative Sciences; University of Toronto","funders":"","keywords":"Referral; Medicine; Cohort; Emergency medical services; Community service; Medical services; Family medicine; Medical emergency; Retrospective cohort study; Emergency medicine; Health care","score_opus":0.1679546414667878,"score_gpt":0.5837960502600242,"score_spread":0.41584140879323644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2727906057","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9837404,0.00003119317,0.0001939196,0.0049227127,0.0016108402,0.00038683024,0.0000050283943,0.000016273665,0.0090927845],"genre_scores_gemma":[0.99825555,0.0000064043284,0.000052103474,0.0008249803,0.0000857107,0.00017444216,0.000060991595,0.000008181402,0.0005316211],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99556327,0.0031092346,0.0007200835,0.000082678074,0.0003802361,0.00014449973],"domain_scores_gemma":[0.99708647,0.0009133931,0.00071609806,0.0004506181,0.00081592007,0.000017494236],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.013023883,0.000071488415,0.00013219916,0.00010693303,0.00173252,0.000010411511,0.0004646988,0.000111058376,0.0005777004],"category_scores_gemma":[0.0028696295,0.000052108804,0.000012914534,0.00043774355,0.000050549563,0.00023798301,0.00015762684,0.0007741294,0.000021119993],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046150867,0.0003083333,0.7485721,0.002105878,0.000039455772,3.5312385e-7,0.038162615,0.000026954296,0.07706032,0.109170035,0.0049833697,0.019109054],"study_design_scores_gemma":[0.00068143185,0.000036785506,0.9692874,0.0016896076,0.000004581813,2.2149439e-7,0.013113699,0.000991003,0.001182742,0.012299073,0.0006245078,0.000088959336],"about_ca_topic_score_codex":0.0023088877,"about_ca_topic_score_gemma":0.0005530866,"teacher_disagreement_score":0.22071527,"about_ca_system_score_codex":0.0000854021,"about_ca_system_score_gemma":0.00043858323,"threshold_uncertainty_score":0.9995671},"labels":[],"label_agreement":null},{"id":"W2727910633","doi":"10.1093/geroni/igx004.2209","title":"A RANDOM CLINICAL TRIAL OF THE EFFECTIVENESS OF DIGITAL AND PAPER CAREGIVING TOOLS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Medical and Biological Sciences","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"The King's University; Western University; University of Toronto","funders":"","keywords":"Null hypothesis; Intervention (counseling); Clinical trial; Randomized controlled trial; Psychology; Sample (material); Sample size determination; Random assignment; Medical education; Clinical psychology; Medicine; Gerontology; Psychiatry; Statistics; Mathematics","score_opus":0.09790544892207645,"score_gpt":0.39280002494951993,"score_spread":0.2948945760274435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2727910633","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9966728,0.000008055051,0.00008971859,0.00085106876,0.00019871285,0.00022486482,0.0000011020026,0.000002296162,0.0019513842],"genre_scores_gemma":[0.99982667,0.0000038885364,0.000022605424,0.00006038151,0.00006494961,0.000004074401,7.6768407e-7,7.246316e-7,0.000015921836],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993464,0.00007224042,0.00031846663,0.000083101,0.00012869484,0.000051116414],"domain_scores_gemma":[0.998952,0.000690005,0.00017704957,0.000109441025,0.000059581616,0.0000119502665],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0023215704,0.000029153294,0.00016920324,0.000022088512,0.000038150796,0.000018324887,0.00008050616,0.00003769524,0.000006934454],"category_scores_gemma":[0.009857416,0.000013391532,0.000025487905,0.0001396496,0.00030312774,0.000095835094,0.00006220871,0.000082308165,1.261974e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003288876,0.00005297783,0.9274586,0.00004781074,0.0000051641787,6.2561685e-7,0.000027952978,1.5125154e-7,0.006055581,0.0012857788,0.0000037785896,0.06177272],"study_design_scores_gemma":[0.016257973,0.00016094235,0.9799413,0.00033602398,0.000004038472,8.64359e-7,0.00003052942,0.000016227,0.0011887081,0.001909027,0.00013329215,0.000021054564],"about_ca_topic_score_codex":0.000013777856,"about_ca_topic_score_gemma":0.0000012990042,"teacher_disagreement_score":0.061751664,"about_ca_system_score_codex":0.000004210567,"about_ca_system_score_gemma":0.000027405205,"threshold_uncertainty_score":0.998483},"labels":[],"label_agreement":null},{"id":"W2727912967","doi":"10.1093/geroni/igx004.2572","title":"FAMILY CAREGIVING IN CONTEXT","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Family Business Performance and Succession","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Visitor pattern; Context (archaeology); Thematic analysis; Ethnography; Care work; Work (physics); Participant observation; Set (abstract data type); Psychology; Sociology; Gender studies; Social psychology; Public relations; Qualitative research; Political science; Geography; Social science; Engineering","score_opus":0.03556066029494569,"score_gpt":0.2767024216052611,"score_spread":0.2411417613103154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2727912967","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9681492,0.000035744662,0.00017809097,0.0012905851,0.00061913347,0.00009540498,1.663547e-7,0.00003866643,0.029593036],"genre_scores_gemma":[0.9968215,0.00000591273,0.000034927598,0.0026263888,0.00037692726,0.000016030534,0.000010673742,0.000012617263,0.00009498667],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991137,0.0000027033495,0.0003544916,0.00018038217,0.00014812278,0.00020064553],"domain_scores_gemma":[0.999295,0.000011319559,0.0002749531,0.0002646681,0.0001520858,0.0000019963225],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004966924,0.00009904406,0.00013026717,0.00081771566,0.0002465728,0.0004818261,0.00027354833,0.000047585894,0.000023723902],"category_scores_gemma":[0.00018927421,0.000098144505,0.000012662922,0.0007802359,0.00003513726,0.0032135767,0.00014786923,0.00015077172,0.000070239985],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000714052,0.000015054448,0.9379364,0.000067927336,9.865032e-7,0.0000123535865,0.0001241621,0.00008152299,0.0014461968,0.011404226,0.0003767998,0.0485272],"study_design_scores_gemma":[0.0006265621,7.836489e-7,0.9791336,0.00041214234,0.0000011525487,2.395203e-7,0.00083385716,0.0065741125,0.00006472935,0.0013196629,0.010885971,0.00014720131],"about_ca_topic_score_codex":0.0033319606,"about_ca_topic_score_gemma":0.00092007796,"teacher_disagreement_score":0.04838,"about_ca_system_score_codex":0.000043100616,"about_ca_system_score_gemma":0.000017423075,"threshold_uncertainty_score":0.503695},"labels":[],"label_agreement":null},{"id":"W2727932030","doi":"10.1093/geroni/igx004.2723","title":"ELDER ABUSE IN THE LGBT COMMUNITY: A HIDDEN PROBLEM","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Loneliness; Transgender; Lesbian; Neglect; Queer; Domestic violence; Ethnic group; Elder abuse; Population; Psychology; Gerontology; Medicine; Gender studies; Sociology; Psychiatry; Suicide prevention; Poison control; Medical emergency; Demography","score_opus":0.07387656358004904,"score_gpt":0.37164198740091214,"score_spread":0.29776542382086313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2727932030","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9114724,0.000029037097,0.000040450475,0.0046634814,0.0000780503,0.00018024351,2.3660067e-7,0.000022662294,0.08351345],"genre_scores_gemma":[0.99840784,0.00006365418,0.00019415423,0.0010418575,0.00007126181,0.00003074461,0.0000017922738,0.000004591875,0.00018407503],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9990644,0.00030366352,0.00020898973,0.000074241456,0.00017197276,0.00017674924],"domain_scores_gemma":[0.9993617,0.00012557476,0.00012313953,0.00031336944,0.00006859102,0.000007653356],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022941532,0.000050064977,0.00006650673,0.00018276452,0.0010023499,0.00020394253,0.0005792295,0.000046678706,0.000028654164],"category_scores_gemma":[0.00021727404,0.00004205211,0.000010493525,0.00067784986,0.00011384396,0.00039074747,0.00003436246,0.00036356776,0.000011926028],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000046534224,0.00008985725,0.23998916,0.000012352373,0.0000048569295,0.000012040873,0.64788824,0.0000016788258,0.00022918016,0.06194473,0.0008557375,0.048967484],"study_design_scores_gemma":[0.0017064069,0.00005443315,0.58081025,0.0013633581,0.000010228409,0.0000043736272,0.12152179,0.000053059615,0.00083124434,0.22777359,0.06533372,0.0005375642],"about_ca_topic_score_codex":0.016362587,"about_ca_topic_score_gemma":0.03850655,"teacher_disagreement_score":0.5263665,"about_ca_system_score_codex":0.000043157765,"about_ca_system_score_gemma":0.000057672878,"threshold_uncertainty_score":0.9901875},"labels":[],"label_agreement":null},{"id":"W2727951247","doi":"10.1093/geroni/igx004.4882","title":"INTERINSTITUTIONAL RELOCATIONS: DEVELOPING GUIDELINES AND MOBILIZING KNOWLEDGE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Relocation; Accommodation; Redevelopment; Presentation (obstetrics); Outreach; Bridging (networking); Business; Knowledge translation; Best practice; Nursing; Relevance (law); Public relations; Medical education; Medicine; Knowledge management; Psychology; Political science; Computer science","score_opus":0.22991174045130247,"score_gpt":0.5078898631967677,"score_spread":0.2779781227454652,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2727951247","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9511839,0.00046449184,0.014794423,0.014267643,0.002611702,0.00032144974,0.0000024133647,0.00008676131,0.016267208],"genre_scores_gemma":[0.9913879,0.00005735262,0.0071743834,0.00031655093,0.00034164666,0.000061870196,0.00001511213,0.000008200471,0.00063696335],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9989665,0.000041528823,0.0005892789,0.00016382283,0.00007062428,0.0001682211],"domain_scores_gemma":[0.99885017,0.00009803153,0.00025218984,0.00020183546,0.00058365235,0.000014107747],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00088141975,0.00007311528,0.00011076554,0.00032759394,0.0011846724,0.000039825514,0.00011520909,0.000066320776,0.000021134882],"category_scores_gemma":[0.0014131977,0.00007281474,0.000008494661,0.0003098855,0.00006176169,0.0002868209,0.0001267337,0.00019853264,0.000025617153],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002350403,0.000029453515,0.38598236,0.0004188569,0.000016985043,0.0000045438746,0.016762504,0.00002269954,0.0019448652,0.4207114,0.0125318095,0.161551],"study_design_scores_gemma":[0.0012727936,0.00001267418,0.8003249,0.0029358724,0.000007601271,0.0000074487466,0.009865317,0.00095871324,0.0002216615,0.014896551,0.1691708,0.00032566176],"about_ca_topic_score_codex":0.0002771309,"about_ca_topic_score_gemma":0.00027146714,"teacher_disagreement_score":0.41434255,"about_ca_system_score_codex":0.00016463514,"about_ca_system_score_gemma":0.00030191505,"threshold_uncertainty_score":0.91116613},"labels":[],"label_agreement":null},{"id":"W2727968995","doi":"10.1093/geroni/igx004.935","title":"ASSESSING FAMILY CARE CONFERENCES IN LONG-TERM CARE: LESSONS LEARNED FROM CONTENT ANALYSIS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; McMaster University; Hamilton Health Sciences","funders":"","keywords":"Palliative care; Content analysis; Nursing; Scale (ratio); Feeling; Psychology; End-of-life care; Medicine; Social psychology; Sociology","score_opus":0.4575036559758256,"score_gpt":0.5086319223062626,"score_spread":0.051128266330437044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2727968995","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9913011,0.0015658129,0.002250098,0.0011205202,0.00014353798,0.0001100348,0.000013291499,0.000017645096,0.0034779694],"genre_scores_gemma":[0.9985113,0.00018045459,0.0007050671,0.00016187203,0.00006262485,0.000010735373,0.00033145753,0.00000794589,0.000028532908],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988582,0.000049239283,0.00047596806,0.00024810235,0.00021725999,0.00015119447],"domain_scores_gemma":[0.99867,0.00010046806,0.00034885918,0.00032046565,0.0005391659,0.000021083211],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022537685,0.00011167888,0.00040350753,0.00066021574,0.00008444916,0.00011807159,0.00013773037,0.000073634226,0.000019357012],"category_scores_gemma":[0.00047232973,0.00010607383,0.000050955743,0.000722073,0.00008052414,0.0002726075,0.000047189093,0.00019471151,0.000002061502],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014479298,0.000016471398,0.9350682,0.00006773706,0.00009159765,0.000034612098,0.008096959,0.000024923427,0.006121996,0.00033886053,0.0000033379122,0.050120853],"study_design_scores_gemma":[0.0009845749,0.0000129916625,0.963438,0.0014826942,0.000099895566,1.4281494e-7,0.027632043,0.00015587592,0.005894323,0.00007465582,0.00012329362,0.000101558566],"about_ca_topic_score_codex":0.005647566,"about_ca_topic_score_gemma":0.0020524915,"teacher_disagreement_score":0.050019294,"about_ca_system_score_codex":0.00014814886,"about_ca_system_score_gemma":0.00015346488,"threshold_uncertainty_score":0.85374683},"labels":[],"label_agreement":null},{"id":"W2727974599","doi":"10.1093/geroni/igx004.3228","title":"ANTIDEMENTIA MEDICATION USE IS ASSOCIATED WITH DECREASED INFORMAL COSTS IN MILD DEMENTIA","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Dementia; Medicine; Activities of daily living; Population; Gerontology; Demography; Physical therapy; Internal medicine; Environmental health","score_opus":0.28128110347392216,"score_gpt":0.41836661096616745,"score_spread":0.1370855074922453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2727974599","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98041356,0.00009398309,0.0029116361,0.013137328,0.00025604854,0.00046548925,0.00005290713,0.000029433035,0.0026396103],"genre_scores_gemma":[0.99057895,0.000020565158,0.0011500538,0.00783346,0.000052304847,0.00007193781,0.00016427865,0.000017793325,0.00011063209],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99592096,0.00009090579,0.003212333,0.0003313367,0.0001234661,0.00032097782],"domain_scores_gemma":[0.99562156,0.0002726063,0.0034475527,0.0004771489,0.00013405271,0.000047107278],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012131745,0.00013475645,0.00042893083,0.00094367575,0.0002512024,0.00026519026,0.0002734959,0.00010801122,0.00015128046],"category_scores_gemma":[0.0054734037,0.00017539506,0.000021508167,0.00049216166,0.0000616446,0.002045588,0.00005097631,0.00018672385,0.00012580294],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007685044,0.00004583098,0.9739987,0.00003061892,0.000040921106,0.0000011006938,0.0009498476,0.00004793065,0.000004085946,0.02264548,0.0019290036,0.00029876005],"study_design_scores_gemma":[0.0017711056,0.000014372822,0.98523664,0.0003165792,0.0000038510525,6.2217396e-7,0.00023408135,0.007441077,0.00003391021,0.0011847832,0.0035628749,0.00020012613],"about_ca_topic_score_codex":0.0037257378,"about_ca_topic_score_gemma":0.002272335,"teacher_disagreement_score":0.021460699,"about_ca_system_score_codex":0.00050552917,"about_ca_system_score_gemma":0.00014200776,"threshold_uncertainty_score":0.7152403},"labels":[],"label_agreement":null},{"id":"W2727985064","doi":"10.1093/geroni/igx004.2082","title":"LONG-TERM CARE HOME, STAFF, AND DINING ROOM CHARACTERISTICS ASSOCIATED WITH RESIDENTS’ FOOD INTAKE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Urban Agriculture and Sustainability","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Guelph; University of Alberta; University of Toronto; University of Waterloo; University of Manitoba; Université de Moncton","funders":"","keywords":"Term (time); Long-term care; Gerontology; Medicine; Environmental health; Food science; Psychology; Nursing; Biology","score_opus":0.021061723245638847,"score_gpt":0.24016551989439713,"score_spread":0.2191037966487583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2727985064","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9988125,0.000039934082,0.0000060069474,0.00058910757,0.00006580268,0.00015410915,0.000018346022,0.000036612724,0.00027760892],"genre_scores_gemma":[0.999535,0.000005257323,0.000013748712,0.00005488388,0.000095319105,0.000010558134,0.00017000882,0.0000010049504,0.000114185525],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99913186,0.0000339745,0.0002531383,0.0002311371,0.00015265314,0.00019725497],"domain_scores_gemma":[0.9992782,0.000061942446,0.00026783883,0.00007433067,0.0002920721,0.000025602265],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022878943,0.00011010965,0.00014651129,0.000026807202,0.00040639247,0.00030848585,0.00016461864,0.00007174342,0.000014806786],"category_scores_gemma":[0.00027345255,0.00004424737,0.000012641828,0.00033771447,0.00005149281,0.00029101167,0.000085692154,0.00015470838,6.944412e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010112906,0.000029437255,0.97754604,0.000014450334,0.00000803074,0.000009305206,0.00066953106,2.1605085e-7,0.001474727,0.00024998482,0.000021529151,0.019966638],"study_design_scores_gemma":[0.00019089883,0.00014707097,0.99770784,0.00011482233,0.0000049264627,0.0000014772808,0.001262587,0.0000032084156,0.00017503214,0.00016408163,0.000091809015,0.00013621266],"about_ca_topic_score_codex":0.00011104393,"about_ca_topic_score_gemma":0.0023603057,"teacher_disagreement_score":0.020161835,"about_ca_system_score_codex":0.00008437024,"about_ca_system_score_gemma":0.000010630629,"threshold_uncertainty_score":0.31256834},"labels":[],"label_agreement":null},{"id":"W2727986766","doi":"10.1093/geroni/igx004.4881","title":"ENHANCING KNOWLEDGE MOBILIZATION AND COMMERCIAL OUTCOMES IN AGING AND TECHNOLOGY","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; University Health Network; Fraser Institute; Simon Fraser University","funders":"","keywords":"Mobilization; Business; Political science","score_opus":0.026652661606338175,"score_gpt":0.35127995944798396,"score_spread":0.3246272978416458,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2727986766","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9857607,0.00009223591,0.00051954016,0.011520569,0.0001821005,0.00019412106,5.105182e-7,0.000120660545,0.0016095715],"genre_scores_gemma":[0.99909216,0.000038762573,0.0006331234,0.00007734636,0.00003054879,0.000023017763,0.0000012427478,0.000007633051,0.00009615116],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99912024,0.000044788212,0.0003083863,0.00022255951,0.00008341379,0.00022061073],"domain_scores_gemma":[0.99943864,0.000082104394,0.00017175182,0.00018396371,0.000110760506,0.000012785182],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009465465,0.000082129816,0.00015601594,0.0010168945,0.0005432455,0.00010381388,0.00019248233,0.00016529537,0.0000033454253],"category_scores_gemma":[0.0014795588,0.00009404512,0.000004711073,0.0008987711,0.0004048469,0.00044013027,0.00016107655,0.00022585916,0.0000018658905],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[7.4476014e-7,0.000015208718,0.90880394,0.00001081798,0.0000018939182,0.0000021800922,0.009086161,5.6490904e-7,0.0012188031,0.041728973,0.0000065444738,0.039124154],"study_design_scores_gemma":[0.00077367626,0.000008938304,0.96964705,0.000214982,0.0000026643065,0.0000015591872,0.007908658,0.00013593651,0.002918455,0.016838042,0.0013733942,0.0001766613],"about_ca_topic_score_codex":0.0009095807,"about_ca_topic_score_gemma":0.03214276,"teacher_disagreement_score":0.060843077,"about_ca_system_score_codex":0.00009282123,"about_ca_system_score_gemma":0.000058007052,"threshold_uncertainty_score":0.9855181},"labels":[],"label_agreement":null},{"id":"W2727990213","doi":"10.1093/geroni/igx004.4511","title":"THE DRUG BURDEN INDEX: A TOOL TO ASSESS THE FUNCTIONAL BURDEN OF MEDICATIONS IN OLDER ADULTS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Anticholinergic; Observational study; Medical prescription; Sedative; Pharmacy; Gerontology; Health care; Epidemiology; Geriatrics; Psychiatry; Family medicine; Nursing; Pharmacology","score_opus":0.10740280281100235,"score_gpt":0.4172531351661077,"score_spread":0.30985033235510534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2727990213","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9104271,0.000039761308,0.00054868136,0.085098155,0.00033074856,0.00047947592,0.0000019198956,0.000009168023,0.0030650136],"genre_scores_gemma":[0.9979919,0.000013928941,0.00008957158,0.0011329995,0.00019638024,0.00007105111,0.000009211243,0.000006508801,0.00048843585],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99889416,0.00004717605,0.00044951338,0.00012707103,0.00034529087,0.00013680314],"domain_scores_gemma":[0.9986367,0.00050808844,0.0002620452,0.00035364667,0.00021734627,0.00002217086],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011953113,0.00006688208,0.000109745066,0.00016359331,0.00021699816,0.00005079827,0.00020290515,0.000030410398,0.00006566724],"category_scores_gemma":[0.0015884144,0.000040673833,0.0000190371,0.00048317306,0.00007421161,0.00019720454,0.00008365293,0.0003094707,0.000010697868],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000263222,0.00008603945,0.9243771,0.0000736523,0.00004546644,0.0000053632593,0.006041712,0.0003827267,0.00069743185,0.012840083,0.0016022938,0.053584915],"study_design_scores_gemma":[0.001414583,0.000010495194,0.9704627,0.0002988107,0.000013105456,0.0000033809838,0.0017960381,0.007045291,0.00019144973,0.00047927463,0.01822249,0.000062385654],"about_ca_topic_score_codex":0.00044517286,"about_ca_topic_score_gemma":0.00007120044,"teacher_disagreement_score":0.08756483,"about_ca_system_score_codex":0.00005139569,"about_ca_system_score_gemma":0.000093814095,"threshold_uncertainty_score":0.19015951},"labels":[],"label_agreement":null},{"id":"W2728014099","doi":"10.1093/geroni/igx004.4016","title":"MONTREAL COGNITIVE ASSESSMENT (HEARING IMPAIRED) (GERMAN VERSION) IN GERIATRIC COGNITIVE SCREENING","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Audiology; Cognition; Cognitive test; Test (biology); Cognitive Assessment System; Medicine; Cognitive impairment; Hearing test; Hearing loss; Cognitive decline; Psychology; Psychiatry; Disease; Dementia","score_opus":0.037963912394460494,"score_gpt":0.3914162477215727,"score_spread":0.3534523353271122,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2728014099","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9574532,0.000026751106,0.0028065569,0.00081430736,0.00010462963,0.00070852216,0.000008705143,0.00003943564,0.038037892],"genre_scores_gemma":[0.9984884,0.000019559457,0.00039185744,0.000323764,0.00012270162,0.00009682918,0.00013508205,0.000022273998,0.0003995249],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99802905,0.000086307315,0.0005201848,0.00038904732,0.00051616057,0.00045925786],"domain_scores_gemma":[0.99882674,0.00016804728,0.00025342568,0.00018392883,0.00050243567,0.00006541787],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012149303,0.00017278873,0.0002740129,0.0012116028,0.00031015542,0.00016995479,0.00012088017,0.00007573983,0.00024629364],"category_scores_gemma":[0.0006136701,0.00018122315,0.000044552013,0.0008824041,0.00009961161,0.000574795,0.00019292145,0.0005158609,0.000035578312],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021107332,0.00019038505,0.8921022,0.00005331239,0.000042137657,0.00028655754,0.00049175555,0.0000017148863,0.0010103066,0.00014071642,0.00003794465,0.10543192],"study_design_scores_gemma":[0.006609724,0.00014384362,0.9863557,0.001212308,0.000034200504,0.000015913636,0.0019396006,0.0017504834,0.001523887,0.00020383652,0.000038659102,0.0001718038],"about_ca_topic_score_codex":0.00081702875,"about_ca_topic_score_gemma":0.00009454851,"teacher_disagreement_score":0.10526012,"about_ca_system_score_codex":0.00019523676,"about_ca_system_score_gemma":0.00018623858,"threshold_uncertainty_score":0.7390065},"labels":[],"label_agreement":null},{"id":"W2728051827","doi":"10.1093/geroni/igx004.3487","title":"VITAMIN D DEFICIENCY IN GAIT AND COGNITION. LESSONS LEARNED FROM THE GAIT & BRAIN STUDY","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Retinoids in leukemia and cellular processes","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Gait; Vitamin D and neurology; Cognition; vitamin D deficiency; Medicine; Physical medicine and rehabilitation; Neuroprotection; Cognitive decline; Physical therapy; Psychology; Internal medicine; Dementia; Psychiatry; Disease","score_opus":0.04662810283342492,"score_gpt":0.3277615357794865,"score_spread":0.28113343294606163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2728051827","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9938452,0.00021559346,0.0011117972,0.0029631907,0.000067742716,0.0001621253,0.0000062311774,0.000005789599,0.0016222779],"genre_scores_gemma":[0.9988827,0.00004886414,0.0001588532,0.00043079111,0.00008073859,0.00003272279,0.00007866959,0.000010029409,0.0002766231],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99915266,0.00006751503,0.00025020656,0.00028774366,0.000101950056,0.0001399256],"domain_scores_gemma":[0.99938184,0.000047985253,0.00014381483,0.0003368822,0.00007904567,0.000010438051],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006134537,0.000093108276,0.00008643473,0.00006660501,0.00021484074,0.0001257002,0.00023020177,0.000068355504,0.000009579948],"category_scores_gemma":[0.0007463909,0.00008011305,0.000010953192,0.00018364463,0.00009519333,0.000012679061,0.00013507644,0.00014725035,0.0000039780393],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033448647,0.00015999183,0.5152604,0.000020329288,0.000015665462,0.000009003656,0.0017717541,0.00004353893,0.4610775,0.00085170096,0.0006539467,0.020102706],"study_design_scores_gemma":[0.004017062,0.00013464082,0.88115656,0.00020366078,0.000022914159,0.000010421746,0.00589573,0.00016293938,0.08379164,0.011263379,0.012757193,0.00058385625],"about_ca_topic_score_codex":0.00017882841,"about_ca_topic_score_gemma":0.0005072068,"teacher_disagreement_score":0.37728587,"about_ca_system_score_codex":0.000013248367,"about_ca_system_score_gemma":0.00005169544,"threshold_uncertainty_score":0.32669154},"labels":[],"label_agreement":null},{"id":"W2728052647","doi":"10.1093/geroni/igx004.1667","title":"MONTREAL COGNITIVE ASSESSMENT VS. ROWLAND UNIVERSAL DEMENTIA ASSESSMENT SCALE FOR COGNITIVE SCREENING","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University","funders":"","keywords":"Montreal Cognitive Assessment; Dementia; Cognition; Cognitive impairment; Memory clinic; Outpatient clinic; Medicine; Memory impairment; Audiology; Psychology; Psychiatry; Internal medicine; Gerontology; Disease","score_opus":0.03647393969968561,"score_gpt":0.39614112048039885,"score_spread":0.35966718078071325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2728052647","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.795375,0.000017028864,0.1640192,0.0015872736,0.00013244172,0.0014157409,0.000051592157,0.00004257406,0.03735919],"genre_scores_gemma":[0.9934755,0.000014451623,0.0044319285,0.00046529676,0.0001588187,0.00024839325,0.00046223914,0.000029089777,0.0007142698],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979859,0.00007084049,0.00047683532,0.00044841925,0.00054008444,0.00047790242],"domain_scores_gemma":[0.998012,0.00021330157,0.00033622014,0.00019410125,0.001162972,0.00008138539],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011818392,0.0002021401,0.00030783552,0.0005814074,0.0005792799,0.0002506804,0.00014034138,0.00007696842,0.00020214438],"category_scores_gemma":[0.00027142558,0.00020667734,0.0000680096,0.00036372797,0.00015458518,0.0005117309,0.00015367451,0.0003419889,0.0000064291944],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039557743,0.0002838355,0.92549646,0.00008233838,0.0002307018,0.0000552628,0.0002486367,0.0000019275121,0.0010708466,0.000535122,0.00016003959,0.07143922],"study_design_scores_gemma":[0.01100949,0.000416455,0.97723293,0.0009047999,0.00021435466,0.000008169973,0.0028360158,0.004215001,0.0023991405,0.00030871108,0.0002441097,0.00021079181],"about_ca_topic_score_codex":0.00027446175,"about_ca_topic_score_gemma":0.00011170102,"teacher_disagreement_score":0.19810055,"about_ca_system_score_codex":0.00016053105,"about_ca_system_score_gemma":0.00029978753,"threshold_uncertainty_score":0.84280574},"labels":[],"label_agreement":null},{"id":"W2728087719","doi":"10.1093/geroni/igx004.656","title":"EFFECTS OF AMYLOID ON CHANGES IN COGNITIVE AND PHYSICAL FUNCTION IN VASCULAR COGNITIVE IMPAIRMENT","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Cognition; Digit symbol substitution test; Stroop effect; Cognitive decline; Psychology; Medicine; Cognitive test; Internal medicine; Audiology; Disease; Pathology; Dementia; Neuroscience","score_opus":0.022032347163298282,"score_gpt":0.3385379976748708,"score_spread":0.31650565051157253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2728087719","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99693054,0.000038115395,0.00014042792,0.00038703333,0.000047682617,0.0009349849,0.0000022049921,0.000008195547,0.0015108383],"genre_scores_gemma":[0.99940795,0.000034923698,0.000008571606,0.00026083548,0.000052777767,0.00016815904,0.000020970205,0.00000963553,0.000036165762],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99897003,0.000071466435,0.00021828,0.00024129581,0.00029256914,0.00020636612],"domain_scores_gemma":[0.99936366,0.00020321309,0.0001246163,0.00008308432,0.00020151032,0.000023901095],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056993746,0.00010876235,0.00022846351,0.0008063592,0.000048516096,0.000025304127,0.000036296547,0.000042115018,0.000015856514],"category_scores_gemma":[0.0005270345,0.00010332841,0.000018720646,0.00047526177,0.000099816985,0.00013509742,0.000055098473,0.00024052111,0.0000038859525],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00068983954,0.000902403,0.9035358,0.00035234136,0.000045787696,0.00007857766,0.0017979483,6.807541e-7,0.01788465,0.00028204086,0.000004269448,0.074425675],"study_design_scores_gemma":[0.007064561,0.0007948806,0.93409055,0.0023329444,0.000025830172,0.0000011212136,0.0010388754,0.00023478972,0.05394654,0.00038179476,0.000005486132,0.00008260471],"about_ca_topic_score_codex":0.0001042049,"about_ca_topic_score_gemma":0.00005875415,"teacher_disagreement_score":0.07434307,"about_ca_system_score_codex":0.00007116742,"about_ca_system_score_gemma":0.00003752553,"threshold_uncertainty_score":0.42136103},"labels":[],"label_agreement":null},{"id":"W2728088641","doi":"10.1093/geroni/igx004.2516","title":"ORGANIZATIONAL CULTURE AND WORKFORCE CONTRIBUTIONS TO QUALITY IN LONG-TERM CARE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Teamwork; Workforce; Facilitation; Organizational culture; Work (physics); Sustainability; Culture change; Change management (ITSM); Resource (disambiguation); Quality (philosophy); Knowledge management; Quality management; Business; Process management; Public relations; Nursing; Psychology; Operations management; Engineering; Medicine; Political science; Marketing; Computer science; Sociology; Management system; Lean manufacturing","score_opus":0.04652918522881174,"score_gpt":0.45443400600222383,"score_spread":0.4079048207734121,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2728088641","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9894809,0.00013184456,0.001295025,0.005166061,0.0005606,0.0003727858,0.000032114684,0.000031124182,0.002929549],"genre_scores_gemma":[0.9984102,0.0000107041715,0.00018617402,0.00041699357,0.0001904067,0.000031052383,0.00015482145,0.000007583543,0.0005920341],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99902207,0.00008205989,0.00042205548,0.00016461273,0.000110428526,0.00019878763],"domain_scores_gemma":[0.99893606,0.00006840455,0.00018821712,0.00019671954,0.0005829007,0.000027701022],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045190868,0.00007040896,0.00013310787,0.0002277861,0.0006531199,0.000040030514,0.00009873491,0.00010524113,0.00004254378],"category_scores_gemma":[0.0009804363,0.00007046199,0.000007189748,0.0006548894,0.000025163368,0.00014158116,0.00007632438,0.0002698023,0.000014838344],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010478728,0.000008785027,0.96041816,0.000056819874,0.0000015399455,0.0000018043504,0.014729678,0.0000041721546,0.00031743027,0.021693138,0.00050230575,0.0022556863],"study_design_scores_gemma":[0.00068927713,0.000005997324,0.99264854,0.0003249863,0.0000019027433,4.5100745e-7,0.0041723717,0.000002996525,0.00006408272,0.0010945967,0.000909385,0.000085428845],"about_ca_topic_score_codex":0.00034324784,"about_ca_topic_score_gemma":0.0010850264,"teacher_disagreement_score":0.032230362,"about_ca_system_score_codex":0.00026976754,"about_ca_system_score_gemma":0.00013081769,"threshold_uncertainty_score":0.50233364},"labels":[],"label_agreement":null},{"id":"W2728101509","doi":"10.1093/geroni/igx004.1786","title":"ENVISIONING AND DEVELOPING A SYSTEM TO MEET LAST STAGES OF LIFE CARE NEEDS OF PATIENTS AND FAMILIES","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; Sinai Health System; University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Palliative care; Narrative; Context (archaeology); Family caregivers; Social work; Appreciative inquiry; Nursing; Qualitative research; Medicine; Psychology; Public relations; Medical education; Sociology; Political science; Pedagogy","score_opus":0.068912259614725,"score_gpt":0.37472447194337444,"score_spread":0.3058122123286494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2728101509","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9983195,0.00033051224,0.00041870438,0.000116704985,0.000051496183,0.00011392061,0.000008379933,0.0000059818876,0.00063478114],"genre_scores_gemma":[0.9971623,0.000039351304,0.0027077259,0.000054248187,0.00001462184,0.0000034279394,0.0000075380135,0.000005298472,0.000005498331],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993927,0.000011252328,0.00034246463,0.00007096857,0.00011839998,0.00006423822],"domain_scores_gemma":[0.99919313,0.000053224372,0.00024490585,0.00009991913,0.0003921458,0.000016657366],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014331302,0.000058158003,0.00022051943,0.00039436485,0.00004390456,0.000009165268,0.00003808213,0.000027319393,4.6056962e-7],"category_scores_gemma":[0.000627634,0.000053418436,0.0000067853102,0.00025085162,0.00004478734,0.000083340645,0.00006362284,0.000030557476,7.2948815e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018842988,0.000004354814,0.9711014,0.0009766989,0.000012674804,4.822736e-7,0.01965998,0.000006255018,0.0017439392,0.0019165603,0.000012594596,0.0045462144],"study_design_scores_gemma":[0.0009140706,0.000061701605,0.93361896,0.0059893494,0.000009258892,2.459331e-7,0.044124875,0.00003353059,0.014801689,0.000012580815,0.00036608236,0.00006763706],"about_ca_topic_score_codex":0.0001199052,"about_ca_topic_score_gemma":0.000020581901,"teacher_disagreement_score":0.037482426,"about_ca_system_score_codex":0.00002845781,"about_ca_system_score_gemma":0.00003958969,"threshold_uncertainty_score":0.21783406},"labels":[],"label_agreement":null},{"id":"W2728103184","doi":"10.1093/geroni/igx004.2472","title":"BARRIERS AND FACILITATORS TO DEPRESCRIBING IN PRACTICE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut Universitaire de Gériatrie de Montréal","funders":"","keywords":"Deprescribing; Focus group; Enabling; Thematic analysis; Nursing; Multidisciplinary approach; Medicine; Qualitative research; Family medicine; Psychology; Polypharmacy; Sociology","score_opus":0.11705722424024614,"score_gpt":0.44182834197031595,"score_spread":0.32477111773006984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2728103184","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9735273,0.000033098888,0.0002311169,0.016319573,0.00014669623,0.00022029328,9.621001e-7,0.000012097744,0.009508864],"genre_scores_gemma":[0.99413383,0.000009481791,0.0014198368,0.0043253317,0.000023445984,0.000010141373,0.0000013872966,0.000005238694,0.00007128068],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993114,0.00003096368,0.00025166324,0.00014670969,0.00012554911,0.0001337409],"domain_scores_gemma":[0.9994384,0.00017307067,0.000100057674,0.00016155792,0.00006680534,0.00006009124],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007347525,0.000057538757,0.000101886486,0.00026713934,0.00008778542,0.00006044269,0.000050897754,0.000027793592,0.000018577039],"category_scores_gemma":[0.0076524997,0.00005614463,0.0000064515266,0.00027614532,0.000025542986,0.0006126469,0.000056927584,0.00021389469,0.000007847278],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008517164,0.000010276492,0.98248005,0.000025847048,0.000006161301,0.000037373153,0.0011069552,0.000015080502,0.0010446964,0.0019472688,0.000044136737,0.013196966],"study_design_scores_gemma":[0.0023350886,0.000057787125,0.9319152,0.000308019,0.000020344762,0.000024913577,0.0028916646,0.0022043874,0.001308013,0.00034708352,0.058417477,0.00016999451],"about_ca_topic_score_codex":0.00022798612,"about_ca_topic_score_gemma":0.000021805954,"teacher_disagreement_score":0.05837334,"about_ca_system_score_codex":0.000053718326,"about_ca_system_score_gemma":0.000030800376,"threshold_uncertainty_score":0.916131},"labels":[],"label_agreement":null},{"id":"W2728112962","doi":"10.1093/geroni/igx004.3562","title":"PREDICTORS OF LIVING TO AGE 90 AMONG THE MEN OF MANITOBA FOLLOW-UP STUDY","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging, Elder Care, and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Cohort; Anthropometry; Aircrew; Gerontology; Demography; Cohort study; Life course approach; Pediatrics; Psychology; Internal medicine","score_opus":0.06134682386263978,"score_gpt":0.39803791721784043,"score_spread":0.33669109335520064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2728112962","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9822497,0.000009943764,0.00015820065,0.00024614902,0.00090074766,0.00083850755,0.000003307289,0.000029157913,0.015564286],"genre_scores_gemma":[0.9985772,0.0000023343694,0.000035605543,0.0002124878,0.0002449876,0.00007896097,0.0000019348497,0.000015828324,0.0008306573],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983867,0.00023055926,0.00073071173,0.00015390848,0.00027901496,0.00021915304],"domain_scores_gemma":[0.99810433,0.0004043791,0.00069206115,0.0004422769,0.00033657672,0.000020348887],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018939391,0.000091964095,0.00024200193,0.00022281735,0.000743786,0.000020723617,0.00037976354,0.000069149784,0.00002657212],"category_scores_gemma":[0.0017958245,0.000074959215,0.000025814536,0.00042609312,0.0000770108,0.00018786157,0.00024312884,0.00029889581,0.00000468566],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004720266,0.000028273482,0.7968401,0.00004556739,0.000021249854,0.0000015759559,0.20123152,0.0000033295937,0.00018385696,0.0006590706,0.00055044016,0.0004303197],"study_design_scores_gemma":[0.0002047503,0.000025311701,0.7875947,0.0005846154,0.000010084855,1.8262389e-8,0.21109408,0.00001540942,0.000069880145,0.00022285478,0.00012269648,0.000055644126],"about_ca_topic_score_codex":0.009702782,"about_ca_topic_score_gemma":0.011616468,"teacher_disagreement_score":0.016327504,"about_ca_system_score_codex":0.000081488084,"about_ca_system_score_gemma":0.00007022361,"threshold_uncertainty_score":0.9968917},"labels":[],"label_agreement":null},{"id":"W2728161235","doi":"10.1093/geroni/igx004.898","title":"ERRORLESS TRAINING CHANGES VISUOMOTOR CONTROL IN REACHING UNDER VISUAL DEFICIENCY AMONG OLD ADULTS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Tactile and Sensory Interactions","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Gaze; Psychology; Fixation (population genetics); Eye–hand coordination; Physical medicine and rehabilitation; Eye movement; Proprioception; Cognitive psychology; Task (project management); Eye tracking; Developmental psychology; Audiology; Artificial intelligence; Medicine; Computer science; Neuroscience","score_opus":0.0785862495101848,"score_gpt":0.3522199859758284,"score_spread":0.2736337364656436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2728161235","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99298614,0.0000018475705,0.0013033394,0.0015044317,0.00062415627,0.0002250659,0.0000043934847,0.0000631859,0.0032874641],"genre_scores_gemma":[0.99833643,0.0000026670086,0.000032057258,0.001251279,0.00011484313,0.00004184011,0.0000023189507,0.000018565464,0.00019997924],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9985559,0.00008948537,0.0004167339,0.0003849276,0.00021698179,0.00033596455],"domain_scores_gemma":[0.99905604,0.00023110422,0.00036729005,0.00026184472,0.000058572783,0.000025172967],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028991618,0.00013748997,0.00017236425,0.0007165445,0.00042541893,0.00023483811,0.00025848133,0.000066933244,0.000022941425],"category_scores_gemma":[0.0011452809,0.0001464625,0.000021692376,0.00052408886,0.00008734837,0.0008627349,0.000042215386,0.0004304278,0.000011959273],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008061123,0.0001901085,0.15859757,0.000033925608,0.0000032752912,0.00008340086,0.016926154,0.0007669757,0.7830548,0.017835286,0.000018025052,0.022409849],"study_design_scores_gemma":[0.003472668,0.000090063055,0.8369255,0.00092140544,0.0000071697805,0.000037623406,0.010937212,0.06225176,0.08321556,0.0011310672,0.0003744383,0.00063550955],"about_ca_topic_score_codex":0.0005852678,"about_ca_topic_score_gemma":0.0011531417,"teacher_disagreement_score":0.69983923,"about_ca_system_score_codex":0.00012315133,"about_ca_system_score_gemma":0.000031234267,"threshold_uncertainty_score":0.5972567},"labels":[],"label_agreement":null},{"id":"W2728179182","doi":"10.1093/geroni/igx004.2290","title":"ORAL HEALTH IN LATER LIFE: RESEARCH CHALLENGES, OPPORTUNITIES, AND INNOVATIONS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dental Health and Care Utilization","field":"Dentistry","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Oral health; Business; Medicine; Family medicine","score_opus":0.37021613237802964,"score_gpt":0.47060033154138914,"score_spread":0.1003841991633595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2728179182","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9744222,0.00068109523,0.00007760186,0.014726685,0.0005173416,0.00031810714,0.000012647394,0.00003710038,0.009207218],"genre_scores_gemma":[0.99698126,0.00054780324,0.00011288513,0.0013042879,0.00007839047,0.000038075796,0.00010348633,0.0000149996995,0.0008188212],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9983865,0.00014021307,0.0006198252,0.00024181866,0.0002671423,0.00034448772],"domain_scores_gemma":[0.99903923,0.0000526175,0.00021309732,0.00032217064,0.00031760332,0.00005527407],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029656393,0.000084660474,0.00015157665,0.0010332018,0.0003842802,0.00017467614,0.00016705588,0.000081843,0.00003939105],"category_scores_gemma":[0.00052551576,0.00009661636,0.000006029511,0.0007525404,0.00009412616,0.0005124196,0.00012565748,0.00036301874,0.000018101526],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003822064,0.00011283747,0.34177426,0.0004020042,0.0000057766088,0.000068710615,0.0021711474,0.0000052652554,0.000069865644,0.2638637,0.0062942575,0.38519394],"study_design_scores_gemma":[0.00082619383,0.00002675774,0.96171135,0.00024697042,4.3308316e-7,0.000012040846,0.002860004,0.0003165585,0.000030215966,0.0052731065,0.028587388,0.00010896276],"about_ca_topic_score_codex":0.00080640847,"about_ca_topic_score_gemma":0.0061537246,"teacher_disagreement_score":0.6199371,"about_ca_system_score_codex":0.00018122134,"about_ca_system_score_gemma":0.00025905174,"threshold_uncertainty_score":0.39399007},"labels":[],"label_agreement":null},{"id":"W2728181887","doi":"10.1093/geroni/igx004.1062","title":"OLDER WOMEN’S PERCEPTION REGARDING A VIDEOMONITORING SYSTEM AT HOME","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Context-Aware Activity Recognition Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Interdisciplinary Research in Rehabilitation; Université de Montréal; Institut de Readaptation Gingras Lindsay de Montreal; Institut Universitaire de Gériatrie de Montréal","funders":"","keywords":"Toilet; Perception; Psychology; Applied psychology; Engineering","score_opus":0.03594170460323735,"score_gpt":0.29274178746559787,"score_spread":0.2568000828623605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2728181887","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8653669,0.000008897909,0.12929335,0.00056190946,0.0019455885,0.00019745297,0.0000010125663,0.00027110873,0.0023538296],"genre_scores_gemma":[0.9980218,9.112015e-7,0.001037857,0.000073211144,0.00032583435,0.00014478258,0.0000021976016,0.000014975581,0.0003784556],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982337,0.0000839722,0.0005373559,0.00044865458,0.00035805083,0.0003382671],"domain_scores_gemma":[0.9982589,0.00007667717,0.0005179574,0.0008251718,0.00028230975,0.000039018556],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014617548,0.00014720342,0.00022057991,0.0006204813,0.0006181053,0.0008346252,0.0006700137,0.00007480711,0.00001280801],"category_scores_gemma":[0.00014990712,0.00016423964,0.00003143949,0.0005895555,0.00003002055,0.0023430607,0.00043143128,0.00018260628,0.00012043479],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024102394,0.00008234487,0.4790775,0.00054182333,0.000060205613,0.000123176,0.038891494,0.00007883898,0.059026167,0.021601073,0.000504466,0.39998883],"study_design_scores_gemma":[0.0037521403,0.000055286917,0.9228419,0.0036035988,0.0000072108623,0.00032023,0.009967176,0.04518651,0.007528188,0.0009820152,0.004386516,0.0013692469],"about_ca_topic_score_codex":0.00013398001,"about_ca_topic_score_gemma":0.000019601805,"teacher_disagreement_score":0.4437644,"about_ca_system_score_codex":0.0018837361,"about_ca_system_score_gemma":0.000045154287,"threshold_uncertainty_score":0.804831},"labels":[],"label_agreement":null},{"id":"W2728182609","doi":"10.1093/geroni/igx004.3484","title":"GAIT AND COGNITION AND RISK FOR DEMENTIA AND FALLS. THE RATIONALE FOR TREATING THEM TOGETHER","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Gait; Dementia; Cognition; Physical medicine and rehabilitation; Psychological intervention; Relevance (law); Repertoire; Falls in older adults; Medicine; Psychology; Gerontology; Human factors and ergonomics; Psychiatry; Poison control; Medical emergency; Disease; Political science","score_opus":0.05994680621707264,"score_gpt":0.37809626423624454,"score_spread":0.3181494580191719,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2728182609","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98509026,0.00012336222,0.011011439,0.00125509,0.00011896076,0.0010827257,0.000032546784,0.000014336118,0.0012712807],"genre_scores_gemma":[0.9960609,0.0001359884,0.002533928,0.0003205065,0.00014914635,0.00042401665,0.00005477877,0.000009785912,0.00031095836],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99934584,0.000060655,0.00027422092,0.00014169971,0.00004988285,0.00012769071],"domain_scores_gemma":[0.99902165,0.00037899942,0.00035087558,0.0000919432,0.00014633335,0.000010224232],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0011534416,0.000062777945,0.000082798164,0.000051113584,0.0014173943,0.000053864987,0.000039132658,0.00005723443,0.0000034398654],"category_scores_gemma":[0.00034722456,0.000049600778,0.000008819127,0.00005321322,0.000047136265,0.0002114349,0.000034534103,0.000110766654,8.2056886e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006969063,0.00004122372,0.8714613,0.00032268788,0.000056829376,1.09565995e-7,0.0077896123,4.3903106e-7,0.008348041,0.040530816,0.00064242515,0.07073688],"study_design_scores_gemma":[0.0031578671,0.000024003946,0.9261084,0.00029134715,0.000053146454,8.62746e-7,0.0038802873,0.0037887397,0.00006446588,0.059230324,0.0032929783,0.00010757645],"about_ca_topic_score_codex":0.00006437032,"about_ca_topic_score_gemma":0.0001964299,"teacher_disagreement_score":0.0706293,"about_ca_system_score_codex":0.000012268564,"about_ca_system_score_gemma":0.000019696947,"threshold_uncertainty_score":0.99988264},"labels":[],"label_agreement":null},{"id":"W2728195763","doi":"10.1093/geroni/igx004.1131","title":"DESIGNING AGE-INTEGRATED COMMUNITIES: LESSONS FROM A NATURALLY OCCURRING RETIREMENT COMMUNITY","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University","funders":"","keywords":"Retirement community; Aging in place; Interdependence; Social capital; Gerontology; Leverage (statistics); Quality of life (healthcare); Apartment; Psychology; Public relations; Sociology; Medicine; Engineering; Political science; Social science","score_opus":0.12216868541577787,"score_gpt":0.38921221058655364,"score_spread":0.2670435251707758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2728195763","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98702157,0.000064979926,0.002463613,0.0018520185,0.00038689055,0.00016933976,0.0000064265337,0.00011048093,0.0079246955],"genre_scores_gemma":[0.9973365,0.000045984983,0.0017697026,0.00042859002,0.00014154254,0.000023530345,0.00004726923,0.00001012069,0.00019676432],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9984215,0.0005263734,0.00039145903,0.00011402817,0.00028379273,0.00026286204],"domain_scores_gemma":[0.99855286,0.00030399,0.00037020867,0.00043249447,0.00031657083,0.0000238777],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0021269538,0.00012503825,0.0001788479,0.00022564044,0.0051403926,0.0005212229,0.00062800397,0.000070461814,0.000033618413],"category_scores_gemma":[0.00079699454,0.00013160497,0.00002537112,0.00041141422,0.000301262,0.0005289268,0.0001532964,0.00062247267,0.0000042163924],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005238262,0.000037264854,0.20647524,0.000010578708,0.000025012163,0.0000058414844,0.7714113,0.000027762557,0.0004232942,0.01836382,0.00067261665,0.0025420345],"study_design_scores_gemma":[0.0009168368,0.000020386025,0.69901794,0.0010738554,0.000019831414,2.9586135e-7,0.2628645,0.00057657337,0.0008707568,0.01903957,0.0150781525,0.00052129204],"about_ca_topic_score_codex":0.39525506,"about_ca_topic_score_gemma":0.32079613,"teacher_disagreement_score":0.5085468,"about_ca_system_score_codex":0.00021081281,"about_ca_system_score_gemma":0.00012019489,"threshold_uncertainty_score":0.9961548},"labels":[],"label_agreement":null},{"id":"W2728222537","doi":"10.1093/geroni/igx004.1732","title":"ENGAGING PEOPLE WITH DEMENTIA IN USING AN ELECTRONIC PILL DISPENSER: RESEARCH PROTOCOL","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre de réadaptation Lethbridge-Layton-Mackay; Université de Montréal; Centre for Interdisciplinary Research in Rehabilitation; Institut Universitaire de Gériatrie de Montréal","funders":"","keywords":"Dementia; Intervention (counseling); Pill; Psychology; Protocol (science); Task (project management); Medical education; Medicine; Applied psychology; Disease; Nursing; Alternative medicine; Engineering","score_opus":0.30785926422033666,"score_gpt":0.5364358119439222,"score_spread":0.22857654772358554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2728222537","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98324096,0.000006157933,0.0002952756,0.001707549,0.000032522035,0.01258732,2.9442324e-7,0.000020170675,0.0021097423],"genre_scores_gemma":[0.99624205,0.0000015980514,0.0005916839,0.00024086995,0.000048997346,0.0028162522,0.0000064283336,0.000017110386,0.000035003333],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985192,0.00013476175,0.0003387173,0.00023346013,0.00035386105,0.0004199916],"domain_scores_gemma":[0.9991862,0.000094239214,0.00017275705,0.00032357418,0.00018643354,0.000036773767],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023505033,0.00008886649,0.00014969717,0.00049944234,0.00030025872,0.00012273123,0.00013260664,0.000034643006,0.00006261629],"category_scores_gemma":[0.00038920212,0.00007563662,0.000009163764,0.00077641767,0.00005147711,0.0007874232,0.0000692603,0.000792166,0.000004563752],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021557798,0.00019296793,0.9899518,0.00011157707,0.000012049187,0.000021425558,0.0006803937,0.00006889144,0.004082743,0.0024815127,0.000006668283,0.0021743784],"study_design_scores_gemma":[0.005878557,0.0002986951,0.9333134,0.0006822824,0.000021166457,0.000026826889,0.00075468357,0.04704818,0.0043074386,0.0013050517,0.006137877,0.00022578298],"about_ca_topic_score_codex":0.0006229605,"about_ca_topic_score_gemma":0.00069231924,"teacher_disagreement_score":0.05663836,"about_ca_system_score_codex":0.00019466813,"about_ca_system_score_gemma":0.00018130103,"threshold_uncertainty_score":0.34416112},"labels":[],"label_agreement":null},{"id":"W2728253535","doi":"10.1093/geroni/igx004.4412","title":"COMPARISON OF SURVIVAL AMONG OLDER ADULTS TREATED VERSUS NOT TREATED WITH CHRONIC DIALYSIS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Dialysis; Hazard ratio; Internal medicine; Cohort; Renal function; Proportional hazards model; Retrospective cohort study; Kidney disease; Nephrology; Propensity score matching; Cohort study; Population; Intensive care medicine; Confidence interval","score_opus":0.034362310369082945,"score_gpt":0.32728853432992394,"score_spread":0.292926223960841,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2728253535","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9917691,0.000030949523,0.00014886983,0.00026666935,0.000087275825,0.00026972016,0.0000033230097,0.0000286712,0.007395439],"genre_scores_gemma":[0.99932647,0.0000064341752,0.000048529193,0.00001803228,0.000071269445,0.000023815408,0.00012788588,0.000014233763,0.00036332317],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99884033,0.000027619446,0.00045828833,0.00022212863,0.00029500184,0.00015660468],"domain_scores_gemma":[0.99888396,0.00003023485,0.00041778004,0.00040161336,0.00023498668,0.00003144965],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021847234,0.00012420546,0.00039039552,0.0004359083,0.000091230424,0.000044400094,0.000099909405,0.000041506628,0.00008071272],"category_scores_gemma":[0.00008861474,0.00009468763,0.000047800586,0.0007152497,0.00009212353,0.000116678886,0.000038388283,0.0000929486,0.000005838723],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00070724456,0.00025088224,0.9766584,0.00012933985,0.00025259116,0.000019100748,0.0003826423,0.00022145326,0.0006914794,0.00025883337,0.00007588624,0.020352144],"study_design_scores_gemma":[0.006647715,0.00012909104,0.98022467,0.00060802704,0.00023309939,1.1100558e-7,0.00024306422,0.004747005,0.0069508697,0.0000013730321,0.00010840141,0.00010659103],"about_ca_topic_score_codex":0.0009919754,"about_ca_topic_score_gemma":0.00048776556,"teacher_disagreement_score":0.020245554,"about_ca_system_score_codex":0.00011664544,"about_ca_system_score_gemma":0.000035034987,"threshold_uncertainty_score":0.38612494},"labels":[],"label_agreement":null},{"id":"W2728258648","doi":"10.1093/geroni/igx004.2385","title":"PRECARITY IN LATE LIFE: RETHINKING DEMENTIA AS A FRAILED OLD AGE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging, Elder Care, and Social Issues","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Dementia; Precarity; Context (archaeology); Vulnerability (computing); Affect (linguistics); Psychology; Gerontology; Psychological resilience; Citizenship; Sociology; Gender studies; Political science; Social psychology; Medicine; History; Disease","score_opus":0.0879584835913169,"score_gpt":0.42786600290886295,"score_spread":0.33990751931754604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2728258648","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95743614,0.00007947209,0.0002557614,0.0020658607,0.00093813176,0.00042901823,0.000001799978,0.0000906462,0.038703144],"genre_scores_gemma":[0.99271995,0.000024935818,0.000353473,0.0045162668,0.00031139608,0.000080355596,0.000021815411,0.000021735857,0.0019500703],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980569,0.00025018153,0.0007675681,0.0002769672,0.00023777448,0.0004106178],"domain_scores_gemma":[0.99865544,0.0001476147,0.00056357693,0.0004021299,0.00019551288,0.000035725152],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020905337,0.00012722559,0.00025422493,0.00033511638,0.0011453107,0.000106573105,0.00031745405,0.00023001882,0.0001355181],"category_scores_gemma":[0.001651992,0.000139734,0.000024526109,0.00047805675,0.000058731457,0.0006870121,0.00020819108,0.000987,0.000052357325],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009719798,0.000019169673,0.84470963,0.000094112955,0.000015364838,0.000026682359,0.13152583,0.000008639121,0.00025470654,0.021923948,0.00024099556,0.0011711812],"study_design_scores_gemma":[0.0015078526,0.000011713214,0.89821607,0.0013330902,0.000012155117,1.1986538e-7,0.009220375,0.00028660352,0.00011059978,0.08535702,0.0036718675,0.0002725266],"about_ca_topic_score_codex":0.008269737,"about_ca_topic_score_gemma":0.005701518,"teacher_disagreement_score":0.12230545,"about_ca_system_score_codex":0.00016700164,"about_ca_system_score_gemma":0.0001925887,"threshold_uncertainty_score":0.9983343},"labels":[],"label_agreement":null},{"id":"W2728282719","doi":"10.1093/geroni/igx004.2778","title":"KEYNOTE: JACK WATTERS MEMORIAL SYMPOSIUM: COMING OUT AS A CAREGIVER","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"International Federation on Ageing","funders":"","keywords":"Art; Psychology; Psychoanalysis; Art history","score_opus":0.047012766562404704,"score_gpt":0.3550009971684955,"score_spread":0.30798823060609076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2728282719","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8521004,0.000016709944,0.00047529358,0.018698107,0.0016828419,0.00038579697,0.000002123841,0.0000885293,0.12655026],"genre_scores_gemma":[0.99601066,0.0000069730486,0.00013035456,0.0010731952,0.00055503123,0.000020084508,0.000037547805,0.000018405037,0.0021477276],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99892986,0.000014502649,0.0003244864,0.00024413249,0.00026866316,0.00021837273],"domain_scores_gemma":[0.9991381,0.000023676363,0.0002064349,0.00048720732,0.00011459798,0.000029973182],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028132138,0.0001219984,0.00017594507,0.00030995384,0.00017541462,0.00019136703,0.00017363668,0.000044016397,0.00015926002],"category_scores_gemma":[0.0001573293,0.00012586688,0.000031042775,0.00018401568,0.00008919354,0.0003432565,0.00012380825,0.0001630916,0.00009558168],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014161692,0.0006785598,0.5148333,0.0028079671,0.0007802452,0.0023486286,0.04005686,0.00090331904,0.07290478,0.18773913,0.123790525,0.051740546],"study_design_scores_gemma":[0.067020625,0.0005123927,0.60458905,0.007949031,0.0008159437,0.00010697827,0.027270421,0.009772689,0.026950011,0.021945504,0.22994699,0.0031203933],"about_ca_topic_score_codex":0.00028831593,"about_ca_topic_score_gemma":0.00003117847,"teacher_disagreement_score":0.16579363,"about_ca_system_score_codex":0.00023097146,"about_ca_system_score_gemma":0.00011508513,"threshold_uncertainty_score":0.51327026},"labels":[],"label_agreement":null},{"id":"W2728307220","doi":"10.1093/geroni/igx004.3051","title":"COMPARISON OF PUREED AND REGULAR MENUS IN CANADIAN LONG-TERM CARE HOMES","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Guelph; Research Institute for Aging; University of Waterloo","funders":"","keywords":"Micronutrient; Nutrient; Medicine; Environmental health; Geography; Gerontology; Biology; Ecology","score_opus":0.061608725506039894,"score_gpt":0.41079955603154883,"score_spread":0.3491908305255089,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2728307220","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99171484,0.00055659964,0.000019727855,0.005340398,0.00014083729,0.00020959489,0.0000027953627,0.000008862483,0.00200635],"genre_scores_gemma":[0.999089,0.000023235567,0.00036659354,0.00037522474,0.000052320112,0.000008239644,0.000036820147,0.0000072552584,0.0000413362],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99919975,0.000013676638,0.00038103844,0.000120118464,0.00010518441,0.00018023956],"domain_scores_gemma":[0.99943924,0.000011960408,0.00016055918,0.00019329909,0.0001383374,0.000056579047],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027759434,0.00005947464,0.00020861231,0.00072315725,0.00010315012,0.000025556701,0.000057357676,0.00005321374,0.000016822996],"category_scores_gemma":[0.000107100255,0.00006541126,0.0000074900113,0.00026857574,0.000053049294,0.00009155341,0.000017376275,0.00016290687,9.297565e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010835271,0.0000147818055,0.9857657,0.000473386,0.000002450477,0.00002111754,0.0018306941,0.0000013594155,0.0008019683,0.0014931345,0.000078132565,0.009506468],"study_design_scores_gemma":[0.0012488691,0.000019447638,0.99431235,0.00097154046,0.0000030633462,0.000005530539,0.00082406984,0.00015200084,0.001638935,0.00012360231,0.0006444599,0.000056113822],"about_ca_topic_score_codex":0.031166898,"about_ca_topic_score_gemma":0.1029078,"teacher_disagreement_score":0.0717409,"about_ca_system_score_codex":0.00018479682,"about_ca_system_score_gemma":0.00015066349,"threshold_uncertainty_score":0.97528464},"labels":[],"label_agreement":null},{"id":"W2728321233","doi":"10.1093/geroni/igx004.2641","title":"THE CANADIAN LONGITUDINAL STUDY ON AGING: STUDY DESIGN AND METHODS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo; McMaster University; McGill University; Dalhousie University","funders":"","keywords":"Data collection; Longitudinal study; Tracking (education); Demography; Baseline (sea); Gerontology; Presentation (obstetrics); Geography; Medicine; Psychology; Political science; Sociology; Social science","score_opus":0.26191407415578144,"score_gpt":0.515707226153599,"score_spread":0.25379315199781755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2728321233","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9606668,0.000035002642,0.001098104,0.028881313,0.00072924135,0.0010387423,3.909668e-7,0.000021706575,0.0075287134],"genre_scores_gemma":[0.9982527,0.0000050194794,0.0006707778,0.0006354742,0.00009614107,0.000039155948,1.5679042e-7,0.000004884521,0.0002956825],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99859107,0.0005062448,0.0002400655,0.00015361236,0.00020554368,0.00030344503],"domain_scores_gemma":[0.9990308,0.00047338035,0.000117227886,0.00021807036,0.00010148054,0.000058996135],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.008714479,0.00006140508,0.00009421555,0.0001673542,0.004684158,0.0006875493,0.00024336146,0.000026930213,0.0000073109745],"category_scores_gemma":[0.001451933,0.00004896148,0.000006048109,0.00029911048,0.00010389054,0.00017139963,0.000033771266,0.00016289076,0.000002164435],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000022207803,0.000024192497,0.935148,0.000001943725,0.000005348804,0.000006110786,0.01921994,0.0000051508136,1.9396028e-7,0.028857429,0.00011534169,0.0166141],"study_design_scores_gemma":[0.00021185238,0.000028298624,0.9602834,0.0000143353745,0.000002420107,1.06325764e-7,0.032563053,0.000037675225,0.000001862085,0.0014943301,0.005305302,0.000057378187],"about_ca_topic_score_codex":0.5778932,"about_ca_topic_score_gemma":0.8326842,"teacher_disagreement_score":0.25479102,"about_ca_system_score_codex":0.00021083592,"about_ca_system_score_gemma":0.00034319403,"threshold_uncertainty_score":0.9966116},"labels":[],"label_agreement":null},{"id":"W2728368940","doi":"10.1093/geroni/igx004.2090","title":"DEPRESSION, SEX, AND GENDER ROLES IN AN OLDER BRAZILIAN POPULATION","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Gender Roles and Identity Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Androgyny; Masculinity; Depression (economics); Psychology; Gender role; Demography; Population; Center for Epidemiologic Studies Depression Scale; Bem Sex-Role Inventory; Clinical psychology; Developmental psychology; Psychiatry; Depressive symptoms; Sociology; Anxiety","score_opus":0.053877650802365694,"score_gpt":0.37221432948524097,"score_spread":0.3183366786828753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2728368940","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9954767,0.000057467234,0.00010192859,0.0020363482,0.000115498035,0.000091583235,5.276464e-7,0.000016109656,0.0021038353],"genre_scores_gemma":[0.9994965,0.000025743278,0.00012430304,0.00012041712,0.00008080234,0.0000068043623,0.0000052391547,0.000004028054,0.00013612422],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99932027,0.000051337174,0.00018992783,0.00015537516,0.0001464227,0.00013668556],"domain_scores_gemma":[0.9996908,0.0000075322346,0.00010456616,0.00012062264,0.00006166316,0.000014855163],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006652572,0.000048576378,0.000073056006,0.0001977054,0.000652218,0.00025013328,0.00010462652,0.00004347541,0.0000063296534],"category_scores_gemma":[0.00015154683,0.00005196878,0.00000539894,0.00019970146,0.000030976564,0.0007439684,0.00005446813,0.00006925918,0.0000011528906],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[8.6491167e-7,0.000010987787,0.9627193,0.000005182268,0.0000012168003,8.508081e-7,0.018350331,0.000014875713,0.00007094443,0.003808658,0.0000666853,0.014950077],"study_design_scores_gemma":[0.00018818848,0.000001426689,0.9768222,0.000021426713,9.662639e-7,1.265759e-7,0.012449588,0.000116573,0.000021384703,0.010058507,0.00025577887,0.00006383355],"about_ca_topic_score_codex":0.006869494,"about_ca_topic_score_gemma":0.042012706,"teacher_disagreement_score":0.035143215,"about_ca_system_score_codex":0.000039915183,"about_ca_system_score_gemma":0.000014956278,"threshold_uncertainty_score":0.9997438},"labels":[],"label_agreement":null},{"id":"W2728380166","doi":"10.1093/geroni/igx004.3226","title":"MAKING THE MOST OF MEALTIMES: MALNUTRITION AND MODIFIED TEXTURE FOOD IN CANADIAN LONG-TERM CARE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Moncton; University of Manitoba; University of Alberta; University of Guelph; Research Institute for Aging; University of Waterloo","funders":"","keywords":"Malnutrition; Medicine; Medical prescription; Environmental health; Multilevel model; Cross-sectional study; Gerontology; Internal medicine; Nursing","score_opus":0.07989412455040452,"score_gpt":0.38054798654334376,"score_spread":0.30065386199293925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2728380166","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98235375,0.0011214383,0.000096342854,0.011882589,0.00012777264,0.00049967284,0.000011935125,0.0000128598695,0.0038936145],"genre_scores_gemma":[0.9981132,0.000049902257,0.0002506679,0.0014115196,0.00008093101,0.000024707426,0.0000388952,0.00001045989,0.000019723548],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990782,0.000025091693,0.00039563578,0.00014868389,0.00012809351,0.0002242599],"domain_scores_gemma":[0.9993175,0.000026783024,0.00018092613,0.000243003,0.00019078807,0.000040986124],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040450055,0.00007979715,0.00016095936,0.00062122394,0.00022176218,0.00004583401,0.00008829898,0.00007652363,0.000013116449],"category_scores_gemma":[0.00013935199,0.00007120359,0.00001068944,0.00041634115,0.00006388543,0.00012784947,0.000023799086,0.0002713125,6.445404e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027041668,0.000018167795,0.9744864,0.0007395712,0.000004167885,0.000020964104,0.0025965988,0.000005590512,0.00030575864,0.0070707058,0.00007632428,0.014648689],"study_design_scores_gemma":[0.0017198556,0.000032953893,0.99348646,0.0020305312,0.0000053862377,0.000018407947,0.0007678052,0.00047668786,0.00031954222,0.0006667297,0.00040153056,0.00007409785],"about_ca_topic_score_codex":0.013575167,"about_ca_topic_score_gemma":0.08064331,"teacher_disagreement_score":0.067068145,"about_ca_system_score_codex":0.00021604818,"about_ca_system_score_gemma":0.00019148999,"threshold_uncertainty_score":0.99299353},"labels":[],"label_agreement":null},{"id":"W2728382350","doi":"10.1093/geroni/igx004.144","title":"I’D RATHER STAY: DOCUMENTARY VIDEO AS A KNOWLEDGE MOBILIZATION TOOL FOR AGE-SUPPORTIVE NEIGHBORHOODS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Urban Planning and Valuation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Government (linguistics); Focus group; Knowledge translation; Action (physics); Phase (matter); Scale (ratio); Public policy; Field (mathematics); Public relations; Political science; Psychology; Sociology; Geography; Knowledge management; Cartography; Computer science","score_opus":0.03944504989843854,"score_gpt":0.34485541108129714,"score_spread":0.3054103611828586,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2728382350","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9672021,0.000010578806,0.017822951,0.00050333334,0.00026569696,0.0004982026,0.0000054559027,0.00004182497,0.01364984],"genre_scores_gemma":[0.9946094,0.0000016111252,0.001927442,0.0003015123,0.00007667092,0.00012202781,0.00009138052,0.000014842874,0.0028551181],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990367,0.000034035013,0.00033505313,0.00025911338,0.00015811498,0.00017692895],"domain_scores_gemma":[0.9993746,0.00005375089,0.00026056962,0.00025786547,0.00003714154,0.000016043961],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008385937,0.00010148871,0.00009455795,0.000106315274,0.00028150209,0.0001326397,0.00016716885,0.000048907055,0.0005241393],"category_scores_gemma":[0.00032569378,0.00010401414,0.000019993326,0.00028219036,0.000063780615,0.00069813663,0.000079374004,0.000079025995,0.00014168303],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005589321,0.00014853771,0.88853776,0.000026168134,0.000018958097,0.000008957086,0.007871392,0.0013206338,0.019891264,0.0040026046,0.014035484,0.06408232],"study_design_scores_gemma":[0.0025013317,0.00015115691,0.899063,0.00016083539,0.00002750719,0.000004514644,0.00087270595,0.026382897,0.010893023,0.029738305,0.02962925,0.0005755113],"about_ca_topic_score_codex":0.00024839898,"about_ca_topic_score_gemma":0.00007182275,"teacher_disagreement_score":0.063506804,"about_ca_system_score_codex":0.0002105145,"about_ca_system_score_gemma":0.00002367226,"threshold_uncertainty_score":0.5738958},"labels":[],"label_agreement":null},{"id":"W2728402320","doi":"10.1093/geroni/igx004.2698","title":"FRAILTY IN OLDER ADULTS AND CHANGES IN THE PATTERN OF HEALTHCARE USE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Health care; Gerontology; Psychology; Medicine; Political science","score_opus":0.06420064032369051,"score_gpt":0.34900343919559423,"score_spread":0.28480279887190374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2728402320","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96246004,0.00007265589,0.000030404515,0.03685942,0.00009114307,0.00038064815,0.0000051458455,0.0000073394017,0.000093180155],"genre_scores_gemma":[0.9980579,0.000026167228,0.00008764776,0.0016900704,0.000037652877,0.000031506737,0.00002007689,0.00000863038,0.00004037334],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99916494,0.0000404259,0.00033618612,0.0001614164,0.00014902934,0.0001479807],"domain_scores_gemma":[0.9992711,0.0000866834,0.00017784037,0.00034720195,0.00010729047,0.0000098668825],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048560766,0.00007746756,0.00015873415,0.00038063878,0.00003541896,0.000029641937,0.000108647095,0.000059213056,0.000008435318],"category_scores_gemma":[0.00043312644,0.00006293374,0.0000066178236,0.0003769838,0.000054847656,0.00016955442,0.0000448018,0.0002492241,0.0000010503333],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016539954,0.000042513282,0.90685076,0.00020419876,0.0000017907857,0.000016802465,0.012134027,8.510488e-7,0.00032593912,0.000118140444,0.000066183355,0.080222264],"study_design_scores_gemma":[0.002032938,0.000030330051,0.99314725,0.0019271638,0.0000014178667,0.0000084256235,0.0016325366,0.00019726776,0.00072867604,0.00007255586,0.00016555547,0.000055871824],"about_ca_topic_score_codex":0.0070781684,"about_ca_topic_score_gemma":0.011730417,"teacher_disagreement_score":0.086296506,"about_ca_system_score_codex":0.000042736894,"about_ca_system_score_gemma":0.000025013635,"threshold_uncertainty_score":0.9995338},"labels":[],"label_agreement":null},{"id":"W2728480786","doi":"10.1093/geroni/igx004.1572","title":"FUNCTIONAL ABILITIES AND GOALS IN POST-ACUTE CARE: AN EARLY LOOK AT STANDARDIZED ASSESSMENT DATA","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health and Well-being Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; University of Toronto; University of Waterloo; University of Alberta","funders":"","keywords":"Standardized test; Psychology; Acute care; Political science; Mathematics education; Health care","score_opus":0.06437125075194738,"score_gpt":0.42050650010963136,"score_spread":0.356135249357684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2728480786","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9875591,0.00015294066,0.00027135943,0.0029912044,0.0006435209,0.0002150752,0.00011038559,0.000026296953,0.008030138],"genre_scores_gemma":[0.9980025,0.000015488398,0.00044050725,0.000698981,0.00010401167,0.00004439725,0.00020901492,0.000010268381,0.00047480382],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99875104,0.00008890657,0.00041039565,0.00034995977,0.00016235287,0.00023732298],"domain_scores_gemma":[0.9989236,0.00008880517,0.00016728215,0.00061880297,0.00017905438,0.000022484375],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009478114,0.00009863741,0.00017642564,0.0002225354,0.0003349025,0.00009688424,0.0001790992,0.00005754251,0.000090991736],"category_scores_gemma":[0.00013599511,0.00010020278,0.000006788289,0.00014666341,0.00010887089,0.00041131035,0.00021008048,0.00017579804,0.0000092432],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010858952,0.000028709508,0.9687915,0.000039016046,0.000031150026,0.00001593262,0.0070213675,0.0000028156803,0.00031307235,0.008510032,0.0014682075,0.013669615],"study_design_scores_gemma":[0.0013172962,0.00005577687,0.99194515,0.000036790763,0.0000047914186,0.000002695709,0.00225678,0.00002302034,0.00001938903,0.00052244024,0.0037124918,0.00010337281],"about_ca_topic_score_codex":0.0014962844,"about_ca_topic_score_gemma":0.0007923211,"teacher_disagreement_score":0.023153663,"about_ca_system_score_codex":0.00017247035,"about_ca_system_score_gemma":0.000106665415,"threshold_uncertainty_score":0.40861508},"labels":[],"label_agreement":null},{"id":"W2728487026","doi":"10.1093/geroni/igx004.3947","title":"PERSPECTIVE WORKSHOPS: CO-CREATING SERVICE SOLUTIONS FOR SENIORS IN AFFORDABLE HOUSING","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fraser Institute; Simon Fraser University","funders":"","keywords":"Service provider; Affordable housing; Business; Service (business); Autonomy; Staffing; Service delivery framework; Service design; Amenity; Public relations; Marketing; Nursing; Medicine; Engineering; Finance; Political science","score_opus":0.05206897142665168,"score_gpt":0.37414518416235093,"score_spread":0.32207621273569925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2728487026","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9615414,0.00008528531,0.0065136827,0.0073342784,0.0003094358,0.00043302216,0.0000043468367,0.00007140802,0.023707097],"genre_scores_gemma":[0.99716675,0.000025394567,0.0016667703,0.00021128068,0.00034085428,0.00006235361,0.0000063080993,0.000010425728,0.0005098871],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9988921,0.000052571337,0.0003017462,0.00020875678,0.00017057525,0.0003741997],"domain_scores_gemma":[0.99896806,0.00015406094,0.0002675171,0.00015176844,0.0004418884,0.000016699414],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001631051,0.000088071465,0.00013467186,0.00033510182,0.0027517162,0.00026098153,0.00017490826,0.00005784152,0.0000126062],"category_scores_gemma":[0.0010790642,0.00010043285,0.000020450123,0.00083767483,0.00009839176,0.00065900676,0.00004313479,0.00013013966,0.0000028581328],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007060953,0.000031485324,0.10126961,0.000018824783,0.000010313494,0.0000014746365,0.7229213,0.00046856108,0.00010668278,0.17267387,0.00047321996,0.0020176112],"study_design_scores_gemma":[0.0020375862,0.000019892159,0.43559286,0.00077512796,0.000021643797,8.1472587e-7,0.44975153,0.009362979,0.000275164,0.08788945,0.013564017,0.0007089288],"about_ca_topic_score_codex":0.076693706,"about_ca_topic_score_gemma":0.25034755,"teacher_disagreement_score":0.33432326,"about_ca_system_score_codex":0.00038707996,"about_ca_system_score_gemma":0.00017116421,"threshold_uncertainty_score":0.99854654},"labels":[],"label_agreement":null},{"id":"W2728487106","doi":"10.1093/geroni/igx004.2672","title":"REACTION TIMES ON THE ATTENTION NETWORK TEST ARE ASSOCIATED WITH TRAFFIC VIOLATIONS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Opinion Dynamics and Social Influence","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria; University of Toronto; University of Ottawa; Baycrest Hospital; Health Sciences Centre; Lakehead University","funders":"","keywords":"Logistic regression; Odds; Test (biology); Cohort; Demography; Medicine; Psychology; Internal medicine","score_opus":0.02112614322204592,"score_gpt":0.27889054801319263,"score_spread":0.2577644047911467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2728487106","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9894874,0.0000010093681,0.0005611519,0.002472971,0.00014197713,0.0001256268,0.000007990904,0.000021146254,0.007180695],"genre_scores_gemma":[0.9993318,4.175287e-7,0.000023690824,0.00009444389,0.00018936912,0.000023378994,0.000054571785,0.000007675784,0.0002746849],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994778,0.000022554845,0.00017841774,0.00010857085,0.00009833008,0.00011432461],"domain_scores_gemma":[0.9991803,0.00011401073,0.0003991958,0.00016988222,0.00012922449,0.000007397441],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029969175,0.000067010806,0.00006937657,0.000049864993,0.0006759347,0.0001585327,0.00009637288,0.000024516665,0.000021256648],"category_scores_gemma":[0.00007086237,0.00005238288,0.000016436885,0.00031460536,0.000037295078,0.00018584038,0.000013311577,0.00016477254,0.0000083777395],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000023594987,0.00005349503,0.8608526,9.655716e-7,0.0000153569,2.4815057e-7,0.0001303915,0.0044143507,0.000111397916,0.13124648,0.0002745837,0.0028977646],"study_design_scores_gemma":[0.00019128529,0.000010994142,0.98124665,0.00018742065,0.0000037506106,4.6307942e-8,0.00026704493,0.01298569,0.000009421458,0.0047892774,0.00022511966,0.000083307044],"about_ca_topic_score_codex":0.000069373804,"about_ca_topic_score_gemma":0.00004681017,"teacher_disagreement_score":0.1264572,"about_ca_system_score_codex":0.000040205476,"about_ca_system_score_gemma":0.000020573185,"threshold_uncertainty_score":0.5198812},"labels":[],"label_agreement":null},{"id":"W2728525437","doi":"10.1093/geroni/igx004.4837","title":"NATIONAL ALZHEIMER’S PLANS AND INITIATIVES: LESSONS LEARNED FROM IMPLEMENTATION","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University","funders":"","keywords":"Dementia; Specialty; Blueprint; Medicine; Health care; Disease; Scale (ratio); Public health; Baby boomers; Nursing; Business; Gerontology; Political science; Family medicine","score_opus":0.20223911686975707,"score_gpt":0.4822818654795834,"score_spread":0.28004274860982636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2728525437","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9672481,0.0000296075,0.0006278618,0.012826372,0.000052675932,0.00022308514,0.000045811736,0.000017885075,0.018928614],"genre_scores_gemma":[0.99848473,0.000038009246,0.00038533314,0.0006139542,0.00008783206,0.000037798236,0.00028508273,0.0000072773687,0.000060005434],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99912685,0.00002880997,0.00023417381,0.00018053608,0.00029654492,0.00013307642],"domain_scores_gemma":[0.99942726,0.000058170892,0.00013085111,0.0000982572,0.0002628925,0.000022596549],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046607573,0.000065802116,0.00009094196,0.0002929755,0.00020041637,0.00010714661,0.000053452903,0.000027536273,0.00029685965],"category_scores_gemma":[0.0002175118,0.00006654774,0.000010014819,0.00016328575,0.00006274132,0.00039182144,0.000053748237,0.0001311493,0.0000131984825],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003927793,0.00004655119,0.889399,0.000009738341,0.00007071112,0.000011839859,0.00082202966,5.032965e-7,0.0058364295,0.010330167,0.00020845809,0.09322529],"study_design_scores_gemma":[0.001936812,0.00003622004,0.983188,0.00006613994,0.00001613177,0.000002280722,0.0013938129,0.00019196472,0.005896199,0.0064226063,0.000784873,0.00006499086],"about_ca_topic_score_codex":0.00020781286,"about_ca_topic_score_gemma":0.00008451293,"teacher_disagreement_score":0.09378897,"about_ca_system_score_codex":0.000038910846,"about_ca_system_score_gemma":0.00011122898,"threshold_uncertainty_score":0.3250405},"labels":[],"label_agreement":null},{"id":"W2728530376","doi":"10.1093/geroni/igx004.2115","title":"THINKING GLOBALLY, ACTING LOCALLY FOR AGE-FRIENDLINESS: THE AGE-FRIENDLY DC INITIATIVE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University of Manitoba; Mount Saint Vincent University","funders":"","keywords":"Political science","score_opus":0.05361994846990523,"score_gpt":0.35982405119203453,"score_spread":0.3062041027221293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2728530376","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.59167814,0.00008882803,0.106996395,0.15784338,0.003267257,0.0025888667,0.000023142691,0.0011059305,0.13640803],"genre_scores_gemma":[0.9922114,0.000007705139,0.0053984895,0.0017016318,0.0003411291,0.00010344586,0.000009708181,0.000018610865,0.0002078544],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99809754,0.0001014555,0.0004979296,0.00033344512,0.00049326546,0.00047634792],"domain_scores_gemma":[0.9980349,0.00039087067,0.0006193981,0.0004748015,0.0004608805,0.000019139858],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0034567402,0.00014891931,0.00018245049,0.000254807,0.0029118008,0.0007688114,0.0016085432,0.00017744409,0.000010537218],"category_scores_gemma":[0.006286987,0.00013231227,0.000039497347,0.00091219245,0.0006361037,0.0008764863,0.000289852,0.0003900822,0.000007538504],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023817873,0.00004726252,0.03523728,0.000028942128,0.00003772364,0.00005952034,0.06883204,0.00005430608,0.00038143157,0.81714505,0.0019015938,0.07625105],"study_design_scores_gemma":[0.0032801146,0.00008688646,0.10740238,0.0010302023,0.000040167826,0.0000071080512,0.098194405,0.00071142416,0.0023999051,0.41717812,0.36862808,0.0010412022],"about_ca_topic_score_codex":0.0012920965,"about_ca_topic_score_gemma":0.0086711105,"teacher_disagreement_score":0.40053326,"about_ca_system_score_codex":0.00021660645,"about_ca_system_score_gemma":0.00023557947,"threshold_uncertainty_score":0.99838626},"labels":[],"label_agreement":null},{"id":"W2728538439","doi":"10.1093/geroni/igx004.1217","title":"EFFECTS OF BIOFEEDBACK ON BLOOD PRESSURE AND COGNITIVE FUNCTIONING OF OLDER ADULTS WITH HYPERTENSION","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Heart Rate Variability and Autonomic Control","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Blood pressure; Medicine; Montreal Cognitive Assessment; Physical therapy; Relaxation (psychology); Cognition; Biofeedback; Analysis of variance; Psychology; Internal medicine; Cognitive impairment; Psychiatry","score_opus":0.010218562992587667,"score_gpt":0.24323096085392107,"score_spread":0.2330123978613334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2728538439","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9986065,0.000090569694,0.00018019702,0.00044292453,0.000047269117,0.0003550365,0.0000016714756,0.000007737904,0.00026808793],"genre_scores_gemma":[0.99965435,0.0000030194412,0.00012360589,0.00012635866,0.000026960826,0.000009142539,0.0000033692445,0.000005485227,0.00004772975],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99948263,0.000017947923,0.00021752449,0.00013574125,0.00007817106,0.00006797493],"domain_scores_gemma":[0.9992888,0.0001678121,0.00018115099,0.00012020729,0.00023007406,0.000011982508],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021586304,0.000059201997,0.00018249221,0.00014191933,0.00005158915,0.000008544293,0.000019010407,0.00004279857,0.0000064380847],"category_scores_gemma":[0.00044291228,0.000047256737,0.000008899799,0.00012654289,0.00006893792,0.00008084116,0.000014504491,0.00010319889,4.7082705e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010271216,0.0007290864,0.431087,0.0027636404,0.00038031128,0.000030481651,0.003944586,0.00002744743,0.46694955,0.0012662284,0.000011752799,0.0917828],"study_design_scores_gemma":[0.005848351,0.00023382662,0.8688408,0.0038678583,0.00017303336,0.000006125042,0.0001711297,0.00081020634,0.11995538,0.000018792507,0.000024876943,0.000049613507],"about_ca_topic_score_codex":0.00008575565,"about_ca_topic_score_gemma":0.0000033888905,"teacher_disagreement_score":0.4377538,"about_ca_system_score_codex":0.0000032009627,"about_ca_system_score_gemma":0.000037179438,"threshold_uncertainty_score":0.19270739},"labels":[],"label_agreement":null},{"id":"W2728546279","doi":"10.1093/geroni/igx004.2701","title":"FRAILTY AND HOSPITAL USE IN AGED ADULTS: A COMPARATIVE ANALYSIS OF FRANCE AND QUéBEC","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging, Elder Care, and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Jewish General Hospital; Université de Montréal","funders":"","keywords":"Incentive; Medicine; Hospital care; Population; Demography; Gerontology; Health care; Environmental health; Political science; Economics","score_opus":0.07083383124027538,"score_gpt":0.41985183075344845,"score_spread":0.3490179995131731,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2728546279","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9982883,0.00013633855,0.0001633292,0.00045672135,0.00008064886,0.00021278026,0.000009902954,0.000011705251,0.00064028666],"genre_scores_gemma":[0.9992835,0.00002181421,0.00017147008,0.0003187638,0.000028812106,0.0000239935,0.000011351909,0.00000404489,0.00013626009],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999061,0.000097159704,0.0004453828,0.00016577424,0.000092871676,0.00013783069],"domain_scores_gemma":[0.998992,0.00022511277,0.0004252846,0.00016321256,0.00017867131,0.000015682588],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038733007,0.000073813266,0.000305294,0.0003879243,0.0003529386,0.000023465416,0.000071848845,0.000071788345,0.000013557752],"category_scores_gemma":[0.00038437438,0.00007437187,0.000013573435,0.0006166153,0.00011879527,0.00033741476,0.00006145551,0.00026785664,6.9237274e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008112967,0.0000130454455,0.8356743,0.00003586823,0.0000308447,0.0000013539574,0.1627543,0.0000035251653,0.000045990106,0.0007750953,0.000031887186,0.0006256767],"study_design_scores_gemma":[0.0006152126,0.000009761073,0.96643484,0.00028184525,0.000017016999,1.6727679e-8,0.03157154,0.00061077793,0.000022637794,0.00020105958,0.00015900045,0.000076317294],"about_ca_topic_score_codex":0.083235525,"about_ca_topic_score_gemma":0.13690518,"teacher_disagreement_score":0.13118276,"about_ca_system_score_codex":0.000048453945,"about_ca_system_score_gemma":0.000062663035,"threshold_uncertainty_score":0.92286927},"labels":[],"label_agreement":null},{"id":"W2728547772","doi":"10.1093/geroni/igx004.4520","title":"LOW DISABILITY AT ADMISSION PREDICTS FASTER DISABLEMENT IN LONG-TERM CARE RESIDENTS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; University of Toronto","funders":"","keywords":"Medicine; Cognitive impairment; Activities of daily living; Balance (ability); Long-term care; Physical therapy; Bathing; Gerontology; Cognition; Pediatrics; Psychiatry","score_opus":0.05024616254470358,"score_gpt":0.4205476101603315,"score_spread":0.3703014476156279,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2728547772","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9934592,0.000052343064,0.00005932271,0.001961437,0.0015061742,0.00063913024,0.000011009741,0.00003786615,0.0022734825],"genre_scores_gemma":[0.9984579,0.000010816138,0.00003445123,0.00014069356,0.00022073132,0.00008037416,0.00013860871,0.000016198444,0.0009002035],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980923,0.00015299178,0.0007713143,0.00032306628,0.00027478384,0.00038555407],"domain_scores_gemma":[0.9987262,0.00009057131,0.00037681108,0.000596984,0.0001639436,0.00004549175],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068193435,0.00012781654,0.00019688018,0.00019110233,0.0007041957,0.000038696096,0.00022440852,0.00012967979,0.00036045033],"category_scores_gemma":[0.00039555557,0.00012050148,0.000022262277,0.00033854682,0.00006169662,0.00030764364,0.0002844799,0.00034975144,0.000044298176],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059677317,0.00004897401,0.98106724,0.0004726418,0.000002294669,0.000006917952,0.009767775,0.000007296652,0.00030727935,0.000047388894,0.0010416317,0.007170909],"study_design_scores_gemma":[0.0013281358,0.000017331005,0.9930146,0.0016200092,0.0000032904852,2.760214e-7,0.0029697528,0.000020820167,0.0004995447,0.00017819159,0.00023219756,0.00011585214],"about_ca_topic_score_codex":0.00078643835,"about_ca_topic_score_gemma":0.00385388,"teacher_disagreement_score":0.011947386,"about_ca_system_score_codex":0.0011299127,"about_ca_system_score_gemma":0.000106289874,"threshold_uncertainty_score":0.5416175},"labels":[],"label_agreement":null},{"id":"W2728571930","doi":"10.1093/geroni/igx004.1080","title":"THE MISSION OF IAGG-CSO TO FACILITATE NETWORKS AMONG STUDENT ORGANIZATIONS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Global Health and Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Globe; Executive director; Public relations; Political science; Sociology; Management; Psychology","score_opus":0.042316997812761194,"score_gpt":0.3551770583756964,"score_spread":0.3128600605629352,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2728571930","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98705816,0.00004902324,0.0034120325,0.0067219995,0.00037647085,0.00026330832,0.0000012296725,0.0000163377,0.0021014623],"genre_scores_gemma":[0.9984995,0.000020860709,0.000118567594,0.00069572876,0.000057483932,0.0000056741483,0.000009627198,0.0000057217776,0.0005868059],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99912167,0.000019995474,0.0004142457,0.00009900556,0.00016605547,0.00017903034],"domain_scores_gemma":[0.99901456,0.00007200863,0.00015827331,0.00029288745,0.00041277282,0.00004950291],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00073493674,0.00005257586,0.00011134307,0.00012267679,0.00030872997,0.000031717198,0.00009754813,0.000033712324,0.000012420123],"category_scores_gemma":[0.0010531241,0.00003884516,0.000010365996,0.0006692812,0.00003971696,0.00006672151,0.000052132127,0.00010984568,0.0000059310482],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019973197,0.000027381886,0.9829637,0.000025351921,0.0000050765047,0.000004373946,0.00073581823,0.00056577334,0.0002812908,0.0018444483,0.0030768975,0.01044992],"study_design_scores_gemma":[0.00027819187,0.00001807541,0.99012667,0.00021284158,0.0000028472095,0.0000012108942,0.00041906955,0.0011057736,0.00017474634,0.00011634183,0.007504197,0.00004001383],"about_ca_topic_score_codex":0.00017135795,"about_ca_topic_score_gemma":0.0000473174,"teacher_disagreement_score":0.011441394,"about_ca_system_score_codex":0.000055900902,"about_ca_system_score_gemma":0.00007233518,"threshold_uncertainty_score":0.23745325},"labels":[],"label_agreement":null},{"id":"W2728581477","doi":"10.1093/geroni/igx004.676","title":"THE ASSOCIATION BETWEEN PHYSICAL ACTIVITY AND DEPRESSION IN OLDER ADULTS WITH PARKINSON’S DISEASE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geriatric Depression Scale; Depression (economics); Mood; Parkinson's disease; Medicine; Cohort; Physical activity; Association (psychology); Disease; Longitudinal study; Depressive symptoms; Psychology; Internal medicine; Cognition; Physical therapy; Psychiatry","score_opus":0.01585708524092838,"score_gpt":0.29806803130171206,"score_spread":0.2822109460607837,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2728581477","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9982941,0.000029952005,0.00008570485,0.0010438683,0.000039884628,0.00028804588,0.0000055793357,0.000014415408,0.00019840842],"genre_scores_gemma":[0.99967605,0.000013235014,0.000040893563,0.000039369635,0.0000880488,0.00005933636,0.0000139847325,0.000008687338,0.000060421975],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993313,0.00002783354,0.00010340393,0.00019203441,0.00020352242,0.00014192873],"domain_scores_gemma":[0.99943304,0.00006644707,0.00019089332,0.00020083036,0.00006815392,0.00004063682],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020140466,0.000082702856,0.000118737364,0.00009059444,0.00021184115,0.000068200025,0.000044860186,0.000029149714,0.000001071326],"category_scores_gemma":[0.00020711198,0.000055136916,0.000011320004,0.00015452899,0.000019937352,0.00019595363,0.000033940432,0.00012353809,0.0000015177936],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018316302,0.00012056412,0.9444575,0.000019570254,0.000016795138,0.000021004053,0.00023128526,9.202665e-7,0.000071903836,0.00008186265,0.000008757668,0.05478673],"study_design_scores_gemma":[0.0026246055,0.000013693257,0.99503225,0.0003588046,0.000027230677,3.394246e-7,0.000052734384,0.0006865937,0.00063963956,0.00025642812,0.00024787892,0.000059818223],"about_ca_topic_score_codex":0.00010657041,"about_ca_topic_score_gemma":0.00004487077,"teacher_disagreement_score":0.054726914,"about_ca_system_score_codex":0.00014613949,"about_ca_system_score_gemma":0.000040215335,"threshold_uncertainty_score":0.22484182},"labels":[],"label_agreement":null},{"id":"W2728584373","doi":"10.1093/geroni/igx004.5161","title":"IMPLEMENTATION MATTERS: SCALE-UP OF AN OLDER ADULT PHYSICAL ACTIVITY MODEL","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Psychological intervention; Scale (ratio); Social connectedness; Intervention (counseling); Physical activity; Baseline (sea); Psychology; Gerontology; Applied psychology; Medicine; Physical therapy; Nursing; Social psychology; Political science","score_opus":0.4254713298712928,"score_gpt":0.6679736844243812,"score_spread":0.24250235455308838,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2728584373","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9689044,1.1924982e-7,0.011559808,0.017976781,0.00027682746,0.0005787947,0.000039823222,0.000033211123,0.0006302306],"genre_scores_gemma":[0.9894429,6.7429426e-7,0.0017393084,0.008390452,0.00013775582,0.00014870716,0.000014404156,0.0000138509495,0.00011198224],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99799013,0.00025419221,0.0007177882,0.00025862575,0.0003701209,0.00040914444],"domain_scores_gemma":[0.9976902,0.0001908489,0.0010583694,0.00047951422,0.0005266491,0.00005439434],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016069026,0.00010116871,0.00018602492,0.00035353907,0.0007424222,0.00003152326,0.00029205903,0.000053582753,0.000098759025],"category_scores_gemma":[0.00032489348,0.00010484453,0.000015800964,0.00046631068,0.00008352979,0.0014383114,0.000108037166,0.0002907582,0.000029802533],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007519541,0.0002132815,0.5657287,0.0007634632,0.0000119084925,0.0000013663937,0.15938747,0.0003307463,0.08399475,0.033666886,0.005884089,0.14994211],"study_design_scores_gemma":[0.0027323535,0.00002795859,0.9165115,0.00019727333,0.0000048892093,4.2399284e-7,0.009729918,0.053477407,0.013210771,0.0036639178,0.0002470644,0.00019655246],"about_ca_topic_score_codex":0.0020055359,"about_ca_topic_score_gemma":0.0006794023,"teacher_disagreement_score":0.35078275,"about_ca_system_score_codex":0.00019526016,"about_ca_system_score_gemma":0.000380221,"threshold_uncertainty_score":0.57101864},"labels":[],"label_agreement":null},{"id":"W2728591104","doi":"10.1093/geroni/igx004.4131","title":"FRAILTY SYNDROME IN OLDER ADULTS WITH AND WITHOUT FEAR OF FALLING","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Fear of falling; Medicine; Frailty syndrome; Mann–Whitney U test; Gerontology; Frailty Index; Internal medicine; Poison control; Injury prevention; Medical emergency","score_opus":0.026335135682746313,"score_gpt":0.30715424220612747,"score_spread":0.28081910652338116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2728591104","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9964139,0.000041522555,0.00037038795,0.0015814278,0.00005486262,0.00032413297,0.0000016117312,0.0000198114,0.0011923634],"genre_scores_gemma":[0.9964389,0.000007796638,0.003166581,0.00013635829,0.000020844986,0.000014732036,0.000008822941,0.000016938378,0.0001889822],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999039,0.000011503462,0.00038133506,0.00021202027,0.00019804786,0.00015809383],"domain_scores_gemma":[0.9992385,0.000025180425,0.00023489792,0.00032314725,0.0001564213,0.000021890046],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030193708,0.000101357226,0.00023512502,0.00039689802,0.00004843851,0.000027273083,0.000085399675,0.00005991882,0.000013711971],"category_scores_gemma":[0.00025375537,0.000091160626,0.000007987905,0.00036460007,0.000098823395,0.00023662507,0.000041335177,0.00022629103,0.0000019611011],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008065555,0.00004897497,0.98757577,0.00023516681,0.00001006389,0.000043637414,0.0021470464,0.00001946015,0.0010368857,0.00029465352,0.000011298935,0.008496407],"study_design_scores_gemma":[0.0042370143,0.00006722514,0.98895633,0.0037357977,0.000005857588,0.000089452136,0.00043153274,0.0010427642,0.0011944778,0.00011140059,0.000029002762,0.00009913995],"about_ca_topic_score_codex":0.0004599743,"about_ca_topic_score_gemma":0.00019803343,"teacher_disagreement_score":0.008397267,"about_ca_system_score_codex":0.00004186305,"about_ca_system_score_gemma":0.000043079188,"threshold_uncertainty_score":0.37174225},"labels":[],"label_agreement":null},{"id":"W2728604129","doi":"10.1093/geroni/igx004.1912","title":"RESIDENTIAL CARE AIDES’ EXPERIENCES OF PERSONHOOD IN DEMENTIA CARE SETTINGS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Personhood; Accountability; Staffing; Corporatization; Dementia; Nursing; Public relations; Psychology; Sociology; Medicine; Political science","score_opus":0.036932417994313224,"score_gpt":0.4064212920236643,"score_spread":0.36948887402935104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2728604129","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9930791,0.0004245342,0.000036278198,0.0006368012,0.0012851438,0.00024702697,0.0000032927942,0.000020436015,0.004267382],"genre_scores_gemma":[0.999262,0.000006410511,0.00033680527,0.00007329154,0.00015640663,0.00006817567,0.000023876191,0.000009817069,0.00006326007],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9986889,0.00008248787,0.0005975049,0.00019161531,0.00019145546,0.0002480321],"domain_scores_gemma":[0.99885947,0.000051600717,0.0004718466,0.00026516223,0.00033812554,0.000013793767],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038449015,0.00008277262,0.00017114847,0.00044857658,0.0004921719,0.000026185482,0.00021053161,0.000093211456,0.00009522826],"category_scores_gemma":[0.00029972362,0.00008714683,0.000020920152,0.00043079854,0.000050813953,0.00024546785,0.00008792185,0.000253712,0.0000056420563],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013336554,0.0000059366716,0.38277137,0.00021832391,0.0000032704131,0.000003653739,0.61186796,0.0000029520118,0.00051841105,0.00029667048,0.0006351685,0.0036629643],"study_design_scores_gemma":[0.0006234891,0.000014194476,0.22996016,0.0005371944,0.000004967369,2.0244006e-7,0.76704085,0.0000064617093,0.001141737,0.00009515328,0.000496631,0.00007896685],"about_ca_topic_score_codex":0.0022669525,"about_ca_topic_score_gemma":0.0010400236,"teacher_disagreement_score":0.15517291,"about_ca_system_score_codex":0.00013721766,"about_ca_system_score_gemma":0.00018378813,"threshold_uncertainty_score":0.37854382},"labels":[],"label_agreement":null},{"id":"W2728604861","doi":"10.1093/geroni/igx004.1672","title":"THE RIGHT KIND OF SMART? EMOTIONAL INTELLIGENCE AND COGNITIVE IMPAIRMENT IN OLDER ADULTS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cognition; Dementia; Montreal Cognitive Assessment; Psychology; Emotional intelligence; Cognitive impairment; Gerontology; Personality; Coping (psychology); Activities of daily living; Clinical psychology; Developmental psychology; Disease; Medicine; Psychiatry; Social psychology","score_opus":0.04204640152085002,"score_gpt":0.389197006240102,"score_spread":0.34715060471925197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2728604861","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99053794,0.00011958228,0.00085960055,0.0020551684,0.00020122562,0.00017345311,0.000002396826,0.000004858398,0.0060457936],"genre_scores_gemma":[0.9994158,0.000003581328,0.00003428704,0.00006113481,0.000023927902,0.000029955163,0.0000036508745,0.0000037586453,0.00042386193],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99920595,0.0000771637,0.00028536736,0.00016249713,0.000100520745,0.00016849063],"domain_scores_gemma":[0.9992998,0.00023777997,0.0001490136,0.00016253165,0.00014073763,0.00001010233],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00089320657,0.000055107597,0.00008230911,0.00019092766,0.00016303346,0.000028467744,0.00013514257,0.00004802501,0.00009507501],"category_scores_gemma":[0.00019033722,0.000043215085,0.000007665942,0.00019077846,0.00025063136,0.000073912524,0.00005819181,0.00020276291,0.000010236495],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013805603,0.0000986388,0.8652253,0.000015527581,0.000017167959,0.000015530359,0.009285319,0.0000011704337,0.000006512784,0.031287078,0.00011828496,0.0937914],"study_design_scores_gemma":[0.00057887577,0.000030397341,0.9936317,0.00021777212,0.0000011652564,0.000006838444,0.00275977,0.00019177416,0.00020594135,0.002286579,0.000042586926,0.00004656392],"about_ca_topic_score_codex":0.00029110606,"about_ca_topic_score_gemma":0.00037684359,"teacher_disagreement_score":0.12840642,"about_ca_system_score_codex":0.000018587383,"about_ca_system_score_gemma":0.000022020355,"threshold_uncertainty_score":0.176226},"labels":[],"label_agreement":null},{"id":"W2728612578","doi":"10.1093/geroni/igx004.3660","title":"PRESIDENTIAL SYMPOSIUM: CONCURRENT GAIT AND COGNITIVE IMPAIRMENT AS AN EMERGING GERIATRIC SYNDROME","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Psychology of Development and Education","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Cognition; Dementia; Gait; Disease; Physical medicine and rehabilitation; Affect (linguistics); Psychology; Cognitive decline; Neuroscience; Medicine","score_opus":0.0347443572306884,"score_gpt":0.3813136613830259,"score_spread":0.3465693041523375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2728612578","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9852222,0.00008204672,0.00023599823,0.0020237179,0.0031888378,0.00029493566,0.0000021404728,0.00004174318,0.008908343],"genre_scores_gemma":[0.9984731,0.0000116738065,0.00007743239,0.00024697298,0.00015907484,0.00008917961,0.000048402057,0.000013974057,0.0008801655],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987806,0.00006576376,0.00040099857,0.00036760408,0.00012430754,0.00026069122],"domain_scores_gemma":[0.99926835,0.00003510187,0.00033230288,0.00022055642,0.00010530393,0.00003838268],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057382876,0.00012904035,0.00013728469,0.0005235859,0.00032075914,0.00014614552,0.00016677214,0.000083633364,0.00041723886],"category_scores_gemma":[0.000051885152,0.00014794442,0.000012732913,0.00025308816,0.00008778367,0.0004697552,0.00005748501,0.00017054244,0.00009053881],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000085001484,0.00037760203,0.9162857,0.000036294598,0.0001118432,0.000081232174,0.026021902,0.0000013310317,0.000940186,0.011681927,0.0020664067,0.042310596],"study_design_scores_gemma":[0.001360405,0.000077703255,0.99429744,0.00008379545,0.000016220136,0.000093879826,0.0017150844,0.000017073755,0.00011493567,0.0016855543,0.0003537367,0.00018418815],"about_ca_topic_score_codex":0.00018649363,"about_ca_topic_score_gemma":0.000013047012,"teacher_disagreement_score":0.07801174,"about_ca_system_score_codex":0.000043531407,"about_ca_system_score_gemma":0.000048996124,"threshold_uncertainty_score":0.60329986},"labels":[],"label_agreement":null},{"id":"W2728616902","doi":"10.1093/geroni/igx004.3672","title":"SUBJECTIVE MEMORY IMPAIRMENT AND GAIT VARIABILITY: WHICH ASSOCIATION?","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"STRIDE; Gait; Association (psychology); Physical medicine and rehabilitation; Psychology; Preferred walking speed; Cognition; Medicine; Psychiatry","score_opus":0.025205220694853005,"score_gpt":0.366741695770357,"score_spread":0.341536475075504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2728616902","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9641387,0.000011588489,0.000525845,0.0034602983,0.0008134806,0.0005131652,0.0000074686627,0.000053532374,0.03047596],"genre_scores_gemma":[0.9969938,0.000016480586,0.00029462538,0.00051560486,0.0002360066,0.00011506846,0.00002218687,0.000010721959,0.0017955363],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984575,0.00030772755,0.0005349908,0.00024069578,0.00018320368,0.0002759112],"domain_scores_gemma":[0.9982528,0.0002796572,0.00067471346,0.00030037988,0.00046916556,0.000023275947],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0042601484,0.00009115399,0.00016491927,0.00017026234,0.000966934,0.000043855634,0.00011169887,0.0001550324,0.000026309244],"category_scores_gemma":[0.0015657754,0.00009462537,0.000013149513,0.00034038897,0.000021700862,0.000379345,0.00011111904,0.00046061425,0.00003333331],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000106762345,0.000083760344,0.9852163,0.00008272791,0.000014707049,6.2195636e-7,0.0026310573,4.7679535e-7,0.0015544494,0.007648994,0.00060257065,0.0021536432],"study_design_scores_gemma":[0.0010667528,0.000011883989,0.98179567,0.00017071793,0.0000059617546,2.6955493e-7,0.00091292366,0.00032275968,0.000011779806,0.014885046,0.0007223219,0.000093901624],"about_ca_topic_score_codex":0.000409852,"about_ca_topic_score_gemma":0.00039861986,"teacher_disagreement_score":0.03285511,"about_ca_system_score_codex":0.0005153983,"about_ca_system_score_gemma":0.0001426723,"threshold_uncertainty_score":0.7436973},"labels":[],"label_agreement":null},{"id":"W2728691275","doi":"10.1093/geroni/igx004.2867","title":"LIFE COURSE ANALYSIS OF GAMBLING AMONG OLDER CHINESE-CANADIANS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Gambling Behavior and Treatments","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Psychology; Life course approach; Recreation; Agency (philosophy); Intervention (counseling); Personality; Developmental psychology; Gerontology; Clinical psychology; Social psychology; Psychiatry; Sociology; Medicine","score_opus":0.09264031407316028,"score_gpt":0.4301730477827142,"score_spread":0.33753273370955394,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2728691275","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9927462,0.000022037548,0.00029194116,0.00032951945,0.00042539302,0.00009556459,0.000012268329,0.000021704645,0.006055368],"genre_scores_gemma":[0.9991732,6.678834e-7,0.00008873848,0.00012410483,0.00003801926,0.000021674361,0.000044074986,0.000013256505,0.000496243],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99900675,0.000025432764,0.00042403428,0.00021585565,0.00013668931,0.00019126611],"domain_scores_gemma":[0.9988488,0.000033796394,0.00038913268,0.0005393655,0.00014404816,0.000044854372],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033367166,0.00010275705,0.00023504237,0.0011540764,0.00013656252,0.00005746753,0.00019336352,0.00007133613,0.0003618577],"category_scores_gemma":[0.00016698886,0.000101560676,0.000054123146,0.0015852132,0.00006817684,0.00015189007,0.000022931947,0.000121708836,0.000013057395],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000035073595,0.0001025036,0.9935236,0.0000034227426,0.00034961867,0.00001869749,0.0022804844,0.00012536989,0.000094346164,0.0011435373,0.000079243,0.0022756867],"study_design_scores_gemma":[0.0006134235,0.00000619628,0.9982339,0.000024069006,0.00023727267,4.5100586e-7,0.0003743129,0.00031272965,0.00002577411,0.00006441858,0.000021770755,0.00008569076],"about_ca_topic_score_codex":0.008305516,"about_ca_topic_score_gemma":0.00243481,"teacher_disagreement_score":0.0064270175,"about_ca_system_score_codex":0.000030797062,"about_ca_system_score_gemma":0.000044071567,"threshold_uncertainty_score":0.9982983},"labels":[],"label_agreement":null},{"id":"W2728770908","doi":"10.1093/geroni/igx004.669","title":"EMOTION REGULATION AND DEPRESSION IN SENIORS: THE ROLE OF EXECUTIVE FUNCTIONS AND PERCEIVED STRESS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Depression (economics); Psychology; Moderated mediation; Mediation; Mood; Perceived Stress Scale; Cognition; Beck Depression Inventory; Clinical psychology; Chronic stress; Mental health; Stress (linguistics); Psychiatry; Anxiety; Social psychology","score_opus":0.033872597502771405,"score_gpt":0.3586015951651432,"score_spread":0.32472899766237184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2728770908","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99149597,0.000104009916,0.0003619823,0.0006352414,0.00009936932,0.00012523912,0.0000022772642,0.000008149306,0.00716776],"genre_scores_gemma":[0.99941945,0.000002501395,0.000033387456,0.000013107473,0.000032187905,0.000016342246,0.000010227756,0.0000042501083,0.00046856992],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993921,0.000104021135,0.0001935428,0.00013933705,0.000066461405,0.00010452066],"domain_scores_gemma":[0.999489,0.000074838186,0.00013737698,0.00020416285,0.00008665645,0.000007951192],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004442109,0.000050197006,0.00007884231,0.00023395017,0.00018450737,0.00002842996,0.00006488907,0.000065034474,0.000021408932],"category_scores_gemma":[0.00011900846,0.000040836858,0.0000051390853,0.00016589489,0.00014126163,0.00014667123,0.00004718533,0.00016458637,0.0000013259922],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028431672,0.000020760155,0.9451368,0.000005290858,0.0000053589943,8.181682e-7,0.0132563785,0.00001194353,0.0017784672,0.0027670183,0.000039588947,0.03694916],"study_design_scores_gemma":[0.0004027436,0.000008922155,0.9761262,0.00006764965,0.0000021862427,0.0000043526043,0.02008732,0.0010522503,0.00026686958,0.0019067582,0.00003712961,0.000037646307],"about_ca_topic_score_codex":0.00071900757,"about_ca_topic_score_gemma":0.00021336228,"teacher_disagreement_score":0.036911517,"about_ca_system_score_codex":0.000016484324,"about_ca_system_score_gemma":0.0000086086775,"threshold_uncertainty_score":0.16652787},"labels":[],"label_agreement":null},{"id":"W2728823132","doi":"10.1093/geroni/igx004.2346","title":"EFFECT OF KINECT TAI CHI ON OVERALL HEALTH OF DEMENTIA CLIENTS: A FEASIBILITY AND USABILITY STUDY","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Dementia; Usability; Mental health; Depression (economics); Intervention (counseling); Medicine; Psychological intervention; Gerontology; Psychology; Psychiatry","score_opus":0.03376783484478059,"score_gpt":0.3869190432600129,"score_spread":0.35315120841523234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2728823132","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9979418,0.00004193759,0.000049828748,0.00041525788,0.00016999932,0.0010190243,0.000004014724,0.000009434641,0.00034872684],"genre_scores_gemma":[0.9996791,0.0000055671217,0.00015638386,0.00010292117,0.000019967896,0.0000135554155,0.000005031292,0.0000052943146,0.0000121962985],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998682,0.00017182723,0.0006140196,0.0002147239,0.00021522146,0.00010215791],"domain_scores_gemma":[0.99875504,0.00023807905,0.00044255218,0.0004053814,0.0001361026,0.000022865475],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002469009,0.0000841964,0.00034408498,0.00025217052,0.00006595149,0.000010330765,0.000055095814,0.000029580087,0.000014800106],"category_scores_gemma":[0.0020619393,0.00006744802,0.000034852426,0.00020646004,0.00009492202,0.00009213955,0.00003773684,0.000120229575,4.8954735e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028724616,0.00045197163,0.98720217,0.00048333683,0.000029200828,4.029561e-7,0.00060251885,0.0000071623012,0.0008005497,0.00020705171,0.000013679992,0.009914737],"study_design_scores_gemma":[0.0034728332,0.0020968746,0.99243516,0.00024999143,0.000011929573,6.78414e-7,0.00015875936,0.000100537465,0.001323798,0.000092301794,0.000016261467,0.000040907085],"about_ca_topic_score_codex":0.00026188375,"about_ca_topic_score_gemma":0.000024714296,"teacher_disagreement_score":0.009873831,"about_ca_system_score_codex":0.000103179555,"about_ca_system_score_gemma":0.000053903677,"threshold_uncertainty_score":0.27504504},"labels":[],"label_agreement":null},{"id":"W2728827779","doi":"10.1093/geroni/igx004.2140","title":"TEMPORAL AND SPATIAL MEASURES OF GAIT AND DUAL-TASK GAIT IN AGING AND NEURODEGENERATIVE DISEASES","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Diet and metabolism studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Gait; Verbal fluency test; Physical medicine and rehabilitation; Cognition; Dementia; Task (project management); Psychology; Cognitive decline; Executive functions; Cognitive psychology; Neuroscience; Disease; Medicine; Neuropsychology","score_opus":0.04244864059550507,"score_gpt":0.30922250771208165,"score_spread":0.2667738671165766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2728827779","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99634856,0.001253649,0.00009648835,0.001491782,0.00011232934,0.00015072012,0.000006438133,0.00000919789,0.0005308645],"genre_scores_gemma":[0.9992648,0.00022413327,0.00017106364,0.00016282515,0.00010025495,0.000009640103,0.0000068532518,0.000007854234,0.000052588864],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992861,0.000024007526,0.00027470905,0.00018112399,0.00012363627,0.00011043141],"domain_scores_gemma":[0.999575,0.000032466054,0.00015190517,0.00010990431,0.00010667461,0.000024047027],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025009344,0.00009463167,0.00024724408,0.00027005494,0.000098112774,0.000041664858,0.000023387269,0.000023262073,0.000001693213],"category_scores_gemma":[0.000419113,0.00008485118,0.000007619327,0.00014383807,0.00015337642,0.00016855978,0.00008026768,0.00009147578,1.0734031e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003759201,0.000025264333,0.9621982,0.0000893026,0.000013080744,0.000014929882,0.002099816,0.0000015444786,0.008184118,0.0007633817,0.0000638153,0.026508935],"study_design_scores_gemma":[0.001370897,0.000024898538,0.995432,0.00021443222,0.00002169247,0.0000029157975,0.00045121188,0.00021725646,0.0013323516,0.00046336305,0.0003915775,0.000077387915],"about_ca_topic_score_codex":0.00058542535,"about_ca_topic_score_gemma":0.0002549732,"teacher_disagreement_score":0.033233795,"about_ca_system_score_codex":0.000007819693,"about_ca_system_score_gemma":0.000026459338,"threshold_uncertainty_score":0.34601307},"labels":[],"label_agreement":null},{"id":"W2728860826","doi":"10.1093/geroni/igx004.837","title":"AEROBIC AND RESISTANCE TRAINING TO REDUCE CANCER-RELATED FATIGUE: EFFICACY IN ONCOGERIATRIC PATIENTS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Cancer survivorship and care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke","funders":"","keywords":"Medicine; Aerobic exercise; Lean body mass; Quality of life (healthcare); Aerobic capacity; Physical therapy; Cancer; Population; Cancer-related fatigue; Physical fitness; Gerontology; Body weight; Internal medicine; Nursing","score_opus":0.0508448911119417,"score_gpt":0.34963919105087266,"score_spread":0.298794299938931,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2728860826","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9929223,0.00013215306,0.000020277901,0.0027771383,0.00050336076,0.0003194419,0.0000025294764,0.000032136035,0.0032906411],"genre_scores_gemma":[0.99899346,0.000022153175,0.000265783,0.00032505192,0.000069205125,0.000046247533,0.0000140712655,0.000015076169,0.0002489776],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989709,0.000022170705,0.00040114098,0.00025261962,0.0001634964,0.00018961937],"domain_scores_gemma":[0.9993696,0.000033052325,0.00017977087,0.00023721924,0.00014322097,0.000037093632],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033680478,0.00009792613,0.00019142052,0.00046241697,0.00010019568,0.00004977141,0.00008640879,0.00005879261,0.000014943329],"category_scores_gemma":[0.00032903455,0.00010593903,0.0000120319855,0.0010151382,0.000024067826,0.00014270582,0.00003612202,0.00019548173,0.0000017068193],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019720115,0.00011641894,0.8613186,0.00013529688,0.0000184538,0.000023950972,0.03034109,0.000038768172,0.0029960023,0.0018361608,0.0003723354,0.10260571],"study_design_scores_gemma":[0.002531287,0.000026977732,0.9932256,0.00084182585,0.000007773073,7.7293475e-7,0.0004601716,0.000023030954,0.0005227681,0.000119691016,0.002108688,0.00013142232],"about_ca_topic_score_codex":0.0008425383,"about_ca_topic_score_gemma":0.0025440964,"teacher_disagreement_score":0.13190699,"about_ca_system_score_codex":0.00023568896,"about_ca_system_score_gemma":0.0001056254,"threshold_uncertainty_score":0.4320068},"labels":[],"label_agreement":null},{"id":"W2728865418","doi":"10.1093/geroni/igx004.2669","title":"DOES SAMPLE ATTRITION DECREASE THE GENERALIZABILITY OF THE FINDINGS IN THE CANDRIVE II COHORT STUDY?","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University; University of Manitoba; University of Toronto; McGill University; Lakehead University; University of Ottawa","funders":"","keywords":"Generalizability theory; Cohort; Attrition; Sample (material); Demography; Gerontology; Medicine; Cohort study; Psychology; Developmental psychology; Sociology; Dentistry","score_opus":0.07513664871802811,"score_gpt":0.41985094104036885,"score_spread":0.34471429232234074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2728865418","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9760491,0.000006447859,0.00006317688,0.021177208,0.0005701656,0.0017530766,0.000017155644,0.000013679739,0.0003499747],"genre_scores_gemma":[0.99836487,0.000006240201,0.00005052193,0.0009761632,0.00009837351,0.00038985055,0.0000054833386,0.000007977024,0.00010051045],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978592,0.0007205555,0.0006747687,0.00020619608,0.00030704145,0.00023223304],"domain_scores_gemma":[0.9974612,0.00097057753,0.00044542857,0.0008192348,0.0002942534,0.000009287988],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0037149782,0.00010264879,0.00017744543,0.000106490465,0.0025841875,0.000025924233,0.0005545833,0.000048822938,0.000030143286],"category_scores_gemma":[0.00596073,0.00004223462,0.000024775549,0.0005965778,0.00017805271,0.00014994618,0.00036513625,0.00046990844,0.0000013652055],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000038909793,0.00008652308,0.96630627,0.00003744769,0.0000108159475,4.8763053e-7,0.031501763,0.000008757469,0.00009091364,0.0012148363,0.00059031235,0.00014796328],"study_design_scores_gemma":[0.000568548,0.00001117475,0.98123336,0.00020444863,0.000010021995,1.8143245e-7,0.014048945,0.00005927368,0.000051186158,0.0033098392,0.00044511116,0.000057898127],"about_ca_topic_score_codex":0.018403014,"about_ca_topic_score_gemma":0.03661443,"teacher_disagreement_score":0.022315765,"about_ca_system_score_codex":0.0001600165,"about_ca_system_score_gemma":0.00011909435,"threshold_uncertainty_score":0.9987143},"labels":[],"label_agreement":null},{"id":"W2728923256","doi":"10.1093/geroni/igx004.246","title":"LESS IS MORE: COMPLEX VOLUNTEER JOBS AND MORE VOLUNTEERING ATTENUATE THE BENEFITS OF VOLUNTEERING","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Job Satisfaction and Organizational Behavior","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor; Université Laval; Baycrest Hospital","funders":"","keywords":"Psychosocial; Cognition; Psychology; Volunteer; Working memory; Cognitive skill; Gerontology; Clinical psychology; Developmental psychology; Medicine; Psychiatry","score_opus":0.042797719197920046,"score_gpt":0.2807299392336316,"score_spread":0.23793222003571154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2728923256","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9905954,0.00005113287,0.00054665515,0.0076756976,0.0002981809,0.00016777545,0.0000063068596,0.00004581132,0.0006130313],"genre_scores_gemma":[0.99742794,0.000006933384,0.00016172677,0.0018739101,0.00026177493,0.000010932921,0.000020883888,0.000028661287,0.000207242],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99885803,0.00000414985,0.00045582783,0.00022291733,0.0002712367,0.00018783059],"domain_scores_gemma":[0.99879724,0.000023606815,0.00042112073,0.00031774867,0.0004344165,0.0000058588157],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033041986,0.00014970094,0.0001733458,0.00035465416,0.00043776762,0.00037578016,0.00028104513,0.00004812096,0.00010407197],"category_scores_gemma":[0.00017382216,0.00013337996,0.000022696893,0.0006145286,0.00012387574,0.0011040742,0.00025886766,0.00015983664,0.00001420415],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005422854,0.000012018761,0.97153366,0.000072378345,0.00000963033,0.0000012691613,0.0007143529,0.0002257722,0.0027031158,0.015447586,0.00069414807,0.008580677],"study_design_scores_gemma":[0.0004120473,0.000001313535,0.9865898,0.00012443354,0.00001421507,0.0000025339143,0.001296684,0.0065072295,0.00040265682,0.00018876963,0.0043069106,0.00015343918],"about_ca_topic_score_codex":0.0014039563,"about_ca_topic_score_gemma":0.00022500737,"teacher_disagreement_score":0.015258816,"about_ca_system_score_codex":0.000033786524,"about_ca_system_score_gemma":0.000012011781,"threshold_uncertainty_score":0.5439077},"labels":[],"label_agreement":null},{"id":"W2728960884","doi":"10.1093/geroni/igx004.2019","title":"INSIGHTS INTO IMPLEMENTING A RELATIONSHIP-CENTRED MEALTIME INTERVENTION FOR CANADIAN LONG-TERM CARE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dietetics, Nutrition, and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Research Institute for Aging; University of Waterloo","funders":"","keywords":"Thematic analysis; Context (archaeology); Psychological intervention; Intervention (counseling); Socialization; Nursing; Accountability; Psychology; Long-term care; Sustainability; Medical education; Medicine; Qualitative research; Social psychology; Sociology; Political science","score_opus":0.12670215598235482,"score_gpt":0.4563401559453606,"score_spread":0.3296379999630058,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2728960884","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9872373,0.0003049277,0.0025405455,0.00317138,0.0027184775,0.0010240256,0.000014621103,0.000054177443,0.0029345811],"genre_scores_gemma":[0.9965142,0.0000112909465,0.00091550365,0.00028337675,0.00055867573,0.00030524534,0.0009685091,0.000023797887,0.00041939598],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998243,0.000106574706,0.0008492647,0.00024962943,0.00012355541,0.00042798335],"domain_scores_gemma":[0.998042,0.0001356885,0.00059593836,0.00034791845,0.0008091413,0.000069317706],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005233047,0.000114334965,0.00014091551,0.00076648593,0.0029829,0.000094597126,0.00019539807,0.00012911478,0.000083152016],"category_scores_gemma":[0.0009398382,0.00013381528,0.00003781751,0.00032069147,0.000031781314,0.0005463893,0.000049251717,0.00026855554,0.00003958086],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001108751,0.000023710276,0.91722715,0.00094579544,0.000009098606,8.0093025e-7,0.054224104,0.0000020910056,0.000081563565,0.014974774,0.0009972259,0.011502624],"study_design_scores_gemma":[0.0018529018,0.000020174395,0.9416933,0.0016676841,0.0000133398025,2.0363304e-7,0.038184006,0.00018047357,0.000096526346,0.008856277,0.007253489,0.00018159284],"about_ca_topic_score_codex":0.03720267,"about_ca_topic_score_gemma":0.34461963,"teacher_disagreement_score":0.30741698,"about_ca_system_score_codex":0.000938502,"about_ca_system_score_gemma":0.0004329706,"threshold_uncertainty_score":0.9983151},"labels":[],"label_agreement":null},{"id":"W2728974276","doi":"10.1093/geroni/igx004.3485","title":"WHICH PHYSICAL EXERCISES IMPROVE COGNITION IN MCI? LESSONS LEARNED FROM THE PROMOTE TRIAL","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Randomized controlled trial; Cognition; Dementia; Physical therapy; Aerobic exercise; Physical medicine and rehabilitation; Medicine; Cognitive training; Cognitive impairment; Psychology; Gerontology; Psychiatry; Internal medicine; Disease","score_opus":0.09501766212074998,"score_gpt":0.4131532431497012,"score_spread":0.31813558102895123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2728974276","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97238463,0.000007041195,0.00017628443,0.02005915,0.00015932141,0.0009118887,0.000009523301,0.000020665162,0.00627149],"genre_scores_gemma":[0.9988,0.000013617545,0.000046813475,0.00024081937,0.00040166668,0.00017107601,0.0000916453,0.00001182131,0.00022254765],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99881995,0.00006968332,0.0002903759,0.00025609694,0.0003403468,0.00022354757],"domain_scores_gemma":[0.9991413,0.00011944873,0.00015123456,0.00027911726,0.0002882222,0.000020706093],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00082405255,0.000095195464,0.00017445783,0.00018005165,0.00018496573,0.00015260889,0.00013797432,0.000046859837,0.00006918727],"category_scores_gemma":[0.0012553128,0.00007230639,0.000025382422,0.0004659003,0.00007149171,0.00025113835,0.00008662391,0.00038717414,0.000029492134],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00933655,0.0013516624,0.213031,0.00006777494,0.00007170901,0.000051899442,0.003462543,0.0000019803888,0.1554903,0.0020869556,0.00026828062,0.61477935],"study_design_scores_gemma":[0.042576674,0.0002753359,0.8951691,0.00052064436,0.000047326477,0.0000013495426,0.00096604,0.0015910639,0.045762386,0.012530077,0.00040304646,0.00015695712],"about_ca_topic_score_codex":0.00035750703,"about_ca_topic_score_gemma":0.00015940082,"teacher_disagreement_score":0.6821381,"about_ca_system_score_codex":0.000055900506,"about_ca_system_score_gemma":0.000120409415,"threshold_uncertainty_score":0.2948569},"labels":[],"label_agreement":null},{"id":"W2728979385","doi":"10.1093/geroni/igx004.5039","title":"EMBODIED CONVERSATIONAL AGENTS: TECHNOLOGIES TO SUPPORT OLDER ADULTS WITH MILD COGNITIVE IMPAIRMENT","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Embodied cognition; Cognitive impairment; Cognition; Psychology; Cognitive psychology; Cognitive science; Computer science; Neuroscience; Artificial intelligence","score_opus":0.029496818192021202,"score_gpt":0.3289197467719013,"score_spread":0.29942292857988007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2728979385","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9656761,0.000005111535,0.0006835796,0.024087263,0.00020623935,0.0008463421,0.000011825088,0.00046361506,0.008019921],"genre_scores_gemma":[0.9978325,0.0000060324683,0.0010308626,0.0006465409,0.00003677194,0.00016967877,0.0000202862,0.000011512316,0.0002458584],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99861395,0.000027758535,0.0003042557,0.00034060047,0.00036985675,0.00034359572],"domain_scores_gemma":[0.99892837,0.00005539837,0.00027264777,0.00027783407,0.0004406181,0.00002513662],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057473284,0.00012458996,0.00013867936,0.0005980478,0.00065456907,0.00012582049,0.0004410211,0.00013969082,0.000091977294],"category_scores_gemma":[0.0007807264,0.0001239707,0.000014037835,0.0007652995,0.00044310067,0.00047693902,0.00013770306,0.00020613587,0.00005788352],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012132343,0.000156202,0.8419564,0.000029044566,0.000045532743,0.00004625824,0.055593908,0.000006450138,0.000026781743,0.055989068,0.0030984064,0.04293064],"study_design_scores_gemma":[0.004175417,0.00016338397,0.8861412,0.0009863535,0.000012886306,0.000003409004,0.097770445,0.000053765714,0.002540761,0.004422403,0.0032516338,0.00047834983],"about_ca_topic_score_codex":0.00060214597,"about_ca_topic_score_gemma":0.0021645112,"teacher_disagreement_score":0.051566664,"about_ca_system_score_codex":0.00020653047,"about_ca_system_score_gemma":0.00017891453,"threshold_uncertainty_score":0.50553787},"labels":[],"label_agreement":null},{"id":"W2729018800","doi":"10.1093/geroni/igx004.5025","title":"COMBINED EXERCISE AND COGNITIVE TRAINING: EFFECTS OF FORMAT AND MOTIVATION","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Cardiovascular and exercise physiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Cognitive training; Task (project management); Cognition; Modality (human–computer interaction); Aerobic exercise; Psychology; Training (meteorology); Cognitive psychology; Physical medicine and rehabilitation; Effects of sleep deprivation on cognitive performance; Computer science; Physical therapy; Medicine; Artificial intelligence; Neuroscience","score_opus":0.024637810588132112,"score_gpt":0.2885652723455968,"score_spread":0.2639274617574647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2729018800","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9982587,0.00012917162,0.00057236606,0.00013015476,0.00006265881,0.0002446741,6.5632224e-7,0.000009365611,0.0005922411],"genre_scores_gemma":[0.9997096,0.000066729495,0.00009062687,0.000063707164,0.000020604577,0.000014446013,0.000016157383,0.0000054594816,0.0000126480145],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9995782,0.000009924247,0.00017563437,0.00009649047,0.00006590544,0.00007383851],"domain_scores_gemma":[0.9996045,0.00006841974,0.000104201514,0.000103805214,0.00010542514,0.000013598763],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020135775,0.000054697855,0.00023195005,0.00017594271,0.00006088655,0.000012777665,0.000018400393,0.000035675308,0.0000011406207],"category_scores_gemma":[0.00043585512,0.000052242944,0.000016480624,0.00011227771,0.00008363193,0.00013999443,0.000030996558,0.000068207046,3.2242087e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014094448,0.00012434916,0.2989265,0.002074714,0.00018724869,0.00003708239,0.017208437,0.0000036933423,0.07537878,0.005132087,0.000057583962,0.59946007],"study_design_scores_gemma":[0.003286008,0.00005697916,0.9665611,0.0010504322,0.00005206618,0.000008756367,0.0004676195,0.0002688789,0.026815606,0.0013719809,0.0000054099974,0.000055195254],"about_ca_topic_score_codex":0.000024596826,"about_ca_topic_score_gemma":6.8536684e-7,"teacher_disagreement_score":0.6676346,"about_ca_system_score_codex":0.000005712831,"about_ca_system_score_gemma":0.000013631649,"threshold_uncertainty_score":0.21304053},"labels":[],"label_agreement":null},{"id":"W2729025512","doi":"10.1093/geroni/igx004.4265","title":"INTIMACY, SEXUALITY AND DEMENTIA: THE LAST TABOO","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alzheimer Society of Canada; Baycrest Hospital","funders":"","keywords":"Dementia; Taboo; Human sexuality; Psychology; Health care; Intervention (counseling); Nursing; Medicine; Psychiatry; Sociology; Political science","score_opus":0.04661864012977057,"score_gpt":0.3682855547214032,"score_spread":0.3216669145916326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2729025512","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97567195,0.000075545395,0.000263986,0.008487903,0.00017488775,0.000076409204,3.4570095e-7,0.000017875991,0.01523108],"genre_scores_gemma":[0.9991068,0.000051040803,0.000075759766,0.00051681226,0.00013297774,0.0000060636858,7.8051863e-7,0.0000023828713,0.00010733128],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99950355,0.000051780153,0.00012847416,0.00008748449,0.00011811184,0.00011057511],"domain_scores_gemma":[0.9996503,0.000048956244,0.00009649274,0.0001368425,0.00005910718,0.00000831054],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009923205,0.000033046075,0.000042696425,0.00005451977,0.0009547817,0.00021636418,0.00015760948,0.00002322581,0.000025223417],"category_scores_gemma":[0.0002630606,0.000026907943,0.0000046144014,0.00022669593,0.00015508808,0.00026869975,0.000056646408,0.00008920408,0.000004221042],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000013332042,0.000011107541,0.8632933,0.000004839065,0.000008912457,0.0000012765578,0.014729775,0.000001050178,0.0006373398,0.075949475,0.00090264546,0.044458948],"study_design_scores_gemma":[0.00035721748,0.0000065282966,0.8788438,0.00009180884,0.000007323504,5.4258317e-7,0.0038313055,0.000057910478,0.00078859285,0.019886043,0.095998764,0.00013017844],"about_ca_topic_score_codex":0.002191735,"about_ca_topic_score_gemma":0.0050832387,"teacher_disagreement_score":0.09509612,"about_ca_system_score_codex":0.000015810976,"about_ca_system_score_gemma":0.00003644402,"threshold_uncertainty_score":0.73435056},"labels":[],"label_agreement":null},{"id":"W2729031920","doi":"10.1093/geroni/igx004.3794","title":"THE MOUSE CLINICAL FRAILTY INDEX AS AN OUTCOME AND MODULATOR OF DRUG THERAPY","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Healthcare and Venom Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Frailty Index; Medicine; Psychological intervention; Ageing; Gerontology; Longevity; Resveratrol; Internal medicine; Caloric theory; Physiology; Pharmacology; Psychiatry","score_opus":0.2575770726818037,"score_gpt":0.5380526700192202,"score_spread":0.2804755973374165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2729031920","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9892858,0.00005136778,0.00004539727,0.009814823,0.0000707855,0.00020071462,9.161071e-7,0.000009797255,0.0005203906],"genre_scores_gemma":[0.9983703,0.000104181236,0.00007049464,0.0008169231,0.00011701195,0.0000069204293,0.0000034807908,0.00000825701,0.0005024601],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99896705,0.000069565765,0.0005084327,0.00012733733,0.00019606807,0.00013151884],"domain_scores_gemma":[0.9990293,0.00011688689,0.00016291416,0.00042651102,0.00022258793,0.000041811145],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002464124,0.000048648144,0.00014934441,0.000112165995,0.00017981586,0.000042685122,0.000118864344,0.000053887492,0.00000967214],"category_scores_gemma":[0.00082221883,0.000032754117,0.000014262869,0.00014520015,0.00013155135,0.00011840483,0.000041282216,0.00031300986,0.0000024852225],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060244252,0.00003622364,0.8723893,0.000016001797,0.0000064026035,0.0000029441264,0.00029950187,2.5624541e-7,0.00042510964,0.0019137077,0.000049188013,0.12480109],"study_design_scores_gemma":[0.0010148892,0.000078662284,0.99274373,0.000026185498,7.8299604e-7,0.000002026505,0.00024249268,0.0006477057,0.00072199985,0.0009377718,0.003549056,0.00003471902],"about_ca_topic_score_codex":0.00067616545,"about_ca_topic_score_gemma":0.00008286922,"teacher_disagreement_score":0.12476637,"about_ca_system_score_codex":0.000019079342,"about_ca_system_score_gemma":0.00011983995,"threshold_uncertainty_score":0.13830164},"labels":[],"label_agreement":null},{"id":"W2729041790","doi":"10.1093/geroni/igx004.4588","title":"UNWANTED HELP: REACTIONS TO BENEVOLENT VS. HOSTILE AGEISM","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Prejudice (legal term); Face (sociological concept); Psychology; Perception; Social psychology; Hostility; Older people; Age discrimination; Sociology; Gerontology; Political science; Medicine; Law","score_opus":0.07986259382583633,"score_gpt":0.42709987884723905,"score_spread":0.3472372850214027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2729041790","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9213446,0.00002757703,0.003969902,0.017697413,0.0011492082,0.0001968357,0.0000054190705,0.00008548701,0.055523556],"genre_scores_gemma":[0.9873581,9.892763e-7,0.00036762905,0.0007590055,0.00015236024,0.00007800355,0.00001553871,0.000014535459,0.011253824],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99883205,0.0000605608,0.00033830988,0.0002954269,0.00014326679,0.0003303713],"domain_scores_gemma":[0.99893457,0.00006839492,0.00014640143,0.0006391233,0.00017314365,0.00003835052],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006907221,0.00009289831,0.00013118896,0.00055648055,0.00038115896,0.00008150875,0.00030602474,0.00008826769,0.00040107997],"category_scores_gemma":[0.0004041034,0.000099735735,0.00001741297,0.0004693502,0.00006943933,0.000107687,0.00009717564,0.00032357202,0.000529147],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018967934,0.0002821921,0.6482708,0.000039876897,0.00010157992,0.00021425537,0.016999869,0.000068131456,0.004614799,0.1472989,0.0604957,0.12142424],"study_design_scores_gemma":[0.00070839474,0.00004850209,0.9464739,0.00011145705,0.000003599039,0.000018548175,0.0014127641,0.00014108694,0.0007885677,0.0013456031,0.048766658,0.00018091612],"about_ca_topic_score_codex":0.00095948257,"about_ca_topic_score_gemma":0.00016030729,"teacher_disagreement_score":0.2982031,"about_ca_system_score_codex":0.000077099554,"about_ca_system_score_gemma":0.00003292023,"threshold_uncertainty_score":0.68012905},"labels":[],"label_agreement":null},{"id":"W2729047893","doi":"10.1093/geroni/igx004.325","title":"GERIATRIC PROGRAM DEVELOPMENT IN THE FUTURE HOSPITAL","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Staffing; Process (computing); Adaptation (eye); Service (business); Analytics; Informatics; Process management; Computer science; Health informatics; Plan (archaeology); Knowledge management; Engineering management; Data science; Medicine; Nursing; Engineering; Business; Public health; Psychology","score_opus":0.019113546481197268,"score_gpt":0.31452563910389353,"score_spread":0.29541209262269624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2729047893","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97178805,0.00004657477,0.000053119697,0.02390363,0.0003843854,0.00060237676,2.846734e-7,0.00003827255,0.0031833109],"genre_scores_gemma":[0.99398226,0.00000498501,0.0046382234,0.00068832556,0.0003444959,0.00013041246,0.000020139547,0.0000086197815,0.00018253035],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99914795,0.000014074498,0.00031815493,0.00014279605,0.00021205592,0.00016494631],"domain_scores_gemma":[0.9994132,0.00001674818,0.0001401043,0.00031653076,0.00010022916,0.000013165758],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049611833,0.00007824543,0.00009739393,0.00025786774,0.00011058519,0.00008551569,0.00018450484,0.00004971434,0.000013038838],"category_scores_gemma":[0.00030006055,0.000058348065,0.0000104424125,0.0006082486,0.00002884113,0.00014715361,0.00003923001,0.0002438115,0.00001556328],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008271276,0.00018774613,0.5821922,0.000053496075,0.0000065239415,0.00005848698,0.0050817025,0.0000017682032,0.000130212,0.001392879,0.0018958686,0.40899086],"study_design_scores_gemma":[0.00091016537,0.000032311786,0.94698274,0.00011770496,0.000002067215,0.00001006195,0.0006083147,0.000047962694,0.0002429613,0.00013868875,0.05083083,0.0000762053],"about_ca_topic_score_codex":0.00002692119,"about_ca_topic_score_gemma":0.000035410616,"teacher_disagreement_score":0.40891466,"about_ca_system_score_codex":0.000093219685,"about_ca_system_score_gemma":0.00011000615,"threshold_uncertainty_score":0.2379365},"labels":[],"label_agreement":null},{"id":"W2729060396","doi":"10.1093/geroni/igx004.1089","title":"AGE-FRIENDLY COMMUNITY STRATEGIES: A RESEARCH-BASED APPROACH ADOPTED IN GUANGZHOU, CHINA","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"MacEwan University; University of Calgary","funders":"","keywords":"China; Geography; Regional science; Archaeology","score_opus":0.13611090619567406,"score_gpt":0.4238757332223003,"score_spread":0.28776482702662626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2729060396","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8948662,0.0000328669,0.0018756175,0.0019245242,0.00012646367,0.00028716336,0.0000019246797,0.000058967606,0.10082627],"genre_scores_gemma":[0.9984347,0.000017204075,0.0009498075,0.00006851725,0.00013269011,0.000057661662,0.000019942376,0.00000937948,0.00031007756],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.997821,0.00075172033,0.00037649038,0.00018690804,0.00047540493,0.00038848014],"domain_scores_gemma":[0.99887955,0.00015794669,0.00020504075,0.00043567616,0.00029602085,0.000025759673],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0067265127,0.00010031575,0.00016030246,0.0006888358,0.0028829651,0.0005371966,0.0005746837,0.00008140395,0.000021591293],"category_scores_gemma":[0.0015113285,0.00010564717,0.000019013589,0.0015617225,0.0007652101,0.0006621251,0.00009580553,0.0007316101,0.0000049659807],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014934357,0.0002251348,0.12064951,0.00005964583,0.000008234953,0.000013889988,0.6332763,0.00031146087,0.000096424825,0.24114138,0.0017958748,0.0024072162],"study_design_scores_gemma":[0.00073432375,0.00002458422,0.904268,0.00014393197,0.0000018714059,1.5353946e-7,0.050303563,0.0009328596,0.00004184822,0.03763517,0.005717179,0.00019646331],"about_ca_topic_score_codex":0.1951543,"about_ca_topic_score_gemma":0.14676848,"teacher_disagreement_score":0.7836185,"about_ca_system_score_codex":0.00019511672,"about_ca_system_score_gemma":0.00043486917,"threshold_uncertainty_score":0.9984152},"labels":[],"label_agreement":null},{"id":"W2729066084","doi":"10.1093/geroni/igx004.202","title":"LESSONS LEARNED FROM RENFREW COUNTY’S COMMUNITY PARAMEDIC RESPONSE UNIT PROGRAM","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sinai Health System; University of Toronto","funders":"","keywords":"Medicine; Unit (ring theory); Community hospital; Cohort; Emergency response; Medical emergency; Emergency medicine; Nursing; Psychology","score_opus":0.1869735969463327,"score_gpt":0.43973731940502997,"score_spread":0.25276372245869727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2729066084","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9594361,0.00016341064,0.000067756526,0.033744533,0.00034642834,0.00024410636,0.000021499407,0.00011116696,0.0058650034],"genre_scores_gemma":[0.99750924,0.0001708568,0.0006318849,0.0008864271,0.00013115548,0.00005733013,0.00012215908,0.000014271388,0.00047664618],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988886,0.00017245239,0.00038246103,0.0001556382,0.00020805326,0.00019278326],"domain_scores_gemma":[0.9985248,0.00020820012,0.00022343783,0.0006873252,0.000329917,0.000026336756],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014404324,0.00011562666,0.00021877911,0.00020454466,0.00066254596,0.0000512676,0.00020430416,0.000075327356,0.00005068506],"category_scores_gemma":[0.0031099038,0.00010921604,0.000026298461,0.0004409116,0.00019740706,0.00015376107,0.000121881334,0.0006521404,0.0000138251],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012963638,0.00066918996,0.60977983,0.00017984003,0.00023967981,0.00015396705,0.013207755,0.00000812707,0.01521,0.006339859,0.021582711,0.33133265],"study_design_scores_gemma":[0.0017992065,0.00013307728,0.87926614,0.0007757949,0.000037315473,0.0000045962056,0.0043902313,0.00015216084,0.0013909001,0.0057135513,0.10614084,0.00019619672],"about_ca_topic_score_codex":0.0015283697,"about_ca_topic_score_gemma":0.00027555204,"teacher_disagreement_score":0.33113644,"about_ca_system_score_codex":0.00006113343,"about_ca_system_score_gemma":0.000099737365,"threshold_uncertainty_score":0.5095835},"labels":[],"label_agreement":null},{"id":"W2729071896","doi":"10.1093/geroni/igx004.477","title":"MINDFUL AGING: THE IMPACT OF TRAIT MINDFULNESS ON AGING STEREOTYPES","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Mindfulness and Compassion Interventions","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Mindfulness; Psychology; Curiosity; Successful aging; Trait; Openness to experience; Psychological intervention; Healthy aging; Clinical psychology; Affect (linguistics); Population; Cognition; Developmental psychology; Gerontology; Social psychology; Medicine; Psychiatry","score_opus":0.06749390092529144,"score_gpt":0.39898953324417213,"score_spread":0.3314956323188807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2729071896","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96057165,0.000018446253,0.011501171,0.0020846324,0.000921823,0.00019211798,0.000023471346,0.000025263374,0.02466144],"genre_scores_gemma":[0.99725235,3.574956e-8,0.000020794414,0.00010657063,0.00015639821,0.00042744854,0.000009831047,0.0000217197,0.0020048674],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9983444,0.00012255159,0.00071927474,0.00030018942,0.00021365852,0.0002998765],"domain_scores_gemma":[0.9980409,0.00014606031,0.00072502904,0.0008814931,0.00018001757,0.000026468027],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008291701,0.00018399493,0.00024660976,0.00054987165,0.00038700813,0.000150004,0.0006589921,0.00007940846,0.0045520877],"category_scores_gemma":[0.00012905376,0.00013252116,0.00014791466,0.00052270654,0.00013374799,0.00019047066,0.00009144031,0.0003451568,0.000055744877],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012361453,0.0005903027,0.08305732,0.000052724525,0.00023233706,0.000032473316,0.005243179,0.00033486602,0.00024263849,0.5138892,0.013974415,0.3822269],"study_design_scores_gemma":[0.001959077,0.00017030301,0.9335357,0.0008794826,0.000023872892,0.000023884233,0.0030659623,0.0005487105,0.022366408,0.033840403,0.0031738363,0.0004123949],"about_ca_topic_score_codex":0.0010121338,"about_ca_topic_score_gemma":0.00005809431,"teacher_disagreement_score":0.85047835,"about_ca_system_score_codex":0.00006683002,"about_ca_system_score_gemma":0.000043947588,"threshold_uncertainty_score":0.99635786},"labels":[],"label_agreement":null},{"id":"W2729075031","doi":"10.1093/geroni/igx004.908","title":"A LONGITUDINAL STUDY OF THE NAVIGATION PATTERNS OF DEMENTIA PATIENTS AND THEIR RELATIONSHIP TO MMSE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Spatial Cognition and Navigation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BC Research (Canada)","funders":"","keywords":"Dementia; Cognition; Contrast (vision); Longitudinal study; Repeated measures design; Medicine; Cognitive decline; Psychology; Audiology; Physical medicine and rehabilitation; Statistics; Mathematics; Computer science; Internal medicine; Psychiatry; Artificial intelligence","score_opus":0.042016404146035836,"score_gpt":0.2888434962543748,"score_spread":0.24682709210833895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2729075031","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9965909,0.000003567839,0.0027882068,0.00005126974,0.00014095841,0.0002768269,0.0000065982404,0.000012803674,0.00012885769],"genre_scores_gemma":[0.999893,4.2605967e-7,0.00004694762,0.000011177106,0.000011127487,0.000016385859,0.000012339368,0.000006423388,0.0000021396127],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99944127,0.000019695142,0.0003121445,0.000071957395,0.000102802056,0.000052114716],"domain_scores_gemma":[0.99950194,0.000030791238,0.00015319712,0.00015143426,0.00015500531,0.000007627158],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018959759,0.00005433047,0.00006938987,0.00013858761,0.00008738769,0.000021466556,0.00008141719,0.000020983756,0.000003907412],"category_scores_gemma":[0.00013333505,0.000046062632,0.000007912076,0.0002727278,0.000011165818,0.00016103926,0.000036090027,0.00007125413,5.0982226e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000031768748,0.000033032004,0.99282914,0.000025362655,0.00000800953,6.875968e-8,0.0021990796,0.00046907543,0.0007957317,0.0002998062,0.0000036540519,0.0033338654],"study_design_scores_gemma":[0.00047648489,0.000023486255,0.9928348,0.0001299244,0.000005287657,1.4558039e-7,0.00044914358,0.0009896226,0.004650042,0.00039326664,0.0000032934709,0.000044521577],"about_ca_topic_score_codex":0.00011436397,"about_ca_topic_score_gemma":0.000107202475,"teacher_disagreement_score":0.0038543101,"about_ca_system_score_codex":0.000017782048,"about_ca_system_score_gemma":0.000003964976,"threshold_uncertainty_score":0.18783797},"labels":[],"label_agreement":null},{"id":"W2729078895","doi":"10.1093/geroni/igx004.4679","title":"FRAILTY ASSESSMENT AND 6-MONTH FUNCTIONAL STATUS AND MORTALITY AFTER AORTIC VALVE REPLACEMENT","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Jewish General Hospital","funders":"","keywords":"Medicine; Internal medicine; Aortic valve replacement; Cohort; Prospective cohort study; Cardiology; Surgery; Stenosis","score_opus":0.04202142752259983,"score_gpt":0.40469564112721734,"score_spread":0.3626742136046175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2729078895","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99757975,0.00015046581,0.00017774833,0.00029259393,0.00015269242,0.00022407285,0.000014015133,0.000013162642,0.0013955188],"genre_scores_gemma":[0.999223,0.00003103099,0.00018990372,0.00027580076,0.000054574182,0.000065231245,0.000064936896,0.000007253877,0.00008825182],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99923575,0.000012008404,0.00022201704,0.0002109053,0.00018729031,0.00013203765],"domain_scores_gemma":[0.99948794,0.0000140981665,0.00011066533,0.00025010365,0.00008843122,0.00004876034],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018617944,0.00008476829,0.00013288688,0.000099733355,0.000112454516,0.000075143624,0.0000117412155,0.000025155321,0.000058423826],"category_scores_gemma":[0.000049102222,0.00007733731,0.00005203473,0.000076457596,0.000046081153,0.00014097014,0.000052426716,0.000077305536,0.000001289189],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006365642,0.00007114191,0.9934266,0.00003816,0.00017464506,0.0000046782034,0.000068884845,0.0000013116232,0.000049745136,0.00061433314,0.00003368232,0.005453133],"study_design_scores_gemma":[0.0017378662,0.000041118485,0.9969856,0.00007392923,0.00011746146,0.000001798809,0.00008717324,0.0001558127,0.000018936336,0.0005788885,0.00013409443,0.000067327],"about_ca_topic_score_codex":0.00020757841,"about_ca_topic_score_gemma":0.000010465282,"teacher_disagreement_score":0.005385806,"about_ca_system_score_codex":0.000119296536,"about_ca_system_score_gemma":0.000065401015,"threshold_uncertainty_score":0.3153724},"labels":[],"label_agreement":null},{"id":"W2729090333","doi":"10.1093/geroni/igx004.2924","title":"INTERNET-BASED INTERVENTIONS FOR CAREGIVERS OF OLDER ADULTS: SYSTEMATIC REVIEW","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bruyère; University of Ottawa; McGill University; University of British Columbia; GF Strong Rehabilitation Centre; Institut Universitaire de Gériatrie de Montréal; Université de Montréal; Centre for Interdisciplinary Research in Rehabilitation","funders":"","keywords":"Psychological intervention; The Internet; Intervention (counseling); Psychology; Anxiety; Randomized controlled trial; Social support; Medicine; Medical education; Clinical psychology; Applied psychology; Nursing; World Wide Web; Computer science; Psychotherapist; Psychiatry","score_opus":0.0838515049067756,"score_gpt":0.434660197204775,"score_spread":0.3508086922979994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2729090333","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.50393724,0.04319351,0.27744803,0.030959781,0.021961212,0.03981768,0.00096787163,0.00059493753,0.08111972],"genre_scores_gemma":[0.99715877,0.0000037386894,0.00034174562,0.00033938471,0.000014155087,0.00087005773,0.000054676315,0.000014693666,0.0012027911],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9982633,0.000055020144,0.0012344425,0.00018776183,0.0001022939,0.00015716802],"domain_scores_gemma":[0.99801767,0.00009737404,0.0010901453,0.0004973627,0.0002792234,0.000018211018],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00072291575,0.00009311679,0.00032865733,0.00035863178,0.00006131787,0.000035905574,0.00032456656,0.000039092312,0.00014671922],"category_scores_gemma":[0.00065045827,0.00009502624,0.00016155119,0.00025403628,0.00005735019,0.00019605081,0.000040642983,0.000083121544,0.000033363896],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043839093,0.00055220013,0.0035378595,0.8932827,0.000088023815,0.000004590559,0.0013011482,0.0000013098723,0.0000049137025,0.09162246,0.0033364405,0.0062245047],"study_design_scores_gemma":[0.0017769284,0.0001568214,0.007631277,0.98787296,0.000072229566,0.0000036510246,0.0009735811,0.00014812578,0.0002666834,0.0008551717,0.00008637592,0.00015620064],"about_ca_topic_score_codex":0.0001909433,"about_ca_topic_score_gemma":0.00007334189,"teacher_disagreement_score":0.4932215,"about_ca_system_score_codex":0.0001035496,"about_ca_system_score_gemma":0.00001875779,"threshold_uncertainty_score":0.38750577},"labels":[],"label_agreement":null},{"id":"W2729141263","doi":"10.1093/geroni/igx004.3005","title":"SIMULATION: COMPANION CLINICAL PRACTICE FOR BACHELOR OF NURSING STUDENT LEARNING IN RESIDENTIAL CARE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Bachelor; CINAHL; Inclusion (mineral); Nursing; Presentation (obstetrics); Perception; Psychology; Nurse education; Medical education; Medicine; Psychological intervention","score_opus":0.17683627592641032,"score_gpt":0.5670464114224694,"score_spread":0.39021013549605904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2729141263","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9860456,0.00009335041,0.0061033685,0.004683378,0.0010216882,0.000963894,0.0000016941633,0.00003084997,0.0010561721],"genre_scores_gemma":[0.99418485,0.000003572886,0.0049086064,0.00020710648,0.0004958569,0.000043210886,0.00009887928,0.000020561369,0.00003735875],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977404,0.00014710586,0.0013229627,0.0002769961,0.0003405545,0.00017199494],"domain_scores_gemma":[0.9951055,0.0016663739,0.0009704821,0.00035361652,0.0018720196,0.00003198089],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017865916,0.00009719125,0.00027701826,0.0005017507,0.00020993286,0.000051795258,0.00011003663,0.00011554638,0.000018001123],"category_scores_gemma":[0.00614454,0.00011440266,0.000038451126,0.0004501774,0.000068403904,0.00037249117,0.000022802275,0.00037797078,0.0000024792553],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015797648,0.00018589749,0.92710644,0.00016294683,0.000010846613,0.0000022360148,0.008850858,0.044289846,0.000045322875,0.0013106277,0.000025083631,0.017851932],"study_design_scores_gemma":[0.0024388104,0.00009055859,0.95398545,0.0010591245,0.000026216465,0.0000016003573,0.017082188,0.024599602,0.00011998661,0.00018316622,0.00032328872,0.00008999453],"about_ca_topic_score_codex":0.00017998296,"about_ca_topic_score_gemma":0.000015999922,"teacher_disagreement_score":0.026879037,"about_ca_system_score_codex":0.0004532968,"about_ca_system_score_gemma":0.00038879414,"threshold_uncertainty_score":0.7356032},"labels":[],"label_agreement":null},{"id":"W2729163981","doi":"10.1093/geroni/igx004.4423","title":"FAMILY CAREGIVING AND CHANGE OF RETIREMENT PLAN AMONG CANADIAN FAMILY CAREGIVERS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Spouse; Psychology; Logistic regression; Accommodation; Gerontology; Demographic economics; Medicine; Economics; Political science","score_opus":0.24745887404595232,"score_gpt":0.39262995166610865,"score_spread":0.14517107762015632,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2729163981","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95683724,0.000054328517,0.00000860978,0.0015052811,0.0004021908,0.00030335702,0.000006835591,0.000014003925,0.04086813],"genre_scores_gemma":[0.999445,0.000059136575,0.000035115165,0.00022486589,0.00010073585,0.000025000323,0.0000060097454,0.0000064057904,0.00009768294],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99891317,0.000054122247,0.00026923083,0.00019718449,0.00028977482,0.00027651983],"domain_scores_gemma":[0.99932206,0.00002378362,0.00020747386,0.00023269943,0.00014592518,0.000068042515],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009558744,0.00008081027,0.00012346421,0.00025706837,0.0006226107,0.000121146,0.00022210323,0.00005831391,0.000010158019],"category_scores_gemma":[0.00017987181,0.0000917767,0.00001501073,0.0002530754,0.0003533494,0.0003643604,0.00004921811,0.000082137216,0.0000010489056],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000015559627,0.0000066227262,0.94590956,0.000030724947,0.0000047942444,0.0000022849563,0.0419727,0.000001335605,0.00017648867,0.006124829,0.00018241678,0.005586679],"study_design_scores_gemma":[0.00018496829,0.000010703674,0.9623344,0.00016017836,0.000003437173,2.2581373e-8,0.0334848,0.00001946584,0.000051322222,0.00044995904,0.003196543,0.00010422761],"about_ca_topic_score_codex":0.817333,"about_ca_topic_score_gemma":0.65008205,"teacher_disagreement_score":0.16725089,"about_ca_system_score_codex":0.00040033265,"about_ca_system_score_gemma":0.0001510262,"threshold_uncertainty_score":0.47886807},"labels":[],"label_agreement":null},{"id":"W2729210074","doi":"10.1093/geroni/igx004.199","title":"INSIGHTS GAINED FROM THE DEVELOPMENT OF COMMUNITY PARAMEDICINE PROGRAMS IN CANADA","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Christian ministry; Aging in place; Gerontology; Independent living; Nursing; Medicine; Psychology; Political science","score_opus":0.11647662780462043,"score_gpt":0.328443401071562,"score_spread":0.21196677326694158,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2729210074","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9939776,0.00007006188,0.000043945027,0.0030537448,0.00019536504,0.00016007699,7.193351e-7,0.000005986483,0.0024924667],"genre_scores_gemma":[0.99923927,0.0000035868024,0.00035154683,0.0002916612,0.000040520146,0.000020972004,0.000036419005,0.0000041434437,0.000011879745],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992088,0.00003054717,0.00043886775,0.000056602243,0.00016909267,0.00009609724],"domain_scores_gemma":[0.9993728,0.000058970047,0.00014878325,0.00027777607,0.00013160355,0.000010079823],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025141204,0.00006322891,0.00015947681,0.000067696885,0.0001894408,0.0000052151945,0.00012794182,0.000016871021,0.0000065848003],"category_scores_gemma":[0.00026443202,0.00004308215,0.000006494449,0.00028940887,0.000053702493,0.00003867144,0.00005392999,0.00023040848,3.9567823e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015175314,0.00003586,0.9033552,0.000027609327,0.000021444424,0.000004300039,0.01900357,0.0000025504876,0.00064329134,0.00019571977,0.00023493268,0.07646037],"study_design_scores_gemma":[0.0006697668,0.000009010941,0.98442316,0.00032414868,0.0000037507948,2.461667e-7,0.011508638,0.00002305631,0.0008065707,0.00027919462,0.0019100704,0.000042371383],"about_ca_topic_score_codex":0.8126319,"about_ca_topic_score_gemma":0.95899117,"teacher_disagreement_score":0.14635924,"about_ca_system_score_codex":0.00018293338,"about_ca_system_score_gemma":0.00046879868,"threshold_uncertainty_score":0.18861578},"labels":[],"label_agreement":null},{"id":"W2729265445","doi":"10.1093/geroni/igx004.1413","title":"IMPROVING PATIENT-PROVIDER PARTNERSHIPS ACROSS THE HEALTHCARE SYSTEM","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Conestoga College; University of Waterloo","funders":"","keywords":"Health care; Business; Healthcare system; Process management; Political science","score_opus":0.1556333804085876,"score_gpt":0.45897010249402037,"score_spread":0.3033367220854328,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2729265445","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8332127,0.00028637185,0.00063084264,0.14719614,0.004770751,0.0016141833,0.000028961762,0.0002707355,0.011989332],"genre_scores_gemma":[0.97668356,0.000005643973,0.00015452177,0.021900224,0.00045628255,0.00026390902,0.000018205017,0.00002522606,0.00049244467],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972184,0.000349115,0.0011057971,0.00029068574,0.00028442213,0.00075162726],"domain_scores_gemma":[0.99718386,0.00035532756,0.0010959862,0.0008843257,0.00042976934,0.000050738185],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002368143,0.00014837239,0.00024948225,0.00012724825,0.004497204,0.00009330016,0.00043527666,0.00016275998,0.000024890553],"category_scores_gemma":[0.0007602545,0.00010971613,0.00003190854,0.00037027273,0.000072209405,0.00044883034,0.00032910024,0.0009720593,0.00010206248],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044735207,0.000014651223,0.78600633,0.0020398074,0.000011153492,0.000018561659,0.02654223,0.0000037001532,0.00014998612,0.08085687,0.008449704,0.095862284],"study_design_scores_gemma":[0.003373975,0.00009198194,0.6006531,0.0020766095,0.000014869934,0.000011215055,0.16709067,0.0011310251,0.00023977857,0.0021422917,0.22241688,0.00075757765],"about_ca_topic_score_codex":0.003171868,"about_ca_topic_score_gemma":0.0030805243,"teacher_disagreement_score":0.21396717,"about_ca_system_score_codex":0.000957331,"about_ca_system_score_gemma":0.00077648193,"threshold_uncertainty_score":0.9967988},"labels":[],"label_agreement":null},{"id":"W2729276698","doi":"10.1093/geroni/igx004.2526","title":"ANTIPSYCHOTIC STEWARDSHIP FOR OLDER PATIENTS IN ACUTE CARE: PROMOTING APPROPRIATE PRESCRIBING","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Stroke Network; Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Antipsychotic; Medicine; Quetiapine; Stewardship (theology); Medical prescription; Audit; Delirium; Adverse effect; Haloperidol; Intensive care medicine; Psychiatry; Nursing; Pharmacology; Schizophrenia (object-oriented programming); Internal medicine","score_opus":0.11357394081156678,"score_gpt":0.4161929363993301,"score_spread":0.3026189955877633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2729276698","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9948486,0.000025208614,0.00044052472,0.0015340643,0.00052527705,0.0012569182,0.000004400365,0.000025874962,0.0013391296],"genre_scores_gemma":[0.9977962,0.0000060566044,0.0014018369,0.0005262294,0.00007252911,0.000060151866,0.000052233863,0.000020008647,0.00006479906],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99874634,0.000028794071,0.0005029776,0.0002528624,0.00020180231,0.00026725276],"domain_scores_gemma":[0.9990735,0.00008189121,0.00033994098,0.0002579791,0.00021577977,0.000030897652],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052814407,0.00011296827,0.0001997957,0.00027836903,0.00014478769,0.00009109394,0.00012081518,0.000058737303,0.000007489278],"category_scores_gemma":[0.000807343,0.00010488913,0.00002897969,0.00028177325,0.000024946461,0.00048807883,0.000050799932,0.0002693915,0.000003660143],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014243019,0.00012267625,0.9557584,0.00034873787,0.00001916162,0.0000065264335,0.0026368168,0.0000061942824,0.0006376476,0.0003150317,0.00001729485,0.039989103],"study_design_scores_gemma":[0.0069286455,0.00008040782,0.9832907,0.00075961923,0.00003848105,0.0000018002743,0.00026055975,0.0046836026,0.0024092675,0.00041208285,0.0009734428,0.00016139908],"about_ca_topic_score_codex":0.000041244577,"about_ca_topic_score_gemma":0.000008831162,"teacher_disagreement_score":0.0398277,"about_ca_system_score_codex":0.00009520267,"about_ca_system_score_gemma":0.00003757153,"threshold_uncertainty_score":0.42772546},"labels":[],"label_agreement":null},{"id":"W2729295893","doi":"10.1093/geroni/igx004.4556","title":"CIRCULATING IMMUNE CELLS AND THEIR CONTRIBUTION TO AGE-RELATED DISEASES","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Atherosclerosis and Cardiovascular Diseases","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Immune system; Immunology; Inflammation; Biology; Medicine","score_opus":0.012894358623145601,"score_gpt":0.24339732567238379,"score_spread":0.23050296704923817,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2729295893","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9965825,0.001627583,0.000806825,0.00020629213,0.0003436368,0.00018641802,0.00002360228,0.000041341318,0.00018178746],"genre_scores_gemma":[0.9996466,0.000022175594,0.000012297283,0.000109508095,0.00001972957,0.00002169362,0.00008442599,0.000009435291,0.000074105425],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9992448,0.00006481474,0.00029372142,0.00019672752,0.000023062606,0.00017687392],"domain_scores_gemma":[0.99942344,0.000032830663,0.00015516192,0.00029184477,0.00008566342,0.000011042437],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030435622,0.000101634454,0.00018881017,0.0001197802,0.00039287936,0.00008070779,0.00011670702,0.00007442054,0.000031063842],"category_scores_gemma":[0.00021261974,0.00009156862,0.000049932733,0.00015964503,0.00009746745,0.00013787551,0.00009529609,0.00010500953,0.000026966773],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013504012,0.00003591531,0.05316012,0.000010490737,0.00009329967,0.0000054599673,0.00046506504,0.00008260272,0.91911435,0.00414821,0.000052086998,0.022818876],"study_design_scores_gemma":[0.0011712683,0.000014846056,0.94133985,0.00015672308,0.000020514784,0.000006464679,0.00025976126,0.000029733927,0.054174647,0.00089080585,0.001764999,0.00017039532],"about_ca_topic_score_codex":0.000058953912,"about_ca_topic_score_gemma":0.0000029454102,"teacher_disagreement_score":0.8881797,"about_ca_system_score_codex":0.000030247946,"about_ca_system_score_gemma":0.00001479907,"threshold_uncertainty_score":0.373406},"labels":[],"label_agreement":null},{"id":"W2729298420","doi":"10.1093/geroni/igx004.305","title":"ACHRU—COMMUNITY PARTNERSHIP PROGRAM FOR OLDER ADULTS WITH DIABETES AND MULTIMORBIDITY","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Diabetes Management and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; McMaster University","funders":"","keywords":"Medicine; Vitality; Gerontology; Randomized controlled trial; Mental health; Quality of life (healthcare); General partnership; Multimorbidity; Health promotion; Type 2 diabetes; Family medicine; Intervention (counseling); Diabetes mellitus; Physical therapy; Nursing; Public health; Psychiatry; Chronic disease; Internal medicine","score_opus":0.059879048039540174,"score_gpt":0.3612345884859452,"score_spread":0.301355540446405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2729298420","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99526995,0.000011865582,0.000069209804,0.0015138368,0.000077665594,0.0008441285,6.0012536e-7,0.00005187193,0.0021608481],"genre_scores_gemma":[0.9962214,0.0000012778195,0.0028163604,0.0002522494,0.00008836548,0.0002786504,0.00009922904,0.00001061324,0.00023184784],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994759,0.000017600343,0.00015619615,0.00011469767,0.000076950804,0.0001586777],"domain_scores_gemma":[0.99936116,0.000049288457,0.00014245998,0.00028017262,0.00014689061,0.00002003799],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005660071,0.00007394234,0.00010665449,0.00015048249,0.00024197817,0.00010337209,0.00007072633,0.000029215164,0.000006675946],"category_scores_gemma":[0.00029865836,0.000064177446,0.000008786006,0.00016379474,0.00006273391,0.00025305495,0.000033759305,0.00013820731,0.0000011662835],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027991155,0.00018726019,0.82526875,0.00038303394,0.000014325834,2.6330576e-7,0.0015475164,6.4345477e-7,0.00007626395,0.000488457,0.0003748502,0.17163067],"study_design_scores_gemma":[0.0019464793,0.00010079808,0.99294364,0.00050827937,0.000018164737,1.4387719e-7,0.00090479234,0.0013057187,0.0008316072,0.00023884901,0.0011184566,0.00008305624],"about_ca_topic_score_codex":0.00003495466,"about_ca_topic_score_gemma":0.000023495497,"teacher_disagreement_score":0.1715476,"about_ca_system_score_codex":0.000025018262,"about_ca_system_score_gemma":0.000017627004,"threshold_uncertainty_score":0.26170802},"labels":[],"label_agreement":null},{"id":"W2729306810","doi":"10.1093/geroni/igx004.2670","title":"CHANGES IN DRIVING PATTERNS OF OLDER AUSTRALIANS: FINDINGS FROM THE CANDRIVE/OZCANDRIVE COHORT STUDY","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"TRIPS architecture; Demography; Cohort; Cohort study; Medicine; Geography; Poison control; Injury prevention; Gerontology; Environmental health; Transport engineering; Engineering","score_opus":0.04264174896341281,"score_gpt":0.3455247301556024,"score_spread":0.3028829811921896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2729306810","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9967673,0.0000046525497,0.00007033516,0.0019137738,0.00025488384,0.00046512115,0.000009898481,0.000012339093,0.0005017252],"genre_scores_gemma":[0.9996012,0.0000053671224,0.000019344234,0.00006830929,0.000105839164,0.000032389245,0.000009250662,0.000005026989,0.0001532705],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99891126,0.00007257686,0.00033997028,0.00021374326,0.00027650566,0.00018592969],"domain_scores_gemma":[0.99928564,0.000096160074,0.00023898575,0.00026921686,0.00009698417,0.000013012646],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012917519,0.00007585518,0.00015398268,0.00012313285,0.00034363932,0.00011861833,0.00043129353,0.000048501493,0.00014132012],"category_scores_gemma":[0.00018367784,0.00006370231,0.000014297799,0.0003828234,0.00011901143,0.00033996667,0.00003761921,0.00016906101,9.2717477e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000018108226,0.00004866594,0.9624996,0.0000039002607,0.0000077294435,0.0000037595978,0.03643285,0.0000024380365,0.000093017145,0.00026459715,0.00001634415,0.00062524143],"study_design_scores_gemma":[0.00030941737,0.0000054120833,0.9880242,0.00014514329,0.000006044887,1.10877965e-8,0.010824435,0.00000832493,0.00022757667,0.0002976122,0.00007777037,0.00007410641],"about_ca_topic_score_codex":0.123199776,"about_ca_topic_score_gemma":0.5039969,"teacher_disagreement_score":0.38079712,"about_ca_system_score_codex":0.00008030471,"about_ca_system_score_gemma":0.000052634405,"threshold_uncertainty_score":0.88263893},"labels":[],"label_agreement":null},{"id":"W2729323937","doi":"10.1093/geroni/igx004.4640","title":"PERSPECTIVES FROM BELOW: OLDER ADULTS’ LENSES ON DISPLACEMENT AMID REVITALIZATION IN DETROIT","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Gentrification; Relocation; Displacement (psychology); Presentation (obstetrics); Perception; Low income; Sociology; Gerontology; Geography; Economic growth; Psychology; Medicine; Socioeconomics; Economics","score_opus":0.03725768319814317,"score_gpt":0.39763474675370314,"score_spread":0.36037706355556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2729323937","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9900507,0.00017826911,0.0003674007,0.003835393,0.00090932247,0.00044517388,0.000008975704,0.00003902132,0.004165793],"genre_scores_gemma":[0.9986068,0.000057831436,0.0001832519,0.000266839,0.00027001588,0.00007183931,0.00007552075,0.000015747824,0.0004521477],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986834,0.000108145,0.0005140901,0.00027708596,0.00018232537,0.00023497763],"domain_scores_gemma":[0.9989431,0.00013901934,0.00036920104,0.00033710126,0.00019610934,0.00001545049],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044500188,0.00010805991,0.00016993479,0.0004359561,0.0004575242,0.000036339086,0.00012987548,0.000090214024,0.00015167957],"category_scores_gemma":[0.00056580856,0.00010814783,0.000017167733,0.00042848673,0.000030007626,0.00024380912,0.00005049967,0.00028670725,0.000041270137],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016058657,0.00014374654,0.8943628,0.00014339064,0.000009830688,0.0000074189156,0.07824156,0.000026948537,0.0003908483,0.008833765,0.003251969,0.014427147],"study_design_scores_gemma":[0.0015815968,0.00002795073,0.9615492,0.0020333647,0.0000040423397,1.1251688e-7,0.03227596,0.000115977455,0.00013302383,0.0010673233,0.0010744702,0.00013697062],"about_ca_topic_score_codex":0.0023391466,"about_ca_topic_score_gemma":0.0009344128,"teacher_disagreement_score":0.067186415,"about_ca_system_score_codex":0.0004220064,"about_ca_system_score_gemma":0.000063500884,"threshold_uncertainty_score":0.44101405},"labels":[],"label_agreement":null},{"id":"W2729348343","doi":"10.1093/geroni/igx004.093","title":"THERAPEUTIC SELF-CARE IS AN ENABLING FACTOR THAT PROMOTES THE SAFETY OF OLDER ADULTS IN HOME CARE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health and Well-being Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ontario Tech University; University of Toronto","funders":"","keywords":"Medicine; Qualitative research; Nursing; Context (archaeology); Coping (psychology); Psychology; Clinical psychology","score_opus":0.044901903469996916,"score_gpt":0.36095145808270307,"score_spread":0.3160495546127062,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2729348343","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99478614,0.000972124,0.000054699598,0.0017827579,0.0004221324,0.0004315789,0.000011209506,0.0000348772,0.0015044892],"genre_scores_gemma":[0.99897134,0.000029675457,0.000051290663,0.00077893684,0.00007878069,0.000042789292,0.000011256579,0.000015368849,0.000020548],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998854,0.00009274278,0.00040653057,0.00024027107,0.00013903256,0.0002674428],"domain_scores_gemma":[0.99893874,0.000086259286,0.00028853942,0.000457909,0.00021579744,0.000012763346],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003421389,0.00011582451,0.00017623373,0.00023336265,0.00027765075,0.000040324205,0.00025713327,0.000083097555,0.000044566892],"category_scores_gemma":[0.00004961256,0.00008867762,0.000018807857,0.0003350418,0.00004995698,0.00016357728,0.000045796376,0.00024131985,0.000006058804],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024665902,0.000028252527,0.6669868,0.00014676494,0.00001299816,0.000001976059,0.27394223,0.0000013020309,0.000030738494,0.00069213397,0.000011193005,0.05812091],"study_design_scores_gemma":[0.00089315965,0.000030571406,0.96140313,0.00028346688,0.00000317991,6.907071e-7,0.03582905,0.000021997525,0.0004672505,0.00016723278,0.0007968473,0.00010340775],"about_ca_topic_score_codex":0.0007152253,"about_ca_topic_score_gemma":0.00023472999,"teacher_disagreement_score":0.2944163,"about_ca_system_score_codex":0.00007333934,"about_ca_system_score_gemma":0.000046547586,"threshold_uncertainty_score":0.36161682},"labels":[],"label_agreement":null},{"id":"W2729369463","doi":"10.1093/geroni/igx004.2844","title":"TECHNOLOGY PERCEPTIONS AMONG CHINESE FAMILY CAREGIVERS OF PERSONS WITH DEMENTIA: A SEX-GENDER LENS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta; Simon Fraser University; University of Toronto","funders":"","keywords":"Dementia; Perception; Family caregivers; Psychology; Population; Health technology; Gerontology; Test (biology); Medicine; Health care; Environmental health","score_opus":0.02400202485448111,"score_gpt":0.30252050605917974,"score_spread":0.27851848120469863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2729369463","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9812388,0.000021240705,0.0009836791,0.003316931,0.000103251194,0.00019720351,0.000004900451,0.00016559272,0.013968447],"genre_scores_gemma":[0.9985183,0.000012617364,0.0011551055,0.000045940888,0.000027857459,0.000029005252,0.000003270053,0.00001047037,0.00019745872],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990425,0.00003005994,0.00023277519,0.00022791754,0.00021488151,0.0002518564],"domain_scores_gemma":[0.9990772,0.00002084019,0.00028435222,0.0003754324,0.00022849294,0.000013661479],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003536401,0.00009795463,0.00014587953,0.0008496095,0.00072423404,0.000043327545,0.00042923796,0.00016732671,0.000025860047],"category_scores_gemma":[0.00026182254,0.000095163945,0.000018191036,0.0012535424,0.001092665,0.0004728294,0.000085223364,0.00024991925,0.0000036721653],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000019559855,0.00002119999,0.9581233,0.000007285633,0.000026855116,0.000005294827,0.024626674,0.00001172707,0.0015056957,0.014006313,0.00009830272,0.0015653614],"study_design_scores_gemma":[0.00050729426,0.00001577418,0.91600025,0.00006211165,0.00001284402,0.0000013764804,0.08084874,0.000034472207,0.00013780555,0.001629358,0.00061662163,0.00013336378],"about_ca_topic_score_codex":0.0025193796,"about_ca_topic_score_gemma":0.007988882,"teacher_disagreement_score":0.056222066,"about_ca_system_score_codex":0.00009635421,"about_ca_system_score_gemma":0.00012326945,"threshold_uncertainty_score":0.5570296},"labels":[],"label_agreement":null},{"id":"W2729493282","doi":"10.1093/geroni/igx004.3265","title":"CAREGIVING FOR A RELATIVE WITH LUNG CANCER: HOW DO SENIORS COMPARE TO YOUNGER CAREGIVERS?","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Family Support in Illness","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Quebec Network for Research on Aging; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Lung cancer; Medicine; Distress; Quality of life (healthcare); Population; Gerontology; Cancer; Univariate analysis; Demography; Bivariate analysis; Internal medicine; Multivariate analysis; Clinical psychology; Environmental health","score_opus":0.03407436113778457,"score_gpt":0.34905581427036103,"score_spread":0.31498145313257647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2729493282","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9539143,0.000052984793,0.007720751,0.022289693,0.0011569666,0.0010571716,0.00003495282,0.00008433117,0.013688885],"genre_scores_gemma":[0.99659765,0.0000036316428,0.0014106877,0.00025144775,0.00021289682,0.00019970945,0.000008623571,0.000018649605,0.0012966814],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99877894,0.000046244,0.00018947266,0.0003004071,0.00034205255,0.0003429072],"domain_scores_gemma":[0.99861616,0.00013037195,0.0003064117,0.00027974465,0.0006222152,0.00004508883],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068457524,0.00011862393,0.00017697262,0.0002882136,0.0012052561,0.00040276325,0.00035499292,0.0000555188,0.000021808026],"category_scores_gemma":[0.00054581644,0.0001196824,0.000021206894,0.0007502779,0.0001678534,0.00119876,0.000062596875,0.00014431325,0.0000014370592],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027931163,0.000009381941,0.77986974,0.00004404682,0.000029107698,0.000009729575,0.15951727,0.000284069,0.00010295261,0.051676314,0.0043874676,0.004041969],"study_design_scores_gemma":[0.0029670924,0.00006354012,0.35385695,0.0024911673,0.00007096234,0.000002543925,0.4344202,0.0011556234,0.00071126124,0.0022918785,0.20047976,0.0014890364],"about_ca_topic_score_codex":0.0101583935,"about_ca_topic_score_gemma":0.014180106,"teacher_disagreement_score":0.4260128,"about_ca_system_score_codex":0.00057451957,"about_ca_system_score_gemma":0.0002811338,"threshold_uncertainty_score":0.996433},"labels":[],"label_agreement":null},{"id":"W2729500038","doi":"10.1093/geroni/igx004.1756","title":"A LONGITUDINAL PERSPECTIVE ON POWER MOBILITY USE BY OLDER USERS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal; Institut Universitaire de Gériatrie de Montréal; Centre Hospitalier Universitaire Sainte-Justine; GF Strong Rehabilitation Centre; University of British Columbia","funders":"","keywords":"Feeling; Perspective (graphical); Usability; Power (physics); Psychology; Baseline (sea); Applied psychology; Social psychology; Computer science; Human–computer interaction; Political science","score_opus":0.03738578589566741,"score_gpt":0.356744381764993,"score_spread":0.3193585958693256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2729500038","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9767568,0.000009139018,0.00023173615,0.012186371,0.00027657414,0.00024071589,0.000005040862,0.00014214094,0.010151456],"genre_scores_gemma":[0.9989457,0.000003948484,0.00017200003,0.00031481317,0.000027797554,0.000022365699,0.0000018853879,0.000008571401,0.00050288235],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99888366,0.000055987115,0.00021604697,0.00032709105,0.00025641642,0.00026081153],"domain_scores_gemma":[0.9989667,0.00008650227,0.00019868091,0.00041869815,0.00030813567,0.000021305746],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00075252115,0.000091879396,0.000105808984,0.00020939774,0.0006817833,0.00021810553,0.00035154878,0.00012145756,0.00006487305],"category_scores_gemma":[0.0022993316,0.00010016138,0.0000190355,0.0005338011,0.00042729123,0.0007679062,0.00006228958,0.00028009826,0.000023082346],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010865959,0.00010781613,0.79480636,0.0000020944249,0.000009848193,0.000007275153,0.017766668,0.0000032825183,0.0002615097,0.18342564,0.0026620387,0.0009365808],"study_design_scores_gemma":[0.00048782915,0.000018603892,0.9763192,0.0000668437,0.000002253968,4.4224106e-7,0.0103955995,0.00001310191,0.0006563991,0.006930578,0.004943065,0.0001660845],"about_ca_topic_score_codex":0.006099147,"about_ca_topic_score_gemma":0.0023951218,"teacher_disagreement_score":0.1815128,"about_ca_system_score_codex":0.000495281,"about_ca_system_score_gemma":0.000077119235,"threshold_uncertainty_score":0.9220126},"labels":[],"label_agreement":null},{"id":"W2729564851","doi":"10.1093/geroni/igx004.4387","title":"SOCIAL SUPPORT, SOCIAL PARTICIPATION AND DEPRESSION AMONG CAREGIVERS AND NON-CAREGIVERS IN CANADA","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University","funders":"","keywords":"Social support; Psychology; Depression (economics); Social engagement; Institutionalisation; Path analysis (statistics); Clinical psychology; Developmental psychology; Gerontology; Psychiatry; Medicine; Social psychology","score_opus":0.03601108434662442,"score_gpt":0.35318136335791883,"score_spread":0.3171702790112944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2729564851","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.989161,0.000007003186,0.000010902447,0.0060582412,0.00023267092,0.00012051684,0.0000027996,0.000006379068,0.004400454],"genre_scores_gemma":[0.99947405,0.000014161896,0.000010575118,0.00028425604,0.00012614559,0.000011452892,0.0000044503595,0.00000402168,0.000070903676],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991511,0.000049823102,0.00021465837,0.00013671251,0.0001889637,0.00025872068],"domain_scores_gemma":[0.9996353,0.000046588822,0.00017012676,0.00004698878,0.000066501096,0.00003449801],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044458508,0.000057372643,0.00011203589,0.0001045592,0.0010827546,0.000109121196,0.000078074794,0.000057675945,0.00001723206],"category_scores_gemma":[0.00021322953,0.00006621011,0.00000617813,0.00017499366,0.0001412647,0.00041613472,0.000042326345,0.000110752786,2.0124634e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000038420344,0.00000224133,0.9509474,0.000024586547,0.0000012775864,0.000006014923,0.037775185,0.0000019778872,0.0000022575132,0.0020801222,0.0008005723,0.008354514],"study_design_scores_gemma":[0.00037712185,0.0000012720842,0.9626189,0.0000320216,0.000001722547,3.991227e-8,0.0354692,0.00007426417,0.000009209747,0.00021409415,0.0011294405,0.000072716844],"about_ca_topic_score_codex":0.9513908,"about_ca_topic_score_gemma":0.98157984,"teacher_disagreement_score":0.030188983,"about_ca_system_score_codex":0.000411201,"about_ca_system_score_gemma":0.0005481604,"threshold_uncertainty_score":0.8327783},"labels":[],"label_agreement":null},{"id":"W2729567848","doi":"10.1093/geroni/igx004.3716","title":"CLINICAL APPLICATIONS FOR SEXUAL EXPRESSION POLICY AND PROCEDURES IN LONG-TERM CARE HOMES","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Sexual Assault and Victimization Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Leeds, Grenville & Lanark District Health Unit","funders":"","keywords":"Spouse; Presentation (obstetrics); Long-term care; Nursing; Medicine; Sexual behavior; Expression (computer science); Psychology; Nursing homes; Clinical psychology; Political science","score_opus":0.07653634049936084,"score_gpt":0.47385506392880306,"score_spread":0.3973187234294422,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2729567848","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98644936,0.00022351593,0.004388662,0.0039352453,0.00016331165,0.00085453456,0.0000066806956,0.000049321425,0.0039293533],"genre_scores_gemma":[0.9981422,0.00007300478,0.00062023255,0.00016773454,0.00046528294,0.00021685315,0.00001556915,0.0000056167296,0.00029354333],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992251,0.000032009917,0.00030747417,0.00018391664,0.00011091181,0.00014063364],"domain_scores_gemma":[0.9993344,0.00013745253,0.00018011732,0.000114381364,0.00021595434,0.000017695798],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050948426,0.00005668125,0.000108626904,0.00023283575,0.0007135322,0.0001313851,0.00013013308,0.00006620325,0.0000033424014],"category_scores_gemma":[0.0011827747,0.000056080764,0.000007711409,0.0003663388,0.0001566607,0.00026931905,0.00005633352,0.00007302728,8.285583e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000055027617,0.000020063804,0.93617475,0.000051197512,0.0000020447549,1.8618749e-7,0.010780264,0.0000055232244,0.000047212896,0.011051525,0.00009038675,0.04177137],"study_design_scores_gemma":[0.0005694821,0.00001142463,0.9786765,0.00007152936,0.0000018518442,1.059495e-7,0.0145719815,0.0000227941,0.000050535422,0.0011654876,0.004761139,0.00009717701],"about_ca_topic_score_codex":0.0003403858,"about_ca_topic_score_gemma":0.002897248,"teacher_disagreement_score":0.04250177,"about_ca_system_score_codex":0.000053537526,"about_ca_system_score_gemma":0.0001408184,"threshold_uncertainty_score":0.5487985},"labels":[],"label_agreement":null},{"id":"W2729569525","doi":"10.1093/geroni/igx004.2523","title":"A STANDARD OF CARE FOR MOBILIZATION: STEPPING INTO THE FUTURE OF SENIOR-FRIENDLY CARE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Stroke Network; Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Documentation; Mobilization; Psychological intervention; Standard of care; Medicine; Health care; Accountability; Activities of daily living; Nursing; Physical therapy; Political science; Computer science; Surgery","score_opus":0.015091779878035934,"score_gpt":0.3244238670534837,"score_spread":0.30933208717544775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2729569525","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9852762,0.0011443332,0.006582708,0.004088099,0.0005731741,0.001028167,0.00003800119,0.0000253033,0.0012439893],"genre_scores_gemma":[0.99514955,0.000013761747,0.004350545,0.000092573435,0.00021106553,0.000042314416,0.000067667635,0.0000146556085,0.000057853944],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99904877,0.000015080417,0.00044872068,0.00014385156,0.00023737107,0.00010623239],"domain_scores_gemma":[0.99751425,0.000051164745,0.00038460325,0.00047996553,0.0015587518,0.000011281421],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017665609,0.000083863386,0.00021973705,0.00018469272,0.00014983607,0.000020839892,0.00015689632,0.00006121881,0.000007708984],"category_scores_gemma":[0.00038046204,0.00006664393,0.000033400567,0.00037390276,0.0000909263,0.00013234526,0.000048817667,0.000112199355,2.3748349e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005709262,0.000046246703,0.3317883,0.00674965,0.0000887927,0.0000063386988,0.2240059,0.0005097729,0.024847766,0.01974425,0.0013205309,0.39032152],"study_design_scores_gemma":[0.012716323,0.0013421002,0.17044577,0.0068297507,0.00014811639,0.000017499526,0.5433822,0.00095413154,0.16781296,0.0018360112,0.093986005,0.0005291184],"about_ca_topic_score_codex":0.00007856484,"about_ca_topic_score_gemma":0.0003671145,"teacher_disagreement_score":0.3897924,"about_ca_system_score_codex":0.00011476076,"about_ca_system_score_gemma":0.00013821392,"threshold_uncertainty_score":0.27176607},"labels":[],"label_agreement":null},{"id":"W2729587761","doi":"10.1093/geroni/igx004.886","title":"FORESHADOWING ALZHEIMER’S: VARIABILITY AND COUPLING OF OLFACTION AND COGNITION","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Olfactory and Sensory Function Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Episodic memory; Olfaction; Psychology; Cognition; Entorhinal cortex; Audiology; Dementia; Neuroscience; Disease; Hippocampus; Medicine; Pathology","score_opus":0.22668710921897373,"score_gpt":0.33465223794842336,"score_spread":0.10796512872944963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2729587761","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99725646,0.000012797152,0.001004033,0.00023310205,0.0002386454,0.000099354096,0.0000029379842,0.00001921612,0.0011334772],"genre_scores_gemma":[0.9997824,0.000015632379,0.00007185357,0.00008390488,0.00002761225,0.0000050123044,0.0000010027657,0.0000038182884,0.000008771042],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99937195,0.000018077606,0.00025461597,0.00018908402,0.00008851132,0.000077775985],"domain_scores_gemma":[0.9994142,0.00017285685,0.00021827804,0.00011227173,0.00007339476,0.000008973211],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005053523,0.00005869945,0.00009900014,0.0001353239,0.00037650164,0.000057123085,0.00003129576,0.000029838531,0.000006648743],"category_scores_gemma":[0.0013629664,0.000059729326,0.000006885951,0.00013862408,0.00013882923,0.00047758303,0.000045601588,0.00009043156,6.525543e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044519595,0.000030629297,0.38093454,0.00006741219,0.000010439776,0.0000019697898,0.0011412082,0.0000999523,0.592621,0.014822556,0.000009107046,0.010216631],"study_design_scores_gemma":[0.0008382128,0.000033628145,0.66401595,0.00012980044,0.000023432616,0.000007142856,0.000717475,0.008625232,0.31514245,0.010017555,0.00026777913,0.00018136244],"about_ca_topic_score_codex":0.000012337379,"about_ca_topic_score_gemma":0.0000038174926,"teacher_disagreement_score":0.28308138,"about_ca_system_score_codex":0.00000857248,"about_ca_system_score_gemma":0.000006446683,"threshold_uncertainty_score":0.28957844},"labels":[],"label_agreement":null},{"id":"W2729604914","doi":"10.1093/geroni/igx004.2293","title":"A PROGRAM OF RESEARCH: IMPROVING ORAL HEALTH OF OLDER ADULTS LIVING IN LONG-TERM CARE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dental Health and Care Utilization","field":"Dentistry","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Psychological intervention; Presentation (obstetrics); Health care; Long-term care; Quality of life (healthcare); Medicine; Gerontology; Nursing; Oral health; Work (physics); Assisted living; Psychology; Family medicine; Political science","score_opus":0.06722093754608162,"score_gpt":0.44717258601949694,"score_spread":0.37995164847341534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2729604914","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99805754,0.00024045593,0.00019453994,0.00003912215,0.00032975513,0.00067820406,0.0000056452263,0.000025083955,0.0004296522],"genre_scores_gemma":[0.9994961,0.000008328884,0.00026672517,0.00003483466,0.000037462338,0.000049507107,0.000043446016,0.000013875699,0.000049691367],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981884,0.00011399416,0.0007791934,0.00021673257,0.00039066025,0.00031106858],"domain_scores_gemma":[0.9984019,0.000058682,0.000553803,0.00034127382,0.0006150441,0.000029340517],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014664346,0.00007596627,0.00018896024,0.0007225299,0.0001313471,0.00005801182,0.00022757532,0.00007062741,0.000018309018],"category_scores_gemma":[0.00063390116,0.000085626896,0.00001835946,0.0009618165,0.000081244594,0.00031207717,0.00013604239,0.0002588053,0.0000026876792],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019076371,0.000079102334,0.6941615,0.002027705,0.0000010411069,0.000007757987,0.002438044,0.0000021579222,0.00008168828,0.0002563496,0.000011099992,0.3009145],"study_design_scores_gemma":[0.00064061733,0.00007012813,0.99137014,0.0036040337,5.620071e-7,0.0000031494508,0.0031827278,0.00033433645,0.0007002438,0.000028336712,0.0000056866143,0.000060043207],"about_ca_topic_score_codex":0.0039373524,"about_ca_topic_score_gemma":0.013373617,"teacher_disagreement_score":0.30085444,"about_ca_system_score_codex":0.00022466172,"about_ca_system_score_gemma":0.00019100067,"threshold_uncertainty_score":0.74627924},"labels":[],"label_agreement":null},{"id":"W2729616007","doi":"10.1093/geroni/igx004.2143","title":"A PROPOSED CORE SET OF MOBILITY AND COGNITIVE MEASURES","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Cognitive Computing and Networks","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Core (optical fiber); Set (abstract data type); Cognition; Measure (data warehouse); Sensitivity (control systems); Computer science; Population; Cognitive psychology; Psychology; Data mining; Medicine; Neuroscience; Engineering; Telecommunications; Environmental health","score_opus":0.08059170909746084,"score_gpt":0.3357604599714231,"score_spread":0.2551687508739623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2729616007","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80381054,0.000035933914,0.19464017,0.00028326703,0.000105016494,0.00011442436,0.0000012817056,0.000027085993,0.0009822577],"genre_scores_gemma":[0.9982931,0.000002016264,0.0015700675,0.00008209481,0.00003271526,0.0000034466714,0.0000016810574,0.000002453495,0.000012429099],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9993294,0.00003048444,0.00022012311,0.00020007663,0.00011886036,0.00010103983],"domain_scores_gemma":[0.9990266,0.00011843511,0.00021777004,0.00020844655,0.0004177163,0.000011049534],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00080941693,0.000058699567,0.0000986048,0.00013222206,0.00014058809,0.00009063931,0.00022094721,0.00002632138,9.587274e-7],"category_scores_gemma":[0.0005623715,0.00005760192,0.000008773732,0.00031987793,0.00009989598,0.00021486837,0.00020214006,0.00010712783,6.3410016e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000133156655,0.000035380745,0.29353154,0.000037510654,0.000011799923,0.0000063481475,0.0025009594,0.000017025246,0.0013479865,0.016482998,0.000035237757,0.6859799],"study_design_scores_gemma":[0.00089976215,0.000047373727,0.9016885,0.0005592506,0.000004082119,0.0000062896966,0.00016035524,0.070310585,0.0074709468,0.018611763,0.00007393222,0.0001671489],"about_ca_topic_score_codex":0.000040354247,"about_ca_topic_score_gemma":0.000014337675,"teacher_disagreement_score":0.6858128,"about_ca_system_score_codex":0.000010168945,"about_ca_system_score_gemma":0.00003610919,"threshold_uncertainty_score":0.23489381},"labels":[],"label_agreement":null},{"id":"W2729638176","doi":"10.1093/geroni/igx004.2169","title":"FRAILTY AND USE OF HEALTH SERVICES IN INJURED SENIORS: A POPULATION-BASED STUDY","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institut National de Santé Publique du Québec; Université Laval; Quebec Network for Research on Aging","funders":"","keywords":"Medicine; Poisson regression; Gerontology; Population; Emergency department; Cohort; Cohort study; Confounding; Environmental health; Psychiatry; Internal medicine","score_opus":0.05761716161742419,"score_gpt":0.36918625797913834,"score_spread":0.31156909636171415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2729638176","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9960872,0.000016623446,0.00007272424,0.0031186435,0.00007561752,0.0005766023,0.000004654545,0.000020843247,0.000027079228],"genre_scores_gemma":[0.99801224,0.0000010753636,0.0012726922,0.0005934479,0.000021626023,0.000016306183,0.000042375163,0.000011117973,0.000029111647],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99876815,0.00005767581,0.0006557119,0.00018915026,0.00019918273,0.00013014836],"domain_scores_gemma":[0.99897546,0.0000667362,0.0004355624,0.00036661493,0.00013674228,0.000018865961],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006231498,0.00008788647,0.0002560989,0.0005633459,0.00007452258,0.000046551286,0.00006921363,0.000040474897,0.0000066605994],"category_scores_gemma":[0.0002832339,0.000089063964,0.000008608803,0.00048090698,0.00002071161,0.00029775358,0.00003680792,0.00014374321,6.31863e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003064692,0.00015249729,0.98299533,0.00022275776,0.000005988825,0.000004598668,0.0029140776,0.000056490073,0.00034086147,0.000067009154,0.000008557731,0.013201166],"study_design_scores_gemma":[0.0023667484,0.000083871244,0.9935959,0.0008806463,0.0000033707927,9.3530355e-7,0.00077576615,0.001958872,0.000121035235,0.00010811412,0.000041625266,0.00006313631],"about_ca_topic_score_codex":0.011635415,"about_ca_topic_score_gemma":0.0029928756,"teacher_disagreement_score":0.01313803,"about_ca_system_score_codex":0.00008885059,"about_ca_system_score_gemma":0.00007361009,"threshold_uncertainty_score":0.9949462},"labels":[],"label_agreement":null},{"id":"W2729651793","doi":"10.1093/geroni/igx004.1488","title":"LUDO: AN INTERVENTION SYSTEM TO DETER PERSONS WITH MILD DEMENTIA FROM INACTIVITY AND RESTLESSNESS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Context-Aware Activity Recognition Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal; Simon Fraser University; University of Alberta; Toronto Rehabilitation Institute","funders":"","keywords":"Intervention (counseling); Dementia; Psychology; Psychological intervention; Wearable computer; Human–computer interaction; Cognitive psychology; Applied psychology; Developmental psychology; Computer science; Medicine; Psychiatry","score_opus":0.05060158178808391,"score_gpt":0.3108844135976165,"score_spread":0.2602828318095326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2729651793","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6674511,0.0000089171135,0.33144554,0.00038766666,0.00022815602,0.00016594416,0.000004307473,0.00006868399,0.00023968056],"genre_scores_gemma":[0.9958797,2.3409436e-7,0.0038828182,0.000080927275,0.00006115932,0.000059802438,0.0000061155265,0.000009844783,0.000019410627],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987799,0.000119026925,0.00030054714,0.0004315126,0.00020805348,0.0001609599],"domain_scores_gemma":[0.9987959,0.000054635966,0.00032023707,0.00060171646,0.00018567758,0.000041791744],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005518251,0.00011962882,0.00017606406,0.00035720156,0.00027729518,0.00079522794,0.000412516,0.000045128338,0.0000031677146],"category_scores_gemma":[0.00005361858,0.00011956482,0.000014635112,0.0003818615,0.000029218345,0.0022159477,0.00022180339,0.00012657254,0.00000825024],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004622881,0.00012207688,0.7358769,0.00011604929,0.00006508721,0.000033333083,0.006181975,0.000017216125,0.005900963,0.0052623283,0.00004681519,0.24633102],"study_design_scores_gemma":[0.001169706,0.00008276847,0.97406787,0.0011986687,0.000011339164,0.00001909761,0.0017835788,0.016348293,0.004484953,0.00022592006,0.0002754498,0.00033236295],"about_ca_topic_score_codex":0.0026734108,"about_ca_topic_score_gemma":0.0030059929,"teacher_disagreement_score":0.3284286,"about_ca_system_score_codex":0.00011268279,"about_ca_system_score_gemma":0.000024869161,"threshold_uncertainty_score":0.7668401},"labels":[],"label_agreement":null},{"id":"W2729653329","doi":"10.1093/geroni/igx004.3071","title":"HOW DO FAMILY MEMBERS DEAL WITH CONFLICT IN LONG-TERM CARE? APPLICATION OF CONFLICT THEORY","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Conflict resolution; Psychology; Conflict management; Conflict resolution research; Family conflict; Variety (cybernetics); Argument (complex analysis); Conflict theories; Social psychology; Group conflict; Intervention (counseling); Sociology; Medicine; Psychiatry","score_opus":0.044116083837201364,"score_gpt":0.3872505459242862,"score_spread":0.34313446208708487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2729653329","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9869925,0.00022490855,0.003976729,0.000825358,0.000251633,0.0006616731,0.0000062937243,0.000033711316,0.0070272186],"genre_scores_gemma":[0.9990473,0.00002272144,0.0002900583,0.00014854725,0.00010121273,0.00011210481,0.00005636125,0.000018787023,0.00020293848],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99871075,0.00012384182,0.00048391894,0.00023137912,0.00019383743,0.00025627812],"domain_scores_gemma":[0.9983448,0.00015834485,0.00065171375,0.0004288168,0.000394376,0.00002197481],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008031088,0.000118472904,0.00023908199,0.00046157575,0.0002803253,0.0000404812,0.00021025012,0.00012739822,0.000012716499],"category_scores_gemma":[0.00007851539,0.00010804814,0.000017369863,0.00051492854,0.000101418394,0.00022792479,0.00004831964,0.00034294042,0.0000040476943],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011695743,0.000022015458,0.9170088,0.00028708385,0.000010562087,0.0000044561225,0.02307057,0.000011485134,0.0021916882,0.015055516,0.000116905605,0.042103942],"study_design_scores_gemma":[0.0015993875,0.00002850448,0.97773015,0.00049350376,0.000009416998,8.9088167e-7,0.016238347,0.000023242064,0.0005029425,0.00027855244,0.0029550048,0.00014002684],"about_ca_topic_score_codex":0.0010396958,"about_ca_topic_score_gemma":0.0005454482,"teacher_disagreement_score":0.060721364,"about_ca_system_score_codex":0.00017093864,"about_ca_system_score_gemma":0.00016794965,"threshold_uncertainty_score":0.44060752},"labels":[],"label_agreement":null},{"id":"W2729671309","doi":"10.1093/geroni/igx004.2547","title":"REAL-TIME LOCATION SYSTEMS FACILITATE INDEPENDENCE IN LONG-TERM AND SPECIALIZED CARE SETTINGS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Healthcare Operations and Scheduling Optimization","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Session (web analytics); Real-time locating system; Independence (probability theory); Population; Computer science; Physical medicine and rehabilitation; Medicine; Psychology; Applied psychology; Real-time computing","score_opus":0.07031489186179178,"score_gpt":0.41507367580737664,"score_spread":0.34475878394558485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2729671309","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99126804,0.0000812116,0.0027598208,0.0017121938,0.00045874633,0.0009508127,0.000009097714,0.0000507059,0.002709371],"genre_scores_gemma":[0.99755925,0.000097512966,0.0012126855,0.00013307718,0.00014146665,0.00013937568,0.00012939387,0.000015868152,0.00057134614],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99800134,0.00029387957,0.0009169652,0.00029890635,0.00020490073,0.00028401613],"domain_scores_gemma":[0.9982564,0.000116808544,0.00044806936,0.00034414552,0.0007996072,0.000034984016],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017901624,0.00011619992,0.00021251023,0.00044648797,0.00094835734,0.000121829675,0.00013505899,0.00019561846,0.00003450007],"category_scores_gemma":[0.0008017523,0.00012365959,0.000007233749,0.00053152954,0.000043096912,0.00056479237,0.00006991977,0.00044136762,0.000036814985],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020134154,0.000013075871,0.9642936,0.00079322554,0.000002949986,0.000008209778,0.022382995,0.0018946658,0.0010599144,0.0039057145,0.000055884502,0.0055696024],"study_design_scores_gemma":[0.0013223216,0.000016796228,0.97519284,0.0022725866,0.000002814676,0.0000017175587,0.0069855778,0.01371187,0.00002971571,0.00009151909,0.00016860139,0.0002036068],"about_ca_topic_score_codex":0.004647079,"about_ca_topic_score_gemma":0.0015274938,"teacher_disagreement_score":0.015397417,"about_ca_system_score_codex":0.00036069678,"about_ca_system_score_gemma":0.000363984,"threshold_uncertainty_score":0.7294094},"labels":[],"label_agreement":null},{"id":"W2729684330","doi":"10.1093/geroni/igx004.113","title":"THE IMPACTS OF SPOUSES’ HEALTH CONDITIONS ON DEPRESSIVE SYMPTOMS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Mental health; Depressive symptoms; Context (archaeology); Affect (linguistics); Psychology; Partner effects; Multilevel model; Association (psychology); Longitudinal study; Marital status; Physical health; Clinical psychology; Gerontology; Medicine; Cognition; Psychiatry; Environmental health; Population","score_opus":0.045344632972589026,"score_gpt":0.42471592615628034,"score_spread":0.37937129318369134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2729684330","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91882074,0.00006371092,0.000032227723,0.06570707,0.0005241281,0.00019698212,0.00000883589,0.000018326686,0.0146279475],"genre_scores_gemma":[0.99656403,0.00008666496,0.000011946763,0.003050597,0.000092680144,0.000010418234,0.0000028050986,0.0000034591574,0.00017738079],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9991577,0.000071730115,0.0002883488,0.00007000185,0.00017918227,0.00023303961],"domain_scores_gemma":[0.9990232,0.0002726249,0.0003784299,0.00018663758,0.00010772589,0.000031382788],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001062857,0.000037942995,0.000083285544,0.000086337765,0.0017747307,0.00010504064,0.0001937448,0.00002672545,0.000016435528],"category_scores_gemma":[0.0012065595,0.000029932611,0.000012783681,0.00020623916,0.00016873407,0.00016776576,0.000019982443,0.00009593908,0.0000039292886],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000022350791,0.000010004961,0.37335557,0.000016576803,0.0000028608122,5.182285e-7,0.0039248103,0.000010471445,0.0000041014764,0.6160349,0.0012556054,0.005382285],"study_design_scores_gemma":[0.00018047437,0.000009837683,0.9767352,0.00017710465,5.7308114e-7,1.1706836e-7,0.0022281834,0.000010779402,0.00005546217,0.006035129,0.014527493,0.000039654267],"about_ca_topic_score_codex":0.012541212,"about_ca_topic_score_gemma":0.0064889807,"teacher_disagreement_score":0.60999984,"about_ca_system_score_codex":0.000114566246,"about_ca_system_score_gemma":0.000336534,"threshold_uncertainty_score":0.99952483},"labels":[],"label_agreement":null},{"id":"W2729688819","doi":"10.1093/geroni/igx004.994","title":"TREATMENT OF ASYMPTOMATIC UTI IN OLDER DELIRIOUS MEDICAL INPATIENTS: A PROSPECTIVE COHORT STUDY","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lawson Health Research Institute; Western University","funders":"","keywords":"Medicine; Asymptomatic; Delirium; Internal medicine; Urinary system; Prospective cohort study; Cohort study; Clostridium difficile; Cohort; Intensive care medicine; Antibiotics","score_opus":0.021573277790066625,"score_gpt":0.34608679473875537,"score_spread":0.32451351694868874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2729688819","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99105215,0.000008228772,0.000244973,0.00057506684,0.00013677488,0.0020180212,6.3684604e-7,0.000030589617,0.0059335288],"genre_scores_gemma":[0.99917907,0.000006917624,0.00015210902,0.000067789355,0.000031788524,0.00038632832,0.000008398647,0.000011638928,0.00015596273],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985617,0.000036160847,0.00063705735,0.000217615,0.00040497034,0.00014249163],"domain_scores_gemma":[0.9990585,0.000036238973,0.00027933638,0.00043211656,0.00017088416,0.000022919923],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045009342,0.00011039515,0.0002744701,0.0007359996,0.00007038218,0.00001988706,0.00008649318,0.000044583765,0.00008642423],"category_scores_gemma":[0.0004070993,0.000099121346,0.000019754312,0.00056611147,0.000051157145,0.00016284209,0.000051319614,0.00011479449,0.0000086736],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030280598,0.008145125,0.9824313,0.000042575466,0.00008293659,0.00013740137,0.0020007063,0.000013739917,0.000014889142,0.0004003001,0.000007980702,0.0066927774],"study_design_scores_gemma":[0.0048579443,0.001233685,0.9919366,0.00020236877,0.000033015887,0.000017394872,0.0004764336,0.00083119626,0.0001699727,0.00013287288,0.000035484372,0.00007301577],"about_ca_topic_score_codex":0.00065579737,"about_ca_topic_score_gemma":0.00015919343,"teacher_disagreement_score":0.009505328,"about_ca_system_score_codex":0.00051668735,"about_ca_system_score_gemma":0.000079793055,"threshold_uncertainty_score":0.4042051},"labels":[],"label_agreement":null},{"id":"W2729692536","doi":"10.1093/geroni/igx004.3423","title":"FAMILY MEMBERS’ PERSPECTIVES ON NEGOTIATING A CULTURE OF SAFETY IN RESIDENTIAL LONG-TERM CARE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; University of British Columbia","funders":"","keywords":"Staffing; Context (archaeology); Thematic analysis; Negotiation; Psychology; Participant observation; Social psychology; Nursing; Qualitative research; Public relations; Medicine; Sociology; Political science; Geography","score_opus":0.04151071339950218,"score_gpt":0.41429537578906694,"score_spread":0.37278466238956476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2729692536","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9825286,0.00032524645,0.00009150729,0.00054679194,0.0010108966,0.0003281971,0.0000073310002,0.00002439291,0.015136992],"genre_scores_gemma":[0.9992049,0.000041710977,0.0001391313,0.00006510142,0.00024670362,0.000017903512,0.000027480535,0.000012652912,0.00024441595],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986226,0.00012627419,0.00060250453,0.00022084189,0.00019634276,0.00023145544],"domain_scores_gemma":[0.99868464,0.0000908585,0.00053043454,0.0003057202,0.00037413047,0.0000141872715],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047628718,0.00009991657,0.0002055294,0.00044622982,0.00047318495,0.000028375543,0.00016976963,0.00012894024,0.000033748434],"category_scores_gemma":[0.00048437866,0.00009783098,0.000024834433,0.00048947043,0.000043736665,0.0002050889,0.00006841203,0.0004869736,0.0000056123167],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010845356,0.000033009896,0.69698876,0.00022963241,0.000008083541,0.0000111426625,0.2930727,0.000114628776,0.0013826881,0.0039565195,0.00073017227,0.0033641933],"study_design_scores_gemma":[0.0009296019,0.000021778322,0.8262822,0.00088627986,0.0000038233134,2.4987156e-7,0.17150009,0.000019553278,0.00008640767,0.00009344707,0.000092938935,0.00008362184],"about_ca_topic_score_codex":0.0026216598,"about_ca_topic_score_gemma":0.0007716676,"teacher_disagreement_score":0.12929343,"about_ca_system_score_codex":0.00032811772,"about_ca_system_score_gemma":0.00013480854,"threshold_uncertainty_score":0.3989432},"labels":[],"label_agreement":null},{"id":"W2729726498","doi":"10.1093/geroni/igx004.944","title":"DEVELOPMENT OF A RAT CLINICAL FRAILTY INDEX","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Human Health and Disease","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Frailty Index; Medicine; Internal medicine; Gerontology","score_opus":0.1778092531385049,"score_gpt":0.4708021788611937,"score_spread":0.29299292572268876,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2729726498","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9938243,0.000012127393,0.00066712126,0.0009926693,0.00021986257,0.00012117888,2.7252543e-7,0.000011567749,0.0041509196],"genre_scores_gemma":[0.9956506,0.0000013625499,0.0028118799,0.0012411689,0.0000985708,0.000007824748,0.000008828233,0.0000041613803,0.00017561774],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990559,0.000010569147,0.0006181988,0.00009660911,0.00012221008,0.00009648146],"domain_scores_gemma":[0.9993605,0.000021587888,0.00022585197,0.00021743857,0.00012974485,0.000044865345],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00067929697,0.00003992583,0.0001281847,0.00015675755,0.000086090426,0.000009641161,0.000056792913,0.000039186427,0.000065461405],"category_scores_gemma":[0.0007817801,0.000037409445,0.000012657139,0.00012801762,0.00003973085,0.000060381983,0.000030043979,0.00013225914,0.0000135055225],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055593424,0.00006790495,0.9355292,0.00009300703,0.0000036205354,0.000007127979,0.00038853905,3.654543e-7,0.0001696667,0.00090293126,0.00046597244,0.062316097],"study_design_scores_gemma":[0.001313195,0.00001071186,0.98442906,0.00015917822,0.0000021466935,7.0345806e-7,0.000072510535,0.00011279231,0.00048814868,0.00023716074,0.013137564,0.00003681764],"about_ca_topic_score_codex":0.000012921682,"about_ca_topic_score_gemma":0.000015484386,"teacher_disagreement_score":0.06227928,"about_ca_system_score_codex":0.000030959043,"about_ca_system_score_gemma":0.00041591402,"threshold_uncertainty_score":0.15255128},"labels":[],"label_agreement":null},{"id":"W2729745728","doi":"10.1093/geroni/igx004.2876","title":"ADDRESSING ELDER ABUSE IN ETHNO-CULTURAL MINORITY COMMUNITIES IN BC: MAPPING THE KNOWLEDGE GAP","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; University of Victoria","funders":"","keywords":"Elder abuse; Geography; Psychology; Medicine; Environmental health; Human factors and ergonomics; Poison control","score_opus":0.28467555153101615,"score_gpt":0.4229607291943359,"score_spread":0.13828517766331977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2729745728","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9457109,0.00035034335,0.00002248797,0.0015208072,0.00022011992,0.00015240944,3.763289e-7,0.000025500525,0.051997032],"genre_scores_gemma":[0.999088,0.00016982884,0.000095528434,0.0002198886,0.00012432499,0.000024857369,0.0000035331777,0.0000051095535,0.00026894017],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99878645,0.00031316865,0.00035182328,0.00011357529,0.00014428138,0.00029067506],"domain_scores_gemma":[0.99922454,0.00020307348,0.00016787305,0.00026404386,0.00012838468,0.000012056019],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018322075,0.0000872104,0.00012387866,0.00034728265,0.001023691,0.00028676805,0.0004841618,0.00008461492,0.000040050698],"category_scores_gemma":[0.00028337372,0.00007503739,0.000016643651,0.0009653483,0.0002991505,0.0007437716,0.00007739448,0.0004738031,0.000007870237],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000034231762,0.00003396875,0.50847065,0.000016931634,0.0000027868875,0.0000041250237,0.46513212,0.000006577851,0.00025198873,0.0069578807,0.00012859859,0.018990936],"study_design_scores_gemma":[0.000988607,0.000008070802,0.78378296,0.0024249572,0.000003492604,0.0000011150423,0.18924598,0.0004192311,0.00050157215,0.008444153,0.013815483,0.0003643919],"about_ca_topic_score_codex":0.044617172,"about_ca_topic_score_gemma":0.2471481,"teacher_disagreement_score":0.27588615,"about_ca_system_score_codex":0.00014891406,"about_ca_system_score_gemma":0.00008145361,"threshold_uncertainty_score":0.9617448},"labels":[],"label_agreement":null},{"id":"W2729764696","doi":"10.1093/geroni/igx004.4814","title":"CHALLENGES UNDERSTANDING AGING THROUGH BIOMARKERS ACROSS POPULATIONS: THE EXAMPLE OF CALCIUM","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Biomarker; Multivariate statistics; Population; Cohort; Biology; Medicine; Computer science; Internal medicine; Environmental health; Machine learning; Genetics","score_opus":0.4008506630186989,"score_gpt":0.435974737568689,"score_spread":0.03512407454999006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2729764696","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8981997,0.0022958359,0.009544879,0.061210383,0.0006210792,0.00046051625,0.0000135679165,0.000049691484,0.027604377],"genre_scores_gemma":[0.9985447,0.00014732522,0.0008727575,0.00024370162,0.0001240672,0.000014600334,0.000014433313,0.000008768183,0.00002965932],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99916357,0.000014765268,0.0003293985,0.00014767199,0.00018326037,0.00016130804],"domain_scores_gemma":[0.99928117,0.00007746841,0.00023165648,0.0002762005,0.0001244936,0.000009038496],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054558576,0.000073685354,0.000142813,0.00007430935,0.0005245374,0.000035789162,0.00009218536,0.000032571174,0.000008377297],"category_scores_gemma":[0.00022608263,0.000057326626,0.000027891483,0.00026350314,0.00013612541,0.00017915858,0.00007834823,0.000097327335,0.0000012054691],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005452474,0.00009272083,0.28686062,0.00024678686,0.00009680789,0.00001255752,0.005132681,0.000020631136,0.002001797,0.69948006,0.0010252334,0.0049755964],"study_design_scores_gemma":[0.0017346782,0.000033730932,0.9019172,0.0007793373,0.000017933977,0.0000151984295,0.017324457,0.00014967094,0.0010916011,0.0701806,0.0066172723,0.00013830834],"about_ca_topic_score_codex":0.0013108617,"about_ca_topic_score_gemma":0.00019496179,"teacher_disagreement_score":0.62929946,"about_ca_system_score_codex":0.00011600658,"about_ca_system_score_gemma":0.000015969306,"threshold_uncertainty_score":0.40343708},"labels":[],"label_agreement":null},{"id":"W2729767706","doi":"10.1093/geroni/igx004.2441","title":"PRESIDENTIAL SYMPOSIUM: AGE-FRIENDLY ENVIRONMENTS: CRITICAL DISCUSSIONS ON PRESENT PRACTICES AND FUTURE PATHWAYS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Citizen journalism; Inclusion (mineral); Embeddedness; Sustainability; Public relations; Political science; Sociology; Psychology; Social science","score_opus":0.03585108663367765,"score_gpt":0.35700396998089506,"score_spread":0.3211528833472174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2729767706","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8922041,0.00016674031,0.0005628983,0.07872649,0.0012851171,0.00035433559,0.000007787298,0.000053895044,0.02663861],"genre_scores_gemma":[0.9966078,0.00043421582,0.00022697663,0.00013006439,0.0014793802,0.00003346355,0.0000052572705,0.0000074534205,0.0010754281],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99879247,0.00012564952,0.00025424783,0.00025191897,0.0003603694,0.00021533128],"domain_scores_gemma":[0.9992307,0.00014920042,0.00032239212,0.00021647954,0.000043593973,0.000037624755],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00065505056,0.000095141404,0.000103306025,0.00013482176,0.0018753865,0.00043539124,0.00018033001,0.00006255741,0.00004498829],"category_scores_gemma":[0.00086837314,0.00008127145,0.000015563248,0.00013679721,0.0003008551,0.0008590691,0.00009284938,0.00016743834,0.0000069814355],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023637487,0.00020721885,0.056988873,0.00003716354,0.00002900464,0.000050008995,0.33095416,0.000013303323,0.0015026614,0.5954066,0.0076421928,0.0071451645],"study_design_scores_gemma":[0.0005278235,0.000049126706,0.64763224,0.00012698726,0.000024980069,0.000001235133,0.012364638,0.00007915295,0.00039044503,0.017319739,0.32118118,0.00030247003],"about_ca_topic_score_codex":0.0030944059,"about_ca_topic_score_gemma":0.002806679,"teacher_disagreement_score":0.59064335,"about_ca_system_score_codex":0.000049213486,"about_ca_system_score_gemma":0.00003967431,"threshold_uncertainty_score":0.99942404},"labels":[],"label_agreement":null},{"id":"W2729781392","doi":"10.1093/geroni/igx004.4449","title":"EFFECTIVENESS OF INTERVENTIONS TO REDUCE ACUTE CARE TRANSFERS FROM NURSING HOMES: A META-ANALYSIS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Jewish General Hospital; Université Laval; McGill University; Université de Montréal","funders":"","keywords":"CINAHL; Psychological intervention; Medicine; Meta-analysis; Emergency department; MEDLINE; Systematic review; Acute care; Emergency medicine; Nursing; Health care; Internal medicine","score_opus":0.1309400832828609,"score_gpt":0.4883241880994616,"score_spread":0.3573841048166007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2729781392","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9738625,0.0003263582,0.021162113,0.0016873806,0.0007744459,0.0006143043,0.00014492251,0.000035941262,0.0013920261],"genre_scores_gemma":[0.9985063,0.0000043443606,0.0010153109,0.000035037916,0.00004819247,0.00013887559,0.00014717811,0.000014517056,0.00009023617],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99813527,0.00038756922,0.00077169266,0.00028911536,0.00018966538,0.00022671842],"domain_scores_gemma":[0.99826336,0.00030384117,0.0003691016,0.0005408944,0.0004910053,0.00003178244],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009412112,0.00012658708,0.000694617,0.0011009611,0.0004925374,0.00003027577,0.00025470371,0.000096426826,0.00015177923],"category_scores_gemma":[0.0001965316,0.00011923739,0.0004085819,0.0016836417,0.00004671369,0.0001937476,0.00003559442,0.0002569848,0.000010287884],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015036778,0.0007690806,0.23636387,0.0069376235,0.11680498,0.000045388104,0.44889018,0.0020125175,0.08740111,0.017682347,0.0023657002,0.079223536],"study_design_scores_gemma":[0.0015439636,0.00009450163,0.8962919,0.0020858129,0.04912971,3.1584725e-7,0.039166722,0.00002781011,0.008747871,0.002491225,0.000084685635,0.00033545165],"about_ca_topic_score_codex":0.0025210232,"about_ca_topic_score_gemma":0.0003482676,"teacher_disagreement_score":0.6599281,"about_ca_system_score_codex":0.0002379495,"about_ca_system_score_gemma":0.000094843504,"threshold_uncertainty_score":0.48623595},"labels":[],"label_agreement":null},{"id":"W2729805319","doi":"10.1093/geroni/igx004.2065","title":"CAN DEPRESCRIBING GIVE WHAT POLYPHARMACY HAS TAKEN AWAY? FEASIBILITY TRIAL IN RESIDENTIAL AGED CARE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Polypharmacy; Deprescribing; Medicine; Anticholinergic; Pharmacist; Beers Criteria; Geriatrics; Test (biology); Adverse effect; Gerontology; Psychiatry; Family medicine; Intensive care medicine; Internal medicine; Pharmacy","score_opus":0.29377027790341526,"score_gpt":0.462009590821146,"score_spread":0.16823931291773075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2729805319","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98361164,0.00022393727,0.000039999475,0.01220301,0.0012875466,0.0011141051,0.0000043313935,0.00003393573,0.001481483],"genre_scores_gemma":[0.998154,0.00003505597,0.00013451737,0.0011523277,0.00035757854,0.000030638297,0.000047577712,0.000016519703,0.0000718212],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982202,0.00013474959,0.0006715832,0.00033763595,0.0003423408,0.00029350127],"domain_scores_gemma":[0.9988335,0.00015163275,0.00036901122,0.0004287662,0.0001568019,0.00006028534],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00083314575,0.00014420036,0.00027605917,0.00038494845,0.00027926287,0.00040632408,0.00018316622,0.000074074254,0.00008816429],"category_scores_gemma":[0.0015691387,0.0001431178,0.00004780131,0.00038618263,0.00010507732,0.001309682,0.00009015803,0.0005803869,0.000006576052],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0087529775,0.00019164756,0.95908004,0.00013066744,0.000024262778,0.00013671126,0.006856254,0.000021412672,0.0042260904,0.0002839899,0.00017101178,0.020124957],"study_design_scores_gemma":[0.10273479,0.00014174129,0.8766386,0.0012815364,0.00007818653,0.000012619585,0.0058376077,0.0009873572,0.00952795,0.0009271778,0.001464016,0.00036840292],"about_ca_topic_score_codex":0.0015119644,"about_ca_topic_score_gemma":0.00073245325,"teacher_disagreement_score":0.09398181,"about_ca_system_score_codex":0.00035853274,"about_ca_system_score_gemma":0.00020899552,"threshold_uncertainty_score":0.58361745},"labels":[],"label_agreement":null},{"id":"W2729840023","doi":"10.1093/geroni/igx004.2154","title":"WISHFUL THINKING: AN EXAMINATION OF PALLIATIVE HOME CARE CLIENTS WHO EXPRESSED A WISH TO DIE NOW","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Biblical Studies and Interpretation","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Nipissing University; McMaster University; Laurentian University; University of Northern British Columbia","funders":"","keywords":"Wish; Palliative care; Feeling; Distress; Psychology; Medicine; Nursing; Clinical psychology; Social psychology","score_opus":0.05245607069683171,"score_gpt":0.3063731277368825,"score_spread":0.2539170570400508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2729840023","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96560806,0.000049255897,0.000436949,0.0007471071,0.00034602158,0.00020383603,0.000019948473,0.00002700835,0.0325618],"genre_scores_gemma":[0.9987712,0.000009610892,0.000116425,0.0005955229,0.00017114682,0.000034571378,0.00003794431,0.000010399547,0.00025319902],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99907196,0.000028802888,0.0003602794,0.00018732293,0.0002202461,0.00013138521],"domain_scores_gemma":[0.9987674,0.000029888055,0.00030856935,0.00020610224,0.0006712444,0.000016846221],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023933023,0.000093373754,0.00014931284,0.00033955908,0.00041177435,0.00031484425,0.00022216165,0.000032001186,0.000077800265],"category_scores_gemma":[0.00014325851,0.00008831586,0.000018894945,0.00013256613,0.00008700496,0.000708268,0.000087238644,0.0000933727,0.0000064959095],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004296575,0.0001175965,0.049465,0.00014610235,0.000032892094,0.0000020516006,0.59136206,0.00004873695,0.00091242883,0.2758656,0.0013463876,0.08065818],"study_design_scores_gemma":[0.00080314284,0.00022284938,0.90820706,0.0006320214,0.000009735673,4.680349e-8,0.028370725,0.0007930406,0.0019095477,0.0066011203,0.052149583,0.0003011085],"about_ca_topic_score_codex":0.00023759974,"about_ca_topic_score_gemma":0.0013305143,"teacher_disagreement_score":0.85874206,"about_ca_system_score_codex":0.00006379306,"about_ca_system_score_gemma":0.000008880427,"threshold_uncertainty_score":0.3601416},"labels":[],"label_agreement":null},{"id":"W2729884920","doi":"10.1093/geroni/igx004.4462","title":"ARE SOCIETAL FACTORS INFLUENCING CANADIAN POLICIES FOR INFORMAL CARE PROVISION?","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Population ageing; Business; Population; Economic growth; Public economics; Medicine; Economics; Environmental health","score_opus":0.08432926647445843,"score_gpt":0.32650004727827187,"score_spread":0.24217078080381343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2729884920","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98059726,0.000057811307,0.00040547803,0.006224813,0.00034399537,0.00032877363,0.00012002269,0.000019534002,0.0119022885],"genre_scores_gemma":[0.9975997,0.0000039351285,0.00016925759,0.0018808857,0.00009403805,0.00003948753,0.000027382017,0.000010226592,0.00017507387],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999033,0.000002415504,0.00048191735,0.00014947027,0.000023998013,0.00030924194],"domain_scores_gemma":[0.99908817,0.000013297619,0.00054453395,0.00022806415,0.00008336552,0.00004255075],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033378424,0.000082393104,0.00014715492,0.00060755556,0.00049178203,0.00019329354,0.0001934613,0.00006173358,0.000010635453],"category_scores_gemma":[0.00039985773,0.0000996916,0.000028747318,0.0001992987,0.000025248673,0.0005014651,0.000048465634,0.00009955891,0.000014300938],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000010018598,0.0000028514671,0.68696165,0.00010581313,0.000006626263,5.845211e-7,0.010054001,0.00007238793,0.0000019706767,0.29953828,0.00026349234,0.0029913678],"study_design_scores_gemma":[0.00026348038,0.000009441621,0.89027506,0.000051131105,6.716158e-7,1.4344116e-7,0.0055627977,0.00033331124,0.00004414528,0.004170659,0.09914265,0.0001464897],"about_ca_topic_score_codex":0.30117464,"about_ca_topic_score_gemma":0.12878601,"teacher_disagreement_score":0.29536763,"about_ca_system_score_codex":0.0003047507,"about_ca_system_score_gemma":0.00008350283,"threshold_uncertainty_score":0.88711137},"labels":[],"label_agreement":null},{"id":"W2729919128","doi":"10.1093/geroni/igx004.2644","title":"UNDERSTANDING INEQUALITIES AND INEQUITIES IN HEALTH AND WELLNESS AMONG OLDER CANADIANS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University; Dalhousie University","funders":"","keywords":"Inequality; Health equity; Equity (law); Psychological intervention; Gerontology; Population ageing; Healthy aging; Presentation (obstetrics); Older people; Tracking (education); Population; Psychology; Political science; Public health; Medicine; Environmental health; Nursing","score_opus":0.14661758164836802,"score_gpt":0.3873650424141083,"score_spread":0.24074746076574027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2729919128","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9574479,0.00014159906,0.00021321,0.035632484,0.00023226815,0.00015002354,0.0000029045525,0.000014730433,0.0061648865],"genre_scores_gemma":[0.9969011,0.0001873883,0.000028342733,0.0023804083,0.000061979605,0.000008991041,0.0000020918305,0.000005281362,0.0004244253],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99899256,0.00008914219,0.00034668166,0.000121523924,0.0001225772,0.0003275176],"domain_scores_gemma":[0.9994826,0.0001319441,0.00021078323,0.00008214532,0.00002327912,0.00006928435],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001763983,0.000059597165,0.00014277725,0.0003110977,0.00094422797,0.0002773572,0.00007787325,0.0000462196,0.000012943273],"category_scores_gemma":[0.0005840361,0.000066438006,0.0000041271687,0.00022375098,0.00025672512,0.0004871315,0.00003483643,0.00011811371,1.7270641e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[5.9963236e-7,0.0000013848415,0.59325635,0.00010447417,5.872601e-7,0.00000143773,0.041417,0.0000017186968,8.357408e-8,0.36439368,0.0000661573,0.00075654034],"study_design_scores_gemma":[0.0002843879,0.000003983516,0.78091353,0.00046605087,3.376717e-7,2.743661e-7,0.1999638,0.000080535916,0.0000011568671,0.016116178,0.002071784,0.000097964985],"about_ca_topic_score_codex":0.44279596,"about_ca_topic_score_gemma":0.55394036,"teacher_disagreement_score":0.3482775,"about_ca_system_score_codex":0.00037214553,"about_ca_system_score_gemma":0.00034736135,"threshold_uncertainty_score":0.72623336},"labels":[],"label_agreement":null},{"id":"W2729930317","doi":"10.1093/geroni/igx004.840","title":"SEX-DEPENDENT EFFECT OF EXERCISE ON BRAIN HEALTH IN OLDER ADULTS WITH VCI","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Digit symbol substitution test; Stroop effect; Dementia; Aerobic exercise; Psychology; Cognition; Population; Placebo; Moderation; Audiology; Medicine; Clinical psychology; Physical therapy; Internal medicine; Psychiatry; Disease","score_opus":0.015071851361617705,"score_gpt":0.35456571816752636,"score_spread":0.33949386680590865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2729930317","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9902344,0.000022361106,0.00012377565,0.0059996746,0.000035284706,0.0008516407,0.0000018819512,0.000010761745,0.0027202666],"genre_scores_gemma":[0.9987435,0.000009633938,0.00004580871,0.0004986876,0.00001845889,0.00006116752,0.000019177594,0.000010265332,0.0005933208],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998935,0.000059111797,0.0002974273,0.00018564098,0.00031902155,0.00020379997],"domain_scores_gemma":[0.9993821,0.00008293397,0.0001704977,0.00023111739,0.00010601207,0.00002735153],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013639653,0.000084652835,0.00022484406,0.0005281931,0.000056555564,0.000023004859,0.00007591212,0.000026776264,0.000047217647],"category_scores_gemma":[0.00022303476,0.00006578289,0.000011836619,0.0003217923,0.000039906157,0.00009931245,0.00003286074,0.00019926661,0.000005997999],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00069683726,0.0001706502,0.86613077,0.0004162691,0.000007554733,0.000034144774,0.000794525,0.0000032833148,0.0005592174,0.000100142905,0.0001456869,0.1309409],"study_design_scores_gemma":[0.008094535,0.00086597155,0.96220267,0.0043314174,0.000003304536,0.0000036142574,0.0002728608,0.00014685439,0.023954421,0.000029465933,0.000029922974,0.0000649808],"about_ca_topic_score_codex":0.00027268467,"about_ca_topic_score_gemma":0.000041267616,"teacher_disagreement_score":0.13087592,"about_ca_system_score_codex":0.00008760088,"about_ca_system_score_gemma":0.000083074134,"threshold_uncertainty_score":0.26825485},"labels":[],"label_agreement":null},{"id":"W2729957473","doi":"10.1093/geroni/igx004.1220","title":"CHOREOGRAPHIES OF CITIZENSHIP: TOWARDS A RECONCEPTUALIZATION OF DANCE, DEMENTIA, AND EVERYDAY LIFE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Diversity and Impact of Dance","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Public Health Ontario; Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"","keywords":"Dance; Sociology; Context (archaeology); Dementia; Scholarship; Citizenship; Embodied cognition; Expression (computer science); Choreography; Psychology; Aesthetics; Epistemology; Political science; Disease; Politics; Medicine; Art; Visual arts","score_opus":0.05169036763734763,"score_gpt":0.330924004911156,"score_spread":0.27923363727380834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2729957473","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9779178,0.00021443809,0.001008909,0.0002468682,0.00029470262,0.000076465774,0.00001425906,0.000009357369,0.020217212],"genre_scores_gemma":[0.99931234,0.00003147673,0.00034899713,0.00012484669,0.000025461672,0.0000028809873,0.000010540668,0.0000042104643,0.00013924057],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993561,0.00002945959,0.0003028655,0.000115664625,0.00010085521,0.00009505969],"domain_scores_gemma":[0.99916756,0.000023440742,0.00044805038,0.00020471722,0.00014338263,0.000012871874],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003507002,0.000056091987,0.00013142005,0.0003648662,0.00007323078,0.000023299732,0.00013487162,0.000046301608,0.00012436653],"category_scores_gemma":[0.00022901395,0.000063488806,0.000014114231,0.00039050952,0.00019009448,0.0002199751,0.00004684132,0.000058903224,0.0000014986191],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032313306,0.00003149243,0.9397468,0.00004920513,0.0000648396,8.2065145e-7,0.004398983,0.000004211692,0.0007666513,0.038743768,0.0016994724,0.014461469],"study_design_scores_gemma":[0.0007308463,0.000034394114,0.9933457,0.00012476968,0.000010090697,8.6016144e-7,0.0013032967,0.00001639362,0.001509573,0.0024398982,0.00041320515,0.00007098854],"about_ca_topic_score_codex":0.00020965688,"about_ca_topic_score_gemma":0.000012140948,"teacher_disagreement_score":0.05359891,"about_ca_system_score_codex":0.000005979776,"about_ca_system_score_gemma":0.000016886206,"threshold_uncertainty_score":0.25889984},"labels":[],"label_agreement":null},{"id":"W2729962748","doi":"10.1093/geroni/igx004.2217","title":"MAPPING A CRITICAL ETHICAL LANDSCAPE FOR DEMENTIA: RESEARCH, POLICY, AND PRACTICE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Environmental Philosophy and Ethics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Flourishing; Dementia; Agency (philosophy); Engineering ethics; Politics; Psychology; Political science; Sociology; Public relations; Medicine; Social psychology; Social science; Law","score_opus":0.15088505844922057,"score_gpt":0.4457866917131425,"score_spread":0.29490163326392194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2729962748","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35535142,0.00008039134,0.009887123,0.5033786,0.00022021719,0.00053894747,0.000006978659,0.000037835547,0.13049844],"genre_scores_gemma":[0.99005693,0.000018147808,0.0064604334,0.00323446,0.00014367444,0.000033615164,0.0000027152453,0.000008267423,0.000041783947],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9988695,0.00010778432,0.00021704422,0.0002359166,0.00031590016,0.0002539006],"domain_scores_gemma":[0.9987306,0.0009248533,0.00007038624,0.00021175298,0.00002818358,0.00003420795],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0041842894,0.00006351021,0.00006816442,0.00012881916,0.00071712176,0.00014663936,0.00017050887,0.00013817151,0.00004534529],"category_scores_gemma":[0.012504837,0.00006661634,0.000009548942,0.00026084986,0.0005873649,0.00049717556,0.00035334565,0.0006224463,0.00002641011],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013136667,0.0001603505,0.11591277,0.00012317642,0.000021417998,0.00003055956,0.0048040706,0.00009215227,0.0190298,0.83675843,0.0021531032,0.020782784],"study_design_scores_gemma":[0.0012714738,0.00013534972,0.27132154,0.00021563719,0.000009911193,0.000046004778,0.0023709554,0.0023054162,0.0010686349,0.6501501,0.07073456,0.00037040876],"about_ca_topic_score_codex":0.00020560698,"about_ca_topic_score_gemma":0.000025947891,"teacher_disagreement_score":0.6347055,"about_ca_system_score_codex":0.000096474316,"about_ca_system_score_gemma":0.000014076766,"threshold_uncertainty_score":0.99581325},"labels":[],"label_agreement":null},{"id":"W2729965388","doi":"10.1093/geroni/igx004.3858","title":"MAKING CAPE TOWN AN AGE-FRIENDLY CITY: AN EXPLORATORY STUDY","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Focus group; Inclusion (mineral); Exploratory research; Local government; Qualitative research; Business; Public transport; Economic growth; Socioeconomics; Geography; Psychology; Political science; Marketing; Sociology; Public administration","score_opus":0.17435004784673155,"score_gpt":0.44713847148629543,"score_spread":0.2727884236395639,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2729965388","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98288155,0.000009542943,0.0001432571,0.002698408,0.0007348276,0.00024659414,0.0000012258097,0.00007261155,0.013211988],"genre_scores_gemma":[0.99733096,0.000003297848,0.00026771784,0.0017285031,0.00037781982,0.000029615128,0.000003691247,0.000009165435,0.0002492085],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99861884,0.00016683122,0.00035330202,0.00021831787,0.0003074957,0.00033520855],"domain_scores_gemma":[0.9991944,0.000039563012,0.00021034348,0.0003590565,0.00014369696,0.00005297974],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002571006,0.000078299345,0.00013228306,0.00020748444,0.0015797816,0.0005277949,0.00038070724,0.000053360534,0.00010727925],"category_scores_gemma":[0.0005237925,0.00008539866,0.000010384182,0.0003827528,0.00009952383,0.00157221,0.00006362303,0.00016715632,0.0000045303445],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003845027,0.000091925525,0.8364811,0.000010711534,0.0000027265926,0.00002790949,0.10034452,0.000005491176,0.000009753286,0.04216545,0.0001402457,0.020716304],"study_design_scores_gemma":[0.00036186722,0.000042342148,0.8011504,0.00006205121,0.0000025304923,1.9749773e-7,0.17511152,0.000062441366,0.000009619739,0.002604629,0.020412495,0.00017994324],"about_ca_topic_score_codex":0.006906456,"about_ca_topic_score_gemma":0.05534238,"teacher_disagreement_score":0.07476699,"about_ca_system_score_codex":0.00013594251,"about_ca_system_score_gemma":0.00019397677,"threshold_uncertainty_score":0.99972004},"labels":[],"label_agreement":null},{"id":"W2729982211","doi":"10.1093/geroni/igx004.4385","title":"DELAYED ULTRASOUND-GUIDED REGIONAL ANESTHESIA (USGRA) IN HIP FRACTURE PATIENTS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sunnybrook Hospital","funders":"","keywords":"Medicine; Delirium; Hip fracture; Triage; Incidence (geometry); Anesthesia; Randomized controlled trial; Surgery; Emergency medicine; Internal medicine; Osteoporosis","score_opus":0.034184201097222505,"score_gpt":0.3211765996552525,"score_spread":0.28699239855803005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2729982211","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9783788,0.0000114510885,0.0013878664,0.009700707,0.000039823066,0.00035909886,2.851222e-7,0.00008266279,0.01003934],"genre_scores_gemma":[0.99538237,0.000028789462,0.0007322601,0.0023378164,0.00006679541,0.000033423938,0.00013578554,0.00001427386,0.0012685085],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99898714,0.000018446692,0.00042696958,0.00018498253,0.00023536973,0.00014710611],"domain_scores_gemma":[0.999149,0.00002762159,0.00027820523,0.0003064143,0.00022282719,0.000015907755],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037150554,0.00010270143,0.00014312568,0.0005598012,0.00010408534,0.000060719824,0.0001369077,0.000083073784,0.00017369345],"category_scores_gemma":[0.000287529,0.00010080322,0.000020200558,0.00040394356,0.000044061966,0.00035393043,0.000019221932,0.0002016286,0.0000103978255],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041857034,0.000106330604,0.92821264,0.000029156343,0.000009103754,0.000007905461,0.0004281949,0.000009483213,0.00031027014,0.0054243174,0.057266578,0.008154145],"study_design_scores_gemma":[0.0012712877,0.00010835917,0.9590066,0.00019252828,0.000005579978,0.000004194858,0.00007544686,0.0002161696,0.0019728253,0.0031815302,0.03383361,0.00013188446],"about_ca_topic_score_codex":0.00015608947,"about_ca_topic_score_gemma":0.000013798725,"teacher_disagreement_score":0.030793928,"about_ca_system_score_codex":0.000113285096,"about_ca_system_score_gemma":0.000028703675,"threshold_uncertainty_score":0.41106358},"labels":[],"label_agreement":null},{"id":"W2730002276","doi":"10.1093/geroni/igx004.1485","title":"EFFECT OF KINECT GAMES ON COGNITION AND QUALITY OF LIFE OF ELDERLY: RANDOMIZED CLINICAL TRIAL","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health Education and Validation","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quality of life (healthcare); Montreal Cognitive Assessment; Randomized controlled trial; Confidence interval; Cognition; Physical therapy; Analysis of variance; Medicine; Post-hoc analysis; Clinical trial; Psychology; Gerontology; Physical medicine and rehabilitation; Cognitive impairment; Internal medicine; Psychiatry; Nursing","score_opus":0.2823527982794774,"score_gpt":0.5705460605169804,"score_spread":0.288193262237503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2730002276","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9938871,0.0000086280415,0.00024281624,0.0016250934,0.00050093874,0.000662838,0.00000199931,0.0000061720625,0.003064378],"genre_scores_gemma":[0.9996313,0.00003909236,0.00006899578,0.000075998905,0.00013295191,0.000022439008,0.0000072699104,0.0000023556836,0.00001962904],"study_design_codex":"design_other","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99643964,0.0020289812,0.0011416869,0.00009942013,0.00022039135,0.00006990992],"domain_scores_gemma":[0.9945459,0.0036295324,0.0014073815,0.00012273698,0.00027245487,0.000022007554],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.024681602,0.000042580552,0.0003922105,0.00018145196,0.000101072656,0.000017768198,0.00007161315,0.000070350856,0.000024672643],"category_scores_gemma":[0.045600556,0.00003799386,0.000039128954,0.00022995373,0.00029022212,0.00012904032,0.000009534663,0.00008243882,5.8041127e-7],"study_design_candidate":"randomized_trial","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.24480781,0.0005048948,0.25298536,0.0008937917,0.00006309488,1.0683827e-7,0.016325666,0.0000061295023,0.0015839512,0.19267495,0.0001645106,0.28998974],"study_design_scores_gemma":[0.7558072,0.0009597858,0.22342421,0.0007004752,0.000044863627,4.33498e-8,0.0018126774,0.00016052561,0.011777428,0.0044551943,0.00065596675,0.00020157978],"about_ca_topic_score_codex":0.0014503734,"about_ca_topic_score_gemma":0.00008365766,"teacher_disagreement_score":0.51099944,"about_ca_system_score_codex":0.000013905257,"about_ca_system_score_gemma":0.00019250464,"threshold_uncertainty_score":0.96243876},"labels":[],"label_agreement":null},{"id":"W2730104901","doi":"10.1093/geroni/igx004.2284","title":"THE AGING FEMALE BODY, AGEIST BEAUTY NORMS, AND SOCIAL EXCLUSION: FROM INTERNALIZATION TO RESISTANCE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Interdisciplinary Research in Rehabilitation; Université du Québec à Montréal","funders":"","keywords":"Internalization; Beauty; Social exclusion; Resistance (ecology); Psychology; Social psychology; Art; Medicine; Aesthetics; Political science; Biology; Internal medicine; Ecology","score_opus":0.06027425942153134,"score_gpt":0.40639878973035615,"score_spread":0.3461245303088248,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2730104901","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9564817,0.00019938774,0.0094817355,0.017695857,0.00073522044,0.00014689131,0.000005474889,0.00003762033,0.015216099],"genre_scores_gemma":[0.99202037,0.0000035883702,0.00018578014,0.00063674094,0.00030987166,0.00003328399,0.000017803559,0.000012328935,0.006780219],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99886227,0.00009897845,0.00031298315,0.0002859847,0.00016228142,0.00027751454],"domain_scores_gemma":[0.9991735,0.00012545746,0.00019740229,0.0003548731,0.00012805329,0.000020687386],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010006527,0.000090918365,0.00011757349,0.00015017504,0.001279957,0.00025455296,0.0003409873,0.000070332855,0.000061674415],"category_scores_gemma":[0.00021843248,0.000078996505,0.000012625727,0.00021743376,0.00015698199,0.00014930264,0.00021450693,0.0002498476,0.000032650798],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017276304,0.000043086373,0.7663059,0.000024754425,0.000054292406,0.000062052124,0.037714012,0.0000025198929,0.0008461711,0.13540737,0.011553253,0.047813807],"study_design_scores_gemma":[0.0006240474,0.000009993257,0.95533264,0.00010011539,0.000003897334,0.0000026952446,0.0024059734,0.00010780437,0.00016256332,0.0053161797,0.035784416,0.00014968199],"about_ca_topic_score_codex":0.0008738376,"about_ca_topic_score_gemma":0.0017322901,"teacher_disagreement_score":0.18902671,"about_ca_system_score_codex":0.000068878195,"about_ca_system_score_gemma":0.000021698379,"threshold_uncertainty_score":0.9844524},"labels":[],"label_agreement":null},{"id":"W2730110824","doi":"10.1093/geroni/igx004.1240","title":"PSYCHOLOGICAL VULNERABILITY TO WIDOWHOOD: FINANCIAL STRAIN, WORRY ABOUT CARE, AND SOCIAL ENGAGEMENT","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Worry; Structural equation modeling; Psychology; Social support; Depressive symptoms; Clinical psychology; Depression (economics); Gerontology; Psychiatry; Medicine; Anxiety; Social psychology","score_opus":0.08788866668271153,"score_gpt":0.4296151325116882,"score_spread":0.3417264658289767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2730110824","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9745027,0.000032050604,0.0007427744,0.0028390288,0.0012669229,0.000452968,0.00003132742,0.00003257513,0.02009965],"genre_scores_gemma":[0.99449444,0.000002720105,0.00050426385,0.0042657205,0.00035212687,0.000103859726,0.000032741376,0.00001041323,0.00023374279],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9982681,0.0001610806,0.00055191276,0.0004682029,0.00019816715,0.00035252675],"domain_scores_gemma":[0.99917465,0.00004458219,0.00022980005,0.00038473756,0.0001210889,0.00004510881],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014493117,0.00013746317,0.00019174298,0.0002108551,0.0006504314,0.00010661619,0.00023108706,0.00011380363,0.00016931524],"category_scores_gemma":[0.00019668225,0.00013902805,0.000022585993,0.0002471935,0.00009708726,0.000120100056,0.00012048434,0.00037209643,0.000034432083],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011619945,0.00029897512,0.2874362,0.0000998531,0.000010680959,0.000018022945,0.031074299,0.0000017042681,0.00071053096,0.12725668,0.00405705,0.54891986],"study_design_scores_gemma":[0.0010905897,0.00011952845,0.98197556,0.000035432906,0.0000028589936,0.0000017730086,0.002933743,0.0000013700495,0.00004553973,0.0045614485,0.009086766,0.00014537272],"about_ca_topic_score_codex":0.00021848582,"about_ca_topic_score_gemma":0.00015703087,"teacher_disagreement_score":0.69453937,"about_ca_system_score_codex":0.00014258682,"about_ca_system_score_gemma":0.00003360084,"threshold_uncertainty_score":0.5669399},"labels":[],"label_agreement":null},{"id":"W2730114627","doi":"10.1093/geroni/igx004.3220","title":"AGING AND FRAILTY IN SILICO: THE PROPAGATION OF LOCAL DAMAGE THROUGH COMPLEX NETWORKS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Frailty Index; Complex network; Computer science; Medicine; Gerontology","score_opus":0.06424718824112197,"score_gpt":0.3826199002966146,"score_spread":0.3183727120554926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2730114627","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9606623,0.000025078927,0.025501266,0.0050328462,0.00022842814,0.0006158022,9.828802e-7,0.000029461997,0.007903855],"genre_scores_gemma":[0.999335,0.0000036147812,0.00016142098,0.00018895383,0.00018525569,0.000028736365,0.000012232291,0.0000096253025,0.00007517604],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982298,0.0002925775,0.00068582897,0.0002218625,0.00031438438,0.0002555717],"domain_scores_gemma":[0.9984172,0.00015921802,0.00056349696,0.0003505628,0.00049953506,0.000010009686],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0042359536,0.00010116099,0.00017376758,0.00022098367,0.00089403347,0.00020751443,0.00033488547,0.00007811623,0.000015137083],"category_scores_gemma":[0.0009138459,0.000090705136,0.000013887909,0.0012002593,0.00072793587,0.0008008726,0.00011121925,0.0002730443,5.483717e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000048505935,0.000024712368,0.507492,0.000057199264,0.0000037140715,0.000001507217,0.025911894,0.0020860943,0.00014394354,0.4577617,0.000057810463,0.0064545744],"study_design_scores_gemma":[0.0004967307,0.000010973539,0.92158467,0.00015428431,0.000002577231,6.04672e-7,0.024796238,0.025781475,0.00011358248,0.024684286,0.0022152686,0.00015931985],"about_ca_topic_score_codex":0.012165277,"about_ca_topic_score_gemma":0.008179748,"teacher_disagreement_score":0.43307742,"about_ca_system_score_codex":0.00024033494,"about_ca_system_score_gemma":0.000130974,"threshold_uncertainty_score":0.9944128},"labels":[],"label_agreement":null},{"id":"W2730119498","doi":"10.1093/geroni/igx004.500","title":"AFRICAN AMERICAN CUSTODIAL GRANDPARENTS: A NATIONAL PROFILE OF HEALTH CHARACTERISTICS AND BEHAVIORS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Grandparent; Medicine; Demography; Overweight; Depression (economics); Logistic regression; Gerontology; Obesity; Psychology; Developmental psychology; Internal medicine","score_opus":0.02995755476257029,"score_gpt":0.3564464570909861,"score_spread":0.3264889023284158,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2730119498","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99238336,0.000005221437,0.00043933274,0.001970753,0.00024459505,0.00009950805,0.000025271343,0.00000800831,0.0048239618],"genre_scores_gemma":[0.9992221,0.000013763855,0.0003771511,0.00015214406,0.00009542907,0.000014007647,0.00003031888,0.0000040613063,0.00009105198],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991666,0.000051052968,0.0003039785,0.000102169775,0.0002615004,0.0001147122],"domain_scores_gemma":[0.99912614,0.0000231986,0.00046763726,0.00006338675,0.0003041023,0.000015529828],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009500019,0.000044263903,0.000106882646,0.00017349134,0.0004783196,0.00008343646,0.00010674758,0.000017132737,0.00001005997],"category_scores_gemma":[0.0003376483,0.000049735863,0.000010248694,0.00023457568,0.00021452173,0.00015998054,0.00002895776,0.00006201952,5.118547e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000065091563,0.000042706244,0.65334713,0.000014159175,0.000005207752,6.3014545e-7,0.013040317,0.0000063701564,0.00063755247,0.28999603,0.00015960536,0.0427438],"study_design_scores_gemma":[0.00019077724,0.00002139978,0.9912133,0.00007059146,0.0000015208731,2.8310515e-7,0.0045417915,0.0007075489,0.000025826173,0.0012721961,0.0018558464,0.000098884884],"about_ca_topic_score_codex":0.0036652177,"about_ca_topic_score_gemma":0.0012482279,"teacher_disagreement_score":0.33786622,"about_ca_system_score_codex":0.00012047102,"about_ca_system_score_gemma":0.00022773456,"threshold_uncertainty_score":0.5540737},"labels":[],"label_agreement":null},{"id":"W2730145896","doi":"10.1093/geroni/igx004.2794","title":"AN AGE-FRIENDLY PROJECT ON SOCIAL ISOLATION AND LONELINESS: LESSONS FROM TORONTO’S CHINESE COMMUNITY","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; Toronto Public Health; University of Toronto","funders":"","keywords":"Loneliness; Social isolation; Social connectedness; Gerontology; Psychological intervention; Spouse; Feeling; Psychology; Neighbourhood (mathematics); Social support; Population; Medicine; Sociology; Environmental health; Social psychology","score_opus":0.11659643287000307,"score_gpt":0.466736252505619,"score_spread":0.3501398196356159,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2730145896","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9840163,0.000020275673,0.00021216196,0.009145724,0.0003345587,0.00016147143,0.00001188473,0.000042316504,0.0060552927],"genre_scores_gemma":[0.9981384,0.000024236811,0.000257988,0.0010193421,0.00044448714,0.000014239686,0.000042159452,0.000006863012,0.000052248415],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990002,0.00026321443,0.00025325813,0.00011971038,0.00017259954,0.00019100614],"domain_scores_gemma":[0.99935097,0.0001342498,0.00019364512,0.00019799737,0.000099610574,0.000023537925],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0012928443,0.00007535293,0.00012623954,0.00006816796,0.0026742534,0.00032592122,0.00021487172,0.00008164195,0.000016821936],"category_scores_gemma":[0.0006224157,0.000073874966,0.000010947237,0.00015978479,0.00012193351,0.0008397864,0.0000401054,0.0002141251,9.726593e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022440223,0.000088921006,0.78423756,0.000030839285,0.0000049023365,0.0000023763753,0.08516446,0.0000035764963,0.00006738847,0.0883086,0.00036518995,0.04170374],"study_design_scores_gemma":[0.00027766277,0.000010108083,0.97910357,0.000041799405,0.0000013785302,4.5901352e-8,0.01528252,0.00017884574,0.0000037109207,0.00312638,0.0018862437,0.00008774637],"about_ca_topic_score_codex":0.3088418,"about_ca_topic_score_gemma":0.23843564,"teacher_disagreement_score":0.19486599,"about_ca_system_score_codex":0.00016334397,"about_ca_system_score_gemma":0.000114027425,"threshold_uncertainty_score":0.99862415},"labels":[],"label_agreement":null},{"id":"W2730149591","doi":"10.1093/geroni/igx004.3384","title":"NATURE AND MEANING OF SOCIAL TIES AMONG ASSISTED LIVING RESIDENTS AT THE END OF LIFE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Meaning (existential); Feeling; Psychology; Social isolation; Gerontology; Cognitive impairment; Thematic analysis; Cognition; Quality of life (healthcare); Interpersonal ties; Reminiscence; Social support; Social psychology; Developmental psychology; Clinical psychology; Sociology; Medicine; Qualitative research; Psychiatry; Psychotherapist; Cognitive psychology; Social science","score_opus":0.0463161157628079,"score_gpt":0.39449226020349265,"score_spread":0.34817614444068473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2730149591","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.990271,0.000092063,0.000010446452,0.0017285983,0.00049602095,0.00011634714,0.0000031975835,0.000009873797,0.007272461],"genre_scores_gemma":[0.99898314,0.0000060633897,0.00004471179,0.000083916486,0.0001330035,0.0000063708635,0.000004189141,0.0000073429173,0.00073126523],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990571,0.00012221865,0.00043730796,0.00009296868,0.00016512327,0.00012526219],"domain_scores_gemma":[0.9985549,0.0003170084,0.00074633415,0.00015655308,0.00021589821,0.000009293755],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001019557,0.00005474579,0.00015097792,0.0001701356,0.00085113803,0.000014619805,0.00011267559,0.00013654362,0.00005336354],"category_scores_gemma":[0.0012693002,0.000044208573,0.000014611218,0.00023960673,0.0001382843,0.00012823506,0.000152218,0.00036736965,7.684149e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016245953,0.0000069613898,0.9635953,0.0001644029,0.0000116842975,3.8224724e-7,0.02588332,7.040752e-7,0.0020236582,0.003636619,0.002916331,0.0017443962],"study_design_scores_gemma":[0.0002192058,0.0000044198755,0.99088603,0.0004380003,0.00000631725,1.6956717e-7,0.007514855,0.000013309104,0.0002498078,0.00046264747,0.00016528052,0.00003995158],"about_ca_topic_score_codex":0.000962368,"about_ca_topic_score_gemma":0.0009350505,"teacher_disagreement_score":0.027290743,"about_ca_system_score_codex":0.00005493897,"about_ca_system_score_gemma":0.00007398363,"threshold_uncertainty_score":0.65463513},"labels":[],"label_agreement":null},{"id":"W2730157690","doi":"10.1093/geroni/igx004.1612","title":"USING INTER-ORGANIZATIONAL NETWORK ANALYSIS FOR QUALITY IMPROVEMENT IN LONG-TERM CARE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Quality and Safety in Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ottawa Hospital; University of Ottawa; Mount Saint Vincent University; University of Toronto","funders":"","keywords":"Dissemination; Exponential random graph models; Interpersonal communication; Boundary spanning; Opinion leadership; Quality (philosophy); Advice (programming); Business; Psychology; Knowledge management; Public relations; Computer science; Graph; Social psychology; Random graph; Political science; Telecommunications","score_opus":0.20637972087486134,"score_gpt":0.5272095944436577,"score_spread":0.32082987356879633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2730157690","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90114707,0.00004432467,0.093878135,0.002772618,0.00081925926,0.00088394666,0.000043689375,0.000029802028,0.00038117447],"genre_scores_gemma":[0.9955634,0.0000050248386,0.0020080649,0.0013923293,0.0004382569,0.0001075436,0.00040189963,0.00001605698,0.000067414934],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973297,0.00029295744,0.001461318,0.0003061783,0.00019000145,0.0004198032],"domain_scores_gemma":[0.99753505,0.0003249517,0.0008623252,0.0004692024,0.0007787158,0.000029778672],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027109515,0.000119391094,0.0003184816,0.00047008463,0.0011817605,0.00003664791,0.00023485867,0.00016923617,0.000101498765],"category_scores_gemma":[0.00078501616,0.00013123694,0.000044864108,0.0013674187,0.00003770703,0.00024320836,0.00014529684,0.00041389605,0.0000039838],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029367371,0.000017785207,0.96647966,0.0006204922,0.000032858992,0.0000010341641,0.0062258854,0.0014218279,0.00008353837,0.021795277,0.000014450653,0.0032778156],"study_design_scores_gemma":[0.0008109214,0.000011613152,0.9891275,0.00045351818,0.000018206674,7.1025184e-8,0.0037029958,0.0022627565,0.000025942792,0.0033494635,0.00009172793,0.00014525624],"about_ca_topic_score_codex":0.002073603,"about_ca_topic_score_gemma":0.010789567,"teacher_disagreement_score":0.09441636,"about_ca_system_score_codex":0.00071408285,"about_ca_system_score_gemma":0.00029916182,"threshold_uncertainty_score":0.9089265},"labels":[],"label_agreement":null},{"id":"W2730166159","doi":"10.1093/geroni/igx004.304","title":"MY TOOLS 4 CARE: AN ONLINE INTERVENTION SUPPORTING CAREGIVERS OF OLDER PERSONS WITH DEMENTIA","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; University of Saskatchewan; University of Alberta","funders":"","keywords":"Dementia; Intervention (counseling); Family caregivers; Gerontology; Psychology; Quality of life (healthcare); Randomized controlled trial; Medicine; Nursing","score_opus":0.07479241637465557,"score_gpt":0.4223017736876479,"score_spread":0.3475093573129923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2730166159","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9955087,0.000044639386,0.0012641698,0.0006768746,0.0005591157,0.00028350385,0.000021621396,0.000033280634,0.001608114],"genre_scores_gemma":[0.9983222,0.0000020583416,0.0010664188,0.000050004357,0.00011978798,0.000017795835,0.00022300582,0.0000139897775,0.00018473726],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988253,0.00007655795,0.00053764676,0.00017815256,0.0001558199,0.00022649516],"domain_scores_gemma":[0.99841356,0.00003996436,0.0008073448,0.00030365668,0.0004150505,0.00002045046],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047087125,0.00008517932,0.00015904805,0.00029874739,0.00046984834,0.000030670024,0.00015352869,0.00006869886,0.00010980474],"category_scores_gemma":[0.00014363883,0.000080942664,0.000025109013,0.00029647656,0.000045310775,0.0004639846,0.00005092189,0.00023954608,0.0000023175323],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005309641,0.00008358273,0.8396322,0.00045722895,0.00003523714,0.000007146274,0.08740577,0.000018453073,0.0010963536,0.0009857243,0.0008194337,0.06940575],"study_design_scores_gemma":[0.0017801954,0.000092019094,0.77876914,0.001093853,0.000037876845,9.87911e-7,0.21646582,0.00006463794,0.00042806994,0.00006663395,0.0010618304,0.00013896091],"about_ca_topic_score_codex":0.0019744826,"about_ca_topic_score_gemma":0.0016741162,"teacher_disagreement_score":0.12906004,"about_ca_system_score_codex":0.00011348143,"about_ca_system_score_gemma":0.000121928744,"threshold_uncertainty_score":0.3613741},"labels":[],"label_agreement":null},{"id":"W2730167731","doi":"10.1093/geroni/igx004.3513","title":"THE ASSOCIATION BETWEEN FRAILTY INDEX AND THE METABOLIC SYNDROME OVER THE LIFESPAN","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Capital District Health Authority; Dalhousie University","funders":"","keywords":"Metabolic syndrome; Medicine; National Health and Nutrition Examination Survey; Demography; Diabetes mellitus; Gerontology; Risk of mortality; Population; Frailty Index; Internal medicine; Obesity; Endocrinology; Environmental health","score_opus":0.02986814264069252,"score_gpt":0.3155957882911774,"score_spread":0.28572764565048486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2730167731","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9280738,0.00022291116,0.000121713965,0.068275854,0.00029348783,0.00044546335,0.0000036826857,0.000027582697,0.002535472],"genre_scores_gemma":[0.99660826,0.000061720275,0.000021363228,0.0014060976,0.0002878765,0.00004510193,0.0000077589275,0.00001382276,0.0015479889],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99871874,0.000109090004,0.00040075337,0.00015440203,0.00040337275,0.00021366979],"domain_scores_gemma":[0.99793434,0.0008002253,0.00047888697,0.0005912067,0.00017746542,0.000017894072],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025557075,0.00010547714,0.00020477206,0.000100906385,0.0008152525,0.00028809177,0.0002777885,0.00008050573,0.000010251517],"category_scores_gemma":[0.0032083332,0.000052287094,0.000028683067,0.00040363328,0.00021395629,0.00020981554,0.00012782354,0.00048005307,0.000010128005],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017404758,0.000006153107,0.9718018,0.0000074506756,0.00009673176,0.0000023196176,0.0011017137,0.000002466494,0.000049901188,0.010921206,0.0007534452,0.015239387],"study_design_scores_gemma":[0.0021087057,0.000007345978,0.9724887,0.000068608,0.000043741416,0.000010065957,0.00016679283,0.0003051607,0.00007099449,0.003149639,0.021518108,0.000062119885],"about_ca_topic_score_codex":0.00045876933,"about_ca_topic_score_gemma":0.000107581654,"teacher_disagreement_score":0.06853444,"about_ca_system_score_codex":0.00008673558,"about_ca_system_score_gemma":0.0000511893,"threshold_uncertainty_score":0.62703454},"labels":[],"label_agreement":null},{"id":"W2730169398","doi":"10.1093/geroni/igx004.2527","title":"SARCOPENIA: REVISITING CRITERIA DEFINITION AND ASSOCIATION WITH PROTEIN INTAKE AND INSULIN RESISTANCE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University","funders":"","keywords":"Sarcopenia; Insulin resistance; Spurious relationship; Muscle mass; Logistic regression; Body mass index; Weight loss; Insulin; Medicine; Econometrics; Endocrinology; Statistics; Internal medicine; Obesity; Mathematics","score_opus":0.055680349962446286,"score_gpt":0.34685407243178296,"score_spread":0.29117372246933665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2730169398","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97117674,0.0002301327,0.00030547814,0.022028286,0.000040853916,0.00039428606,0.0000030383703,0.000036080794,0.005785094],"genre_scores_gemma":[0.9861653,0.00007066958,0.012362905,0.0010072137,0.00013212895,0.000039677365,0.000018762674,0.000011916985,0.00019146032],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99910617,0.00003556293,0.00035516196,0.00019154206,0.00016277505,0.00014876913],"domain_scores_gemma":[0.999189,0.000037215614,0.00037213656,0.00014198254,0.00022998669,0.000029675644],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010197345,0.00007956982,0.00016833669,0.00022566317,0.0003200043,0.00014281896,0.000030398,0.000059552145,0.000013911532],"category_scores_gemma":[0.0006169354,0.00007887671,0.0000049559876,0.00022895055,0.000038983544,0.00031344872,0.000027048576,0.00023429182,0.0000019696706],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034992953,0.000043779055,0.9012663,0.0018131608,0.000017233639,0.000048404116,0.0013504612,1.525613e-7,0.027474098,0.035088167,0.0002837918,0.03226453],"study_design_scores_gemma":[0.0038306732,0.000052843094,0.97593534,0.005577926,0.0000133162675,0.000026581072,0.00033553047,0.00012708866,0.0032299617,0.0059035528,0.0047934717,0.0001737096],"about_ca_topic_score_codex":0.000035729496,"about_ca_topic_score_gemma":0.000044021912,"teacher_disagreement_score":0.074669056,"about_ca_system_score_codex":0.00013823672,"about_ca_system_score_gemma":0.000041187148,"threshold_uncertainty_score":0.32164988},"labels":[],"label_agreement":null},{"id":"W2730186205","doi":"10.1093/geroni/igx004.1829","title":"UNDERSTANDING PERSON-PLACE TRANSACTIONS IN NEIGHBOURHOODS: A QUALITATIVE-GEOSPATIAL APPROACH","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Geospatial analysis; Qualitative research; Citizen journalism; Workaround; Social connectedness; Neighbourhood (mathematics); Situated; Narrative; Data science; Sociology; Psychology; Computer science; Geography; Social psychology; World Wide Web; Cartography; Social science; Artificial intelligence","score_opus":0.2731704698775588,"score_gpt":0.43626408742455786,"score_spread":0.16309361754699908,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2730186205","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40413022,0.000052043717,0.35559097,0.058947872,0.0011942704,0.00067283516,0.0000130666,0.00009908549,0.17929962],"genre_scores_gemma":[0.9976941,0.00001464895,0.001057695,0.00050516403,0.00009588613,0.00002737017,0.0000037139498,0.000007247054,0.00059420895],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9987533,0.00020010541,0.00030656825,0.00016663507,0.00023663961,0.00033676706],"domain_scores_gemma":[0.99942917,0.00019234614,0.0001669901,0.00012759163,0.000049874507,0.000034028148],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023960737,0.00007230985,0.0001349036,0.0003046658,0.0010589842,0.00021253353,0.00018063144,0.000074171614,0.000120233366],"category_scores_gemma":[0.00046273926,0.00008127986,0.000020405972,0.0005657659,0.0001301467,0.0005920203,0.000007048448,0.00023129334,0.0000032371154],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010113243,0.00004381748,0.063569136,0.000066281376,0.0000047971516,0.0000025099107,0.3924358,0.00020153917,0.000004579148,0.5413317,0.00009335053,0.002236374],"study_design_scores_gemma":[0.0010852538,0.000009016778,0.1024387,0.00020050065,0.0000030863853,4.832344e-7,0.8793167,0.0035007088,0.000008363185,0.010731268,0.002447207,0.00025873215],"about_ca_topic_score_codex":0.028712051,"about_ca_topic_score_gemma":0.025889643,"teacher_disagreement_score":0.59356385,"about_ca_system_score_codex":0.00057765964,"about_ca_system_score_gemma":0.00026811945,"threshold_uncertainty_score":0.9918853},"labels":[],"label_agreement":null},{"id":"W2730188900","doi":"10.1093/geroni/igx004.2606","title":"SURVEILLANCE TECHNOLOGIES IN LONG-TERM CARE: A BLIND SPOT FOR GERONTOLOGISTS?","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dental Education, Practice, Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Long-term care; Public relations; Variety (cybernetics); Assisted living; Business; Health care; Internet privacy; Political science; Medicine; Nursing; Law; Computer science","score_opus":0.16006273554496378,"score_gpt":0.5408290343454732,"score_spread":0.3807662988005095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2730188900","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98354363,0.0002869288,0.00066919095,0.009540671,0.0008587644,0.001251196,0.000009187121,0.000103902355,0.0037365418],"genre_scores_gemma":[0.9976875,0.000058902973,0.00047116436,0.00014418348,0.00009324476,0.000747743,0.000060877184,0.000017612141,0.00071875495],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982969,0.0001220617,0.0006420917,0.0003003087,0.0001885032,0.000450141],"domain_scores_gemma":[0.99794996,0.00040720095,0.0005320268,0.00060352,0.0004928842,0.000014396865],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023320725,0.00010562364,0.00018101576,0.0006826556,0.00065986067,0.000075430034,0.00047713178,0.00019082194,0.00004316866],"category_scores_gemma":[0.0071011223,0.00010877033,0.00001496976,0.00064279145,0.00013133531,0.00052850693,0.00019704025,0.000649256,0.00004924522],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006868563,0.000038498227,0.96084535,0.00026642767,0.000003844778,0.00000545684,0.0022078303,0.0000020901964,0.000256779,0.0029952952,0.00014998893,0.033159725],"study_design_scores_gemma":[0.0013620798,0.000013932984,0.98679036,0.00019914524,8.8571284e-7,0.000001220527,0.008421021,0.000042966025,0.00021076521,0.0011718852,0.0016747069,0.000111044756],"about_ca_topic_score_codex":0.00084270776,"about_ca_topic_score_gemma":0.00341764,"teacher_disagreement_score":0.03304868,"about_ca_system_score_codex":0.00062993006,"about_ca_system_score_gemma":0.0004104442,"threshold_uncertainty_score":0.850122},"labels":[],"label_agreement":null},{"id":"W2730223542","doi":"10.1093/geroni/igx004.230","title":"AN OBJECTIVE MEASURE OF INDIVIDUAL HEALTH AND AGING FOR POPULATION SURVEYS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health and Well-being Studies","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Measure (data warehouse); Computer science; Data mining","score_opus":0.08396291915484817,"score_gpt":0.42669974883924,"score_spread":0.34273682968439184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2730223542","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9891768,0.00016747054,0.0071794786,0.0017486813,0.00044830967,0.0003564786,0.000018189523,0.00002392675,0.00088064367],"genre_scores_gemma":[0.9986085,0.000003659494,0.00057615427,0.0005910964,0.00009759579,0.00003269666,0.000055241835,0.000009897118,0.000025133244],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988891,0.0002006068,0.00040698706,0.00019136527,0.00011158288,0.0002003496],"domain_scores_gemma":[0.99907565,0.000100124606,0.00043785153,0.00019664838,0.00016616556,0.00002354159],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0039565926,0.000071448885,0.0001728407,0.00027181898,0.00035562518,0.00003716725,0.000094491545,0.00004715498,0.0000027260876],"category_scores_gemma":[0.00037833038,0.000076016295,0.000008874914,0.00019414214,0.000038321876,0.000179255,0.000021156982,0.00010375252,5.3879467e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000117318705,0.000023613193,0.7993401,0.00006722499,0.000013813212,2.5954728e-7,0.011263852,0.0000048913566,0.000030154028,0.009304969,0.000114213835,0.17982517],"study_design_scores_gemma":[0.0006238945,0.000075510194,0.995566,0.000086252556,0.0000020596312,8.2045426e-7,0.0013643098,0.000046117977,0.000033554636,0.0020068195,0.00012813465,0.000066537745],"about_ca_topic_score_codex":0.0023499462,"about_ca_topic_score_gemma":0.00038197785,"teacher_disagreement_score":0.19622588,"about_ca_system_score_codex":0.00003517309,"about_ca_system_score_gemma":0.00005344196,"threshold_uncertainty_score":0.35524315},"labels":[],"label_agreement":null},{"id":"W2730236655","doi":"10.1093/geroni/igx004.2012","title":"ORAL-HEALTH PROFESSIONALS AS A FIRST POINT OF CONTACT FOR ELDER ABUSE VICTIMS: A SCOPING REVIEW","year":2017,"lang":"en","type":"review","venue":"Innovation in Aging","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Lakehead University; University of Toronto","funders":"","keywords":"Elder abuse; Neglect; Medicine; Health professionals; Nursing; Scope of practice; Health care; Suicide prevention; Poison control; Medical emergency","score_opus":0.23400691632124968,"score_gpt":0.5378125725169074,"score_spread":0.3038056561956577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2730236655","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000051967995,0.99174,0.00017063394,0.0013252053,0.0003578943,0.004817296,0.000008861973,0.000036415524,0.0015385372],"genre_scores_gemma":[0.000020592559,0.9968238,0.00041343283,0.0015445929,0.00013788001,0.00076657394,0.0000541556,0.000030897358,0.00020805786],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9969005,0.000364756,0.0016824129,0.00035338153,0.0003285533,0.0003704121],"domain_scores_gemma":[0.9962361,0.0005488245,0.0024087937,0.00036385882,0.0003994058,0.000043025622],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004070297,0.00023436011,0.0016022493,0.00052131823,0.00053940725,0.000050695173,0.000434031,0.00019306969,0.00012242049],"category_scores_gemma":[0.0015011851,0.00020653644,0.0001888321,0.0012812698,0.000060356826,0.00032062695,0.00004325173,0.00030422528,0.000012823462],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000034024222,0.00006819198,0.000030166048,0.2028545,0.00004963661,0.000002345149,0.007975829,3.8054395e-8,1.6308437e-7,0.0053412262,0.0030556014,0.7806189],"study_design_scores_gemma":[0.00010824637,0.000019213425,0.0000015805382,0.54343164,0.000031328214,9.254721e-7,0.00010485825,1.7724948e-7,7.422715e-7,0.00025433273,0.45592523,0.00012173754],"about_ca_topic_score_codex":0.0009289219,"about_ca_topic_score_gemma":0.0022297462,"teacher_disagreement_score":0.78049713,"about_ca_system_score_codex":0.00023864383,"about_ca_system_score_gemma":0.0027422116,"threshold_uncertainty_score":0.84223115},"labels":[],"label_agreement":null},{"id":"W2730253178","doi":"10.1093/geroni/igx004.5131","title":"TRANS-DISCIPLINARY RESEARCH IN FRAILTY TO ACHIEVE HEALTHY AGEING","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Healthcare Systems and Public Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Excellence; Gerontology; Psychological intervention; Health care; Medicine; Population ageing; Public health; Test (biology); Discipline; Population; Quality of life (healthcare); Nursing; Public relations; Political science; Environmental health","score_opus":0.31425039445565195,"score_gpt":0.53076524456514,"score_spread":0.216514850109488,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2730253178","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7807689,0.00004291487,0.00061195705,0.20463003,0.0003083777,0.000770598,0.0000028464456,0.000028410966,0.012836014],"genre_scores_gemma":[0.99576056,0.000014097677,0.00067519763,0.0027343738,0.00040486243,0.000088008455,0.000014259183,0.000021588348,0.0002870411],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973569,0.00026072256,0.0008934888,0.00035662,0.0004903528,0.0006418988],"domain_scores_gemma":[0.9986194,0.00012093167,0.00013181756,0.0005945655,0.00035111266,0.00018217633],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009187289,0.00010193994,0.00029625162,0.001618278,0.0004540308,0.000081100785,0.00019414928,0.00013914041,0.000025144394],"category_scores_gemma":[0.0006987304,0.00010089186,0.000017317825,0.0018985729,0.000046695663,0.0002500226,0.00007708216,0.0010182894,0.000022076456],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004278899,0.00022513709,0.5836,0.0019213436,0.000008163982,0.0004932843,0.021524966,0.000029286331,0.0021575321,0.017978417,0.0016956407,0.36993834],"study_design_scores_gemma":[0.0013385027,0.00033114915,0.95758486,0.0018283672,5.6885176e-7,0.000018943949,0.0016220195,0.0003963842,0.000031604348,0.0019389847,0.034784522,0.00012408411],"about_ca_topic_score_codex":0.012215995,"about_ca_topic_score_gemma":0.0032428545,"teacher_disagreement_score":0.37398487,"about_ca_system_score_codex":0.00052015035,"about_ca_system_score_gemma":0.0011377188,"threshold_uncertainty_score":0.99436176},"labels":[],"label_agreement":null},{"id":"W2730256098","doi":"10.1093/geroni/igx004.2349","title":"AEROBIC EXERCISE PROMOTES EXECUTIVE FUNCTIONING AND ASSOCIATED FUNCTIONAL NEUROPLASTICITY","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; University of British Columbia","funders":"","keywords":"Aerobic exercise; Functional magnetic resonance imaging; Effects of sleep deprivation on cognitive performance; Executive functions; Neuroplasticity; Cognition; Randomized controlled trial; Psychology; Medicine; Physical medicine and rehabilitation; Physical therapy; Internal medicine; Neuroscience","score_opus":0.022691072693590497,"score_gpt":0.26167538404665197,"score_spread":0.23898431135306147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2730256098","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.996514,0.000024642188,0.0006438883,0.000368077,0.00022991982,0.00020135907,0.0000022838885,0.000052832223,0.0019629654],"genre_scores_gemma":[0.99920624,0.000008565589,0.000054301403,0.00019006796,0.0000783217,0.000022453634,0.000046321187,0.000011160625,0.00038258752],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99925196,0.000018315228,0.00021963552,0.00020330808,0.00017279606,0.0001339678],"domain_scores_gemma":[0.9994381,0.000031977394,0.00013041496,0.0001689442,0.00019817727,0.0000323681],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021096262,0.0000915373,0.00014698617,0.00020077017,0.00030104545,0.000100520316,0.000033996115,0.000037127884,0.000059679034],"category_scores_gemma":[0.0006199301,0.000091063994,0.000028241073,0.00022329357,0.000068535286,0.00024466208,0.000045757108,0.00014562423,0.000006463693],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003501874,0.000086212836,0.99174345,0.00003658999,0.000029267892,0.0000069706634,0.00017102827,0.000020145944,0.0026495436,0.0005857091,0.0002500278,0.004386059],"study_design_scores_gemma":[0.0012257161,0.000028728446,0.99599636,0.0002992796,0.000039648843,0.000016521113,0.00014256586,0.00066757936,0.0012006712,0.00018546359,0.00011070159,0.00008677785],"about_ca_topic_score_codex":0.00003342754,"about_ca_topic_score_gemma":0.000011376683,"teacher_disagreement_score":0.004299281,"about_ca_system_score_codex":0.000046499386,"about_ca_system_score_gemma":0.000050197377,"threshold_uncertainty_score":0.3713482},"labels":[],"label_agreement":null},{"id":"W2730268506","doi":"10.1093/geroni/igx004.3175","title":"UNDERSTANDING THE USE OF COMPENSATORY STRATEGIES TO ENHANCE OLDER DRIVERS’ MOBILITY","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University; Université de Sherbrooke","funders":"","keywords":"Adaptive strategies; Exploratory research; Psychology; Newspaper; Applied psychology; Business; Advertising","score_opus":0.1663525609333205,"score_gpt":0.3085897443217446,"score_spread":0.1422371833884241,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2730268506","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9769436,0.0000014321845,0.017565014,0.0007807864,0.00025359401,0.00014888067,5.476227e-7,0.000030892425,0.0042752633],"genre_scores_gemma":[0.9989826,4.2117358e-7,0.00012603219,0.0007537381,0.00009406412,0.00000603904,0.0000024082867,0.0000060644816,0.000028632161],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99945307,0.0000022871823,0.00023868284,0.00012310014,0.00007709932,0.00010573334],"domain_scores_gemma":[0.9993122,0.00005205963,0.00027511604,0.00027592038,0.00008264671,0.0000020613727],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045794,0.000062342406,0.00008381031,0.00019100851,0.0002602116,0.00055624393,0.00020874744,0.000023759028,0.000048190177],"category_scores_gemma":[0.00013168441,0.000051356896,0.000013205144,0.00027508207,0.000055930544,0.0024274914,0.000109529494,0.00008885785,0.000019331932],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010775698,0.000022336455,0.5614986,0.000091877344,0.000011906224,0.0000015307136,0.0008408563,0.0031533265,0.00047897568,0.43130252,0.0006729628,0.0019143422],"study_design_scores_gemma":[0.00027787578,0.0000025527318,0.9465071,0.000214702,0.000005860309,2.452133e-7,0.0033291674,0.0053967377,0.0004974571,0.0368962,0.0066919625,0.00018013433],"about_ca_topic_score_codex":0.00041266528,"about_ca_topic_score_gemma":0.00024143075,"teacher_disagreement_score":0.39440632,"about_ca_system_score_codex":0.000043292923,"about_ca_system_score_gemma":0.000014413378,"threshold_uncertainty_score":0.5363873},"labels":[],"label_agreement":null},{"id":"W2730286782","doi":"10.1093/geroni/igx004.2476","title":"ENABLING KNOWLEDGE TRANSLATION THROUGH THE CANADIAN DEPRESCRIBING NETWORK","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Natural Language Processing Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Alberta Health; Alberta Health Services; Women's College Hospital; Bruyère; University of British Columbia; Université de Montréal","funders":"","keywords":"Deprescribing; Medical prescription; Set (abstract data type); Action plan; Enabling; Plan (archaeology); Public relations; Business; Nursing; Medicine; Polypharmacy; Political science; Computer science; Management; Psychiatry; History; Pharmacology","score_opus":0.07744380998483788,"score_gpt":0.3356384969583223,"score_spread":0.25819468697348447,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2730286782","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0046986584,0.0021222564,0.96734387,0.010484874,0.00063663075,0.00023277411,4.0412954e-7,0.0002758479,0.01420469],"genre_scores_gemma":[0.844043,0.0000033573915,0.15526843,0.00050818216,0.00012274811,0.000012219736,0.000002026189,0.000006163288,0.000033850487],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9991304,0.0000369501,0.00024687094,0.0002053819,0.00011962085,0.0002607341],"domain_scores_gemma":[0.99908245,0.000066699446,0.00016417677,0.00052252854,0.00014887222,0.000015286681],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008428147,0.00008117596,0.00007113153,0.00017096399,0.0011521511,0.00093091145,0.0010472827,0.00005877304,0.0000021253818],"category_scores_gemma":[0.00021642174,0.00006673737,0.000013303808,0.00085517287,0.000040855022,0.0013864953,0.0001001722,0.0002715072,0.0000039315782],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[9.5244195e-7,0.000005036576,0.0047432543,0.000014029316,0.000004238414,0.000009738785,0.007541326,0.00031876678,0.0006469141,0.6294697,0.00045693832,0.35678914],"study_design_scores_gemma":[0.0005686591,0.000014680131,0.011397387,0.00084137,0.000006478276,0.00002543691,0.0001935725,0.12730713,0.011554665,0.8023537,0.045059584,0.0006773282],"about_ca_topic_score_codex":0.02628271,"about_ca_topic_score_gemma":0.09335565,"teacher_disagreement_score":0.8393444,"about_ca_system_score_codex":0.0001287908,"about_ca_system_score_gemma":0.00016268561,"threshold_uncertainty_score":0.98020136},"labels":[],"label_agreement":null},{"id":"W2730294924","doi":"10.1093/geroni/igx004.514","title":"SUSTAINING COMMUNITY-BASED HEALTH INITIATIVES FOR ADULTS AGING WITH INTELLECTUAL DISABILITIES","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Down syndrome and intellectual disability research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Institutionalisation; Grounded theory; Perspective (graphical); Public relations; Psychology; Nursing; Business; Medicine; Political science; Qualitative research; Sociology","score_opus":0.12541145784112004,"score_gpt":0.4177513624427228,"score_spread":0.29233990460160275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2730294924","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97491884,0.000023993513,0.0080768475,0.008198457,0.00005311422,0.0009064825,0.000012548005,0.00006878109,0.0077409353],"genre_scores_gemma":[0.9966592,0.000005821573,0.001303816,0.0013244438,0.0000595891,0.00013952916,0.00017674705,0.000029532108,0.0003012833],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9983186,0.00018255106,0.00054752687,0.00024224145,0.00027938242,0.00042970845],"domain_scores_gemma":[0.9970494,0.0014879595,0.00017627135,0.00060788455,0.0006188728,0.000059611593],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0020754372,0.0001615796,0.00034756167,0.00051508466,0.00093337137,0.00016041614,0.00024017402,0.00005010885,0.00013115547],"category_scores_gemma":[0.009636618,0.00014038869,0.00004034724,0.0005817883,0.00050335424,0.0004062472,0.00008680695,0.0006281287,0.000010947456],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026086865,0.0010154704,0.6948762,0.006898922,0.00011744193,0.0000040477535,0.23464313,0.0001011611,0.00035643374,0.0085117975,0.0018345717,0.049032122],"study_design_scores_gemma":[0.02201653,0.009739512,0.29456982,0.018513259,0.000042122534,0.00007135625,0.60054964,0.021375196,0.01171972,0.006792227,0.01319616,0.0014144984],"about_ca_topic_score_codex":0.0006073593,"about_ca_topic_score_gemma":0.00022096318,"teacher_disagreement_score":0.4003064,"about_ca_system_score_codex":0.00031300704,"about_ca_system_score_gemma":0.0005058085,"threshold_uncertainty_score":0.9987056},"labels":[],"label_agreement":null},{"id":"W2730296821","doi":"10.1093/geroni/igx004.609","title":"THE RELATIONSHIP BETWEEN COGNITIVE FUNCTIONING AND HEARING ABILITY IN OLDER ADULTS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Audiology; Montreal Cognitive Assessment; Cognition; Hearing loss; Cognitive skill; Psychology; Effects of sleep deprivation on cognitive performance; Hearing test; Cognitive test; Cognitive impairment; Medicine; Psychiatry","score_opus":0.09323549729413091,"score_gpt":0.351853803560606,"score_spread":0.2586183062664751,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2730296821","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99683213,0.000008900431,0.00045392063,0.0017392216,0.00013787384,0.00023124067,8.979811e-7,0.000019990397,0.0005758232],"genre_scores_gemma":[0.99976414,0.000001460284,0.000054753902,0.000060332113,0.000044492095,0.000027576503,0.0000012943158,0.000005834597,0.000040088828],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990557,0.00010222883,0.0003322937,0.00024118747,0.00012241019,0.00014620324],"domain_scores_gemma":[0.9973752,0.0022412362,0.00014221837,0.00016607887,0.00006244039,0.000012817838],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0012898871,0.000059058864,0.000069936905,0.00016345484,0.00082930364,0.00021253491,0.00007831267,0.000042966447,0.0000016181831],"category_scores_gemma":[0.0129572125,0.00004965083,0.000008287653,0.00039081217,0.00015737716,0.0004232168,0.000057495276,0.00026688288,0.0000032409362],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008412635,0.000007942818,0.97179425,0.000018066874,2.9998623e-7,5.459106e-7,0.0016645747,0.000012305306,0.001058209,0.005219363,7.823138e-7,0.020215245],"study_design_scores_gemma":[0.00046203154,0.000008037189,0.99338806,0.00029458554,7.464992e-7,6.868948e-7,0.00051627,0.00051733555,0.00059001305,0.0041550775,0.000008867793,0.000058287205],"about_ca_topic_score_codex":0.00020185554,"about_ca_topic_score_gemma":0.000038709255,"teacher_disagreement_score":0.02159381,"about_ca_system_score_codex":0.000054717628,"about_ca_system_score_gemma":0.000023273209,"threshold_uncertainty_score":0.9953571},"labels":[],"label_agreement":null},{"id":"W2730301458","doi":"10.1093/geroni/igx004.4740","title":"I DO LIKE THE WAY I LOOK: OLDER MEN’S PERCEPTIONS AND EXPERIENCES OF AGING AND BODY IMAGE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Perception; Image (mathematics); Psychology; Gerontology; Medicine; Computer science; Artificial intelligence; Neuroscience","score_opus":0.04585984529659506,"score_gpt":0.404849381639495,"score_spread":0.3589895363429,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2730301458","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98132336,0.0002314608,0.0005081587,0.0024684076,0.0001704658,0.00010217189,8.997465e-7,0.000013734942,0.015181318],"genre_scores_gemma":[0.9984471,0.00000811047,0.00016637918,0.00011625733,0.00004854274,0.0000579702,0.0000016141666,0.0000063619254,0.0011476733],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99921054,0.00007425373,0.0002259085,0.0002101302,0.00009914681,0.00018005287],"domain_scores_gemma":[0.9993507,0.00009153834,0.00012777832,0.00032689478,0.00008822248,0.000014828296],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007804798,0.00007108476,0.0001058062,0.00018632709,0.00040032947,0.00010621071,0.0001755693,0.00004747597,0.00025981868],"category_scores_gemma":[0.00007038985,0.000054309246,0.000008817158,0.00012880782,0.00053196587,0.00018512445,0.00010304307,0.00019351022,0.000007583181],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011482953,0.00004675303,0.5574509,0.000028600205,0.000028761546,0.0000113947,0.39850563,3.1198218e-7,0.0020817718,0.015664976,0.0021676884,0.024001738],"study_design_scores_gemma":[0.00044694563,0.000016830192,0.7866964,0.000053536547,0.000004111595,0.000021892629,0.21162172,0.00013756234,0.00018873766,0.00052126433,0.00020433408,0.00008671744],"about_ca_topic_score_codex":0.0002446776,"about_ca_topic_score_gemma":0.000021358162,"teacher_disagreement_score":0.22924545,"about_ca_system_score_codex":0.000011175121,"about_ca_system_score_gemma":0.000011954071,"threshold_uncertainty_score":0.3079051},"labels":[],"label_agreement":null},{"id":"W2730310636","doi":"10.1093/geroni/igx004.2477","title":"WHO CLINICAL GUIDELINES ON INTEGRATED CARE FOR OLDER PEOPLE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"International Federation on Ageing","funders":"","keywords":"Medicine","score_opus":0.5740044955252792,"score_gpt":0.554115714764604,"score_spread":0.01988878076067524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2730310636","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8711795,0.00032933152,0.023705488,0.09416085,0.0025040423,0.0011240738,0.00018996005,0.00006401008,0.0067427023],"genre_scores_gemma":[0.9717018,0.00003465394,0.0074921846,0.01868819,0.0008128663,0.00018586121,0.00013555317,0.00003492687,0.0009139443],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99420375,0.0000749201,0.004966328,0.00045372633,0.0000559939,0.00024528147],"domain_scores_gemma":[0.9956018,0.000519443,0.0027555935,0.0006162407,0.0004696383,0.00003733948],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01420301,0.00013100388,0.0006491787,0.0005044647,0.00034961777,0.0001863656,0.00032145466,0.00013836972,0.000085508684],"category_scores_gemma":[0.018970983,0.00016258452,0.000067390276,0.0002448609,0.000038299946,0.00041579045,0.000041266452,0.00018544865,0.00025232727],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013555287,0.00003941038,0.72013855,0.00020564259,0.000018917244,3.1068177e-7,0.002524839,0.00018110988,9.928231e-7,0.22813343,0.042402267,0.0063409624],"study_design_scores_gemma":[0.0024833768,0.00006850874,0.71031547,0.0005832553,0.000003040864,7.990742e-7,0.0038975172,0.017864456,0.000019000081,0.017469259,0.24687162,0.0004236852],"about_ca_topic_score_codex":0.0008412711,"about_ca_topic_score_gemma":0.0005627949,"teacher_disagreement_score":0.21066417,"about_ca_system_score_codex":0.00033171056,"about_ca_system_score_gemma":0.00013759825,"threshold_uncertainty_score":0.9892926},"labels":[],"label_agreement":null},{"id":"W2730317728","doi":"10.1093/geroni/igx004.800","title":"BABY-BOOMERS’ VOLUNTEERING IN NON-PROFIT ORGANIZATIONS OFFERING HOME SUPPORT","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre intégré universitaire de santé et de services sociaux de la Capitale-Nationale; Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Centre de Santé et de Services Sociaux de la Vieille-Capitale; Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke","funders":"","keywords":"Baby boomers; Public relations; Psychology; Population; Qualitative research; Social psychology; Marketing; Business; Sociology; Political science; Social science","score_opus":0.036824864817461826,"score_gpt":0.37856635076304934,"score_spread":0.3417414859455875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2730317728","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9855935,0.000013116436,0.002036975,0.0022387847,0.0020572296,0.0003615499,0.0000044092344,0.000077540666,0.007616871],"genre_scores_gemma":[0.9972908,0.000010239772,0.00050505955,0.00020655128,0.00024547824,0.000054921456,0.00004722375,0.000034928686,0.00160478],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983295,0.0000456471,0.0007558283,0.0002586094,0.00017282144,0.00043755994],"domain_scores_gemma":[0.9987778,0.00007956044,0.0003595104,0.00043859347,0.0003137005,0.000030821786],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008232628,0.00013136458,0.00023236829,0.0008653002,0.00073237123,0.00005559132,0.0002658616,0.00013178751,0.0003254541],"category_scores_gemma":[0.0004967137,0.00014863932,0.000016071555,0.001497222,0.000034362896,0.00043240094,0.00015813386,0.00050873123,0.00013097732],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000739146,0.000012333971,0.9783598,0.000118040414,0.0000047147532,0.0000129803475,0.01261501,0.000047044818,0.0031783523,0.0015763397,0.0012426676,0.002825293],"study_design_scores_gemma":[0.0009228469,0.000011335975,0.99060106,0.00043098425,0.0000040690115,0.0000015175511,0.004923124,0.00040996744,0.0002934716,0.00048191386,0.0017287219,0.00019101176],"about_ca_topic_score_codex":0.0011879972,"about_ca_topic_score_gemma":0.0005945555,"teacher_disagreement_score":0.012241204,"about_ca_system_score_codex":0.0003236979,"about_ca_system_score_gemma":0.00021071889,"threshold_uncertainty_score":0.6061335},"labels":[],"label_agreement":null},{"id":"W2730360224","doi":"10.1093/geroni/igx004.3178","title":"ASSESSMENT OF THE EFFECTIVENESS OF A COMPREHENSIVE DRIVING TRAINING PROGRAM FOR OLDER ADULT DRIVERS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; Western University; Lakehead University; University of Ottawa","funders":"","keywords":"Retraining; Randomized controlled trial; Medicine; Physical therapy; Training (meteorology); Surgery","score_opus":0.07401450516558715,"score_gpt":0.4644483736109289,"score_spread":0.3904338684453417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2730360224","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9915305,0.0000035156609,0.0033299136,0.00046099123,0.0007064626,0.0022153023,0.000008001686,0.000032154265,0.0017131948],"genre_scores_gemma":[0.9957748,0.0000020334594,0.0034645903,0.00007026672,0.000047436144,0.00058357086,0.000004222922,0.00001694537,0.0000361498],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99835205,0.00032731474,0.0006524162,0.00019726914,0.00020650926,0.00026442576],"domain_scores_gemma":[0.99587816,0.0014829889,0.0010113475,0.00039266451,0.0012244425,0.000010392206],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012732617,0.000113477276,0.0003234418,0.0001811759,0.0007574421,0.000011241599,0.0002834559,0.00006934655,0.0000036288366],"category_scores_gemma":[0.0012621428,0.00008975765,0.000049983166,0.00035653563,0.00016299698,0.00015670848,0.00020764505,0.00029985522,2.879795e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005185653,0.000049392977,0.9708644,0.0012328508,0.00004307492,2.0203528e-7,0.0060443184,0.00006467272,0.004723162,0.01147038,0.000032516436,0.0054698493],"study_design_scores_gemma":[0.0016111481,0.000029406254,0.9839214,0.0049314313,0.000012522209,1.556711e-7,0.006811203,0.0009525193,0.0007445922,0.0008146576,0.00008890609,0.00008203582],"about_ca_topic_score_codex":0.00014221077,"about_ca_topic_score_gemma":0.00023964615,"teacher_disagreement_score":0.013057028,"about_ca_system_score_codex":0.00013013447,"about_ca_system_score_gemma":0.00018451523,"threshold_uncertainty_score":0.5825709},"labels":[],"label_agreement":null},{"id":"W2730385061","doi":"10.1093/geroni/igx004.4968","title":"CAN A TRAINING MODULE USING VIRTUAL REALITY HELP ADDRESS RESPONSIVE BEHAVIOURS?","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Human Resource Development and Performance Evaluation","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alzheimer Society of Canada; Brock University; Royal Ottawa Mental Health Centre; Université du Québec en Outaouais; Bruyère; University of Ottawa","funders":"","keywords":"Virtual reality; Training (meteorology); Computer science; Human–computer interaction; Geography","score_opus":0.2166845297999894,"score_gpt":0.4305354095310363,"score_spread":0.2138508797310469,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2730385061","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9910817,0.000006948017,0.0006862643,0.0009164737,0.0006752774,0.00020806579,0.000011387093,0.00004208452,0.0063718045],"genre_scores_gemma":[0.99815,4.7784215e-7,0.00024107413,0.00022548456,0.00022390689,0.000033238437,0.00007758948,0.000018475119,0.00102978],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99855876,0.0001296305,0.0004865447,0.00027811044,0.0002510674,0.00029588607],"domain_scores_gemma":[0.99889296,0.00004578779,0.00043102336,0.00040862669,0.00019677845,0.000024799601],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019255884,0.00012552952,0.00015754205,0.0005312926,0.0005292244,0.00013848378,0.00023479697,0.000100614685,0.00039671222],"category_scores_gemma":[0.00024939462,0.00014332097,0.000019482453,0.00034726158,0.00008175509,0.00026231175,0.00005703322,0.00025979106,0.000019999597],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025787996,0.00010698928,0.6496638,0.000017609545,0.000058655114,0.000070645656,0.16418645,0.0014203201,0.0054070647,0.036144804,0.001087766,0.14157797],"study_design_scores_gemma":[0.0010739295,0.000027553611,0.98817766,0.00013748159,0.000008752068,0.000009763456,0.005095057,0.0033167296,0.00048096778,0.00075688155,0.0006719737,0.0002432705],"about_ca_topic_score_codex":0.0006356525,"about_ca_topic_score_gemma":0.00030574642,"teacher_disagreement_score":0.3385138,"about_ca_system_score_codex":0.00015349982,"about_ca_system_score_gemma":0.00011359934,"threshold_uncertainty_score":0.58444595},"labels":[],"label_agreement":null},{"id":"W2730402889","doi":"10.1093/geroni/igx004.4759","title":"TACTILE INEQUALITY: NEIGHBOURHOOD SES AND THE FREQUENCY OF CARING TOUCH IN LATER LIFE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Disadvantaged; Socioeconomic status; Neighbourhood (mathematics); Disadvantage; Inequality; Poverty; Census; Life course approach; Psychology; Social inequality; Gerontology; Social psychology; Demography; Geography; Sociology; Population; Medicine; Economic growth; Political science","score_opus":0.03364254896068275,"score_gpt":0.2941882843685703,"score_spread":0.26054573540788756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2730402889","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9898995,0.000017431817,0.00006323901,0.0033555364,0.00004243646,0.00010093375,8.482113e-7,0.000004671834,0.006515377],"genre_scores_gemma":[0.99927646,0.000009352229,0.00015454872,0.00048367804,0.000021160708,0.000007208974,8.315471e-7,0.0000038980393,0.000042838034],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99935853,0.000030426421,0.00027213068,0.000112250535,0.00010991788,0.00011673556],"domain_scores_gemma":[0.9995517,0.000040568837,0.0001865049,0.00020071267,0.000008294636,0.000012229339],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057132554,0.000049003072,0.00010421164,0.000066788365,0.00010205942,0.000036362137,0.00012281947,0.00002719357,0.00011237244],"category_scores_gemma":[0.0001493148,0.000037396683,0.0000064762417,0.00021118806,0.00011593991,0.00029430666,0.000107789005,0.000119046745,0.000005078838],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000045489405,0.000007947211,0.99159855,0.000009825281,0.0000012390957,9.097188e-7,0.0020803765,0.000021734711,0.000728399,0.0036861477,0.000026215841,0.0018340877],"study_design_scores_gemma":[0.0005219007,0.000004634216,0.9943249,0.00003647334,0.0000010636965,4.642756e-7,0.00023150195,0.00035440968,0.0003302494,0.004097049,0.00005194073,0.000045406472],"about_ca_topic_score_codex":0.020561628,"about_ca_topic_score_gemma":0.007799821,"teacher_disagreement_score":0.012761806,"about_ca_system_score_codex":0.000046415145,"about_ca_system_score_gemma":0.000013146326,"threshold_uncertainty_score":0.98596054},"labels":[],"label_agreement":null},{"id":"W2730417634","doi":"10.1093/geroni/igx004.2693","title":"INNOVATIONS IN INTERVENTIONS FOR REMINISCENCE AND LIFE REVIEW","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Identity, Memory, and Therapy","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Langara College","funders":"","keywords":"Reminiscence; Psychological intervention; Life review; Dementia; Psychology; Gerontology; Diversity (politics); Mental health; Psychotherapist; Medicine; Political science; Alternative medicine; Psychiatry; Cognitive psychology","score_opus":0.14846372528229262,"score_gpt":0.4655018951603675,"score_spread":0.31703816987807487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2730417634","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9288235,0.0070525836,0.010354965,0.028377244,0.00257823,0.0014672043,0.00001615742,0.000062687715,0.021267444],"genre_scores_gemma":[0.99589723,0.00047101983,0.0005306406,0.0018050324,0.00009553312,0.000200145,0.000019701884,0.000011010994,0.0009696601],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9990052,0.000032885906,0.00056917104,0.00019021814,0.000060853563,0.00014165336],"domain_scores_gemma":[0.99914247,0.000052315187,0.00030517322,0.00032534442,0.00016320059,0.000011520231],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011743747,0.000070393304,0.00015307375,0.00043732152,0.00016482688,0.00006881388,0.00017211128,0.000043887216,0.000106608146],"category_scores_gemma":[0.0008528273,0.0000790891,0.00002367936,0.0005505028,0.000055773246,0.0002297684,0.00003300111,0.00013374528,0.000011989608],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014451693,0.00018316909,0.41271985,0.0011623761,0.00002608091,0.0000063089956,0.0019134606,8.7236214e-7,0.00031052867,0.5146442,0.007684636,0.061334074],"study_design_scores_gemma":[0.0016842642,0.00003654948,0.9569035,0.0050647296,0.000010201206,0.000005762886,0.00064560963,0.000035978384,0.000058281817,0.017798543,0.01754045,0.00021611048],"about_ca_topic_score_codex":0.00014377716,"about_ca_topic_score_gemma":0.00022781061,"teacher_disagreement_score":0.5441837,"about_ca_system_score_codex":0.000024727593,"about_ca_system_score_gemma":0.000025973306,"threshold_uncertainty_score":0.322516},"labels":[],"label_agreement":null},{"id":"W2730435392","doi":"10.1093/geroni/igx004.324","title":"PRESIDENTIAL SYMPOSIUM: DEVELOPING ACUTE CARE SERVICES FOR OLDER PEOPLE: GLOBAL PERSPECTIVES FOR THE NEXT DECADE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Geriatrics; Acute care; Health care; Medicine; Analytics; Nursing; Medical education; Public relations; Political science; Data science","score_opus":0.02698415684526966,"score_gpt":0.3605863558589796,"score_spread":0.3336021990137099,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2730435392","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8967948,0.001264231,0.06505562,0.03179649,0.0013974821,0.0016450869,0.00003060616,0.00009607222,0.0019196307],"genre_scores_gemma":[0.99674076,0.00022866129,0.0016216981,0.00018979823,0.00073835277,0.00021894898,0.000011600606,0.000008090508,0.00024208265],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99906373,0.000027402162,0.00023934424,0.0002246729,0.00019557147,0.0002492641],"domain_scores_gemma":[0.99878764,0.00013498947,0.000256354,0.00016119068,0.0006471209,0.000012707931],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00047815603,0.000097660784,0.000115883595,0.00007389341,0.0031782605,0.000617969,0.00038006625,0.000053716194,0.0000053225235],"category_scores_gemma":[0.00016757392,0.00008369561,0.00003756007,0.0003207938,0.0000922211,0.0006781098,0.000064267966,0.00005307771,9.614458e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011643717,0.0000066934226,0.06644511,0.00008210326,0.0000558288,2.8836723e-7,0.79190326,0.000030216814,0.000038940496,0.13817854,0.0007924573,0.002454944],"study_design_scores_gemma":[0.0009678654,0.000011883607,0.7785863,0.00016967511,0.000068085676,5.8854874e-7,0.18993825,0.0005630158,0.00024772197,0.012032084,0.017132545,0.00028198466],"about_ca_topic_score_codex":0.012500009,"about_ca_topic_score_gemma":0.10793629,"teacher_disagreement_score":0.7121412,"about_ca_system_score_codex":0.00019002463,"about_ca_system_score_gemma":0.000194156,"threshold_uncertainty_score":0.9981195},"labels":[],"label_agreement":null},{"id":"W2730437038","doi":"10.1093/geroni/igx004.1487","title":"CHALLENGES AND BENEFITS OF TECHNOLOGY-ENABLED REHABILITATION TO PROMOTE PHYSICAL FUNCTIONING","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Educational Technology and Pedagogy","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Flexibility (engineering); Rehabilitation; Psychology; Health literacy; Intervention (counseling); Applied psychology; Medicine; Health care; Physical therapy; Nursing","score_opus":0.051137769476282686,"score_gpt":0.3336323888659334,"score_spread":0.2824946193896507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2730437038","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9535801,0.00012073805,0.0049368567,0.040076878,0.00013369492,0.00010602838,2.1644212e-7,0.0000674412,0.0009780537],"genre_scores_gemma":[0.97320086,0.000010379157,0.026652778,0.00004561263,0.000028985045,0.0000323618,5.902132e-7,0.0000027802591,0.000025637299],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99941844,0.000010448137,0.00018026089,0.00021740285,0.00007826943,0.00009516606],"domain_scores_gemma":[0.99918026,0.00006329704,0.00015055996,0.00037719464,0.00022028545,0.000008405249],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004169841,0.000053354943,0.00009099526,0.00061509706,0.00013845743,0.000031181913,0.00029201497,0.00005873265,6.1194544e-7],"category_scores_gemma":[0.0007971757,0.00005693965,0.000006277439,0.00048898446,0.0000661263,0.00043458244,0.00014910853,0.000114896044,0.0000027609788],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000013606284,0.00002554065,0.013648504,0.000014550736,0.0000022179925,1.3246873e-7,0.0023290694,0.000047104444,0.0018286105,0.6796375,0.0000059053486,0.30245954],"study_design_scores_gemma":[0.00020019844,0.000097572025,0.7628061,0.00015577416,0.0000012319485,0.000004340202,0.0004723666,0.0011382769,0.006873027,0.22755857,0.00059838593,0.0000941076],"about_ca_topic_score_codex":0.000007134806,"about_ca_topic_score_gemma":0.000012041896,"teacher_disagreement_score":0.74915767,"about_ca_system_score_codex":0.00001894711,"about_ca_system_score_gemma":0.000028678955,"threshold_uncertainty_score":0.23219316},"labels":[],"label_agreement":null},{"id":"W2730444730","doi":"10.1093/geroni/igx004.1339","title":"RESULTS FROM A SCOPING REVIEW ON END-OF-LIFE NEEDS OF LGBT OLDER ADULTS","year":2017,"lang":"en","type":"review","venue":"Innovation in Aging","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph; Lakehead University; University of Ottawa","funders":"","keywords":"Transgender; Lesbian; Health care; Psychology; Preparedness; Human sexuality; Gerontology; Social support; Population; Competence (human resources); Medicine; Nursing; Social psychology; Gender studies; Sociology; Political science","score_opus":0.21572943863458904,"score_gpt":0.5027033031264013,"score_spread":0.2869738644918123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2730444730","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002596809,0.9753513,0.000016481054,0.0005089962,0.0016658002,0.0015686862,0.0002284699,0.000028545383,0.020372089],"genre_scores_gemma":[0.0003299896,0.99701935,0.000057629473,0.0006561804,0.00062655617,0.000119054996,0.00052767014,0.00005046608,0.0006130919],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9950418,0.00041064437,0.0034826472,0.0004193169,0.00031236425,0.00033324855],"domain_scores_gemma":[0.9935315,0.0006135468,0.004246799,0.0012577272,0.00030207093,0.000048343238],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0017284051,0.0003477714,0.0020490563,0.0016668253,0.00008200075,0.000027056707,0.0005819405,0.0003659136,0.00025983606],"category_scores_gemma":[0.0017339299,0.00033101317,0.00019332668,0.0017824707,0.00009118515,0.00011888451,0.00008410023,0.0006371058,0.00014853614],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018105593,0.00006557177,0.00019659539,0.23323393,0.000051143037,0.000003976384,0.00086707564,9.438557e-8,4.4503327e-8,0.0022389288,0.003513782,0.75981075],"study_design_scores_gemma":[0.001012248,0.00003000532,0.0006519948,0.7929951,0.00015254588,0.0000035285723,0.0000348561,3.6161825e-7,2.6619497e-7,0.00009497871,0.20473579,0.00028834576],"about_ca_topic_score_codex":0.0069802213,"about_ca_topic_score_gemma":0.00015585918,"teacher_disagreement_score":0.75952244,"about_ca_system_score_codex":0.00010493936,"about_ca_system_score_gemma":0.00079863355,"threshold_uncertainty_score":0.99991417},"labels":[],"label_agreement":null},{"id":"W2730456968","doi":"10.1093/geroni/igx004.375","title":"ENHANCING LIFE AND CARE OF OLDER ADULTS THROUGH PARTNERSHIPS IN RESEARCH, EDUCATION AND PRACTICE.","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health and Well-being Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Research Institute for Aging","funders":"","keywords":"Preparedness; Excellence; Front line; Workforce; Long-term care; Political science; Gerontology; Nursing; Economic growth; Medical education; Public relations; Medicine","score_opus":0.17494596068458215,"score_gpt":0.5030957630704723,"score_spread":0.3281498023858902,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2730456968","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9712305,0.0016099291,0.000044824308,0.008197115,0.00027395604,0.00022498259,6.239929e-7,0.00000680535,0.018411236],"genre_scores_gemma":[0.9986988,0.000093261944,0.00045407758,0.00052694354,0.00009491455,0.00005125923,0.0000034435013,0.0000065139266,0.00007080352],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989573,0.00018994437,0.0003503906,0.0001943847,0.00011515036,0.00019282708],"domain_scores_gemma":[0.99882007,0.00041278783,0.00021010877,0.00019347978,0.00034661824,0.000016935432],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016957832,0.000055065822,0.00011139231,0.00026505828,0.00019031348,0.00003385764,0.000059967293,0.00005804841,0.000006442165],"category_scores_gemma":[0.0038028476,0.00005774903,0.0000035040628,0.00031203355,0.00010247372,0.00028518302,0.000050326613,0.00023994454,0.000002615044],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011575643,0.000111659785,0.5525478,0.0005317311,0.000010504172,0.000005629188,0.31930253,4.9919095e-7,0.00014474367,0.045439843,0.0010348412,0.080754474],"study_design_scores_gemma":[0.00091269054,0.000035551904,0.8504352,0.0008532262,0.000002083397,0.000004380998,0.14175972,0.000004390796,0.00022580393,0.0013678411,0.0043121753,0.000086904896],"about_ca_topic_score_codex":0.0020563055,"about_ca_topic_score_gemma":0.00055011234,"teacher_disagreement_score":0.2978874,"about_ca_system_score_codex":0.000036841724,"about_ca_system_score_gemma":0.00011888281,"threshold_uncertainty_score":0.45526385},"labels":[],"label_agreement":null},{"id":"W2730471759","doi":"10.1093/geroni/igx004.2524","title":"THE HEALTHY STAY VOLUNTEERS AS PARTNERS IN SENIOR-FRIENDLY CARE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Nursing Education, Practice, and Leadership","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Delirium; Volunteer; Medicine; Nursing; Acute care; Psychology; Health care; Psychiatry","score_opus":0.04125434616668049,"score_gpt":0.4041212719881819,"score_spread":0.3628669258215014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2730471759","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9078437,0.00024889052,0.000056906883,0.07722327,0.004471312,0.00026958366,0.0000011166169,0.000054219618,0.009831005],"genre_scores_gemma":[0.99743193,0.000006976164,0.00020106301,0.0015649854,0.00028960698,0.0000277179,0.000016600456,0.000023017657,0.00043807967],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985008,0.00015419,0.00044930328,0.00025544912,0.0002604984,0.00037975717],"domain_scores_gemma":[0.9986623,0.00022424622,0.00033881076,0.00052359735,0.0002207455,0.000030334613],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009846444,0.00012124759,0.00011576034,0.0003366031,0.0008220932,0.0004121585,0.0003249769,0.00007515813,0.000011004636],"category_scores_gemma":[0.0012660989,0.00011344487,0.000018621364,0.0005921571,0.00014630276,0.0006323276,0.000011200499,0.00044903206,0.00003492364],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00063141756,0.0001386514,0.7073152,0.0001607083,0.000015073915,0.000009700279,0.14714362,0.0002083617,0.0009935319,0.020394586,0.013305712,0.10968347],"study_design_scores_gemma":[0.0018887051,0.00014169376,0.4805262,0.00041772932,0.000013494804,0.000013729326,0.25127298,0.0003600799,0.0013104227,0.004302842,0.25929713,0.00045498367],"about_ca_topic_score_codex":0.002101255,"about_ca_topic_score_gemma":0.0025143598,"teacher_disagreement_score":0.24599141,"about_ca_system_score_codex":0.00042844273,"about_ca_system_score_gemma":0.00018058029,"threshold_uncertainty_score":0.63229597},"labels":[],"label_agreement":null},{"id":"W2730563769","doi":"10.1093/geroni/igx004.2095","title":"ASSOCIATION OF LIFELONG EXPOSURE TO COGNITIVE RESERVE-ENHANCING FACTORS WITH DEMENTIA RISK","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Dementia; Cognitive reserve; Cohort; Cohort study; Socioeconomic status; Gerontology; Medicine; Relative risk; Demography; Proportional hazards model; Risk factor; Cognition; Cognitive decline; Psychology; Confidence interval; Population; Internal medicine; Psychiatry; Environmental health; Disease","score_opus":0.025515908251785204,"score_gpt":0.3379640215025334,"score_spread":0.3124481132507482,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2730563769","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99185014,0.000018130322,0.0029585748,0.001259565,0.000056177527,0.0004387717,0.000008338197,0.000018030585,0.0033922833],"genre_scores_gemma":[0.99876064,0.0000071983563,0.00031802175,0.00013532568,0.00005332427,0.000033329983,0.000030549727,0.000013156416,0.0006484716],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986032,0.000060729304,0.00038803794,0.00019925984,0.0005146023,0.00023412197],"domain_scores_gemma":[0.99815553,0.0001278937,0.00047391318,0.00017973794,0.0010225942,0.000040330222],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012349448,0.00009599987,0.0001839344,0.00046781852,0.00020116898,0.00006916156,0.000089424735,0.0000467824,0.00011047218],"category_scores_gemma":[0.0025286444,0.00008332668,0.000021643747,0.0005607627,0.000029641342,0.00027420232,0.00006832,0.00022090445,0.00000836421],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012110969,0.000072566094,0.9877633,0.00005204347,0.0001599501,0.000007818668,0.001057551,0.0000036306237,0.005385405,0.00002719149,0.000095218915,0.005254223],"study_design_scores_gemma":[0.0013939949,0.00029593013,0.92890173,0.0006088683,0.000069393565,6.146076e-7,0.0014131943,0.00002278251,0.06709415,0.000032805747,0.00008584713,0.000080706974],"about_ca_topic_score_codex":0.0013213772,"about_ca_topic_score_gemma":0.0016396509,"teacher_disagreement_score":0.061708745,"about_ca_system_score_codex":0.00013740227,"about_ca_system_score_gemma":0.00014210473,"threshold_uncertainty_score":0.33979636},"labels":[],"label_agreement":null},{"id":"W2730608767","doi":"10.1093/geroni/igx004.4648","title":"FOREIGN-BORN AND MIGRANT DIRECT CARE WORKERS: A SOLUTION TO THE GLOBAL DEMAND FOR ELDERCARE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Workforce; Human capital; Presentation (obstetrics); Business; Economic growth; Foreign born; Capital (architecture); Political science; Economics; Immigration; Medicine; Geography","score_opus":0.030104797030370566,"score_gpt":0.3360809323554897,"score_spread":0.30597613532511914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2730608767","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9644592,0.00079512264,0.011327363,0.011346089,0.0003875926,0.0007890799,0.000018241304,0.000049747665,0.010827585],"genre_scores_gemma":[0.9985878,0.000021274198,0.00060062687,0.00021787791,0.0003186772,0.000085195905,0.0000062038685,0.0000040306045,0.00015834245],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992807,0.00003713338,0.0001742347,0.00016568047,0.0001482776,0.00019399011],"domain_scores_gemma":[0.99941427,0.000054927128,0.00012010035,0.00013921817,0.00025238047,0.000019093293],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00064708036,0.00007020264,0.000090862806,0.00006569273,0.0019226111,0.0002414875,0.00014950542,0.00003854623,0.0000022036418],"category_scores_gemma":[0.0005212723,0.00005686597,0.000018595585,0.00030992346,0.00008953046,0.00020194506,0.000042643747,0.00004280502,9.909112e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011601859,0.000005687133,0.6435286,0.000023642175,0.000012039235,6.565557e-7,0.3126262,0.000022382887,0.0000060639677,0.019182509,0.0044319234,0.020148711],"study_design_scores_gemma":[0.00048388165,0.000024129658,0.8435885,0.00018672278,0.000017235243,4.0604468e-7,0.033149056,0.00028635951,0.00003270561,0.011160322,0.11087668,0.00019400875],"about_ca_topic_score_codex":0.015811326,"about_ca_topic_score_gemma":0.15631668,"teacher_disagreement_score":0.27947718,"about_ca_system_score_codex":0.000110569235,"about_ca_system_score_gemma":0.00006295237,"threshold_uncertainty_score":0.9993768},"labels":[],"label_agreement":null},{"id":"W2730626706","doi":"10.1093/geroni/igx004.2633","title":"DEVELOPMENT OF A PERSON-CENTERED INDEX OF AGING WELL IN CANADA AND MEXICO","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Psychosocial; Mood; Gerontology; Index (typography); Psychology; Cognition; International Classification of Functioning, Disability and Health; Successful aging; Focus group; Medicine; Clinical psychology; Rehabilitation; Psychiatry; Sociology","score_opus":0.022106427821963207,"score_gpt":0.21987724745111553,"score_spread":0.19777081962915233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2730626706","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99738073,0.00006655938,0.0018215396,0.000052145704,0.000107756096,0.000037584414,9.297603e-7,0.000030949286,0.0005017737],"genre_scores_gemma":[0.99724007,0.000006539067,0.0027300948,0.0000033096323,0.0000036972872,0.000003935184,0.0000013784875,0.0000076601345,0.000003334944],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99949396,0.0000018292374,0.0002609311,0.00006603858,0.00007413144,0.00010313871],"domain_scores_gemma":[0.99977165,0.000011863024,0.00006589698,0.00012196057,0.000022928096,0.0000056815056],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012777834,0.00006279067,0.00011351787,0.0003042178,0.000018295159,0.000008696574,0.00010150462,0.000025964673,0.0000021529506],"category_scores_gemma":[0.00003983947,0.00007144725,0.0000036869192,0.00020821998,0.000015414738,0.00007177579,0.000030300793,0.00010180353,9.2167724e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000017087759,0.000005921423,0.926262,0.0002459262,0.000014568811,0.000005150201,0.0014823839,0.010231589,0.0070748045,0.0003522104,0.000023886882,0.054299846],"study_design_scores_gemma":[0.0004455766,0.0000023720804,0.85367095,0.00050469534,0.0000010300254,0.0000013034846,0.0013173851,0.034791104,0.10868828,0.0000632534,0.00036521722,0.00014881912],"about_ca_topic_score_codex":0.041954998,"about_ca_topic_score_gemma":0.17091027,"teacher_disagreement_score":0.12895527,"about_ca_system_score_codex":0.00013502201,"about_ca_system_score_gemma":0.00006335829,"threshold_uncertainty_score":0.9644247},"labels":[],"label_agreement":null},{"id":"W2730629899","doi":"10.1093/geroni/igx004.1203","title":"THE IMPACT OF COMBINED PHYSICAL AND COGNITIVE TRAINING ON MOBILITY OUTCOMES—DOES FORMAT MATTER?","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Physical Activity and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Cognitive training; Task (project management); Cognition; Effects of sleep deprivation on cognitive performance; Psychology; Training (meteorology); Dual (grammatical number); Elementary cognitive task; Cognitive psychology; Aerobic exercise; Physical medicine and rehabilitation; Medicine; Physical therapy; Neuroscience","score_opus":0.07168314900060072,"score_gpt":0.41297303900362897,"score_spread":0.34128989000302823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2730629899","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9947672,9.545056e-7,0.000056010056,0.0031489742,0.000031674095,0.00019060013,0.0000064575315,0.0000080778655,0.0017900792],"genre_scores_gemma":[0.9996934,0.0000011963826,0.000008672473,0.00022647517,0.00003380383,0.000009785566,0.000004269028,0.000004362636,0.000018067114],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999473,0.000020580488,0.00019002482,0.000091044065,0.00010264118,0.00012271333],"domain_scores_gemma":[0.9992533,0.00031819873,0.00018074599,0.00015018479,0.000077309625,0.000020292442],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002931357,0.000065720764,0.00022092575,0.00005720191,0.00019213317,0.000026458876,0.000043487413,0.000025692796,0.0000031438638],"category_scores_gemma":[0.00029820218,0.000035339286,0.00003008028,0.000099654266,0.00012484436,0.00016743412,0.000026892827,0.0002424721,0.000002274706],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036172732,0.0006101696,0.94917315,0.00009327566,0.000051580388,0.0000016636739,0.005691668,0.000002523464,0.003029448,0.006722576,0.000026591908,0.034235623],"study_design_scores_gemma":[0.0010636662,0.00017477969,0.98909205,0.00015582461,0.000005754659,7.348339e-7,0.00039342683,0.0011172848,0.0012069816,0.0067497483,0.0000022237489,0.000037520764],"about_ca_topic_score_codex":0.00018025178,"about_ca_topic_score_gemma":0.000008520922,"teacher_disagreement_score":0.0399189,"about_ca_system_score_codex":0.000039058097,"about_ca_system_score_gemma":0.000041108546,"threshold_uncertainty_score":0.14777525},"labels":[],"label_agreement":null},{"id":"W2730646385","doi":"10.1093/geroni/igx004.1607","title":"ADULT DAY CENTRES AND THEIR OUTCOMES ON CLIENTS, CAREGIVERS, AND THE HEALTH SYSTEM: A SCOPING REVIEW","year":2017,"lang":"en","type":"review","venue":"Innovation in Aging","topic":"Health and Well-being Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; McMaster University; University of Toronto","funders":"","keywords":"Psychological intervention; Gerontology; Health care; Medicine; Population; Psychology; Nursing; Environmental health","score_opus":0.09446184019713973,"score_gpt":0.4452243854134489,"score_spread":0.3507625452163092,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2730646385","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000009947996,0.98808336,0.000018240382,0.0055927895,0.0009326032,0.0023894757,0.000024693649,0.000037239974,0.0029116657],"genre_scores_gemma":[0.00024369538,0.99594796,0.000008358317,0.0032147532,0.000111743226,0.0002509505,0.000038716742,0.000024727698,0.00015909765],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9969873,0.0008285357,0.0012379384,0.0004456579,0.00013301987,0.0003675592],"domain_scores_gemma":[0.99720395,0.0008077799,0.0013375717,0.000509283,0.0001061493,0.00003528303],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002755807,0.00032368713,0.0018446497,0.0003129272,0.00047865487,0.00006810058,0.00020637109,0.000107394415,0.0000047323124],"category_scores_gemma":[0.0005955181,0.000184153,0.000071585026,0.00037503894,0.00014129948,0.000050090544,0.000099796656,0.00044257232,0.0000143374045],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000039618335,0.0000074125123,0.00054247485,0.13929759,0.000064888285,0.0000033300144,0.002515199,1.5706464e-8,2.2298603e-10,0.023319816,0.0022065388,0.83203876],"study_design_scores_gemma":[0.0006351717,0.000016928916,0.0002657932,0.5868913,0.000040811407,0.00001218484,0.0005762058,6.0326994e-7,3.4622727e-9,0.000023652492,0.41138196,0.00015539104],"about_ca_topic_score_codex":0.0006678648,"about_ca_topic_score_gemma":0.00008011713,"teacher_disagreement_score":0.8318834,"about_ca_system_score_codex":0.0001413102,"about_ca_system_score_gemma":0.00017791685,"threshold_uncertainty_score":0.75095415},"labels":[],"label_agreement":null},{"id":"W2730768487","doi":"10.1093/geroni/igx004.2640","title":"THE CANADIAN LONGITUDINAL STUDY ON AGING (CLSA): A PLATFORM FOR RESEARCH ON AGING","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University; Dalhousie University","funders":"National Institute on Aging; National Institutes of Health","keywords":"Scope (computer science); Multidisciplinary approach; Healthy aging; Successful aging; Gerontology; Life course approach; Population; Longitudinal data; Longitudinal study; Population ageing; Psychology; Medicine; Developmental psychology; Computer science; Political science; Sociology; Demography; Environmental health","score_opus":0.32468962213438374,"score_gpt":0.49144642356001167,"score_spread":0.16675680142562793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2730768487","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95686376,0.000035831275,0.0001168605,0.016616285,0.0007316499,0.00094173814,0.000003878292,0.00004082489,0.024649166],"genre_scores_gemma":[0.99718523,0.000017114962,0.000046569385,0.00019460743,0.00072168274,0.00015580536,0.0000035836551,0.000014769368,0.001660617],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978142,0.0001215109,0.0003576192,0.00032588595,0.0006986162,0.0006821885],"domain_scores_gemma":[0.99813634,0.0006384392,0.00020308327,0.00038978047,0.0005708453,0.00006152664],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.007776741,0.00012188545,0.00013495015,0.0007332302,0.013744555,0.0011219549,0.00053192733,0.0000529752,0.000009084818],"category_scores_gemma":[0.001845302,0.00010268155,0.000027136715,0.00081367226,0.00027062255,0.00036835368,0.000060373495,0.0003940016,0.000014417305],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017749271,0.000059683713,0.43659493,0.000009819017,0.000031055926,0.000012083514,0.25675866,0.000033752232,0.0000053267745,0.29077557,0.0054691276,0.010232227],"study_design_scores_gemma":[0.0006430143,0.000089251946,0.9116142,0.0001502987,0.0000052636383,2.6995602e-7,0.028104223,0.00015555052,0.00004521176,0.018567387,0.040419843,0.00020549308],"about_ca_topic_score_codex":0.5271207,"about_ca_topic_score_gemma":0.9675328,"teacher_disagreement_score":0.47501928,"about_ca_system_score_codex":0.000650146,"about_ca_system_score_gemma":0.0004923537,"threshold_uncertainty_score":0.999915},"labels":[],"label_agreement":null},{"id":"W2730793781","doi":"10.1093/geroni/igx004.2207","title":"EVALUATION OF KNOWLEDGE MOBILIZATION IN GERONTOLOGY: DIGITAL TOOLS, PAPER TOOLS, OR BOTH?","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Digital literacy; Medical education; Mental health; Literacy; Psychology; Dementia; Knowledge management; Public relations; Medicine; Political science; Computer science; Pedagogy","score_opus":0.14663478466481408,"score_gpt":0.40470241206297125,"score_spread":0.25806762739815714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2730793781","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97131425,0.000062220206,0.00039019377,0.0018488088,0.00031091034,0.0004640752,0.0000045641245,0.00006855535,0.02553642],"genre_scores_gemma":[0.9993737,0.000014529186,0.00023639192,0.00004129519,0.00005188583,0.00006416841,0.000017145134,0.000008523377,0.00019237708],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99848974,0.00014868815,0.00052113796,0.00022950841,0.00039602577,0.00021487763],"domain_scores_gemma":[0.99854994,0.00013093543,0.00036305876,0.00032063018,0.0006233377,0.0000121142],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0033264572,0.00008500947,0.00015625157,0.00045517657,0.0002205939,0.00016492601,0.0003476242,0.00017895357,0.00006662154],"category_scores_gemma":[0.009077995,0.000087527646,0.0000140554885,0.00088198914,0.0002449791,0.002333792,0.00007366923,0.00014526339,0.000009511213],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015544234,0.00013889327,0.3708268,0.000017842649,0.0000078098,0.0000022389106,0.014351853,0.00008023568,0.00078341464,0.043178458,0.00017163063,0.5704253],"study_design_scores_gemma":[0.0019616159,0.000031175787,0.9610131,0.00026378446,0.000014165843,0.0000012017987,0.007975977,0.001799366,0.001079391,0.019118993,0.006494765,0.00024649838],"about_ca_topic_score_codex":0.00054549763,"about_ca_topic_score_gemma":0.01960343,"teacher_disagreement_score":0.59018624,"about_ca_system_score_codex":0.0003527193,"about_ca_system_score_gemma":0.0004575932,"threshold_uncertainty_score":0.99926895},"labels":[],"label_agreement":null},{"id":"W2730796398","doi":"10.1093/geroni/igx004.1893","title":"DEVELOPMENT OF A PERSON-CENTRED COGNITIVE TOOL: HOW TO PROVIDE STRENGTH-BASED MEMORY CARE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"General partnership; Participatory action research; Psychology; Health care; Cognition; Presentation (obstetrics); Focus group; Cognitive skill; Cognitive reframing; Nursing; Medicine; Sociology; Political science; Social psychology; Psychiatry","score_opus":0.05947221101329265,"score_gpt":0.3412817926049772,"score_spread":0.28180958159168457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2730796398","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9906654,0.000021773392,0.0011633872,0.0021441372,0.00006132043,0.0007634882,0.000006570868,0.000020672724,0.005153276],"genre_scores_gemma":[0.99381363,4.819284e-7,0.0051960894,0.00034732558,0.00003887328,0.000105441424,0.000079469624,0.000012248782,0.0004064197],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99883795,0.000023564056,0.00026691327,0.00022498959,0.0004119099,0.00023464605],"domain_scores_gemma":[0.99868774,0.000040390474,0.00016734889,0.00017605396,0.0008881321,0.000040350184],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028109326,0.000104751656,0.00016860133,0.00049794756,0.0001537886,0.000071143084,0.00009979385,0.000034341254,0.00008002481],"category_scores_gemma":[0.0008434837,0.00010211071,0.000023345854,0.00037849922,0.000053084157,0.00013946922,0.000053796502,0.0001313665,0.000009848915],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026958395,0.00019517796,0.53388214,0.00043426495,0.000056489454,0.000044715165,0.013088926,0.0000012052296,0.027195025,0.000087795146,0.00012964963,0.42461506],"study_design_scores_gemma":[0.0037299972,0.000105388965,0.690866,0.0011987779,0.000019423265,0.0000012040497,0.026955148,0.0001234152,0.27560902,0.000004241922,0.001245278,0.00014211569],"about_ca_topic_score_codex":0.000025452155,"about_ca_topic_score_gemma":0.00003460623,"teacher_disagreement_score":0.42447293,"about_ca_system_score_codex":0.0001383483,"about_ca_system_score_gemma":0.0005040797,"threshold_uncertainty_score":0.4163954},"labels":[],"label_agreement":null},{"id":"W2730801550","doi":"10.1093/geroni/igx004.3721","title":"INTERVENTIONS AND TRAINING TO PREVENT ELDER ABUSE: CANADIAN EXAMPLES","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"Government of Canada","keywords":"Banner; General partnership; Government (linguistics); Elder abuse; Presentation (obstetrics); Face (sociological concept); Political science; Psychological intervention; The Internet; Public relations; Medical education; Nursing; Medicine; Suicide prevention; Poison control; Sociology; Medical emergency; Law; Geography","score_opus":0.1117550165362088,"score_gpt":0.38989853392554347,"score_spread":0.2781435173893347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2730801550","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9758442,0.0000745085,0.0003437288,0.003897056,0.0001794855,0.00015068128,0.0000013849331,0.000019314053,0.019489635],"genre_scores_gemma":[0.998547,0.00004684101,0.00042680747,0.00039310128,0.00007263394,0.000018903384,0.0000016133972,0.000004527252,0.0004885582],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99941576,0.00003333519,0.00017160544,0.0001150583,0.000076335666,0.00018790063],"domain_scores_gemma":[0.9996878,0.000023777748,0.00006325086,0.000112207126,0.00005794471,0.000055036853],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005929404,0.00004168905,0.000058043825,0.00032086953,0.0006958167,0.0001590536,0.00013902195,0.000031167747,0.00008639056],"category_scores_gemma":[0.0002551241,0.00004814519,0.000011843667,0.0002898224,0.000049585302,0.00024450742,0.000016532344,0.0000715408,0.0000057810253],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002671566,0.000036918347,0.14411882,0.000031630367,0.00001650438,0.000013589821,0.46642852,0.0000076055403,0.00046387085,0.17553242,0.0011642672,0.21218319],"study_design_scores_gemma":[0.0007465547,0.00005702648,0.7595929,0.0035625927,0.000017525119,0.0000031933218,0.038830765,0.000023108085,0.0010214914,0.027337793,0.16820392,0.0006031386],"about_ca_topic_score_codex":0.17820553,"about_ca_topic_score_gemma":0.809891,"teacher_disagreement_score":0.63168544,"about_ca_system_score_codex":0.00006710273,"about_ca_system_score_gemma":0.000120049815,"threshold_uncertainty_score":0.8272669},"labels":[],"label_agreement":null},{"id":"W2730833258","doi":"10.1093/geroni/igx004.1061","title":"BEHAVIORAL SYMPTOMS AND FALLS IN LONG-TERM CARE FACILITIES: PERCEPTIONS OF GERONTECHNOLOGY","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Université de Montréal; Institut Universitaire de Gériatrie de Montréal","funders":"","keywords":"Gerontechnology; Term (time); Long-term care; Gerontology; Perception; Psychology; Medicine; Forensic engineering; Engineering; Psychiatry; Neuroscience; Physics","score_opus":0.02813903568943335,"score_gpt":0.35326564222538165,"score_spread":0.32512660653594827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2730833258","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9976294,0.000053917953,0.00014625854,0.00090074,0.0001091152,0.00019284885,0.000008916699,0.00007882962,0.00087998225],"genre_scores_gemma":[0.9996104,0.000025680001,0.00016852768,0.000013712402,0.000013038514,0.000027206224,0.0000059824606,0.0000048755505,0.00013055107],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99917966,0.00002880414,0.0003007249,0.00017955872,0.000115043,0.00019623463],"domain_scores_gemma":[0.99941933,0.000019550562,0.00016082251,0.0002599943,0.000129901,0.000010389779],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025065368,0.000068426736,0.00013323997,0.0005907291,0.00024546587,0.000040117637,0.00029094503,0.00018868649,0.00002547548],"category_scores_gemma":[0.00018505538,0.00008143119,0.00001064128,0.00036211545,0.00075472286,0.00031550054,0.000099479956,0.00020372176,0.0000022390934],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000012616564,0.000017688784,0.90687543,0.000018027036,0.0000013985851,0.0000037727266,0.044964503,6.5196633e-7,0.0006287281,0.009969789,0.0000031842267,0.037515584],"study_design_scores_gemma":[0.00037113432,0.00001761863,0.9461618,0.000119394,0.0000019144024,0.000001012059,0.052080598,0.0000032050118,0.00025981507,0.00077358045,0.00012348173,0.00008645049],"about_ca_topic_score_codex":0.0046307095,"about_ca_topic_score_gemma":0.03597096,"teacher_disagreement_score":0.039286386,"about_ca_system_score_codex":0.00013704324,"about_ca_system_score_gemma":0.00005997754,"threshold_uncertainty_score":0.9816201},"labels":[],"label_agreement":null},{"id":"W2730861094","doi":"10.1093/geroni/igx004.989","title":"MANAGEMENT ISSUES IN DELIRIUM","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Delirium; Psychology; Medicine; Intensive care medicine","score_opus":0.028450144926048075,"score_gpt":0.34755090458987864,"score_spread":0.31910075966383056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2730861094","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85116386,0.000045325192,0.00065586803,0.034936562,0.0002646822,0.0003084375,7.5407405e-7,0.000026265174,0.11259827],"genre_scores_gemma":[0.9825269,0.00001644943,0.00059816736,0.015568506,0.000040724903,0.000019697325,0.000018996398,0.0000097582015,0.0012007909],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993726,0.000010283608,0.00023368534,0.0001354341,0.00011502544,0.0001329701],"domain_scores_gemma":[0.99738985,0.000011796326,0.000081772596,0.00021193594,0.0022963812,0.000008289627],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002404537,0.0000642289,0.000104090665,0.0006148233,0.000049300696,0.00003036303,0.00007130945,0.000028604483,0.000040804993],"category_scores_gemma":[0.0020659463,0.00006854538,0.000011560725,0.0003280994,0.000042820815,0.00011765158,0.000048598187,0.00011665793,0.000024071294],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000084304105,0.0001003743,0.8674143,0.00016834289,0.00003612851,0.00067238684,0.001680606,0.000012833164,0.0030821397,0.03793351,0.010487122,0.07832798],"study_design_scores_gemma":[0.0019175308,0.000022132688,0.97121173,0.00076296955,0.000007609637,0.000006035261,0.0071544023,0.00025176906,0.0031395978,0.0021894204,0.01320639,0.00013038401],"about_ca_topic_score_codex":0.00011481546,"about_ca_topic_score_gemma":0.000051954175,"teacher_disagreement_score":0.13136308,"about_ca_system_score_codex":0.000073014926,"about_ca_system_score_gemma":0.000013133253,"threshold_uncertainty_score":0.27951995},"labels":[],"label_agreement":null},{"id":"W2730885964","doi":"10.1093/geroni/igx004.4829","title":"FRAILTY ASSESSMENT TO HELP PREDICT PATIENTS AT RISK OF ED-INDUCED DELIRIUM","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Hematological disorders and diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Centre intégré de santé et de services sociaux de Chaudière-Appalaches; Cegep regional de Lanaudiere; Université Laval; Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Centre intégré universitaire de santé et de services sociaux de la Mauricie-et-du-Centre-du-Québec; Université du Québec; Centre Intégré de Santé et de Services Sociaux des Laurentides; Quebec Rehabilitation Research Network","funders":"","keywords":"Delirium; Medicine; Emergency department; Triage; Prospective cohort study; Incidence (geometry); Emergency medicine; Cohort study; Adverse effect; Cohort; Intensive care medicine; Internal medicine; Psychiatry","score_opus":0.045688967091854854,"score_gpt":0.3599686421457941,"score_spread":0.3142796750539393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2730885964","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.989536,0.000005717328,0.0017195437,0.0016377774,0.00018320198,0.00031750658,0.000012398017,0.000019582081,0.006568304],"genre_scores_gemma":[0.99733716,0.000008304926,0.0014680728,0.0010458631,0.00003202392,0.000021971431,0.0000343815,0.0000075666385,0.00004463588],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99902415,0.00001902109,0.0004238778,0.00015573559,0.00023517638,0.00014203768],"domain_scores_gemma":[0.9988289,0.0000829543,0.00026391956,0.00030307923,0.00048070805,0.000040434465],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002658117,0.00007798177,0.00019378049,0.00015374245,0.00010384442,0.000016863654,0.000091323614,0.00006547732,0.000055119493],"category_scores_gemma":[0.0040036105,0.00006642484,0.000020937914,0.00022085704,0.000022631044,0.00006524734,0.00010969585,0.000119054675,0.000012228241],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025345622,0.0001665594,0.98904175,0.000036625224,0.000009709577,0.0000040164146,0.000098839235,0.0000147483925,0.0010913863,0.00082692195,0.0032139295,0.005470199],"study_design_scores_gemma":[0.0012272854,0.0001588682,0.9944934,0.00017790122,0.000011321779,4.7887596e-7,0.00006733381,0.00041256356,0.0022656103,0.00038864132,0.0007288738,0.00006768767],"about_ca_topic_score_codex":0.00010645458,"about_ca_topic_score_gemma":0.00003085742,"teacher_disagreement_score":0.007801211,"about_ca_system_score_codex":0.00007083111,"about_ca_system_score_gemma":0.000043096723,"threshold_uncertainty_score":0.47929847},"labels":[],"label_agreement":null},{"id":"W2730887243","doi":"10.1093/geroni/igx004.4030","title":"EXTERNAL VALIDATION OF SAFES 6-WEEK MORTALITY-RISK INDEX ON AN AFRO-CARIBBEAN OLDER PATIENTS COHORT","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Context (archaeology); Medicine; Cohort; Prospective cohort study; Delirium; Cohort study; Receiver operating characteristic; Risk assessment; Risk of mortality; Demography; Gerontology; Internal medicine; Intensive care medicine; Geography","score_opus":0.24681852695558754,"score_gpt":0.42958081306527307,"score_spread":0.18276228610968553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2730887243","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98941743,0.000022436185,0.00511376,0.0014401389,0.0007305712,0.00054711674,0.00015549545,0.000024259887,0.0025488022],"genre_scores_gemma":[0.99777097,0.000014898202,0.00059132057,0.0011687609,0.00019279106,0.00005422254,0.00012620354,0.0000247993,0.00005601348],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99520665,0.00020718458,0.0036985034,0.00046809454,0.00017223024,0.00024733657],"domain_scores_gemma":[0.9935616,0.00019612114,0.005164945,0.0008062823,0.00022169555,0.00004932098],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012541306,0.00015637884,0.000538477,0.00078108587,0.00029102463,0.00015777699,0.00035751922,0.000117916774,0.00020164764],"category_scores_gemma":[0.003172789,0.00021059024,0.000043134958,0.00025847505,0.000086534434,0.0011765728,0.00005282471,0.00022228772,0.00012777314],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000079279425,0.00018047802,0.941574,0.000060840368,0.000023820745,2.5506682e-7,0.001197284,0.00050126534,0.0000050960916,0.055532437,0.00019756843,0.00071905623],"study_design_scores_gemma":[0.0008903763,0.000056197972,0.97492605,0.00013981033,0.0000036058316,1.8613348e-7,0.00022300119,0.0032397565,0.00011598663,0.01992021,0.00029122553,0.0001935751],"about_ca_topic_score_codex":0.0024875742,"about_ca_topic_score_gemma":0.000116074414,"teacher_disagreement_score":0.03561223,"about_ca_system_score_codex":0.00033369963,"about_ca_system_score_gemma":0.000063063875,"threshold_uncertainty_score":0.8587621},"labels":[],"label_agreement":null},{"id":"W2730896765","doi":"10.1093/geroni/igx004.2873","title":"OLDER ADULTS’ GENDER IDENTITY AND SEXUAL ORIENTATION: THE IMPORTANCE FOR END-OF-LIFE CARE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa; Lakehead University; University of Guelph","funders":"","keywords":"Sexual orientation; Transgender; Psychology; Lesbian; Autonomy; Closet; Quality of life (healthcare); Gerontology; Health care; Gender studies; Social psychology; Developmental psychology; Medicine; Sociology; Political science; Psychotherapist","score_opus":0.040385028647461685,"score_gpt":0.36215212783923934,"score_spread":0.32176709919177765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2730896765","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99152625,0.00008935871,0.00480607,0.00095616374,0.00047253154,0.00018631392,0.000008685664,0.00000607773,0.0019485716],"genre_scores_gemma":[0.999027,0.0000060718885,0.00034596454,0.0002847079,0.00020011788,0.000029335872,0.000017780536,0.0000038832018,0.00008512835],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99938387,0.000020521904,0.00021137827,0.00011560215,0.00017820923,0.00009039385],"domain_scores_gemma":[0.9992307,0.000047497928,0.00020365152,0.00011314236,0.0003949717,0.000010042413],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056524214,0.000040194926,0.00005363548,0.000053193995,0.0006928251,0.00013901072,0.00014260269,0.000028747243,0.000014080231],"category_scores_gemma":[0.0003666777,0.00003623379,0.000010417834,0.00014370927,0.0001167424,0.00040056196,0.000030783824,0.00004627192,2.4327238e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000037233515,0.0000037159948,0.40877777,0.00002657358,0.0000043139485,1.8879308e-7,0.03563017,0.000017641672,0.000066827044,0.55229455,0.00008590792,0.003088597],"study_design_scores_gemma":[0.0005893341,0.000009479196,0.84018403,0.00006174702,0.000005521149,2.500827e-7,0.14843895,0.0017507916,0.000064336506,0.007206155,0.001551277,0.00013809894],"about_ca_topic_score_codex":0.0007233759,"about_ca_topic_score_gemma":0.006678457,"teacher_disagreement_score":0.5450884,"about_ca_system_score_codex":0.000046025245,"about_ca_system_score_gemma":0.00011591876,"threshold_uncertainty_score":0.5328721},"labels":[],"label_agreement":null},{"id":"W2730931375","doi":"10.1093/geroni/igx004.2475","title":"DEVELOPMENT AND IMPLEMENTATION OF DEPRESCRIBING GUIDELINES","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University; Women's College Hospital; Concordia University; Bruyère; University of Ottawa; University of Toronto; University of Waterloo","funders":"","keywords":"Deprescribing; Polypharmacy; Guideline; Medicine; Grading (engineering); Nursing; Intensive care medicine; Engineering","score_opus":0.3398881391208657,"score_gpt":0.5182294918481818,"score_spread":0.1783413527273161,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2730931375","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99576217,0.000033480257,0.0004893632,0.0024793511,0.00006880485,0.00011117885,3.5250804e-7,0.00000576546,0.0010495338],"genre_scores_gemma":[0.987486,0.000009995072,0.011977259,0.00046561798,0.000021705077,0.0000041810417,0.000005907655,0.0000029696105,0.000026384369],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994297,0.0000049332903,0.00034827951,0.000066719185,0.00009199175,0.000058381764],"domain_scores_gemma":[0.999571,0.000020481762,0.00019825698,0.00008025849,0.00011927978,0.000010706591],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035264756,0.00003427155,0.00007093255,0.00011079702,0.000063065534,0.000017478937,0.000026834547,0.000012092768,0.000019382747],"category_scores_gemma":[0.00023510194,0.000030947227,0.000004574703,0.00007784872,0.000014288936,0.00018659965,0.000033994143,0.000048392685,7.88845e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009801937,0.0000075445437,0.84191984,0.00004232079,0.0000083524865,0.0000015792618,0.0005310916,9.508811e-7,0.0065928567,0.0017190345,0.000026082524,0.14914058],"study_design_scores_gemma":[0.0011962709,0.000009821129,0.93401074,0.00011764467,0.00000982999,0.000003629505,0.00077093765,0.0005634576,0.05181085,0.00013342818,0.011323638,0.00004972128],"about_ca_topic_score_codex":0.00007260399,"about_ca_topic_score_gemma":0.000020964102,"teacher_disagreement_score":0.14909086,"about_ca_system_score_codex":0.000015846048,"about_ca_system_score_gemma":0.000030843028,"threshold_uncertainty_score":0.12619913},"labels":[],"label_agreement":null},{"id":"W2730968632","doi":"10.1093/geroni/igx004.1562","title":"A QUALITATIVE SYSTEMATIC REVIEW EXPLORING ROLES, RISKS, AND SOCIAL PATTERNS OF DRINKING IN LATER LIFE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Alcohol Consumption and Health Effects","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"CINAHL; Thematic analysis; Qualitative research; Focus group; Gerontology; Socioeconomic status; Medicine; Life course approach; Psychology; Psychological intervention; Environmental health; Developmental psychology; Psychiatry; Population","score_opus":0.39788063124255035,"score_gpt":0.49701395600945986,"score_spread":0.0991333247669095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2730968632","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99429303,0.0013534374,0.0001577748,0.0033957951,0.0000566299,0.00064646074,0.0000010548124,0.000012389865,0.00008341199],"genre_scores_gemma":[0.99778515,0.000570587,0.00008162265,0.0013867078,0.000031713287,0.00011810831,0.0000062828403,0.000008213583,0.000011584828],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987754,0.00014169076,0.0006938082,0.00012093462,0.00015031971,0.000117835065],"domain_scores_gemma":[0.9991483,0.00010266773,0.00047749528,0.00014363472,0.00011047674,0.000017387572],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019912235,0.00007303648,0.00042648966,0.00028774852,0.000083123254,0.000018324767,0.000047909558,0.000033592507,0.000009149532],"category_scores_gemma":[0.00082930335,0.00006711012,0.000015449934,0.00015262648,0.00002470846,0.00017664261,0.00003585483,0.00017354076,0.0000029504788],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021202612,0.000032566797,0.61292046,0.34456494,0.000024804865,0.000013579921,0.03716441,4.4696264e-7,0.00027048076,0.0037362706,0.000014099529,0.0012366996],"study_design_scores_gemma":[0.0015603648,0.00002288066,0.753629,0.24008615,0.000044637105,0.000005087142,0.0040585846,0.00012038677,0.00014125109,0.00019296244,0.000020564126,0.000118121614],"about_ca_topic_score_codex":0.000105436484,"about_ca_topic_score_gemma":0.000067493536,"teacher_disagreement_score":0.14070852,"about_ca_system_score_codex":0.00006235756,"about_ca_system_score_gemma":0.000042343465,"threshold_uncertainty_score":0.27366713},"labels":[],"label_agreement":null},{"id":"W2730995901","doi":"10.1093/geroni/igx004.2920","title":"REVIEW OF FACILITATING AND CONSTRAINING INFLUENCES ON FAMILY CAREGIVING IN LONG-TERM CARE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Covenant Health; University of Alberta","funders":"","keywords":"Context (archaeology); Long-term care; Psychology; Family caregivers; Interpersonal communication; Term (time); Nursing; Medicine; Social psychology","score_opus":0.03308030596495617,"score_gpt":0.360809739409811,"score_spread":0.32772943344485483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2730995901","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9842351,0.0027501958,0.000115615585,0.00035173615,0.000180465,0.00014230778,0.0000047893327,0.00000837926,0.012211384],"genre_scores_gemma":[0.99815255,0.0010501167,0.00021082202,0.00050403544,0.0000404931,0.000011926358,0.000008294642,0.0000041823973,0.000017557057],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99900186,0.00007255082,0.0004044864,0.00016309672,0.00021034341,0.00014767914],"domain_scores_gemma":[0.9991748,0.00014959085,0.00027702062,0.00011885978,0.0002664837,0.00001324827],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010637395,0.00007191711,0.00014682041,0.00022229108,0.00033093055,0.00009273168,0.00016025102,0.000040534655,0.000005496375],"category_scores_gemma":[0.0013109652,0.000079003075,0.000016022494,0.0002778251,0.00017554792,0.00028415126,0.00004247846,0.00012696077,4.394373e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000001926838,0.000006438988,0.82439584,0.0011801107,0.000004298452,0.000005800535,0.046677373,0.00009427077,0.001299469,0.060605437,0.000009744303,0.065719284],"study_design_scores_gemma":[0.0003584942,0.000025490643,0.88144255,0.03902117,0.000004176797,7.1721564e-7,0.077572845,0.00033890773,0.0000965577,0.0006390779,0.00023721336,0.00026279624],"about_ca_topic_score_codex":0.0012979874,"about_ca_topic_score_gemma":0.0021026707,"teacher_disagreement_score":0.06545649,"about_ca_system_score_codex":0.000103323524,"about_ca_system_score_gemma":0.00012274686,"threshold_uncertainty_score":0.3221652},"labels":[],"label_agreement":null},{"id":"W2731017049","doi":"10.1093/geroni/igx004.2443","title":"THEORIES OF EVALUATION AND THE MEANING OF A SUCCESSFUL AFCC PROGRAM","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Sports Analytics and Performance","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Meaning (existential); Psychology; Epistemology; Philosophy","score_opus":0.04156408337668096,"score_gpt":0.30477136245370035,"score_spread":0.2632072790770194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2731017049","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9777995,0.00022722226,0.00058759045,0.0005208822,0.00009745913,0.00016521914,0.0000033334068,0.0000031057361,0.020595694],"genre_scores_gemma":[0.9996045,0.000048349684,0.00025039818,0.000023285558,0.000021003467,0.000016013493,0.0000028523625,0.0000032085607,0.000030379644],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.999366,0.000004834321,0.00045607702,0.000081604754,0.00003608566,0.000055409095],"domain_scores_gemma":[0.9989041,0.000023589013,0.0007685516,0.00018341126,0.00011708188,0.0000032624057],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002316814,0.00003655837,0.00013965816,0.00016325158,0.00008063194,0.000051881085,0.000085401545,0.000018353197,0.000034276425],"category_scores_gemma":[0.00026613014,0.000030561598,0.000012721699,0.00019649553,0.00013765779,0.00018578322,0.00003018641,0.00004623433,6.065978e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005305382,0.0000062014165,0.39292052,0.000014602139,0.0000050131734,4.1600565e-8,0.00073602237,0.00010020183,0.0000046766677,0.59968,0.0000019241893,0.0065255086],"study_design_scores_gemma":[0.0010604095,0.000014964178,0.5688939,0.00006814608,0.000004735837,5.26467e-7,0.00027860198,0.109226406,0.0003288329,0.31934702,0.000706817,0.00006959662],"about_ca_topic_score_codex":0.0003607124,"about_ca_topic_score_gemma":0.000033442728,"teacher_disagreement_score":0.28033295,"about_ca_system_score_codex":0.000010236409,"about_ca_system_score_gemma":0.0000103263355,"threshold_uncertainty_score":0.124626584},"labels":[],"label_agreement":null},{"id":"W2731031184","doi":"10.1093/geroni/igx004.1418","title":"CHRONIC KIDNEY FAILURE AND CONSERVATIVE (NON-DIALYSIS) CARE AMONG OLDER ADULTS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health and Well-being Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Dialysis; Family medicine; Kidney disease; Population; Primary care; Cross-sectional study; Nephrology; Conservative management; Internal medicine; Surgery","score_opus":0.016372375760940132,"score_gpt":0.3358835547882277,"score_spread":0.31951117902728754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2731031184","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97987306,0.00024112822,0.00014658443,0.006633945,0.00050392357,0.00029021996,0.0000072411417,0.00003366681,0.012270225],"genre_scores_gemma":[0.9977128,0.000011664599,0.00009799146,0.001422082,0.00026519274,0.00008435435,0.000025255395,0.00001332029,0.00036732972],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99892104,0.000047354344,0.00035988787,0.0002959112,0.00009234521,0.00028345667],"domain_scores_gemma":[0.99907047,0.000059043847,0.0002797888,0.00032373384,0.00022682635,0.000040144478],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002999685,0.00012230249,0.00019096436,0.00023423907,0.00042990278,0.00006717491,0.0001291702,0.000094427494,0.0000683717],"category_scores_gemma":[0.00030582616,0.00012278026,0.000015222773,0.00030301066,0.00015169478,0.00018569877,0.000064761654,0.0002351194,0.000027760092],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010559296,0.000009146255,0.94540066,0.00014303482,0.00002990001,0.000014988858,0.03183094,0.00000114118,0.000025084484,0.0020153972,0.005740761,0.014778365],"study_design_scores_gemma":[0.0016848983,0.000023276312,0.9849113,0.00045952766,0.000007076747,0.0000013793048,0.0056511676,0.000052179133,0.00009152637,0.00014319143,0.006829262,0.0001452025],"about_ca_topic_score_codex":0.0013965775,"about_ca_topic_score_gemma":0.00066646934,"teacher_disagreement_score":0.03951063,"about_ca_system_score_codex":0.00008697526,"about_ca_system_score_gemma":0.000105397856,"threshold_uncertainty_score":0.5006833},"labels":[],"label_agreement":null},{"id":"W2731096206","doi":"10.1093/geroni/igx004.1647","title":"DEFINING LUNG CANCER DIAGNOSTIC PATHWAYS IN THE PRIMARY CARE SETTING IN MONTRÉAL, QUÉBEC","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Lung cancer; Disease; Psychological intervention; Cancer; Intensive care medicine; Incidence (geometry); Stage (stratigraphy); Health care; Internal medicine; Nursing","score_opus":0.03863495048487488,"score_gpt":0.33176776092340765,"score_spread":0.2931328104385328,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2731096206","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9822657,0.006601855,0.00006397613,0.004822101,0.0001321195,0.00030308383,0.000003962001,0.00001982017,0.005787389],"genre_scores_gemma":[0.99641734,0.00009511515,0.00032073533,0.0028889002,0.00010107855,0.0001288332,0.000025325098,0.000012063511,0.000010608836],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987215,0.000040224124,0.00047208348,0.00021857182,0.00027631197,0.0002713303],"domain_scores_gemma":[0.9990853,0.0002530136,0.00021818923,0.0003100638,0.00011793943,0.000015481004],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007942566,0.00011296627,0.00018832347,0.00028959377,0.0001815703,0.00008302646,0.00020249985,0.000057494843,0.0000092320515],"category_scores_gemma":[0.0013411368,0.00009571295,0.000020138386,0.0005662133,0.000037108068,0.0002946794,0.000068587404,0.00041623088,0.0000026311855],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017634839,0.000010512185,0.95391095,0.00011902491,0.0000032129376,0.00017084242,0.008933731,0.0005240165,0.00021411841,0.0007383752,0.00024822797,0.035109334],"study_design_scores_gemma":[0.000938995,0.000014326218,0.9891259,0.0026225452,0.00000847275,0.000010863416,0.0055115987,0.0009886838,0.000117494084,0.0000844999,0.00046655405,0.000110038774],"about_ca_topic_score_codex":0.11087599,"about_ca_topic_score_gemma":0.08466218,"teacher_disagreement_score":0.03521496,"about_ca_system_score_codex":0.0007705523,"about_ca_system_score_gemma":0.0004317613,"threshold_uncertainty_score":0.93204033},"labels":[],"label_agreement":null},{"id":"W2731100869","doi":"10.1093/geroni/igx004.159","title":"PHYSICAL ACTIVITY AND BRAIN HEALTH","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Physical activity; Public health; Health benefits; Psychology; Cognition; Randomized controlled trial; Gerontology; Medicine; Physical medicine and rehabilitation; Nursing; Psychiatry","score_opus":0.035204842841691376,"score_gpt":0.34526402779531495,"score_spread":0.31005918495362356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2731100869","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97584015,0.0000026199523,0.0020097117,0.017008463,0.00004415011,0.00016975703,0.0000014948336,0.000017539624,0.004906098],"genre_scores_gemma":[0.99752104,0.000005681389,0.00036140092,0.0019282723,0.00004135479,0.000012110572,0.0000016156615,0.000008742163,0.00011975129],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99908954,0.00006353701,0.00013975157,0.0003120614,0.00016527351,0.00022984926],"domain_scores_gemma":[0.9994257,0.00006201427,0.00020116787,0.00026911433,0.000003193273,0.0000388036],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009099343,0.00007951715,0.00010419065,0.000060082984,0.00037197713,0.000058300247,0.000110913636,0.00002285829,0.00005491078],"category_scores_gemma":[0.00023720601,0.000085811655,0.000007326865,0.0001697395,0.00015924865,0.00050475495,0.00018552519,0.00019333325,0.000057815072],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000038582457,0.000071131275,0.471949,0.000015359057,0.0000017250521,0.0000040073974,0.0016318386,0.00005040055,0.01653003,0.0009523685,0.000248915,0.50854135],"study_design_scores_gemma":[0.00025106105,0.000013730197,0.99241537,0.000027167423,4.2696496e-7,0.000001612269,0.00006318381,0.0024501814,0.001507645,0.0013224258,0.001857662,0.00008952585],"about_ca_topic_score_codex":0.0012215634,"about_ca_topic_score_gemma":0.00017414107,"teacher_disagreement_score":0.5204663,"about_ca_system_score_codex":0.0002202484,"about_ca_system_score_gemma":0.000013533421,"threshold_uncertainty_score":0.34992978},"labels":[],"label_agreement":null},{"id":"W2731100971","doi":"10.1093/geroni/igx004.4992","title":"SITUATING WISDOM IN THE CONTEXT OF EVERYDAY LIFE: STATES, TRAITS, AND CHANGES OVER THE LIFESPAN","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Compassion; Situational ethics; Context (archaeology); Psychology; Maturity (psychological); Everyday life; Sociology; Social psychology; Epistemology; Developmental psychology; Political science; History","score_opus":0.08007330159481714,"score_gpt":0.3975272320818938,"score_spread":0.31745393048707665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2731100971","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9772881,0.00034815902,0.00008742362,0.018823117,0.00011860365,0.00019374856,0.000004381257,0.000008772363,0.0031276864],"genre_scores_gemma":[0.997893,0.000008937686,0.000023798337,0.0016767828,0.00007795858,0.000040503386,0.0000045947095,0.000007464143,0.00026698803],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99894977,0.00023365102,0.00028154647,0.00016972472,0.00014548472,0.00021984775],"domain_scores_gemma":[0.9989484,0.00047429625,0.00022824353,0.00026620307,0.00007205721,0.000010826599],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022721346,0.00007839904,0.0001371284,0.00018763212,0.00020819265,0.0000603777,0.00031762372,0.000061565195,0.00004354567],"category_scores_gemma":[0.0004825546,0.000051251696,0.000009148345,0.00028562744,0.00025971042,0.000090603055,0.00006366946,0.00033925477,0.0000039606452],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000064285276,0.00007118044,0.68966436,0.00003590333,0.000043511947,0.000016298669,0.1627964,0.000005027851,0.00044629732,0.038993616,0.0040578265,0.10380527],"study_design_scores_gemma":[0.0007925112,0.00002815025,0.96773165,0.00006208029,0.000003057815,0.00000591299,0.028403774,0.00022042812,0.000044748656,0.0008922965,0.001748093,0.000067311375],"about_ca_topic_score_codex":0.0016281019,"about_ca_topic_score_gemma":0.0018713727,"teacher_disagreement_score":0.27806726,"about_ca_system_score_codex":0.0000144935675,"about_ca_system_score_gemma":0.000028647619,"threshold_uncertainty_score":0.24612139},"labels":[],"label_agreement":null},{"id":"W2731134614","doi":"10.1093/geroni/igx004.822","title":"EXPERIENCES OF VIOLENCE ACROSS LIFE COURSE AND ITS ASSOCIATION WITH MOBILITY DISABILITY IN OLDER AGE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Queen's University","funders":"","keywords":"Domestic violence; Physical abuse; Life course approach; Socioeconomic status; Elder abuse; Poison control; Psychology; Injury prevention; Psychological abuse; Odds; Gerontology; Medicine; Demography; Logistic regression; Population; Developmental psychology; Environmental health","score_opus":0.037875193134376886,"score_gpt":0.40390551544261233,"score_spread":0.36603032230823546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2731134614","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99621207,0.000053255157,0.000012876933,0.0029989604,0.00014073309,0.00020709579,0.0000027630954,0.0000093673125,0.00036286758],"genre_scores_gemma":[0.9995823,0.00003567445,0.00003391161,0.00024395468,0.00003339908,0.00003864313,9.533138e-7,0.0000021214978,0.000029060087],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989587,0.000087054505,0.00033015973,0.00015065816,0.0002463169,0.00022710479],"domain_scores_gemma":[0.9992507,0.00016993441,0.00030010272,0.0001230111,0.0001269096,0.000029316892],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026811056,0.000049536786,0.00013572165,0.000024794499,0.0003577042,0.000088069035,0.00013027113,0.000059133894,0.000016309472],"category_scores_gemma":[0.0020279544,0.000045692508,0.0000068569325,0.00029442206,0.00025544557,0.00048729533,0.00003472819,0.00009969335,2.9842383e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004612368,0.000040538613,0.91447484,0.000046713012,0.0000010648765,5.306452e-7,0.080395676,0.000003977561,0.0000037004468,0.003365297,0.0000035724872,0.0016594753],"study_design_scores_gemma":[0.00021270223,0.000004352576,0.9287333,0.00017456296,6.5162664e-7,2.4134604e-8,0.0702515,0.000057183195,0.00006131801,0.00041507615,0.00003934114,0.000049991344],"about_ca_topic_score_codex":0.008729154,"about_ca_topic_score_gemma":0.013146256,"teacher_disagreement_score":0.014258455,"about_ca_system_score_codex":0.00014674505,"about_ca_system_score_gemma":0.00012595012,"threshold_uncertainty_score":0.9978718},"labels":[],"label_agreement":null},{"id":"W2731202910","doi":"10.1093/geroni/igx004.2589","title":"FOSTERING HOMELIKENESS IN NURSING HOMES: QUALITATIVE RESULTS FROM FAMILY AND FRIENDS OF RESIDENTS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Mount Saint Vincent University; University of Alberta; Dalhousie University","funders":"","keywords":"Dignity; Focus group; Nursing; Staffing; Nursing homes; Perspective (graphical); Psychology; Long-term care; Quality (philosophy); Autonomy; Medicine; Sociology; Political science","score_opus":0.135937261389561,"score_gpt":0.49744550353666916,"score_spread":0.3615082421471082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2731202910","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99091923,0.00014938529,0.00027318217,0.0011734993,0.00089718634,0.0001972873,0.000038712096,0.00001887703,0.006332621],"genre_scores_gemma":[0.9989827,0.000030121817,0.00068731164,0.000051876705,0.00009302275,0.000015907883,0.000048227324,0.000013172748,0.00007761851],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.998102,0.00024671116,0.00096239033,0.00026129646,0.00018096373,0.0002466475],"domain_scores_gemma":[0.9982162,0.0005462183,0.0006969524,0.00032280583,0.00019812492,0.00001968386],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015629573,0.000103155515,0.00027905792,0.0006283833,0.0003181078,0.000030595387,0.00015384579,0.000111752306,0.0000053192825],"category_scores_gemma":[0.0007688239,0.000109191875,0.000012381448,0.000529825,0.000087968816,0.0003446556,0.00015469694,0.0002971233,0.0000027334593],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00050659815,0.00006586278,0.2663835,0.0002153615,0.000015985392,0.000013760464,0.6286396,0.000014782217,0.009566847,0.00284633,0.00056519033,0.09116616],"study_design_scores_gemma":[0.0019749957,0.000014866689,0.8606222,0.0030554421,0.000004020269,1.3195671e-7,0.118888766,0.00004609416,0.00028885412,0.014986025,0.000017338656,0.00010122184],"about_ca_topic_score_codex":0.009397066,"about_ca_topic_score_gemma":0.00036225314,"teacher_disagreement_score":0.59423876,"about_ca_system_score_codex":0.00017029772,"about_ca_system_score_gemma":0.0000965671,"threshold_uncertainty_score":0.9971994},"labels":[],"label_agreement":null},{"id":"W2731280808","doi":"10.1093/geroni/igx004.5158","title":"COMMUNITY ENGAGED MODELS TO ENHANCE PHYSICAL AND SOCIAL DIMENSIONS OF HEALTH IN OLDER ADULTS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Intervention (counseling); Gerontology; Psychology; Meaning (existential); Affect (linguistics); Population; Scale (ratio); Presentation (obstetrics); Psychological intervention; Aging in place; Medicine; Geography; Environmental health","score_opus":0.07946275553193277,"score_gpt":0.3944962767254949,"score_spread":0.31503352119356215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2731280808","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9944558,0.0000072551443,0.0004272725,0.004345173,0.000042924286,0.00017003313,0.000003190072,0.00001030181,0.0005380476],"genre_scores_gemma":[0.99960005,0.0000020604234,0.00013433014,0.00020409997,0.0000283071,0.0000068293907,0.0000041044404,0.0000026246407,0.000017606584],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9989652,0.000445679,0.0002567865,0.00009635638,0.00010783757,0.00012816231],"domain_scores_gemma":[0.9995223,0.00009603734,0.00016051612,0.00012807257,0.00007989525,0.00001315495],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0031635915,0.000041631978,0.00013360457,0.00009550335,0.0014666818,0.00002790628,0.00014864009,0.000026639476,0.0000022682798],"category_scores_gemma":[0.00017849816,0.00004071221,0.000008736509,0.00031718166,0.00013196825,0.00032846376,0.00003605616,0.00042515577,2.5718103e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015138972,0.00023777309,0.29918858,0.000050334336,0.0000017976563,2.8139806e-7,0.6570383,0.000018932411,0.000428841,0.0076713804,0.000040814353,0.035307847],"study_design_scores_gemma":[0.00022749585,0.0000066767757,0.975699,0.00013077224,5.5312506e-7,5.452375e-9,0.013827184,0.00022143696,0.00027827985,0.009518358,0.000031027997,0.00005921879],"about_ca_topic_score_codex":0.018647365,"about_ca_topic_score_gemma":0.0149410935,"teacher_disagreement_score":0.6765104,"about_ca_system_score_codex":0.000047157573,"about_ca_system_score_gemma":0.00006931785,"threshold_uncertainty_score":0.9998333},"labels":[],"label_agreement":null},{"id":"W2731282480","doi":"10.1093/geroni/igx004.306","title":"SIMILARITIES IN SERVICE USE AND COMORBIDITY IN OLDER ADULTS WITH DEMENTIA, DIABETES, OR STROKE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta; McMaster University","funders":"","keywords":"Comorbidity; Dementia; Medicine; Diabetes mellitus; Stroke (engine); Cohort; Gerontology; Psychiatry; Internal medicine; Disease","score_opus":0.04890556799377596,"score_gpt":0.3108359658702882,"score_spread":0.2619303978765123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2731282480","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9962396,0.000056080255,0.00002823112,0.0021289482,0.00004659336,0.00037043,0.0000061230057,0.000016797101,0.0011071848],"genre_scores_gemma":[0.99875927,0.000027032545,0.00025098617,0.00072334794,0.000024505658,0.000034906516,0.00004218847,0.000010461409,0.00012729721],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991681,0.000017136637,0.00027785831,0.0001963425,0.00015414658,0.0001864298],"domain_scores_gemma":[0.99948287,0.000037854512,0.00011878135,0.00025562712,0.0000877221,0.000017155115],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025816177,0.00009931387,0.00015537419,0.0003822929,0.000053234562,0.0001496877,0.00007529748,0.000031347852,0.00006432596],"category_scores_gemma":[0.00011397186,0.00008885692,0.000004830613,0.00037321477,0.000051991687,0.0006202472,0.0000857525,0.00014608906,0.0000011391614],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010025793,0.00008563093,0.9961682,0.00047659295,0.000017240749,0.00006980328,0.0006586211,0.000032934644,0.000044707143,0.0005201622,0.00009454377,0.0017312849],"study_design_scores_gemma":[0.004545324,0.000023591647,0.9898371,0.0015605696,0.000014384537,8.5224843e-7,0.0015436244,0.0019649533,0.00009047,0.00008109986,0.00023832248,0.00009970387],"about_ca_topic_score_codex":0.0013521151,"about_ca_topic_score_gemma":0.010654748,"teacher_disagreement_score":0.009302634,"about_ca_system_score_codex":0.00007988044,"about_ca_system_score_gemma":0.00006890958,"threshold_uncertainty_score":0.59455997},"labels":[],"label_agreement":null},{"id":"W2731285304","doi":"10.1093/geroni/igx004.1695","title":"THE IMPACT OF NOISE AND WORKING MEMORY ON ONLINE PROCESSING OF SPOKEN WORDS: EYETRACKING EVIDENCE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Marketing and Advertising Strategies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Working memory; Speech recognition; Task (project management); Psychology; Noise (video); Cognition; Cognitive load; Computer science; Spoken language; Cognitive psychology; Natural language processing; Artificial intelligence; Engineering","score_opus":0.05422727781030334,"score_gpt":0.33857038671693895,"score_spread":0.2843431089066356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2731285304","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99385273,0.00023696292,0.00008073881,0.0005080845,0.0001015552,0.00007962002,2.8822205e-7,0.000020835958,0.005119204],"genre_scores_gemma":[0.9995128,0.00002501629,0.00012751784,0.000051759103,0.00023127515,0.00000201498,0.0000017097001,0.000010180312,0.00003773345],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991074,0.000010553778,0.00042029808,0.00014425626,0.00017013501,0.00014732934],"domain_scores_gemma":[0.99851346,0.00016869017,0.0008971534,0.00022123053,0.00019683372,0.0000026482962],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013114236,0.00009919817,0.0001410988,0.00023748049,0.00036291798,0.00043418168,0.00022459652,0.000028911189,0.0000036822216],"category_scores_gemma":[0.0015034266,0.00007265103,0.000023465565,0.0004952908,0.00011611679,0.00083831575,0.00009096589,0.00014253499,3.9048754e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007794292,0.000034211032,0.67281437,0.0003963929,0.000011144969,0.0000026286434,0.00031389578,0.0009261684,0.004384493,0.0021060598,0.00003463029,0.31889805],"study_design_scores_gemma":[0.00026800693,0.000007732235,0.97746265,0.0075131725,0.000007778316,6.7591833e-7,0.00076618564,0.011180391,0.0003459781,0.0022543326,0.00006887341,0.00012423034],"about_ca_topic_score_codex":0.0006875219,"about_ca_topic_score_gemma":0.000050968913,"teacher_disagreement_score":0.3187738,"about_ca_system_score_codex":0.000021906051,"about_ca_system_score_gemma":0.000032027237,"threshold_uncertainty_score":0.4186824},"labels":[],"label_agreement":null},{"id":"W2731318910","doi":"10.1093/geroni/igx004.1535","title":"FRAILTY EFFECTS ON COGNITIVE CHANGES IN AGING ARE MODERATED BY DOMAIN, GENETIC RISK, AND SEX","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health and Well-being Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; University of Alberta","funders":"","keywords":"Moderation; Cognition; Cognitive decline; Dementia; Gerontology; Episodic memory; Demography; Effects of sleep deprivation on cognitive performance; Apolipoprotein E; Psychology; Medicine; Disease; Internal medicine; Psychiatry","score_opus":0.03489704941671578,"score_gpt":0.3611921755498132,"score_spread":0.3262951261330974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2731318910","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99332833,0.00042240132,0.0006437766,0.0021317357,0.00027735814,0.00032088076,0.000008337724,0.000033286655,0.0028339056],"genre_scores_gemma":[0.99726504,0.00006687558,0.000055013443,0.002234313,0.000103357626,0.00010457343,0.000010977459,0.000016081956,0.000143787],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988488,0.00016747288,0.00026669868,0.00031208215,0.00009585661,0.00030909327],"domain_scores_gemma":[0.9991877,0.0002644355,0.00028326377,0.00017142887,0.00007083298,0.000022313834],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055650435,0.00013336267,0.00019733125,0.00032392074,0.0003525093,0.00005954742,0.00007517649,0.000084656895,0.000009085963],"category_scores_gemma":[0.00035932445,0.0001377599,0.0000064632663,0.00028631842,0.00005911409,0.00005891343,0.000041584528,0.00032949267,0.00001344563],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031002673,0.000041557796,0.87411076,0.00009981437,0.000020899886,0.000038045247,0.0101350155,0.000009842186,0.00026770442,0.00024660348,0.0009718444,0.11402692],"study_design_scores_gemma":[0.0018421147,0.00005758579,0.9926024,0.00060361886,0.000004561621,0.0000019884021,0.0012665465,0.00021586895,0.0011528,0.0014923435,0.00058670127,0.00017344467],"about_ca_topic_score_codex":0.0011168462,"about_ca_topic_score_gemma":0.00039555863,"teacher_disagreement_score":0.11849167,"about_ca_system_score_codex":0.00004504861,"about_ca_system_score_gemma":0.000012296928,"threshold_uncertainty_score":0.5617686},"labels":[],"label_agreement":null},{"id":"W2731331196","doi":"10.1093/geroni/igx004.2671","title":"CHANGES IN DRIVERS’ READINESS FOR MOBILITY TRANSITION, SELF-RESTRICTION, AND HEALTH","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa; Baycrest Hospital; Toronto Rehabilitation Institute; University of Toronto; University Health Network; University of Victoria; NOSM University; Ottawa Hospital; St. Joseph's Care Group; Lakehead University","funders":"","keywords":"Cohort; Demography; Medicine; Situational ethics; Activities of daily living; Preparedness; Occupational safety and health; Injury prevention; Gerontology; Poison control; Psychology; Environmental health; Physical therapy; Internal medicine; Social psychology","score_opus":0.15315940390310898,"score_gpt":0.4484089041764943,"score_spread":0.29524950027338537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2731331196","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89381045,0.000025582276,0.000576768,0.10239788,0.0016675255,0.0012701458,0.000003134761,0.000044987817,0.00020350202],"genre_scores_gemma":[0.99721974,0.0001926229,0.0010638346,0.00048634192,0.00042338314,0.000591243,0.000011326862,0.000005397016,0.000006097569],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991133,0.000084814674,0.00028229874,0.00017643756,0.00013153457,0.00021158614],"domain_scores_gemma":[0.9991164,0.00026486407,0.0002435762,0.00011843821,0.00022268452,0.000034017015],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00270216,0.000051674142,0.00010942653,0.00029049246,0.0008049035,0.00007001946,0.00009566803,0.000067784626,0.0000047469493],"category_scores_gemma":[0.0015208228,0.00006481119,0.0000059099007,0.0006380268,0.00009331574,0.00032917905,0.000007630025,0.00009328104,5.3153985e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000526348,0.000069199436,0.74380445,0.000121633515,0.0000020088107,2.2314305e-7,0.18706061,0.000006218588,0.000017174987,0.041386165,0.00018728957,0.02733979],"study_design_scores_gemma":[0.0003758765,0.000016069358,0.9745582,0.00007952564,0.0000012370009,9.5928215e-8,0.010647298,0.00011914109,0.000019788085,0.008108817,0.0060023614,0.00007158704],"about_ca_topic_score_codex":0.016888343,"about_ca_topic_score_gemma":0.037092846,"teacher_disagreement_score":0.23075378,"about_ca_system_score_codex":0.000498202,"about_ca_system_score_gemma":0.00037023335,"threshold_uncertainty_score":0.9896583},"labels":[],"label_agreement":null},{"id":"W2731377919","doi":"10.1093/geroni/igx004.1726","title":"EXPLORING THE USE OF GROUP DIGITAL ACTIVITIES FOR PEOPLE LIVING WITH DEMENTIA","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Recreation, Leisure, Wilderness Management","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Lakeridge Health; Ontario Shores Centre for Mental Health Sciences","funders":"","keywords":"Psychology; Dementia; Gesture; Activities of daily living; Motion (physics); Entertainment; Applied psychology; Medical education; Computer science; Medicine","score_opus":0.14298073242188714,"score_gpt":0.32302122667667005,"score_spread":0.1800404942547829,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2731377919","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93937063,0.000005976726,0.057870954,0.00028616106,0.0003399863,0.00033249936,0.0000030102574,0.000025405585,0.0017653536],"genre_scores_gemma":[0.9984454,0.0000027074452,0.00068481395,0.00001453152,0.00007074601,0.00035413212,0.000010243699,0.000018837183,0.0003985933],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99923897,0.00002270873,0.0002812991,0.00017020626,0.00013144813,0.00015535491],"domain_scores_gemma":[0.99882615,0.00029081796,0.00037861653,0.00041187694,0.00008620596,0.0000063077778],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034734613,0.00008680255,0.000117675714,0.00021135199,0.0002119986,0.00030656197,0.00019229895,0.000016317314,0.00001898513],"category_scores_gemma":[0.0001333972,0.00006954049,0.000018149012,0.00024137685,0.000051945306,0.0016193759,0.000067777255,0.0000638968,0.0000018074546],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001766485,0.00004312688,0.9284523,0.000036351474,0.00007221941,4.53253e-7,0.0044929744,0.00016022634,0.000052117553,0.042187616,0.00011017434,0.024374785],"study_design_scores_gemma":[0.00033161545,0.000025590216,0.9938896,0.00016665047,0.000013951634,7.871119e-7,0.0025008009,0.00018423684,0.00009590519,0.0002554849,0.0024459711,0.000089410925],"about_ca_topic_score_codex":0.0003370409,"about_ca_topic_score_gemma":0.00021169831,"teacher_disagreement_score":0.0654373,"about_ca_system_score_codex":0.000027201548,"about_ca_system_score_gemma":0.000008780173,"threshold_uncertainty_score":0.2956184},"labels":[],"label_agreement":null},{"id":"W2731460737","doi":"10.1093/geroni/igx004.2585","title":"CLINICAL AND HEALTHCARE OUTCOMES OF ASSISTED LIVING RESIDENTS: A CANADIAN PERSPECTIVE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa; Canadian Institute for Health Information; University of Alberta; University of Calgary; University of Waterloo","funders":"","keywords":"Staffing; Residence; Medicine; Incidence (geometry); Health care; Gerontology; Aged care; Long-term care; Cohort; Epidemiology; Family medicine; Nursing; Environmental health; Demography","score_opus":0.12442986863967383,"score_gpt":0.5021005915471709,"score_spread":0.3776707229074971,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2731460737","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9718285,0.00009958692,0.00002531187,0.02215573,0.001041344,0.00022958445,0.000008250763,0.000017449524,0.004594198],"genre_scores_gemma":[0.9986712,0.000020950356,0.00028830225,0.0005434781,0.000112525835,0.000011866041,0.0000031666084,0.000009199536,0.00033931943],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998581,0.00019771933,0.00069382554,0.0001802843,0.00011152522,0.00023564673],"domain_scores_gemma":[0.99829173,0.00037812212,0.00046133657,0.00028374817,0.00052765355,0.00005738279],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015035167,0.00006921186,0.00024363138,0.00046857516,0.0006556376,0.000020610389,0.00011906744,0.00012317277,0.00002943396],"category_scores_gemma":[0.0032161153,0.000067869005,0.000020294658,0.00028362055,0.00008247025,0.00014842315,0.000060540384,0.00038144158,0.000004410927],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000050964472,0.000009383986,0.97782725,0.00004317404,0.000009006465,0.0000028810848,0.0078747785,7.557032e-8,0.0000069927078,0.009877432,0.0006127287,0.0037311933],"study_design_scores_gemma":[0.000346215,0.000013802168,0.977171,0.000490621,0.0000044148737,5.2163267e-7,0.019724712,0.000008014426,0.0000012527169,0.0019795496,0.0002000425,0.000059872695],"about_ca_topic_score_codex":0.5652906,"about_ca_topic_score_gemma":0.39280125,"teacher_disagreement_score":0.17248932,"about_ca_system_score_codex":0.00024671518,"about_ca_system_score_gemma":0.0005654414,"threshold_uncertainty_score":0.61827856},"labels":[],"label_agreement":null},{"id":"W2731467285","doi":"10.1093/geroni/igx004.1890","title":"DEMENTIA CARE MAPPING (DCM): ODDS OF IT’S USE AS AN OBSERVATORY TOOL TO MEASURE QUALITY OF CARE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Shores Centre for Mental Health Sciences; University of Toronto","funders":"","keywords":"Dementia; Quality (philosophy); Reliability (semiconductor); Quality of life (healthcare); Medicine; Odds; Measure (data warehouse); MEDLINE; Psychology; Nursing; Computer science; Data mining; Logistic regression","score_opus":0.5875185181785914,"score_gpt":0.47763375511144507,"score_spread":0.10988476306714628,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2731467285","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98965645,0.00034327674,0.0026320706,0.0044483887,0.0004901194,0.00055653777,0.0001669211,0.00002032976,0.0016859163],"genre_scores_gemma":[0.99202543,0.0000074087175,0.0043274807,0.0033529773,0.00010434421,0.00004931174,0.00006314468,0.00002211852,0.000047794776],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99420077,0.00020183204,0.0047586476,0.00043185955,0.00015676316,0.0002501456],"domain_scores_gemma":[0.9941357,0.0002024798,0.0039371015,0.0009831997,0.0006897919,0.000051747964],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01094584,0.00014753254,0.0007415526,0.0006698086,0.00021634485,0.00011333352,0.00044007268,0.00012357526,0.00006869828],"category_scores_gemma":[0.00706709,0.00021474999,0.00005940266,0.00040367263,0.000053560172,0.0012290452,0.00010113505,0.00014628569,0.00005091306],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012592642,0.000028324957,0.8805388,0.00088738947,0.000034497807,3.086595e-7,0.022767141,0.00021284947,0.00019205349,0.094017565,0.00037994634,0.0009284928],"study_design_scores_gemma":[0.00072161877,0.000040418934,0.97095656,0.0004213499,0.0000036006838,2.7112193e-7,0.017936854,0.00021193366,0.00028228856,0.0016718669,0.0074758925,0.00027735325],"about_ca_topic_score_codex":0.0054231365,"about_ca_topic_score_gemma":0.0012726925,"teacher_disagreement_score":0.0923457,"about_ca_system_score_codex":0.00044480176,"about_ca_system_score_gemma":0.00022160597,"threshold_uncertainty_score":0.8757251},"labels":[],"label_agreement":null},{"id":"W2731472458","doi":"10.1093/geroni/igx004.2688","title":"PRESIDENTIAL SYMPOSIUM: COLLABORATIVE URBANISM AND COPRODUCTION: GLOBAL PERSPECTIVES ON BUILDING AGE-FRIENDLY COMMUNITIES","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Coproduction; Presidential system; Urbanism; Political science; Environmental planning; Environmental ethics; Architectural engineering; Engineering; Geography; Public relations; Architecture; Archaeology; Politics; Law","score_opus":0.022013300247505058,"score_gpt":0.33750653877772235,"score_spread":0.31549323853021727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2731472458","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.969479,0.00021566729,0.00040695965,0.005381838,0.0005814812,0.00022156688,0.000006537386,0.000061734754,0.023645164],"genre_scores_gemma":[0.99794865,0.00026091823,0.0005223995,0.00006237994,0.0005625464,0.000021990643,0.0000034721998,0.000005759083,0.0006119058],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99898136,0.00014199431,0.00022923501,0.00019865794,0.00026538695,0.00018338824],"domain_scores_gemma":[0.99906045,0.000058934384,0.00025064356,0.00021328656,0.0003971395,0.00001951847],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00072635955,0.00010571714,0.00013374927,0.00014931851,0.0027882652,0.00058557524,0.00019500544,0.000047910704,0.000016716835],"category_scores_gemma":[0.0003098004,0.00011459778,0.000012501965,0.0003562678,0.00054897886,0.0006770558,0.0000751612,0.00013149035,0.0000019405538],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008977207,0.000021468708,0.03939246,0.0000067189694,0.000015760881,0.00000355899,0.4534371,0.000020780375,0.00008424209,0.5056158,0.0011045698,0.0002885707],"study_design_scores_gemma":[0.0010160471,0.00009341315,0.57754445,0.0002498027,0.000023355718,0.0000028592638,0.35868102,0.000065815744,0.00048065925,0.03973852,0.021635843,0.00046818436],"about_ca_topic_score_codex":0.021581,"about_ca_topic_score_gemma":0.022040848,"teacher_disagreement_score":0.53815204,"about_ca_system_score_codex":0.00017321244,"about_ca_system_score_gemma":0.000105521765,"threshold_uncertainty_score":0.99850994},"labels":[],"label_agreement":null},{"id":"W2731480933","doi":"10.1093/geroni/igx004.2607","title":"CHALLENGES AND OPPORTUNITIES OF USING SURVEILLANCE TECHNOLOGIES IN RESIDENTIAL CARE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Autonomy; Long-term care; Unintended consequences; Observational study; Intervention (counseling); Assisted living; Internet privacy; Aging in place; Affect (linguistics); Nursing; Medicine; Public relations; Psychology; Business; Gerontology; Computer science; Political science","score_opus":0.2179838949309561,"score_gpt":0.43893339947104915,"score_spread":0.22094950454009304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2731480933","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98993886,0.003217555,0.000017955213,0.0030938876,0.00037073952,0.00012282113,0.0000024441756,0.00003348964,0.003202235],"genre_scores_gemma":[0.9986553,0.0010864016,0.0001671187,0.0000096589465,0.00003642967,0.000008284342,0.0000034004613,0.000005758616,0.000027638735],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99926203,0.00005630816,0.00035491257,0.00011206304,0.00007645899,0.00013821255],"domain_scores_gemma":[0.9992497,0.00006808874,0.00030280033,0.00020601787,0.00016902479,0.0000043430027],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005119858,0.000053221724,0.00014791735,0.0004757472,0.00019680947,0.000009372489,0.00009553613,0.00009068959,0.0000028422235],"category_scores_gemma":[0.00029496074,0.00005521548,0.0000058624573,0.00012516625,0.00007700431,0.000144914,0.00009523,0.00017226656,2.7274578e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028816843,0.000010846242,0.7123408,0.0007682804,0.0000048507095,0.000013578631,0.040400375,0.000007275831,0.0011484784,0.016504632,0.000084268715,0.22868784],"study_design_scores_gemma":[0.000512206,0.000009549148,0.80069447,0.00072366087,0.000001531569,8.791974e-7,0.19424652,0.00003383002,0.00028758138,0.0027992586,0.0006034421,0.00008706869],"about_ca_topic_score_codex":0.0007125627,"about_ca_topic_score_gemma":0.0014256927,"teacher_disagreement_score":0.22860077,"about_ca_system_score_codex":0.000058241516,"about_ca_system_score_gemma":0.00007968175,"threshold_uncertainty_score":0.2251622},"labels":[],"label_agreement":null},{"id":"W2731494775","doi":"10.1093/geroni/igx004.4066","title":"EMPLOYMENT OUTCOMES OF CAREGIVING ACROSS THE COUNTRIES: A REVIEW AND ANALYSIS","year":2017,"lang":"en","type":"review","venue":"Innovation in Aging","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Socioeconomic status; China; Demographic economics; Political science; Geography; Psychology; Demography; Sociology; Economics; Population","score_opus":0.07054871389786109,"score_gpt":0.4372662532729525,"score_spread":0.3667175393750914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2731494775","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0001074478,0.9972265,0.00020353877,0.00079751096,0.00020002983,0.00041967435,0.000046594334,0.000009025423,0.0009896939],"genre_scores_gemma":[0.0011008014,0.9976118,0.000027258344,0.00034030198,0.000054730248,0.000077435354,0.000047515714,0.000010106126,0.0007300423],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982333,0.00018576116,0.0008337495,0.00021376305,0.0003438632,0.00018955473],"domain_scores_gemma":[0.9980914,0.00026728451,0.0009754849,0.00030572692,0.00034672956,0.000013358273],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003027925,0.00015469467,0.001001131,0.0002833124,0.0005301714,0.00017520241,0.00038034498,0.00009004118,0.000019603463],"category_scores_gemma":[0.00057932816,0.00010927423,0.0001755862,0.0014005883,0.00018211211,0.00012861796,0.000109101886,0.00017714498,0.0000011163727],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[4.5429994e-7,0.0000195775,0.029099064,0.016254952,0.0014476607,0.0000039850647,0.01675066,0.000013746175,8.000436e-8,0.17805503,0.00050713314,0.75784767],"study_design_scores_gemma":[0.00002574962,0.0000018381886,0.0007447566,0.009268485,0.0006550504,3.4433006e-7,0.00068555813,0.000012518839,1.722666e-8,0.00008734586,0.98838305,0.00013530628],"about_ca_topic_score_codex":0.0013723705,"about_ca_topic_score_gemma":0.003583421,"teacher_disagreement_score":0.9878759,"about_ca_system_score_codex":0.00018799059,"about_ca_system_score_gemma":0.0002624379,"threshold_uncertainty_score":0.4456074},"labels":[],"label_agreement":null},{"id":"W2731515748","doi":"10.1093/geroni/igx004.4153","title":"BUILDING A THEORETICAL FOUNDATION FOR COMMUNICATIVELY-DRIVEN CULTURE CHANGE IN LONG-TERM CARE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Cultural Competency in Health Care","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Autonomy; Grassroots; Participatory action research; Communicative action; Public relations; Neutrality; Action (physics); Sociology; Citizen journalism; Relevance (law); Power (physics); Psychology; Political science; Environmental ethics; Engineering ethics; Politics; Social science; Law; Engineering","score_opus":0.09945694434631532,"score_gpt":0.4540984177198273,"score_spread":0.354641473373512,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2731515748","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9814538,0.00017100606,0.00080965605,0.010344278,0.00053125725,0.0013239423,0.000007600376,0.0000579578,0.0053005037],"genre_scores_gemma":[0.99607986,0.000052200143,0.0029390631,0.0003160138,0.0002824772,0.0002504638,0.000053303665,0.000008531395,0.000018101086],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99888027,0.00013505583,0.00033520442,0.00018812502,0.00019634332,0.00026502158],"domain_scores_gemma":[0.9988499,0.000120645585,0.00026071354,0.00026266914,0.00048208438,0.00002397482],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00076024426,0.00008631652,0.0001318927,0.00017319465,0.000988737,0.0002049579,0.0005141274,0.00009995703,0.000028556284],"category_scores_gemma":[0.0010659819,0.00008570233,0.000023316354,0.00044849122,0.00028484513,0.000615747,0.00009823654,0.00023435084,0.0000029579649],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007448183,0.000008698318,0.2220655,0.000062634004,0.0000015056975,0.000001154095,0.08514701,0.000002063626,0.00017398079,0.6682335,0.000009576767,0.024286926],"study_design_scores_gemma":[0.0010783657,0.00004334479,0.94214296,0.0012388264,0.0000059885724,9.182787e-7,0.017772028,0.00048660717,0.0002260079,0.030583376,0.0060769385,0.00034463906],"about_ca_topic_score_codex":0.0014265392,"about_ca_topic_score_gemma":0.008851144,"teacher_disagreement_score":0.72007746,"about_ca_system_score_codex":0.0004884176,"about_ca_system_score_gemma":0.00008096544,"threshold_uncertainty_score":0.7604665},"labels":[],"label_agreement":null},{"id":"W2731535879","doi":"10.1093/geroni/igx004.1110","title":"RECOMMENDATIONS FOR THE MANAGEMENT OF OLDER PATIENTS VISITING EMERGENCY DEPARTMENT AND RISK OF DEATH","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health and Well-being Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Emergency department; Geriatrics; Hazard ratio; Proportional hazards model; Intervention (counseling); Gerontology; Mortality rate; Emergency medicine; Internal medicine; Confidence interval; Nursing; Psychiatry","score_opus":0.051560005976511634,"score_gpt":0.39756799877476867,"score_spread":0.34600799279825706,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2731535879","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9887185,0.00009254078,0.0053958255,0.0015555865,0.00048697437,0.0004200451,0.000018963234,0.0000048281267,0.0033067027],"genre_scores_gemma":[0.99841183,0.00017629757,0.0011360594,0.00005799957,0.000020830452,0.00009501791,0.0000106088,0.000004349382,0.00008697592],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99934703,0.000022258922,0.00038548658,0.0000925911,0.000051406747,0.00010123695],"domain_scores_gemma":[0.99921924,0.00006933624,0.00042757305,0.00016563412,0.00011312901,0.000005115446],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005483289,0.000043032804,0.000073461226,0.00007597803,0.00026811243,0.0000055390024,0.00006962844,0.000014742352,0.000022054348],"category_scores_gemma":[0.00005219127,0.00003488287,0.000010665962,0.000099630306,0.000017018721,0.00004051247,0.00004175686,0.000041102652,6.843836e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000074406084,0.0000397964,0.8549523,0.000073932875,0.00007589424,8.240645e-8,0.0017771522,0.0000026534658,0.00000143141,0.022143563,0.0008208081,0.12010498],"study_design_scores_gemma":[0.00056374684,0.000017954208,0.99460316,0.000069802336,0.000019366164,4.3123105e-8,0.0006476676,0.000046931364,0.000029163064,0.0014567577,0.0025131868,0.000032218406],"about_ca_topic_score_codex":0.00018430637,"about_ca_topic_score_gemma":0.000014090565,"teacher_disagreement_score":0.1396509,"about_ca_system_score_codex":0.000011548029,"about_ca_system_score_gemma":0.0000032174235,"threshold_uncertainty_score":0.20621312},"labels":[],"label_agreement":null},{"id":"W2731542435","doi":"10.1093/geroni/igx004.4097","title":"DO WE NEED A GLOBAL DEMENTIA-FRIENDLY SYMBOL?","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Symbol (formal); Dementia; Psychology; Medicine; Computer science; Pathology","score_opus":0.03283380589205133,"score_gpt":0.37320255439753275,"score_spread":0.34036874850548143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2731542435","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9445032,0.00011753143,0.0021143535,0.00733283,0.00079560216,0.000296071,0.0000032744601,0.000041533032,0.044795606],"genre_scores_gemma":[0.99848217,0.000024114344,0.00044825624,0.00024983296,0.0003832812,0.000034656605,0.000014225445,0.000008032296,0.00035540853],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99876195,0.000022269402,0.0003093879,0.0002148393,0.00041459987,0.00027695872],"domain_scores_gemma":[0.9991587,0.000017480854,0.00013079602,0.00031251414,0.00034187676,0.000038622708],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061143684,0.00009236335,0.00013075848,0.00023940885,0.00018921953,0.00018206106,0.00014858233,0.000044984885,0.00029398498],"category_scores_gemma":[0.00037980897,0.000087995046,0.00002474188,0.00054851733,0.00006785603,0.00025674287,0.000116674884,0.00016177795,0.00006956846],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004464063,0.00009161638,0.9154354,0.00004647664,0.000044694418,0.00005867693,0.0001106598,4.0604573e-7,0.0026517324,0.0066919737,0.0023612273,0.07246254],"study_design_scores_gemma":[0.002504713,0.00009759622,0.9769274,0.00032003844,0.000025810645,0.000011439495,0.0006612446,0.0001472955,0.0023438218,0.0024451967,0.014400717,0.000114720264],"about_ca_topic_score_codex":0.000061633844,"about_ca_topic_score_gemma":0.000009126042,"teacher_disagreement_score":0.07234781,"about_ca_system_score_codex":0.00009052785,"about_ca_system_score_gemma":0.000100744524,"threshold_uncertainty_score":0.35883337},"labels":[],"label_agreement":null},{"id":"W2731555074","doi":"10.1093/geroni/igx004.5096","title":"HIGH QUALITY OF LIFE FOR ELDERLY CARE CENTER RESIDENTS: REALISTIC VISION AND TESTED CARE STRATEGIES","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Healthcare Systems and Public Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dignity; Autonomy; Workforce; Nursing; Quality of life (healthcare); Gerontology; Ethos; Psychology; Medicine; Political science","score_opus":0.08464798528496312,"score_gpt":0.4497339711033182,"score_spread":0.36508598581835505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2731555074","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9917676,0.00020002495,0.00073145743,0.005321699,0.0002555339,0.0006104491,0.000070236405,0.000023389217,0.0010196352],"genre_scores_gemma":[0.99862456,0.000012132585,0.0006077878,0.00033855002,0.0001585066,0.000025026458,0.00019296019,0.000011914222,0.000028580609],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99851435,0.00009222524,0.00082274695,0.00019614953,0.00019884796,0.00017570096],"domain_scores_gemma":[0.99792165,0.00010261549,0.00046315035,0.0003412144,0.0011095406,0.00006180677],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010075702,0.000088635235,0.00031170074,0.00023243252,0.00017067397,0.00007975974,0.00006689656,0.00009513167,0.000003930035],"category_scores_gemma":[0.001483146,0.00007778386,0.000016834398,0.00018481855,0.00004361241,0.0002378076,0.000024614588,0.0001300582,3.2767042e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013554763,0.000038816026,0.87011033,0.012639332,0.000017122793,0.0000041784606,0.011237779,0.0000042622332,0.00094012613,0.042649463,0.00049375754,0.061729286],"study_design_scores_gemma":[0.0019987386,0.0001942369,0.9795159,0.001208547,0.000003402785,0.0000017707539,0.015310378,0.000019582287,0.000056144992,0.00051380135,0.0011024756,0.000075023665],"about_ca_topic_score_codex":0.023617998,"about_ca_topic_score_gemma":0.002051216,"teacher_disagreement_score":0.10940557,"about_ca_system_score_codex":0.00011056771,"about_ca_system_score_gemma":0.0006611884,"threshold_uncertainty_score":0.9828838},"labels":[],"label_agreement":null},{"id":"W2731571393","doi":"10.1093/geroni/igx004.1185","title":"MULTIMORBIDITY AND LONELINESS AMONG CANADIAN OLDER ADULTS: THE MEDIATING EFFECT OF PAIN PERCEPTION","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Loneliness; Association (psychology); Feeling; UCLA Loneliness Scale; Psychology; Marital status; Perception; Multimorbidity; Clinical psychology; Scale (ratio); Quality of life (healthcare); Medicine; Gerontology; Comorbidity; Psychiatry; Social psychology; Population; Environmental health","score_opus":0.01201580805998466,"score_gpt":0.29725224914094006,"score_spread":0.2852364410809554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2731571393","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9974539,0.000021297277,0.00019705262,0.0014971176,0.00024212107,0.00034196582,0.0000031884108,0.000009295543,0.00023401077],"genre_scores_gemma":[0.9994417,0.000007831444,0.00017484583,0.00018047178,0.00011754887,0.000020658508,0.000023054008,0.000006734356,0.000027186989],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99929726,0.00009106667,0.0002818996,0.00011348039,0.00011385478,0.00010241603],"domain_scores_gemma":[0.9991384,0.00032793276,0.00017294269,0.00018265417,0.00014999804,0.00002807743],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018506083,0.000064512016,0.00013256709,0.00025615303,0.0001505725,0.000024701936,0.00005051958,0.000053440486,0.000024577967],"category_scores_gemma":[0.003298107,0.000044201588,0.00001958709,0.00018537926,0.00010766887,0.00012094722,0.000013972783,0.00013939283,0.0000010950106],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013163281,0.000005458654,0.93702567,0.0001492688,0.000004571393,0.0000013889126,0.0014119348,0.0000075170574,0.00076230854,0.00001543496,0.000049701717,0.0605536],"study_design_scores_gemma":[0.00094580575,0.000032249696,0.98911774,0.00050293165,0.000006298054,0.0000018152818,0.00096987496,0.007988031,0.00034595618,0.000008552719,0.0000373435,0.000043392964],"about_ca_topic_score_codex":0.030813154,"about_ca_topic_score_gemma":0.008393508,"teacher_disagreement_score":0.060510203,"about_ca_system_score_codex":0.00006979046,"about_ca_system_score_gemma":0.00004782508,"threshold_uncertainty_score":0.9756408},"labels":[],"label_agreement":null},{"id":"W2731574244","doi":"10.1093/geroni/igx004.1069","title":"GENDER AND OSTEOPOROSIS SELF-EFFICACY AMONG OLDER ADULTS PRESENTING FOR BONE DENSITY TESTING","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Bone health and osteoporosis research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Osteoporosis; Medicine; Factorial analysis; Scale (ratio); Gerontology; Densitometry; Physical therapy; Internal medicine","score_opus":0.06051155245404941,"score_gpt":0.3595373860423712,"score_spread":0.29902583358832174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2731574244","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9964707,0.000065136584,0.00019669172,0.0008823469,0.00010761388,0.0010880401,0.0000019939014,0.000076158874,0.0011113492],"genre_scores_gemma":[0.99139017,0.000007968659,0.007897085,0.00029558368,0.00018659663,0.00007668282,0.000019533634,0.000024990326,0.00010137679],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998404,0.000024996169,0.00053435215,0.0003488095,0.00026391406,0.00042388958],"domain_scores_gemma":[0.9983728,0.00024513862,0.0003185714,0.00034997787,0.0006221967,0.00009134959],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001160002,0.00012302698,0.00024096871,0.00033631746,0.0005814312,0.00013310488,0.000080075064,0.000097607546,0.0000073935275],"category_scores_gemma":[0.0031122246,0.00012291879,0.000022624896,0.0003928636,0.00007361131,0.0002921999,0.00011911435,0.00029236404,0.0000023452142],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004673082,0.00010972355,0.97040343,0.000729536,0.000009673286,0.000014234189,0.001909193,0.000001168567,0.0013193332,0.00013549901,0.00015190471,0.025169551],"study_design_scores_gemma":[0.0034057423,0.00003521562,0.9886026,0.0004889605,0.000012760843,0.000019788144,0.00049587025,0.004866149,0.0017573292,0.000088126806,0.00011335773,0.000114100694],"about_ca_topic_score_codex":0.000355953,"about_ca_topic_score_gemma":0.000045039094,"teacher_disagreement_score":0.025055451,"about_ca_system_score_codex":0.00006996607,"about_ca_system_score_gemma":0.00012091994,"threshold_uncertainty_score":0.5012483},"labels":[],"label_agreement":null},{"id":"W2731598255","doi":"10.1093/geroni/igx004.4879","title":"THE TREAT SCALE: A REFLEXIVE TOOL FOR TRANSDISCIPLINARY WORKING IN AGING AND TECHNOLOGY RESEARCH","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University; Public Health Ontario; Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"","keywords":"Reflexivity; Bridging (networking); Scale (ratio); Presentation (obstetrics); Popularity; Knowledge management; Transdisciplinarity; Action research; Psychology; Engineering ethics; Sociology; Computer science; Engineering; Medicine; Pedagogy; Social science; Social psychology","score_opus":0.08994506573676721,"score_gpt":0.43949253925870607,"score_spread":0.3495474735219389,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2731598255","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92185116,0.00014380664,0.00020283446,0.073666446,0.00012409157,0.00055509264,8.032593e-7,0.000098334356,0.003357451],"genre_scores_gemma":[0.9983285,0.000076219214,0.0008729307,0.000032956064,0.00007798152,0.00021612874,0.0000012621186,0.000011258349,0.00038276304],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99854785,0.00010109639,0.0003349212,0.0003041588,0.00021407042,0.0004979281],"domain_scores_gemma":[0.99881864,0.00043652562,0.0001320495,0.0003508911,0.0002498334,0.0000120385985],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004561649,0.00008079691,0.00012379298,0.0010060598,0.0026201135,0.00023606002,0.0005650829,0.00019543433,0.0000014416352],"category_scores_gemma":[0.001592833,0.00007315467,0.000009827344,0.0021568965,0.0011802006,0.0002974127,0.00016413015,0.00050357345,0.000001292123],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031541862,0.000025797417,0.46048826,0.000017455935,0.0000053931763,0.000012293766,0.044873837,0.00000263516,0.0014648422,0.17390378,0.00013439861,0.31903976],"study_design_scores_gemma":[0.0029389914,0.00008687281,0.2603633,0.001339,0.0000073123547,0.000007485213,0.13649538,0.0006648451,0.0040423363,0.5686682,0.024894321,0.0004919595],"about_ca_topic_score_codex":0.00030476306,"about_ca_topic_score_gemma":0.0129862055,"teacher_disagreement_score":0.3947644,"about_ca_system_score_codex":0.00019679019,"about_ca_system_score_gemma":0.00012674199,"threshold_uncertainty_score":0.9986783},"labels":[],"label_agreement":null},{"id":"W2731599044","doi":"10.1093/geroni/igx004.3720","title":"NON-GOVERNMENTAL ORGANIZATIONS AND VOLUNTEER ACTIONS TO COUNTER ELDER ABUSE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Agency (philosophy); Public relations; Government (linguistics); Work (physics); Focus group; Political science; Psychology; Business; Sociology; Engineering; Marketing","score_opus":0.02453804617987145,"score_gpt":0.33890717816298066,"score_spread":0.31436913198310923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2731599044","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9668256,0.000006928048,0.0013283486,0.0022691225,0.00025691796,0.00013254592,0.0000022558906,0.000025154553,0.029153112],"genre_scores_gemma":[0.9974223,0.000042869182,0.00024661765,0.0008046797,0.00011214697,0.000011903382,0.000002346321,0.000007641572,0.0013495267],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994418,0.000011256178,0.00014044148,0.00012377396,0.00015016255,0.00013255332],"domain_scores_gemma":[0.9996152,0.000018233679,0.00006954574,0.00013561799,0.00013647894,0.000024949559],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019538908,0.00004929138,0.000053509306,0.00013468954,0.0008051241,0.00017930866,0.000121697936,0.000036514535,0.00015740801],"category_scores_gemma":[0.0001230816,0.000055067343,0.0000053745994,0.00055272976,0.00006312198,0.0004618062,0.000032696273,0.0000753809,0.000030485815],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000049608398,0.000062160674,0.8702369,0.0000055637915,0.000013706639,0.0000037872783,0.09148532,0.000004712298,0.0057830703,0.024927592,0.004921468,0.0025508038],"study_design_scores_gemma":[0.0008967722,0.00003370648,0.8241549,0.0003733753,0.000016462096,0.000002896239,0.03071626,0.00013249795,0.0064572664,0.0017367841,0.13501328,0.00046575695],"about_ca_topic_score_codex":0.0020996572,"about_ca_topic_score_gemma":0.0060808235,"teacher_disagreement_score":0.13009182,"about_ca_system_score_codex":0.00013402606,"about_ca_system_score_gemma":0.000047383553,"threshold_uncertainty_score":0.6192445},"labels":[],"label_agreement":null},{"id":"W2731609119","doi":"10.1093/geroni/igx004.878","title":"FRAILTY PREVENTION IN AT-RISK OLDER ADULTS IN THE PRIMARY CARE AND COMMUNITY SETTING","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Fraser Health","funders":"","keywords":"Coaching; Health coaching; Medicine; Psychological intervention; Gerontology; Intervention (counseling); Primary care; Family medicine; Physical therapy; Nursing; Psychology","score_opus":0.02991742425618081,"score_gpt":0.3223444926237911,"score_spread":0.2924270683676103,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2731609119","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9934993,0.00014057817,0.000047796275,0.0016347119,0.00008370783,0.00058381696,0.000005107982,0.000020028643,0.003984999],"genre_scores_gemma":[0.99849516,0.000024269528,0.0006796529,0.00048800334,0.000046799814,0.000047633494,0.00012772655,0.000012277461,0.00007846483],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987017,0.00028636138,0.0004596441,0.00016993034,0.00020148873,0.00018088221],"domain_scores_gemma":[0.998846,0.00020453619,0.00027956004,0.000545429,0.00011143088,0.000013067421],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016791897,0.00010834122,0.00016578774,0.00031066567,0.00034299417,0.000053361022,0.00018298111,0.00008342378,0.000007891211],"category_scores_gemma":[0.0009613599,0.00009521248,0.000015257412,0.0004038736,0.00007211513,0.00026476578,0.00015725924,0.0009477377,0.0000026794696],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003799084,0.000080861486,0.8574992,0.00031893663,0.000003329758,0.000012331458,0.037595183,0.000007310968,0.0002679416,0.000039890558,0.000069664165,0.10406737],"study_design_scores_gemma":[0.003248328,0.000043413565,0.98496664,0.002425745,0.0000055405026,0.000013672254,0.00827816,0.00024988202,0.00022928044,0.00030756602,0.00014141448,0.000090371745],"about_ca_topic_score_codex":0.0020589316,"about_ca_topic_score_gemma":0.0039303317,"teacher_disagreement_score":0.12746744,"about_ca_system_score_codex":0.0002715619,"about_ca_system_score_gemma":0.00004598632,"threshold_uncertainty_score":0.41175014},"labels":[],"label_agreement":null},{"id":"W2731621610","doi":"10.1093/geroni/igx004.5151","title":"NEW COMMUNICATION TECHNOLOGIES FOR ENGAGING OLDER PATIENTS, FAMILIES, AND CAREGIVERS IN HEALTHCARE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; University of Toronto","funders":"","keywords":"Usability; Strengths and weaknesses; Health care; Social media; Inclusion (mineral); Information and Communications Technology; Grey literature; The Internet; Internet privacy; Psychology; Medicine; MEDLINE; World Wide Web; Computer science; Social psychology; Political science","score_opus":0.029123317816870293,"score_gpt":0.33021456731130866,"score_spread":0.3010912494944384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2731621610","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.938393,0.00025422784,0.0008904878,0.05854064,0.00015867375,0.0006582445,0.0000036536146,0.00026805876,0.00083304837],"genre_scores_gemma":[0.9959032,0.00019794493,0.0036609035,0.0001080178,0.0000113650985,0.000047159858,0.000011996109,0.0000073581427,0.00005207042],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99917686,0.00004628852,0.00025361317,0.0001904279,0.00011240236,0.00022039146],"domain_scores_gemma":[0.9991499,0.00010202828,0.00021899016,0.00035367536,0.00016388312,0.000011476068],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00064383453,0.00007210393,0.000109112894,0.0005311071,0.000734695,0.00009223067,0.00041410717,0.0001465964,0.0000010081523],"category_scores_gemma":[0.0014162738,0.000085853244,0.0000067002225,0.0005003592,0.00023099694,0.00046810607,0.00013499736,0.00024962652,5.254612e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000027462704,0.000007890918,0.6539614,0.000016110142,0.0000016392424,2.905987e-7,0.01569729,0.0000011202968,0.00001546818,0.08951134,0.00026774558,0.24051692],"study_design_scores_gemma":[0.0024005773,0.000023619043,0.8364796,0.00042007718,0.0000031528007,2.3096185e-7,0.08413955,0.00008275435,0.0003864962,0.05616356,0.019621167,0.00027920463],"about_ca_topic_score_codex":0.016422428,"about_ca_topic_score_gemma":0.024939016,"teacher_disagreement_score":0.24023771,"about_ca_system_score_codex":0.0001987171,"about_ca_system_score_gemma":0.00010754374,"threshold_uncertainty_score":0.9928533},"labels":[],"label_agreement":null},{"id":"W2731637870","doi":"10.1093/geroni/igx004.1823","title":"COMMUNITY MANAGEMENT OF CHRONIC DISEASE: AN ALTERNATIVE MODEL FOR SENIORS WITH MULTIPLE MORBIDITIES","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University","funders":"","keywords":"Mentorship; Context (archaeology); Gerontology; Medicine; Scale (ratio); Disease; Guideline; Cognitive decline; Psychology; Medical education","score_opus":0.09443599777581921,"score_gpt":0.3771258830875844,"score_spread":0.2826898853117652,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2731637870","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95647854,0.000029541045,0.038655337,0.00064047304,0.0000633974,0.00078401546,0.000034518103,0.00004097365,0.0032731784],"genre_scores_gemma":[0.996974,0.000014458389,0.0019858824,0.000063240055,0.000047606394,0.00013542033,0.00016353537,0.00001764244,0.00059819734],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99924284,0.000019373336,0.00025682474,0.00014164005,0.0001905408,0.00014879805],"domain_scores_gemma":[0.99893874,0.00002211012,0.00024777467,0.00060752,0.00015471116,0.000029142559],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002986019,0.00010512157,0.00014913506,0.00020503128,0.00020421982,0.000049799335,0.000196925,0.000014301722,0.000009701312],"category_scores_gemma":[0.000036079728,0.00009783698,0.00002029576,0.000135582,0.0001383693,0.00037804848,0.00009552188,0.00010797826,5.10147e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023890347,0.0026535504,0.25626963,0.01493025,0.0010744262,0.00014980181,0.008488183,0.21299264,0.0010029289,0.45415372,0.001130991,0.04476484],"study_design_scores_gemma":[0.0049601495,0.00012967583,0.23129168,0.0012011991,0.00010431138,5.83777e-7,0.003637446,0.7510524,0.00041671743,0.0068714833,0.00016397114,0.0001704208],"about_ca_topic_score_codex":0.00023582365,"about_ca_topic_score_gemma":0.00014999318,"teacher_disagreement_score":0.5380597,"about_ca_system_score_codex":0.00018356732,"about_ca_system_score_gemma":0.000094353105,"threshold_uncertainty_score":0.39896762},"labels":[],"label_agreement":null},{"id":"W2731661167","doi":"10.1093/geroni/igx004.2153","title":"DEMENTIA WORKFORCE EDUCATION: DOES IT CHANGE PRACTICE?","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health and Well-being Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Royal University; University of Calgary","funders":"","keywords":"Workforce; Dementia; Thematic analysis; Inclusion (mineral); Nursing; Psychology; Workforce development; Medical education; Medicine; Qualitative research; Political science","score_opus":0.08967322567939587,"score_gpt":0.4464798411535103,"score_spread":0.3568066154741144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2731661167","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23651755,0.0010413292,0.00072125334,0.21963358,0.009203323,0.00059402426,0.000002323404,0.00009091046,0.53219575],"genre_scores_gemma":[0.97985965,0.000040990126,0.0006499087,0.015342415,0.0008449709,0.00021591288,0.00000845671,0.000010622074,0.0030270612],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990775,0.00004922859,0.00034348958,0.00019341387,0.00010297991,0.00023337048],"domain_scores_gemma":[0.9989805,0.00008395289,0.0003599651,0.00036739462,0.00019109374,0.000017077771],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007628488,0.00007917188,0.00009361277,0.00020200857,0.00039747165,0.00008799673,0.00016132618,0.00005148416,0.00019501554],"category_scores_gemma":[0.0005185813,0.000070664915,0.000010117206,0.00028376438,0.000040832358,0.0003989008,0.000047238194,0.00016168672,0.00015888028],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023352712,0.00015321442,0.40447912,0.00004812667,0.00004515854,0.000011532865,0.020332998,5.544911e-7,0.000017498582,0.15876997,0.03186939,0.3842491],"study_design_scores_gemma":[0.0003234779,0.000011503762,0.30816215,0.00013412262,0.000009156109,0.000004774208,0.004147745,0.000005303144,0.000024156854,0.0018937996,0.6851671,0.0001167591],"about_ca_topic_score_codex":0.0007392936,"about_ca_topic_score_gemma":0.00010583263,"teacher_disagreement_score":0.7433421,"about_ca_system_score_codex":0.000041087547,"about_ca_system_score_gemma":0.000060070397,"threshold_uncertainty_score":0.30570707},"labels":[],"label_agreement":null},{"id":"W2731699780","doi":"10.1093/geroni/igx004.3047","title":"AGE DIFFERENCES IN AFFECTIVE AND BIOLOGICAL CORRELATES OF MOMENTARY SOLITUDE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Solitude; Affect (linguistics); Arousal; Psychology; Developmental psychology; Ecology; Social psychology; Biology; Psychotherapist; Communication","score_opus":0.104934894284839,"score_gpt":0.40885683756389657,"score_spread":0.3039219432790576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2731699780","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9936127,0.00010379986,0.00011342865,0.0005053062,0.00014985222,0.00009028716,0.0000014261652,0.000008652314,0.00541452],"genre_scores_gemma":[0.9996891,0.0000047468207,0.000054701148,0.00004012253,0.000015835818,0.000020675756,0.000004185407,0.0000025765632,0.00016804415],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993425,0.000087701235,0.00020358824,0.00016524993,0.000049884806,0.00015109396],"domain_scores_gemma":[0.9995515,0.0001656249,0.00010490371,0.00014251306,0.000026788588,0.00000871221],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050058425,0.000055302058,0.00014908164,0.0002513803,0.00006192106,0.000016069109,0.0001206231,0.000072223054,0.000049426795],"category_scores_gemma":[0.00014268431,0.000046629968,0.0000067144992,0.00014330685,0.00024837462,0.00006025602,0.00006863584,0.00020002955,0.000003710802],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025152682,0.00004566834,0.97585654,0.0000055213322,0.000010475636,0.00002664386,0.003848919,2.7516438e-7,0.00022982879,0.014022435,0.000026841692,0.005901721],"study_design_scores_gemma":[0.00046108323,0.00004054533,0.99258214,0.00004108814,7.4103224e-7,0.0000031311574,0.0014999652,0.000044651308,0.00006467767,0.0052082543,0.000007432977,0.000046297555],"about_ca_topic_score_codex":0.0007123672,"about_ca_topic_score_gemma":0.00014448848,"teacher_disagreement_score":0.016725615,"about_ca_system_score_codex":0.00001757587,"about_ca_system_score_gemma":0.0000069419298,"threshold_uncertainty_score":0.1901515},"labels":[],"label_agreement":null},{"id":"W2731779266","doi":"10.1093/geroni/igx004.4878","title":"KNOWLEDGE TRANSLATION: INTEGRATING AGING RESEARCH AND INNOVATION INTO POLICY AND PRACTICE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Victoria; Simon Fraser University","funders":"","keywords":"Commercialization; Knowledge translation; Implementation research; Critical mass (sociodynamics); Knowledge management; Political science; Engineering ethics; Sociology; Engineering; Computer science; Psychology; Psychological intervention; Social science","score_opus":0.3436257250376173,"score_gpt":0.5707530067389848,"score_spread":0.22712728170136748,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2731779266","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6776901,0.0011201,0.002835419,0.028252954,0.0003211376,0.000323443,0.0000010212035,0.000060942108,0.28939492],"genre_scores_gemma":[0.9934273,0.0000143220195,0.0030423652,0.00032376888,0.0003681121,0.00006722626,0.000011760659,0.000019719075,0.0027254547],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99803877,0.00040376533,0.000521066,0.00043209633,0.00021821982,0.0003860759],"domain_scores_gemma":[0.9970456,0.0012142387,0.00023709302,0.00041445065,0.0010567465,0.000031919193],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0063046413,0.00012817085,0.00016444892,0.002728968,0.00096949533,0.00035765584,0.00022193378,0.00014869822,0.000023033961],"category_scores_gemma":[0.00557289,0.00013433519,0.0000070194524,0.0025907585,0.00046624523,0.00078331557,0.00015383677,0.0008331591,0.000019314557],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004187452,0.00006003184,0.029385483,0.000042264284,0.000015303145,0.000010651606,0.024357773,2.1090395e-7,0.0007983743,0.51893103,0.00029235648,0.42606464],"study_design_scores_gemma":[0.008346462,0.0006082803,0.38677648,0.0021467872,0.00003227521,0.0008876679,0.1580855,0.0035137828,0.0013539841,0.25142062,0.18520674,0.0016214224],"about_ca_topic_score_codex":0.0017783046,"about_ca_topic_score_gemma":0.00028923398,"teacher_disagreement_score":0.42444324,"about_ca_system_score_codex":0.00010998078,"about_ca_system_score_gemma":0.0002221832,"threshold_uncertainty_score":0.7456672},"labels":[],"label_agreement":null},{"id":"W2731795974","doi":"10.1093/geroni/igx004.2077","title":"ATROPHY OF THE ENTORHINAL CORTEX IS RELATED TO INCREASED DUAL-TASK GAIT COST AMONG MCI OLDER ADULTS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Cardiovascular Disease and Adiposity","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Parkwood Institute; Lawson Health Research Institute; Western University","funders":"","keywords":"Entorhinal cortex; Gait; Physical medicine and rehabilitation; Dementia; Cognition; Atrophy; Prefrontal cortex; Effects of sleep deprivation on cognitive performance; Cognitive decline; Psychology; Medicine; Neuroscience; Hippocampus; Internal medicine; Disease","score_opus":0.008103634193673773,"score_gpt":0.2636752972971733,"score_spread":0.25557166310349955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2731795974","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9964172,0.000052020147,0.000054940534,0.0010895162,0.00019173918,0.0005443646,0.000013628107,0.000019834386,0.0016167291],"genre_scores_gemma":[0.998974,0.0000029497103,0.000050320894,0.0006648155,0.00006400056,0.000016571646,0.00002437815,0.00001305621,0.00018988962],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988276,0.000028589891,0.0003679914,0.00022289183,0.00038974517,0.00016322963],"domain_scores_gemma":[0.99869645,0.000013081871,0.00022002702,0.00071621046,0.00029526665,0.000058956335],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040127363,0.00009808903,0.00020316655,0.0002538497,0.00018871248,0.000039569553,0.00014658783,0.000053677337,0.000050843653],"category_scores_gemma":[0.00027499348,0.00008106497,0.000103631966,0.00075691886,0.00012316249,0.0001502366,0.00011450607,0.0001950861,0.00000933939],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014283121,0.00009306145,0.9649228,0.00008375334,0.00014553758,0.00003818492,0.0012432289,0.000008280575,0.02576614,0.0004320643,0.0004651916,0.006658957],"study_design_scores_gemma":[0.002062254,0.000013042622,0.98587316,0.0007355669,0.00008752205,0.0000107642345,0.00010963693,0.00018096152,0.0102875875,0.000039522623,0.0005147221,0.000085265274],"about_ca_topic_score_codex":0.0007116784,"about_ca_topic_score_gemma":0.000010681783,"teacher_disagreement_score":0.020950384,"about_ca_system_score_codex":0.00007184821,"about_ca_system_score_gemma":0.00010789564,"threshold_uncertainty_score":0.33057338},"labels":[],"label_agreement":null},{"id":"W2731797976","doi":"10.1093/geroni/igx004.3981","title":"OLDER ADULTS AS AGENTS OF NEIGHBOURHOOD CHANGE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University","funders":"","keywords":"Neighbourhood (mathematics); Social connectedness; Sociology; Psychology; Public relations; Sense of community; Narrative; Social psychology; Political science","score_opus":0.11890092851766274,"score_gpt":0.4647748674611706,"score_spread":0.3458739389435078,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2731797976","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9760806,0.000029385077,0.0000413205,0.00091672613,0.00062923593,0.0003232449,0.0000035939215,0.000021281947,0.021954613],"genre_scores_gemma":[0.9990183,0.000015511396,0.00004071034,0.0002835944,0.0002954171,0.00009220718,0.000010582149,0.000011532395,0.00023214614],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99905604,0.000061578525,0.00043391332,0.00011476325,0.00013839455,0.00019531502],"domain_scores_gemma":[0.9989814,0.000043554395,0.00047126575,0.00023615609,0.00025144857,0.000016183742],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004539038,0.00006255639,0.00019018524,0.00017187666,0.00045513557,0.000012195822,0.00016210656,0.00009639148,0.0005613019],"category_scores_gemma":[0.00027479738,0.000061558436,0.000013556995,0.0002477608,0.00003109958,0.00024693896,0.00008231721,0.0002044657,0.000063215906],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008511138,0.000031368734,0.82566595,0.00016519961,0.0000044211274,0.0000029373605,0.10525369,1.1559399e-7,0.000035577315,0.028110458,0.00002057158,0.040701196],"study_design_scores_gemma":[0.0007273148,0.00000650535,0.96409386,0.0008931265,0.0000015381737,1.5697774e-8,0.03256388,0.000043446253,0.00014152133,0.0011329919,0.00033033747,0.000065441374],"about_ca_topic_score_codex":0.005906557,"about_ca_topic_score_gemma":0.0011352187,"teacher_disagreement_score":0.13842793,"about_ca_system_score_codex":0.000042738986,"about_ca_system_score_gemma":0.000046935675,"threshold_uncertainty_score":0.8928987},"labels":[],"label_agreement":null},{"id":"W2731817311","doi":"10.1093/geroni/igx004.3753","title":"OLDER ADULTS AND SOCIAL ISOLATION—IS THERE STILL A ROLE FOR COMMUNITY DROP-IN SENIORS’ CENTRES?","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Saskatchewan; University of Regina","funders":"","keywords":"Attendance; Social isolation; Gerontology; Aging in place; Stigma (botany); Population; Social support; Focus group; Social Welfare; Psychology; Medicine; Sociology; Social psychology; Political science; Environmental health; Psychiatry","score_opus":0.03957001991712588,"score_gpt":0.3672401812466582,"score_spread":0.3276701613295323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2731817311","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97524595,0.00003473664,0.00015117862,0.02177131,0.00014754383,0.00027944596,0.000010679557,0.000015643895,0.0023435385],"genre_scores_gemma":[0.99794894,0.000011543126,0.00015332593,0.0015393505,0.00012044568,0.000020563517,0.000007593817,0.0000055423907,0.00019267558],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99922276,0.00010538397,0.00024232175,0.000088813795,0.000110733185,0.00022999264],"domain_scores_gemma":[0.9994582,0.00015047952,0.00016027267,0.000102136895,0.000111395086,0.000017548422],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010301544,0.00005400364,0.00010148437,0.00009686004,0.001290536,0.000152281,0.00013559005,0.00006929642,0.000031299445],"category_scores_gemma":[0.00031399404,0.000057508467,0.000012661543,0.00015828422,0.000088327724,0.00030169098,0.000038859034,0.00016371736,0.0000011728036],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011799378,0.000024251369,0.80613995,0.0000777494,0.0000019058276,3.0460407e-7,0.14918947,5.185123e-7,0.000003182627,0.028689113,0.00022092434,0.015640823],"study_design_scores_gemma":[0.0007068311,0.000003360845,0.93935204,0.00012516014,0.0000010558255,5.34654e-8,0.046873294,0.00055895443,0.0000107246115,0.004022055,0.008271065,0.00007539916],"about_ca_topic_score_codex":0.029335786,"about_ca_topic_score_gemma":0.02790976,"teacher_disagreement_score":0.13321209,"about_ca_system_score_codex":0.00008689635,"about_ca_system_score_gemma":0.00007650275,"threshold_uncertainty_score":0.99258906},"labels":[],"label_agreement":null},{"id":"W2731820877","doi":"10.1093/geroni/igx004.3945","title":"DELIBERATIVE DIALOGUES: OPPORTUNITIES FOR BRIDGING GERONTOLOGICAL RESEARCH WITH POLICY AND PRACTICE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geotourism and Geoheritage Conservation","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Bridging (networking); Psychology; Computer science; Computer security","score_opus":0.36882263484459993,"score_gpt":0.3971866028122458,"score_spread":0.028363967967645898,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2731820877","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94967324,0.000076125536,0.0030390962,0.031077083,0.00006559255,0.0002989067,0.000016074153,0.00001992621,0.015733967],"genre_scores_gemma":[0.99478954,0.000028293845,0.0038343805,0.000754435,0.00017461099,0.000010558307,0.0000661018,0.0000020953019,0.00033997273],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991831,0.00011020541,0.00017738632,0.00016538923,0.00015516546,0.00020873427],"domain_scores_gemma":[0.9985911,0.00073721574,0.00013271405,0.00013255597,0.00038286607,0.000023520433],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020571263,0.00006210109,0.000082423445,0.0002502226,0.0006177618,0.00033899362,0.00010756557,0.000037030077,0.000017268603],"category_scores_gemma":[0.0030814875,0.000050776867,0.00000477093,0.00021334962,0.00018100774,0.00097133557,0.00001566065,0.0001244072,0.0000021942392],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003023531,0.000022328124,0.5831131,0.000060340197,0.00001787765,0.00010104845,0.0052086483,0.00027482942,0.00007163138,0.023768127,0.0009184769,0.38614124],"study_design_scores_gemma":[0.00061416725,0.00014403279,0.9634762,0.000079424826,0.0000034981838,0.000039109193,0.0057462077,0.006221445,0.000046686695,0.0076321834,0.015846398,0.00015068293],"about_ca_topic_score_codex":0.005054603,"about_ca_topic_score_gemma":0.0026991994,"teacher_disagreement_score":0.38599056,"about_ca_system_score_codex":0.0000070230185,"about_ca_system_score_gemma":0.00011553001,"threshold_uncertainty_score":0.7641081},"labels":[],"label_agreement":null},{"id":"W2731832053","doi":"10.1093/geroni/igx004.3899","title":"PSYCHOSOCIAL STRESS AND RESPONSE TIME INCONSISTENCY IN OLD AGE: A MEASUREMENT BURST APPROACH","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Psychosocial; Stressor; Psychology; Cognition; Stress (linguistics); Clinical psychology; Cognitive aging; Affect (linguistics); Developmental psychology; Psychiatry","score_opus":0.10654061725529462,"score_gpt":0.3952705219487372,"score_spread":0.28872990469344256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2731832053","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9636534,0.000108058885,0.00019330518,0.003717775,0.00021498241,0.0002198584,0.0000033099227,0.000027736063,0.031861577],"genre_scores_gemma":[0.99769485,9.935886e-7,0.00027715106,0.00014345696,0.00007174282,0.00007932738,0.0000065861063,0.000012240901,0.0017136307],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983907,0.00033522426,0.00037336323,0.00034890353,0.00024225842,0.00030956508],"domain_scores_gemma":[0.9991765,0.00008008143,0.00016291985,0.00042259734,0.00013303082,0.000024854382],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034564405,0.00010841398,0.00018279458,0.0005397041,0.00021535119,0.00009741284,0.00024250709,0.00012782289,0.000048351303],"category_scores_gemma":[0.0005873858,0.00011557296,0.0000132724535,0.00035867767,0.0001971792,0.0001236953,0.00007601112,0.00038921434,0.000028810156],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007881902,0.00034970036,0.9441475,0.00004319129,0.00004640426,0.00014931336,0.020500487,0.000003335572,0.00086196326,0.015188173,0.001358357,0.01656338],"study_design_scores_gemma":[0.0017184021,0.000031174222,0.9940569,0.00011929088,0.000002874303,0.000009306148,0.0020720467,0.00010471099,0.000028703173,0.0013811449,0.00032724984,0.00014819477],"about_ca_topic_score_codex":0.00064891286,"about_ca_topic_score_gemma":0.00024079868,"teacher_disagreement_score":0.049909398,"about_ca_system_score_codex":0.00012710538,"about_ca_system_score_gemma":0.000060954495,"threshold_uncertainty_score":0.47129285},"labels":[],"label_agreement":null},{"id":"W2731844189","doi":"10.1093/geroni/igx004.4113","title":"THE IMPACT OF SES ON THE ASSOCIATION BETWEEN PHYSICAL ACTIVITY AND HRQOL OVER A 3-YEAR PERIOD","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health and Well-being Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Socioeconomic status; Medicine; Gerontology; Quality of life (healthcare); Confounding; Population; Demography; Environmental health","score_opus":0.045505592071506874,"score_gpt":0.4170848879070014,"score_spread":0.3715792958354945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2731844189","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9882922,0.000005924071,0.000011106647,0.0054763407,0.00009110654,0.000114271206,0.0000055532237,0.000007445713,0.0059960233],"genre_scores_gemma":[0.9995973,0.000003110436,0.0000018153575,0.00007019403,0.00016348717,0.000013592575,7.39187e-7,0.000004463742,0.00014529139],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99945533,0.00008762537,0.00012200395,0.00009019096,0.00010356814,0.00014128744],"domain_scores_gemma":[0.9989123,0.00054113055,0.00028694808,0.00019021102,0.000062680854,0.000006762389],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007580208,0.000054927386,0.00010164509,0.000045501944,0.00041652113,0.00005178342,0.00008244359,0.000033683078,0.0000061296932],"category_scores_gemma":[0.0006369536,0.000031440923,0.000019222189,0.00013454708,0.000054360662,0.000062569314,0.000030034913,0.00017542299,0.0000058103315],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019968353,0.000025430934,0.96736443,0.0000044607655,0.00004889869,2.4151743e-7,0.0040853755,0.0000011563836,0.00017519138,0.010049955,0.0010930388,0.017131858],"study_design_scores_gemma":[0.00022751415,0.000033221026,0.9980085,0.000018372213,0.0000031402576,8.632684e-8,0.00020128199,0.00003467937,0.0001263428,0.0010298635,0.00028487327,0.000032130734],"about_ca_topic_score_codex":0.0007349463,"about_ca_topic_score_gemma":0.000015084078,"teacher_disagreement_score":0.03064407,"about_ca_system_score_codex":0.000074491465,"about_ca_system_score_gemma":0.000023242328,"threshold_uncertainty_score":0.3203586},"labels":[],"label_agreement":null},{"id":"W2731847102","doi":"10.1093/geroni/igx004.245","title":"EARLY-LIFE AND LATE-LIFE COGNITIVE LIFESTYLE AS A WAY TO PROMOTE COGNITIVE RESERVE IN OLDER ADULTS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health and Well-being Studies","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut Universitaire de Gériatrie de Montréal","funders":"","keywords":"Cognitive reserve; Cognition; Psychology; Psychological intervention; Brain size; Cognitive decline; Psychological resilience; Gerontology; Developmental psychology; Cognitive impairment; Medicine; Dementia; Neuroscience; Psychiatry; Social psychology; Disease","score_opus":0.03599172450787499,"score_gpt":0.37570734121675425,"score_spread":0.3397156167088793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2731847102","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97827804,0.00012769869,0.00008649344,0.0074091675,0.000280276,0.0008350604,0.000012943982,0.000039407456,0.012930915],"genre_scores_gemma":[0.993664,0.000010317083,0.000045152025,0.005297263,0.00013664877,0.00023914418,0.000012727699,0.000023554978,0.00057117536],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99824846,0.00012228647,0.00056812086,0.0004502398,0.00016528991,0.00044563125],"domain_scores_gemma":[0.99880713,0.00026874698,0.00025860456,0.0002008158,0.00036720693,0.00009747135],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00095488114,0.0001652931,0.0002617025,0.00049642246,0.00029568272,0.00008604159,0.00012872046,0.000115662166,0.00006917582],"category_scores_gemma":[0.004676817,0.00017238551,0.0000137827765,0.00056570204,0.00009848674,0.0002183867,0.00013391787,0.0003705793,0.00019932158],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042478414,0.00012119887,0.91495186,0.00008160675,0.00003952507,0.00008318546,0.0564412,8.036815e-7,0.000022599048,0.00086968293,0.000519842,0.026443727],"study_design_scores_gemma":[0.0033217873,0.000114071234,0.99047345,0.0012419341,0.0000049574633,0.0000024282444,0.003909556,0.000023857268,0.00008065168,0.0003036134,0.00032933409,0.0001943772],"about_ca_topic_score_codex":0.0131776435,"about_ca_topic_score_gemma":0.0019573322,"teacher_disagreement_score":0.07552158,"about_ca_system_score_codex":0.000043701668,"about_ca_system_score_gemma":0.00010769835,"threshold_uncertainty_score":0.9933937},"labels":[],"label_agreement":null},{"id":"W2731851749","doi":"10.1093/geroni/igx004.2954","title":"MEN AND AGING: NEGOTIATING MASCULINITIY","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Gender Roles and Identity Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Hegemonic masculinity; Masculinity; Psychology; Power (physics); Negotiation; Reflexivity; Social psychology; Human sexuality; Hegemony; Gender studies; Developmental psychology; Sociology; Political science; Politics","score_opus":0.06553044099127465,"score_gpt":0.3608937349684368,"score_spread":0.29536329397716216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2731851749","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8342353,0.0001611574,0.00032412758,0.02920769,0.00041805746,0.00012325827,7.005234e-7,0.000040591425,0.13548909],"genre_scores_gemma":[0.9985095,0.000080351725,0.00022562528,0.00012425405,0.00017121366,0.00000500818,8.358077e-7,0.0000033812698,0.0008798077],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994114,0.000026985808,0.00016368007,0.00011161078,0.00014036357,0.0001459744],"domain_scores_gemma":[0.99964976,0.000015834987,0.00012856575,0.000097333366,0.00009617977,0.000012293253],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00079320464,0.000041737774,0.00006702838,0.00010992868,0.0012057177,0.00043234928,0.00011464279,0.000023637844,0.0000051901807],"category_scores_gemma":[0.0004595358,0.000046145644,0.000007052525,0.00017017848,0.00005362553,0.00038397193,0.00008623009,0.00007421694,0.0000045990405],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[7.485144e-7,0.000009330608,0.8521865,0.0000147277915,0.000010653407,0.0000032326263,0.053197484,0.000018362465,0.00012400775,0.07608401,0.001466037,0.016884927],"study_design_scores_gemma":[0.00045699446,0.0000050660688,0.79158044,0.00007233478,0.000005236291,5.0185093e-7,0.17086011,0.0003597426,0.000054809017,0.014464928,0.02196008,0.00017976669],"about_ca_topic_score_codex":0.005262133,"about_ca_topic_score_gemma":0.0009002843,"teacher_disagreement_score":0.1642742,"about_ca_system_score_codex":0.000029994282,"about_ca_system_score_gemma":0.000024927205,"threshold_uncertainty_score":0.9273527},"labels":[],"label_agreement":null},{"id":"W2731853989","doi":"10.1093/geroni/igx004.1588","title":"NUTRIENT INTAKE OF FEMALE RESIDENTS CONSUMING A PUREED DIET IN CANADIAN LONG-TERM CARE (LTC) HOMES","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Guelph; Research Institute for Aging; University of Waterloo","funders":"","keywords":"Medicine; Micronutrient; Nutrient; Meal; Malnutrition; Environmental health; Dietary Reference Intake; Vitamin; Vitamin B12; Gerontology; Biology; Internal medicine","score_opus":0.05355878533269141,"score_gpt":0.37404474450577685,"score_spread":0.3204859591730854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2731853989","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9931605,0.0003342103,0.00002889225,0.0032696014,0.00029498988,0.00044277907,0.000009436718,0.000017335064,0.002442244],"genre_scores_gemma":[0.99867946,0.000052575433,0.00035316747,0.0006374004,0.0000762395,0.000031299085,0.00007059749,0.000015054643,0.00008423187],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985474,0.000026268226,0.0006609237,0.00020997347,0.0002110775,0.0003443663],"domain_scores_gemma":[0.9989363,0.000029524512,0.0002954227,0.00034356368,0.00029685927,0.00009835023],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005065704,0.000104970706,0.00027351495,0.0013214864,0.0001736059,0.000046885034,0.00013434523,0.000082493585,0.000048151658],"category_scores_gemma":[0.00036635142,0.00011796593,0.000021419744,0.00055277074,0.00007845078,0.0001612566,0.00004079576,0.00027911479,0.0000055412515],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006438903,0.000034038618,0.99110234,0.0008282884,0.000005657703,0.000113921815,0.0026964778,0.0000012439216,0.0006326733,0.0018950964,0.000058146492,0.0025677003],"study_design_scores_gemma":[0.0023390017,0.000038481096,0.9904652,0.0029775435,0.00000538063,0.0000088579445,0.0013231356,0.00003239059,0.0021411988,0.00017592093,0.00039386845,0.0000989752],"about_ca_topic_score_codex":0.07949891,"about_ca_topic_score_gemma":0.1806928,"teacher_disagreement_score":0.101193905,"about_ca_system_score_codex":0.0005352257,"about_ca_system_score_gemma":0.00041978573,"threshold_uncertainty_score":0.9266308},"labels":[],"label_agreement":null},{"id":"W2731861428","doi":"10.1093/geroni/igx004.3946","title":"USING WORLD CAFéS TO DEVELOP GUIDELINES FOR INTERINSTITUTIONAL RELOCATIONS IN LONG-TERM CARE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Accommodation; Presentation (obstetrics); Long-term care; Business; Process (computing); Knowledge sharing; Term (time); Knowledge creation; Public relations; Nursing; Psychology; Medicine; Political science; Knowledge management; Marketing; Computer science","score_opus":0.20128598238308243,"score_gpt":0.46992532670810255,"score_spread":0.2686393443250201,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2731861428","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92609483,0.000099059405,0.06180706,0.007877223,0.0008331589,0.00047250488,0.0000068541044,0.00003651064,0.0027728246],"genre_scores_gemma":[0.98430437,0.000012296866,0.01415736,0.000403169,0.00041565948,0.000074431,0.000022549653,0.0000064799706,0.00060367765],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999002,0.0000232102,0.00044267857,0.00018237485,0.0001603214,0.00018942365],"domain_scores_gemma":[0.9980169,0.0000391859,0.00016877166,0.0001377941,0.0016180532,0.00001931445],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006813794,0.00007726017,0.00010485499,0.0005639289,0.0010936294,0.00015629544,0.00020203296,0.000031484662,0.0000128079],"category_scores_gemma":[0.0022365148,0.0000861295,0.000012523171,0.0011005135,0.00008689633,0.00037640487,0.000060004422,0.0000635498,0.0000030484778],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000065543927,0.000015937398,0.7175008,0.000039233797,0.0000072404446,0.0000024296553,0.17045215,0.00066803914,0.00013293847,0.100656785,0.0015166955,0.009001157],"study_design_scores_gemma":[0.00035268278,0.0000039291435,0.97623926,0.00041814774,0.0000038232133,3.8098722e-7,0.00286714,0.00025791157,0.00013790051,0.0019219454,0.017602306,0.00019458018],"about_ca_topic_score_codex":0.012102565,"about_ca_topic_score_gemma":0.3681583,"teacher_disagreement_score":0.35605574,"about_ca_system_score_codex":0.00031952854,"about_ca_system_score_gemma":0.00044484748,"threshold_uncertainty_score":0.9944759},"labels":[],"label_agreement":null},{"id":"W2731872536","doi":"10.1093/geroni/igx004.201","title":"ESTABLISHING THE EFFECTIVENESS OF THE INDEPENDENCE AT HOME COMMUNITY PARAMEDICINE MODEL","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sinai Health System; University of Toronto","funders":"","keywords":"Medicine; Independence (probability theory); Scope (computer science); Family medicine; Gerontology; Nursing","score_opus":0.08056520397022787,"score_gpt":0.41584684860318044,"score_spread":0.33528164463295257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2731872536","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99150705,0.000027962858,0.000965496,0.0020136705,0.0010585267,0.000372092,0.0000037095142,0.00001633414,0.0040351427],"genre_scores_gemma":[0.9994418,0.0000039638444,0.00003988551,0.00020886396,0.00006588667,0.00003635718,0.000005309158,0.0000081210055,0.00018980089],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980822,0.0010159833,0.0003820155,0.000089347544,0.00024753733,0.00018290129],"domain_scores_gemma":[0.99651265,0.0018991558,0.00049000955,0.00079680426,0.0002912697,0.000010105841],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0067824856,0.0000717298,0.00015564098,0.00010413753,0.002295792,0.000021158461,0.00059111003,0.00008983418,0.000008914915],"category_scores_gemma":[0.0023995042,0.000042637123,0.000019641871,0.00047251725,0.00015201692,0.00020791963,0.0003895048,0.0010513184,0.0000025928418],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000091180875,0.000031068987,0.962467,0.00033890313,0.000008711174,6.02115e-7,0.019075278,0.00088381895,0.0040444406,0.0100808935,0.0007159139,0.0022621804],"study_design_scores_gemma":[0.0006231623,0.0000082196,0.978397,0.00097574526,0.0000069337943,7.6785653e-7,0.0038098483,0.0013923948,0.000644247,0.013993451,0.00009058413,0.00005763793],"about_ca_topic_score_codex":0.0036816997,"about_ca_topic_score_gemma":0.000577337,"teacher_disagreement_score":0.01593,"about_ca_system_score_codex":0.00018620369,"about_ca_system_score_gemma":0.0001433301,"threshold_uncertainty_score":0.9990031},"labels":[],"label_agreement":null},{"id":"W2731875937","doi":"10.1093/geroni/igx004.4009","title":"A LONGITUDINAL STUDY ON THE EFFECTS OF PHYSICAL ENVIRONMENT ON BEHAVIORS OF RESIDENTS WITH DEMENTIA","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Urban and spatial planning","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Simon Fraser University","funders":"","keywords":"Dementia; Minimum Data Set; Scale (ratio); Longitudinal study; Sample (material); Gerontology; Matching (statistics); Psychology; Long-term care; Set (abstract data type); Unit (ring theory); Activities of daily living; Nursing homes; Medicine; Nursing; Psychiatry; Computer science; Geography; Disease","score_opus":0.024506325201512757,"score_gpt":0.27753338989454956,"score_spread":0.2530270646930368,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2731875937","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99874556,9.989045e-7,0.000078029734,0.00006273641,0.00002586375,0.00024069427,4.9253345e-7,0.0000027840922,0.0008428181],"genre_scores_gemma":[0.9998913,2.0744743e-7,0.000029760064,0.000021762196,0.000008784492,0.000014872288,7.457503e-7,0.0000046482814,0.000027929833],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99927235,0.000028796627,0.00015738062,0.00013439303,0.00032497605,0.00008209249],"domain_scores_gemma":[0.9994463,0.000064971384,0.00021833164,0.00025928058,0.0000037708203,0.0000073684455],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020951092,0.00006575744,0.000086019565,0.00004920454,0.00009921703,0.000014584543,0.00016734524,0.0000106004445,0.000028539162],"category_scores_gemma":[0.000044548207,0.00004405944,0.000009787848,0.00010563698,0.000096223106,0.00007688084,0.000073770985,0.00008701569,0.000010818704],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022866783,0.0003193171,0.98247784,0.000005100079,0.00000957926,0.0000065897652,0.0011570381,0.0004036384,0.014679936,0.00022498296,0.00002611084,0.00066697446],"study_design_scores_gemma":[0.00034889407,0.0004102682,0.97826695,0.00009552153,0.000011191387,1.15537716e-7,0.00010212873,0.000084123785,0.02057888,0.000054194046,0.0000027436854,0.00004500224],"about_ca_topic_score_codex":0.0006197237,"about_ca_topic_score_gemma":0.000038609072,"teacher_disagreement_score":0.005898943,"about_ca_system_score_codex":0.00003758562,"about_ca_system_score_gemma":0.0000021920423,"threshold_uncertainty_score":0.17966919},"labels":[],"label_agreement":null},{"id":"W2731878987","doi":"10.1093/geroni/igx004.4518","title":"BETWEEN-PERSON AND WITHIN-PERSON VARIABILITY IN VITAMIN D, PHYSICAL ACTIVITY, PAIN, AND FALLS RISK","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Apelin-related biomedical research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Physical activity; Vitamin D and neurology; Vitamin; Medicine; Psychology; Physical therapy; Internal medicine","score_opus":0.05048968037701765,"score_gpt":0.36278083890002166,"score_spread":0.31229115852300404,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2731878987","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99373245,0.000009383913,0.0012757605,0.0040790425,0.0000411937,0.0003180288,0.0000050911967,0.000023329438,0.0005156923],"genre_scores_gemma":[0.9992026,0.0000081139315,0.0004471556,0.00011006403,0.00013153057,0.000013115113,0.000008797628,0.000013521176,0.00006506769],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985224,0.00024459252,0.00022668624,0.00037333585,0.00037659932,0.00025636956],"domain_scores_gemma":[0.9986047,0.00072273996,0.00018171064,0.0002968354,0.00011458082,0.00007940968],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005291883,0.00012611962,0.00028192703,0.00035825462,0.0001423986,0.000068557296,0.000093883464,0.00014142257,0.0000083814975],"category_scores_gemma":[0.007003974,0.00011185789,0.000014178758,0.0005360925,0.0003104848,0.00023492078,0.00008336798,0.00089657545,0.0000033630627],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043533804,0.000091727525,0.77177954,0.00009014476,0.0000140255015,0.000018867906,0.001695177,4.3592576e-7,0.010570187,0.00023406802,0.000019336567,0.21544296],"study_design_scores_gemma":[0.0015492748,0.00010043482,0.9835333,0.00028967432,0.000012060616,0.0000027117014,0.0005191459,0.011801033,0.0012727422,0.0007790224,0.0000328032,0.00010774759],"about_ca_topic_score_codex":0.00070183724,"about_ca_topic_score_gemma":0.000034468503,"teacher_disagreement_score":0.2153352,"about_ca_system_score_codex":0.00014381387,"about_ca_system_score_gemma":0.0000799658,"threshold_uncertainty_score":0.83849174},"labels":[],"label_agreement":null},{"id":"W2731897185","doi":"10.1093/geroni/igx004.3076","title":"HOPE IN THE NURSING HOME: RELATION WITH QUALITY OF LIFE, FUNCTION, PAIN, SOCIAL SUPPORT, RELIGIOSITY","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Religiosity; Psychology; Nursing homes; Quality of life (healthcare); Nursing; Social support; Relation (database); Medicine; Psychotherapist; Social psychology; Computer science","score_opus":0.09742320708102478,"score_gpt":0.44546026015858636,"score_spread":0.3480370530775616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2731897185","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98653936,0.000017043683,0.0024420605,0.0039397483,0.00024743978,0.00030831937,0.0000028296797,0.00002271256,0.006480456],"genre_scores_gemma":[0.9991489,0.0000064862134,0.000056604895,0.00043952488,0.00022334907,0.00004027189,0.0000269119,0.000009923044,0.00004800547],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99781287,0.00079553225,0.00078014913,0.0001443247,0.00026338315,0.00020376882],"domain_scores_gemma":[0.9982463,0.00027892814,0.00086449465,0.00023050593,0.00036818907,0.000011577434],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0058266404,0.00007963285,0.0002602552,0.00018552724,0.0011508318,0.000028935805,0.00016162444,0.00013416614,0.000030780542],"category_scores_gemma":[0.00082535215,0.0000626144,0.000016888096,0.00064996554,0.00010649361,0.00031207674,0.000022901668,0.0004561654,0.0000045226307],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000621003,0.000041557363,0.86975384,0.000082299324,0.000004066453,6.0262863e-7,0.07229399,0.000005190908,0.00004788186,0.053187445,0.0002091372,0.004311905],"study_design_scores_gemma":[0.00064206135,0.000017432969,0.9320154,0.000228477,0.000003272262,1.535039e-8,0.05853808,0.000023588844,0.000004609693,0.0082067745,0.0002450982,0.000075166136],"about_ca_topic_score_codex":0.0024870406,"about_ca_topic_score_gemma":0.0033285364,"teacher_disagreement_score":0.062261596,"about_ca_system_score_codex":0.00012070094,"about_ca_system_score_gemma":0.00020536732,"threshold_uncertainty_score":0.8851384},"labels":[],"label_agreement":null},{"id":"W2731951642","doi":"10.1093/geroni/igx004.4903","title":"“OUR FITBITS, OURSELVES?” WEARABLES, SELF-TRACKING AND AGING EMBODIMENT","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trent University","funders":"","keywords":"Wearable computer; Tracking (education); Key (lock); Psychological intervention; Physical activity; Everyday life; Psychology; Wearable technology; Internet privacy; Sitting; Human–computer interaction; Applied psychology; Computer science; Social psychology; Data science; Computer security; Political science; Medicine; Physical medicine and rehabilitation","score_opus":0.04081919720351123,"score_gpt":0.3341476358194492,"score_spread":0.29332843861593794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2731951642","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84237075,0.00008799773,0.13077159,0.019347485,0.0014742591,0.00030057004,9.252381e-7,0.00056018995,0.0050861975],"genre_scores_gemma":[0.97727203,0.000009248714,0.021862805,0.0005431914,0.000101545134,0.000023183704,0.0000026456732,0.000013454005,0.00017187378],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.998445,0.000041320236,0.0004922408,0.00046319983,0.00022412819,0.00033412623],"domain_scores_gemma":[0.9983738,0.00003335624,0.0005530166,0.0006885845,0.00033383947,0.000017424398],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010235197,0.00017069015,0.00017089339,0.00090514467,0.000640892,0.0007174767,0.00072516827,0.000097084165,0.0000038117175],"category_scores_gemma":[0.00020057368,0.00019072731,0.000015650152,0.0007387683,0.00004366455,0.0022478513,0.00041682032,0.00046489277,0.000020977064],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000034431985,0.000078549114,0.09056246,0.00004838331,0.000039546627,0.000053329608,0.0028221544,0.00005382393,0.01699082,0.80194247,0.0007013394,0.08670367],"study_design_scores_gemma":[0.0038079454,0.00016278874,0.6068331,0.0018869084,0.00002339781,0.00032423815,0.0028780277,0.07643008,0.15579797,0.12679309,0.023130942,0.0019315339],"about_ca_topic_score_codex":0.00006229169,"about_ca_topic_score_gemma":0.000023260101,"teacher_disagreement_score":0.6751494,"about_ca_system_score_codex":0.00018219766,"about_ca_system_score_gemma":0.000052996827,"threshold_uncertainty_score":0.77776337},"labels":[],"label_agreement":null},{"id":"W2731966937","doi":"10.1093/geroni/igx004.4880","title":"TRANSLATING RESEARCH BACK TO THE COMMUNITY: FINDINGS FROM A REALIST REVIEW","year":2017,"lang":"en","type":"review","venue":"Innovation in Aging","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fraser Institute; Simon Fraser University","funders":"","keywords":"Presentation (obstetrics); Information and Communications Technology; ICTS; Knowledge management; Process (computing); Service (business); Sociology; Psychology; Computer science; Business; Medicine; World Wide Web","score_opus":0.43625461553467404,"score_gpt":0.5218504197141345,"score_spread":0.08559580417946044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2731966937","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000029212048,0.9536504,0.00004451935,0.028245589,0.00025319125,0.0019880403,0.000038203532,0.00009820607,0.01565261],"genre_scores_gemma":[0.00015739704,0.99731356,0.0005275846,0.0007246895,0.00020733451,0.00029087937,0.00011975252,0.000035851623,0.0006229641],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9945088,0.002806269,0.0011143311,0.0003603505,0.0006770263,0.0005332442],"domain_scores_gemma":[0.9964156,0.0014003854,0.00046984578,0.0012801734,0.00039734828,0.000036607984],"candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01866346,0.00022239539,0.00090410665,0.0008812639,0.002360867,0.00028888957,0.0025855463,0.00035830447,0.000091385824],"category_scores_gemma":[0.007459316,0.00018065769,0.00009513914,0.0051189438,0.00042557417,0.00021517146,0.0003275471,0.0031058046,0.00029022712],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[3.6154077e-7,0.000010198615,0.00005160398,0.0035978318,0.00001560089,0.0000030083256,0.010640956,4.2330978e-8,1.7219327e-7,0.0060185576,0.0077346074,0.97192705],"study_design_scores_gemma":[0.000050655504,0.0000045036013,0.000027638585,0.112657845,0.000025297191,8.930369e-7,0.0010550888,3.4720017e-7,1.6657441e-7,0.001450712,0.88456863,0.00015820345],"about_ca_topic_score_codex":0.022189565,"about_ca_topic_score_gemma":0.029501444,"teacher_disagreement_score":0.97176886,"about_ca_system_score_codex":0.00046138314,"about_ca_system_score_gemma":0.0006297645,"threshold_uncertainty_score":0.9991941},"labels":[],"label_agreement":null},{"id":"W2731990780","doi":"10.1093/geroni/igx004.2113","title":"CHARACTERISTICS OF OPINION LEADERS AND BOUNDARY SPANNERS IN LONG-TERM CARE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta; University of British Columbia; Interior Health; University of Manitoba; Mount Saint Vincent University; University of Toronto","funders":"","keywords":"Opinion leadership; Seekers; Public relations; Thematic analysis; Psychology; Advice (programming); Betweenness centrality; Quality (philosophy); Social psychology; Centrality; Medical education; Qualitative research; Political science; Sociology; Medicine","score_opus":0.0678321034600544,"score_gpt":0.42571565163994773,"score_spread":0.3578835481798933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2731990780","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9958728,0.0001703799,0.00008663632,0.0013753194,0.001352526,0.0001867994,0.0000061830415,0.000012161024,0.0009372256],"genre_scores_gemma":[0.99948627,0.00007402815,0.00007565496,0.000081709935,0.0001325816,0.000010654857,0.00006412733,0.000008528073,0.00006644679],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99913937,0.00004445771,0.00044161733,0.00012284449,0.00008504765,0.00016665935],"domain_scores_gemma":[0.9992733,0.000049858034,0.0003354711,0.00018532999,0.00014365275,0.000012401336],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031487344,0.00006372376,0.00015486465,0.00034890499,0.00025296884,0.000018331244,0.0000829477,0.000084144725,0.000013383677],"category_scores_gemma":[0.00017155666,0.00006823399,0.000008491069,0.0002226688,0.000088678804,0.00015535271,0.000048836075,0.0002456855,0.0000025034408],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000170282,0.0000071673535,0.95559084,0.00044280326,0.0000017611068,0.000002485259,0.019952865,3.5476168e-7,0.00022225425,0.00028808613,0.00014031485,0.023334011],"study_design_scores_gemma":[0.00056470674,0.000011673372,0.9877548,0.00082243304,0.0000017822667,4.2386077e-7,0.01015179,0.0000073845604,0.00005860774,0.00009571817,0.00046555971,0.00006509562],"about_ca_topic_score_codex":0.00037560987,"about_ca_topic_score_gemma":0.00019636299,"teacher_disagreement_score":0.032163955,"about_ca_system_score_codex":0.00010053184,"about_ca_system_score_gemma":0.00011467554,"threshold_uncertainty_score":0.27825013},"labels":[],"label_agreement":null},{"id":"W2731994971","doi":"10.1093/geroni/igx004.074","title":"GAIT REHABILITATION PROGRAMS AND AGING: NEW ADVANCES FROM THE CANADIAN GAIT CONSORTIUM","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Regina; Université de Montréal; McGill University","funders":"","keywords":"Gait; Physical medicine and rehabilitation; Rehabilitation; Psychology; Medicine; Physical therapy","score_opus":0.025903407369237894,"score_gpt":0.31371924070550494,"score_spread":0.28781583333626704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2731994971","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9404343,0.000411662,0.00014818592,0.054342784,0.00044284252,0.00048802153,0.0000033078106,0.000032627227,0.003696308],"genre_scores_gemma":[0.9941463,0.000025786287,0.0037744255,0.0012186817,0.00023125188,0.000026336758,0.000041347295,0.000011054693,0.0005248414],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99905413,0.00003308959,0.00034699283,0.00021866764,0.00017087303,0.00017623331],"domain_scores_gemma":[0.9989522,0.0002874335,0.00018674471,0.00031780335,0.00018357765,0.00007222437],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004435278,0.000094043935,0.00014539414,0.00022860817,0.00032745523,0.00017086665,0.00009108917,0.000060862512,0.000039846505],"category_scores_gemma":[0.0015749725,0.00007265724,0.000025357509,0.00028270774,0.00019239863,0.0003130542,0.000020275393,0.0001904922,0.000008748928],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011665062,0.000011818817,0.88465,0.000021967344,0.000009282555,0.000002467866,0.0016684838,0.0000041931457,0.00025323042,0.002423062,0.00061892695,0.11032491],"study_design_scores_gemma":[0.0008158928,0.000048448783,0.9296057,0.00031226323,0.000010018321,0.0000038445087,0.0013569226,0.0001845762,0.00007521661,0.0037120928,0.0637889,0.00008607958],"about_ca_topic_score_codex":0.06162785,"about_ca_topic_score_gemma":0.092060976,"teacher_disagreement_score":0.11023883,"about_ca_system_score_codex":0.00014500791,"about_ca_system_score_gemma":0.00032126223,"threshold_uncertainty_score":0.94462085},"labels":[],"label_agreement":null},{"id":"W2732002241","doi":"10.1093/geroni/igx004.5159","title":"“IT MAKES YOUR LIFE WORTHWHILE, IT GIVES YOU A PURPOSE IN LIVING”: MEANINGFUL MOBILITY EXPERIENCES","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University; University of British Columbia","funders":"","keywords":"Meaning (existential); Psychology; Qualitative research; Constructivist grounded theory; Aging in place; Social psychology; Grounded theory; Independence (probability theory); Gerontology; Developmental psychology; Sociology; Medicine; Psychotherapist","score_opus":0.05616779446229655,"score_gpt":0.35284854635612123,"score_spread":0.2966807518938247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2732002241","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97065824,0.00015820989,0.00024582012,0.0069835857,0.00054549397,0.00028012524,0.0000015396223,0.00006443279,0.021062559],"genre_scores_gemma":[0.9970959,0.00011376903,0.00025928603,0.00053414353,0.0003691237,0.00014570462,0.000002267005,0.000009310754,0.0014705361],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9980275,0.00015598323,0.0006251452,0.00038812272,0.00042482925,0.00037842453],"domain_scores_gemma":[0.9987985,0.00016200985,0.00042572003,0.00032615472,0.00024272529,0.000044873555],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002513965,0.00015147634,0.00023075628,0.00039295387,0.0012933827,0.0004241782,0.00045065227,0.000081760656,0.00017389648],"category_scores_gemma":[0.004183847,0.00015543935,0.000032964035,0.00088132086,0.00039482667,0.0009919149,0.0001147341,0.00020017492,0.000010943803],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002958673,0.000044012297,0.3789649,0.00000986359,0.0000044411254,0.0000032079352,0.6140894,0.0000120888835,0.000015540187,0.0048841783,0.0007658056,0.0012035568],"study_design_scores_gemma":[0.0002585093,0.000014138364,0.7544178,0.00027259183,0.0000038032122,3.53153e-7,0.22197427,0.00017005732,0.000054029137,0.0029558754,0.019587753,0.00029082695],"about_ca_topic_score_codex":0.018240212,"about_ca_topic_score_gemma":0.08247354,"teacher_disagreement_score":0.3921152,"about_ca_system_score_codex":0.00011100823,"about_ca_system_score_gemma":0.00021896757,"threshold_uncertainty_score":0.9947785},"labels":[],"label_agreement":null},{"id":"W2732017212","doi":"10.1093/geroni/igx004.3559","title":"MAN’S SEARCH FOR MEANING…IN RETIREMENT: FINDINGS FROM THE MEANING-CENTERED MEN’S GROUP (MCMG) STUDY","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lawson Health Research Institute; Western University","funders":"","keywords":"Meaning (existential); Generativity; Psychology; Suicidal ideation; Psychological intervention; Intervention (counseling); Gerontology; Focus group; Suicide prevention; Clinical psychology; Social psychology; Poison control; Medicine; Psychiatry; Psychotherapist; Sociology","score_opus":0.12274328527973861,"score_gpt":0.38718271500586465,"score_spread":0.26443942972612605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2732017212","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9818607,0.000054397115,0.0001953143,0.0029357353,0.00063725986,0.000920672,0.0000117116615,0.00004110885,0.0133431135],"genre_scores_gemma":[0.9983363,0.000004728527,0.00015778813,0.0006295454,0.00016919129,0.00031799794,0.000027410111,0.000026872493,0.00033016672],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981815,0.0001281754,0.0005913567,0.00043628764,0.0002797537,0.00038287972],"domain_scores_gemma":[0.9987569,0.00030697303,0.0002142935,0.00057492213,0.00013296472,0.0000139572785],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019303121,0.00016508163,0.00023361188,0.00027382988,0.0007759171,0.00015582905,0.00057572016,0.00005866851,0.00015467242],"category_scores_gemma":[0.00022607241,0.00014003996,0.000033161632,0.0003512845,0.000058898822,0.00018560211,0.00035838934,0.000288823,0.000026658254],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000107656335,0.00016928105,0.89398336,0.000007078925,0.000099820085,0.000015537093,0.08442093,0.0000024357232,0.0007415916,0.016881844,0.0015979384,0.001972515],"study_design_scores_gemma":[0.0039580064,0.000095482734,0.94931036,0.000060045546,0.000018437368,6.6238334e-7,0.041388866,0.00016429619,0.0003497264,0.0035637012,0.000889494,0.00020094644],"about_ca_topic_score_codex":0.0032105562,"about_ca_topic_score_gemma":0.0014532903,"teacher_disagreement_score":0.055326965,"about_ca_system_score_codex":0.00013907443,"about_ca_system_score_gemma":0.000012124361,"threshold_uncertainty_score":0.59678054},"labels":[],"label_agreement":null},{"id":"W2732018713","doi":"10.1093/geroni/igx004.4427","title":"PREDICT - PREDICTING EMERGENCY DEPARTMENT INCIDENT DELIRIUM WITH AN INTERACTIVE COMPUTER TABLET","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University; Université Laval; Sunnybrook Hospital; University of Toronto","funders":"","keywords":"Emergency department; Delirium; Computer science; Medical emergency; Emergency medicine; Medicine; Intensive care medicine; Psychiatry","score_opus":0.024186078960965716,"score_gpt":0.32878519200652906,"score_spread":0.30459911304556336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2732018713","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98719233,0.0000665129,0.005526727,0.0015878951,0.00087830063,0.00033100747,0.000008845588,0.000071798575,0.0043365876],"genre_scores_gemma":[0.99651927,0.000053039592,0.002123944,0.00051595795,0.00050787075,0.00005716642,0.00008275498,0.000017358258,0.00012264845],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987621,0.00002254535,0.00047391342,0.00027692117,0.0002463083,0.00021826859],"domain_scores_gemma":[0.9985863,0.000014662904,0.00032080765,0.00034281355,0.0007001183,0.000035291898],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031625762,0.00014477728,0.00019819693,0.00021366765,0.00030589907,0.000036327652,0.000121827,0.00003797386,0.00006650459],"category_scores_gemma":[0.00018960897,0.00012019796,0.000020662568,0.00027578618,0.00004658696,0.00057073816,0.000111323476,0.00022619287,0.000004815882],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012220051,0.00011528485,0.9868021,0.00007059375,0.0001024539,0.00006200075,0.002157901,0.00009622674,0.00061020843,0.0003454098,0.0037973833,0.005718222],"study_design_scores_gemma":[0.0016261722,0.00055086194,0.98343456,0.0006608648,0.00007204093,0.00003986759,0.0014636404,0.006684152,0.0020484468,0.00023491372,0.0029314377,0.00025301514],"about_ca_topic_score_codex":0.00014784382,"about_ca_topic_score_gemma":0.00018026735,"teacher_disagreement_score":0.009326934,"about_ca_system_score_codex":0.000098641816,"about_ca_system_score_gemma":0.00004573189,"threshold_uncertainty_score":0.49015304},"labels":[],"label_agreement":null},{"id":"W2732021897","doi":"10.1093/geroni/igx004.3306","title":"OPPORTUNITIES AND CHALLENGES IN IMPLEMENTATION","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Suite; Identification (biology); Process management; Presentation (obstetrics); Redundancy (engineering); Nursing; Medicine; Risk analysis (engineering); Computer science; Business; Political science","score_opus":0.252350386111923,"score_gpt":0.39986438064514834,"score_spread":0.14751399453322533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2732021897","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94155157,0.00025788497,0.000020108471,0.051132884,0.00008521233,0.00014117039,0.000001091879,0.000015571588,0.0067945137],"genre_scores_gemma":[0.9982766,0.00091344304,0.0003128896,0.0002770439,0.000045108507,0.000017869275,0.000015545247,0.0000060378907,0.00013545412],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99948156,0.000009929642,0.0002276596,0.00010369194,0.000085439526,0.000091732305],"domain_scores_gemma":[0.99966127,0.000018562432,0.000097529904,0.00015314105,0.00005863285,0.000010871526],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003344922,0.00004782707,0.00008308762,0.0003211046,0.000046052963,0.000030208625,0.000036420253,0.000024187815,0.000026548865],"category_scores_gemma":[0.00011376585,0.00005101869,0.0000037078526,0.00007688772,0.000033963795,0.00023460429,0.000029505896,0.00007506311,0.0000014650344],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009336416,0.000019118015,0.40402415,0.00013597781,0.000004845332,0.000038925376,0.0036512783,7.352709e-7,0.0011636672,0.023109652,0.000119503515,0.5677228],"study_design_scores_gemma":[0.0013159949,0.000021760525,0.98609895,0.00021562763,0.0000020191555,0.000013242474,0.005752835,0.00008608389,0.0007735554,0.0011810837,0.004482371,0.00005646133],"about_ca_topic_score_codex":0.00017721305,"about_ca_topic_score_gemma":0.00035971325,"teacher_disagreement_score":0.5820748,"about_ca_system_score_codex":0.000041280404,"about_ca_system_score_gemma":0.00002688092,"threshold_uncertainty_score":0.2080482},"labels":[],"label_agreement":null},{"id":"W2732094483","doi":"10.1093/geroni/igx004.3991","title":"PRIVATE INSURANCE VERSUS MEDICAID AND ADHERENCE TO MEDICATION IN OLDER ADULTS WITH FIBROMYALGIA","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Fibromyalgia; Medicaid; Medicine; Pregabalin; Medical prescription; Medicare Part D; Logistic regression; Chronic pain; Population; Cohort; Physical therapy; Retrospective cohort study; Prescription drug; Internal medicine; Psychiatry; Health care; Environmental health; Nursing","score_opus":0.1947366789785901,"score_gpt":0.41360167799491054,"score_spread":0.21886499901632045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2732094483","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9716113,0.00014810829,0.0025401965,0.023723492,0.0003627928,0.00052648946,0.00001779889,0.000020432915,0.0010493635],"genre_scores_gemma":[0.99558,0.000032202675,0.0029194534,0.0011785957,0.000066896,0.0001415595,0.00001704776,0.000014153911,0.00005006556],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997164,0.000057238154,0.002001404,0.0004318889,0.00009722749,0.000248236],"domain_scores_gemma":[0.9976824,0.00024581974,0.0014960496,0.00044720722,0.000067425564,0.0000611019],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0065047834,0.00011503366,0.00036318938,0.00058003276,0.00014576738,0.00009867814,0.00025620026,0.00007810657,0.00006222687],"category_scores_gemma":[0.003188537,0.00014029758,0.000008521323,0.0004060244,0.00007126507,0.0006969073,0.000058756188,0.00016720235,0.00011102086],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007352996,0.000031436583,0.94753593,0.00033178183,0.00000861044,0.0000017919913,0.0060224035,0.000040340896,0.0000061677547,0.041924495,0.0004644515,0.00355905],"study_design_scores_gemma":[0.0027481227,0.00005938052,0.99092025,0.0010347242,5.535806e-7,0.000001208645,0.0005377967,0.0015807116,0.000014842946,0.0019447551,0.00097391586,0.0001837708],"about_ca_topic_score_codex":0.0012043723,"about_ca_topic_score_gemma":0.0004440382,"teacher_disagreement_score":0.043384276,"about_ca_system_score_codex":0.00024137084,"about_ca_system_score_gemma":0.00007293061,"threshold_uncertainty_score":0.5721169},"labels":[],"label_agreement":null},{"id":"W2732097951","doi":"10.1093/geroni/igx004.4855","title":"BURDENSOME INTERVENTIONS AND ANTIBIOTIC USE AMONG END-OF-LIFE NURSING HOME RESIDENTS WITH DEMENTIA","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Mount Sinai Hospital; Institute for Clinical Evaluative Sciences; Women's College Hospital; University of Toronto","funders":"","keywords":"Medicine; Dementia; Psychological intervention; End-of-life care; Population; Palliative care; Retrospective cohort study; Gerontology; Emergency medicine; Family medicine; Nursing; Internal medicine","score_opus":0.08829108524627906,"score_gpt":0.4207753623599101,"score_spread":0.33248427711363104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2732097951","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99641764,0.00016990998,0.0008475919,0.0008721229,0.0006694221,0.0002739083,0.000005275736,0.000031053147,0.0007130937],"genre_scores_gemma":[0.9987215,0.000022794144,0.0007886521,0.00003872403,0.00008391255,0.000006297524,0.000016762042,0.000016548516,0.00030485223],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986535,0.00009453937,0.00064416364,0.00019523034,0.0001679471,0.00024462742],"domain_scores_gemma":[0.99861753,0.00011204564,0.00067658775,0.0003181103,0.00024150322,0.00003421941],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005595652,0.00009828179,0.00021028973,0.0005431756,0.00064657227,0.000072311894,0.00012557229,0.000076189965,0.00004760874],"category_scores_gemma":[0.0003370342,0.00009360379,0.000023087689,0.00038649602,0.0001751118,0.00053230725,0.00006276313,0.00025881105,0.000004525858],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002644429,0.00003162161,0.9911102,0.00025886204,0.0000245862,0.0000036099814,0.003158104,0.000004441956,0.00029551677,0.0017436607,0.00043160928,0.002911352],"study_design_scores_gemma":[0.00093819475,0.00002798586,0.9905463,0.005022389,0.000032204996,9.804609e-7,0.002610092,0.000036024914,0.00008503236,0.00055344275,0.00004610028,0.000101283564],"about_ca_topic_score_codex":0.0023270675,"about_ca_topic_score_gemma":0.00052677153,"teacher_disagreement_score":0.004763527,"about_ca_system_score_codex":0.000074184885,"about_ca_system_score_gemma":0.00009290467,"threshold_uncertainty_score":0.49729767},"labels":[],"label_agreement":null},{"id":"W2732106534","doi":"10.1093/geroni/igx004.4851","title":"THE LINK BETWEEN EDUCATIONAL ATTAINMENT AND MORTALITY OVER TIME IN THE UNITED STATES","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Demography; Marital status; Life expectancy; Medicine; Educational attainment; Mortality rate; Population; Gerontology; Confidence interval; Internal medicine","score_opus":0.06673272693295877,"score_gpt":0.42487757587115244,"score_spread":0.35814484893819365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2732106534","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80509317,0.00001742957,0.0000066262655,0.19288515,0.00008069665,0.00010638909,0.0000024909866,0.0000034583159,0.0018045971],"genre_scores_gemma":[0.9970021,0.000050280963,0.000014985676,0.002328879,0.00031578756,0.000014640119,0.000019408242,0.0000018726448,0.00025202168],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992733,0.00011388903,0.00020839286,0.00006779749,0.00018343456,0.00015319324],"domain_scores_gemma":[0.99918073,0.0005255636,0.00010763116,0.00012461784,0.00004889957,0.000012559836],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026187832,0.00003399886,0.000047846315,0.00006283567,0.0009858584,0.00024287392,0.00017702446,0.000024158402,0.00002339541],"category_scores_gemma":[0.0005028255,0.000022697875,0.0000051067555,0.0002795055,0.0001461199,0.00013748846,0.00002765113,0.00010367188,0.0000025561699],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[4.366124e-7,0.0000021900241,0.9059927,0.000004769845,0.0000015865547,1.3965332e-7,0.006188157,0.0000036861134,2.2169466e-7,0.08396558,0.00034865792,0.003491864],"study_design_scores_gemma":[0.000071879804,0.0000010902603,0.9289522,0.000019391142,7.8800787e-7,2.2501238e-8,0.0021158024,0.00008820038,8.637542e-7,0.017644556,0.05107675,0.000028408653],"about_ca_topic_score_codex":0.017573379,"about_ca_topic_score_gemma":0.0028719138,"teacher_disagreement_score":0.19190896,"about_ca_system_score_codex":0.00007305528,"about_ca_system_score_gemma":0.00010333385,"threshold_uncertainty_score":0.9889687},"labels":[],"label_agreement":null},{"id":"W2732106748","doi":"10.1093/geroni/igx004.4651","title":"INTEGRATIVE ANALYSIS OF LONGITUDINAL STUDIES ON AGING AND DEMENTIA (IALSA)","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Construct (python library); Dementia; Longitudinal study; Harmonization; Selection (genetic algorithm); Longitudinal data; Psychology; Gerontology; Data science; Econometrics; Computer science; Statistics; Medicine; Artificial intelligence; Data mining; Mathematics; Pathology","score_opus":0.12687697872809928,"score_gpt":0.46204037265480646,"score_spread":0.3351633939267072,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2732106748","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9884116,0.0003137498,0.00017964785,0.005767745,0.00024518877,0.000071246606,0.00000237925,0.000008736617,0.0049997214],"genre_scores_gemma":[0.99911404,0.00020066979,0.00014809896,0.0003835684,0.00004667953,0.0000056340614,0.0000017395033,0.000002036368,0.000097519034],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992001,0.00005815374,0.00032016446,0.00011698234,0.00016519948,0.00013937145],"domain_scores_gemma":[0.99921066,0.00017824807,0.00030002414,0.00010550449,0.0001904095,0.000015186425],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014166188,0.00005217736,0.0001984333,0.00044722794,0.0005679469,0.00007439196,0.000096007,0.00002353911,0.000016951715],"category_scores_gemma":[0.0012559517,0.000046207413,0.000019605908,0.0007027707,0.00018518,0.00024982909,0.000039869054,0.00007239836,4.822587e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000020192178,0.0000064797396,0.8286914,0.000023590772,0.00012383089,8.2686364e-7,0.01571084,0.000024749103,0.0000052728747,0.15159205,0.000041743646,0.0037771675],"study_design_scores_gemma":[0.00011338122,0.0000060253033,0.97493327,0.0001429845,0.000055792592,2.2032498e-8,0.021671709,0.00012326302,0.00010668903,0.002062649,0.00072766305,0.000056525958],"about_ca_topic_score_codex":0.0031968537,"about_ca_topic_score_gemma":0.012408144,"teacher_disagreement_score":0.1495294,"about_ca_system_score_codex":0.00006216546,"about_ca_system_score_gemma":0.00004504983,"threshold_uncertainty_score":0.69240355},"labels":[],"label_agreement":null},{"id":"W2732163785","doi":"10.1093/geroni/igx004.2250","title":"SOCIAL NETWORKS ASSOCIATED WITH COGNITIVE FUNCTION AMONG CHINESE ELDERS: A ONE-YEAR FOLLOW-UP STUDY","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cognition; Montreal Cognitive Assessment; Gerontology; Psychological intervention; Psychology; China; Social network (sociolinguistics); Association (psychology); Social cognitive theory; Cognitive impairment; Medicine; Developmental psychology; Psychiatry; Geography; Computer science","score_opus":0.052277206870887986,"score_gpt":0.3670020449704642,"score_spread":0.3147248380995762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2732163785","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98734343,0.0000062503673,0.0006965279,0.0018596739,0.0005339323,0.0004882913,0.0000017651062,0.000067693625,0.009002433],"genre_scores_gemma":[0.99828947,0.0000026923149,0.0000068171103,0.0006323929,0.00042693285,0.000052640768,0.000016354143,0.000012677552,0.00056004705],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99857706,0.00017585137,0.00031797565,0.00019919843,0.00036773834,0.00036216396],"domain_scores_gemma":[0.9989672,0.0001649114,0.0003865386,0.00009838277,0.00034899145,0.00003401307],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0016738232,0.00010181261,0.00019064764,0.00015748023,0.0020166058,0.00033272104,0.00014875886,0.000103068676,0.000046591926],"category_scores_gemma":[0.0014250502,0.00009749538,0.000022388052,0.00078662665,0.00015897017,0.0006334297,0.000038826627,0.00026656038,0.0000033096644],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004847492,0.00008093336,0.9773592,0.0000057019315,0.000038713104,0.0000024949268,0.016647305,0.00000843819,2.407957e-7,0.0037501268,0.00011812111,0.0019402804],"study_design_scores_gemma":[0.0017843962,0.00003837766,0.9694601,0.00012854695,0.000017321472,1.9335712e-8,0.027665395,0.00008808938,2.9016053e-7,0.00063418475,0.000060571336,0.00012265977],"about_ca_topic_score_codex":0.009057644,"about_ca_topic_score_gemma":0.065615,"teacher_disagreement_score":0.056557357,"about_ca_system_score_codex":0.00015332515,"about_ca_system_score_gemma":0.00013906867,"threshold_uncertainty_score":0.99928266},"labels":[],"label_agreement":null},{"id":"W2732184713","doi":"10.1093/geroni/igx004.992","title":"IMPACT OF FRAILTY ON THE OCCURRENCE OF DELIRIUM IN THE POSTOPERATIVE CARDIAC SURGERY PATIENT","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Potassium and Related Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Delirium; Medicine; EuroSCORE; Perioperative; Observational study; Confusion; Cardiac surgery; Prospective cohort study; Elective surgery; Risk assessment; Physical therapy; Internal medicine; Emergency medicine; Surgery; Intensive care medicine; Psychology","score_opus":0.0489458748471503,"score_gpt":0.3420819565160521,"score_spread":0.2931360816689018,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2732184713","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9927042,0.000060407667,0.000010047229,0.003969949,0.0001226569,0.00019073188,0.000015165664,0.000002546801,0.0029242616],"genre_scores_gemma":[0.9995005,0.000019490271,0.0000047635262,0.00043586112,0.0000085321835,0.00000906972,0.000014756141,0.000002503984,0.0000045153283],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992845,0.00006962992,0.00031936984,0.0000759119,0.00016010701,0.00009048854],"domain_scores_gemma":[0.99903584,0.00022391538,0.00024164184,0.0002757789,0.00021680136,0.0000060366033],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006100105,0.00005978716,0.00015492011,0.00018297145,0.000055115295,0.000009248746,0.00008404095,0.000038855775,0.000012165186],"category_scores_gemma":[0.000964542,0.000029844707,0.00004906124,0.0004063861,0.00008924437,0.0000570606,0.000016662661,0.00020636969,0.0000012518068],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006832586,0.00014260992,0.96833616,0.000019188712,0.000036191337,0.0000043018254,0.0068630404,0.00015483104,0.0038876734,0.0008995931,0.0033373078,0.016250778],"study_design_scores_gemma":[0.00018929424,0.00007378554,0.99451673,0.00028188055,0.000006524889,0.0000010726798,0.0014405566,0.00014505305,0.0030809734,0.00011390658,0.00010464293,0.000045585788],"about_ca_topic_score_codex":0.0004241676,"about_ca_topic_score_gemma":0.000005891407,"teacher_disagreement_score":0.026180563,"about_ca_system_score_codex":0.00003147553,"about_ca_system_score_gemma":0.00011236736,"threshold_uncertainty_score":0.12170318},"labels":[],"label_agreement":null},{"id":"W2732227895","doi":"10.1093/geroni/igx004.2314","title":"SUSTAINABILITY AND SPREAD OF MOVE ON: A MOBILIZATION INITIATIVE TWO YEARS AFTER IMPLEMENTATION","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"St. Michael's Hospital; Ontario Stroke Network; University of Toronto","funders":"","keywords":"Mobilization; Sustainability; Resource mobilization; Documentation; Business; Intervention (counseling); Medicine; Operations management; Nursing; Political science; Economics; Social movement","score_opus":0.029944517398905066,"score_gpt":0.38312337433638943,"score_spread":0.35317885693748435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2732227895","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.996063,0.000008998863,0.00061399007,0.0020536778,0.000059399546,0.00044774974,0.0000070083133,0.000012547157,0.0007336435],"genre_scores_gemma":[0.9991151,0.0000030712492,0.0003879972,0.0003370847,0.000034116038,0.000050719453,0.000029300068,0.000008094115,0.000034489378],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999249,0.00002475682,0.000325393,0.00015693974,0.00014655123,0.00009738289],"domain_scores_gemma":[0.9990938,0.00004483952,0.00022168487,0.00024331632,0.0003827405,0.00001363575],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032596753,0.0000650799,0.000117080825,0.00025309203,0.000037075984,0.000024492923,0.00003835598,0.000028259348,0.000038364957],"category_scores_gemma":[0.0005336086,0.000069455244,0.000010125826,0.00023689304,0.00008225636,0.00024749414,0.000037589343,0.00008904905,0.0000011671939],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000090018344,0.000054054315,0.9276239,0.00010616078,0.000011285948,0.000012222539,0.0047058226,0.000026512907,0.000949687,0.0033759684,0.00004197897,0.063002385],"study_design_scores_gemma":[0.0019042352,0.00006596428,0.9874132,0.0001472843,0.000007180111,0.0000022930667,0.0017047261,0.00031079244,0.004355404,0.0039436556,0.00008782245,0.000057391342],"about_ca_topic_score_codex":0.00026947464,"about_ca_topic_score_gemma":0.00007127526,"teacher_disagreement_score":0.06294499,"about_ca_system_score_codex":0.00014201838,"about_ca_system_score_gemma":0.00006843746,"threshold_uncertainty_score":0.28323027},"labels":[],"label_agreement":null},{"id":"W2732240538","doi":"10.1093/geroni/igx004.3056","title":"MAKING THE TRANSITION FROM RESIDENTIAL LONG-TERM CARE (RLTC) BACK TO THE COMMUNITY","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Fraser Health; University of British Columbia","funders":"","keywords":"Cohort; Gerontology; Longitudinal study; Demography; Cohort study; Medicine; Community health; Older people; Preference; Psychology; Public health; Sociology; Nursing","score_opus":0.12605567615998986,"score_gpt":0.4514618179945904,"score_spread":0.32540614183460054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2732240538","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96915007,0.00007545281,0.00213119,0.023620918,0.0018529148,0.00048194508,0.000013636911,0.000029680123,0.0026442222],"genre_scores_gemma":[0.99736714,0.000004084132,0.00009967622,0.0015987939,0.0006805183,0.000041820953,0.00008244593,0.000012842051,0.0001126607],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9985796,0.0005166633,0.00039942935,0.000117955606,0.00017124048,0.00021508067],"domain_scores_gemma":[0.9985121,0.0002667189,0.00025536967,0.00071919494,0.00023430417,0.000012293251],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00096353586,0.000085070635,0.000110889836,0.000120989695,0.0035314192,0.000108093824,0.0004633781,0.00007944577,0.000112198104],"category_scores_gemma":[0.00019265598,0.00005877162,0.000024673223,0.00034322924,0.00004634361,0.00016540254,0.0001257629,0.0007799899,0.00008084528],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014062163,0.00003748877,0.3599227,0.0002189442,0.000028549834,0.0000076260144,0.5664738,0.00010099408,0.0013281839,0.0014059992,0.025715835,0.044619247],"study_design_scores_gemma":[0.0003961947,0.000010074935,0.9572266,0.0005485072,0.000011029473,4.444094e-7,0.039334185,0.00001577753,0.00011476759,0.0005355396,0.0017266606,0.00008027449],"about_ca_topic_score_codex":0.005855375,"about_ca_topic_score_gemma":0.009263976,"teacher_disagreement_score":0.5973038,"about_ca_system_score_codex":0.00014710672,"about_ca_system_score_gemma":0.000073427946,"threshold_uncertainty_score":0.99776584},"labels":[],"label_agreement":null},{"id":"W2732245589","doi":"10.1093/geroni/igx004.5098","title":"CULTURE CHANGE IN CANADA: IMPLEMENTATION AND EVALUATION OF A NEIGHBOURHOOD TEAM DEVELOPMENT MODEL","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Conestoga College","funders":"","keywords":"Dignity; Autonomy; Nursing; Accountability; Neighbourhood (mathematics); Long-term care; Fidelity; Organizational culture; Scope (computer science); Psychology; Work (physics); Medicine; Medical education; Public relations; Engineering; Political science","score_opus":0.15688189790309728,"score_gpt":0.47132445560548775,"score_spread":0.3144425577023905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2732245589","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9967785,0.000059773432,0.0001225318,0.0009362054,0.00022717835,0.0004987663,0.0000041829658,0.000004270975,0.0013686123],"genre_scores_gemma":[0.9990847,0.000008571054,0.00053337397,0.00013023082,0.000041608033,0.00013870322,0.000038519946,0.0000048576303,0.000019428495],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989861,0.00006296635,0.00045466766,0.000109397224,0.00024247887,0.00014436775],"domain_scores_gemma":[0.9991956,0.000017525723,0.0003587531,0.00011003691,0.00030701637,0.000011097816],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011529428,0.00005554636,0.00010452169,0.00020349179,0.00021763996,0.0000073243837,0.00005587071,0.000038822836,0.000031945452],"category_scores_gemma":[0.000081185564,0.0000553154,0.00000341813,0.00022102079,0.0000071820928,0.00018188571,0.000036026846,0.00012669792,4.251733e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007325771,0.000009326363,0.81372404,0.00007055094,0.0000035089463,2.5487674e-7,0.043582276,0.00006084745,0.0003051189,0.0008649648,0.0005422513,0.14082956],"study_design_scores_gemma":[0.0011310307,0.0000038092844,0.97562563,0.00017155222,0.0000049083856,1.4183009e-7,0.014538596,0.007474516,0.00023077402,0.00062459597,0.00013229823,0.00006216445],"about_ca_topic_score_codex":0.57167566,"about_ca_topic_score_gemma":0.8925688,"teacher_disagreement_score":0.32089317,"about_ca_system_score_codex":0.0008380822,"about_ca_system_score_gemma":0.0016214688,"threshold_uncertainty_score":0.4311766},"labels":[],"label_agreement":null},{"id":"W2732277770","doi":"10.1093/geroni/igx004.4231","title":"PHYSICAL LITERACY: A MODEL TO ENGAGE AND SUPPORT OLDER ADULTS IN PHYSICAL ACTIVITY AND SPORT","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Children's Physical and Motor Development","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Society for Exercise Physiology; University of Ottawa; Simon Fraser University; Western University; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Literacy; Intrapersonal communication; Psychology; Discipline; Delphi method; Scope (computer science); Delphi; Process (computing); Team sport; Medical education; Applied psychology; Pedagogy; Social psychology; Interpersonal communication; Computer science; Medicine; Sociology; Physical therapy; Social science","score_opus":0.022487903437304377,"score_gpt":0.3384585868890712,"score_spread":0.3159706834517668,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2732277770","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969109,0.0000015291816,0.00022123208,0.00082882785,0.00008579407,0.00027185876,0.000005337753,0.000020336682,0.0016541717],"genre_scores_gemma":[0.9989647,5.575031e-7,0.00027225784,0.00027860745,0.00011247083,0.00006780518,0.000008553043,0.000012682076,0.0002823152],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99909914,0.000016180007,0.00017123636,0.0003806199,0.00011880892,0.00021401516],"domain_scores_gemma":[0.99954057,0.00003129946,0.00009370875,0.0002462898,0.0000451501,0.000042969525],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019149143,0.00013173654,0.000210652,0.00018066802,0.00009321191,0.000066431996,0.00009595398,0.000037556543,0.0000065502286],"category_scores_gemma":[0.000030832813,0.00012855038,0.000014406939,0.00018312532,0.000047108584,0.00027689134,0.00013185797,0.00027514662,0.000009809705],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003074384,0.001732339,0.34636778,0.0000683394,0.000027112388,0.00006640345,0.11793761,0.000033370005,0.005679557,0.029708201,0.00021973162,0.49785215],"study_design_scores_gemma":[0.0010800731,0.000023739343,0.9912325,0.000088981615,0.0000021748976,0.0000027806775,0.000076694756,0.004840667,0.0006413338,0.0017548074,0.000092582544,0.00016367863],"about_ca_topic_score_codex":0.00012515963,"about_ca_topic_score_gemma":0.000017462275,"teacher_disagreement_score":0.64486474,"about_ca_system_score_codex":0.000032918106,"about_ca_system_score_gemma":0.000022241606,"threshold_uncertainty_score":0.52421325},"labels":[],"label_agreement":null},{"id":"W2732286657","doi":"10.1093/geroni/igx004.1810","title":"“WHEN I SAID I WANTED TO DIE AT HOME, I DIDN’T MEAN A NURSING HOME”: END-OF-LIFE CARE TRAJECTORIES","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Medicine; Multinomial logistic regression; Gerontology; End-of-life care; Health care; Nursing; Nursing homes; Population; Long-term care; Palliative care; Environmental health","score_opus":0.0583193119683547,"score_gpt":0.3983455221411098,"score_spread":0.3400262101727551,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2732286657","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98515445,0.0003590717,0.00049981434,0.0039356314,0.0035034947,0.0005159582,0.000038473274,0.00009889485,0.005894232],"genre_scores_gemma":[0.997626,0.000013774534,0.0009081407,0.00025446145,0.00044681804,0.000054327134,0.0000813816,0.000036653822,0.00057845167],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997809,0.0001332086,0.00089875987,0.000330731,0.00033263137,0.0004956688],"domain_scores_gemma":[0.9979711,0.00019812163,0.00059232605,0.0005983673,0.00056097494,0.00007910797],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057004293,0.00018760328,0.00040369996,0.00069500814,0.001211536,0.000041017265,0.00031452195,0.00015361285,0.00015135693],"category_scores_gemma":[0.00057494134,0.0001892444,0.00004589563,0.00062088267,0.000107941174,0.0002561755,0.00013035828,0.00037338116,0.00003704643],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030249238,0.00007195986,0.5406623,0.0005929831,0.00003343706,0.000011228034,0.35748765,0.000015904292,0.0053146714,0.0039465143,0.0095355995,0.08202526],"study_design_scores_gemma":[0.0025458748,0.00010656756,0.8883059,0.003010094,0.000032481355,0.0000015492386,0.08301915,0.000027256126,0.0020777714,0.0024749148,0.017862875,0.0005355847],"about_ca_topic_score_codex":0.0014779492,"about_ca_topic_score_gemma":0.0014901578,"teacher_disagreement_score":0.34764358,"about_ca_system_score_codex":0.00073823123,"about_ca_system_score_gemma":0.0003714992,"threshold_uncertainty_score":0.9318278},"labels":[],"label_agreement":null},{"id":"W2732300456","doi":"10.1093/geroni/igx004.5044","title":"REPRESENTATIONS OF PERSONS LIVING WITH DEMENTIA AND SEXUALITY IN THE NEWS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging, Elder Care, and Social Issues","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"Human sexuality; Dementia; Psychology; Gerontology; Medicine; Sociology; Gender studies; Internal medicine","score_opus":0.08573368803889231,"score_gpt":0.44637092551237184,"score_spread":0.36063723747347953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2732300456","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9818476,0.000042178064,0.0006661839,0.002990713,0.00008691874,0.00024757817,0.0000021326136,0.000011024442,0.014105675],"genre_scores_gemma":[0.99866015,0.0000096731865,0.00028885878,0.00074721844,0.00007881939,0.000041409596,0.000004010112,0.0000054871853,0.00016436707],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990488,0.00021955307,0.00034110795,0.00012255755,0.0001264131,0.00014156634],"domain_scores_gemma":[0.9989982,0.00029984975,0.00033883328,0.0002456946,0.00010909544,0.00000833003],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011646017,0.00005263567,0.00010829637,0.00013033244,0.00070514815,0.000028623312,0.00012697603,0.00004144017,0.000020235451],"category_scores_gemma":[0.00046398188,0.000040558934,0.0000063995817,0.0002916292,0.00008206067,0.00022172401,0.000057674348,0.0002505389,9.696273e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000014806207,0.000012240718,0.8369502,0.00004367044,0.0000055728983,8.5455224e-7,0.15611647,0.0000020219065,0.000054889144,0.0059930617,0.0001857748,0.00063379103],"study_design_scores_gemma":[0.00020535722,0.0000056342374,0.80517894,0.00022779366,0.000005294907,1.8412068e-7,0.19309913,0.00004080275,0.000007421013,0.0009540587,0.00023461209,0.000040786468],"about_ca_topic_score_codex":0.007762587,"about_ca_topic_score_gemma":0.0087715695,"teacher_disagreement_score":0.03698266,"about_ca_system_score_codex":0.00002489676,"about_ca_system_score_gemma":0.00006486432,"threshold_uncertainty_score":0.9988448},"labels":[],"label_agreement":null},{"id":"W2732309437","doi":"10.1093/geroni/igx004.3053","title":"INFLUENCE OF ORGANIZATIONAL CONTEXT ON NURSING HOME RESIDENTS’ SOCIAL ENGAGEMENT","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health and Well-being Studies","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Context (archaeology); Minimum Data Set; Nursing; Health care; Psychology; Medicine; Nursing homes","score_opus":0.052963029302020265,"score_gpt":0.4004983924491468,"score_spread":0.3475353631471265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2732309437","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9820908,0.000018248395,0.00016192032,0.0044787843,0.0003610248,0.00010552711,0.0000025791335,0.000017738723,0.012763421],"genre_scores_gemma":[0.998442,0.000002062781,0.00004310915,0.00114218,0.00014336752,0.000010131887,0.0000057372226,0.0000087136905,0.00020267787],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99909246,0.00006350847,0.0003859128,0.00014323297,0.00015674545,0.00015815604],"domain_scores_gemma":[0.9992246,0.00007547942,0.00031316862,0.00015896566,0.00021936555,0.000008400281],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060048955,0.00006409076,0.00011395973,0.00022989284,0.00043673316,0.000024405936,0.00013799209,0.000043322747,0.00005946442],"category_scores_gemma":[0.0004070261,0.00007013405,0.0000082112965,0.00029484543,0.000094121526,0.00009007961,0.000026574855,0.00015582492,0.000039187726],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038370934,0.000088366825,0.6305274,0.0000326631,0.000018844763,0.000004891057,0.019763362,0.00007672328,0.00046547392,0.33174232,0.0035415948,0.013700004],"study_design_scores_gemma":[0.0005475123,0.00001787933,0.99331546,0.00016184336,0.0000018808006,4.3742443e-7,0.00069971854,0.0000039213937,0.00029107943,0.0044738436,0.00042318803,0.00006321689],"about_ca_topic_score_codex":0.00019535895,"about_ca_topic_score_gemma":0.000009476673,"teacher_disagreement_score":0.36278808,"about_ca_system_score_codex":0.000080256395,"about_ca_system_score_gemma":0.00004421619,"threshold_uncertainty_score":0.33590424},"labels":[],"label_agreement":null},{"id":"W2732317649","doi":"10.1093/geroni/igx004.4582","title":"LNTRODUCTION OF ISUPPORT: DESIGN AND CONTENT","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"ICT in Developing Communities","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Presentation (obstetrics); Adaptation (eye); Mental health; Resource (disambiguation); Dementia; Computer science; Medical education; Psychology; Medicine; Psychiatry","score_opus":0.12788394529141947,"score_gpt":0.3102449780194456,"score_spread":0.18236103272802615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2732317649","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35832918,0.000016900382,0.6377419,0.0029188108,0.00034750166,0.00006986107,9.247598e-8,0.000025282769,0.00055043254],"genre_scores_gemma":[0.9221042,0.0000059424233,0.07767854,0.000092225804,0.000020218507,0.000004871084,5.6547105e-7,0.0000023316777,0.00009115014],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99948406,0.00003376246,0.0002307828,0.00008546723,0.000090258916,0.00007564164],"domain_scores_gemma":[0.99913806,0.000044284043,0.00021277295,0.0004217727,0.0001784352,0.000004665667],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007703246,0.000041989337,0.000068915506,0.00024015558,0.00013971014,0.00011759284,0.00038012542,0.000017347902,0.0000015066624],"category_scores_gemma":[0.00021937986,0.000044236313,0.00000422653,0.00020466193,0.000058671914,0.00057130517,0.0001851482,0.000069216025,0.0000010998668],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000063254547,0.00003255404,0.0797754,0.000060573977,0.000012996529,0.0000050122194,0.008927036,0.00025781305,0.013097161,0.7662171,0.00058183103,0.13102618],"study_design_scores_gemma":[0.0008932728,0.00005230504,0.7938181,0.00034586963,0.000002543939,0.00003585604,0.0007266028,0.034247756,0.11925516,0.04866261,0.0016379677,0.00032194852],"about_ca_topic_score_codex":0.00006201753,"about_ca_topic_score_gemma":0.0000016117509,"teacher_disagreement_score":0.7175545,"about_ca_system_score_codex":0.00002057863,"about_ca_system_score_gemma":0.0000337499,"threshold_uncertainty_score":0.18039045},"labels":[],"label_agreement":null},{"id":"W2732360227","doi":"10.1093/geroni/igx004.845","title":"BEYOND THE ISOLATED SWALLOW: DYSPHAGIA IN THE CONTEXT OF PERFORMANCE DURING A MEAL","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Swallowing; Dysphagia; Medicine; Ingestion; Rehabilitation; Context (archaeology); Physical therapy; Oropharyngeal dysphagia; Physical medicine and rehabilitation; Surgery; Internal medicine","score_opus":0.04286957441086549,"score_gpt":0.3876748801096236,"score_spread":0.3448053056987581,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2732360227","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96088463,0.000021208003,0.00014974522,0.007310567,0.00046862345,0.0006863334,0.0000011651207,0.000017322955,0.030460414],"genre_scores_gemma":[0.99723184,0.000021841777,0.000047032885,0.0014389995,0.00006702646,0.00013226255,0.0000067919664,0.000009382382,0.001044818],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985387,0.00015418915,0.00066746,0.00013833819,0.00022522334,0.0002760896],"domain_scores_gemma":[0.99872965,0.00013911299,0.0005316758,0.00046060004,0.00013108292,0.000007866757],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021341676,0.00009263053,0.00013962842,0.00021492555,0.00078663335,0.000034443816,0.00048994465,0.00005454509,0.0000683652],"category_scores_gemma":[0.00012649811,0.00005972506,0.000014445884,0.0005088919,0.00006202333,0.00034429185,0.00016892298,0.0005050311,0.000022418473],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005823879,0.000054104672,0.9020861,0.00023281599,0.000032502045,0.0000063205607,0.02420171,0.000036229652,0.0013268526,0.06457424,0.0010032364,0.006387689],"study_design_scores_gemma":[0.0015108654,0.000019003246,0.9809586,0.0002611529,0.000008204997,4.260716e-7,0.010556729,0.0023264082,0.00020722476,0.00076271244,0.00329703,0.0000916761],"about_ca_topic_score_codex":0.00030646843,"about_ca_topic_score_gemma":0.0004330783,"teacher_disagreement_score":0.07887251,"about_ca_system_score_codex":0.00009100759,"about_ca_system_score_gemma":0.00006588536,"threshold_uncertainty_score":0.6050227},"labels":[],"label_agreement":null},{"id":"W2732364834","doi":"10.1093/geroni/igx004.1299","title":"SIT TO STAND ACTIVITY: A LITERATURE REVIEW","year":2017,"lang":"en","type":"review","venue":"Innovation in Aging","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Psychological intervention; Rehabilitation; Physical medicine and rehabilitation; Population; Psychology; Gerontology; Physical activity; Weakness; Medicine; Activities of daily living; Inclusion (mineral); Physical therapy; Social psychology; Psychiatry; Surgery; Environmental health","score_opus":0.0966066363100486,"score_gpt":0.4410879338818328,"score_spread":0.34448129757178425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2732364834","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000021985448,0.99255186,0.000089530855,0.0016635868,0.00047745244,0.0016071048,0.000021096841,0.000037275335,0.0035300923],"genre_scores_gemma":[0.000009337877,0.994435,0.000425461,0.0010504703,0.00028421707,0.00016550063,0.00011070232,0.00003415926,0.003485112],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983897,0.000084262116,0.0007379734,0.00035457624,0.0002521702,0.0001812983],"domain_scores_gemma":[0.998478,0.00014629478,0.000476707,0.0005518267,0.00029812971,0.000049035236],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007829859,0.0002531572,0.001446182,0.0012394497,0.000056396737,0.00008026409,0.00012170474,0.00020060435,0.000051401028],"category_scores_gemma":[0.0015162575,0.00019628221,0.00020326678,0.0020529788,0.000021067008,0.00014329368,0.000050215775,0.0006113156,0.00006779087],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003454517,0.00002135555,0.00005039057,0.12742664,0.000029636336,0.000031553052,0.0000697718,3.9345327e-8,0.0000014113389,0.0001028013,0.0039954386,0.86826754],"study_design_scores_gemma":[0.000111651054,0.000019963092,0.00011452545,0.3743589,0.000076536155,0.000046961362,0.0000028527434,3.9160045e-7,4.1204063e-7,0.000008441046,0.62514955,0.00010983216],"about_ca_topic_score_codex":0.0000023587625,"about_ca_topic_score_gemma":9.664249e-7,"teacher_disagreement_score":0.8681577,"about_ca_system_score_codex":0.0002884809,"about_ca_system_score_gemma":0.00039988843,"threshold_uncertainty_score":0.80041564},"labels":[],"label_agreement":null},{"id":"W2732406972","doi":"10.1093/geroni/igx004.1927","title":"INTRODUCING MONTESSORI-BASED VISITING IN A CANADIAN LONG-TERM CARE HOME: RESULTS AND RECOMMENDATIONS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Education Methods and Practices","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia; University of Saskatchewan","funders":"","keywords":"Dementia; Presentation (obstetrics); Unit (ring theory); Montessori method; Psychology; Work (physics); Nursing; Long-term care; Medical education; Day care; Gerontology; Medicine; Pedagogy; Engineering; Mathematics education","score_opus":0.061290587811082646,"score_gpt":0.4426741007875095,"score_spread":0.38138351297642686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2732406972","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9141121,0.000077931705,0.00029484692,0.072776556,0.0005396206,0.0001546643,0.000007745356,0.000015402487,0.012021118],"genre_scores_gemma":[0.9922617,0.000026360945,0.007012073,0.0003460399,0.00021844382,0.000015104651,0.000032702166,0.0000054723655,0.00008212418],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99892795,0.00022332733,0.0003157855,0.00019893862,0.00010412185,0.00022986573],"domain_scores_gemma":[0.99892455,0.0003360864,0.00029599236,0.000187008,0.00020625725,0.000050105074],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035988172,0.000056660127,0.000080607155,0.00055196724,0.0010078147,0.00045392453,0.00014554529,0.000049770777,0.000023955121],"category_scores_gemma":[0.004553996,0.0000684398,0.000006490319,0.0005923832,0.000060565268,0.0007019219,0.000016658161,0.00019061282,0.0000015214596],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004000229,0.000006121563,0.8497902,0.000014491676,0.0000012784777,0.0000026550786,0.03997814,0.000024932244,0.000032185264,0.009294929,0.000047717258,0.10080335],"study_design_scores_gemma":[0.0004884941,0.0000055252417,0.96288496,0.00028299325,0.0000025934166,3.2652014e-7,0.025505573,0.00019266625,0.00008638229,0.0007393281,0.009663366,0.00014781154],"about_ca_topic_score_codex":0.47763616,"about_ca_topic_score_gemma":0.8250134,"teacher_disagreement_score":0.34737727,"about_ca_system_score_codex":0.0003099312,"about_ca_system_score_gemma":0.00054432073,"threshold_uncertainty_score":0.7751398},"labels":[],"label_agreement":null},{"id":"W2732417271","doi":"10.1093/geroni/igx004.2203","title":"PREPARATIONS FOR END OF LIFE AMONG LGBT OLDER CANADIANS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo; Dalhousie University; Mount Saint Vincent University; Université du Québec à Montréal; University of Alberta; Simon Fraser University","funders":"","keywords":"Transgender; Lesbian; Psychology; Gender studies; Intervention (counseling); Focus group; Gerontology; Sexual minority; Human immunodeficiency virus (HIV); Medicine; Sociology; Family medicine; Psychiatry","score_opus":0.06025033225395063,"score_gpt":0.4159365059011311,"score_spread":0.35568617364718047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2732417271","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92704964,0.00003148594,0.0011718395,0.0053383834,0.00090155134,0.00033110168,0.000034745906,0.000016737124,0.065124504],"genre_scores_gemma":[0.99310046,0.0000026892578,0.00015909289,0.00053789566,0.00028613594,0.00008353388,0.00002385572,0.000011079047,0.0057952637],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99915445,0.000024518826,0.0004126132,0.00014290358,0.00006851472,0.0001970009],"domain_scores_gemma":[0.99905765,0.000051142564,0.00032238115,0.0003660378,0.0001677287,0.000035033347],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036013804,0.00006026313,0.00011013362,0.00035889188,0.00025668583,0.000048190595,0.00016802523,0.000071214854,0.00018324926],"category_scores_gemma":[0.0003229755,0.00007049759,0.000019222856,0.00022566394,0.0000823742,0.0001919178,0.000014615609,0.00008772755,0.000015419104],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005960106,0.00003361519,0.863847,0.00012713083,0.0000146683915,0.0000010172031,0.0039167204,0.00001436838,0.00005926103,0.10772171,0.021528855,0.002729681],"study_design_scores_gemma":[0.0005636517,0.000012010514,0.99188876,0.000018421566,0.000006566086,7.943227e-7,0.00020672088,0.000090749156,0.000017924429,0.002747897,0.0043695625,0.00007695775],"about_ca_topic_score_codex":0.101866536,"about_ca_topic_score_gemma":0.06457305,"teacher_disagreement_score":0.12804173,"about_ca_system_score_codex":0.000050388415,"about_ca_system_score_gemma":0.00019323446,"threshold_uncertainty_score":0.95249605},"labels":[],"label_agreement":null},{"id":"W2732506106","doi":"10.1093/geroni/igx004.4140","title":"THE ASSOCIATION BETWEEN FRAILTY AND SLEEP QUALITY IN OLDER ADULTS LIVING IN SELF-PAID CARE HOMES","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pittsburgh Sleep Quality Index; Gerontology; Activities of daily living; Geriatric Depression Scale; Sleep quality; Sleep (system call); Depression (economics); Association (psychology); Barthel index; Correlation; Medicine; Psychology; Insomnia; Physical therapy; Depressive symptoms; Psychiatry; Cognition","score_opus":0.024212306689980163,"score_gpt":0.33055481626974836,"score_spread":0.3063425095797682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2732506106","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99296415,0.00023941431,0.000028855779,0.004753431,0.00018233364,0.00043251898,0.000004569994,0.000046403733,0.0013483416],"genre_scores_gemma":[0.99918014,0.00004016769,0.00025685542,0.00018487286,0.00014181562,0.0000382387,0.0000265686,0.000015738417,0.00011558291],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99828345,0.00012550976,0.00069399906,0.00027592288,0.0003330938,0.00028803787],"domain_scores_gemma":[0.9982412,0.00064697606,0.000446925,0.00037949093,0.00026103525,0.000024409195],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001953452,0.0001289911,0.00025883853,0.0003416674,0.00020186338,0.0001299505,0.00015161716,0.00014333695,0.0000047227204],"category_scores_gemma":[0.0038746803,0.00011650015,0.00001794172,0.000539464,0.00003730647,0.00035092092,0.000106372776,0.0004622356,0.0000037978248],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001005025,0.00002695654,0.9449836,0.0001447172,0.000014732051,0.0000042369516,0.01429739,0.0000026317277,0.00004808709,0.00019011875,0.000048527912,0.04022893],"study_design_scores_gemma":[0.0018751483,0.0000149216285,0.9927069,0.0012511936,0.000007781417,8.4743573e-7,0.0032551775,0.0002126191,0.00017844858,0.00015646809,0.00021705052,0.00012343236],"about_ca_topic_score_codex":0.0014748601,"about_ca_topic_score_gemma":0.0030096776,"teacher_disagreement_score":0.04772329,"about_ca_system_score_codex":0.00063689565,"about_ca_system_score_gemma":0.000059287067,"threshold_uncertainty_score":0.47507384},"labels":[],"label_agreement":null},{"id":"W2732521767","doi":"10.1093/geroni/igx004.3651","title":"DETECTION OF COGNITIVE FRAILTY WITH THE COMPREHENSIVE FRAILTY ASSESSMENT INSTRUMENT","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Engineering Diagnostics and Reliability","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cronbach's alpha; Montreal Cognitive Assessment; Cognition; Gerontology; Psychology; Reliability (semiconductor); Multivariate analysis; Cognitive decline; Economic shortage; Cognitive Assessment System; Clinical psychology; Cognitive impairment; Medicine; Psychometrics; Psychiatry; Dementia; Disease","score_opus":0.02607360620195651,"score_gpt":0.28448015353099565,"score_spread":0.2584065473290391,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2732521767","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.944698,0.00001995118,0.0532186,0.00017231997,0.00023287103,0.00017383677,0.0000052477676,0.000042230422,0.0014369505],"genre_scores_gemma":[0.99946374,0.000011178404,0.00041495453,0.00002447071,0.00003096464,0.00003165236,0.00000576495,0.000011647822,0.000005629574],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99945706,0.00000964907,0.00020816569,0.00009336495,0.00012846538,0.000103284976],"domain_scores_gemma":[0.9993848,0.00013139508,0.000092839866,0.00020988646,0.00017168588,0.000009353302],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015812714,0.000086336935,0.00010285642,0.0000941992,0.0001020105,0.000039297032,0.000102090984,0.000037124744,0.0000044821472],"category_scores_gemma":[0.000081515755,0.00006420667,0.000011819329,0.00020626739,0.00006793266,0.00010050345,0.000029562078,0.00021056768,0.0000010142692],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043670956,0.0002113312,0.24402352,0.0006986,0.00035480177,0.000016768028,0.0037394096,0.41111276,0.13013475,0.011970963,0.000132973,0.19756047],"study_design_scores_gemma":[0.0005378183,0.000037938808,0.9256716,0.00027024304,0.000009363095,0.0000014095059,0.00031463054,0.037456203,0.03465219,0.000248767,0.0006692799,0.00013058679],"about_ca_topic_score_codex":0.00006400082,"about_ca_topic_score_gemma":0.00004262465,"teacher_disagreement_score":0.6816481,"about_ca_system_score_codex":0.00006251503,"about_ca_system_score_gemma":0.000013969033,"threshold_uncertainty_score":0.26182723},"labels":[],"label_agreement":null},{"id":"W2732542760","doi":"10.1093/geroni/igx004.1592","title":"HEALTH EQUITY PREDICTORS AMONG AGING PARENTAL CAREGIVERS OF ADULTS WHO HAVE AUTISM","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Family and Disability Support Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University","funders":"","keywords":"Autism spectrum disorder; Psychology; Gerontology; Health care; Health equity; Autism; Medicine; Developmental psychology; Public health; Nursing","score_opus":0.06297936548037299,"score_gpt":0.4151616923593329,"score_spread":0.35218232687895995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2732542760","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9701164,0.00003753378,0.0002505681,0.0017747472,0.0005240637,0.00029253628,0.000027442082,0.00003347448,0.026943263],"genre_scores_gemma":[0.9993402,0.0000032200487,0.00003978499,0.00010648394,0.000049674425,0.00002512631,0.00005554282,0.000012092267,0.00036787867],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998189,0.00010719944,0.00061129965,0.00034182594,0.0003358656,0.00041481873],"domain_scores_gemma":[0.9987174,0.0000730837,0.00043303097,0.00060476415,0.00011441727,0.00005729251],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012858674,0.000114995644,0.00023813389,0.00036391703,0.00026187216,0.00005843834,0.0003789276,0.000086185886,0.0002172885],"category_scores_gemma":[0.00025054283,0.00012616908,0.000036882397,0.0003065648,0.0003619929,0.0003431452,0.00023737413,0.00031828595,0.000010850831],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003304118,0.000072920804,0.95134723,0.000099778976,0.000015696323,0.000009048396,0.016406514,0.0000083414225,0.0000370455,0.0061654034,0.0014158528,0.024389148],"study_design_scores_gemma":[0.00086786185,0.00004604,0.9839455,0.0002745759,0.0000016081719,0.0000016466547,0.013546864,0.00018105417,0.00014793189,0.0007472007,0.00014144843,0.00009827223],"about_ca_topic_score_codex":0.020769073,"about_ca_topic_score_gemma":0.0020699722,"teacher_disagreement_score":0.032598287,"about_ca_system_score_codex":0.0002371976,"about_ca_system_score_gemma":0.00012531783,"threshold_uncertainty_score":0.9857517},"labels":[],"label_agreement":null},{"id":"W2732550214","doi":"10.1093/geroni/igx004.882","title":"SLOW PROCESSING SPEED PREDICTS FALLS IN OLDER ADULTS WITH A FALLS HISTORY: 1-YEAR PROSPECTIVE COHORT","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Prospective cohort study; Medicine; Poison control; Injury prevention; Incidence (geometry); Cohort; Occupational safety and health; Cohort study; Suicide prevention; Environmental health; Surgery; Internal medicine","score_opus":0.022653457168296667,"score_gpt":0.3280969739453718,"score_spread":0.30544351677707515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2732550214","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9738845,0.000068858026,0.00040605487,0.00034130272,0.00050462276,0.0018726649,0.000004984777,0.00010655229,0.022810424],"genre_scores_gemma":[0.99649817,0.000012918041,0.00071429193,0.00036182938,0.00023019158,0.00026427588,0.000050401544,0.000036926285,0.0018310193],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978864,0.00012511012,0.00073803926,0.0004599931,0.00033034873,0.0004600982],"domain_scores_gemma":[0.9982015,0.000044472567,0.0008562492,0.00039808432,0.0004614363,0.00003828362],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012168431,0.00018815463,0.00030083302,0.00045515393,0.0004295156,0.000038665043,0.0002454986,0.00018737454,0.000023988698],"category_scores_gemma":[0.00027960847,0.00017720158,0.000018476703,0.0005241282,0.00009472043,0.0007829506,0.00008134555,0.00077557395,0.000039961906],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011887512,0.00019052657,0.9816331,0.00034636966,0.000010487046,0.000011558227,0.0127983065,0.0000019197914,0.00069608726,0.001340843,0.00061043166,0.002241491],"study_design_scores_gemma":[0.0043895585,0.00003026941,0.9869742,0.0040343343,0.000007370888,0.0000011931181,0.0025220662,0.0008424079,0.000009768172,0.0003826053,0.0006031439,0.00020311013],"about_ca_topic_score_codex":0.0006361933,"about_ca_topic_score_gemma":0.00094927475,"teacher_disagreement_score":0.02261361,"about_ca_system_score_codex":0.0009495516,"about_ca_system_score_gemma":0.0004296028,"threshold_uncertainty_score":0.7226071},"labels":[],"label_agreement":null},{"id":"W2732583485","doi":"10.1093/geroni/igx004.1060","title":"USING TECHNOLOGIES TO IMPROVE HEALTHCARE AND QUALITY OF LIFE IN THE VULNERABLE ELDERLY","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Université de Sherbrooke","funders":"","keywords":"Affect (linguistics); Dementia; Quality of life (healthcare); Health care; Wearable computer; Medicine; Wearable technology; Chronic pain; Psychology; Gerontology; Psychiatry; Computer science; Nursing; Disease","score_opus":0.10526511406459142,"score_gpt":0.41296662890183855,"score_spread":0.3077015148372471,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2732583485","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9782401,0.00010686125,0.0003693437,0.020605814,0.000096505755,0.00025889807,0.000001564767,0.000014225162,0.0003067116],"genre_scores_gemma":[0.99736553,0.000008067986,0.0020547912,0.0005158627,0.000019179346,0.000012286896,0.000001009875,0.000003114404,0.000020149804],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99928725,0.00005604903,0.0003611052,0.00010512961,0.00010572714,0.000084712075],"domain_scores_gemma":[0.9993191,0.00015615919,0.00016354816,0.00023781863,0.00011544702,0.000007951107],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013814091,0.000043227225,0.0001455016,0.00030797182,0.00009726102,0.000022327045,0.00006590366,0.00004753725,0.0000013214692],"category_scores_gemma":[0.0034197876,0.000031665346,0.000010228328,0.00035305714,0.000055961842,0.000088854096,0.000027869306,0.0002067664,3.009935e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026990825,0.00002141348,0.938803,0.00021817212,0.0000030945528,6.203854e-7,0.0016672671,0.00001285559,0.021329386,0.0055508115,0.000014953912,0.03235143],"study_design_scores_gemma":[0.00077567395,0.00008462215,0.9833564,0.00029081805,0.0000016342183,0.0000014933291,0.010974512,0.00025353633,0.0023579493,0.001685381,0.00016309266,0.000054841545],"about_ca_topic_score_codex":0.0011128329,"about_ca_topic_score_gemma":0.00012209857,"teacher_disagreement_score":0.04455344,"about_ca_system_score_codex":0.000038950206,"about_ca_system_score_gemma":0.000060146278,"threshold_uncertainty_score":0.40940523},"labels":[],"label_agreement":null},{"id":"W2732590832","doi":"10.1093/geroni/igx004.591","title":"HOME HEALTH AIDES’ ROLE IN PRESSURE ULCER PREVENTION AMONG THE ELDERLY AT HOME: A SCOPING REVIEW","year":2017,"lang":"en","type":"review","venue":"Innovation in Aging","topic":"Pressure Ulcer Prevention and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Psychological intervention; Coaching; Home health; Nursing; Qualitative research; Health care; Peer pressure; Family medicine; Psychology","score_opus":0.15080044088150915,"score_gpt":0.50283706162537,"score_spread":0.3520366207438609,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2732590832","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000020052272,0.9805799,0.0003079408,0.001635563,0.0011230005,0.01285402,0.000016855252,0.00011149264,0.003351159],"genre_scores_gemma":[0.00019449802,0.9831393,0.000074818985,0.0010890481,0.00024156879,0.003920605,0.00030917683,0.00007901456,0.010952004],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99131423,0.0029775987,0.003647507,0.0007475501,0.0005248001,0.0007883206],"domain_scores_gemma":[0.99385566,0.0003537079,0.0042433525,0.0012875987,0.00019608763,0.000063616535],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.009695296,0.00048882957,0.0020103934,0.0010730355,0.0010368035,0.00007163756,0.0008713583,0.00036298195,0.00063304405],"category_scores_gemma":[0.0004618529,0.0003861384,0.00023811948,0.0016549787,0.00007012006,0.0004876368,0.00078371423,0.0018220815,0.00015580362],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000035632895,0.00004588462,0.0011465147,0.27135253,0.000077296885,0.000004058867,0.0005693278,0.000003933132,5.1490854e-8,0.0014512021,0.008594754,0.71675086],"study_design_scores_gemma":[0.00033295082,0.000014197951,0.0009900908,0.44471747,0.00009691255,0.0000012109856,0.00007258728,0.000007684999,1.7567679e-8,0.00037357505,0.5531748,0.0002185411],"about_ca_topic_score_codex":0.0004454503,"about_ca_topic_score_gemma":0.0035324465,"teacher_disagreement_score":0.71653235,"about_ca_system_score_codex":0.00068572565,"about_ca_system_score_gemma":0.0010620999,"threshold_uncertainty_score":0.99985904},"labels":[],"label_agreement":null},{"id":"W2732591543","doi":"10.1093/geroni/igx004.1549","title":"SEX DIFFERENCES IN THE CIRCUMSTANCES OF FALLS AMONG OLDER ADULTS IN LONG-TERM CARE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health and Wellbeing Research","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fraser Health; Simon Fraser University; University of British Columbia","funders":"","keywords":"Falling (accident); Medicine; Fall prevention; Activities of daily living; Fear of falling; Gerontology; Injury prevention; Poison control; Demography; Sitting; Odds; Occupational safety and health; Falls in older adults; Physical therapy; Logistic regression; Medical emergency; Environmental health","score_opus":0.06473131342698667,"score_gpt":0.44758671813555234,"score_spread":0.38285540470856566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2732591543","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99403846,0.0001092656,0.00004350159,0.0013557753,0.00020217273,0.0007560772,0.0000035380635,0.0000090076455,0.0034822102],"genre_scores_gemma":[0.99931127,0.000042866668,0.000013375082,0.00029763565,0.00008086138,0.0001462285,0.00001275407,0.0000073569468,0.00008762888],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979433,0.000374013,0.00076595764,0.00019427601,0.00030313048,0.00041934496],"domain_scores_gemma":[0.99859864,0.0004808571,0.00035265615,0.00035471577,0.00019043034,0.000022677596],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020374523,0.00008329815,0.00020288394,0.00047398946,0.00035689256,0.00002610941,0.00042708774,0.00011271647,0.000040043564],"category_scores_gemma":[0.0006523248,0.00006244573,0.000010973329,0.0006492229,0.00009442179,0.00021633739,0.000071432034,0.0007538098,0.0000067442525],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010540893,0.000024503828,0.9308682,0.00081742706,9.2212764e-7,0.000008877239,0.055348475,0.0000011482867,0.000019231116,0.00048433282,0.000025551546,0.012390756],"study_design_scores_gemma":[0.000814973,0.000010607343,0.9759646,0.0029968938,4.0309527e-7,9.897985e-8,0.0198222,0.00006804341,0.000036828096,0.0002136808,0.000011940899,0.000059701502],"about_ca_topic_score_codex":0.004292185,"about_ca_topic_score_gemma":0.012322197,"teacher_disagreement_score":0.045096394,"about_ca_system_score_codex":0.00011545752,"about_ca_system_score_gemma":0.0002509055,"threshold_uncertainty_score":0.6876075},"labels":[],"label_agreement":null},{"id":"W2732597073","doi":"10.1093/geroni/igx004.1370","title":"IT’S AN INTIMACY CRITERION: RELATIONSHIPS IN LATE LIFE FROM A PERSONAL COMMUNITIES APPROACH","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Closeness; Typology; Social psychology; Personal network; Psychology; Personal life; Interpersonal ties; Thematic analysis; Social capital; Social network (sociolinguistics); Diversity (politics); Qualitative research; Sociology; World Wide Web; Epistemology; Social science; Computer science; Social media","score_opus":0.21149117432164743,"score_gpt":0.4113554619350694,"score_spread":0.19986428761342195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2732597073","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9486053,0.000031788823,0.00020317237,0.03117609,0.00026460038,0.00012171773,0.000005687942,0.000030382176,0.019561248],"genre_scores_gemma":[0.99418837,0.000025908334,0.0009789196,0.0043299827,0.00019090071,0.000023780178,0.000048462534,0.000006983863,0.00020670754],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987271,0.0003355769,0.00038314558,0.00011292294,0.00020171778,0.00023953815],"domain_scores_gemma":[0.99928355,0.00020350254,0.00016341826,0.00020831086,0.00009566342,0.000045527384],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0020787313,0.00006880421,0.00012990311,0.00024147824,0.0013887013,0.00038076492,0.0002959925,0.000081869344,0.00011451605],"category_scores_gemma":[0.00086929934,0.00007806562,0.000013083974,0.000330476,0.00016978483,0.0010221971,0.00004447843,0.00039697587,0.0000065274085],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004382718,0.000023659255,0.7839981,0.000015848436,0.0000015975816,0.0000010687377,0.17496693,0.000022515334,0.0000013280935,0.039780855,0.00015653027,0.0010271851],"study_design_scores_gemma":[0.0002779317,0.0000025847883,0.9023981,0.000114621056,0.0000010273927,7.659021e-8,0.083532885,0.0033583653,7.81124e-7,0.005294157,0.0049209106,0.00009857561],"about_ca_topic_score_codex":0.07825431,"about_ca_topic_score_gemma":0.035420116,"teacher_disagreement_score":0.11839999,"about_ca_system_score_codex":0.00012647564,"about_ca_system_score_gemma":0.00021253963,"threshold_uncertainty_score":0.99991137},"labels":[],"label_agreement":null},{"id":"W2732607744","doi":"10.1093/geroni/igx004.4548","title":"IS COGNITIVE DECLINE SIMILAR AMONG PARKINSON’S DISEASE MOTOR SUB-TYPES? A PROSPECTIVE STUDY","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Cognition; Neuropsychology; Cognitive decline; Medicine; Executive functions; Gait; Parkinson's disease; Audiology; Disease; Internal medicine; Cognitive impairment; Physical medicine and rehabilitation; Psychiatry; Dementia","score_opus":0.030978089294413782,"score_gpt":0.33031624834032686,"score_spread":0.2993381590459131,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2732607744","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99602336,0.000071731745,0.00028229496,0.00081873225,0.00017223845,0.001585456,0.00005899672,0.000065132655,0.00092203944],"genre_scores_gemma":[0.99836326,0.000011562973,0.000119258984,0.0007304427,0.00013362891,0.00033432315,0.000050953655,0.0000320732,0.00022449392],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984659,0.000036129022,0.00038309785,0.0004885281,0.000369508,0.00025687084],"domain_scores_gemma":[0.9987093,0.000034850622,0.00031426744,0.00042726233,0.0003929654,0.00012134162],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003188402,0.00020980445,0.00027686628,0.00036263288,0.00030866836,0.00011384847,0.00011565184,0.000047225694,0.000072843766],"category_scores_gemma":[0.00057838875,0.00019607,0.000052495467,0.0003769458,0.00006986738,0.00031332122,0.00011348567,0.00017926368,0.000037311904],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048318724,0.001117801,0.9936801,0.000030930114,0.00015160294,0.0005546369,0.00073257054,0.0000010551024,0.00019111519,0.00016833765,0.000029608911,0.0028590313],"study_design_scores_gemma":[0.0055856043,0.00017326589,0.9890024,0.00029630514,0.00017345266,0.0000018251451,0.00042905362,0.0005663908,0.0015134425,0.0017522089,0.00033119,0.00017486124],"about_ca_topic_score_codex":0.00013209964,"about_ca_topic_score_gemma":0.000047305057,"teacher_disagreement_score":0.0051024174,"about_ca_system_score_codex":0.00017408174,"about_ca_system_score_gemma":0.00012629075,"threshold_uncertainty_score":0.7995503},"labels":[],"label_agreement":null},{"id":"W2732617637","doi":"10.1093/geroni/igx004.3433","title":"FROM ‘ACTIVE’ TO ‘PRECARIOUS’ AGEING: GLOBALIZATION AND THE RECONSTRUCTION OF THE LIFE COURSE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Framing (construction); Active ageing; Life course approach; Inequality; Political science; Politics; Globalization; Political economy; Sociology; Older people; Economic growth; Development economics; Economics; Psychology; Gerontology; Social psychology; Engineering","score_opus":0.11719614399400387,"score_gpt":0.40900696477162163,"score_spread":0.2918108207776178,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2732617637","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9745307,0.000019575471,0.00032080684,0.01486392,0.00067318865,0.00030706794,0.0000029008381,0.000009276919,0.00927255],"genre_scores_gemma":[0.9994566,0.000011695165,0.000059359958,0.00027596857,0.0001285048,0.00001170183,0.0000012409089,0.0000023775967,0.00005253783],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992542,0.000131791,0.00022164789,0.00011231232,0.00019833911,0.000081707854],"domain_scores_gemma":[0.9993433,0.000058780966,0.0002457042,0.0002107528,0.00012733994,0.00001413458],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009303681,0.00004098918,0.00007266965,0.000029783228,0.000576212,0.000115550574,0.00018457949,0.000030462612,0.000018853814],"category_scores_gemma":[0.0011725349,0.000028511384,0.000013472064,0.00027496766,0.00039528968,0.0001954143,0.00005786067,0.000052221585,8.9638166e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025952862,0.00002078445,0.81913203,0.0000064339674,0.000016175745,8.25606e-8,0.048627324,0.00006064096,0.00022041451,0.080124564,0.00019419103,0.05157144],"study_design_scores_gemma":[0.00049118156,0.0000039281676,0.94692135,0.00008452384,0.000013208062,7.479732e-8,0.010471933,0.00015742374,0.0003459065,0.039789125,0.0016626518,0.000058686535],"about_ca_topic_score_codex":0.019362062,"about_ca_topic_score_gemma":0.0042575197,"teacher_disagreement_score":0.12778935,"about_ca_system_score_codex":0.00006207068,"about_ca_system_score_gemma":0.00007044616,"threshold_uncertainty_score":0.9871681},"labels":[],"label_agreement":null},{"id":"W2732630343","doi":"10.1093/geroni/igx004.1994","title":"THE INFLUENCE OF TEAMWORK ON HEALTHCARE WORKERS’ JOB SATISFACTION AND DESIRE TO PROVIDE QUALITY CARE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Teamwork; Health care; Job satisfaction; Nursing; Active listening; Psychology; Perception; Medicine; Social psychology; Management; Political science","score_opus":0.07343203046336912,"score_gpt":0.5004597735916384,"score_spread":0.4270277431282693,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2732630343","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97562027,0.000032159747,0.00005828072,0.021855563,0.00071868015,0.0006923565,0.0000050552567,0.000019976018,0.000997644],"genre_scores_gemma":[0.9967572,0.000007031935,0.00030326063,0.0022504563,0.00009444527,0.00019348986,0.0000057686066,0.000008726211,0.00037963592],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984764,0.0003052055,0.00065089896,0.0001756682,0.00021392245,0.00017794051],"domain_scores_gemma":[0.99774843,0.00033277136,0.00058433594,0.00035531065,0.0009476329,0.000031540403],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0010806189,0.00008183978,0.00011639317,0.00016635623,0.0017024433,0.00003510139,0.00011891551,0.0000893452,0.0000064993856],"category_scores_gemma":[0.001704993,0.000064044354,0.000008652111,0.00044862484,0.00004966837,0.00021803225,0.00006298747,0.00037586672,0.000013704896],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011693154,0.000004052099,0.90103567,0.000119422584,0.0000023868017,1.18836766e-7,0.01227628,0.00004934467,0.0005157735,0.050310787,0.00026651775,0.03530269],"study_design_scores_gemma":[0.00020281551,0.000022727041,0.9689695,0.0010453222,0.0000010024835,8.153833e-8,0.026995996,0.000006823512,0.000103990096,0.0017349367,0.0008532515,0.00006351384],"about_ca_topic_score_codex":0.0030091505,"about_ca_topic_score_gemma":0.00505017,"teacher_disagreement_score":0.06793384,"about_ca_system_score_codex":0.00026054494,"about_ca_system_score_gemma":0.00062048365,"threshold_uncertainty_score":0.9995972},"labels":[],"label_agreement":null},{"id":"W2732645491","doi":"10.1093/geroni/igx004.1256","title":"RLIFE™: AN ONLINE PLATFORM TO SUPPORT THE SOCIAL INTERACTIONS OF INDIVIDUALS WITH DEMENTIA","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Ontario Shores Centre for Mental Health Sciences; Université de Montréal; Centre for Interdisciplinary Research in Rehabilitation; University of Waterloo; Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"Dementia; Social connectedness; Social support; Psychology; Population; Cognition; Gerontology; Medicine; Social psychology; Psychiatry","score_opus":0.39852571401676634,"score_gpt":0.5178228849511901,"score_spread":0.11929717093442377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2732645491","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9921749,0.0000018606597,0.00037577932,0.002780926,0.00050185126,0.0007003147,0.00006841304,0.000015418847,0.0033804874],"genre_scores_gemma":[0.9938643,0.00000111713,0.0010315997,0.0042026388,0.00020041635,0.000113756425,0.00036345163,0.000009952464,0.00021278221],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99859065,0.000067382585,0.00071321806,0.00013109505,0.00023836992,0.0002593012],"domain_scores_gemma":[0.9987712,0.000073173236,0.00064851483,0.0002664119,0.00020221174,0.000038517777],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010653785,0.00007842102,0.00012385195,0.00022192225,0.0012791507,0.000016683567,0.00023135493,0.00003912787,0.00022995965],"category_scores_gemma":[0.000042303218,0.000056378005,0.000009732275,0.00030015534,0.00003758436,0.00031874407,0.000105412495,0.00031541628,0.000022617041],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042953594,0.00012603932,0.96138346,0.00015220657,0.000016256108,5.457522e-7,0.019716395,0.000006821577,0.00012918237,0.007460746,0.0010709298,0.009894443],"study_design_scores_gemma":[0.001267997,0.00027011932,0.9499776,0.0006704017,0.000014217208,4.852147e-7,0.020095998,0.00008317542,0.00032346824,0.00075813907,0.026408363,0.00013005543],"about_ca_topic_score_codex":0.00071813795,"about_ca_topic_score_gemma":0.0033523883,"teacher_disagreement_score":0.025337432,"about_ca_system_score_codex":0.00009819917,"about_ca_system_score_gemma":0.00018743963,"threshold_uncertainty_score":0.98383224},"labels":[],"label_agreement":null},{"id":"W2732659725","doi":"10.1093/geroni/igx004.4334","title":"USING IPADS TO PROMOTE PATIENT SAFETY AND REDUCE STAFF INJURIES IN DEMENTIA CARE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Dementia; Intervention (counseling); Distress; Mood; Medicine; Nursing; Psychiatry; Psychology; Clinical psychology; Disease","score_opus":0.03981839422194473,"score_gpt":0.38052160668797635,"score_spread":0.34070321246603164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2732659725","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99430114,0.000056987712,0.00048528032,0.0013620162,0.00007103387,0.00054461224,0.0000034044758,0.000011051035,0.0031644804],"genre_scores_gemma":[0.9978724,0.0000076554525,0.001804542,0.00018915969,0.000035355475,0.000020609983,0.000015578438,0.000009533359,0.000045152643],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989827,0.000025354617,0.0003310158,0.0002043613,0.0002328766,0.00022365162],"domain_scores_gemma":[0.9994235,0.000008054311,0.00009405204,0.00017775288,0.00026277665,0.000033877488],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037666986,0.00008104248,0.00012735568,0.00048252373,0.00015888631,0.00009144952,0.000057485136,0.000029033836,0.00003320217],"category_scores_gemma":[0.00020854129,0.00008109314,0.000008500627,0.000403101,0.000044422388,0.00020955598,0.000143981,0.00013750693,0.000002372354],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013613199,0.000050336523,0.7919554,0.000100488745,0.000013751415,0.00002489178,0.004785626,0.000006759995,0.022773102,0.0002832564,0.00001691,0.17985336],"study_design_scores_gemma":[0.0014325125,0.00021824548,0.9557473,0.0007214674,0.000013344397,0.000004224362,0.0032061187,0.00025986077,0.03508231,0.00014025641,0.0030501345,0.00012422084],"about_ca_topic_score_codex":0.00016736955,"about_ca_topic_score_gemma":0.000046279467,"teacher_disagreement_score":0.17972913,"about_ca_system_score_codex":0.00012593683,"about_ca_system_score_gemma":0.000083766565,"threshold_uncertainty_score":0.33068824},"labels":[],"label_agreement":null},{"id":"W2732706669","doi":"10.1093/geroni/igx004.4902","title":"ACCUMULATIVE LEARNING PROCESSES: OLDER INDIVIDUALS APPROPRIATING SMARTWATCHES","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Appropriation; Informal learning; Smartwatch; Club; Empirical research; Empirical evidence; Everyday life; Process (computing); Psychology; Knowledge management; Internet privacy; Computer science; Pedagogy; Political science; Wearable computer","score_opus":0.049089836839040064,"score_gpt":0.36231739927879836,"score_spread":0.3132275624397583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2732706669","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97873396,0.00002067082,0.0022226751,0.0055545433,0.00018699063,0.00030348034,8.1830655e-7,0.0003005489,0.012676297],"genre_scores_gemma":[0.9969466,0.000007964911,0.0022936088,0.000113278555,0.0001415403,0.00004996844,0.0000052812065,0.000014642722,0.00042714187],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985807,0.000096956705,0.0003818369,0.00028532403,0.00031551847,0.00033966405],"domain_scores_gemma":[0.99861455,0.00018069506,0.00058757677,0.00023557969,0.000361807,0.000019781473],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0018698605,0.00010844952,0.00014724089,0.00039157082,0.0015846514,0.00034629085,0.00050935306,0.00015659013,0.000030042931],"category_scores_gemma":[0.009479559,0.00011902555,0.00001301634,0.0010782554,0.00022291024,0.0010161003,0.00015083973,0.00042466263,0.000018784232],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000010817209,0.00001861324,0.8834426,0.000027832893,0.000008752387,0.0000024445949,0.07951515,0.000077604884,0.0001594474,0.015163173,0.000033642467,0.02154965],"study_design_scores_gemma":[0.0012605055,0.000019291185,0.8914701,0.0007282835,0.000009840143,0.0000012851756,0.06189391,0.0004276188,0.0036761442,0.027213912,0.012752461,0.00054668647],"about_ca_topic_score_codex":0.0009591926,"about_ca_topic_score_gemma":0.0013304002,"teacher_disagreement_score":0.021002963,"about_ca_system_score_codex":0.00010850403,"about_ca_system_score_gemma":0.00022265974,"threshold_uncertainty_score":0.99971515},"labels":[],"label_agreement":null},{"id":"W2732737322","doi":"10.1093/geroni/igx004.1205","title":"PREMORBID PERSONALITY AND THE OCCURRENCES OF THE RISK OF MCI AFTER 3 YEARS IN JAPANESE ELDERLY","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health and Well-being Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Neuroticism; Big Five personality traits; Montreal Cognitive Assessment; Dementia; Personality; Psychology; Openness to experience; Logistic regression; Risk factor; Demography; Gerontology; Cognitive impairment; Personality psychology; Cognitive decline; Cognition; Clinical psychology; Medicine; Psychiatry; Internal medicine; Disease","score_opus":0.033321830944013454,"score_gpt":0.36053006143460364,"score_spread":0.32720823049059017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2732737322","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99459654,0.00024580854,0.000003520728,0.0017201881,0.00023940206,0.00013556061,0.00000569575,0.0000022501433,0.0030510458],"genre_scores_gemma":[0.9997039,0.000017047203,0.0000137864845,0.00015399468,0.000024996532,0.000018920344,2.8816677e-7,0.0000020220887,0.00006504178],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99930125,0.00014400792,0.0002851096,0.00009216652,0.000083751154,0.00009372238],"domain_scores_gemma":[0.99928594,0.00014866622,0.00029001673,0.00022047077,0.000050913506,0.0000040094224],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001282452,0.000041648134,0.00011187433,0.000064717344,0.00006954384,0.000009913343,0.00013113349,0.000028124625,0.000017108065],"category_scores_gemma":[0.0003805106,0.000025397167,0.000013437843,0.00019966823,0.0002902456,0.00004357269,0.000044064065,0.00014384123,0.0000011333742],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046255864,0.000012672608,0.9545144,0.000029762381,0.0000077074255,4.2878898e-7,0.03466495,0.00000133904,0.0000068059103,0.0015790956,0.00007798555,0.0090586245],"study_design_scores_gemma":[0.0005952982,0.00000789352,0.99596035,0.00007286186,0.0000031776824,4.936019e-7,0.0018107941,0.000016575339,0.000013932192,0.001314332,0.00017853957,0.000025730105],"about_ca_topic_score_codex":0.005403757,"about_ca_topic_score_gemma":0.0005172991,"teacher_disagreement_score":0.041446004,"about_ca_system_score_codex":0.000007355387,"about_ca_system_score_gemma":0.000017699494,"threshold_uncertainty_score":0.81689006},"labels":[],"label_agreement":null},{"id":"W2732739202","doi":"10.1093/geroni/igx004.3744","title":"A DRIVING CESSATION DECISION-MAKING AND COPING FRAMEWORK AND TOOLKIT FOR PEOPLE WITH DEMENTIA","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sunnybrook Health Science Centre; Baycrest Hospital; Health Sciences Centre; Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"Psychological intervention; Dementia; Thematic analysis; Psychology; Coping (psychology); Applied psychology; Cognition; Intervention (counseling); Qualitative research; Nursing; Knowledge management; Medicine; Clinical psychology; Computer science; Psychiatry","score_opus":0.04017522832684501,"score_gpt":0.4173641301457203,"score_spread":0.3771889018188753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2732739202","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78440475,0.000064604756,0.2122361,0.0022411258,0.00026013507,0.0004823527,0.0000013933546,0.000037893526,0.00027165117],"genre_scores_gemma":[0.967067,0.000031486252,0.032197956,0.00037876362,0.00012624459,0.00015769422,0.000002487453,0.000018907685,0.000019430623],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99887073,0.000038134363,0.00043226275,0.0002607296,0.00013612045,0.00026199894],"domain_scores_gemma":[0.9976534,0.0013916005,0.0004594683,0.00022415283,0.0002558744,0.000015480608],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.000857413,0.00010924976,0.0001894909,0.00023690105,0.0020252622,0.00011705544,0.00009587946,0.00007823249,0.000008061025],"category_scores_gemma":[0.0027510703,0.00010003594,0.000006513112,0.0002413871,0.00004818436,0.00047015233,0.00018667144,0.00026213325,0.0000010807796],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008311486,0.000005238387,0.97311133,0.00020153841,0.000017938713,5.3083915e-7,0.0071972427,0.000012881394,0.000037818965,0.0054081837,0.00014936857,0.013849614],"study_design_scores_gemma":[0.0006645761,0.000016197415,0.97645855,0.00522469,0.000013458903,8.3625673e-7,0.0019826065,0.0012869628,0.0000074582663,0.013821864,0.000397617,0.00012516008],"about_ca_topic_score_codex":0.00004970973,"about_ca_topic_score_gemma":0.0019956222,"teacher_disagreement_score":0.18266228,"about_ca_system_score_codex":0.000058437567,"about_ca_system_score_gemma":0.000047023004,"threshold_uncertainty_score":0.99927396},"labels":[],"label_agreement":null},{"id":"W2732770816","doi":"10.1093/geroni/igx004.079","title":"COGNITIVE TRAINING, PHYSICAL EXERCISE, AND COMBINED INTERVENTION TO IMPROVE GAIT IN OLDER ADULTS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health and Well-being Studies","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Cognition; Gait; Physical medicine and rehabilitation; Cognitive training; Intervention (counseling); Context (archaeology); Physical therapy; Psychology; Population; Cognitive Intervention; Cognitive decline; Physical exercise; Medicine; Gerontology; Dementia; Psychiatry; Disease","score_opus":0.032221575937615786,"score_gpt":0.38212204394334237,"score_spread":0.3499004680057266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2732770816","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9926101,0.000029694293,0.00030240233,0.0013931199,0.00043002827,0.00041440228,0.0000038983076,0.000021348733,0.004795003],"genre_scores_gemma":[0.99891657,0.000002703804,0.000038049533,0.0005178706,0.00008149584,0.00016318918,0.000009049367,0.00000993761,0.00026116715],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99908376,0.000036394147,0.0003260807,0.00025352256,0.000071849,0.00022841683],"domain_scores_gemma":[0.9995273,0.00006636811,0.00015675956,0.00012848363,0.00009852756,0.000022589427],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044097457,0.00008998342,0.00017531042,0.00028230285,0.00011326615,0.00004062622,0.00007328553,0.000044338056,0.000016591315],"category_scores_gemma":[0.0002741268,0.00009551197,0.000013455176,0.00024865931,0.00004615367,0.0001188293,0.000052697866,0.00017629686,0.000023194001],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032973927,0.00026650252,0.13905324,0.000115741255,0.000014378292,0.000017160673,0.104508504,6.109501e-7,0.00010627001,0.005184117,0.0005141155,0.7498896],"study_design_scores_gemma":[0.0038260927,0.00009626987,0.9867043,0.0013145556,0.0000036790639,6.3351234e-7,0.0064922413,0.0001362475,0.00015709623,0.001066857,0.00008431054,0.00011773926],"about_ca_topic_score_codex":0.0005861083,"about_ca_topic_score_gemma":0.00012795525,"teacher_disagreement_score":0.84765106,"about_ca_system_score_codex":0.000027574844,"about_ca_system_score_gemma":0.000011189967,"threshold_uncertainty_score":0.38948652},"labels":[],"label_agreement":null},{"id":"W2732777999","doi":"10.1093/geroni/igx004.3429","title":"PRECARIOUSNESS, THE PRECARIAT, AND AGING: NEW DIRECTIONS IN CRITICAL GERONTOLOGY","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Precarity; Gender studies; Citizenship; Sociology; Framing (construction); Austerity; Politics; Political science; Political economy; Geography","score_opus":0.14322189586381837,"score_gpt":0.4807408746835944,"score_spread":0.337518978819776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2732777999","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75223696,0.0007428494,0.00070116133,0.20876068,0.0023541253,0.00063435466,0.0000026883724,0.00009137076,0.034475785],"genre_scores_gemma":[0.9962913,0.000063993066,0.000117465475,0.0007687876,0.00029063897,0.00010956293,0.0000027931944,0.000010042961,0.0023454083],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99882126,0.00015550335,0.00043846367,0.00019334503,0.00008765239,0.00030375615],"domain_scores_gemma":[0.99896896,0.00049722724,0.00014733725,0.00026090018,0.00010718052,0.000018389956],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008120478,0.000089561,0.00015814409,0.00018499096,0.0013756001,0.00003900919,0.0001427779,0.00008559618,0.000041780262],"category_scores_gemma":[0.0014053878,0.00007082987,0.000009860244,0.00025379262,0.00013077968,0.00023953519,0.00018826303,0.00046315254,0.000007917676],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000585225,0.000012081335,0.912227,0.0000246334,0.0000064979695,0.000001877214,0.010354185,0.0000012668648,0.00004814152,0.065660365,0.002367716,0.009290384],"study_design_scores_gemma":[0.00048213886,0.0000070037563,0.9546305,0.00018171413,0.000005380432,8.359204e-7,0.0013108581,0.000062268875,0.0000091797765,0.015008608,0.028222669,0.000078859775],"about_ca_topic_score_codex":0.0065736915,"about_ca_topic_score_gemma":0.018727047,"teacher_disagreement_score":0.24405432,"about_ca_system_score_codex":0.00007769564,"about_ca_system_score_gemma":0.000098085875,"threshold_uncertainty_score":0.9999245},"labels":[],"label_agreement":null},{"id":"W2732778325","doi":"10.1093/geroni/igx004.3480","title":"VALIDATION OF PRIMARY CARE QUESTIONNAIRES ON KNOWLEDGE, ATTITUDES, AND PRACTICES TOWARD DEMENTIA","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Dementia; Exploratory factor analysis; Construct (python library); Psychology; Cognition; Construct validity; Disease; Christian ministry; Clinical psychology; Medicine; Family medicine; Psychometrics; Psychiatry","score_opus":0.06132047322045587,"score_gpt":0.41375316172501697,"score_spread":0.3524326885045611,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2732778325","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.976433,0.0003531303,0.00019670492,0.0009227292,0.00008741417,0.00025021067,0.0000014620838,0.00001367537,0.021741701],"genre_scores_gemma":[0.9992058,0.000061783845,0.00040776646,0.00008480014,0.00005660683,0.000022120756,0.0000568262,0.0000062998856,0.000097994445],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99926716,0.000037497703,0.00023832289,0.00015142676,0.00020793804,0.000097649645],"domain_scores_gemma":[0.9989817,0.000046126304,0.0003439193,0.00015416602,0.00045718864,0.000016894526],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049118255,0.0000626141,0.00010878934,0.000315514,0.00010613756,0.00006484266,0.000058389658,0.000030224284,0.000026761156],"category_scores_gemma":[0.00048773014,0.0000592391,0.0000105708505,0.00017323384,0.00006365201,0.00029427122,0.000059665286,0.00011113775,0.0000047936883],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056877645,0.00012123505,0.9372282,0.0006370869,0.000030406602,0.0000047378358,0.00068309146,7.575231e-7,0.007980067,0.0011590988,0.000063465406,0.052034996],"study_design_scores_gemma":[0.00095505035,0.00012420044,0.9656822,0.0008259504,0.000023531877,0.0000024117633,0.00025675888,0.00001799462,0.031555742,0.000121433724,0.00038401518,0.0000507303],"about_ca_topic_score_codex":0.000069234105,"about_ca_topic_score_gemma":0.00000866965,"teacher_disagreement_score":0.051984265,"about_ca_system_score_codex":0.00006400943,"about_ca_system_score_gemma":0.00010677827,"threshold_uncertainty_score":0.24157004},"labels":[],"label_agreement":null},{"id":"W2732819228","doi":"10.1093/geroni/igx004.3473","title":"ADVANCING HOSPITAL CARE FOR OLDER ADULTS: SCIENCE, POLICY, AND PRACTICE FROM FOUR GLOBAL PARTNERS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Harm; Unintended consequences; Delirium; Scale (ratio); Quality (philosophy); Nursing; Psychology; Medicine; Political science; Psychiatry; Geography","score_opus":0.032932308790836036,"score_gpt":0.45986608915750127,"score_spread":0.42693378036666524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2732819228","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9752997,0.00013949908,0.0012825341,0.012697343,0.0017643514,0.00062735326,0.00003651681,0.00004402674,0.008108678],"genre_scores_gemma":[0.9932638,0.000011034838,0.0053562187,0.000621249,0.0006045225,0.00006421389,0.000023548408,0.00000892384,0.000046496687],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987879,0.00004070708,0.00034032628,0.000276069,0.00018458976,0.00037040212],"domain_scores_gemma":[0.99813306,0.00034758655,0.00041978425,0.00025840884,0.00080079224,0.000040388535],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.000786285,0.000087281056,0.00013064884,0.0002231627,0.001519404,0.0000907208,0.00016588601,0.00007033252,0.0000051126053],"category_scores_gemma":[0.0061297547,0.000087933135,0.000012679326,0.0006310617,0.00010640093,0.0008257958,0.00010751474,0.00015426485,0.0000037688574],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002795182,0.000067016816,0.53933364,0.00042249603,0.000020126683,0.00001107167,0.14240316,0.000009910494,0.00035205873,0.037712272,0.006848941,0.27253982],"study_design_scores_gemma":[0.003102702,0.000053603504,0.777836,0.0010188756,0.000017437682,0.0000017490775,0.18143,0.00014435056,0.00007147639,0.0033543364,0.032710254,0.00025920666],"about_ca_topic_score_codex":0.0041530845,"about_ca_topic_score_gemma":0.000299149,"teacher_disagreement_score":0.2722806,"about_ca_system_score_codex":0.00046057854,"about_ca_system_score_gemma":0.0005965913,"threshold_uncertainty_score":0.9997805},"labels":[],"label_agreement":null},{"id":"W2732842347","doi":"10.1093/geroni/igx004.4040","title":"EFFECTIVENESS OF PEER-BASED REMINDERS TO SUSTAIN CARE PROVIDER PRACTICE CHANGE: A CLUSTER RCT","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Psychological intervention; Randomized controlled trial; Intervention (counseling); Cluster randomised controlled trial; Medicine; Cluster (spacecraft); Sustainability; Knowledge translation; Health care; Family medicine; Nursing; Computer science; Knowledge management","score_opus":0.06881144790925832,"score_gpt":0.46067234035157256,"score_spread":0.39186089244231426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2732842347","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95517504,0.000059509763,0.003332894,0.031471424,0.0018563644,0.0024349105,0.000009899789,0.00005597092,0.0056040045],"genre_scores_gemma":[0.99751115,5.783363e-7,0.0008842992,0.0008921134,0.00017058798,0.0002734286,0.00003207713,0.000019540928,0.00021622516],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99834144,0.00043199558,0.0004323225,0.00022437263,0.00028783083,0.00028203017],"domain_scores_gemma":[0.9963426,0.0008380961,0.0004917999,0.00042044197,0.0018795355,0.000027507778],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027323118,0.000103590326,0.00020030772,0.0004905116,0.00044156797,0.000028380753,0.00016763678,0.00012195885,0.000015613732],"category_scores_gemma":[0.005083686,0.000103072445,0.000022285833,0.00064275955,0.000031778432,0.0003446265,0.00007974455,0.00032932847,0.000011415401],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027837597,0.00023831127,0.6439216,0.012506181,0.00006032792,0.000046581237,0.23753123,0.00030421297,0.0054552,0.005921153,0.013166886,0.078064576],"study_design_scores_gemma":[0.005691882,0.00022060881,0.7879625,0.004930431,0.000049723774,0.0000017912433,0.15758558,0.00016332195,0.0044544674,0.00055269676,0.037915073,0.00047196468],"about_ca_topic_score_codex":0.0024539426,"about_ca_topic_score_gemma":0.00017782049,"teacher_disagreement_score":0.14404088,"about_ca_system_score_codex":0.00040021926,"about_ca_system_score_gemma":0.0003433276,"threshold_uncertainty_score":0.60860145},"labels":[],"label_agreement":null},{"id":"W2732857243","doi":"10.1093/geroni/igx004.4343","title":"APPLYING KNOWLEDGE TRANSFER STRATEGIES IN THE DEVELOPMENT OF RESOURCES FOR OPTIMAL AGING","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Smart Cities and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Knowledge transfer; Computer science; Knowledge management","score_opus":0.0407594819083176,"score_gpt":0.2861811247704251,"score_spread":0.24542164286210752,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2732857243","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95794964,0.00009583117,0.037950024,0.000104973915,0.00009928056,0.00023425503,0.0000010091401,0.00007224509,0.0034927512],"genre_scores_gemma":[0.9943801,0.000003848151,0.0053081173,0.000007180773,0.000027222333,0.00025496588,0.0000022832069,0.0000096390895,0.0000066378043],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99939024,0.0000049285645,0.00032389959,0.000077592646,0.00006152751,0.00014178194],"domain_scores_gemma":[0.9997165,0.00006138261,0.000031671374,0.00015212325,0.00003577064,0.000002542386],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047332075,0.00007344049,0.00009667613,0.00027195117,0.00012523816,0.00009165379,0.00025177642,0.000040046947,0.0000016765257],"category_scores_gemma":[0.000034827633,0.00006312988,0.000011728102,0.00024265161,0.00003837045,0.00019260315,0.000022287459,0.00011081852,4.0146773e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022375845,0.000075691765,0.058407843,0.0014921719,0.00007300487,0.00000527548,0.16823925,0.055340253,0.030131232,0.190884,0.00021328668,0.4951156],"study_design_scores_gemma":[0.0038309155,0.00005852462,0.34423777,0.0022526316,0.000018297937,0.000006753476,0.2775951,0.080781974,0.17518063,0.014763102,0.09994923,0.001325081],"about_ca_topic_score_codex":0.000010846838,"about_ca_topic_score_gemma":0.00012711364,"teacher_disagreement_score":0.49379054,"about_ca_system_score_codex":0.00003049674,"about_ca_system_score_gemma":0.000018966643,"threshold_uncertainty_score":0.2574362},"labels":[],"label_agreement":null},{"id":"W2732971369","doi":"10.1093/geroni/igx004.3954","title":"ACCREDITING GERONTOLOGY PROGRAMS IN CANADA? LET’S DO IT!","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Huntington University","funders":"","keywords":"Accreditation; Gerontology; Work (physics); Professional development; Identity (music); Political science; Medical education; Sociology; Medicine; Engineering","score_opus":0.3700362323735606,"score_gpt":0.452785073631764,"score_spread":0.08274884125820342,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2732971369","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9473592,0.000010020094,0.000030096619,0.013649832,0.0006594774,0.00022162429,5.225809e-7,0.000014791744,0.03805441],"genre_scores_gemma":[0.99921787,0.000005503865,0.00009782438,0.00033567467,0.00017244318,0.000040744988,0.0000042687793,0.0000043907135,0.000121293684],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99877405,0.00007618689,0.00036898933,0.00018369895,0.00027417144,0.00032290866],"domain_scores_gemma":[0.9994441,0.00004177584,0.00020484063,0.00019518423,0.0000909796,0.000023098928],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014071937,0.000062513165,0.00010707432,0.000090517795,0.00039449224,0.00018603507,0.00027950117,0.000040072577,0.00005412984],"category_scores_gemma":[0.0006676254,0.00006897807,0.000009316904,0.0002928226,0.00012904177,0.00028288979,0.00005214186,0.000121615936,0.0000027161973],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000016681914,0.00001767222,0.92848045,0.000009399421,0.0000016560433,0.0000042563092,0.0068442915,0.0000067421943,0.000019714906,0.019255554,0.0003143704,0.045044247],"study_design_scores_gemma":[0.00045553924,0.000010178451,0.9229101,0.00014295297,0.0000017442217,3.3372046e-7,0.03584447,0.00009867369,0.00005608549,0.0058031725,0.03447901,0.00019774487],"about_ca_topic_score_codex":0.95257735,"about_ca_topic_score_gemma":0.9922988,"teacher_disagreement_score":0.05185863,"about_ca_system_score_codex":0.00101677,"about_ca_system_score_gemma":0.00069309183,"threshold_uncertainty_score":0.30341554},"labels":[],"label_agreement":null},{"id":"W2733011833","doi":"10.1093/geroni/igx004.3726","title":"AGE-RELATED AND DEATH-RELATED DIFFERENCES IN EMOTIONAL COMPLEXITY","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Psychological Well-being and Life Satisfaction","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Closeness; Psychology; Multilevel model; Correlation; Developmental psychology; Clinical psychology; Statistics; Mathematics","score_opus":0.11386005294263954,"score_gpt":0.37096740444769205,"score_spread":0.2571073515050525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2733011833","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93154544,0.000030071391,0.00015459735,0.0016392649,0.0007513378,0.00010733857,0.0000023373748,0.00005118837,0.06571843],"genre_scores_gemma":[0.99891424,0.0000056015583,0.00013559753,0.0001668995,0.000033701785,0.00001289765,0.000022492392,0.000006930609,0.00070164853],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988035,0.00011628904,0.00048472534,0.0002944911,0.00010741649,0.00019357295],"domain_scores_gemma":[0.9993969,0.00008096903,0.00024294273,0.00022141152,0.000037695587,0.000020069534],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005721746,0.000105517,0.00016599763,0.0003383035,0.00019373714,0.00007694002,0.0001325311,0.00015031456,0.0005011034],"category_scores_gemma":[0.0001630506,0.00010102138,0.000013958333,0.0003475378,0.0001528523,0.00014837348,0.00003724622,0.00037762563,0.00005029841],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012638426,0.000049440507,0.78777575,0.0000036150543,0.000010869347,0.00002387191,0.0010822668,0.000003957682,0.00019508223,0.2022315,0.000067080255,0.008543945],"study_design_scores_gemma":[0.00090378337,0.000017828073,0.8940064,0.00007275377,0.0000016214161,0.0000116707015,0.00013897195,0.00023544341,0.0000063288894,0.104403615,0.000099567966,0.0001020422],"about_ca_topic_score_codex":0.00081459706,"about_ca_topic_score_gemma":0.00007924105,"teacher_disagreement_score":0.10623064,"about_ca_system_score_codex":0.000039568728,"about_ca_system_score_gemma":0.000007041411,"threshold_uncertainty_score":0.5486731},"labels":[],"label_agreement":null},{"id":"W2733019609","doi":"10.1093/geroni/igx004.3949","title":"USING KNOWLEDGE MOBILIZATION TO ADVANCE THE CREATION OF HOMELIKE RESIDENTIAL LONG-TERM CARE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Presentation (obstetrics); Government (linguistics); Mobilization; Long-term care; Psychology; Nursing; Medicine; Political science","score_opus":0.06622923083949225,"score_gpt":0.4643879822936991,"score_spread":0.39815875145420687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2733019609","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98087484,0.00020701441,0.014025193,0.00050770096,0.0015513928,0.00054072344,0.0000039993006,0.000023457127,0.002265712],"genre_scores_gemma":[0.998813,0.000011821424,0.00052212767,0.000051603776,0.0003010727,0.00003382005,0.000029428193,0.0000132945315,0.00022386684],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988923,0.00011115174,0.0005213673,0.000159336,0.00014075056,0.00017509378],"domain_scores_gemma":[0.9982974,0.00008778331,0.0004690204,0.00039986434,0.00073142233,0.000014515364],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005001671,0.00007626037,0.00013458417,0.00033550378,0.0008241409,0.00003008833,0.00019056376,0.00007106724,0.000030602467],"category_scores_gemma":[0.00042512015,0.00006671671,0.000017754963,0.00065993634,0.00004073669,0.00024785133,0.00008996559,0.00016417261,0.000010402404],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000062173065,0.000029581463,0.88663733,0.00043934525,0.0000072578987,0.0000013600212,0.057414584,0.00074895425,0.016428813,0.002616826,0.00046680844,0.035146974],"study_design_scores_gemma":[0.00062765775,0.000018527022,0.98589045,0.0009590885,0.000013556028,5.183182e-7,0.00807889,0.00020295283,0.003135775,0.0003461669,0.0006155938,0.00011083557],"about_ca_topic_score_codex":0.0004871888,"about_ca_topic_score_gemma":0.0010370475,"teacher_disagreement_score":0.09925312,"about_ca_system_score_codex":0.0002093943,"about_ca_system_score_gemma":0.00015921069,"threshold_uncertainty_score":0.6338709},"labels":[],"label_agreement":null},{"id":"W2733035251","doi":"10.1093/geroni/igx004.5135","title":"FRAILTY IN AUSTRALIAN RESIDENTIAL AGED CARE FACILITIES: RELATIONSHIP WITH ONE-YEAR OUTCOMES","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Aged care; Gerontology; Medicine; Demography; Sociology","score_opus":0.34162929018928206,"score_gpt":0.4581105501942506,"score_spread":0.11648126000496856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2733035251","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9744792,0.0000036968706,0.000035959773,0.0049575614,0.00019109093,0.0002901503,0.000005697774,0.00003294978,0.020003691],"genre_scores_gemma":[0.99660385,0.0000019997588,0.00018843343,0.000048370726,0.000069439724,0.000031934615,0.000013605201,0.0000060352195,0.0030363207],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986638,0.00012037118,0.0003636277,0.00020990935,0.00040273395,0.0002395852],"domain_scores_gemma":[0.99932235,0.00007029338,0.00016635869,0.0002980602,0.000118404714,0.000024556748],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009691715,0.00008208072,0.0001242214,0.00020808725,0.00065291056,0.00025135357,0.00024031225,0.00007093252,0.00013348841],"category_scores_gemma":[0.00087278895,0.000082954975,0.000018268558,0.0003629711,0.00024513193,0.0005304206,0.000035514207,0.00019006008,0.000013859454],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006876469,0.000018798492,0.92974067,0.000027797236,0.0000034363468,0.0000012424956,0.049464177,0.00002427992,0.000012613647,0.020313201,0.0000968327,0.00029009132],"study_design_scores_gemma":[0.00045464057,0.00000909433,0.9417168,0.000083109546,0.000002128524,1.8456877e-8,0.05168043,8.816865e-7,0.00004253926,0.004757975,0.0011509917,0.00010142748],"about_ca_topic_score_codex":0.022796147,"about_ca_topic_score_gemma":0.084245816,"teacher_disagreement_score":0.061449673,"about_ca_system_score_codex":0.00035292783,"about_ca_system_score_gemma":0.00012575113,"threshold_uncertainty_score":0.9837111},"labels":[],"label_agreement":null},{"id":"W2733062408","doi":"10.1093/geroni/igx004.2631","title":"TOWARD THE DEVELOPMENT OF A PERSON-CENTERED INDEX OF AGING WELL IN CANADA AND MEXICO","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"ROWE; Psychosocial; Successful aging; Gerontology; Perspective (graphical); Psychology; Disease; Promotion (chess); Medicine; Psychiatry; Political science","score_opus":0.12003294123670467,"score_gpt":0.3652786506601162,"score_spread":0.24524570942341156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2733062408","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99156696,0.00007920964,0.00036259214,0.0022304025,0.00014592847,0.00008772976,0.0000010202657,0.0000026715925,0.005523471],"genre_scores_gemma":[0.99960434,7.5176064e-7,0.00015111457,0.00008704948,0.000008862902,0.000011519817,0.0000018543952,0.0000047410176,0.00012976117],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99916214,0.000056737907,0.00034330986,0.00013522545,0.0001280492,0.00017456691],"domain_scores_gemma":[0.9994186,0.00007007222,0.00021525289,0.00021352957,0.00007240607,0.00001010461],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00075098657,0.00005875723,0.0001317227,0.00021168521,0.00007025195,0.000010835259,0.00020869417,0.000031025957,0.000046904705],"category_scores_gemma":[0.000071500304,0.000049734695,0.000005661711,0.00020908598,0.00008456043,0.00004780288,0.00006300014,0.00018559258,8.8359116e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016777645,0.000013601604,0.9551663,0.000026847718,0.000014991807,0.000005852166,0.026126672,0.000003867505,0.00007837681,0.0005066999,0.0001007915,0.017939242],"study_design_scores_gemma":[0.0005808899,0.000003946858,0.98271847,0.000096782904,8.681717e-7,0.000003030489,0.015251867,0.00019532803,0.0008622531,0.00007291468,0.0001634653,0.000050212002],"about_ca_topic_score_codex":0.4301489,"about_ca_topic_score_gemma":0.625165,"teacher_disagreement_score":0.19501607,"about_ca_system_score_codex":0.00010417145,"about_ca_system_score_gemma":0.00031559163,"threshold_uncertainty_score":0.5736458},"labels":[],"label_agreement":null},{"id":"W2733104909","doi":"10.1093/geroni/igx004.5037","title":"DIGITAL DIVIDE: UNDERSTANDING DIFFERENCES IN ICT LITERACY IN THE CANADIAN CONTEXT","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Discourse Analysis in Language Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Information and Communications Technology; Disadvantaged; Literacy; Digital divide; Educational attainment; Inequality; Psychology; Context (archaeology); Immigration; The Internet; Digital literacy; Computer literacy; Political science; Pedagogy; Economic growth; Geography; Mathematics education; Computer science; Economics","score_opus":0.10944154185334148,"score_gpt":0.3205348147246101,"score_spread":0.2110932728712686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2733104909","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.71465796,0.00009192376,0.000026297488,0.0056329826,0.000213572,0.00009890469,0.0000106761445,0.000007920275,0.27925977],"genre_scores_gemma":[0.99863106,0.0000033293172,0.0000021646467,0.000500795,0.00013545265,0.000014575875,0.000011319132,0.000004988802,0.0006962957],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9992177,0.00002536621,0.000295955,0.00012679152,0.00014280522,0.00019137545],"domain_scores_gemma":[0.9995328,0.00009183841,0.00012491157,0.00019149842,0.000050146744,0.000008764477],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00043672972,0.00008349392,0.00012808354,0.0006077829,0.00052388036,0.0019904668,0.00027378363,0.000016500544,0.00011667494],"category_scores_gemma":[0.0002563633,0.00006138424,0.000016348764,0.0001620257,0.0002060312,0.0009096591,0.000037590038,0.00015902902,0.0000066903053],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[9.572938e-7,0.000011296867,0.37429497,0.0000049352507,0.000008724722,0.000023975843,0.115617976,0.0000018632604,4.161343e-7,0.50179946,0.00016225697,0.008073137],"study_design_scores_gemma":[0.00075499434,0.000019720179,0.47713792,0.00078512257,0.000011943493,0.0000016975584,0.40166548,0.00047062297,0.0000047443123,0.09613778,0.022554366,0.00045560367],"about_ca_topic_score_codex":0.09335543,"about_ca_topic_score_gemma":0.91067713,"teacher_disagreement_score":0.8173217,"about_ca_system_score_codex":0.00019325015,"about_ca_system_score_gemma":0.00004290993,"threshold_uncertainty_score":0.99904555},"labels":[],"label_agreement":null},{"id":"W2733106365","doi":"10.1093/geroni/igx004.3948","title":"COMMUNITY MAPPING WORKSHOPS TO IDENTIFY SENIOR-SPECIFIC HOUSING FIRST RESOURCES","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Urbanization and City Planning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Fraser Institute; Simon Fraser University","funders":"","keywords":"Business","score_opus":0.10405699469745008,"score_gpt":0.3654992974273039,"score_spread":0.2614423027298538,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2733106365","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95643103,0.000018134779,0.0063583814,0.00820394,0.00043854807,0.0001369973,0.0000010676637,0.000109261564,0.028302623],"genre_scores_gemma":[0.9975562,0.0000069444613,0.0008370413,0.0006474375,0.0002499545,0.0000060421376,0.000006498011,0.000010944338,0.000678928],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988306,0.00016822433,0.0003285509,0.00014325706,0.00028406052,0.00024531267],"domain_scores_gemma":[0.99907976,0.000112301335,0.00023653396,0.00033215297,0.00020100715,0.000038257043],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0023000457,0.00007873741,0.000107003514,0.00042141214,0.004242895,0.001040494,0.0004927517,0.000070634735,0.00006802257],"category_scores_gemma":[0.0009894992,0.00009717175,0.00001490995,0.0012838615,0.00011268549,0.00054297544,0.000144482,0.00033154033,0.000035920224],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000067188953,0.00003964098,0.6831884,0.000018855513,0.00000771165,0.000008447265,0.27137795,0.00045297426,0.0012546785,0.021089694,0.005982689,0.016572246],"study_design_scores_gemma":[0.00021816387,0.0000030422088,0.6052941,0.00038129077,0.0000013730511,4.3944306e-7,0.051165536,0.000083396095,0.00010841864,0.0009837813,0.34155393,0.00020650131],"about_ca_topic_score_codex":0.0028600069,"about_ca_topic_score_gemma":0.004248164,"teacher_disagreement_score":0.33557126,"about_ca_system_score_codex":0.00015517995,"about_ca_system_score_gemma":0.000030752093,"threshold_uncertainty_score":0.99999654},"labels":[],"label_agreement":null},{"id":"W2733109186","doi":"10.1093/geroni/igx004.4202","title":"ROLE OF THE INNATE IMMUNE RESPONSE IN THE PROGRESSION OF ALZHEIMER’S DISEASE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Neuroinflammation and Neurodegeneration Mechanisms","field":"Neuroscience","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Innate immune system; CD14; Immunology; Immune system; TLR9; CD16; Granzyme B; TLR2; Degranulation; Medicine; Biology; Receptor; Internal medicine; T cell; Gene expression; CD8; CD3","score_opus":0.05148631177161713,"score_gpt":0.3319640415516874,"score_spread":0.2804777297800703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2733109186","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9954056,0.000016090326,0.000031905663,0.0037897837,0.00014735,0.0003198857,0.0000030985516,0.000008536461,0.0002777101],"genre_scores_gemma":[0.9994665,0.0000047019876,0.000034508448,0.00041930898,0.000012914985,0.0000248636,7.5786687e-7,0.000006880486,0.000029607423],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985711,0.00040451117,0.00047731778,0.00015250125,0.00030253612,0.00009204645],"domain_scores_gemma":[0.9987172,0.00009859437,0.00055443053,0.0005581622,0.00006349202,0.00000815227],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010882909,0.00006573844,0.00007848194,0.00021648464,0.00017673228,0.00004662318,0.00046484542,0.000018804343,0.00000681944],"category_scores_gemma":[0.002006643,0.000043123364,0.000022652324,0.00062887854,0.00009488867,0.00018019651,0.000106133615,0.0001309587,0.0000016547064],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012159564,0.000034978097,0.0027204624,0.0000049678583,3.0862782e-7,0.0000024123863,0.0005137212,0.00016941156,0.9677839,0.027197652,0.00000585871,0.0014447253],"study_design_scores_gemma":[0.00023207768,0.000013225855,0.23819946,0.00005472735,0.0000013978131,0.0000011690375,0.00004181529,0.0014027511,0.758625,0.001269079,0.0001256452,0.00003369843],"about_ca_topic_score_codex":0.0000053455697,"about_ca_topic_score_gemma":0.0000020740454,"teacher_disagreement_score":0.235479,"about_ca_system_score_codex":0.0000051760308,"about_ca_system_score_gemma":0.00005579533,"threshold_uncertainty_score":0.2402284},"labels":[],"label_agreement":null},{"id":"W2733109380","doi":"10.1093/geroni/igx004.3422","title":"ACTUAL VS. INTENDED USE OF THE PHYSICAL ENVIRONMENT IN DEMENTIA CARE SETTINGS: STAFF PERSPECTIVES","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Staffing; Autonomy; Dementia; Nursing; Thematic analysis; Psychology; Participant observation; Scale (ratio); Quality (philosophy); Qualitative research; Medicine; Sociology; Political science; Disease","score_opus":0.0427796691029518,"score_gpt":0.37048108662601775,"score_spread":0.327701417523066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2733109380","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9955131,0.000032978543,0.000050044313,0.0032087448,0.00033577796,0.00028466518,0.000007201456,0.000010504553,0.00055697386],"genre_scores_gemma":[0.999521,0.000007658275,0.00017815764,0.00007176486,0.00009244116,0.000025183072,0.000007256432,0.0000088992865,0.00008764929],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99905086,0.000109399574,0.00033974383,0.00015785085,0.00015763279,0.00018452671],"domain_scores_gemma":[0.99909353,0.000101811,0.00036283737,0.00032605435,0.00010667016,0.000009108489],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024192501,0.00007562501,0.00013881805,0.00016299244,0.0003212939,0.000017811662,0.00016106022,0.000050424092,0.000031898842],"category_scores_gemma":[0.00034504163,0.00006048403,0.00002486174,0.0002167793,0.00007929464,0.0001866588,0.00014907322,0.00033200657,0.0000049435034],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000061437684,0.00015608314,0.51137745,0.00014130803,0.000024524594,0.0000020221182,0.46444523,0.00007126414,0.0054702335,0.0046145474,0.001593629,0.012042292],"study_design_scores_gemma":[0.00071197544,0.000024728784,0.78644663,0.00035863667,0.000010970015,1.4008879e-7,0.20774011,0.000085859,0.0012915418,0.0005741768,0.002662922,0.00009231893],"about_ca_topic_score_codex":0.0005306878,"about_ca_topic_score_gemma":0.00012822248,"teacher_disagreement_score":0.27506918,"about_ca_system_score_codex":0.00024463574,"about_ca_system_score_gemma":0.000076287855,"threshold_uncertainty_score":0.24711652},"labels":[],"label_agreement":null},{"id":"W2733110652","doi":"10.1093/geroni/igx004.3729","title":"ALCOHOL SELF-MEDICATION AMONG MIDDLE-AGED AND OLDER ADULTS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health and Well-being Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Self-medication; Alcohol; Medicine; Presentation (obstetrics); Population; Gerontology; Psychiatry; Psychology; Clinical psychology; Environmental health","score_opus":0.03577413702345838,"score_gpt":0.3525686686840433,"score_spread":0.3167945316605849,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2733110652","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9823657,0.00010881984,0.00024170322,0.002903646,0.00065224554,0.000226764,0.0000010342784,0.00006769821,0.013432344],"genre_scores_gemma":[0.9982102,0.000018468012,0.00022122366,0.0009331848,0.00016198643,0.0000704795,0.000009372249,0.000010181883,0.00036492923],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99905473,0.00004362639,0.000352065,0.00022937715,0.00010345009,0.00021674616],"domain_scores_gemma":[0.9992897,0.000061081235,0.00026403475,0.0002884682,0.000073165655,0.000023585244],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007004859,0.00008209943,0.00011104976,0.00021667988,0.0003472982,0.000046440317,0.00011021485,0.00007574013,0.000041682702],"category_scores_gemma":[0.00020675427,0.00008330778,0.00000773307,0.00019117708,0.000074690506,0.00015878689,0.00004037327,0.00018386565,0.000030003413],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000109524135,0.000036085978,0.95054173,0.00006553701,0.000014585755,0.0000066836797,0.016489435,2.7211394e-7,0.000025103378,0.003413503,0.001991236,0.027404876],"study_design_scores_gemma":[0.0011465993,0.000009162687,0.9960267,0.0001939446,0.0000032890712,0.000002088548,0.00076343317,0.000072313625,0.00003271019,0.00028972988,0.0013750548,0.000084964595],"about_ca_topic_score_codex":0.00059453247,"about_ca_topic_score_gemma":0.00008589261,"teacher_disagreement_score":0.045484982,"about_ca_system_score_codex":0.000030267483,"about_ca_system_score_gemma":0.00001755096,"threshold_uncertainty_score":0.33971927},"labels":[],"label_agreement":null},{"id":"W2733143678","doi":"10.1093/geroni/igx004.2058","title":"A NEW NON-INVASIVE AND BRIEF CVD RISK SCORE SYSTEM TO PREDICT COGNITIVE DECLINE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Framingham Risk Score; Medicine; Montreal Cognitive Assessment; Proxy (statistics); Cognition; Population; Risk assessment; Effects of sleep deprivation on cognitive performance; Cognitive decline; Gerontology; Physical therapy; Internal medicine; Demography; Clinical psychology; Cognitive impairment; Dementia; Disease; Environmental health; Statistics; Psychiatry","score_opus":0.039133040297068725,"score_gpt":0.3084137048477931,"score_spread":0.2692806645507244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2733143678","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.987418,0.00044963104,0.0031798375,0.003890089,0.00021344953,0.0004630557,0.000013726846,0.000047716345,0.004324483],"genre_scores_gemma":[0.9955476,0.00004182325,0.0010053056,0.0027198065,0.0003356658,0.000020832324,0.000009620929,0.000012607454,0.000306755],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999113,0.000015259766,0.00031599766,0.00023561114,0.00017534744,0.00014477875],"domain_scores_gemma":[0.9989693,0.00011349999,0.00020184586,0.00021406732,0.00044428615,0.000056971538],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033155215,0.000107214306,0.00030968303,0.00024913627,0.00024188601,0.00006414067,0.000059148275,0.000052037085,0.0000061042956],"category_scores_gemma":[0.00091090624,0.0000938649,0.000015944423,0.00026831005,0.000041049756,0.00012248535,0.00015995117,0.00016881013,0.000013033458],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011410914,0.000019942332,0.9661318,0.00015935386,0.00013804752,0.0000970325,0.0016532243,0.0000016951352,0.001182776,0.00035525128,0.0051600225,0.02498674],"study_design_scores_gemma":[0.0033614654,0.00010516951,0.98513836,0.0028852036,0.00025177014,0.00006035715,0.0014429053,0.00024036661,0.003838881,0.00010246702,0.0024367624,0.0001362698],"about_ca_topic_score_codex":0.00075293065,"about_ca_topic_score_gemma":0.000141767,"teacher_disagreement_score":0.024850471,"about_ca_system_score_codex":0.000012863782,"about_ca_system_score_gemma":0.00008267447,"threshold_uncertainty_score":0.38276997},"labels":[],"label_agreement":null},{"id":"W2733160686","doi":"10.1093/geroni/igx004.2081","title":"OBESITY AND LONGITUDINAL CHANGES OF HANDGRIP STRENGTH IN OLDER ADULTS FROM DIFFERENT CONTEXTS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health and Well-being Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Waist; Quartile; Longitudinal study; Circumference; Medicine; Abdominal obesity; Obesity; Demography; Hand strength; Gerontology; Muscle strength; Physical therapy; Grip strength; Internal medicine; Confidence interval; Mathematics","score_opus":0.035267042664771514,"score_gpt":0.34830204815090493,"score_spread":0.3130350054861334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2733160686","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99665827,0.00035805668,0.00005939086,0.0014668121,0.00039134984,0.00015099342,0.0000101995665,0.000009645858,0.0008952607],"genre_scores_gemma":[0.9996027,0.000032283748,0.000026792217,0.00015809276,0.00008025652,0.000022880347,0.000009615029,0.000005225306,0.000062199026],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99921405,0.00003952936,0.00029818,0.00019892798,0.00007612708,0.00017320999],"domain_scores_gemma":[0.9994069,0.00009494295,0.00022634116,0.00019703363,0.000060566912,0.000014243825],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024204399,0.000084570085,0.00019751154,0.0001934898,0.00009568737,0.000019001525,0.00008478322,0.000056098568,0.000038769413],"category_scores_gemma":[0.00011967326,0.00007760514,0.0000067651376,0.00009995183,0.000064296255,0.00005597349,0.00005312132,0.00013581316,0.0000027410854],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038510083,0.000081500846,0.94958323,0.000043524047,0.000009723136,0.0000059597614,0.0063808043,1.103872e-7,0.000046963436,0.0017805757,0.00012883838,0.04190028],"study_design_scores_gemma":[0.0015894448,0.000022305801,0.99651086,0.00038999377,0.0000022507359,3.712042e-7,0.00050460827,0.000020345557,0.0003140525,0.0004983084,0.00007819164,0.00006925519],"about_ca_topic_score_codex":0.0037291413,"about_ca_topic_score_gemma":0.0042392095,"teacher_disagreement_score":0.046927664,"about_ca_system_score_codex":0.00002250522,"about_ca_system_score_gemma":0.000008022321,"threshold_uncertainty_score":0.5637371},"labels":[],"label_agreement":null},{"id":"W2733167474","doi":"10.1093/geroni/igx004.3792","title":"A TRANSLATIONAL MODEL TO UNDERSTAND THE IMPACT OF POLYPHARMACY ON ADVERSE GERIATRIC OUTCOMES","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Polypharmacy; Deprescribing; Medicine; Adverse effect; Regimen; Pharmacology; Internal medicine","score_opus":0.08562774108963694,"score_gpt":0.4047014205477491,"score_spread":0.31907367945811216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2733167474","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97668713,0.0000057975344,0.0049269944,0.014361477,0.00008320165,0.0003405388,0.000014146118,0.00001537506,0.0035653561],"genre_scores_gemma":[0.99834394,0.0000015533228,0.0006796558,0.00058203976,0.000042899614,0.000006326223,0.000008367952,0.000010692777,0.00032454103],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99918056,0.000011653211,0.00032382808,0.000121365294,0.00023665259,0.00012594153],"domain_scores_gemma":[0.9993129,0.00006980855,0.00015856362,0.00031037812,0.00012440333,0.000023974884],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027636404,0.000089044224,0.00014309672,0.00037285805,0.00009515204,0.000017030203,0.0001245837,0.000026884554,0.00004367768],"category_scores_gemma":[0.00025190026,0.00006097967,0.000050496332,0.00039148354,0.00003884612,0.00013777752,0.000017910032,0.00013750332,0.0000068216964],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046178984,0.0002227596,0.86800957,0.00006405839,0.0001378589,0.000011982326,0.009538831,0.07945879,0.012924186,0.011513871,0.0020765404,0.015579744],"study_design_scores_gemma":[0.002201471,0.000042103802,0.9671931,0.00009058943,0.00001108981,0.0000034307482,0.00016820926,0.027923008,0.0006292757,0.00165321,0.000012599457,0.0000719074],"about_ca_topic_score_codex":0.00026871174,"about_ca_topic_score_gemma":0.000010696242,"teacher_disagreement_score":0.099183515,"about_ca_system_score_codex":0.00011323785,"about_ca_system_score_gemma":0.00013417406,"threshold_uncertainty_score":0.24866788},"labels":[],"label_agreement":null},{"id":"W2733170620","doi":"10.1093/geroni/igx004.3746","title":"A GROUP PSYCHOTHERAPY INTERVENTION SUPPORTING DEMENTIA FAMILY CARERS IN MANAGING WORK-LIFE CONFLICTS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; Sinai Health System; University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Dementia; Intervention (counseling); Narrative; Psychology; Demographics; Psychological intervention; Identity (music); Population; Adaptation (eye); Psychotherapist; Nursing; Clinical psychology; Medicine; Psychiatry; Sociology","score_opus":0.07924441569509873,"score_gpt":0.4414405186796035,"score_spread":0.3621961029845048,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2733170620","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9844234,0.00023813697,0.004457555,0.0033044552,0.0022721712,0.00047257653,0.0000015514244,0.000070344926,0.004759787],"genre_scores_gemma":[0.99814045,0.000044597557,0.00044789087,0.000802868,0.00018388235,0.00009241629,0.000038207698,0.00002584622,0.00022383626],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99780864,0.00015768033,0.0010931458,0.00029256905,0.00019019895,0.00045778084],"domain_scores_gemma":[0.99853873,0.00007503045,0.00085716683,0.000357808,0.00013813688,0.0000331427],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020301845,0.00013464568,0.00022480465,0.00079515035,0.0005275865,0.000077304154,0.00023444094,0.00011508351,0.000103491366],"category_scores_gemma":[0.00016946023,0.00015051088,0.00004008553,0.0007864914,0.000034765573,0.00036674787,0.00004589997,0.00047615333,0.000024076338],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007369667,0.000045459652,0.91648775,0.00013965795,0.000022153905,0.000010304944,0.014649802,0.000012095109,0.00079792284,0.0042444365,0.0014563258,0.062060405],"study_design_scores_gemma":[0.0027100383,0.00002090489,0.97382087,0.0014772199,0.000008764072,3.4268484e-7,0.012620092,0.00013511669,0.000024614337,0.003277135,0.005701466,0.00020345053],"about_ca_topic_score_codex":0.0021455071,"about_ca_topic_score_gemma":0.0008019421,"teacher_disagreement_score":0.06185695,"about_ca_system_score_codex":0.00016945135,"about_ca_system_score_gemma":0.00006049097,"threshold_uncertainty_score":0.61376554},"labels":[],"label_agreement":null},{"id":"W2733184014","doi":"10.1093/geroni/igx004.2530","title":"DIFFERENT INDICES OF MUSCLE MASS MAY LEAD TO DIFFERENT ASSOCIATIONS WITH THE HOMA-IR SCORE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University","funders":"","keywords":"Insulin resistance; Muscle mass; Body mass index; Internal medicine; Endocrinology; Spurious relationship; Index (typography); Confounding; Medicine; Chemistry; Obesity; Mathematics; Statistics; Computer science","score_opus":0.07730372428489624,"score_gpt":0.36218626690371714,"score_spread":0.2848825426188209,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2733184014","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9535175,0.000021041034,0.0013463217,0.0428442,0.00015940385,0.0004257209,0.000009881257,0.000030344612,0.0016455821],"genre_scores_gemma":[0.9972044,0.000008689415,0.0004225688,0.0018201399,0.0001292244,0.00006042055,0.000027955826,0.000014681842,0.00031188643],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988448,0.00003385564,0.00041478567,0.00017072924,0.00032671477,0.0002090946],"domain_scores_gemma":[0.998874,0.00008051426,0.00042474733,0.00035969814,0.0002212552,0.00003979163],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034869486,0.00011153572,0.00024323442,0.0003671186,0.0003224962,0.000062805055,0.000158625,0.000047528167,0.000031782896],"category_scores_gemma":[0.00014499122,0.00007254207,0.000022988484,0.0003891531,0.00006534129,0.0000996597,0.000044450702,0.0002604932,0.0000050325016],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000263494,0.00010696467,0.9771915,0.00014347622,0.000019241801,0.0000042044744,0.0017051424,0.000007171068,0.009277454,0.005331553,0.00054839515,0.0056385286],"study_design_scores_gemma":[0.0011588673,0.000057157085,0.9911418,0.00061955967,0.000014079769,0.0000015722801,0.00066725275,0.00010855107,0.0048036193,0.00041111527,0.0009341601,0.00008224564],"about_ca_topic_score_codex":0.000088588284,"about_ca_topic_score_gemma":0.00018810703,"teacher_disagreement_score":0.04368693,"about_ca_system_score_codex":0.00014357895,"about_ca_system_score_gemma":0.00004584911,"threshold_uncertainty_score":0.29581797},"labels":[],"label_agreement":null},{"id":"W2733195183","doi":"10.1093/geroni/igx004.799","title":"ENGAGING OLDER ADULTS AND THEIR CAREGIVERS IN INNOVATION ECOSYSTEMS FOR HEALTH AND AGING","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Research Canada; Wilfrid Laurier University; University of Waterloo","funders":"","keywords":"Stakeholder engagement; Stakeholder; General partnership; Aging in place; Healthy aging; Triple helix; Psychology; Gerontology; Medicine; Public relations; Business; Political science","score_opus":0.028559462796252502,"score_gpt":0.2774773821564448,"score_spread":0.2489179193601923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2733195183","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98630613,0.00008007321,0.0042480915,0.0070918906,0.0003245262,0.00058195525,0.0000014958739,0.00006357242,0.0013022751],"genre_scores_gemma":[0.9974865,0.0000098862065,0.0005372707,0.0016089885,0.00016817753,0.00009659419,0.000048455127,0.000016821868,0.000027352577],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99878675,0.000013039086,0.0005458909,0.00030930855,0.00008014895,0.00026488732],"domain_scores_gemma":[0.99892974,0.000035902627,0.0005987521,0.00015917001,0.00027279742,0.0000036193262],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019722646,0.00014988302,0.00021729349,0.0012860277,0.0006711337,0.00024008156,0.00015205622,0.000090975445,0.000001883358],"category_scores_gemma":[0.00047119317,0.00015485715,0.000008350001,0.0011854005,0.00009452266,0.0009921151,0.00018140681,0.00024704254,7.16919e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020723588,0.000026163132,0.36635947,0.0007040763,0.00001445161,0.0000019699244,0.009692491,0.0000036466422,0.00016426764,0.461565,0.00024709903,0.16120067],"study_design_scores_gemma":[0.0100049125,0.00003059766,0.7458364,0.003982393,0.0000076227952,0.0000066983557,0.102741644,0.02233097,0.0012545505,0.08977191,0.022635419,0.0013969103],"about_ca_topic_score_codex":0.00043716969,"about_ca_topic_score_gemma":0.00023233556,"teacher_disagreement_score":0.3794769,"about_ca_system_score_codex":0.00011170506,"about_ca_system_score_gemma":0.000042523192,"threshold_uncertainty_score":0.6314891},"labels":[],"label_agreement":null},{"id":"W2733227977","doi":"10.1093/geroni/igx004.1923","title":"SENSORY LOSS AND DEMENTIA: INSIGHTS INTO LONG-TERM CARE NURSES’ EXPERIENCES OF CARE AND ASSESSMENT","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"","keywords":"Dementia; Referral; Excellence; Nursing; Long-term care; Medicine; Population; Psychology; Disease","score_opus":0.03767686185899914,"score_gpt":0.43031059966564295,"score_spread":0.3926337378066438,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2733227977","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.994201,0.0020548822,0.00008963518,0.00022670446,0.0010691973,0.00026356193,0.0000013727023,0.00001604162,0.0020776263],"genre_scores_gemma":[0.9991489,0.0001170872,0.00048503905,0.000043003354,0.00009448992,0.000047330257,0.000018842296,0.000007814534,0.000037461872],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990688,0.000067139095,0.00038523573,0.00019036078,0.00014011812,0.00014834145],"domain_scores_gemma":[0.9990545,0.00005650168,0.00032954157,0.00021477768,0.0003226208,0.00002204428],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013181598,0.00008800259,0.00016981602,0.00024087039,0.0006851673,0.000032708806,0.000086397944,0.0000816616,0.000016531087],"category_scores_gemma":[0.000048822152,0.000082163315,0.00000983572,0.00016281876,0.00012471466,0.00021768721,0.000094327595,0.00019346249,6.31146e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000066701195,0.000005786063,0.6072419,0.00041343813,0.0000064639225,0.000004545408,0.36791107,2.8020358e-7,0.0003210034,0.00063680066,0.000030422545,0.023421595],"study_design_scores_gemma":[0.00048782706,0.000032558324,0.6317965,0.0004386752,0.000009963757,6.3276326e-7,0.36624533,0.000005480206,0.00049207965,0.00014957481,0.0002638905,0.00007747766],"about_ca_topic_score_codex":0.00031681973,"about_ca_topic_score_gemma":0.00030458102,"teacher_disagreement_score":0.024554588,"about_ca_system_score_codex":0.00008352278,"about_ca_system_score_gemma":0.000112928195,"threshold_uncertainty_score":0.52698225},"labels":[],"label_agreement":null},{"id":"W2733265674","doi":"10.1093/geroni/igx004.5117","title":"CEREBRAL HYPOPERFUSION DURING OVER-GROUND WALKING IS RELATED TO ARTERIAL STIFFNESS IN OLDER ADULTS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Cardiovascular Health and Disease Prevention","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Research Institute for Aging; University of Waterloo","funders":"","keywords":"Supine position; Medicine; Arterial stiffness; Cardiology; Internal medicine; Perfusion; Cerebral perfusion pressure; Blood pressure","score_opus":0.012690606310363122,"score_gpt":0.3019309386269387,"score_spread":0.2892403323165756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2733265674","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.997238,0.000058637732,0.000074688985,0.00095400127,0.00058313983,0.00058046356,0.00000272515,0.00003687261,0.00047151174],"genre_scores_gemma":[0.99911475,0.000006623786,0.00009222105,0.00040912413,0.00017427225,0.00003354935,0.000044117543,0.000017425766,0.00010794136],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998603,0.000034625784,0.0005319526,0.0003058194,0.00026987874,0.00025472936],"domain_scores_gemma":[0.9992627,0.000010395236,0.00014897146,0.0004005512,0.00011084948,0.000066566],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044449684,0.000110962814,0.00021769649,0.00054456,0.00017591513,0.00007818005,0.00007634719,0.000084550054,0.00011387434],"category_scores_gemma":[0.0002653942,0.000120340475,0.000054265114,0.0005198793,0.000014879119,0.0003087997,0.000084260944,0.00019282875,0.000018498109],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0033767333,0.00044118214,0.6837538,0.0013806164,0.00006613562,0.0003515874,0.011489737,0.00007686411,0.056532208,0.00076243025,0.00025227902,0.24151646],"study_design_scores_gemma":[0.007943204,0.0000061299315,0.9888331,0.0016590523,0.0000107686865,0.000016114705,0.00017973712,0.0003246836,0.0006706017,0.00017571317,0.000059724807,0.000121162906],"about_ca_topic_score_codex":0.0005990304,"about_ca_topic_score_gemma":0.00006113275,"teacher_disagreement_score":0.30507934,"about_ca_system_score_codex":0.00020326002,"about_ca_system_score_gemma":0.00006904005,"threshold_uncertainty_score":0.4907342},"labels":[],"label_agreement":null},{"id":"W2733280891","doi":"10.1093/geroni/igx004.1450","title":"STEP COUNT ACCURACY AND RELIABILITY FROM ACTIVITY MONITORS WORN BY MOBILITY-INTACT OLDER ADULTS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Physical Activity and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Simon Fraser University","funders":"","keywords":"Pedometer; Activity monitor; Physical activity; Reliability (semiconductor); Population; Gerontology; Psychology; Medicine; Physical therapy; Physics","score_opus":0.026218448720117946,"score_gpt":0.34659693191096846,"score_spread":0.3203784831908505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2733280891","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9948361,0.000016724614,0.00049497525,0.00371808,0.00014600456,0.00040676538,0.000028585999,0.000041412117,0.00031136157],"genre_scores_gemma":[0.9991599,0.000018378814,0.0002745578,0.00029881395,0.00016446458,0.000026572001,0.000022154496,0.000010437529,0.000024771636],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99886596,0.000048160262,0.00030068948,0.0003668854,0.00021818165,0.00020013745],"domain_scores_gemma":[0.99864584,0.0003598867,0.0002730048,0.0005119939,0.00015039902,0.000058879898],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000490195,0.0001239536,0.00029153688,0.00007914504,0.00023139472,0.00006949851,0.00009018819,0.00008754246,0.000023694118],"category_scores_gemma":[0.0011340696,0.00011592654,0.000020687006,0.00020296889,0.00010258962,0.00065242854,0.000073092335,0.00047233384,0.0000058749756],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006164054,0.0013409669,0.8545124,0.00027632638,0.000016371965,0.000005437079,0.0012859617,0.0000016219475,0.010912151,0.00014256519,0.000548282,0.1303415],"study_design_scores_gemma":[0.0013742,0.00005291875,0.9874228,0.0003686364,0.000007683106,7.140902e-7,0.00013356072,0.0013565946,0.0077045932,0.00090746355,0.00056022994,0.00011061119],"about_ca_topic_score_codex":0.0074144513,"about_ca_topic_score_gemma":0.000099116616,"teacher_disagreement_score":0.13291039,"about_ca_system_score_codex":0.00020584927,"about_ca_system_score_gemma":0.00007948525,"threshold_uncertainty_score":0.9991953},"labels":[],"label_agreement":null},{"id":"W2733298615","doi":"10.1093/geroni/igx004.3312","title":"MILD COGNITIVE IMPAIRMENT AND DEPRESSION AMONG COMMUNITY DWELLING ELDERLY IN CHINA","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Depression (economics); Geriatric Depression Scale; Cognition; Beijing; Medicine; Logistic regression; Gerontology; Cognitive impairment; Clinical psychology; Psychology; Psychiatry; Depressive symptoms; China; Internal medicine","score_opus":0.035427670455193794,"score_gpt":0.35892375471600196,"score_spread":0.32349608426080817,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2733298615","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9917065,0.000045990007,0.0004648173,0.00043296348,0.000056096538,0.00050639553,0.000001734021,0.00001879619,0.0067667263],"genre_scores_gemma":[0.9994594,0.000026764867,0.00011127787,0.00014431759,0.000038270642,0.000051537532,0.000030067007,0.000010837798,0.0001275532],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99891615,0.00011534352,0.0003262737,0.00017199185,0.00023112739,0.00023910865],"domain_scores_gemma":[0.99936205,0.000079499136,0.00014313564,0.0002055407,0.0001709936,0.000038766095],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001359861,0.000104402076,0.00016235407,0.0005121532,0.00036213256,0.00010647667,0.000091556816,0.000053842385,0.00004488064],"category_scores_gemma":[0.00039282802,0.000099293204,0.000014827007,0.0003229292,0.00012464277,0.0003255519,0.00014567692,0.000599511,0.0000035192566],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009744134,0.0001864528,0.9604975,0.000080760794,0.000011039058,0.000035329347,0.0017129275,0.0000014885953,0.0007937867,0.000037989972,0.000015008468,0.0365303],"study_design_scores_gemma":[0.003227565,0.00012758635,0.9866573,0.0015035763,0.000008862647,0.0000053219583,0.001981624,0.00078647456,0.005112903,0.00048499406,0.0000102964805,0.000093451104],"about_ca_topic_score_codex":0.0011560067,"about_ca_topic_score_gemma":0.00017187068,"teacher_disagreement_score":0.036436852,"about_ca_system_score_codex":0.00006470346,"about_ca_system_score_gemma":0.00003777965,"threshold_uncertainty_score":0.40490595},"labels":[],"label_agreement":null},{"id":"W2733336228","doi":"10.1093/geroni/igx004.1774","title":"OVER-RELIANCE ON THE MOUTH AREA IN THE VISUAL SCANPATHS ARE ALSO OBSERVED WITH OLDER EMOTIONAL FACE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Sustainable Urban and Rural Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec en Outaouais","funders":"","keywords":"Psychology; Sadness; Disgust; Stimulus (psychology); Audiology; Eye movement; Facial expression; Young adult; Analysis of variance; Developmental psychology; Age groups; Eye tracking; Anger; Cognitive psychology; Clinical psychology; Medicine; Communication; Demography; Neuroscience; Internal medicine","score_opus":0.06494903119515616,"score_gpt":0.3238877974192678,"score_spread":0.25893876622411166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2733336228","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95627135,0.000012504134,0.00008370412,0.036949478,0.00015991897,0.0003006838,0.0000013708795,0.000016163101,0.006204832],"genre_scores_gemma":[0.9964663,0.000006058536,0.000030562624,0.0017563745,0.0000772114,0.000036549478,0.000003906531,0.0000053014123,0.0016177355],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988632,0.00010647511,0.00019693834,0.00015978148,0.0004449407,0.0002286413],"domain_scores_gemma":[0.9993299,0.00012360021,0.00021198698,0.00017834656,0.0001444033,0.000011764726],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001342019,0.00008369523,0.00007680201,0.000110868605,0.00087132026,0.00026467274,0.00036953608,0.000040809366,0.000057544188],"category_scores_gemma":[0.00045462715,0.00004790471,0.000011393822,0.000759441,0.00015229252,0.00023893162,0.000034723165,0.00019119302,0.0000072231724],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002455828,0.00009171699,0.7900637,0.000015114143,0.000009118676,0.000027233848,0.04370766,0.00044415056,0.000044721237,0.15726364,0.0036773132,0.0046311156],"study_design_scores_gemma":[0.00027799542,0.000006232201,0.9578901,0.00022858083,7.5524997e-7,2.7445833e-7,0.036832217,0.00026390064,0.00003758365,0.0014820758,0.0028903,0.000089975954],"about_ca_topic_score_codex":0.0017151927,"about_ca_topic_score_gemma":0.0017421385,"teacher_disagreement_score":0.16782646,"about_ca_system_score_codex":0.00020223153,"about_ca_system_score_gemma":0.0001859365,"threshold_uncertainty_score":0.6701579},"labels":[],"label_agreement":null},{"id":"W2733338144","doi":"10.1093/geroni/igx004.1448","title":"FOUR-YEAR TRAJECTORIES OF PHYSICAL HEALTH IN CANADIAN SENIORS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Gerontology; Physical health; Cognition; Logistic regression; Medicine; Population; Psychology; Environmental health; Mental health; Psychiatry","score_opus":0.050454510691568796,"score_gpt":0.3883496569088496,"score_spread":0.3378951462172808,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2733338144","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94791573,0.000009159602,0.0000078746725,0.041239385,0.00026529212,0.0001092794,0.000004880226,0.000007323798,0.010441069],"genre_scores_gemma":[0.99869776,0.000009769086,0.0000809095,0.0009805609,0.00012561781,0.0000039010756,0.0000018530402,0.0000033191907,0.00009632724],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991978,0.000052391733,0.00023598256,0.000077083256,0.000118355645,0.00031843045],"domain_scores_gemma":[0.99959415,0.00005409313,0.00013293156,0.000102478305,0.000057768968,0.000058570964],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010569604,0.00003669633,0.00012192487,0.00023481368,0.00034329767,0.00004350222,0.00012810108,0.00002901885,0.000014185172],"category_scores_gemma":[0.00056158047,0.000039993374,0.000010385361,0.00039932982,0.00008561206,0.0001891956,0.000009583611,0.00009887547,0.000001726562],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[8.2883497e-7,0.0000052359865,0.7492542,0.000023923863,5.612467e-7,8.9633016e-7,0.015372979,0.0000059658723,0.0000017058766,0.23131867,0.00013059523,0.0038843981],"study_design_scores_gemma":[0.00014394615,0.000004700144,0.97644234,0.00007858662,2.2787509e-7,4.6413728e-8,0.005142767,0.00004615808,0.000013962014,0.0029219182,0.015157955,0.000047375906],"about_ca_topic_score_codex":0.9359914,"about_ca_topic_score_gemma":0.95336694,"teacher_disagreement_score":0.22839674,"about_ca_system_score_codex":0.0003177933,"about_ca_system_score_gemma":0.0011698701,"threshold_uncertainty_score":0.2640403},"labels":[],"label_agreement":null},{"id":"W2733344043","doi":"10.1093/geroni/igx004.581","title":"HEARING AID ACCLIMATIZATION BY OLDER ADULTS; THE EFFECT OF NOISE REDUCTION ON LISTENING EFFORT","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Active listening; Audiology; Task (project management); Noise (video); Psychology; Digit symbol substitution test; Cognition; Perception; Acclimatization; Hearing loss; Memory span; Speech recognition; Working memory; Medicine; Computer science; Communication; Engineering; Artificial intelligence; Neuroscience","score_opus":0.02015240607184004,"score_gpt":0.3101313680872885,"score_spread":0.2899789620154484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2733344043","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.996306,0.000005187511,0.00051654666,0.0009849616,0.00040582244,0.00037032232,0.0000012636676,0.00003276364,0.0013771248],"genre_scores_gemma":[0.99966615,0.000002596487,0.000082466984,0.00007750385,0.000059736903,0.000036854664,0.0000051399916,0.0000128648335,0.000056673423],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99890786,0.000088008484,0.00039051002,0.00023965893,0.00023794855,0.00013600486],"domain_scores_gemma":[0.99905086,0.00020250272,0.00034577138,0.00032702144,0.00006302018,0.000010847131],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000928976,0.000091593225,0.00011476722,0.00020029825,0.00042074305,0.00011463369,0.00017259337,0.00004921089,0.0000050107387],"category_scores_gemma":[0.0016263468,0.0000673541,0.00002367402,0.00044144056,0.00009003764,0.00038522715,0.000043906402,0.00017994158,0.000005015715],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007647954,0.000031904478,0.08923203,0.00017133878,0.0000018522737,6.172317e-7,0.0023201916,0.0014033867,0.87749064,0.0017785699,0.00008907859,0.027403913],"study_design_scores_gemma":[0.0009649994,0.00012082086,0.3670093,0.00076102983,0.0000028501906,0.000003110315,0.00013585616,0.00666958,0.62404096,0.0001056044,0.0000751655,0.00011071026],"about_ca_topic_score_codex":0.00010708831,"about_ca_topic_score_gemma":5.487478e-7,"teacher_disagreement_score":0.27777728,"about_ca_system_score_codex":0.00006061119,"about_ca_system_score_gemma":0.000013953048,"threshold_uncertainty_score":0.32360578},"labels":[],"label_agreement":null},{"id":"W2733389540","doi":"10.1093/geroni/igx004.4834","title":"USING A FRAILTY INDEX BASED ON DEFICIT ACCUMULATION","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Frailty Index; Index (typography); Gerontology; Metric (unit); Operationalization; Psychological resilience; Resilience (materials science); Population; Medicine; Population ageing; Psychology; Environmental health; Computer science; Engineering","score_opus":0.1691921825987,"score_gpt":0.4116200421515881,"score_spread":0.2424278595528881,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2733389540","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9630445,0.0000035602525,0.027083026,0.0028443933,0.00025123544,0.00025885698,0.000001988402,0.000059691247,0.006452707],"genre_scores_gemma":[0.9947022,2.9821044e-7,0.0036891233,0.0012717998,0.00013923956,0.000009281101,0.000029122999,0.000020773405,0.00013814066],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99891174,0.00001908066,0.0003747697,0.00022001128,0.00029594614,0.00017848102],"domain_scores_gemma":[0.9989167,0.000058533624,0.00026635695,0.00052871736,0.00020675709,0.000022977536],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037215737,0.00011137772,0.00015094876,0.0005762493,0.00018605686,0.00008605442,0.00010782498,0.00008892569,0.000064666405],"category_scores_gemma":[0.0010189598,0.00011635388,0.000022028053,0.0004595469,0.000040834544,0.00024963796,0.000030528925,0.00025103724,0.00001819299],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000069131085,0.00006964425,0.9636697,0.00005238994,0.000006463951,0.00002204388,0.00019707876,0.008169857,0.009244415,0.0011838517,0.00008640222,0.017228976],"study_design_scores_gemma":[0.0017813735,0.000024269839,0.7224243,0.0005066374,0.0000057669445,0.000004689758,0.00003195355,0.2726252,0.0017530292,0.00037068746,0.00037109386,0.000100957936],"about_ca_topic_score_codex":0.00024642659,"about_ca_topic_score_gemma":0.000024600544,"teacher_disagreement_score":0.26445535,"about_ca_system_score_codex":0.00020941543,"about_ca_system_score_gemma":0.00009788457,"threshold_uncertainty_score":0.47447732},"labels":[],"label_agreement":null},{"id":"W2733408119","doi":"10.1093/geroni/igx004.2119","title":"FINDING RABBIT HOLES WITHOUT FALLING IN: NAVIGATING PALLIATIVE CARE POLICY IN CANADIAN LONG-TERM CARE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Wildlife Ecology and Conservation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Mount Saint Vincent University; Interior Health","funders":"","keywords":"Palliative care; Ambiguity; Jungle; Policy analysis; Long-term care; Quality of life (healthcare); Swift; Unintended consequences; Function (biology); Public policy; Quality (philosophy); Public administration; Sociology; Public relations; Political science; Nursing; Medicine; Geography; Law; Computer science","score_opus":0.026147581218082326,"score_gpt":0.32108685425830147,"score_spread":0.29493927304021916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2733408119","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99524957,0.00002467895,0.000050845236,0.0015676507,0.000107128784,0.00020795934,0.0000032074709,0.000012241821,0.002776695],"genre_scores_gemma":[0.99898535,0.000004458628,0.0002569783,0.00058508804,0.00005453197,0.000035603516,0.00004306617,0.000010775589,0.000024152228],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99885,0.0000413937,0.0003540288,0.00026609053,0.00012002793,0.0003684696],"domain_scores_gemma":[0.9994978,0.00003233076,0.00021640115,0.00019213914,0.00002593916,0.000035432593],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003331857,0.00011301094,0.00012470629,0.0003072807,0.0003678582,0.00008514328,0.00024411302,0.00010378323,0.000035476798],"category_scores_gemma":[0.00030714273,0.00013550512,0.000011430337,0.0007059787,0.00010784526,0.00050013664,0.00008632367,0.00035603094,0.000020323818],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000024275835,0.0000040224995,0.97018045,0.000019081881,0.000001264503,0.000022450437,0.015198855,0.0016019759,0.00014738139,0.00032059854,0.0000021732756,0.012499293],"study_design_scores_gemma":[0.00038349914,0.000005477145,0.99549854,0.00040138178,9.929093e-7,6.0242473e-7,0.0025751456,0.000464778,0.00026590924,0.00023908069,0.000021183403,0.00014340892],"about_ca_topic_score_codex":0.2958753,"about_ca_topic_score_gemma":0.8271533,"teacher_disagreement_score":0.53127795,"about_ca_system_score_codex":0.0016950427,"about_ca_system_score_gemma":0.0001405788,"threshold_uncertainty_score":0.7088135},"labels":[],"label_agreement":null},{"id":"W2733425133","doi":"10.1093/geroni/igx004.4035","title":"GAIT SYMMETRY AFTER STROKE: DO CEREBRAL HEMISPHERES INFLUENCE EQUALLY?","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Physical medicine and rehabilitation; Gait; Symmetry (geometry); Stroke (engine); Medicine; Psychology; Neuroscience; Physics; Mathematics; Geometry","score_opus":0.01626008318501005,"score_gpt":0.31109765825873914,"score_spread":0.2948375750737291,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2733425133","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9844973,0.000113509865,0.00025115468,0.0017663208,0.00032397942,0.0001744512,0.0000043946925,0.000041296094,0.012827594],"genre_scores_gemma":[0.99530077,0.0000069452008,0.0016585045,0.0010365355,0.00016182399,0.000031297386,0.0000065209556,0.000014310284,0.0017833184],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989073,0.000018473891,0.00041911533,0.00022253366,0.00023942458,0.00019311582],"domain_scores_gemma":[0.9990477,0.000079956764,0.00019272395,0.0004158262,0.00022867846,0.000035144705],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033143142,0.000107955784,0.00017397795,0.0003085812,0.00009916556,0.00011381597,0.00011487635,0.000082018465,0.0002621248],"category_scores_gemma":[0.0009622576,0.00009914394,0.00004314451,0.00029762584,0.00009234427,0.00035339108,0.000055445,0.00023735857,0.00004718408],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000058415608,0.00003668972,0.97949266,0.00009576716,0.000015709824,0.000014478006,0.0003001543,0.00001587929,0.0057904995,0.0023216838,0.00027963115,0.011578447],"study_design_scores_gemma":[0.0010402584,0.000029446788,0.99224234,0.0003803686,0.000006997219,0.000008780151,0.00035173632,0.00010051564,0.0026087405,0.00062759453,0.00248836,0.00011489524],"about_ca_topic_score_codex":0.000056989436,"about_ca_topic_score_gemma":0.000010112385,"teacher_disagreement_score":0.012749663,"about_ca_system_score_codex":0.00009607771,"about_ca_system_score_gemma":0.00007670263,"threshold_uncertainty_score":0.40429726},"labels":[],"label_agreement":null},{"id":"W2733444936","doi":"10.1093/geroni/igx004.5055","title":"SENSE OF PURPOSE IN LIFE AND RISK FOR ONSET OF CHRONIC ILLNESSES","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Psychological Well-being and Life Satisfaction","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Medicine; Context (archaeology); Quality of life (healthcare); Gerontology; Chronic disease; Intensive care medicine","score_opus":0.04071797365217621,"score_gpt":0.36617609099903126,"score_spread":0.32545811734685504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2733444936","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9951529,0.00010271499,0.0012656489,0.0003011171,0.00047089378,0.0001784158,0.000015592654,0.000009573254,0.0025031406],"genre_scores_gemma":[0.9995705,0.00004056515,0.00018450497,0.000054520864,0.000050751638,0.000027640326,0.000006037362,0.0000061215446,0.000059347967],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992011,0.00006103465,0.00041109553,0.00015876167,0.00005480795,0.00011320098],"domain_scores_gemma":[0.9990617,0.0001826854,0.00044543797,0.00023077992,0.00006849756,0.000010880371],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007105656,0.00006140049,0.00015645711,0.00027233476,0.00005626666,0.000011274988,0.000052502568,0.00007632587,0.00003738734],"category_scores_gemma":[0.0006963997,0.000059614602,0.000013325175,0.00022516158,0.000089611516,0.00007818076,0.0000182197,0.00011814847,0.0000019017584],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013124407,0.00009600995,0.91698706,0.00007532492,0.000019546425,0.000004682021,0.0014340838,0.00004867108,0.001882911,0.014501113,0.00040361375,0.064415745],"study_design_scores_gemma":[0.0012876967,0.00007591934,0.99050176,0.000089971734,0.0000040565105,0.0000046180576,0.00029088944,0.00017653695,0.0008964234,0.00570743,0.0008929661,0.00007173784],"about_ca_topic_score_codex":0.00075266045,"about_ca_topic_score_gemma":0.00013882053,"teacher_disagreement_score":0.0735147,"about_ca_system_score_codex":0.000019715304,"about_ca_system_score_gemma":0.000018314662,"threshold_uncertainty_score":0.24310128},"labels":[],"label_agreement":null},{"id":"W2733464133","doi":"10.1093/geroni/igx004.4677","title":"MECHANISMS OF PROTECTION AGAINST HERPES ZOSTER AND POST-HERPETIC NEURALGIA THROUGH VACCINATION","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Human Health and Disease","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences North","funders":"","keywords":"Medicine; Chickenpox; Varicella zoster virus; Rash; Shingles; Immunology; Virus; Virology; Vaccination; Dorsal root ganglion; Neuralgia; Dermatology; Neuropathic pain; Dorsum; Anesthesia","score_opus":0.0415422665171378,"score_gpt":0.3382586323578454,"score_spread":0.2967163658407076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2733464133","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99016213,0.000031088024,0.002864894,0.0048933555,0.0001193496,0.00044849227,0.0000016132875,0.000023547278,0.0014555036],"genre_scores_gemma":[0.9978108,0.0000066196662,0.00052250345,0.0014841462,0.000040363306,0.000028449524,0.0000147978935,0.000008843365,0.00008351768],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9993116,0.000019233188,0.00030919377,0.0001338512,0.00012085321,0.00010525603],"domain_scores_gemma":[0.99931264,0.00001070542,0.00023071165,0.00018353427,0.00023757249,0.00002484871],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022719603,0.0000651459,0.000114861126,0.00018916064,0.00012581405,0.00002928832,0.000036349968,0.000044146742,0.00003080792],"category_scores_gemma":[0.00032332697,0.00006218324,0.0000114048935,0.00015754963,0.000018037892,0.00029011755,0.000022386828,0.00008840204,0.0000032233322],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010045811,0.0004266152,0.075444214,0.0038848114,0.000035130597,0.00005588686,0.006070086,0.000021051977,0.22403327,0.057603914,0.00022478029,0.63119566],"study_design_scores_gemma":[0.002312067,0.00017855653,0.96944827,0.00039516797,0.000013985202,0.000009135208,0.00034358614,0.001361037,0.014514519,0.011083145,0.00023230548,0.00010820646],"about_ca_topic_score_codex":0.00009883613,"about_ca_topic_score_gemma":0.000014654892,"teacher_disagreement_score":0.8940041,"about_ca_system_score_codex":0.00003565885,"about_ca_system_score_gemma":0.000052885032,"threshold_uncertainty_score":0.2535759},"labels":[],"label_agreement":null},{"id":"W2733469716","doi":"10.1093/geroni/igx004.3320","title":"DEVELOPING A SIMPLE ALGORITHM TO PREDICT FALLS IN PRIMARY CARE OLDER PATIENTS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"CHAID; Odds; Odds ratio; Medicine; Poison control; Fear of falling; Depression (economics); Gait; Balance (ability); Injury prevention; Demography; Algorithm; Physical therapy; Logistic regression; Gerontology; Machine learning; Medical emergency; Internal medicine; Computer science; Decision tree","score_opus":0.03456602809474317,"score_gpt":0.37460912567984944,"score_spread":0.34004309758510626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2733469716","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98597133,0.000017284678,0.0068324246,0.00043932008,0.00075393094,0.0009258829,0.00002153772,0.000052327276,0.00498599],"genre_scores_gemma":[0.99106014,0.000007733033,0.0061723157,0.0018526419,0.00015942333,0.00020741076,0.00033455517,0.000020302736,0.00018546113],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99831265,0.00010567253,0.0007316233,0.00026825364,0.00020835735,0.00037344306],"domain_scores_gemma":[0.99890494,0.00005314036,0.00035516024,0.00030841015,0.0003498391,0.000028506098],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006134642,0.00011631865,0.00018749206,0.00043188393,0.0004921693,0.000031386367,0.00022518626,0.00012857745,0.0000064305714],"category_scores_gemma":[0.00021245414,0.00012494756,0.000015082068,0.000540476,0.000016106858,0.00037527777,0.00020100355,0.0003795574,0.000046846835],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006379184,0.00004831056,0.8897108,0.00021847617,0.0000031778181,0.0000021088285,0.005831831,0.0000014131034,0.00019930024,0.00058800913,0.0003645952,0.10302561],"study_design_scores_gemma":[0.0016197416,0.000011146831,0.99183077,0.0011871904,0.0000014926313,8.675559e-8,0.0012193584,0.00014378133,0.000007799251,0.0007119847,0.0031275274,0.00013913795],"about_ca_topic_score_codex":0.00039518057,"about_ca_topic_score_gemma":0.000359258,"teacher_disagreement_score":0.10288647,"about_ca_system_score_codex":0.0006505228,"about_ca_system_score_gemma":0.00022642818,"threshold_uncertainty_score":0.50952137},"labels":[],"label_agreement":null},{"id":"W2733492698","doi":"10.1093/geroni/igx004.883","title":"THE IMPACT OF PEER MENTORING IN RESIDENTIAL CARE ON THOSE VISITED","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Research Institute for Aging; University of British Columbia","funders":"","keywords":"Loneliness; Attendance; Intervention (counseling); Feeling; Biopsychosocial model; Depression (economics); Psychology; Social support; Empowerment; Peer support; Mentorship; Medicine; Clinical psychology; Gerontology; Nursing; Psychiatry; Social psychology; Medical education","score_opus":0.2381104587211323,"score_gpt":0.5300409730981511,"score_spread":0.29193051437701883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2733492698","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98696,0.0000374378,0.00000952433,0.0005588313,0.0007672074,0.0005532359,0.000008125706,0.000008812606,0.011096852],"genre_scores_gemma":[0.99909866,0.000012175783,0.000026990963,0.00015148077,0.00011276959,0.00006433487,0.00005205288,0.000007847664,0.00047366478],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998402,0.00015916876,0.00070620544,0.00012211349,0.00029534916,0.00031518392],"domain_scores_gemma":[0.9987043,0.00016466883,0.0005172369,0.00033117254,0.00025699355,0.000025590383],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016827727,0.000074549505,0.00011033328,0.00026460591,0.00082455535,0.000018920386,0.00017806671,0.000055079447,0.00003391311],"category_scores_gemma":[0.00025711796,0.00005366596,0.000018786313,0.00028820522,0.000021608823,0.00012463609,0.00008034181,0.00034174687,0.000014951642],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009482422,0.000024836605,0.9742901,0.0001596359,0.0000036256683,0.0000015250016,0.017300846,0.00006206063,0.00029952245,0.0028505728,0.00039678146,0.0045157187],"study_design_scores_gemma":[0.0012111472,0.0000861864,0.9876355,0.0017928293,0.0000010324923,3.957022e-8,0.0066916016,0.00017994644,0.0005996916,0.00067548937,0.0010594926,0.00006705886],"about_ca_topic_score_codex":0.0059912624,"about_ca_topic_score_gemma":0.0012114869,"teacher_disagreement_score":0.013345434,"about_ca_system_score_codex":0.00043743147,"about_ca_system_score_gemma":0.00016081298,"threshold_uncertainty_score":0.90570366},"labels":[],"label_agreement":null},{"id":"W2733499556","doi":"10.1093/geroni/igx004.2645","title":"IAGG NORTH AMERICAN REGION: FALLS PREVENTION—NEW INITIATIVES FROM THE CANADIAN GERIATRICS SOCIETY FALLS SPECIAL INTEREST GROUP","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University","funders":"","keywords":"Fall prevention; Geriatrics; Medicine; Falls in older adults; Psychological intervention; Gerontology; Physical therapy; Poison control; Injury prevention; Nursing; Medical emergency; Psychiatry","score_opus":0.08267151418441102,"score_gpt":0.3773377129484962,"score_spread":0.2946661987640852,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2733499556","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9789788,0.000035624787,0.0026077519,0.0070440015,0.0020162233,0.0007499114,0.0000504964,0.00005831349,0.008458868],"genre_scores_gemma":[0.98981875,0.00014169228,0.0009564698,0.0031880531,0.004681785,0.00006577574,0.000294788,0.000026877067,0.00082579744],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978,0.00030902334,0.0008274892,0.00035853664,0.00022159824,0.0004833417],"domain_scores_gemma":[0.99764186,0.00023939309,0.0012053335,0.00057231565,0.00024718602,0.00009388337],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007945698,0.00018850339,0.00026251984,0.00017741129,0.0021078526,0.00015292296,0.0005453582,0.00013482905,0.000045444787],"category_scores_gemma":[0.0003932664,0.00016807477,0.0000844569,0.0008459197,0.00018449583,0.00064402167,0.00015390913,0.00089908007,0.00008314199],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015798787,0.00006307899,0.92503786,0.000025937943,0.00004517677,0.000006107049,0.011241147,7.6377745e-7,0.000058749378,0.011044556,0.027563438,0.024897408],"study_design_scores_gemma":[0.00082965643,0.000024527928,0.956888,0.00023513222,0.000012147063,5.196173e-7,0.0039459514,0.00005050264,8.0010506e-7,0.0037769468,0.034056004,0.00017979371],"about_ca_topic_score_codex":0.11692026,"about_ca_topic_score_gemma":0.8156712,"teacher_disagreement_score":0.698751,"about_ca_system_score_codex":0.0005072974,"about_ca_system_score_gemma":0.0007445873,"threshold_uncertainty_score":0.9991913},"labels":[],"label_agreement":null},{"id":"W2733522308","doi":"10.1093/geroni/igx004.956","title":"UNDERSTANDING THE DETERMINANTS OF FLUID INTAKE IN LONG-TERM CARE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Research Institute for Aging; University of Alberta; Université de Moncton; University of Waterloo; Toronto Rehabilitation Institute; University of Winnipeg; University of Toronto; University Health Network","funders":"","keywords":"Fluid intake; Medicine; Staffing; Gerontology; Dementia; Psychological intervention; Fluid intelligence; Environmental health; Long-term care; Water intake; Demography; Cognition; Internal medicine; Nursing; Disease","score_opus":0.1271304559503107,"score_gpt":0.37412600036747884,"score_spread":0.24699554441716814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2733522308","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.992309,0.00015873661,0.00024318059,0.0004892619,0.000310509,0.00013602932,0.0000011417525,0.000008121501,0.0063440353],"genre_scores_gemma":[0.99978626,0.000032139265,0.000026458252,0.000059434467,0.00004850785,0.000007996795,0.0000037869947,0.0000064622986,0.0000289506],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993335,0.000009842145,0.00032627818,0.00009909022,0.00011577445,0.00011553473],"domain_scores_gemma":[0.99952567,0.00001842865,0.00012833961,0.00022644059,0.000094824405,0.000006321574],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002007664,0.00006161104,0.00013917079,0.00021477493,0.00012171499,0.000012276626,0.00009070057,0.000028222063,0.000012153549],"category_scores_gemma":[0.00015171866,0.000046543984,0.00001708118,0.00027892893,0.000075521384,0.000086483975,0.00004526573,0.000104879015,0.0000011348013],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013759213,0.000008525794,0.97933227,0.00012648547,0.0000057701577,0.000018094623,0.006180019,0.0000032376267,0.0010479337,0.0007768557,0.000024042376,0.012463038],"study_design_scores_gemma":[0.0005427259,0.000016840184,0.9907156,0.0005407664,0.0000060409716,0.0000036703561,0.005558375,0.000035045567,0.0022825697,0.00023149565,0.000019640618,0.00004719205],"about_ca_topic_score_codex":0.00011657795,"about_ca_topic_score_gemma":0.0012340468,"teacher_disagreement_score":0.012415846,"about_ca_system_score_codex":0.00012033476,"about_ca_system_score_gemma":0.000030561285,"threshold_uncertainty_score":0.18980086},"labels":[],"label_agreement":null},{"id":"W2733537617","doi":"10.1093/geroni/igx004.218","title":"COMORBIDITY, DISABILITY, AND FRAILTY PROFILES AS DETERZMINANTS OF HOSPITALIZATION AMONG OLDER ADULTS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health and Well-being Studies","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Comorbidity; Confounding; Gerontology; Attrition; Health and Retirement Study; Activities of daily living; Stroke (engine); Population; Disease; Physical therapy; Environmental health; Psychiatry","score_opus":0.035859694986402416,"score_gpt":0.37990222261032913,"score_spread":0.34404252762392673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2733537617","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99383706,0.00004432401,0.00017603164,0.00087008387,0.0004265271,0.00030985975,0.0000042353427,0.00002109178,0.004310783],"genre_scores_gemma":[0.9995784,0.000010973784,0.00007245841,0.00012040604,0.000060963543,0.000043317148,0.000009667893,0.000009173592,0.0000946064],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99902177,0.000046755074,0.00042838624,0.0002183538,0.00011016058,0.00017457896],"domain_scores_gemma":[0.9991579,0.000059397844,0.0003401948,0.00029627976,0.00012956685,0.000016636064],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044126675,0.00008676171,0.00015634275,0.00010113717,0.00019459998,0.00003223452,0.000114081486,0.000069956426,0.000041537092],"category_scores_gemma":[0.00037471298,0.00008532213,0.000010496073,0.00018489748,0.0002747769,0.00018328865,0.00008846426,0.00009890423,0.0000068049176],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011950321,0.000060729897,0.9665713,0.00011968731,0.0000062230556,0.0000021538744,0.0043017403,4.1436962e-7,0.000021080315,0.0039212652,0.00020888606,0.024774622],"study_design_scores_gemma":[0.00061937014,0.00003226866,0.9965573,0.00026999583,0.0000026611742,9.211509e-7,0.00062110723,0.000055671306,0.0003954371,0.0012681695,0.000093737166,0.000083385705],"about_ca_topic_score_codex":0.0023467205,"about_ca_topic_score_gemma":0.00027661698,"teacher_disagreement_score":0.029986028,"about_ca_system_score_codex":0.000023540728,"about_ca_system_score_gemma":0.000013009651,"threshold_uncertainty_score":0.3547555},"labels":[],"label_agreement":null},{"id":"W2733596780","doi":"10.1093/geroni/igx004.5132","title":"FRAILTY IN THE NORTH WEST ADELAIDE HEALTH STUDY USING THE FRAILTY PHENOTYPE AND INDEX APPROACHES","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Frailty Index; Medicine; Gerontology; Demography; Cohort; Index (typography); Internal medicine","score_opus":0.1793963520189421,"score_gpt":0.37302698276079876,"score_spread":0.19363063074185666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2733596780","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9807502,0.00009567679,0.00070854265,0.016523391,0.0001353213,0.0010632403,0.0000030084498,0.000023132556,0.00069749553],"genre_scores_gemma":[0.9973555,0.000006123393,0.00037502745,0.0019826393,0.00016200473,0.00004055743,0.000013172773,0.00001884892,0.000046102516],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99834645,0.00014366508,0.0005670178,0.00029813912,0.00036582438,0.00027890276],"domain_scores_gemma":[0.99865425,0.00012458084,0.00035624692,0.000750479,0.00008842776,0.000026045487],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016046773,0.00015757812,0.0002449622,0.0002638732,0.0004730342,0.00015004317,0.00031516323,0.000052105665,0.000008163825],"category_scores_gemma":[0.0005150774,0.000102499915,0.000015023063,0.00078109297,0.00015320309,0.0002618616,0.00012825806,0.0006450584,0.0000024955004],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022779066,0.00015422575,0.96036434,0.000043738313,0.000014456337,0.000012197037,0.018135251,0.00013299864,0.00002586821,0.00043483084,0.00007337271,0.020585964],"study_design_scores_gemma":[0.0015195356,0.0000697996,0.9842856,0.00015818788,0.000008651687,0.000017940794,0.008808695,0.0044305734,0.00000808225,0.00026330535,0.00032993508,0.000099725985],"about_ca_topic_score_codex":0.0034683985,"about_ca_topic_score_gemma":0.006094476,"teacher_disagreement_score":0.02392125,"about_ca_system_score_codex":0.0001283029,"about_ca_system_score_gemma":0.0001521535,"threshold_uncertainty_score":0.5243204},"labels":[],"label_agreement":null},{"id":"W2733610233","doi":"10.1093/geroni/igx004.1531","title":"ASSOCIATIONS BETWEEN METABOLITES AND PHYSICAL FUNCTION IN OLDER BLACK MEN","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Internal medicine; Medicine; Metabolite; Biomarker; Proportional hazards model; Preferred walking speed; Gait; Renal function; Creatine; Endocrinology; Physiology; Biology; Biochemistry","score_opus":0.06418425550896577,"score_gpt":0.3832411803725955,"score_spread":0.31905692486362974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2733610233","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9803908,0.000030784973,0.00031094262,0.011515577,0.00006410772,0.00022057317,0.0000059858908,0.00002967073,0.0074315965],"genre_scores_gemma":[0.9983988,0.000013402644,0.0003370403,0.00063660636,0.00032353852,0.0000134963175,0.000058994785,0.000008925332,0.00020921277],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99918383,0.000025930238,0.00034177888,0.00015552205,0.00013845951,0.00015446203],"domain_scores_gemma":[0.9994663,0.000062616615,0.00018551624,0.00014737128,0.00011065594,0.000027564898],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054389157,0.00006825305,0.00021096534,0.000406161,0.00014412262,0.00005586736,0.000037450787,0.000048207377,0.000013589923],"category_scores_gemma":[0.00025421393,0.00007103977,0.000012664035,0.00037303774,0.000044549302,0.0002445389,0.00002632679,0.00023532627,0.000008598769],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000068656836,0.00005079861,0.98141617,0.0000452374,0.000007869377,0.0000017028726,0.0010177258,0.0000011213344,0.001300785,0.009706041,0.00031045443,0.0061352234],"study_design_scores_gemma":[0.0015832776,0.000012068354,0.9893981,0.0001547719,0.0000131530805,5.59873e-7,0.00019096414,0.00069972244,0.00050602533,0.0063918154,0.000986118,0.000063407155],"about_ca_topic_score_codex":0.000110982066,"about_ca_topic_score_gemma":0.00001443361,"teacher_disagreement_score":0.018008022,"about_ca_system_score_codex":0.00008654806,"about_ca_system_score_gemma":0.000033590164,"threshold_uncertainty_score":0.2896918},"labels":[],"label_agreement":null},{"id":"W2733610954","doi":"10.1093/geroni/igx004.4939","title":"FACTORS ASSOCIATED WITH SOCIAL ACTIVITY PARTICIPATION AMONG MIDDLE-AGED AND OLDER CHINESE IN CHINA","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Marital status; Psychology; Confirmatory factor analysis; China; Social engagement; Exploratory factor analysis; Gerontology; Longitudinal study; Structural equation modeling; Mental health; Social support; Social psychology; Demography; Developmental psychology; Sociology; Medicine; Population; Geography; Psychometrics","score_opus":0.09218860913676293,"score_gpt":0.3869075272362862,"score_spread":0.2947189180995233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2733610954","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9948747,0.000003093543,0.000034844823,0.002962605,0.00012779226,0.00017798156,0.0000021729309,0.000025708552,0.0017910978],"genre_scores_gemma":[0.99967414,0.0000019869174,0.0000050403014,0.0001287579,0.000059758524,0.000017247807,0.0000061240958,0.0000062787362,0.00010068437],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99904907,0.00012964603,0.00021789588,0.00013594693,0.00019584394,0.00027162707],"domain_scores_gemma":[0.99947804,0.00010798349,0.0002672598,0.00007279541,0.00004664913,0.00002726117],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010998028,0.00007872952,0.00014787768,0.00015242909,0.00093142403,0.00017631159,0.00008605029,0.0000811136,0.000016963628],"category_scores_gemma":[0.0011786903,0.000067569534,0.000009423675,0.0004694774,0.00015019836,0.0006938223,0.00002461776,0.0001796234,1.9954354e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004015201,0.000026583557,0.9679011,0.0000141857845,0.00000300711,9.066313e-7,0.029076377,0.000003965549,0.0000066299644,0.00182203,0.000007619364,0.0011335422],"study_design_scores_gemma":[0.00053688895,0.0000034009522,0.99745435,0.00008739823,0.0000015267094,7.349931e-9,0.0011464211,0.00011218022,0.000012005068,0.0005498923,0.00001067665,0.000085238076],"about_ca_topic_score_codex":0.014394343,"about_ca_topic_score_gemma":0.085080266,"teacher_disagreement_score":0.07068592,"about_ca_system_score_codex":0.00016259248,"about_ca_system_score_gemma":0.00007644277,"threshold_uncertainty_score":0.9921689},"labels":[],"label_agreement":null},{"id":"W2733636128","doi":"10.1093/geroni/igx004.087","title":"EVIDENCE FOR THE LATENT FACTOR STRUCTURE OF FRAILTY","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Structural equation modeling; Gerontology; Dementia; Successful aging; Scale (ratio); Frailty Index; Psychology; Social support; Medicine; Computer science; Social psychology","score_opus":0.16239559454871155,"score_gpt":0.3954703961121436,"score_spread":0.23307480156343202,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2733636128","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.985058,0.000108801265,0.002905642,0.011037795,0.0003507662,0.00043426262,0.000014790982,0.000013675892,0.00007624221],"genre_scores_gemma":[0.99820626,0.000010294353,0.001029959,0.000346696,0.00011697412,0.000010456939,0.000006018967,0.000008097862,0.00026524963],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99933505,0.0000065050904,0.0002849364,0.00011289883,0.00015802414,0.000102592974],"domain_scores_gemma":[0.99882835,0.000212425,0.00024309137,0.00042809613,0.00027848122,0.000009548148],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015906196,0.000061901366,0.0001132337,0.00009491236,0.000099033256,0.000027156739,0.00016922598,0.000042167856,0.000056160967],"category_scores_gemma":[0.0021338824,0.000042378313,0.00002093647,0.00016510698,0.00006386895,0.00015706448,0.000038641956,0.00013031469,0.0000012420961],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000072393195,0.00001853996,0.7064352,0.00023382141,0.000033910863,0.0000021547105,0.001367923,0.000067877576,0.2225817,0.0027701615,0.0009320215,0.06548426],"study_design_scores_gemma":[0.0007326736,0.000029962675,0.9575698,0.00064917124,0.000009988246,0.0000034852465,0.000043911452,0.0010988406,0.03831713,0.0008601087,0.00063529756,0.000049644234],"about_ca_topic_score_codex":0.0001073913,"about_ca_topic_score_gemma":0.000039160244,"teacher_disagreement_score":0.25113457,"about_ca_system_score_codex":0.000041965293,"about_ca_system_score_gemma":0.000049050657,"threshold_uncertainty_score":0.25546107},"labels":[],"label_agreement":null},{"id":"W2733649248","doi":"10.1093/geroni/igx004.3405","title":"OPTIMIZING DETECTION OF WITHIN-PERSON EFFECTS ON AGING-RELATED OUTCOMES: BENEFITS OF MULTILEVEL SEM","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Variance (accounting); Statistics; Reliability (semiconductor); Multilevel model; Type I and type II errors; Structural equation modeling; Observational error; Explained variation; Scale (ratio); Monte Carlo method; Statistical power; Econometrics; Hierarchical database model; Analysis of variance; Mathematics; Computer science; Power (physics); Data mining","score_opus":0.05576095822222364,"score_gpt":0.3610613289152596,"score_spread":0.30530037069303595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2733649248","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9941571,0.00003858043,0.00033761206,0.0019964238,0.0009351135,0.00024175442,0.0000024510873,0.00003321914,0.002257788],"genre_scores_gemma":[0.99885595,0.000009045393,0.0005442854,0.00035932838,0.000048344118,0.000010294113,0.0000017693211,0.000010174609,0.00016080383],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987121,0.00008131574,0.0005094839,0.00015788613,0.00030444202,0.00023473149],"domain_scores_gemma":[0.9985771,0.0003106401,0.0006841079,0.00020670478,0.0001924855,0.000028929155],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013497865,0.00009438312,0.00023720422,0.00034351234,0.00046578542,0.000045960867,0.00019286636,0.00010083107,0.0000066201706],"category_scores_gemma":[0.0016492171,0.000093772025,0.00003465486,0.00037839205,0.00008763093,0.00030555853,0.000024406292,0.00018204965,0.000002182455],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022745713,0.00006662249,0.7963223,0.0004671061,0.000033979497,0.0000027631188,0.056591943,0.0025383153,0.0018933992,0.068104096,0.000019854504,0.07393687],"study_design_scores_gemma":[0.0008919193,0.000030160276,0.97161615,0.0008863784,0.000006821315,1.983397e-7,0.0036265727,0.0012766575,0.02102054,0.00040928018,0.00009146062,0.00014385601],"about_ca_topic_score_codex":0.008101818,"about_ca_topic_score_gemma":0.00150833,"teacher_disagreement_score":0.17529385,"about_ca_system_score_codex":0.00013119995,"about_ca_system_score_gemma":0.00007861596,"threshold_uncertainty_score":0.9985033},"labels":[],"label_agreement":null},{"id":"W2733659345","doi":"10.1093/geroni/igx004.131","title":"THINKING, FEELING AND MOVING IN AGING: THE ROLE OF COGNITION AND DEPRESSION IN BALANCE CONTROL","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Parkwood Institute; Lawson Health Research Institute; Western University","funders":"","keywords":"Cognition; Balance (ability); Depression (economics); Depressive symptoms; Psychology; Cognitive flexibility; Feeling; Effects of sleep deprivation on cognitive performance; Balance problems; Clinical psychology; Medicine; Psychiatry; Physical medicine and rehabilitation","score_opus":0.013577759928940508,"score_gpt":0.2940679647821926,"score_spread":0.2804902048532521,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2733659345","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9954539,0.0002373491,0.00020286716,0.002439702,0.000057559828,0.00018630935,6.7442227e-7,0.000024603816,0.0013970239],"genre_scores_gemma":[0.99959123,0.00004558944,0.00019935713,0.00011686687,0.000023303248,0.000014057806,7.498307e-7,0.000004129731,0.000004740293],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99924314,0.000067790665,0.0002573991,0.00014826428,0.00014038513,0.00014304472],"domain_scores_gemma":[0.9994321,0.0001331751,0.00023759475,0.00011873473,0.0000715092,0.0000069274743],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015563311,0.000053121967,0.0001011118,0.00027454,0.00029154596,0.00008282996,0.000175829,0.00007652357,0.0000013807501],"category_scores_gemma":[0.0011483638,0.000048943282,0.0000042939046,0.000330301,0.00019019519,0.00036605285,0.00007040081,0.00020623713,1.8352276e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004036212,0.000007264916,0.96110845,0.000006967452,0.0000012320779,0.0000015156148,0.012449341,0.000014190817,0.0037306498,0.007202595,0.0000012718825,0.01547247],"study_design_scores_gemma":[0.00083511387,0.000002596321,0.9510657,0.00047169533,0.0000018240012,6.712491e-7,0.007225991,0.0025576574,0.0018375991,0.03584374,0.000092584785,0.000064785294],"about_ca_topic_score_codex":0.0020948846,"about_ca_topic_score_gemma":0.003958215,"teacher_disagreement_score":0.028641146,"about_ca_system_score_codex":0.000032315358,"about_ca_system_score_gemma":0.000026410802,"threshold_uncertainty_score":0.3166853},"labels":[],"label_agreement":null},{"id":"W2733670003","doi":"10.1093/geroni/igx004.4739","title":"MASCULINITY IN THE REALM OF CARE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Gender Roles and Identity Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Masculinity; Feminization (sociology); Meaning (existential); Psychology; Narrative; Gender studies; Health care; Realm; Resistance (ecology); Gerontology; Social psychology; Sociology; Medicine; Political science; Psychotherapist","score_opus":0.0699899808150369,"score_gpt":0.37728626730260595,"score_spread":0.307296286487569,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2733670003","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9432568,0.000046836012,0.00001816026,0.0126551455,0.00013096785,0.000074850795,6.0846247e-7,0.0000037059388,0.043812934],"genre_scores_gemma":[0.99972063,0.000040414783,0.00003969392,0.00008410909,0.000046657293,0.0000041443564,7.734144e-7,9.715066e-7,0.00006259356],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99955004,0.000044649423,0.00014162013,0.00005210342,0.00013933251,0.00007226502],"domain_scores_gemma":[0.99965805,0.000013669009,0.000099862664,0.00012115394,0.00010488174,0.0000023740688],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00088515074,0.00002127817,0.000049403527,0.00007774376,0.00033748086,0.000055517816,0.00019960072,0.000017068727,0.0000025088689],"category_scores_gemma":[0.00036599243,0.000017666032,0.000008927541,0.00027341396,0.000042448934,0.00012495754,0.00003291497,0.000060910916,0.0000015204503],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[9.2133087e-7,0.000008545667,0.7930236,0.000013617965,0.0000015539373,8.662878e-7,0.16094372,0.00000592865,0.000015909603,0.041206613,0.00035031984,0.004428397],"study_design_scores_gemma":[0.00009460689,0.0000023855544,0.7799593,0.000021925318,7.2749583e-7,2.8291696e-8,0.21172406,0.0000026270968,0.000024165587,0.004354363,0.0037927884,0.00002299378],"about_ca_topic_score_codex":0.01457001,"about_ca_topic_score_gemma":0.03636099,"teacher_disagreement_score":0.056463853,"about_ca_system_score_codex":0.000026592455,"about_ca_system_score_gemma":0.000028605828,"threshold_uncertainty_score":0.99199206},"labels":[],"label_agreement":null},{"id":"W2733730667","doi":"10.1093/geroni/igx004.3894","title":"STEREOTYPE THREAT EFFECTS ON OLDER ADULTS’ MEMORY: A META-ANALYSIS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health and Well-being Studies","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Stereotype threat; Psychology; Meta-analysis; Stereotype (UML); Cognitive psychology; Social psychology; Developmental psychology; Medicine; Internal medicine","score_opus":0.07310788898767871,"score_gpt":0.39677782788171845,"score_spread":0.3236699388940397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2733730667","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9433422,0.0005188279,0.0006731867,0.009479553,0.0008755208,0.00043684113,0.000004183505,0.00007466159,0.044594996],"genre_scores_gemma":[0.9943856,0.0000034698737,0.00009750974,0.0036409148,0.00012909572,0.0001350832,0.000009815509,0.000013571902,0.0015849235],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99868166,0.00011388512,0.0004089588,0.00034257208,0.00016573543,0.000287201],"domain_scores_gemma":[0.99865127,0.00020989272,0.0003104012,0.0006840066,0.00012272663,0.000021733586],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00079946354,0.00014554264,0.0004872474,0.000625189,0.00029774514,0.00006124372,0.00019644169,0.00007153286,0.00030669672],"category_scores_gemma":[0.00023719732,0.00011941689,0.00012973185,0.00079729204,0.00003549094,0.00009292794,0.000043970314,0.00020722554,0.00020872348],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003286549,0.0004221997,0.6124721,0.00044131326,0.065384425,0.00021792273,0.035428952,0.000094771545,0.000059063168,0.06548389,0.014242561,0.20542414],"study_design_scores_gemma":[0.001605954,0.00007702579,0.98815817,0.000056403645,0.0064067533,0.0000014025525,0.00048010168,0.000070100374,0.00036043138,0.0012585174,0.0012399174,0.0002852231],"about_ca_topic_score_codex":0.00084881566,"about_ca_topic_score_gemma":0.00015328129,"teacher_disagreement_score":0.37568608,"about_ca_system_score_codex":0.00003735456,"about_ca_system_score_gemma":0.00001404177,"threshold_uncertainty_score":0.48696792},"labels":[],"label_agreement":null},{"id":"W2733734144","doi":"10.1093/geroni/igx004.1804","title":"REDUCING EMERGENCY ROOM VISITS AND HOSPITAL DEATHS AT END-OF-LIFE FOR LONG-TERM CARE RESIDENTS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Saskatchewan; Brock University; University of Calgary; McGill University; McMaster University","funders":"","keywords":"Audit; Medicine; Emergency department; Chart; Medical emergency; Psychological intervention; End-of-life care; Long-term care; Emergency medicine; Family medicine; Nursing; Palliative care","score_opus":0.049773899825854,"score_gpt":0.4193704186351267,"score_spread":0.3695965188092727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2733734144","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9943669,0.00055278506,0.00030984203,0.0010841362,0.0023997205,0.00050480134,0.000014555975,0.00002392791,0.0007433638],"genre_scores_gemma":[0.99865794,0.000048030215,0.00031086162,0.000031615662,0.00030941196,0.00005221779,0.00006128638,0.000017933276,0.00051071023],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99872804,0.000039324488,0.000620462,0.00022320937,0.00013669458,0.0002522898],"domain_scores_gemma":[0.9986455,0.000079367914,0.0005642925,0.00029066598,0.0003885257,0.00003164798],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037385194,0.000096617245,0.00018628355,0.0002565506,0.0008828246,0.000016750597,0.00013390303,0.00009988755,0.000061427374],"category_scores_gemma":[0.0005847922,0.000101454585,0.000024221268,0.00020395385,0.000014213315,0.00020890191,0.00012698883,0.00015088389,0.000004330879],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031132226,0.000010197459,0.9726563,0.00047054765,0.00000797676,0.0000014052541,0.0138256475,0.0000016141254,0.0005943447,0.00043315795,0.001700231,0.010267455],"study_design_scores_gemma":[0.0008235566,0.00003204707,0.99491847,0.0005348286,0.000009738502,3.085809e-7,0.0026047134,0.00001191244,0.00043900238,0.0003540594,0.0001589621,0.00011239014],"about_ca_topic_score_codex":0.00062924495,"about_ca_topic_score_gemma":0.0003589069,"teacher_disagreement_score":0.02226219,"about_ca_system_score_codex":0.00014567918,"about_ca_system_score_gemma":0.00011748985,"threshold_uncertainty_score":0.6790062},"labels":[],"label_agreement":null},{"id":"W2733746846","doi":"10.1093/geroni/igx004.2870","title":"GAMBLING AMONG CULTURAL MINORITY OLDER ADULTS: A MIXED METHODS SYSTEMATIC REVIEW","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging, Elder Care, and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Boredom; Psychology; Indigenous; Socialization; Population; Social psychology; Empirical research; Clinical psychology; Gerontology; Medicine; Environmental health","score_opus":0.09792968058048215,"score_gpt":0.49867496052485155,"score_spread":0.40074527994436937,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2733746846","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9612371,0.008338517,0.0057180556,0.0017700767,0.0025992284,0.0036255638,0.000005258547,0.0002472202,0.016459022],"genre_scores_gemma":[0.99089867,0.00042710055,0.0032333361,0.0031477956,0.0004006741,0.00052981754,0.00003136083,0.00002366894,0.0013075593],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99663985,0.0009900572,0.0014003175,0.00029889468,0.00026418307,0.00040667132],"domain_scores_gemma":[0.9968016,0.00035179406,0.0014240954,0.00058310706,0.00079673884,0.00004262671],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004465074,0.00018560271,0.00068362104,0.00020029084,0.0014130904,0.00007752781,0.00037127567,0.00016541692,0.00006953592],"category_scores_gemma":[0.005128615,0.00015795276,0.000066505156,0.00055396435,0.00007751281,0.0006078818,0.00014799491,0.00065492745,0.000042351046],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010023844,0.000056793826,0.31695816,0.53890485,0.00008442732,0.000018518731,0.1273557,7.8620474e-7,0.00010225033,0.008192358,0.0037655437,0.0045505785],"study_design_scores_gemma":[0.0015856362,0.000013170203,0.18900378,0.6841412,0.00018932852,0.000002018184,0.12164538,0.00056647457,0.00012567561,0.0016083186,0.00043279058,0.0006861797],"about_ca_topic_score_codex":0.0017972267,"about_ca_topic_score_gemma":0.00044132306,"teacher_disagreement_score":0.14523637,"about_ca_system_score_codex":0.00020254696,"about_ca_system_score_gemma":0.00007824417,"threshold_uncertainty_score":0.99988693},"labels":[],"label_agreement":null},{"id":"W2733760770","doi":"10.1093/geroni/igx004.3318","title":"FEAR OF FALLING PREDICTS INCIDENCE OF FUNCTIONAL LIMITATION TWO YEARS LATER","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal; Queen's University","funders":"","keywords":"Fear of falling; Falling (accident); Medicine; Logistic regression; Incidence (geometry); Demography; Gerontology; Physical therapy; Psychology; Injury prevention; Poison control; Medical emergency; Environmental health; Internal medicine; Mathematics","score_opus":0.04283170487492896,"score_gpt":0.3226401508540127,"score_spread":0.2798084459790837,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2733760770","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99572814,0.000024160587,0.0013742422,0.00025256845,0.000113538656,0.00014395485,0.000001766034,0.0000073732713,0.002354254],"genre_scores_gemma":[0.9983804,0.0000060653474,0.0013691315,0.00007934968,0.000024258858,0.000008989795,0.00002153189,0.0000053928097,0.00010483817],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994016,0.0000069278267,0.000292487,0.00008008819,0.00015817795,0.00006066725],"domain_scores_gemma":[0.9993972,0.000024026134,0.0002714345,0.00016276272,0.00013610223,0.0000084345575],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001847867,0.00004305284,0.000105711144,0.00018706599,0.00002775439,0.000008510719,0.000044899774,0.000022061762,0.000027315158],"category_scores_gemma":[0.000141508,0.000041079562,0.000014871611,0.00016182411,0.000038109578,0.00013984386,0.00001487861,0.000046853915,0.0000045307424],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004278588,0.000112931666,0.9776936,0.00007174167,0.000036064623,0.000003779906,0.00109754,0.00016440978,0.011009868,0.0023916415,0.000053929816,0.0073216925],"study_design_scores_gemma":[0.0015929822,0.000033411503,0.99011713,0.0007477683,0.000008511332,0.0000021240035,0.00012694208,0.0015131414,0.0020501255,0.0037289013,0.00004617521,0.000032786076],"about_ca_topic_score_codex":0.000044971843,"about_ca_topic_score_gemma":0.0000052823484,"teacher_disagreement_score":0.012423517,"about_ca_system_score_codex":0.000018425037,"about_ca_system_score_gemma":0.000029015146,"threshold_uncertainty_score":0.16751759},"labels":[],"label_agreement":null},{"id":"W2733773239","doi":"10.1093/geroni/igx004.4841","title":"THE QUEBEC ALZHEIMER’S PLAN: IMPACT ON DEMENTIA MANAGEMENT IN PRIMARY CARE CLINICS—CANADA","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Champion; Dementia; Scale (ratio); Medicine; Nursing; Quality management; Quality (philosophy); Focus group; Chart; Family medicine; Management system; Operations management; Business; Disease; Political science","score_opus":0.08512074852467881,"score_gpt":0.4516440497681351,"score_spread":0.3665233012434563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2733773239","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7978262,0.0010496329,0.000029367286,0.026557537,0.0035498324,0.0016387076,0.00003107921,0.000054670145,0.169263],"genre_scores_gemma":[0.9789065,0.00012050268,0.00010199999,0.019840237,0.00016121229,0.00013373164,0.00009738844,0.000018216206,0.0006201802],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978414,0.00016992397,0.0009486099,0.0002294386,0.00029823888,0.0005123974],"domain_scores_gemma":[0.9982712,0.0003925788,0.00054071203,0.00063247525,0.0001285042,0.000034500226],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0012397625,0.00014359689,0.00021321031,0.00023230257,0.0013646347,0.000046218047,0.00042556148,0.00008377207,0.000045969853],"category_scores_gemma":[0.000079704645,0.000106485066,0.000024961764,0.0002867202,0.000030276615,0.00017904154,0.00020588493,0.00066288584,0.00002664671],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000753419,0.00001355679,0.8509916,0.00016710245,0.00005863395,0.00002919614,0.001015595,0.000027341282,0.0000020587847,0.007594352,0.031369247,0.108655944],"study_design_scores_gemma":[0.0008775758,0.000011986842,0.90549374,0.0001972255,0.000009907129,1.3330379e-7,0.001712929,0.00001650601,0.000003390451,0.00032396792,0.09124549,0.00010713946],"about_ca_topic_score_codex":0.4169341,"about_ca_topic_score_gemma":0.82995254,"teacher_disagreement_score":0.4130184,"about_ca_system_score_codex":0.0022988329,"about_ca_system_score_gemma":0.0024628423,"threshold_uncertainty_score":0.99993545},"labels":[],"label_agreement":null},{"id":"W2733787000","doi":"10.1093/geroni/igx004.1675","title":"BRAIN GAMING EFFECTS ON MILD COGNITIVE IMPAIRMENT: A SYSTEMATIC REVIEW","year":2017,"lang":"en","type":"review","venue":"Innovation in Aging","topic":"Cognitive Functions and Memory","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"PsycINFO; CINAHL; Cochrane Library; MEDLINE; Dementia; Cognition; Medicine; Psychological intervention; Data extraction; Systematic review; Clinical psychology; Meta-analysis; Psychiatry; Internal medicine; Disease","score_opus":0.10843074680080067,"score_gpt":0.438673505241822,"score_spread":0.33024275844102136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2733787000","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00000822104,0.9785648,0.00021904682,0.00012827024,0.0014743881,0.0055876435,0.000028664985,0.00007182725,0.01391713],"genre_scores_gemma":[0.000095496245,0.9878408,0.000010816127,0.0028275857,0.00032022496,0.004004978,0.00029284364,0.0000806083,0.004526648],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99635464,0.0008543053,0.0015552917,0.0006198425,0.00024489444,0.0003710196],"domain_scores_gemma":[0.9953518,0.0020124232,0.0016828731,0.00065066194,0.00026748612,0.000034767792],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002382201,0.00047620456,0.0022581576,0.001419746,0.00017808429,0.00007340469,0.00026529594,0.00022504054,0.00016360756],"category_scores_gemma":[0.0025764315,0.000407833,0.00026096328,0.0014186921,0.000042982036,0.00010023891,0.00006998166,0.0007467569,0.0009561484],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002985427,0.000052927968,0.0000027690446,0.5936396,0.0001573262,0.00006064499,0.00015566821,4.9056235e-9,4.2762284e-8,0.0009900869,0.0012382899,0.4036996],"study_design_scores_gemma":[0.0004429863,0.000063774176,0.000033988435,0.84160405,0.0007973761,0.00005293733,0.00008191137,3.356813e-7,3.706942e-7,0.000047472917,0.15654546,0.0003293201],"about_ca_topic_score_codex":0.000015772546,"about_ca_topic_score_gemma":0.0000033604094,"teacher_disagreement_score":0.4033703,"about_ca_system_score_codex":0.00024070259,"about_ca_system_score_gemma":0.00012904311,"threshold_uncertainty_score":0.99983734},"labels":[],"label_agreement":null},{"id":"W2733804174","doi":"10.1093/geroni/igx004.4082","title":"ASSOCIATION BETWEEN ED-INDUCED DELIRIUM AND COGNITIVE AND FUNCTIONAL DECLINE IN SENIORS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre intégré de santé et de services sociaux de Chaudière-Appalaches; Université de Montréal; Université Laval; Centre intégré universitaire de santé et de services sociaux de la Mauricie-et-du-Centre-du-Québec; Université du Québec; Quebec Rehabilitation Research Network; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Centre de Santé et de Services Sociaux de la Vieille-Capitale","funders":"","keywords":"Delirium; Medicine; Cognitive decline; Prospective cohort study; Emergency department; Cognition; Gerontology; Pediatrics; Emergency medicine; Dementia; Internal medicine; Psychiatry","score_opus":0.0330253559555942,"score_gpt":0.32362848964778995,"score_spread":0.29060313369219576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2733804174","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.982929,0.000024975177,0.0005583241,0.014413142,0.00013179159,0.00023837142,0.000007915095,0.000015796553,0.0016807077],"genre_scores_gemma":[0.9904344,0.000008976962,0.000070973794,0.009132114,0.00012131969,0.000013971611,0.00010750701,0.000011697485,0.00009904978],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99912816,0.000033824646,0.00030704556,0.00020009035,0.0001787999,0.00015209084],"domain_scores_gemma":[0.994823,0.00025275312,0.0002283442,0.00007254231,0.0046009966,0.000022402533],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0005692733,0.00009553046,0.00017722702,0.0004972513,0.00011013887,0.000049875576,0.000022154294,0.00009627461,0.000013134425],"category_scores_gemma":[0.016227856,0.000104771294,0.000011131685,0.00027013777,0.000047852973,0.0002082962,0.00005774255,0.00028447027,0.00000397602],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004666288,0.0000141641995,0.9846866,0.000018840106,0.000037167476,0.000009980607,0.00032916956,2.3278483e-7,0.0027906082,0.00015332628,0.00026262127,0.011650615],"study_design_scores_gemma":[0.0026738066,0.000036883896,0.99173397,0.0003002306,0.000036900503,0.000005138804,0.0024986258,0.00013456898,0.0018858893,0.00048841,0.00010355815,0.00010200829],"about_ca_topic_score_codex":0.00017212791,"about_ca_topic_score_gemma":0.00012562844,"teacher_disagreement_score":0.015658583,"about_ca_system_score_codex":0.000109996494,"about_ca_system_score_gemma":0.000055101387,"threshold_uncertainty_score":0.9920589},"labels":[],"label_agreement":null},{"id":"W2733814636","doi":"10.1093/geroni/igx004.2683","title":"REPRODUCTIVE AND PARENTAL CORRELATES OF CARDIOMETABOLIC RISK IN GLOBAL POPULATIONS OF OLDER ADULTS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Healthcare Systems and Public Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Childbirth; Disease; Demography; Gerontology; Cohort; Pregnancy; Medicine; Psychology; Biology","score_opus":0.038134254195238235,"score_gpt":0.3769045417158486,"score_spread":0.33877028752061034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2733814636","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9971387,0.00023858245,0.000076477365,0.0010428714,0.00026325803,0.00034466572,0.000027360196,0.0000065235135,0.0008615649],"genre_scores_gemma":[0.9995606,0.000027847607,0.0002707782,0.000023382476,0.000074259326,0.000009200734,0.000018222589,0.000004322772,0.000011366963],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99886274,0.000060230897,0.0006505405,0.0001733745,0.00013664152,0.00011649708],"domain_scores_gemma":[0.9989252,0.00001774272,0.0004714824,0.00028794826,0.00027113032,0.000026476911],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010762021,0.000056701167,0.00027610693,0.00031168907,0.000052377636,0.0000069863954,0.000037626967,0.00005575632,0.0000033756892],"category_scores_gemma":[0.0010528258,0.000053983687,0.000013678651,0.00068419176,0.000051625713,0.00012927676,0.000025198653,0.0001319707,3.2294432e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020924766,0.00003077334,0.9517894,0.00019070115,0.000006402528,0.0000014952279,0.002018162,0.0000059940535,0.000018850078,0.004311585,0.000012892323,0.041592866],"study_design_scores_gemma":[0.0009697554,0.000022477148,0.9965058,0.0005885511,0.0000041155718,0.000010105296,0.0011311895,0.00022193752,0.0000368081,0.00041664837,0.000055453907,0.000037138638],"about_ca_topic_score_codex":0.028301926,"about_ca_topic_score_gemma":0.0007335342,"teacher_disagreement_score":0.044716466,"about_ca_system_score_codex":0.00006874612,"about_ca_system_score_gemma":0.00016238556,"threshold_uncertainty_score":0.97816867},"labels":[],"label_agreement":null},{"id":"W2733817732","doi":"10.1093/geroni/igx004.3964","title":"LONG-TERM SERVICES AND SUPPORTS POLICY IN THE UNITED STATES AND CANADA: COMPARATIVE POLICY LESSONS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Healthcare innovation and challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Session (web analytics); Politics; Political science; Term (time); Public administration; Economic growth; Business; Economics","score_opus":0.11141805027986647,"score_gpt":0.44265468526367296,"score_spread":0.3312366349838065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2733817732","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75288475,0.000028614635,0.00000388178,0.24525206,0.000037132697,0.00011474463,0.0000056610193,0.000008239534,0.0016649133],"genre_scores_gemma":[0.994663,0.00030224444,0.0000105491345,0.004782304,0.00013666354,0.000011402235,0.000032126038,0.000003524942,0.000058170805],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99903077,0.00013478643,0.00027427808,0.00013620891,0.00020271687,0.0002212606],"domain_scores_gemma":[0.9993614,0.00011188999,0.00019617763,0.00013263275,0.00016937923,0.000028534954],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00094652106,0.00007358487,0.000106550666,0.00052051386,0.0006513942,0.00022153895,0.00017964361,0.000044693803,0.0000043298583],"category_scores_gemma":[0.00013764517,0.00006402147,0.0000030871904,0.000987773,0.00017601716,0.00025858308,0.00004148825,0.00015898497,2.8982828e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002438712,0.000011052027,0.60211676,0.00003981403,0.0000030981857,0.000008978829,0.06854052,0.0000023306834,0.000008554437,0.3242394,0.000093198076,0.0049338695],"study_design_scores_gemma":[0.0001856281,0.0000046549544,0.94705546,0.000075071184,6.096129e-7,0.0000014639578,0.03993833,0.000050337352,0.000011851094,0.002850982,0.00974888,0.00007674261],"about_ca_topic_score_codex":0.9306489,"about_ca_topic_score_gemma":0.9874632,"teacher_disagreement_score":0.3449387,"about_ca_system_score_codex":0.00016210409,"about_ca_system_score_gemma":0.00073697243,"threshold_uncertainty_score":0.5010063},"labels":[],"label_agreement":null},{"id":"W2733834858","doi":"10.1093/geroni/igx004.690","title":"PLANNING HEALTH SERVICES FOR SENIORS: CAN WE USE PATIENTS’ OWN PERCEPTION?","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Logistic regression; Feeling; Medicine; Confidence interval; Odds ratio; Rehabilitation; Health care; Perception; Odds; Gerontology; Cross-sectional study; Family medicine; Demography; Psychology; Physical therapy; Social psychology","score_opus":0.06810549325760104,"score_gpt":0.4069632437263372,"score_spread":0.3388577504687361,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2733834858","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9536449,0.000014501106,0.0002463118,0.044360455,0.0006656559,0.00037994233,0.000019705334,0.000043372456,0.0006251953],"genre_scores_gemma":[0.9914394,0.000031265252,0.00092641695,0.0068771257,0.00025607267,0.000031978227,0.000037440983,0.000008691345,0.00039159312],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988711,0.000053853124,0.00036694668,0.00015422904,0.0001925759,0.00036129865],"domain_scores_gemma":[0.9991647,0.00010780858,0.0003291889,0.00015585737,0.00019205845,0.000050404436],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009063186,0.000068451765,0.00012498932,0.00016592842,0.0017398507,0.00037280784,0.00018547066,0.00005119869,0.000021543541],"category_scores_gemma":[0.0002420287,0.00007073477,0.000017390432,0.00021098375,0.00005051574,0.00063188805,0.000030480682,0.00009209851,0.0000025834195],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000033717122,0.000011864784,0.9344555,0.00014211143,0.0000015905085,2.096951e-7,0.041261323,0.000010659576,9.317518e-7,0.010819343,0.00048620396,0.012806858],"study_design_scores_gemma":[0.00033702876,0.000009087464,0.9115175,0.00034637566,8.0364543e-7,4.0400977e-8,0.01776772,0.0001405028,0.0000011804904,0.0011029472,0.06869161,0.000085198364],"about_ca_topic_score_codex":0.03532239,"about_ca_topic_score_gemma":0.010273893,"teacher_disagreement_score":0.06820541,"about_ca_system_score_codex":0.00024493606,"about_ca_system_score_gemma":0.00020343775,"threshold_uncertainty_score":0.99955976},"labels":[],"label_agreement":null},{"id":"W2733836741","doi":"10.1093/geroni/igx004.706","title":"FINANCIAL LITERACY AND THE ECONOMIC EXPERIENCES OF OLDER ABORIGINAL ADULTS IN CANADA","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Financial literacy; Indigenous; Context (archaeology); Political science; Literacy; Population; Economic growth; Public relations; Business; Finance; Sociology; Geography; Economics; Demography","score_opus":0.006571024074989611,"score_gpt":0.24712374272021811,"score_spread":0.2405527186452285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2733836741","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99822617,0.000031467254,0.000008039638,0.0006108049,0.00028622028,0.000117894844,6.7786743e-7,0.0000037493407,0.00071500236],"genre_scores_gemma":[0.99914694,0.0000066883463,0.000039258884,0.00047390527,0.0002714533,0.000024313362,0.0000070087794,0.000004683218,0.000025740987],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99910915,0.0000071810628,0.00046474952,0.00016275296,0.00012414677,0.0001319916],"domain_scores_gemma":[0.99919057,0.00003247221,0.00048576444,0.00018796096,0.0001013101,0.0000019209676],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044617534,0.000084635656,0.00016740209,0.00037347464,0.00015269702,0.00019252239,0.00021187571,0.000018060025,0.000050709303],"category_scores_gemma":[0.0002160577,0.00006955497,0.000013845882,0.00044910953,0.00008249997,0.0011367867,0.000067568166,0.000076631855,0.0000022100471],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040918618,0.000004851419,0.93545586,0.000035144207,8.836848e-7,0.000003546178,0.0025044777,0.000045830904,0.000006002542,0.058636278,0.000093778486,0.0031724363],"study_design_scores_gemma":[0.0011775242,9.971138e-7,0.9807208,0.000207346,0.000003659531,2.2746035e-7,0.0009512548,0.01230943,0.000042947046,0.0019836791,0.0024948786,0.00010721214],"about_ca_topic_score_codex":0.8027862,"about_ca_topic_score_gemma":0.6053113,"teacher_disagreement_score":0.19747494,"about_ca_system_score_codex":0.00012608398,"about_ca_system_score_gemma":0.0003009626,"threshold_uncertainty_score":0.40189078},"labels":[],"label_agreement":null},{"id":"W2733883041","doi":"10.1093/geroni/igx004.1973","title":"REACH LIFESTYLE INTERVENTION: FEASIBILITY OF DELIVERING AN INSTRUCTOR TRAINING COURSE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Physical Activity and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; University of Waterloo","funders":"","keywords":"Session (web analytics); Formative assessment; Curriculum; Medical education; Psychology; Presentation (obstetrics); Intervention (counseling); Medicine; Pedagogy; Computer science","score_opus":0.1681425358569558,"score_gpt":0.43329288829158014,"score_spread":0.26515035243462437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2733883041","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99710345,0.0000056924077,0.0005470047,0.00061574025,0.00011241475,0.00012334884,0.000002610512,0.0000225368,0.0014672126],"genre_scores_gemma":[0.9987485,0.0000014120546,0.0009987592,0.00007724293,0.00013360374,0.000004092692,0.000012469,0.000006214935,0.000017705202],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99923944,0.000027180042,0.00034404412,0.00014552477,0.00012953224,0.00011429012],"domain_scores_gemma":[0.9992339,0.000021741364,0.0002685258,0.000295633,0.00014838441,0.00003181009],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061062584,0.0000568687,0.00019607107,0.00010491066,0.00010469082,0.000019353005,0.00008169654,0.00003699274,0.000018767912],"category_scores_gemma":[0.00027478547,0.000058937814,0.000024718514,0.00017992423,0.00006962068,0.00043799664,0.00003328219,0.00019937864,0.0000012370051],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000108127715,0.0008007346,0.824277,0.00035681107,0.000016453812,0.000008797777,0.0047426443,0.0000087618,0.021847365,0.011390453,0.000006896732,0.13643599],"study_design_scores_gemma":[0.0011329366,0.00013771871,0.9917558,0.00045324353,0.000007103802,0.0000062589297,0.00066124427,0.0011507228,0.002787703,0.0018104925,0.00003897045,0.000057829235],"about_ca_topic_score_codex":0.0003983212,"about_ca_topic_score_gemma":0.00010969575,"teacher_disagreement_score":0.16747881,"about_ca_system_score_codex":0.000071253744,"about_ca_system_score_gemma":0.00008163806,"threshold_uncertainty_score":0.24034142},"labels":[],"label_agreement":null},{"id":"W2733932237","doi":"10.1093/geroni/igx004.269","title":"THE IMPACTS OF LESBIAN, GAY, BISEXUAL AND TRANS (LGBT) LIFE COURSES AND IDENTITIES IN LATER LIFE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Lesbian; Transgender; Gender studies; Narrative; Identity (music); Sociology; Sexual identity; Human sexuality; Sexual orientation; Psychology; Aesthetics; Art","score_opus":0.04650827200294135,"score_gpt":0.3587408736751304,"score_spread":0.3122326016721891,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2733932237","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99337465,0.00018483214,0.000081780076,0.0041175666,0.00021471397,0.000060881503,0.000003232232,0.000004184657,0.0019581884],"genre_scores_gemma":[0.9992247,0.00023263061,0.000020808371,0.00019337662,0.0000734184,0.0000038941066,0.0000016822898,0.0000034945783,0.0002459498],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99941236,0.000038400085,0.00021842928,0.00007749936,0.00014172049,0.000111611786],"domain_scores_gemma":[0.9996237,0.0000744487,0.00011479824,0.000066037835,0.000103043276,0.000017936269],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008450978,0.000043020005,0.00006943282,0.00011667943,0.00043266502,0.00026233992,0.00009582754,0.000032277425,0.0000042599804],"category_scores_gemma":[0.0004592195,0.00003694425,0.0000066942157,0.00012504667,0.00021854784,0.0003035466,0.000025007572,0.000065397224,1.6522829e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007874857,0.000010089952,0.7725519,0.00002101661,0.000009484745,0.0000019994118,0.028342536,0.000049608774,0.0018108612,0.19456655,0.00021058839,0.0024174945],"study_design_scores_gemma":[0.00038782076,0.000013726981,0.9637815,0.00016027229,0.0000033702972,6.357673e-7,0.024132142,0.0017423353,0.00017974683,0.008181163,0.0012926073,0.00012472708],"about_ca_topic_score_codex":0.0016183675,"about_ca_topic_score_gemma":0.015157563,"teacher_disagreement_score":0.19122955,"about_ca_system_score_codex":0.000021959044,"about_ca_system_score_gemma":0.000091359776,"threshold_uncertainty_score":0.8458276},"labels":[],"label_agreement":null},{"id":"W2733965328","doi":"10.1093/geroni/igx004.1637","title":"VITAMIN D INSUFFICIENCY AND MUSCULAR FATIGABILITY AMONG OLDER WOMEN","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Vitamin D Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Vitamin D and neurology; Isometric exercise; vitamin D deficiency; Internal medicine; Confounding; Creatinine; Body mass index; Cohort; Physical therapy; Endocrinology; Physiology","score_opus":0.026777812401311392,"score_gpt":0.33591282009020074,"score_spread":0.30913500768888935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2733965328","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9949401,0.00003694713,0.00027276517,0.0017783182,0.0000688592,0.00029459177,9.475583e-7,0.000028676004,0.0025788215],"genre_scores_gemma":[0.99914604,0.000015561196,0.00031258163,0.00011478526,0.000047015175,0.00006984539,0.000002805063,0.000008630085,0.0002827481],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99891806,0.00002701086,0.0002912618,0.00024056355,0.00026292395,0.00026017427],"domain_scores_gemma":[0.9991766,0.000046110996,0.000114530165,0.0004055819,0.00021879091,0.00003837329],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011696698,0.0000892318,0.00017863316,0.0003143047,0.00027242454,0.000070553964,0.00010076393,0.00004386264,0.000027846192],"category_scores_gemma":[0.0022453244,0.00007712099,0.000011938314,0.00038620472,0.00034173246,0.00024647993,0.00017098417,0.00021858585,0.0000033790325],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000034063428,0.00009623872,0.98167783,0.00014748165,0.000012715868,0.000018417457,0.003454781,0.0000013727092,0.0026954988,0.000415101,0.00006447597,0.011412686],"study_design_scores_gemma":[0.0009268234,0.000047519326,0.99587506,0.00016865396,0.0000025238926,0.000002533316,0.0013966678,0.0003025506,0.00069763523,0.000322123,0.00018214906,0.00007576403],"about_ca_topic_score_codex":0.0000790089,"about_ca_topic_score_gemma":0.0000142452,"teacher_disagreement_score":0.014197231,"about_ca_system_score_codex":0.00014900664,"about_ca_system_score_gemma":0.000042942767,"threshold_uncertainty_score":0.31449026},"labels":[],"label_agreement":null},{"id":"W2733999651","doi":"10.1093/geroni/igx004.452","title":"ANTITHROMBOTIC AGENTS INTAKE PRIOR TO INJURY DOES NOT AFFECT OUTCOME AFTER A TBI IN ELDERLY PATIENTS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital; McGill University Health Centre; Centre for Interdisciplinary Research in Rehabilitation","funders":"","keywords":"Medicine; Polytrauma; Glasgow Coma Scale; Traumatic brain injury; Antithrombotic; Injury Severity Score; Glasgow Outcome Scale; Internal medicine; Population; Anesthesia; Poison control; Surgery; Emergency medicine; Injury prevention","score_opus":0.03931572461354704,"score_gpt":0.34003060336597507,"score_spread":0.300714878752428,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2733999651","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99631655,0.0000060838643,0.00008463483,0.0017684884,0.0006741142,0.0006942091,0.000008123632,0.000035398272,0.00041237296],"genre_scores_gemma":[0.99670255,0.0000018562014,0.0005985399,0.0023472721,0.00006773986,0.00008845021,0.000011208815,0.000021297845,0.00016110763],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983478,0.000048953596,0.00067832024,0.00034660648,0.00031679936,0.00026150464],"domain_scores_gemma":[0.9990563,0.000046241636,0.0002213249,0.0005325973,0.000102021666,0.000041524785],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057452987,0.00016660475,0.0003306146,0.0005452032,0.00010389882,0.00009620673,0.00018444819,0.00006841562,0.00005741362],"category_scores_gemma":[0.00092434685,0.00013354652,0.000047090736,0.0004981287,0.000053992542,0.0003175201,0.000082588194,0.0002602376,0.000040180166],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014102661,0.00015429892,0.9691813,0.00017838659,0.000014277515,0.000030552805,0.0009672485,0.0000017429068,0.0011898411,0.00013955003,0.000054399454,0.027947353],"study_design_scores_gemma":[0.0016165728,0.00014173705,0.99320555,0.0005213522,0.000013080128,0.0000015774176,0.00006636016,0.00002597781,0.0038467117,0.000105964944,0.000299696,0.0001554432],"about_ca_topic_score_codex":0.000083018465,"about_ca_topic_score_gemma":0.00013193133,"teacher_disagreement_score":0.02779191,"about_ca_system_score_codex":0.00009158945,"about_ca_system_score_gemma":0.000029688163,"threshold_uncertainty_score":0.5445869},"labels":[],"label_agreement":null},{"id":"W2734035691","doi":"10.1093/geroni/igx004.1773","title":"MISTREATMENT ACROSS THE LIFE COURSE AS A MAJOR PREDICTOR OF ELDER ABUSE: A CANADIAN NATIONAL STUDY","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Elder abuse; Respondent; Life course approach; Descriptive statistics; Medicine; Feeling; Psychology; Logistic regression; Beck Hopelessness Scale; Depression (economics); Clinical psychology; Gerontology; Psychiatry; Demography; Suicide prevention; Poison control; Environmental health; Developmental psychology; Social psychology","score_opus":0.036774497432032385,"score_gpt":0.3810865029083754,"score_spread":0.34431200547634305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2734035691","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9842646,0.00005909275,0.0000045895704,0.0034649621,0.00016391408,0.0003321556,0.000010378757,0.000011495386,0.011688797],"genre_scores_gemma":[0.9989798,0.000012442733,0.00001751684,0.00039065405,0.000119576056,0.000047387948,0.0000032947917,0.0000047931712,0.000424536],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990641,0.000057687375,0.00022825942,0.000118797536,0.00033754046,0.00019362522],"domain_scores_gemma":[0.9992533,0.000055001292,0.00017160994,0.00017729582,0.00030206636,0.000040760824],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00087385305,0.000057398996,0.00007524513,0.000084177576,0.0009373106,0.00010830684,0.000282997,0.00003736165,0.000092731694],"category_scores_gemma":[0.0004272828,0.000047594982,0.00001434507,0.00036953777,0.00014034672,0.00017139377,0.000016779259,0.00008557627,0.000008333301],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008928545,0.0001677839,0.79818016,0.000003988765,0.00007336559,0.000009552013,0.18940437,0.0000066965167,0.000045111676,0.009350788,0.0009391307,0.0018101161],"study_design_scores_gemma":[0.0011778271,0.000058989324,0.9498799,0.00012683675,0.000022535907,8.071857e-7,0.038289227,0.000026623891,0.00023656436,0.0030447517,0.0069964887,0.00013943583],"about_ca_topic_score_codex":0.30031183,"about_ca_topic_score_gemma":0.64419144,"teacher_disagreement_score":0.34387958,"about_ca_system_score_codex":0.00011317606,"about_ca_system_score_gemma":0.0009367522,"threshold_uncertainty_score":0.720913},"labels":[],"label_agreement":null},{"id":"W2734038944","doi":"10.1093/geroni/igx004.891","title":"A SYSTEMATIC REVIEW OF CHANGE POINT STUDIES ON COGNITIVE AND NEUROLOGIC OUTCOMES PRECEDING DEMENTIA","year":2017,"lang":"en","type":"review","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Dementia; Cognitive decline; Hyperintensity; Cognition; Cohort; Neuroimaging; Cognitive reserve; Medicine; Psychology; Pediatrics; Audiology; Disease; Gerontology; Psychiatry; Internal medicine; Magnetic resonance imaging","score_opus":0.342464420954644,"score_gpt":0.5030144131963254,"score_spread":0.16054999224168143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2734038944","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00030926135,0.9932166,0.000009195295,0.00029449665,0.00012732351,0.0051596444,0.000008970452,0.000017778468,0.0008567757],"genre_scores_gemma":[0.0028058118,0.99448943,0.00002135361,0.0010288298,0.000039435607,0.0014289201,0.00005867814,0.000022600512,0.00010493895],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9972666,0.00028151966,0.0014862076,0.00034118962,0.00040903324,0.00021543725],"domain_scores_gemma":[0.9972136,0.0005169512,0.0014179635,0.00024302144,0.00058232294,0.000026141675],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026098874,0.0002872703,0.0025220064,0.0008328595,0.00011520049,0.00004893069,0.0001081273,0.00007534765,0.000016375028],"category_scores_gemma":[0.0057915747,0.00019345898,0.00013095376,0.0006189871,0.0000915389,0.000111731024,0.00015935226,0.00035248356,0.000009275801],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000045768347,0.000053168806,0.0021103122,0.9142133,0.00062334025,0.00003338047,0.00012017415,8.7447144e-10,2.1707365e-7,0.00011381152,0.000013589021,0.08271412],"study_design_scores_gemma":[0.0004436261,0.00021614041,0.00090620446,0.99443495,0.0027325815,0.000028683367,0.00017611426,0.0000013550768,0.000003101336,0.00003824241,0.0008786414,0.0001403805],"about_ca_topic_score_codex":0.0000039482243,"about_ca_topic_score_gemma":0.0000010796101,"teacher_disagreement_score":0.08257374,"about_ca_system_score_codex":0.00006283874,"about_ca_system_score_gemma":0.00007377652,"threshold_uncertainty_score":0.7889028},"labels":[],"label_agreement":null},{"id":"W2734040238","doi":"10.1093/geroni/igx004.2499","title":"BREAST CANCER SURVIVORS AGE 60–86 FROM 6 COUNTRIES PADDLE DRAGONBOATS TO RECOVERY","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Cancer survivorship and care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Lymphedema; Medicine; Breast cancer; Paddle; Cancer; Myokine; Physical therapy; Internal medicine","score_opus":0.02783880015439444,"score_gpt":0.3131883784933744,"score_spread":0.28534957833897995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2734040238","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9822008,0.0001203859,0.0005142837,0.008420739,0.001973411,0.0002254616,0.00020097138,0.000053190517,0.006290739],"genre_scores_gemma":[0.99403715,0.000040217164,0.000114106195,0.0032275268,0.00058837223,0.00006382363,0.000085595086,0.000024662582,0.0018185491],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987769,0.000022137621,0.00036376095,0.00030162683,0.0002948734,0.00024070978],"domain_scores_gemma":[0.9989211,0.00005674194,0.00018445375,0.00049037184,0.0002945432,0.000052764848],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034113674,0.00014229357,0.00025280387,0.00029650689,0.00018001387,0.00017004866,0.00016644009,0.00008030557,0.00043117057],"category_scores_gemma":[0.00011275265,0.00014459131,0.000032591084,0.00048742795,0.000055736644,0.00029731097,0.00007872262,0.00019535127,0.00004613515],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004094215,0.000055788696,0.9170421,0.0001222406,0.00007023833,0.00024327135,0.0065608397,0.00007635541,0.0046905684,0.0011138963,0.004321723,0.06529356],"study_design_scores_gemma":[0.00078822154,0.000023617698,0.9619452,0.00072299567,0.000019095067,0.000007654998,0.0009506593,0.00004320325,0.0018989026,0.00064650184,0.032709222,0.0002447258],"about_ca_topic_score_codex":0.08265067,"about_ca_topic_score_gemma":0.07108233,"teacher_disagreement_score":0.06504883,"about_ca_system_score_codex":0.0002560469,"about_ca_system_score_gemma":0.00014582225,"threshold_uncertainty_score":0.945868},"labels":[],"label_agreement":null},{"id":"W2734041150","doi":"10.1093/geroni/igx004.2336","title":"PRAGMATIC COMPARATIVE EFFECTIVENESS TRIALS: INTERPLAY BETWEEN DESIGN AND ETHICS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Generalizability theory; Comparative effectiveness research; Research design; Cluster randomised controlled trial; Randomized controlled trial; Randomization; External validity; Medicine; Clinical study design; Informed consent; Clinical trial; Psychology; Management science; Alternative medicine; Nursing; Social psychology; Engineering; Statistics; Mathematics; Surgery","score_opus":0.731180663598226,"score_gpt":0.5829452503794839,"score_spread":0.14823541321874212,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2734041150","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6257563,0.00026245322,0.35284102,0.017477239,0.00051605515,0.0012328215,0.000042675667,0.00003457397,0.0018368537],"genre_scores_gemma":[0.9913914,0.000013532652,0.0069880965,0.0012182647,0.00018069378,0.0001317599,0.000019003564,0.000014580695,0.000042627795],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9934128,0.0019421119,0.003971892,0.00038250876,0.00007336606,0.0002173039],"domain_scores_gemma":[0.98372453,0.011507607,0.0041864384,0.0004134491,0.00012743153,0.000040564108],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.118557855,0.00014275579,0.0011639531,0.00059809024,0.00041839416,0.00029925792,0.00024046777,0.00015196159,0.00003557398],"category_scores_gemma":[0.034341816,0.00017510417,0.000031241132,0.00022633576,0.00010915166,0.00078747276,0.00007030504,0.00041610058,0.00013798577],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003229226,0.00004581621,0.58939534,0.0008487225,0.00012367869,0.000001234851,0.022687368,0.0006228947,0.00003850367,0.38408825,0.0009996488,0.0011162309],"study_design_scores_gemma":[0.0026046028,0.00007179114,0.7917692,0.0011812694,0.00001071787,0.0000027753183,0.0016825657,0.016744709,0.00020204962,0.18102552,0.00420628,0.0004985085],"about_ca_topic_score_codex":0.00036150342,"about_ca_topic_score_gemma":0.000030906027,"teacher_disagreement_score":0.36563513,"about_ca_system_score_codex":0.00030216775,"about_ca_system_score_gemma":0.000109870096,"threshold_uncertainty_score":0.9737923},"labels":[],"label_agreement":null},{"id":"W2734042008","doi":"10.1093/geroni/igx004.4623","title":"GOAL ATTAINMENT SCALING: MEASURING CHANGE IN APS ELDER ABUSE INTERVENTION","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Goal Attainment Scaling; Intervention (counseling); Psychology; Presentation (obstetrics); Scale (ratio); Applied psychology; Medicine; Psychiatry","score_opus":0.10693572113509156,"score_gpt":0.38637801255134396,"score_spread":0.27944229141625243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2734042008","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9922852,0.000092972594,0.00035537593,0.0012292173,0.00037394403,0.00021854763,2.7936434e-7,0.000034885084,0.005409587],"genre_scores_gemma":[0.9992294,0.000098207754,0.000116116666,0.00018842885,0.00020796215,0.00005379636,0.0000023957807,0.000007726279,0.00009600355],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99895155,0.00008731107,0.00032547105,0.00017349161,0.00022690212,0.0002352561],"domain_scores_gemma":[0.99952537,0.000023329805,0.00018503696,0.00017184463,0.00007640278,0.000018035289],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015144214,0.00006907252,0.000093567985,0.0003567775,0.00034961262,0.00013697735,0.00022591735,0.000061979685,0.000056419165],"category_scores_gemma":[0.0001918531,0.00007932817,0.00002340018,0.0004622251,0.00005935781,0.0006413414,0.000040683164,0.00015552936,0.000012276761],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011448633,0.000097324955,0.76863295,0.00002555794,0.000006035048,0.000014461714,0.10203571,0.0000064276146,0.0006824859,0.009161998,0.00003263121,0.11929297],"study_design_scores_gemma":[0.0017823685,0.000029564224,0.9671551,0.002792659,0.000006941444,9.293552e-7,0.0075621014,0.0003561779,0.0053571328,0.0072681913,0.007265633,0.00042320706],"about_ca_topic_score_codex":0.0066306368,"about_ca_topic_score_gemma":0.012291802,"teacher_disagreement_score":0.19852214,"about_ca_system_score_codex":0.00019020856,"about_ca_system_score_gemma":0.00002286156,"threshold_uncertainty_score":0.9999843},"labels":[],"label_agreement":null},{"id":"W2734051089","doi":"10.1093/geroni/igx004.2404","title":"THE IMPACT OF RELIGIOUS ACTIVITY ON LIFE AND ACTIVE LIFE EXPECTANCY IN THE EUROPEAN UNION","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Saint Vincent University","funders":"","keywords":"Life expectancy; Activities of daily living; Expectancy theory; Gerontology; European union; Psychology; Demography; Medicine; Social psychology; Sociology; Economics; Population; Psychiatry","score_opus":0.053331474748191325,"score_gpt":0.39844779176759676,"score_spread":0.3451163170194054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2734051089","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95603037,0.00003526454,0.000015712549,0.017284187,0.00010597095,0.0001369561,0.000001214527,0.0000064130168,0.02638392],"genre_scores_gemma":[0.99928415,0.0001626748,0.000003652479,0.00041775784,0.00010354398,0.0000047144426,3.7695983e-7,0.0000036765855,0.000019443876],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988443,0.0005696373,0.0001843398,0.00008271171,0.00015504772,0.00016392667],"domain_scores_gemma":[0.99914205,0.00038384993,0.00022688828,0.00017260473,0.000053024934,0.000021591666],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003150976,0.000047745005,0.000077695455,0.000077799246,0.0006694523,0.00011902192,0.00020033965,0.000023333592,0.0000018841218],"category_scores_gemma":[0.0023780514,0.000029097988,0.000014326802,0.00027792377,0.0001227521,0.00018745827,0.00002945316,0.00015816899,9.144922e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003494705,0.000054179658,0.8144015,0.000017494318,0.00000797245,0.000003424133,0.06955343,0.000026071564,0.000045345314,0.03984028,0.0010309422,0.07498439],"study_design_scores_gemma":[0.00016258981,0.000013870025,0.9903388,0.000047457925,4.0014703e-7,7.4238784e-8,0.007547589,0.000021616706,0.0000131690595,0.0012950883,0.00052477623,0.000034547527],"about_ca_topic_score_codex":0.01668634,"about_ca_topic_score_gemma":0.0025442108,"teacher_disagreement_score":0.1759373,"about_ca_system_score_codex":0.00007756126,"about_ca_system_score_gemma":0.00014825484,"threshold_uncertainty_score":0.9898616},"labels":[],"label_agreement":null},{"id":"W2734096820","doi":"10.1093/geroni/igx004.4638","title":"COMPETENCIES INCLUDED IN GERONTOLOGY JOB POSTINGS: AN INTERNATIONAL COMPARISON","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geotourism and Geoheritage Conservation","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Huntington University","funders":"","keywords":"Gerontology; Work (physics); Job market; Psychology; Medical education; Medicine; Engineering","score_opus":0.0770158294178038,"score_gpt":0.32279796190345855,"score_spread":0.24578213248565475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2734096820","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98655134,0.000020509371,0.00015420243,0.0020653042,0.0005598903,0.00008639023,0.000006334704,0.000023580607,0.010532417],"genre_scores_gemma":[0.99780345,0.0000030028664,0.00149597,0.00038590748,0.00008358453,0.000001767432,0.00016301525,0.0000018765746,0.000061413324],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990274,0.00004615637,0.00042366164,0.00018590022,0.00014552067,0.00017139745],"domain_scores_gemma":[0.99937,0.00005674418,0.00024864345,0.00020108726,0.00010648107,0.000017069631],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000637317,0.00007803639,0.00012616852,0.0003265662,0.00018354371,0.00017334783,0.0003811456,0.000052863375,0.0003203191],"category_scores_gemma":[0.00033660026,0.00008155364,0.000008403676,0.00022139779,0.00006307661,0.0010109529,0.000027533397,0.00015380699,0.000025992038],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001191081,0.000011395873,0.97865915,0.000004197537,0.0000014836164,0.000010299919,0.0010019931,0.0007870792,0.00013645673,0.0005700289,0.000035547335,0.018770482],"study_design_scores_gemma":[0.00034411752,0.000018321067,0.96026284,0.000029243402,6.715309e-7,0.0000036234685,0.00051285536,0.036136772,0.000043577216,0.0013707265,0.0011857908,0.000091484406],"about_ca_topic_score_codex":0.013062698,"about_ca_topic_score_gemma":0.048741072,"teacher_disagreement_score":0.035678376,"about_ca_system_score_codex":0.0000108723725,"about_ca_system_score_gemma":0.000032533724,"threshold_uncertainty_score":0.9935094},"labels":[],"label_agreement":null},{"id":"W2734112042","doi":"10.1093/geroni/igx004.3465","title":"IMMUNOSENESCENCE AND INFLAMMAGING: AN INTRICATE CONNECTION","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Neutrophil, Myeloperoxidase and Oxidative Mechanisms","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Immunosenescence; Connection (principal bundle); Biology; Engineering; Immunology; Immune system","score_opus":0.029744430347396742,"score_gpt":0.2918397713168279,"score_spread":0.26209534096943116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2734112042","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9966913,0.00010783824,0.0010192988,0.0008628817,0.000433642,0.00011147512,0.0000015830994,0.000045213386,0.0007267829],"genre_scores_gemma":[0.9992228,0.00002922138,0.00018842766,0.00021280287,0.000033897475,0.000013760979,0.000029985566,0.0000088731795,0.00026018708],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99924463,0.00006407141,0.00026494378,0.00023213308,0.000021129885,0.00017308381],"domain_scores_gemma":[0.9993496,0.000026450845,0.0002100749,0.00029950534,0.00010768995,0.0000066971043],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003967127,0.00009991776,0.00012352067,0.000288193,0.00041529565,0.00008682362,0.00017094187,0.00007478874,0.000044949265],"category_scores_gemma":[0.00013831828,0.00009888325,0.000008273384,0.00018928378,0.00012998209,0.00054728176,0.00009214318,0.00020579416,0.000052241357],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020727126,0.000019019675,0.021080198,0.000005989285,0.0000091122765,0.0000056735425,0.00035852814,0.0000016113698,0.9035579,0.02948987,0.000020488978,0.04543089],"study_design_scores_gemma":[0.0011013031,0.000055668148,0.2148946,0.00006278532,0.0000050802437,0.00003514218,0.00030719212,0.00003315438,0.7740268,0.0042498596,0.0050372435,0.00019118769],"about_ca_topic_score_codex":0.00015340006,"about_ca_topic_score_gemma":0.000022818891,"teacher_disagreement_score":0.1938144,"about_ca_system_score_codex":0.000026684367,"about_ca_system_score_gemma":0.00001905109,"threshold_uncertainty_score":0.40323418},"labels":[],"label_agreement":null},{"id":"W2734113961","doi":"10.1093/geroni/igx004.645","title":"GENTLE PERSUASIVE APPROACHES IN DEMENTIA CARE: BUILDING STAFF CONFIDENCE AND EFFICACY","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Langara College; University of British Columbia; Vancouver Coastal Health","funders":"","keywords":"Dementia; Curriculum; Nursing; Medicine; Mental health; Acute care; Psychology; Health care; Psychiatry; Pedagogy","score_opus":0.3192116893789519,"score_gpt":0.4515687775687157,"score_spread":0.13235708818976383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2734113961","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98956704,0.0013777713,0.00045116065,0.0037901732,0.00041247063,0.0009829784,0.0000056824597,0.00004491629,0.003367806],"genre_scores_gemma":[0.99617743,0.00005067968,0.0031157068,0.00029126182,0.000059242422,0.00022956062,0.000024485304,0.000018279688,0.00003336413],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99801636,0.0003081065,0.0008104088,0.00031229598,0.00019298516,0.00035982183],"domain_scores_gemma":[0.9979384,0.0003535673,0.0006357371,0.0007417386,0.0002926752,0.000037909595],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005637291,0.0001242086,0.0001873919,0.00043265714,0.0011047084,0.00005270307,0.0004037979,0.000118178046,0.000026219188],"category_scores_gemma":[0.0012398945,0.00013939547,0.000011600498,0.00039552065,0.000104597166,0.00043152977,0.0004011829,0.00066254736,0.000011441856],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018578901,0.00003160083,0.8744052,0.00033641412,0.000008536815,0.000002530692,0.0680664,0.000043794287,0.00043837292,0.04515649,0.00005942861,0.0114326235],"study_design_scores_gemma":[0.0031104453,0.000039456292,0.84311014,0.0017132062,0.000009833447,0.0000012199398,0.14252542,0.0021253785,0.00041391075,0.003032005,0.003580459,0.00033853223],"about_ca_topic_score_codex":0.0016844885,"about_ca_topic_score_gemma":0.00068869675,"teacher_disagreement_score":0.074459024,"about_ca_system_score_codex":0.0003047942,"about_ca_system_score_gemma":0.00023503829,"threshold_uncertainty_score":0.84966356},"labels":[],"label_agreement":null},{"id":"W2734115223","doi":"10.1093/geroni/igx004.1237","title":"HOME ASSESSMENT OF PERSON-ENVIRONMENT INTERACTION (HOPE): A CROSS-CULTURAL VALIDATION STUDY","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Université de Montréal; Institut Universitaire de Gériatrie de Montréal","funders":"","keywords":"Equivalence (formal languages); Adaptation (eye); Cross-cultural; Psychology; Computer science; Applied psychology; Social psychology; Linguistics; Sociology; Anthropology","score_opus":0.06028970573365363,"score_gpt":0.3869644024722143,"score_spread":0.3266746967385607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2734115223","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9949647,0.0000016422798,0.0005116794,0.0005543747,0.00015816398,0.00029471444,0.0000015252499,0.00001145916,0.0035017366],"genre_scores_gemma":[0.99890274,0.0000032444088,0.0006448073,0.000054788565,0.000034900815,0.000027735341,0.000010313547,0.000007031718,0.0003144634],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99894553,0.000037654194,0.00034111584,0.00022384943,0.0003088284,0.00014303406],"domain_scores_gemma":[0.9992091,0.000014255835,0.00044004776,0.0002972158,0.00002144376,0.000017924121],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006713319,0.00008722795,0.00011563675,0.000097935575,0.0002573436,0.00013317654,0.00017499407,0.000029917952,0.0005160318],"category_scores_gemma":[0.000029862837,0.000082639395,0.000016596548,0.00017667253,0.00009825747,0.0011199806,0.00010768073,0.00014633939,0.000045217428],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000059785407,0.00013490034,0.9902834,0.0000065334852,0.000004379833,0.0000015665969,0.0016074362,0.0009920679,0.004073299,0.00013844398,0.000086635475,0.0026653425],"study_design_scores_gemma":[0.0005226552,0.00007109078,0.9955297,0.000020538182,0.0000035198739,8.969229e-7,0.0016745328,0.0014591207,0.0003400298,0.00005989702,0.00022903619,0.000088948625],"about_ca_topic_score_codex":0.0024759015,"about_ca_topic_score_gemma":0.0002992411,"teacher_disagreement_score":0.0052463175,"about_ca_system_score_codex":0.0004175493,"about_ca_system_score_gemma":0.0000105086865,"threshold_uncertainty_score":0.56501865},"labels":[],"label_agreement":null},{"id":"W2734121241","doi":"10.1093/geroni/igx004.3494","title":"ADD A LANGUAGE! ADD A PICTURE!—IMPROVING PRESCRIPTION MEDICATION LABELS FOR ELDERLY SINGAPOREANS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Text Readability and Simplification","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Children's Hospital of Eastern Ontario","funders":"","keywords":"Pictogram; Medical prescription; Literacy; Medicine; Health literacy; Malay; Reading (process); Family medicine; Psychology; Medical education; Linguistics; Nursing; Health care; Political science; Pedagogy","score_opus":0.03165806490031054,"score_gpt":0.3106842302414928,"score_spread":0.27902616534118224,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2734121241","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2580227,0.000028505801,0.7377291,0.0027844047,0.0003589699,0.0003983107,0.000005162722,0.00013531085,0.00053758273],"genre_scores_gemma":[0.9731959,0.0000010866788,0.026021453,0.00030559328,0.00013676871,0.0001221487,0.00005292723,0.000008891615,0.00015520399],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99868387,0.000040070383,0.00045840896,0.00038164028,0.0002206272,0.00021537462],"domain_scores_gemma":[0.99833906,0.00009360832,0.00046419338,0.00083531346,0.00024242386,0.00002538],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011597051,0.000109700544,0.000121212746,0.00028607796,0.00038368642,0.00044418787,0.00068377086,0.000088985646,0.000009085243],"category_scores_gemma":[0.0010399222,0.00011234499,0.000026088392,0.00037287304,0.00004802098,0.0013530736,0.00008881888,0.0001502295,0.000004997908],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010300538,0.000072724775,0.0057847695,0.000098387354,0.000007814896,0.0000015798863,0.007850717,0.000061212886,0.04964105,0.13244167,0.0006053901,0.8034244],"study_design_scores_gemma":[0.0041491967,0.00032530676,0.47579622,0.00061942154,0.000030909017,0.000026483516,0.0018096486,0.3343195,0.058476727,0.10164255,0.021549365,0.0012546874],"about_ca_topic_score_codex":0.00019574078,"about_ca_topic_score_gemma":0.00019230571,"teacher_disagreement_score":0.8021697,"about_ca_system_score_codex":0.00011051658,"about_ca_system_score_gemma":0.00008898165,"threshold_uncertainty_score":0.45812958},"labels":[],"label_agreement":null},{"id":"W2734135544","doi":"10.1093/geroni/igx004.1079","title":"IAGG INTERNATIONAL COUNCIL OF THE GERONTOLOGY STUDENT ORGANIZATION: COLLABORATIVE NETWORKS FOR EMERGING SCHOLARS: LOCAL, REGIONAL, AND INTERNATIONAL PERSPECTIVES","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Frontier; Globe; Public relations; Political science; Perspective (graphical); Multidisciplinary approach; Multiculturalism; Sociology; Social science; Pedagogy; Psychology","score_opus":0.12431643115934175,"score_gpt":0.43247914799141646,"score_spread":0.3081627168320747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2734135544","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6644399,0.0005173983,0.2982519,0.022504108,0.00430354,0.00047249958,0.000012415588,0.0000481225,0.009450095],"genre_scores_gemma":[0.9949274,0.000021668113,0.0030637644,0.00041497222,0.00030673653,0.000039688068,0.000016911607,0.000019720403,0.0011891472],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99851626,0.00025480578,0.00047843106,0.00031539914,0.00027859345,0.00015650305],"domain_scores_gemma":[0.9957922,0.00021448928,0.00076947623,0.00029983392,0.0029130883,0.000010911738],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023553038,0.00012530213,0.00017094941,0.00021585659,0.00046482714,0.00013332866,0.00051900494,0.00009654767,0.00011173626],"category_scores_gemma":[0.002189734,0.00011167501,0.000020962476,0.0005651681,0.00033812347,0.00028515383,0.00015102695,0.00037966386,0.0000010778415],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000107585336,0.00017486118,0.54330724,0.000011771442,0.0002956505,0.0000030198714,0.07326544,0.0012834005,0.00067879347,0.35150814,0.0030260272,0.026338043],"study_design_scores_gemma":[0.0022175019,0.00004774148,0.9025357,0.00016624983,0.000015339187,0.000022096747,0.038515862,0.0019543117,0.000092572634,0.0019335588,0.052272104,0.00022695927],"about_ca_topic_score_codex":0.00006077683,"about_ca_topic_score_gemma":0.000034201283,"teacher_disagreement_score":0.35922846,"about_ca_system_score_codex":0.0004158679,"about_ca_system_score_gemma":0.00018374133,"threshold_uncertainty_score":0.4553975},"labels":[],"label_agreement":null},{"id":"W2734141140","doi":"10.1093/geroni/igx004.3488","title":"PUTTING ALL TOGETHER: THE SYNERGIC TRIAL","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science","score_opus":0.06280672396789144,"score_gpt":0.39551196593648125,"score_spread":0.3327052419685898,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2734141140","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95545995,0.000014204308,0.00030349306,0.013618773,0.00019924232,0.00040872424,3.3213644e-7,0.000019530808,0.029975772],"genre_scores_gemma":[0.997114,0.000004560322,0.00018863956,0.0011227512,0.0002709535,0.00005002879,0.0000073306646,0.000007742956,0.0012339838],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991472,0.000037023132,0.00024886444,0.00012682039,0.00025802563,0.00018209805],"domain_scores_gemma":[0.9993924,0.000055312008,0.00012625201,0.0002600227,0.00015092907,0.0000151152935],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013847204,0.00005703281,0.00008627094,0.00015607079,0.00021369095,0.00012921674,0.00013553667,0.000026369964,0.00015769363],"category_scores_gemma":[0.0006579669,0.00003937124,0.000021489046,0.00022091984,0.000058251764,0.00012821968,0.000070917726,0.00019778474,0.000028373423],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032114577,0.00026779034,0.6451135,0.00007430849,0.00010626932,0.00011597552,0.0013029205,0.0000041875765,0.016161637,0.015551164,0.0016933518,0.3163974],"study_design_scores_gemma":[0.0658243,0.00052675005,0.8614425,0.00047127675,0.000050868235,0.00003086319,0.0009088233,0.0014406588,0.016285598,0.0076561873,0.045129076,0.00023309214],"about_ca_topic_score_codex":0.000066658344,"about_ca_topic_score_gemma":0.000004952542,"teacher_disagreement_score":0.31616428,"about_ca_system_score_codex":0.000036568163,"about_ca_system_score_gemma":0.000052065672,"threshold_uncertainty_score":0.17266347},"labels":[],"label_agreement":null},{"id":"W2734173234","doi":"10.1093/geroni/igx004.3011","title":"FRAILTY IN OLDER ADULTS (>50 YEARS) LIVING WITH HUMAN IMMUNODEFICIENCY VIRUS (HIV). A CARE PROPOSAL","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"HIV-related health complications and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary; Alberta Health Services","funders":"","keywords":"Medicine; Gerontology; Population; Human immunodeficiency virus (HIV); Geriatrics; Cohort; Demography; Population ageing; Immunology; Environmental health; Internal medicine","score_opus":0.020855509946746637,"score_gpt":0.3343515744677203,"score_spread":0.31349606452097367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2734173234","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9922288,0.00015225064,0.00015697673,0.00058587274,0.000047325775,0.00056085316,0.000004362826,0.000043397366,0.0062201447],"genre_scores_gemma":[0.99839866,0.000006622696,0.0010778453,0.00010830914,0.000029016333,0.000097892545,0.00005524449,0.00001998665,0.0002064407],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988958,0.000019735346,0.0004099243,0.000262255,0.0001812471,0.00023098545],"domain_scores_gemma":[0.99906516,0.000018144707,0.00022294822,0.00047271993,0.00019625034,0.000024756671],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018596508,0.000110499735,0.00016740488,0.00044399162,0.0002919271,0.000048731064,0.00011808146,0.000069566835,0.000044659675],"category_scores_gemma":[0.00006797189,0.000100490695,0.000013297485,0.0005030016,0.000049987546,0.0001760998,0.000045853347,0.00028387652,0.000038247763],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027989974,0.00028361622,0.97063154,0.00013083228,0.00001053706,0.00003827384,0.0111701675,0.000015050023,0.0011356913,0.0024781504,0.00003281367,0.01404536],"study_design_scores_gemma":[0.0019936175,0.00007110075,0.9939254,0.0023800428,0.000007462024,0.000010855631,0.0009250297,0.00019458744,0.00010236011,0.000055703415,0.00023141746,0.00010241362],"about_ca_topic_score_codex":0.0011217027,"about_ca_topic_score_gemma":0.00041683033,"teacher_disagreement_score":0.023293892,"about_ca_system_score_codex":0.00022345709,"about_ca_system_score_gemma":0.0001672209,"threshold_uncertainty_score":0.40978914},"labels":[],"label_agreement":null},{"id":"W2734180250","doi":"10.1093/geroni/igx004.1972","title":"EFFECTIVENESS OF COGNITIVE STIMULATION IN MAINTAINING COGNITIVE CAPACITY OF AN ELDERLY COHORT","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health, Nursing, Elderly Care","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dementia; Intervention (counseling); Montreal Cognitive Assessment; Cognition; Cohort; Population; Gerontology; Clinical Dementia Rating; Neuropsychology; Medicine; Statistic; Physical therapy; Depression (economics); Psychology; Cognitive impairment; Psychiatry; Disease; Environmental health; Internal medicine","score_opus":0.07808794458779394,"score_gpt":0.4503094950564453,"score_spread":0.37222155046865135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2734180250","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9898523,0.0000077985005,0.0046632937,0.00008439805,0.00038128698,0.001669954,0.00004229227,0.000028308497,0.0032703758],"genre_scores_gemma":[0.9992943,0.0000017025453,0.0002782708,0.000088565124,0.00005168546,0.000133416,0.00011921228,0.000025027424,0.000007868251],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963848,0.00141,0.0011767811,0.00033902942,0.0003035756,0.0003857999],"domain_scores_gemma":[0.9943366,0.002513753,0.0013185531,0.0002796655,0.0015103939,0.00004100764],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0059878053,0.00015100978,0.0004534226,0.0008006813,0.000412365,0.000012383807,0.00015502413,0.00025518096,0.00003376864],"category_scores_gemma":[0.005799699,0.00017437272,0.000021851565,0.0007838127,0.00018094528,0.0006366013,0.000052223713,0.0008103235,0.000004043419],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026840533,0.00009961941,0.96068764,0.0007021692,0.000014652014,0.000005190971,0.017253086,0.00009236907,0.0022662573,0.003001192,0.0000011788983,0.015608247],"study_design_scores_gemma":[0.002861246,0.00019335038,0.96672237,0.010641927,0.000012822675,6.8741105e-7,0.0121720955,0.0010748386,0.0031834817,0.0029952086,0.0000013608563,0.0001406373],"about_ca_topic_score_codex":0.0037790472,"about_ca_topic_score_gemma":0.0008485662,"teacher_disagreement_score":0.01546761,"about_ca_system_score_codex":0.0003960221,"about_ca_system_score_gemma":0.00046576597,"threshold_uncertainty_score":0.7110713},"labels":[],"label_agreement":null},{"id":"W2734184211","doi":"10.1093/geroni/igx004.4898","title":"AGEING, THE DIGITAL AND EVERYDAY LIFE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Trent University","funders":"","keywords":"Everyday life; General partnership; Narrative; Sociology; Public relations; Information and Communications Technology; Political science; Media studies; Art","score_opus":0.029282624609816666,"score_gpt":0.31688093494318537,"score_spread":0.2875983103333687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2734184211","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9579764,0.000018026913,0.00006208703,0.023343273,0.0001829339,0.00008918405,9.558482e-7,0.000073874005,0.018253254],"genre_scores_gemma":[0.99893653,0.000008499364,0.000038663067,0.00039762983,0.000081804996,0.0000067219203,6.4616603e-7,0.000003798461,0.0005256911],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994823,0.000017120206,0.00013763593,0.00010734774,0.000121949095,0.00013366638],"domain_scores_gemma":[0.9995598,0.000048948994,0.00012625706,0.00019875036,0.000054581862,0.00001163893],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053613214,0.000040910334,0.00004831007,0.00010742825,0.00076908944,0.0003684987,0.00027591907,0.00005139703,0.0000085720085],"category_scores_gemma":[0.0020779409,0.00003412624,0.0000057647903,0.00027326104,0.0003522869,0.00047971512,0.00008950287,0.00012944198,0.000009171182],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000021778314,0.000011537918,0.69537437,0.000004229398,0.000006693574,0.000007733979,0.015085871,0.000001341578,0.00020491125,0.17306085,0.0017521715,0.11448814],"study_design_scores_gemma":[0.0002646016,0.000005441492,0.8898054,0.00005685377,0.0000017024047,8.711162e-7,0.004873723,0.000041648418,0.00020282094,0.021987896,0.082636185,0.00012290663],"about_ca_topic_score_codex":0.0005874932,"about_ca_topic_score_gemma":0.00059897226,"teacher_disagreement_score":0.194431,"about_ca_system_score_codex":0.0000256005,"about_ca_system_score_gemma":0.00004968496,"threshold_uncertainty_score":0.5915292},"labels":[],"label_agreement":null},{"id":"W2734193942","doi":"10.1093/geroni/igx004.4929","title":"EMPLOYMENT SUPPORT SERVICE PROVISION FOR OLDER WORKERS: BOUNDARIES SHAPED THROUGH INDIVIDUALIZATION","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University","funders":"","keywords":"Service provider; Workforce; Unemployment; Public relations; Governmentality; Precarity; Care work; Service (business); Sociology; Business; Political science; Economic growth; Work (physics); Gender studies; Economics; Marketing; Politics","score_opus":0.2390034035829256,"score_gpt":0.4638481021467722,"score_spread":0.2248446985638466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2734193942","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.941713,0.00002077945,0.013486955,0.027413553,0.0014399963,0.0020847523,0.000012203197,0.00013731096,0.013691489],"genre_scores_gemma":[0.9964716,0.000009267316,0.0011541555,0.0011811844,0.0002274312,0.00020108416,0.00009141738,0.000015287122,0.0006485727],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99836165,0.00006536405,0.0004950264,0.0002998255,0.00046052015,0.0003176378],"domain_scores_gemma":[0.99885565,0.000051718634,0.0003704382,0.00030029705,0.0003970736,0.00002480739],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0017400909,0.00011421059,0.00013725708,0.000111846515,0.0020291493,0.001120057,0.0003252999,0.00008624208,0.00013725567],"category_scores_gemma":[0.0005286348,0.00011884599,0.0000264974,0.00048229398,0.00023338418,0.0011074059,0.00008751336,0.000075771684,0.000011204223],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021789076,0.00013305669,0.7998,0.000115373674,0.000016685302,5.336395e-7,0.09592953,0.000012605195,0.00010324878,0.087452695,0.0021195032,0.014295014],"study_design_scores_gemma":[0.0024024704,0.00008689088,0.4989134,0.0004955249,0.00003172582,2.993202e-7,0.035163864,0.0003003169,0.00084137876,0.07388259,0.3872661,0.00061544427],"about_ca_topic_score_codex":0.0043002507,"about_ca_topic_score_gemma":0.004605406,"teacher_disagreement_score":0.3851466,"about_ca_system_score_codex":0.0002637816,"about_ca_system_score_gemma":0.00032129022,"threshold_uncertainty_score":0.99991685},"labels":[],"label_agreement":null},{"id":"W2734276566","doi":"10.1093/geroni/igx004.638","title":"SEEING WHAT THEY SEE: COMPENSATING FOR CORTICAL VISUAL DYSFUNCTION IN ALZHEIMER’S DISEASE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"RNA regulation and disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nipissing University","funders":"Economic and Social Research Council","keywords":"Psychology; Dementia; Cognitive psychology; Visual impairment; Neuropsychology; Everyday life; Posterior cortical atrophy; Cognition; Perception; Reading (process); Disease; Medicine; Neuroscience","score_opus":0.03386668045668194,"score_gpt":0.33756288102864385,"score_spread":0.3036962005719619,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2734276566","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9935327,0.00015012395,0.0048408075,0.00075668417,0.00026585071,0.00024046745,0.0000027791725,0.000010563313,0.00019997831],"genre_scores_gemma":[0.9988131,0.000010271159,0.0002924664,0.00044998733,0.0001601464,0.00004499201,0.00017164867,0.000013214497,0.000044203432],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99918896,0.00003255279,0.00030108355,0.00022842437,0.00009207066,0.00015689271],"domain_scores_gemma":[0.99946785,0.000018913297,0.00015629732,0.00021058563,0.00010714743,0.000039206174],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034207528,0.000087971406,0.000081156475,0.00011742886,0.00018645277,0.00018410778,0.00009127315,0.000052781386,0.000008240779],"category_scores_gemma":[0.00044901978,0.00009527485,0.000027373415,0.00008641808,0.000034916106,0.00004750425,0.000054986802,0.000064751,0.0000026718023],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000395168,0.0001377236,0.8162234,0.000041384348,0.00002490659,0.00000859773,0.00019855784,0.0022069872,0.13108526,0.005465959,0.00016016289,0.044051882],"study_design_scores_gemma":[0.0020285118,0.000035654604,0.9555606,0.00013707866,0.000015289877,0.0000012865243,0.00042679926,0.03314622,0.0061425096,0.0010266593,0.0012440577,0.00023530085],"about_ca_topic_score_codex":0.0000194503,"about_ca_topic_score_gemma":0.0000486986,"teacher_disagreement_score":0.13933723,"about_ca_system_score_codex":0.000020800182,"about_ca_system_score_gemma":0.00006149656,"threshold_uncertainty_score":0.3885196},"labels":[],"label_agreement":null},{"id":"W2734282622","doi":"10.1093/geroni/igx004.4146","title":"ARE BAD JOBS INEVITABLE? A COMPARATIVE STUDY OF AGED-CARE OCCUPATIONS AND TRAINING","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Workforce; Immigration; Context (archaeology); Welfare; Immigration policy; Health care; China; Training (meteorology); Business; Social Welfare; Demographic economics; Economic growth; Gerontology; Medicine; Political science; Economics; Geography","score_opus":0.43944857181762126,"score_gpt":0.5047601464438304,"score_spread":0.06531157462620912,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2734282622","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98735946,0.000019726602,0.000065522276,0.00047283733,0.00012306123,0.00038903233,0.0000032334817,0.000014962415,0.011552167],"genre_scores_gemma":[0.99973077,0.0000031821207,0.000087582026,0.00003799495,0.000046375986,0.000034826593,0.0000030396486,0.0000030257065,0.00005322238],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990641,0.00010717616,0.0003180657,0.00015408275,0.00022723635,0.00012933918],"domain_scores_gemma":[0.99911344,0.000062887244,0.00040480992,0.00017328576,0.00022804,0.000017561933],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007501803,0.00006134906,0.00014898527,0.00013625216,0.0007484925,0.00012105724,0.00013880429,0.000025600822,0.000017892235],"category_scores_gemma":[0.00046315795,0.000063835905,0.000009505398,0.00034882838,0.0001747435,0.00034071668,0.000047395275,0.00008126969,8.19374e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000029781938,0.00006349207,0.7470264,0.000012672575,0.000005532633,4.1916442e-7,0.24765727,0.000015406722,0.000037052887,0.003125996,0.000029793633,0.0020230224],"study_design_scores_gemma":[0.00029358658,0.000017635952,0.6916737,0.00005324833,0.000003052618,2.3579089e-8,0.30724752,0.00001576394,0.000019239133,0.0005067224,0.0001225938,0.000046916306],"about_ca_topic_score_codex":0.0022439149,"about_ca_topic_score_gemma":0.016636519,"teacher_disagreement_score":0.059590254,"about_ca_system_score_codex":0.00007853726,"about_ca_system_score_gemma":0.000046682908,"threshold_uncertainty_score":0.9283568},"labels":[],"label_agreement":null},{"id":"W2734312943","doi":"10.1093/geroni/igx004.2642","title":"MULTIPLE CHRONIC CONDITIONS IN RELATION TO DISABILITY AND SOCIAL PARTICIPATION: DATA FROM THE CLSA","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba; McMaster University","funders":"","keywords":"Gerontology; Demography; Social engagement; Chronic disease; Population; Multiple Chronic Conditions; Psychology; Disease; Medicine; Environmental health; Internal medicine","score_opus":0.15774036941846456,"score_gpt":0.42599425872979507,"score_spread":0.26825388931133054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2734312943","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96684605,0.000017880493,0.00034630715,0.031237427,0.00009151945,0.00038800415,0.000051770046,0.00002028182,0.001000746],"genre_scores_gemma":[0.9984235,0.0000023838115,0.00007303572,0.00037002497,0.00020632551,0.000050413455,0.0008437473,0.0000053461745,0.000025189203],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992386,0.000031352643,0.000279133,0.00021777015,0.00012446518,0.000108684624],"domain_scores_gemma":[0.99919707,0.000112581474,0.000104907245,0.00053621235,0.000037189922,0.000012035983],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042494765,0.000058555568,0.00008919019,0.000056021257,0.00022950939,0.000098390105,0.0001422274,0.000026962463,0.000089800255],"category_scores_gemma":[0.0005525169,0.00005238464,0.000006268462,0.00022487385,0.0001333051,0.00040952538,0.00018689458,0.000115694274,0.00000980375],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020585023,0.000054682285,0.98630697,0.000031057607,0.000010241237,0.0000022700997,0.00073576224,0.00007759404,0.0002227915,0.008101701,0.0009719835,0.0034643796],"study_design_scores_gemma":[0.0010740522,0.000007140857,0.9865863,0.00008924658,0.000014579828,1.2945584e-7,0.00041807297,0.008432802,0.000013573451,0.0019574896,0.0013546429,0.000051968018],"about_ca_topic_score_codex":0.00068046845,"about_ca_topic_score_gemma":0.0030490526,"teacher_disagreement_score":0.03157747,"about_ca_system_score_codex":0.00019261597,"about_ca_system_score_gemma":0.000062639985,"threshold_uncertainty_score":0.21361837},"labels":[],"label_agreement":null},{"id":"W2734316012","doi":"10.1093/geroni/igx004.2590","title":"PROMISES AND PERILS OF PERMANENT RESIDENT ASSIGNMENT IN RESIDENTIAL CARE FACILITIES","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Staffing; Teamwork; Nursing; Work (physics); Medicine; Psychology; Business; Political science","score_opus":0.058828860577687235,"score_gpt":0.4067907141887367,"score_spread":0.3479618536110495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2734316012","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99400514,0.00032762208,0.000021004967,0.0013312022,0.00048570932,0.000357246,0.000008703634,0.000012029586,0.0034513485],"genre_scores_gemma":[0.9988075,0.000043753855,0.00005970452,0.000021318692,0.00008121132,0.000053319753,0.000011505146,0.000006357739,0.00091533747],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99883366,0.00009370503,0.00055963243,0.00015527342,0.00017330986,0.00018442841],"domain_scores_gemma":[0.99923813,0.000065286185,0.0002961219,0.00022543196,0.00016109365,0.000013909001],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004923721,0.000073092604,0.00016790778,0.00034022942,0.00030631493,0.000026538502,0.00009709667,0.000066458204,0.0000627957],"category_scores_gemma":[0.00024236385,0.00007242144,0.000011461325,0.00014087404,0.00006054179,0.00017044289,0.00009257617,0.00019005714,0.0000027359768],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007248804,0.000017498962,0.820216,0.00080890453,0.000005487748,0.000008976644,0.166886,0.000017673901,0.0028489355,0.0022803757,0.0012909321,0.005546705],"study_design_scores_gemma":[0.0009184012,0.000023832903,0.8824476,0.0006688015,0.0000035320297,5.0256415e-7,0.111890405,0.000008852441,0.0011436952,0.0008590336,0.0019467196,0.00008859555],"about_ca_topic_score_codex":0.0037122536,"about_ca_topic_score_gemma":0.0013563896,"teacher_disagreement_score":0.06223161,"about_ca_system_score_codex":0.00017723607,"about_ca_system_score_gemma":0.00013544866,"threshold_uncertainty_score":0.56118417},"labels":[],"label_agreement":null},{"id":"W2735322646","doi":"10.1093/geroni/igx004.4805","title":"SOCIAL AND ECONOMIC INEQUALITIES: THE MARGINALISATION OF OLDER PEOPLE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Inequality; Neighbourhood (mathematics); Social Welfare; Welfare; Social inequality; Social determinants of health; Psychology; Economic growth; Political science; Health care; Economics","score_opus":0.0806825041164671,"score_gpt":0.40215619861101704,"score_spread":0.32147369449454993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2735322646","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9543564,0.000013076699,0.000071907576,0.038321584,0.00017568858,0.000082153245,0.0000018661068,0.000005644321,0.00697169],"genre_scores_gemma":[0.9989785,0.000018330453,0.000022696275,0.0005753968,0.00016866256,0.000007185537,0.0000015139144,0.0000021691899,0.00022556761],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995148,0.00005007821,0.00020547691,0.00005357639,0.000073251955,0.00010280165],"domain_scores_gemma":[0.99959797,0.00009800101,0.00018951461,0.00006722184,0.000040323914,0.000006978164],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001202039,0.000027030965,0.000067164816,0.00005595968,0.0006825706,0.000090137095,0.00009561023,0.000027119186,0.000051376595],"category_scores_gemma":[0.00019784037,0.000023747016,0.0000071361114,0.000073096126,0.000113356764,0.00022731944,0.000022681512,0.000046094596,9.4682576e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[8.250338e-7,0.0000014245272,0.4824386,0.000020424875,8.6724714e-7,3.4292675e-8,0.040222406,0.0000011272905,0.000001076308,0.47563705,0.00021834706,0.0014578286],"study_design_scores_gemma":[0.00012342431,0.0000010608165,0.97202176,0.000019517252,8.205056e-7,4.7943804e-8,0.014372483,0.000039642346,0.000009164273,0.007634009,0.0057472084,0.000030860858],"about_ca_topic_score_codex":0.030273711,"about_ca_topic_score_gemma":0.013739743,"teacher_disagreement_score":0.48958316,"about_ca_system_score_codex":0.000056898585,"about_ca_system_score_gemma":0.00009406127,"threshold_uncertainty_score":0.9761838},"labels":[],"label_agreement":null},{"id":"W2739533777","doi":"10.1093/geroni/igx004.2962","title":"GENETICS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Single-nucleotide polymorphism; Confounding; Allele; Population; SNP; Cognition; Internal medicine; Allele frequency; Medicine; Genetics; Demography; Biology; Genotype; Gerontology; Disease; Cognitive impairment; Gene; Psychiatry","score_opus":0.03813916863709573,"score_gpt":0.31704011662143794,"score_spread":0.27890094798434223,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2739533777","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.943368,0.00000607214,0.0033064904,0.0014756175,0.00011957363,0.00012945352,8.3741355e-7,0.000018159115,0.051575802],"genre_scores_gemma":[0.996591,0.00001312218,0.0019390732,0.0010760819,0.000043049302,0.000013023136,0.0000028565617,0.000010630967,0.00031120487],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99906015,0.000025841728,0.00025327882,0.00026146398,0.00018534367,0.000213935],"domain_scores_gemma":[0.9993711,0.000021924032,0.00017270539,0.00040517483,0.000005780444,0.00002333146],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000698313,0.00007181816,0.00006475597,0.00007265701,0.0002751234,0.000062953666,0.00022674772,0.000035548113,0.0006015586],"category_scores_gemma":[0.00019502753,0.00008071028,0.000008031028,0.0001993778,0.0001206846,0.00029799275,0.0001970929,0.00014809752,0.0004827623],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000010004702,0.000015349935,0.8986037,0.0000033118113,0.0000010020657,0.00000714435,0.00035281375,0.0003307444,0.007688936,0.0004371905,0.00014890304,0.0924099],"study_design_scores_gemma":[0.00021830012,0.0000054307093,0.9780019,0.000019287285,9.5091815e-7,0.0000016160236,0.00006147006,0.0015100222,0.0035967657,0.0019454062,0.014532572,0.00010625932],"about_ca_topic_score_codex":0.00021696313,"about_ca_topic_score_gemma":0.00007612607,"teacher_disagreement_score":0.09230365,"about_ca_system_score_codex":0.00017574267,"about_ca_system_score_gemma":0.000007405964,"threshold_uncertainty_score":0.6586645},"labels":[],"label_agreement":null},{"id":"W2740292944","doi":"10.1093/geroni/igx004.1202","title":"EFFECTS OF COMBINED PHYSICAL, SOCIAL, AND INTELLECTUAL LEISURE ACTIVITIES ON COGNITIVE STATUS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Physical Activity and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Concordia University","funders":"","keywords":"Cognition; Psychology; Social cognition; Intervention (counseling); Observational study; Physical activity; Montreal Cognitive Assessment; Developmental psychology; Cognitive impairment; Medicine; Physical therapy; Psychiatry","score_opus":0.05283674047741867,"score_gpt":0.37161792185326453,"score_spread":0.3187811813758459,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2740292944","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9974928,0.0000067761694,0.000097321645,0.0007571961,0.000040855834,0.00020667573,0.000003663546,0.000014537425,0.001380154],"genre_scores_gemma":[0.99965096,0.000015495749,0.000011541192,0.0001493128,0.00011392263,0.000011445253,0.000006522748,0.0000073288834,0.00003346912],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99947804,0.00002819283,0.00012401096,0.00011511894,0.00012346756,0.00013114452],"domain_scores_gemma":[0.9991111,0.0005767002,0.00015300293,0.00006418286,0.000076203934,0.000018795245],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008927801,0.000071513525,0.00026284772,0.0001389117,0.00016504328,0.000020280713,0.000026188549,0.000032504657,0.0000025986678],"category_scores_gemma":[0.0006239007,0.00006691534,0.000015387737,0.00018505796,0.00015991203,0.00014936797,0.000028942635,0.00023307817,0.0000016788748],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003639662,0.0057268334,0.13826755,0.0053856485,0.00026920086,0.000041782838,0.0742924,0.0000021248138,0.3971069,0.091004,0.00074175635,0.28352213],"study_design_scores_gemma":[0.0043415683,0.0011023213,0.7218562,0.0012092565,0.000032789605,9.247188e-7,0.0012688244,0.0003791515,0.26571122,0.0038416865,0.000111942696,0.00014417505],"about_ca_topic_score_codex":0.00008025229,"about_ca_topic_score_gemma":0.0000051703205,"teacher_disagreement_score":0.5835886,"about_ca_system_score_codex":0.000036439036,"about_ca_system_score_gemma":0.000057899164,"threshold_uncertainty_score":0.27287284},"labels":[],"label_agreement":null},{"id":"W2741924299","doi":"10.1093/geroni/igx004.1484","title":"PARKINSON’S DISEASE CAN LIMIT THE EFFECTS OF MOTOR-COGNITIVE TRAINING IN VIRTUAL REALITY ENVIRONMENT","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Cerebral Palsy and Movement Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Confidence interval; Medicine; Physical therapy; Cognition; Balance (ability); Cognitive impairment; Parkinson's disease; Psychology; Physical medicine and rehabilitation; Internal medicine; Disease; Psychiatry","score_opus":0.03235317514668173,"score_gpt":0.29333120935685314,"score_spread":0.2609780342101714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2741924299","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9945344,0.000036649093,0.00022082965,0.003618375,0.00009409884,0.0004963747,0.0000063774387,0.0000073151073,0.0009856253],"genre_scores_gemma":[0.9988334,0.0000346433,0.000010681836,0.0008783459,0.000040041814,0.00006287221,0.000030647774,0.0000073543965,0.00010197753],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992094,0.000041330397,0.00029283194,0.00015319648,0.00016727489,0.00013597167],"domain_scores_gemma":[0.9994345,0.00011814348,0.00018685209,0.00021333924,0.000023286548,0.0000238992],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004305211,0.00007926339,0.00013796806,0.00014159478,0.00008086892,0.000013974705,0.000074211865,0.000026325175,0.000014011146],"category_scores_gemma":[0.0008057232,0.00006530625,0.00002304542,0.00012768868,0.00009922121,0.000075879354,0.000040943858,0.00014667022,0.0000012912004],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023616308,0.00017354003,0.8840693,0.00019904769,0.000033563843,0.0000360448,0.010117913,0.000051523162,0.0046620085,0.004978088,0.000033104814,0.09540968],"study_design_scores_gemma":[0.0018206523,0.0000607628,0.9927777,0.0005428856,0.000016842188,2.6297224e-7,0.001962654,0.00027259806,0.0010898167,0.00093166303,0.00045576785,0.00006836678],"about_ca_topic_score_codex":0.00036517496,"about_ca_topic_score_gemma":0.0001946422,"teacher_disagreement_score":0.108708404,"about_ca_system_score_codex":0.000065181055,"about_ca_system_score_gemma":0.00005945335,"threshold_uncertainty_score":0.26631117},"labels":[],"label_agreement":null},{"id":"W2790639293","doi":"10.1093/geroni/igy001","title":"Nonpharmacological Management of Behavioral and Psychological Symptoms of Dementia: What Works, in What Circumstances, and Why?","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Lethbridge","funders":"Alberta Innovates - Health Solutions","keywords":"Dementia; Psychology; Psychotherapist; Clinical psychology; Medicine; Disease; Internal medicine","score_opus":0.06468918427690659,"score_gpt":0.41543557302851863,"score_spread":0.350746388751612,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2790639293","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9963388,0.0017205774,0.00021070956,0.00078964303,0.0001026161,0.00038664858,4.947208e-7,0.000005693207,0.00044480799],"genre_scores_gemma":[0.99503005,0.0043102,0.00039301752,0.00018933635,0.000012466266,0.000037878744,0.0000072992766,0.000004481592,0.00001527427],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989293,0.000035026987,0.00040246738,0.00022157795,0.00023767416,0.00017391311],"domain_scores_gemma":[0.9995393,0.000024363775,0.00016725772,0.00013475638,0.00010786043,0.00002643951],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00063638994,0.0000826195,0.00019729951,0.00028919912,0.000045271834,0.00015651998,0.00008370675,0.000052892217,0.00009035403],"category_scores_gemma":[0.000014178803,0.000072826595,0.000013144739,0.00030871987,0.00021166547,0.00096986175,0.0001251436,0.00015988328,4.15841e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000093768176,0.00034332523,0.64366096,0.00013903354,0.000027716811,0.000067366214,0.00016150663,3.5812326e-7,0.0028794124,0.0004981139,0.000010105937,0.35211834],"study_design_scores_gemma":[0.00325526,0.0002757081,0.98865634,0.0024607813,0.00003699955,0.0000072625508,0.003195289,0.00005683801,0.0014926797,0.0004511906,0.0000426402,0.0000690022],"about_ca_topic_score_codex":0.000013662105,"about_ca_topic_score_gemma":0.0000060276984,"teacher_disagreement_score":0.35204935,"about_ca_system_score_codex":0.000023526482,"about_ca_system_score_gemma":0.000007495251,"threshold_uncertainty_score":0.29697824},"labels":[],"label_agreement":null},{"id":"W2890925676","doi":"10.1093/geroni/igy022","title":"Randomized Controlled Trial of Exercise to Improve Walking Energetics in Older Adults","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Simon Fraser University","funders":"Vancouver Coastal Health Research Institute; Michael Smith Health Research BC","keywords":"Physical therapy; Aerobic exercise; Relaxation (psychology); Physical medicine and rehabilitation; Randomized controlled trial; Treadmill; Preferred walking speed; Medicine; Psychology; Internal medicine","score_opus":0.0158323127932578,"score_gpt":0.3490169891511423,"score_spread":0.3331846763578845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2890925676","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9878576,0.000034547906,0.001855746,0.0003662003,0.002136132,0.005324393,0.0000019232991,0.000031315667,0.0023921414],"genre_scores_gemma":[0.9967144,0.000026012745,0.00078356324,0.0003345125,0.0003705137,0.0012017927,0.000014855476,0.00001535013,0.00053898594],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9969185,0.0005085508,0.001867203,0.00021701126,0.00020078603,0.00028793345],"domain_scores_gemma":[0.9981436,0.0004898625,0.00067721604,0.00018796873,0.00047834634,0.000022963697],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004651872,0.0001169874,0.000809222,0.00069782906,0.00008852845,0.0000063577495,0.000103198574,0.00014657325,0.000028773075],"category_scores_gemma":[0.0013689323,0.0001013188,0.00006260379,0.0011694093,0.000041125295,0.00011140137,0.000053006697,0.0002749141,0.000018646027],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.954337,0.0004200771,0.003153186,0.00024725276,0.000020633837,0.000001145382,0.014577785,0.0000021920175,0.009005688,0.0058766217,0.00024134031,0.012117081],"study_design_scores_gemma":[0.98443055,0.000044786266,0.009143476,0.0020346597,0.000013124755,4.68781e-8,0.00097045786,0.0014458772,0.00012461889,0.0016214331,0.00006154965,0.0001093903],"about_ca_topic_score_codex":0.00021641763,"about_ca_topic_score_gemma":0.000115229144,"teacher_disagreement_score":0.030093582,"about_ca_system_score_codex":0.00008768187,"about_ca_system_score_gemma":0.00010707327,"threshold_uncertainty_score":0.41316608},"labels":[],"label_agreement":null},{"id":"W2897828711","doi":"10.1093/geroni/igy025","title":"Population Health Solutions for Assessing Cognitive Impairment in Geriatric Patients","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Schwartz/Reisman Emergency Medicine Institute; Canadian Association of Emergency Physicians","funders":"National Institute on Aging","keywords":"Summit; Dementia; Cognition; Health care; Context (archaeology); Cognitive decline; Population; Medicine; Gerontology; Neuropsychology; Psychology; Psychiatry; Political science; Environmental health","score_opus":0.047166605702539235,"score_gpt":0.40291985516448064,"score_spread":0.3557532494619414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2897828711","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.985797,0.000017462802,0.010762817,0.0013054633,0.000129909,0.001307288,0.000005989818,0.000026214224,0.00064787234],"genre_scores_gemma":[0.99739367,0.0000036373265,0.000824968,0.0010046639,0.00012705261,0.00015750517,0.00041667727,0.000012368888,0.000059469003],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985478,0.00006637495,0.00052183983,0.00021515849,0.00025010953,0.00039870798],"domain_scores_gemma":[0.9990888,0.000067372006,0.00015466222,0.00006355346,0.00059837475,0.000027210586],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012315592,0.00008429196,0.0001538105,0.0010960021,0.00015934849,0.000040764044,0.000028288476,0.00003546497,0.000050515286],"category_scores_gemma":[0.00028346432,0.000087325185,0.000020787376,0.0018723976,0.000030499546,0.00025880575,0.000030798463,0.000117870164,0.000007832475],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000070182745,0.00033278856,0.9417218,0.000073019444,0.000007168442,8.616554e-7,0.00041164024,0.0000012679195,0.00010883029,0.000494825,0.00014619139,0.056631405],"study_design_scores_gemma":[0.0037190544,0.0003470106,0.99291253,0.00038148602,0.0000060224324,0.000001033193,0.00046134414,0.0011705178,0.00016482268,0.00068141316,0.00007875722,0.00007602789],"about_ca_topic_score_codex":0.00017452301,"about_ca_topic_score_gemma":0.000056568864,"teacher_disagreement_score":0.056555375,"about_ca_system_score_codex":0.00041643364,"about_ca_system_score_gemma":0.00016733864,"threshold_uncertainty_score":0.35610175},"labels":[],"label_agreement":null},{"id":"W2899529517","doi":"10.1093/geroni/igy023.544","title":"CHRONIC MUSCULOSKELETAL PAIN DIMINISHES THE MULTISCALE COMPLEXITY OF STANDING POSTURAL CONTROL IN OLDER ADULTS","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health and Well-being Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Physical medicine and rehabilitation; Medicine; Physical therapy; Pain control; Surgery","score_opus":0.030359902955534847,"score_gpt":0.3544461309712601,"score_spread":0.32408622801572523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899529517","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.990819,0.00022744304,0.0018990791,0.0044333856,0.00047314106,0.0004044732,0.000006540618,0.000024859044,0.0017121056],"genre_scores_gemma":[0.9988347,0.0000024983408,0.00008500619,0.0007047345,0.00027359583,0.000048660568,0.000008176194,0.000009657174,0.00003297101],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984561,0.00029232824,0.0006026441,0.0001962266,0.00012844842,0.00032421775],"domain_scores_gemma":[0.99914014,0.0003516882,0.00018898015,0.00016833722,0.0001385612,0.000012269835],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017946159,0.00010253455,0.00019217069,0.00022353433,0.00011754054,0.000010320228,0.00011779084,0.000053841104,0.00006973505],"category_scores_gemma":[0.00025379605,0.000079576166,0.000022474287,0.0008313781,0.00029784997,0.00006727649,0.000028963523,0.00021110292,0.0000115474295],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014952463,0.000120397184,0.840327,0.00019877277,0.000037379723,0.0000068115323,0.03130068,0.000007506749,0.0006369233,0.019122478,0.0013592319,0.106733255],"study_design_scores_gemma":[0.0026042124,0.00018714103,0.99055177,0.00026402797,0.0000029472887,0.0000013959459,0.0038641065,0.001188941,0.00004292931,0.0005583324,0.00062884507,0.00010535329],"about_ca_topic_score_codex":0.001086774,"about_ca_topic_score_gemma":0.001191547,"teacher_disagreement_score":0.15022473,"about_ca_system_score_codex":0.00010715901,"about_ca_system_score_gemma":0.000033475702,"threshold_uncertainty_score":0.32450217},"labels":[],"label_agreement":null},{"id":"W2899532186","doi":"10.1093/geroni/igy023.2617","title":"THE IMPACT OF CARDIAC REHABILITATION ON FRAILTY SEVERITY","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Rehabilitation; Medicine; Physical medicine and rehabilitation; Physical therapy","score_opus":0.026535326447741918,"score_gpt":0.3520808037335709,"score_spread":0.325545477285829,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899532186","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99075496,0.000015724032,0.0000889153,0.0028826909,0.00023715525,0.0002641945,0.0000050476215,0.000027672095,0.005723628],"genre_scores_gemma":[0.99889475,0.0000030805145,0.00059972965,0.00012666426,0.00015980005,0.000013307117,0.000013900382,0.000009135907,0.00017963532],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99910504,0.000051500487,0.00037642248,0.00012786583,0.0002074637,0.00013173318],"domain_scores_gemma":[0.99875665,0.0003330704,0.00012811937,0.00028997334,0.00047756243,0.000014642681],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00073623366,0.00007310651,0.00013280618,0.0002098669,0.00006127711,0.000010602997,0.000055726494,0.0000443616,0.00002795077],"category_scores_gemma":[0.0016121006,0.000051276373,0.000044970282,0.0011762497,0.00013983215,0.000080282254,0.00001698651,0.00015267127,0.00001880238],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003078367,0.00015359074,0.78723174,0.00007050687,0.00007479659,0.0000011330801,0.0058938647,0.00005939302,0.035195805,0.00564705,0.014627829,0.15073645],"study_design_scores_gemma":[0.0003942496,0.00041213058,0.98928964,0.00017629276,0.0000038129024,0.0000013538712,0.0002609049,0.00051565096,0.0053358506,0.0017978408,0.001757943,0.00005435708],"about_ca_topic_score_codex":0.00028440863,"about_ca_topic_score_gemma":0.000012346193,"teacher_disagreement_score":0.20205787,"about_ca_system_score_codex":0.00020239552,"about_ca_system_score_gemma":0.000083823565,"threshold_uncertainty_score":0.20909898},"labels":[],"label_agreement":null},{"id":"W2899534397","doi":"10.1093/geroni/igy023.1396","title":"SENIOR SERVICES THAT SUPPORT HOUSING FIRST IN METRO VANCOUVER, CANADA","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Fraser Institute; Simon Fraser University","funders":"","keywords":"Affordable housing; Citizen journalism; Service provider; Service (business); Business; Order (exchange); Housing First; Aging in place; Supportive housing; Participatory action research; Public relations; Economic growth; Nursing; Gerontology; Political science; Medicine; Marketing; Finance; Mental health; Economics","score_opus":0.04267952126548133,"score_gpt":0.37621293697815955,"score_spread":0.33353341571267825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899534397","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9928185,0.000017167957,0.000094346695,0.00051203533,0.002397628,0.00020235086,0.000005699108,0.000039507133,0.0039127604],"genre_scores_gemma":[0.9981883,0.0000054990664,0.00014922554,0.0010296803,0.00035573257,0.000034164917,0.000017577755,0.000018196426,0.00020161454],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985946,0.00009227144,0.0005375653,0.00017731944,0.0002256008,0.00037268503],"domain_scores_gemma":[0.9992764,0.00013380375,0.0002184461,0.0001316193,0.0002157911,0.000023941428],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007072711,0.00009846801,0.00023883197,0.0003237484,0.0003887549,0.000013566807,0.00011539821,0.00009397087,0.00028244153],"category_scores_gemma":[0.00004621195,0.00010001796,0.000008399764,0.001430754,0.000022700417,0.00022194325,0.00006242593,0.00029338762,0.000014953366],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000053957524,0.000009560644,0.97537225,0.00014808445,0.0000030069743,0.000010389088,0.022123566,0.0000069481644,0.000020234038,0.0005055497,0.0005042155,0.0012907818],"study_design_scores_gemma":[0.0011336404,0.000016012842,0.48903173,0.0008369795,0.000004403166,2.8281367e-8,0.44059172,0.0005125413,0.00058990467,0.00086816424,0.066088505,0.00032634562],"about_ca_topic_score_codex":0.7743807,"about_ca_topic_score_gemma":0.9993121,"teacher_disagreement_score":0.48634052,"about_ca_system_score_codex":0.0005555612,"about_ca_system_score_gemma":0.00050835614,"threshold_uncertainty_score":0.4078614},"labels":[],"label_agreement":null},{"id":"W2899537680","doi":"10.1093/geroni/igy023.389","title":"THE EFFECT OF CHRONIC POLYPHARMACY, THE DRUG BURDEN INDEX (DBI) AND DEPRESCRIBING ON PHYSICAL FUNCTION IN AGED MICE","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Biochemical effects in animals","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Citalopram; Polypharmacy; Deprescribing; Anesthesia; Anticholinergic; Simvastatin; Pharmacology; Internal medicine; Antidepressant","score_opus":0.011000472224963136,"score_gpt":0.30146404182939385,"score_spread":0.2904635696044307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899537680","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.997098,0.00016562478,0.00009562707,0.001485105,0.00015160267,0.000425513,3.8833682e-7,0.000020771096,0.00055735064],"genre_scores_gemma":[0.99910456,0.000005817972,0.0000086367045,0.0003130299,0.0004924522,0.00002741927,0.000002741826,0.000012402712,0.000032930093],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990486,0.0001442937,0.0002697306,0.00017434936,0.00019761722,0.00016541235],"domain_scores_gemma":[0.9989164,0.00073667464,0.0001103077,0.00016719848,0.0000560221,0.00001342447],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011330552,0.000101066784,0.00015477957,0.00015652625,0.000078660356,0.000019024717,0.00008330037,0.000039732215,0.000004374971],"category_scores_gemma":[0.0004685135,0.000059854356,0.000018686822,0.0009316967,0.0001938073,0.000055350258,0.000054888675,0.00040494505,0.0000040725895],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00071046775,0.000028734035,0.045265693,0.00011881808,0.00002282167,0.0000023456332,0.00092936284,0.000019655294,0.89871055,0.00062945107,0.0002973656,0.053264733],"study_design_scores_gemma":[0.003939465,0.0006490547,0.18793544,0.00087742606,0.000033704346,0.000009017371,0.00018898811,0.020976515,0.784396,0.00039934803,0.0004632641,0.00013180448],"about_ca_topic_score_codex":0.0001460958,"about_ca_topic_score_gemma":0.00002090861,"teacher_disagreement_score":0.14266974,"about_ca_system_score_codex":0.00011432149,"about_ca_system_score_gemma":0.000026334497,"threshold_uncertainty_score":0.24407898},"labels":[],"label_agreement":null},{"id":"W2899542286","doi":"10.1093/geroni/igy023.3099","title":"FRENCH SPEAKING OLDER ADULTS AGING IN PLACE IN OFFICIAL LANGUAGE MINORITY COMMUNITIES","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Government of Prince Edward Island; Université de Moncton","funders":"","keywords":"Citizen journalism; Thematic analysis; Context (archaeology); Focus group; Face (sociological concept); Health care; Social Welfare; Official language; Aging in place; Gerontology; Qualitative research; Service (business); Political science; Sociology; Gender studies; Psychology; Medicine; Geography; Business; Social science","score_opus":0.09070553047542884,"score_gpt":0.462616304872419,"score_spread":0.37191077439699016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899542286","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98214763,0.0001152534,0.00013536774,0.0021888101,0.0008723767,0.0005039595,0.0000050334324,0.00005166784,0.013979878],"genre_scores_gemma":[0.99754685,0.0000057657426,0.00030623077,0.0011474598,0.0006757111,0.00005548961,0.000026829039,0.000014725593,0.00022092939],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99678785,0.0012743225,0.0011027241,0.00017906686,0.00019569104,0.0004603738],"domain_scores_gemma":[0.9981981,0.0009024568,0.00040354577,0.0002389855,0.00023350328,0.000023438934],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0042352006,0.00012352376,0.00023546831,0.0009224055,0.0002892925,0.000021705955,0.00015715665,0.00016399317,0.00024971878],"category_scores_gemma":[0.00058312644,0.00013093666,0.000010290154,0.0018140998,0.000039195416,0.000421445,0.0000976645,0.0011764687,0.00005220863],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018469007,0.0000314542,0.73082805,0.00037175918,0.0000016828088,0.000012100724,0.25635037,0.000009006676,0.0000457859,0.0012508074,0.00020421576,0.010876298],"study_design_scores_gemma":[0.0014287817,0.00002078879,0.8267008,0.004699106,0.0000011823388,0.000002057236,0.15575723,0.0016868754,0.000031545653,0.00009350738,0.00937216,0.00020594742],"about_ca_topic_score_codex":0.18764026,"about_ca_topic_score_gemma":0.33378118,"teacher_disagreement_score":0.14614092,"about_ca_system_score_codex":0.00032628328,"about_ca_system_score_gemma":0.0002629432,"threshold_uncertainty_score":0.8177693},"labels":[],"label_agreement":null},{"id":"W2899543340","doi":"10.1093/geroni/igy023.3026","title":"DIET QUALITY IS ASSOCIATED WITH FRAILTY IN THE PHYSICIAN’S HEALTH STUDY","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health and Lifestyle Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Aging","funders":"","keywords":"Medicine; Dash; Mediterranean diet; Quartile; Polypharmacy; Odds; Mood; Gerontology; DASH diet; Frailty syndrome; Logistic regression; Demography; Internal medicine; Frailty Index; Blood pressure; Confidence interval","score_opus":0.21736135844195556,"score_gpt":0.525704709757981,"score_spread":0.3083433513160254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899543340","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96609014,0.000019064179,0.000078197394,0.024396783,0.0002645614,0.0012426695,0.000010983483,0.00005151599,0.007846094],"genre_scores_gemma":[0.94333416,0.0000031693166,0.00003206405,0.05585661,0.0003464551,0.0002211511,0.000014513904,0.0000116284955,0.00018021479],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962228,0.0016147024,0.0010325076,0.00024314865,0.00034731725,0.0005395591],"domain_scores_gemma":[0.99819607,0.00067050284,0.0005052572,0.0002606034,0.0003424508,0.000025122898],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0070101004,0.00012035031,0.00029391164,0.00023284544,0.0008575959,0.000009835546,0.00014463415,0.000056895293,0.00003505188],"category_scores_gemma":[0.00075268064,0.00008193053,0.00000959394,0.0028777842,0.00006417418,0.00011328813,0.000049329392,0.0007259096,0.000041494255],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004470364,0.00021616995,0.84254867,0.00005280523,0.000010472604,0.0000014984463,0.14790988,5.5920066e-7,0.0000026101277,0.0018259367,0.005551345,0.0018353419],"study_design_scores_gemma":[0.0011583705,0.00027928458,0.9212984,0.0002775295,0.0000014001068,4.4972232e-8,0.07042008,0.000021170763,0.0000011218351,0.0004642891,0.005992831,0.00008551571],"about_ca_topic_score_codex":0.004956612,"about_ca_topic_score_gemma":0.016839487,"teacher_disagreement_score":0.07874968,"about_ca_system_score_codex":0.0003307957,"about_ca_system_score_gemma":0.0004332397,"threshold_uncertainty_score":0.93968296},"labels":[],"label_agreement":null},{"id":"W2899543484","doi":"10.1093/geroni/igy023.2288","title":"AGEISM IN EVERYDAY CONTEXTS: FACTORS THAT INFLUENCE PERCEPTIONS AND OUTCOMES","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Psychology; Perception; Social psychology; Interpersonal communication; Coping (psychology); Agency (philosophy); Context (archaeology); Everyday life; Racism; Developmental psychology; Gender studies; Clinical psychology; Sociology","score_opus":0.15931427902538817,"score_gpt":0.43765491531808737,"score_spread":0.27834063629269923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899543484","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9937702,0.00000777491,0.00008222646,0.0018079404,0.00019529059,0.00018674436,0.0000013851944,0.000030943283,0.0039175143],"genre_scores_gemma":[0.9991131,0.000014075466,0.00006193753,0.0005074939,0.000029086219,0.000014939869,0.0000027532678,0.0000040594323,0.00025255143],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99906796,0.0000873231,0.00026970584,0.00017010471,0.0002126181,0.00019228349],"domain_scores_gemma":[0.9996218,0.00009623066,0.00006890011,0.00009637176,0.00009458566,0.00002209168],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008131197,0.000070688795,0.00009954366,0.00022683333,0.00021009841,0.00007617711,0.00009387959,0.00004684308,0.000112465335],"category_scores_gemma":[0.0004100575,0.00006671482,0.000011290888,0.0007314275,0.00033780263,0.0004191046,0.000032517128,0.000086532826,0.000010338613],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[9.644647e-7,0.000020329922,0.9453705,0.0000048046413,0.0000016297889,2.5940452e-7,0.044643786,0.0000018013877,0.00014825477,0.007938201,0.0000322967,0.001837154],"study_design_scores_gemma":[0.00016108002,0.000007676435,0.9768109,0.000036786376,9.640828e-7,4.1716298e-8,0.017686263,0.000008745807,0.00004940838,0.003868926,0.0012910545,0.00007815993],"about_ca_topic_score_codex":0.008069999,"about_ca_topic_score_gemma":0.011599834,"teacher_disagreement_score":0.031440377,"about_ca_system_score_codex":0.0001847266,"about_ca_system_score_gemma":0.000041477153,"threshold_uncertainty_score":0.99853534},"labels":[],"label_agreement":null},{"id":"W2899545580","doi":"10.1093/geroni/igy023.1758","title":"PLANNING FOR FUTURE AGING IN THE FAMILY CONTEXT","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Resilience and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Context (archaeology); Scale (ratio); Gerontology; Psychology; Retirement planning; Multilevel model; Advance care planning; Variance (accounting); Demography; Health care; Medicine; Actuarial science; Sociology; Business; Economic growth; Computer science; Economics","score_opus":0.06905869086452404,"score_gpt":0.4439573440691484,"score_spread":0.37489865320462434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899545580","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98067427,0.00020175408,0.0018821073,0.0022843305,0.0010149131,0.00030835852,0.0000014925151,0.000016789474,0.013615998],"genre_scores_gemma":[0.98967546,0.000001727934,0.00018154389,0.009255906,0.00059559103,0.00007912056,0.000010114245,0.000006959083,0.00019358267],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9991841,0.000048617796,0.00030061716,0.00015673898,0.00008357256,0.00022637771],"domain_scores_gemma":[0.9996401,0.00008608328,0.00008463949,0.0001317724,0.000049892045,0.0000075225807],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008673199,0.00006046163,0.000074552976,0.00026060065,0.00009060019,0.000021598573,0.00012994013,0.00004320108,0.000020858826],"category_scores_gemma":[0.00001978843,0.0000481212,0.000009544133,0.00089406705,0.000035129764,0.00010021211,0.000009981774,0.00014548273,0.000022806968],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009837141,0.000089884954,0.29762018,0.00004955402,0.0000069618377,0.000016866845,0.15639442,0.000013699323,0.0019191051,0.181776,0.011674035,0.3503409],"study_design_scores_gemma":[0.0015905281,0.00012862851,0.6797624,0.0002363047,0.0000018890962,0.000015299194,0.1932352,0.00027070846,0.00042253872,0.0034451634,0.120724015,0.00016730733],"about_ca_topic_score_codex":0.000208206,"about_ca_topic_score_gemma":0.00007244447,"teacher_disagreement_score":0.38214222,"about_ca_system_score_codex":0.00004664315,"about_ca_system_score_gemma":0.000023890223,"threshold_uncertainty_score":0.19623257},"labels":[],"label_agreement":null},{"id":"W2899552888","doi":"10.1093/geroni/igy023.2809","title":"SOLITUDE IN SOCIAL CONTEXT: ACCULTURATION, DESIRE, AND TIME IN SOLITUDE SHAPE SOLITUDE-LONELINESS LINKS","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University; University of British Columbia","funders":"","keywords":"Solitude; Loneliness; Acculturation; Psychology; Context (archaeology); Social isolation; Social relation; Immigration; Social psychology; History","score_opus":0.057709260741815385,"score_gpt":0.383091979413832,"score_spread":0.3253827186720166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899552888","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9782842,0.00007185256,0.00017233515,0.0165222,0.00028320006,0.0003520819,0.0000035005726,0.00004999301,0.004260679],"genre_scores_gemma":[0.9930483,0.000028255878,0.0002036673,0.0057049245,0.0007236234,0.00003980292,0.000015822005,0.000010979103,0.00022460811],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979065,0.00019319808,0.00081830646,0.00027467083,0.0002770316,0.00053028157],"domain_scores_gemma":[0.99920225,0.00017673585,0.00017149781,0.000078783254,0.00032485757,0.000045900142],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002174071,0.00012949244,0.00026265584,0.00042155944,0.00043063328,0.00017043648,0.00016190707,0.00024882355,0.0001231185],"category_scores_gemma":[0.0006724155,0.0001369822,0.000017343327,0.0015923047,0.00023203205,0.00054587354,0.00005695233,0.00034357337,0.000021664393],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038574224,0.000104495026,0.5691972,0.00010501253,0.0000075686667,0.000013110236,0.0705672,0.00001131405,0.00012692758,0.33807793,0.00095110596,0.0207996],"study_design_scores_gemma":[0.001037716,0.00001213899,0.96901935,0.00020599255,0.0000022616439,9.735217e-7,0.010064259,0.0014366318,0.000052271316,0.012572027,0.0053217215,0.00027466746],"about_ca_topic_score_codex":0.0048526376,"about_ca_topic_score_gemma":0.016063206,"teacher_disagreement_score":0.39982218,"about_ca_system_score_codex":0.00031303667,"about_ca_system_score_gemma":0.00032750278,"threshold_uncertainty_score":0.8963646},"labels":[],"label_agreement":null},{"id":"W2899553227","doi":"10.1093/geroni/igy023.1722","title":"OPTIMIZING ANTIPSYCHOTIC USE IN RESIDENTIAL CARE: THE ROLE OF ORGANIZATIONAL READINESS FOR CHANGE","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Island Health; University of Victoria","funders":"","keywords":"Dementia; Health care; Nursing; Psychology; Action (physics); Organizational culture; Medicine; Public relations; Political science","score_opus":0.07185827297952521,"score_gpt":0.39726457916289515,"score_spread":0.32540630618336996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899553227","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99487567,0.000111802605,0.0014502899,0.0012812926,0.0012315618,0.00063461193,0.000008890711,0.000021773543,0.00038413279],"genre_scores_gemma":[0.9978908,0.0000051768766,0.0010977602,0.00021774026,0.00058659,0.00006924021,0.00005609173,0.000014679142,0.0000619347],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990338,0.00007700219,0.0004713859,0.00012760345,0.00011140996,0.00017876082],"domain_scores_gemma":[0.9987259,0.00023113926,0.00020123382,0.0001333984,0.0007010145,0.0000072934595],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048250836,0.000058849677,0.00010952729,0.00041952563,0.00018910578,0.000011035486,0.00009109858,0.0000675485,0.000038040696],"category_scores_gemma":[0.00030932494,0.000050887484,0.000010684913,0.0019196464,0.000036203404,0.00017360994,0.000027381811,0.00013095846,0.0000042883694],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019671167,0.00004806262,0.8024297,0.00022467853,0.00001084511,8.88497e-7,0.15204898,0.00003087512,0.006927955,0.030217104,0.0021695993,0.0056946506],"study_design_scores_gemma":[0.00286429,0.00007889058,0.9066638,0.0011299006,0.00002008516,0.0000015594513,0.06351607,0.0010916952,0.0053425827,0.008863513,0.0101523455,0.0002752604],"about_ca_topic_score_codex":0.000822358,"about_ca_topic_score_gemma":0.00088840385,"teacher_disagreement_score":0.10423414,"about_ca_system_score_codex":0.00008848835,"about_ca_system_score_gemma":0.000096217766,"threshold_uncertainty_score":0.20751314},"labels":[],"label_agreement":null},{"id":"W2899553592","doi":"10.1093/geroni/igy023.1392","title":"A COORDINATED ANALYSIS EXAMINING PERSONALITY CHANGE IN OLDER ADULTS: CONSISTENT RESULTS DESPITE HETEROGENEITY BETWEEN DATASETS","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Mental Health Research Topics","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Neuroticism; Dementia; Personality; Context (archaeology); Psychology; Trait; Cognitive decline; Clinical psychology; Cognition; Big Five personality traits; Medical diagnosis; Medicine; Psychiatry; Social psychology; Computer science; Internal medicine","score_opus":0.225349128407304,"score_gpt":0.47399624433932563,"score_spread":0.24864711593202163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899553592","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99680454,0.00005896677,0.00030269654,0.00089416263,0.00017328566,0.0005660544,0.00041924985,0.000037988688,0.0007430698],"genre_scores_gemma":[0.9965396,0.0000022247507,0.00029776618,0.00085336366,0.00018713175,0.00013676214,0.0019333308,0.000012752074,0.00003706065],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971496,0.00049004215,0.0009831048,0.0005679635,0.00029671035,0.0005126145],"domain_scores_gemma":[0.9987387,0.00021386916,0.00028579505,0.00047683704,0.00021775004,0.00006704471],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003057332,0.00014651236,0.00029760634,0.0014784085,0.0000981624,0.000034647575,0.0002061167,0.00011933127,0.0002797723],"category_scores_gemma":[0.00030133344,0.00015995813,0.000024626106,0.005730423,0.00012191236,0.00018992352,0.00012104528,0.00034747992,0.000049555914],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014580034,0.00010490527,0.96459925,0.000057041223,0.00007921772,0.000030747513,0.009449278,8.1352835e-7,0.00002594542,0.00022167394,0.000213283,0.025072055],"study_design_scores_gemma":[0.0020367822,0.00007557481,0.9949759,0.00018398228,0.000016778919,0.0000017446326,0.0009336388,0.0007927734,0.00017245291,0.00001937893,0.00064866914,0.00014227066],"about_ca_topic_score_codex":0.0069061304,"about_ca_topic_score_gemma":0.0037715293,"teacher_disagreement_score":0.030376716,"about_ca_system_score_codex":0.00032357482,"about_ca_system_score_gemma":0.00003635831,"threshold_uncertainty_score":0.999707},"labels":[],"label_agreement":null},{"id":"W2899554386","doi":"10.1093/geroni/igy023.1956","title":"PALLIATIVE CARE FOR THE HOMELESS: A SCOPING REVIEW","year":2018,"lang":"en","type":"review","venue":"Innovation in Aging","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Baycrest Hospital; University of Toronto","funders":"","keywords":"Palliative care; Psychological intervention; End-of-life care; Grey literature; Medicine; Nursing; Population; Ethnic group; Gerontology; Family medicine; MEDLINE; Psychology; Sociology; Political science; Environmental health","score_opus":0.2618741365355836,"score_gpt":0.5612631798733543,"score_spread":0.29938904333777067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899554386","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00000520337,0.9897556,0.000692117,0.00015926253,0.0010055412,0.007599694,0.000043201893,0.00005319293,0.0006862017],"genre_scores_gemma":[0.00009144026,0.991823,0.00011498059,0.00041412542,0.0010647504,0.0060568987,0.000264913,0.00005938571,0.0001104697],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.99676883,0.00048241866,0.0017606147,0.00038407603,0.00019648238,0.00040758544],"domain_scores_gemma":[0.99544656,0.001875724,0.0012932239,0.0004503198,0.00091601803,0.000018181157],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020935617,0.00027205676,0.0019910687,0.0002759584,0.0008419989,0.000022922115,0.00035881595,0.00029830146,0.00009868368],"category_scores_gemma":[0.0012147329,0.00017967606,0.00015087817,0.0022152024,0.000055326924,0.00008140407,0.00011533254,0.000711468,0.00007005891],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[5.57614e-7,0.0000031857885,0.00008634865,0.42095143,0.000022089795,4.0285818e-7,0.011720062,4.104563e-8,4.2573496e-9,0.0028598334,0.00012302643,0.564233],"study_design_scores_gemma":[0.00008266775,0.0000042009724,0.000007668887,0.5114594,0.000070778915,1.04303775e-8,0.00992356,8.5128903e-7,3.4941728e-8,0.000081605955,0.47824928,0.00011989905],"about_ca_topic_score_codex":0.00010807777,"about_ca_topic_score_gemma":0.0013815709,"teacher_disagreement_score":0.56411314,"about_ca_system_score_codex":0.00039369456,"about_ca_system_score_gemma":0.0010506947,"threshold_uncertainty_score":0.73269767},"labels":[],"label_agreement":null},{"id":"W2899558970","doi":"10.1093/geroni/igy023.721","title":"IAGG WORLD-WIDE REPORTS ON THE ELDER CARE WORKFORCE","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Workforce; Latin Americans; Population ageing; Population; Aging in the American workforce; Work (physics); Gerontology; Political science; Economic growth; Medicine; Engineering; Environmental health","score_opus":0.033306389039508666,"score_gpt":0.327189568802913,"score_spread":0.29388317976340433,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899558970","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7817004,0.00010022215,0.0004914894,0.0057294597,0.00075752573,0.00020168137,2.939677e-7,0.00007887604,0.21094006],"genre_scores_gemma":[0.99232596,0.00001338281,0.00011787437,0.0020168019,0.0005934214,0.000023339615,0.0000026340483,0.0000067297938,0.004899856],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99904007,0.00007159277,0.00029353783,0.00016522569,0.00024032815,0.00018924769],"domain_scores_gemma":[0.99922264,0.00013179322,0.0001684433,0.00015901969,0.00030613248,0.000011981554],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000835498,0.0000705892,0.00007154709,0.00023053098,0.0006985007,0.00006559108,0.00009439619,0.000028106535,0.00016604294],"category_scores_gemma":[0.00050286093,0.000055183387,0.00001618822,0.0018982111,0.0001649307,0.00012758387,0.000021616523,0.0001108595,0.00002104246],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000028711884,0.000010486254,0.20109336,0.000003674495,0.000006282032,0.000006636521,0.56968415,0.000005672763,0.000009461153,0.20040768,0.024367712,0.004402011],"study_design_scores_gemma":[0.00014426814,0.000021392987,0.25081465,0.00023060717,0.0000068448608,7.951603e-7,0.027008535,0.000014570048,0.0008489515,0.038149066,0.68249506,0.00026525668],"about_ca_topic_score_codex":0.003050995,"about_ca_topic_score_gemma":0.029221294,"teacher_disagreement_score":0.65812737,"about_ca_system_score_codex":0.00008242183,"about_ca_system_score_gemma":0.000071445385,"threshold_uncertainty_score":0.9884929},"labels":[],"label_agreement":null},{"id":"W2899560463","doi":"10.1093/geroni/igy023.801","title":"DEVELOPING AGE-FRIENDLY CITIES: LEARNING FROM THE EXPERIENCE OF BRUSSELS, MANCHESTER, AND MONTREAL","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Theme (computing); Environmentally friendly; Variety (cybernetics); User Friendly; Regional science; Political science; Economic growth; Public relations; Geography; Computer science; Economics","score_opus":0.03792967297565124,"score_gpt":0.31258420165486,"score_spread":0.27465452867920875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899560463","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99183244,0.00015893506,0.0043189614,0.00090805616,0.00016379666,0.00007672275,5.6487374e-7,0.000029272893,0.0025112352],"genre_scores_gemma":[0.9982336,0.00011558212,0.0009108109,0.00018760582,0.00028118383,0.000010858131,0.0000028934553,0.000004347365,0.00025307812],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99919367,0.000081135724,0.0002671648,0.00013808212,0.00017627857,0.00014365728],"domain_scores_gemma":[0.99943584,0.0001806758,0.00015063306,0.00006683982,0.00015683152,0.000009207289],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005073898,0.00006191707,0.000091510665,0.00008895441,0.00052142254,0.000063830885,0.00010730971,0.000029646784,0.000024444369],"category_scores_gemma":[0.00031844905,0.000052373114,0.000007842872,0.00069509953,0.00034556712,0.00021736417,0.000042604777,0.0000814509,0.0000017411058],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000020038121,0.0000026849077,0.16446002,0.0000034219684,0.000004646478,7.730617e-7,0.8111269,0.000002283753,0.00010306195,0.020442024,0.00015521642,0.0036970137],"study_design_scores_gemma":[0.00023016905,0.000014179252,0.82387567,0.00014972441,0.000003792156,2.8736213e-7,0.146199,0.00010114483,0.00062754785,0.010986349,0.01766989,0.0001422557],"about_ca_topic_score_codex":0.04501767,"about_ca_topic_score_gemma":0.03142247,"teacher_disagreement_score":0.66492784,"about_ca_system_score_codex":0.000037962105,"about_ca_system_score_gemma":0.000064082764,"threshold_uncertainty_score":0.98625153},"labels":[],"label_agreement":null},{"id":"W2899561495","doi":"10.1093/geroni/igy023.2643","title":"A NETWORK PERSPECTIVE OF AGING AND FRAILTY","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Frailty Index; Perspective (graphical); Computer science; Set (abstract data type); Gompertz function; Affect (linguistics); Gerontology; Medicine; Psychology; Artificial intelligence; Machine learning","score_opus":0.029528253447072966,"score_gpt":0.30408129658929683,"score_spread":0.27455304314222384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899561495","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96939635,0.0000316686,0.0072395443,0.0010896779,0.00007183834,0.00016583492,0.0000010753583,0.000019833877,0.021984182],"genre_scores_gemma":[0.995609,0.000008149515,0.0030059097,0.0011916972,0.000102392536,0.000008198524,0.0000014840484,0.000010676634,0.000062501946],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988936,0.000060084316,0.00030958306,0.00031731577,0.00017747784,0.0002419165],"domain_scores_gemma":[0.9995873,0.00006849605,0.00015023455,0.00014515308,0.000024634614,0.000024165427],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009125936,0.000086403394,0.00010598252,0.00011106883,0.00010588005,0.000012364529,0.000075102675,0.00003629636,0.00035656776],"category_scores_gemma":[0.00013963558,0.00009489825,0.00000769636,0.0011190716,0.0002847356,0.00023664252,0.00013868904,0.0001506462,0.00004499765],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007456188,0.00003381511,0.9442592,0.000013616995,0.0000063435828,0.0000039669294,0.008422035,0.00044527563,0.01071264,0.009000441,0.00026624292,0.02682895],"study_design_scores_gemma":[0.0004370703,0.000047203328,0.96550083,0.00012990975,0.0000041217486,0.0000048476145,0.0020789136,0.002083004,0.004219243,0.022782452,0.0025174657,0.0001949363],"about_ca_topic_score_codex":0.0006265807,"about_ca_topic_score_gemma":0.00012317605,"teacher_disagreement_score":0.026634013,"about_ca_system_score_codex":0.00023281935,"about_ca_system_score_gemma":0.00001067778,"threshold_uncertainty_score":0.39041668},"labels":[],"label_agreement":null},{"id":"W2899564302","doi":"10.1093/geroni/igy023.1951","title":"ELDERLY SUICIDE PREVENTION POLICY IN SOUTH KOREA: EVIDENCE FROM NEWS BIG DATA ANALYSIS","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Aging","funders":"","keywords":"Government (linguistics); Social media; Big data; Psychology; Suicide prevention; Depression (economics); Suicidal behavior; Medicine; Poison control; Political science; Environmental health; Computer science","score_opus":0.18603796926695407,"score_gpt":0.4194719906844275,"score_spread":0.2334340214174734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899564302","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9852039,0.00036811398,0.010280535,0.0017373502,0.0004053905,0.00015835017,0.000021611228,0.00005069553,0.0017740417],"genre_scores_gemma":[0.997369,0.000018420766,0.00070793263,0.00062564417,0.00074243464,0.000028338181,0.0001930083,0.000012913298,0.00030230838],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99808264,0.00016461023,0.00072629174,0.0005539966,0.00018430076,0.00028817597],"domain_scores_gemma":[0.99858135,0.00020579042,0.00026756604,0.00081183243,0.00011633678,0.000017134107],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008564309,0.00013902615,0.0002673927,0.0019500896,0.0000717201,0.000051001934,0.0003868559,0.000081663835,0.00022068323],"category_scores_gemma":[0.0005701385,0.0001429024,0.00003187726,0.007626141,0.00006431156,0.0003272087,0.00017651141,0.00018653403,0.00011761212],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003516846,0.000040756055,0.945649,0.0000039041925,0.00018276785,0.000007324955,0.013780771,0.000011412032,0.00035951944,0.00075266964,0.00038766375,0.038789015],"study_design_scores_gemma":[0.00053798954,0.000040642153,0.99028224,0.00006149986,0.00007741141,5.501575e-7,0.0037741575,0.00030309733,0.00017511133,0.004282136,0.0002896541,0.00017549036],"about_ca_topic_score_codex":0.029590817,"about_ca_topic_score_gemma":0.01952651,"teacher_disagreement_score":0.044633236,"about_ca_system_score_codex":0.00008718427,"about_ca_system_score_gemma":0.000062289444,"threshold_uncertainty_score":0.99836457},"labels":[],"label_agreement":null},{"id":"W2899565995","doi":"10.1093/geroni/igy023.2908","title":"SOCIAL ROLES AS PREDICTORS OF PERSONALITY CHANGE IN 15 LONGITUDINAL STUDIES OF AGING","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Mental Health Research Topics","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Psychology; Personality; Trait; Spurious relationship; Big Five personality traits; Agreeableness; Developmental psychology; Successful aging; Context (archaeology); Cognitive aging; Longitudinal study; Cognition; Social psychology; Gerontology; Medicine; Extraversion and introversion; Biology","score_opus":0.3064044995756221,"score_gpt":0.5338847883181054,"score_spread":0.22748028874248327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899565995","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99470526,0.00051734055,0.000016931626,0.001387961,0.00031245867,0.00021894118,0.000005508057,0.000011147837,0.0028244276],"genre_scores_gemma":[0.99924254,0.000014655931,0.00006249918,0.00016435677,0.00037813408,0.00004414185,0.0000059743297,0.000007352325,0.000080349775],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985936,0.00015285928,0.00056700973,0.00017509406,0.00027211086,0.00023929987],"domain_scores_gemma":[0.9992807,0.00008838758,0.000227018,0.00010392617,0.00028654444,0.000013410608],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014889793,0.00007255366,0.00019725332,0.0005524302,0.00005177558,0.000003708514,0.0001046486,0.00005462707,0.00018723418],"category_scores_gemma":[0.00016494632,0.00007665426,0.00001501851,0.001300537,0.00023725168,0.00012406673,0.000071490394,0.00018240031,0.000007766461],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003726841,0.00008014292,0.9226107,0.00025957567,0.000020276346,0.000004131915,0.050992467,1.6910985e-7,0.00022157095,0.015710076,0.00015742096,0.009906185],"study_design_scores_gemma":[0.0005661892,0.00009020274,0.98924124,0.00021388316,0.00000217434,0.0000013847898,0.006680723,0.000023862378,0.0011820975,0.0015518975,0.00038614785,0.000060194667],"about_ca_topic_score_codex":0.0011645039,"about_ca_topic_score_gemma":0.00071953435,"teacher_disagreement_score":0.06663053,"about_ca_system_score_codex":0.00014699607,"about_ca_system_score_gemma":0.00004018299,"threshold_uncertainty_score":0.312587},"labels":[],"label_agreement":null},{"id":"W2899566494","doi":"10.1093/geroni/igy023.2910","title":"IS HEALTHY NEUROTICISM ASSOCIATED WITH MORTALITY? EVIDENCE FROM A 14-STUDY COORDINATED ANALYSIS","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health and Well-being Studies","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Neuroticism; Conscientiousness; Generalizability theory; Personality; Psychology; Meta-analysis; Big Five personality traits; Clinical psychology; Demography; Medicine; Developmental psychology; Social psychology; Extraversion and introversion; Internal medicine","score_opus":0.09112032506181053,"score_gpt":0.4183938331924027,"score_spread":0.3272735081305922,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899566494","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9923524,0.000059382895,0.0018280561,0.0036549633,0.0003950938,0.00040450774,0.000010167018,0.000108340646,0.0011870898],"genre_scores_gemma":[0.99279,0.0000025475533,0.000054907683,0.006739328,0.000110107205,0.00007159467,0.000023344905,0.000016669039,0.00019153429],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99771154,0.00035049164,0.0007573782,0.0004982885,0.0002766204,0.00040571069],"domain_scores_gemma":[0.99825346,0.0003839366,0.0003755785,0.0003827163,0.0005676587,0.00003663245],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001343041,0.00015902378,0.00036577595,0.0007777831,0.00021829098,0.000038509726,0.00015266331,0.000073991585,0.00027030465],"category_scores_gemma":[0.00062984944,0.00014732897,0.000025935458,0.008142791,0.00008711664,0.00013315212,0.000040273706,0.00027984826,0.00006800761],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006397323,0.00019194654,0.97972965,0.000005340992,0.0005199909,0.000024863839,0.017242085,0.00001281581,0.00001780803,0.00014061222,0.0013967273,0.0006541871],"study_design_scores_gemma":[0.00085046527,0.0003017644,0.9964012,0.000090203976,0.00014161911,3.3567025e-7,0.0012899053,0.00048246732,0.00001950169,0.00017077939,0.000107428976,0.0001443529],"about_ca_topic_score_codex":0.010513947,"about_ca_topic_score_gemma":0.0031364236,"teacher_disagreement_score":0.016671527,"about_ca_system_score_codex":0.0001120724,"about_ca_system_score_gemma":0.000068769084,"threshold_uncertainty_score":0.99607515},"labels":[],"label_agreement":null},{"id":"W2899573227","doi":"10.1093/geroni/igy023.1827","title":"CORRELATION OF THE BRADEN SCALE AND COMORBIDITIES WITH PRESSURE INJURY PREVALENCE IN A GERIATRIC HOSPITAL","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Pressure Ulcer Prevention and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Baycrest Hospital","funders":"","keywords":"Medicine; Comorbidity; Demographics; Pressure injury; Emergency medicine; Physical therapy; Intensive care medicine; Internal medicine","score_opus":0.017396721249106736,"score_gpt":0.33478358708419614,"score_spread":0.3173868658350894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899573227","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99139154,0.000073151445,0.0020413427,0.0011514494,0.00037147704,0.0009010443,0.0000059726153,0.000023220518,0.0040407893],"genre_scores_gemma":[0.9975349,0.000011725427,0.00019471656,0.00022437093,0.000059238388,0.00006263759,0.000002597136,0.000006343003,0.0019034985],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99902695,0.0001826189,0.00039170918,0.00012947495,0.00014541387,0.00012383456],"domain_scores_gemma":[0.99936986,0.000057769124,0.00027891062,0.0001509822,0.00013461949,0.000007881873],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00063131924,0.00006023501,0.00009280684,0.00024351971,0.0001170141,0.0000065609147,0.000096110845,0.00004899739,0.00007414764],"category_scores_gemma":[0.00007243646,0.000045810397,0.000006581641,0.00090293743,0.00008273408,0.00019768027,0.00011978251,0.00020638536,0.0000030434928],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023804894,0.000031415762,0.9838118,0.00038300196,0.0000070164883,1.9236174e-7,0.00685098,0.000028082613,0.00012024698,0.006549139,0.0010607378,0.0011335798],"study_design_scores_gemma":[0.00055683183,0.000036607187,0.9923509,0.0005499968,0.000010895575,2.2443791e-7,0.0011200346,0.0010044718,0.000106010055,0.0010796909,0.003119671,0.000064691754],"about_ca_topic_score_codex":0.00018799341,"about_ca_topic_score_gemma":0.00019463435,"teacher_disagreement_score":0.008539071,"about_ca_system_score_codex":0.000027546637,"about_ca_system_score_gemma":0.00004906123,"threshold_uncertainty_score":0.18680938},"labels":[],"label_agreement":null},{"id":"W2899575581","doi":"10.1093/geroni/igy023.724","title":"CANADIAN EXPERTISE IN AGING, A SUPPLY CHAIN MANAGEMENT ISSUE?","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University; University of Calgary; University of British Columbia","funders":"","keywords":"Workforce; Demographic change; Immigration; Distribution (mathematics); Gerontology; Aging in the American workforce; Medicine; Operations management; Business; Demographic economics; Economic growth; Geography; Economics; Environmental health; Population","score_opus":0.10035155693361371,"score_gpt":0.39937239825502596,"score_spread":0.29902084132141227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899575581","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85757047,0.000038378454,0.00011717336,0.02009588,0.00063805276,0.0004885482,0.0000016039519,0.000045224726,0.12100467],"genre_scores_gemma":[0.9952808,0.00002087486,0.0002032295,0.0017010778,0.0002698755,0.00007260825,0.0000075148428,0.0000085341835,0.0024354653],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.998551,0.00009736817,0.00037612213,0.00024803047,0.00028724803,0.00044023432],"domain_scores_gemma":[0.99960434,0.000013960371,0.00006178113,0.0001673249,0.00009022859,0.00006234937],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014658034,0.00008711113,0.000094544834,0.00065293116,0.00022954408,0.00008948971,0.00019352316,0.000046503552,0.0006268289],"category_scores_gemma":[0.00008796337,0.00010035433,0.000013337176,0.0018343937,0.0001362144,0.00019733394,0.000033605018,0.00008348555,0.00007709616],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000036561726,0.000055560617,0.80411035,0.00002643178,0.0000060585517,0.000012500984,0.08966424,0.0000094116485,0.00005807457,0.053390104,0.005689019,0.04697459],"study_design_scores_gemma":[0.0011811404,0.000046436995,0.45039693,0.00044871488,0.0000054474467,4.430486e-7,0.061218485,0.0005662355,0.00054076855,0.014230026,0.47077313,0.0005922367],"about_ca_topic_score_codex":0.48982963,"about_ca_topic_score_gemma":0.7788726,"teacher_disagreement_score":0.46508414,"about_ca_system_score_codex":0.0013257015,"about_ca_system_score_gemma":0.00013302032,"threshold_uncertainty_score":0.6863337},"labels":[],"label_agreement":null},{"id":"W2899580162","doi":"10.1093/geroni/igy023.1991","title":"THE PROBLEM WITH NO SOLUTION? EXPLORING UNWANTED SEXUAL ATTENTION IN RESIDENTIAL LONG-TERM CARE","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Sexual Assault and Victimization Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"Dementia; Harassment; Psychology; Context (archaeology); Human sexuality; Nursing; Clinical psychology; Social psychology; Medicine; Political science","score_opus":0.06011060149140978,"score_gpt":0.35032369893494597,"score_spread":0.2902130974435362,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899580162","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99016005,0.00004575606,0.0022728622,0.0015791896,0.0004690542,0.00028614356,7.194737e-7,0.00007099655,0.0051152576],"genre_scores_gemma":[0.9985918,0.000017537208,0.00025415793,0.000052643012,0.000432865,0.00007551423,0.00001368186,0.00000799696,0.00055382017],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99882364,0.00010386663,0.00032395183,0.00018124333,0.0003234221,0.000243856],"domain_scores_gemma":[0.9989676,0.000058367987,0.00013017046,0.0000837846,0.00074824336,0.000011862587],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007202036,0.00007493753,0.00007796891,0.0002500012,0.00090980803,0.00013693445,0.000112217625,0.000036628244,0.000015737085],"category_scores_gemma":[0.00010774642,0.000060397346,0.0000064317105,0.002118675,0.00020474398,0.00049201044,0.000041027004,0.000115539784,0.000018360926],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004218527,0.000020231812,0.93056834,0.000018800192,0.000011568002,0.0000027614667,0.053492103,0.00003980147,0.0003550175,0.0047324533,0.00020540049,0.010511344],"study_design_scores_gemma":[0.000965262,0.00008139532,0.905168,0.00023830066,0.000006692055,6.9106926e-7,0.088794135,0.00018011671,0.00023094866,0.0002683897,0.0038316706,0.0002344252],"about_ca_topic_score_codex":0.0010076006,"about_ca_topic_score_gemma":0.03173664,"teacher_disagreement_score":0.035302028,"about_ca_system_score_codex":0.000182806,"about_ca_system_score_gemma":0.00008929943,"threshold_uncertainty_score":0.98593163},"labels":[],"label_agreement":null},{"id":"W2899580529","doi":"10.1093/geroni/igy023.2077","title":"CHARACTERISTICS OF LOW AND HIGH DISTANCE DRIVERS: FINDINGS FROM THE OZCANDRIVE/CANDRIVE OLDER DRIVER COHORT STUDY","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Cohort; Psychosocial; Activities of daily living; Cohort study; Poison control; Psychology; Gerontology; Demography; Medicine; Environmental health; Physical therapy","score_opus":0.02219211020261452,"score_gpt":0.34354159898694003,"score_spread":0.3213494887843255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899580529","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.995474,0.00001121058,0.0014284686,0.00091952825,0.0008111946,0.0010247463,0.000054318854,0.000043255644,0.00023327819],"genre_scores_gemma":[0.9985539,0.000025717614,0.00019513827,0.0005808837,0.00028040243,0.00008776246,0.000025977775,0.000020437354,0.00022979148],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980714,0.00019800283,0.00080051896,0.00034429476,0.00028975136,0.00029604908],"domain_scores_gemma":[0.9979352,0.00066828926,0.00043452397,0.0003211213,0.000619694,0.00002121028],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006872061,0.00016610484,0.0003332547,0.0001699462,0.0005661062,0.000018275246,0.00018959632,0.00007393253,0.00011838599],"category_scores_gemma":[0.00048083367,0.00012976563,0.000013906748,0.0008555908,0.00028678728,0.00018441571,0.00023225592,0.00040254334,0.000020497193],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009385727,0.000058838297,0.9526025,0.00004435757,0.00005343206,0.0000023888856,0.044924706,2.920173e-7,0.00018530159,0.00084303686,0.0008659275,0.0004098336],"study_design_scores_gemma":[0.0010651605,0.000040315266,0.9893101,0.00083018164,0.000024792731,1.4076589e-7,0.007779746,0.000071070695,0.00007718882,0.00034624827,0.00032152623,0.0001335464],"about_ca_topic_score_codex":0.0009788028,"about_ca_topic_score_gemma":0.0019186406,"teacher_disagreement_score":0.037144963,"about_ca_system_score_codex":0.00013181473,"about_ca_system_score_gemma":0.00006466483,"threshold_uncertainty_score":0.52916884},"labels":[],"label_agreement":null},{"id":"W2899582436","doi":"10.1093/geroni/igy023.576","title":"GOALS ACROSS THE CAREGIVING CAREER EXPRESSED BY FAMILY CAREGIVERS OF PERSONS WITH DEMENTIA","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Dementia; Dyad; Family caregivers; Psychology; Relocation; Caregiver burden; Gerontology; Clinical psychology; Developmental psychology; Medicine; Disease","score_opus":0.025747936960053713,"score_gpt":0.32007765367618257,"score_spread":0.29432971671612884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899582436","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9892791,0.00017735708,0.0022658838,0.0011630983,0.000048095695,0.00035184008,0.000020537884,0.000020779118,0.0066733244],"genre_scores_gemma":[0.99878395,0.0000053136732,0.00014533264,0.00044800155,0.00004900361,0.000039638282,0.00002872818,0.00001382436,0.000486185],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987895,0.00004432898,0.00024548484,0.00019669447,0.0004373597,0.0002866445],"domain_scores_gemma":[0.99894327,0.00005151195,0.00010942854,0.00019394094,0.00067734154,0.000024480358],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004948814,0.000097444994,0.00015437698,0.00015879584,0.00013064477,0.000035361594,0.00011361403,0.000032578042,0.00011137678],"category_scores_gemma":[0.00005666617,0.000068742745,0.000027688093,0.001091845,0.00025077345,0.00012539944,0.00005853227,0.00014955566,0.0000042008173],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012646457,0.00008814571,0.74759465,0.00010987245,0.0006214667,0.000015114395,0.019195832,0.0000027698934,0.22062355,0.00018913393,0.006444957,0.00498805],"study_design_scores_gemma":[0.00520964,0.00072182284,0.6245441,0.0006128956,0.00048697222,0.000013545938,0.122868195,0.00019108545,0.23253898,0.000051120434,0.012421596,0.00034007968],"about_ca_topic_score_codex":0.00032656905,"about_ca_topic_score_gemma":0.00004375498,"teacher_disagreement_score":0.12305057,"about_ca_system_score_codex":0.00005209486,"about_ca_system_score_gemma":0.000087985776,"threshold_uncertainty_score":0.28032476},"labels":[],"label_agreement":null},{"id":"W2899582805","doi":"10.1093/geroni/igy023.3126","title":"OLD AND LONELY: THE LONELINESS NARRATIVE, MORAL REGULATION AND THE MEDIA","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nipissing University","funders":"","keywords":"Loneliness; Social media; Perspective (graphical); Narrative; Population; Psychology; Nonprobability sampling; Qualitative research; Intervention (counseling); Population ageing; Gerontology; Social psychology; Sociology; Medicine; Political science; Social science; Psychiatry; Demography","score_opus":0.06734369050932493,"score_gpt":0.3807849380920821,"score_spread":0.31344124758275715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899582805","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9753793,0.00020048537,0.0012963411,0.019139936,0.00031653314,0.00015618734,6.828636e-7,0.0000211875,0.0034893786],"genre_scores_gemma":[0.9976759,0.0000022925744,0.00008054172,0.00080194196,0.00024553214,0.000031060157,0.0000057324546,0.000006465512,0.001150514],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9991262,0.00021612781,0.00022896082,0.00017244098,0.00010371589,0.00015258633],"domain_scores_gemma":[0.99924153,0.00032720223,0.00008104327,0.00017527529,0.00016507905,0.000009849187],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015270755,0.00006655017,0.000094220355,0.00014198439,0.00022793897,0.00004013614,0.00008843696,0.000055776414,0.000091130074],"category_scores_gemma":[0.00020070506,0.0000387758,0.00000569545,0.00064380234,0.0007783991,0.00007971349,0.00004703391,0.0002040065,0.000011697485],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028102536,0.000022858816,0.2567748,0.000009729765,0.000034993765,0.0000040942846,0.17896633,0.0000037564178,0.00013215271,0.52686125,0.004572849,0.03233616],"study_design_scores_gemma":[0.0021690263,0.00002208334,0.94769704,0.000032127387,0.000005840811,0.000034765282,0.016388074,0.002616478,0.00008338724,0.03011007,0.0007385757,0.00010252388],"about_ca_topic_score_codex":0.00023085834,"about_ca_topic_score_gemma":0.00018006908,"teacher_disagreement_score":0.69092226,"about_ca_system_score_codex":0.000011120251,"about_ca_system_score_gemma":0.0000119115975,"threshold_uncertainty_score":0.28680438},"labels":[],"label_agreement":null},{"id":"W2899584488","doi":"10.1093/geroni/igy023.1883","title":"SEX AND HYPERTENSION: INFLUENTIAL FACTORS IN COGNITIVE PERFORMANCE AFTER PHYSICAL AND COGNITIVE INTERVENTIONS","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Bishop's University; Institut Universitaire de Gériatrie de Montréal; Université de Montréal; Concordia University","funders":"","keywords":"Cognition; Stroop effect; Psychological intervention; Blood pressure; Effects of sleep deprivation on cognitive performance; Medicine; Cognitive decline; Aerobic exercise; Analysis of variance; Cardiovascular fitness; Intervention (counseling); Cognitive skill; Physical therapy; Psychology; Physical fitness; Internal medicine; Psychiatry; Dementia","score_opus":0.055297011620954725,"score_gpt":0.3308663476498599,"score_spread":0.27556933602890515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899584488","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99851775,0.00043373214,0.000044665852,0.00029537358,0.00006292499,0.00017914908,0.0000040513964,0.000017081713,0.00044525403],"genre_scores_gemma":[0.998355,0.00002745311,0.00003277294,0.001347111,0.00012082629,0.000023015515,0.000010582836,0.000007856506,0.00007540856],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99931014,0.000022541175,0.00024642903,0.0001947602,0.00010177467,0.00012438877],"domain_scores_gemma":[0.9994847,0.000101134225,0.000050602743,0.000043499982,0.00029976835,0.000020266747],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014075407,0.00009798,0.00024500114,0.0003363353,0.000062187086,0.000016502761,0.000012071649,0.00003970925,0.000019068559],"category_scores_gemma":[0.00012655846,0.000082917184,0.000016663424,0.00047136968,0.0001821192,0.0001632226,0.00006887297,0.0001717798,0.00000347528],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016081273,0.00013522695,0.9755989,0.00012709024,0.00008136826,0.000030007606,0.007026452,5.946898e-8,0.0013111387,0.000040947165,0.00006345691,0.015424545],"study_design_scores_gemma":[0.0018491726,0.00014883604,0.98810166,0.0016894414,0.00013678701,0.000029541385,0.0027048693,0.0002817558,0.004779684,0.0000632881,0.00011013614,0.000104823965],"about_ca_topic_score_codex":0.000033541386,"about_ca_topic_score_gemma":0.000030189203,"teacher_disagreement_score":0.015319722,"about_ca_system_score_codex":0.0000051739676,"about_ca_system_score_gemma":0.00001318098,"threshold_uncertainty_score":0.33812645},"labels":[],"label_agreement":null},{"id":"W2899586337","doi":"10.1093/geroni/igy023.517","title":"APPRECIATIVE INQUIRY: BRIDGING RESEARCH AND PRACTICE IN A HOSPITAL SETTING","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Appreciative Inquiry and Organizational Change","field":"Business, Management and Accounting","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University; University of British Columbia; Vancouver General Hospital","funders":"","keywords":"Appreciative inquiry; Action research; Bridging (networking); Unit (ring theory); Focus group; Psychology; Health care; Medical education; Reflective practice; Nursing; Sociology; Medicine; Pedagogy; Political science; Computer science","score_opus":0.08019037806936713,"score_gpt":0.3655627694729621,"score_spread":0.285372391403595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899586337","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97167057,0.0000447404,0.0026694757,0.008588465,0.00041124658,0.00030887473,7.630988e-7,0.000056080124,0.016249778],"genre_scores_gemma":[0.99464595,0.000003614931,0.00071078516,0.001522418,0.0030071246,0.000024753566,0.00002258852,0.000020301135,0.000042467964],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986574,0.000053180385,0.0003738094,0.000306762,0.00031162056,0.00029721888],"domain_scores_gemma":[0.9981062,0.00046984726,0.00022687724,0.0000944832,0.0010979925,0.000004638842],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032494538,0.00010556411,0.00011286512,0.001300541,0.00022387519,0.00024205717,0.000118484655,0.000057189805,0.0000405381],"category_scores_gemma":[0.005264558,0.000117562566,0.0000058463784,0.0056002517,0.00019503385,0.002534444,0.0002521213,0.00030061026,0.000064841435],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000100565,0.00032499735,0.5954474,0.00014199367,0.000021441814,0.00003634381,0.041017354,0.00003901617,0.0014138948,0.33331594,0.005305925,0.022835124],"study_design_scores_gemma":[0.0027714723,0.00012232638,0.7533611,0.0011686017,0.000012807268,0.000010780281,0.07227498,0.011566912,0.0014929475,0.086459525,0.06970726,0.0010512652],"about_ca_topic_score_codex":0.00017809159,"about_ca_topic_score_gemma":0.000071252136,"teacher_disagreement_score":0.24685642,"about_ca_system_score_codex":0.00010475067,"about_ca_system_score_gemma":0.00002696162,"threshold_uncertainty_score":0.63025475},"labels":[],"label_agreement":null},{"id":"W2899586753","doi":"10.1093/geroni/igy023.2191","title":"DO STRESS PERCEPTIONS MITIGATE THE LINKS BETWEEN POSITIVE AND NEGATIVE EMOTION VARIABILITY AND INFLAMMATION?","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Stress Responses and Cortisol","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Inflammation; Perception; Psychology; Clinical psychology; Medicine; Internal medicine; Developmental psychology; Neuroscience","score_opus":0.027598892529187763,"score_gpt":0.3093480629347104,"score_spread":0.2817491704055226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899586753","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9947206,0.0000030472304,0.0019226004,0.002028504,0.000050165574,0.00022771848,0.000027783588,0.000025246225,0.0009943455],"genre_scores_gemma":[0.99945706,0.000017024411,0.00010154189,0.0001986581,0.0001508786,0.000018711497,0.0000044762496,0.0000056362987,0.00004599497],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99899095,0.00023723955,0.00027162908,0.00025085593,0.00012937402,0.000119954246],"domain_scores_gemma":[0.9989924,0.00059930497,0.000118245014,0.00012892486,0.00014377448,0.000017346834],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020278708,0.00007970855,0.00007708893,0.00015521138,0.00030029836,0.00013127623,0.000068702975,0.000059880836,0.00004823097],"category_scores_gemma":[0.00089622196,0.000064647604,0.000007912345,0.00076862064,0.0002998518,0.00027070506,0.00006816806,0.0002152572,0.000006789361],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000077337485,0.00003226528,0.56299525,0.00003381933,0.000010337106,0.0000035767664,0.023440545,0.00006892336,0.098857164,0.03216519,0.000019173014,0.28229645],"study_design_scores_gemma":[0.00022984539,0.00004509388,0.9531852,0.000072649775,0.0000049032224,0.0000040653167,0.00082934526,0.0019395682,0.036596276,0.0069494233,0.000057569818,0.000086058506],"about_ca_topic_score_codex":0.000047730264,"about_ca_topic_score_gemma":0.000012577693,"teacher_disagreement_score":0.39018998,"about_ca_system_score_codex":0.000030872758,"about_ca_system_score_gemma":0.000020069983,"threshold_uncertainty_score":0.26362526},"labels":[],"label_agreement":null},{"id":"W2899589059","doi":"10.1093/geroni/igy023.492","title":"PARTNERSHIPS TO IMPROVE AGING IN CALIFORNIA: PERSPECTIVES FROM HRSA’S GERIATRIC WORKFORCE ENHANCEMENT PROGRAMS","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Workplace Health, Safety and Compensation Commission","funders":"","keywords":"Workforce; General partnership; Autonomy; Thematic analysis; Context (archaeology); Psychology; Scale (ratio); Nursing; Medical education; Public relations; Qualitative research; Medicine; Sociology; Political science","score_opus":0.19149831518808788,"score_gpt":0.4226718361928092,"score_spread":0.2311735210047213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899589059","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9820542,0.00005852844,0.0018133018,0.0054320525,0.00048055573,0.0007550032,0.000002505113,0.00006362254,0.009340235],"genre_scores_gemma":[0.997684,0.000013831971,0.0007819578,0.00031789023,0.0006716585,0.00017953149,0.000012810504,0.000011449598,0.0003268576],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9979797,0.00015290764,0.0005328525,0.00043805732,0.0004181987,0.000478265],"domain_scores_gemma":[0.99933314,0.000060580212,0.0001384823,0.00019530747,0.00021652391,0.000055941935],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017914351,0.00012988923,0.00015844221,0.00032202204,0.00022852614,0.00015762402,0.00020375558,0.00006409417,0.00015776254],"category_scores_gemma":[0.00033412853,0.00013755511,0.000025289677,0.002574828,0.00017198401,0.00022595051,0.00007027564,0.00014877769,0.000067421686],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034411045,0.00029797936,0.69033927,0.000021699858,0.000013601461,0.0000021318967,0.19468342,0.000012391943,0.0025750282,0.023165125,0.00024232567,0.08861265],"study_design_scores_gemma":[0.003910684,0.0005867918,0.24105762,0.0013881854,0.00004253647,3.4348605e-7,0.505032,0.00065946335,0.015734196,0.0783074,0.15095508,0.002325696],"about_ca_topic_score_codex":0.005156558,"about_ca_topic_score_gemma":0.0074368874,"teacher_disagreement_score":0.44928163,"about_ca_system_score_codex":0.00089543464,"about_ca_system_score_gemma":0.00011876128,"threshold_uncertainty_score":0.77952075},"labels":[],"label_agreement":null},{"id":"W2899597598","doi":"10.1093/geroni/igy023.3157","title":"BRINGING DIVERSE STORIES OF AGING INTO THE CLASSROOM: A FOCUS ON LGBTQ+ AGING","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Lakehead University; Saint Paul University; University of Guelph","funders":"","keywords":"Narrative; Curriculum; Digital storytelling; Storytelling; Psychology; Population ageing; Population; Pedagogy; Sociology","score_opus":0.06434624782314757,"score_gpt":0.3963946465618707,"score_spread":0.3320483987387231,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899597598","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9562517,0.00017813365,0.0036020821,0.004652015,0.00089539733,0.00017213298,0.0000013106202,0.00009383663,0.034153428],"genre_scores_gemma":[0.99695134,0.0000019980698,0.0003818753,0.000471697,0.00039590182,0.000029109806,0.000004087074,0.000024288629,0.0017397252],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980829,0.00021724477,0.00053344877,0.0003824299,0.00030677745,0.00047722537],"domain_scores_gemma":[0.998584,0.00036490752,0.00024307186,0.00047640246,0.0003064114,0.000025257888],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017448209,0.00016483793,0.00021712799,0.00082025543,0.0003381283,0.000044519318,0.00036525098,0.00009445465,0.00021436509],"category_scores_gemma":[0.00024574206,0.00014149159,0.00003624996,0.001869108,0.00038935628,0.00015351301,0.00015541406,0.00054253946,0.00010698219],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009817671,0.0001240174,0.46417698,0.000058957714,0.00012601809,0.000049230828,0.18727429,0.000040375307,0.0017782206,0.17433509,0.0035345075,0.16840413],"study_design_scores_gemma":[0.00733164,0.000900642,0.6092146,0.002329027,0.000092520066,0.000114088245,0.27070403,0.0035406568,0.031694867,0.041780286,0.03036033,0.0019373457],"about_ca_topic_score_codex":0.0021882146,"about_ca_topic_score_gemma":0.0004230821,"teacher_disagreement_score":0.16646679,"about_ca_system_score_codex":0.00013963044,"about_ca_system_score_gemma":0.00005401705,"threshold_uncertainty_score":0.57698596},"labels":[],"label_agreement":null},{"id":"W2899598834","doi":"10.1093/geroni/igy023.1159","title":"DIGITAL STORYTELLING IN INTERVENTIONS WITH OLDER ADULTS—WHAT DOES THE LITERATURE SAY?","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Storytelling; Psychological intervention; Psychology; Digital storytelling; Narrative; Reminiscence; Social connectedness; Dementia; Developmental psychology; Applied psychology; Social psychology; Medicine; Pedagogy; Cognitive psychology","score_opus":0.012710597439488087,"score_gpt":0.2928804323442977,"score_spread":0.2801698349048096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899598834","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98708713,0.00029610094,0.0010436608,0.009399605,0.00039898593,0.0002932218,0.000002217969,0.00012710446,0.0013519704],"genre_scores_gemma":[0.9987845,0.000029804936,0.00026126608,0.00031591227,0.00015434434,0.000032781296,0.000008554384,0.000009536546,0.0004032902],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9989946,0.00005753737,0.00031048406,0.00021468989,0.00019228872,0.00023043429],"domain_scores_gemma":[0.9993506,0.000080481484,0.00012498022,0.0001772491,0.00025489926,0.00001179239],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005982496,0.00008630562,0.00008505079,0.00051170454,0.00023636807,0.00039774197,0.00025800124,0.000095953445,0.000030489671],"category_scores_gemma":[0.00024098737,0.00005679117,0.000020370226,0.0032164562,0.00036530834,0.001370014,0.000043203567,0.00031939562,0.000011506223],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002989697,0.00015345313,0.2875292,0.0000670685,0.000022381271,0.000021736456,0.37252533,0.000015440586,0.00004676913,0.060050845,0.00022480047,0.27931306],"study_design_scores_gemma":[0.0038303433,0.00017408321,0.24283871,0.03604134,0.000019256424,0.00001732982,0.6436927,0.0004305134,0.0017661031,0.02251304,0.047561932,0.001114697],"about_ca_topic_score_codex":0.00017406112,"about_ca_topic_score_gemma":0.011342663,"teacher_disagreement_score":0.27819836,"about_ca_system_score_codex":0.00010795063,"about_ca_system_score_gemma":0.000053293414,"threshold_uncertainty_score":0.63294727},"labels":[],"label_agreement":null},{"id":"W2899601216","doi":"10.1093/geroni/igy023.2766","title":"COVARIATION BETWEEN CHANGE IN NEUROTICISM AND CHANGE IN COGNITIVE FUNCTIONING","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Personality Traits and Psychology","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Neuroticism; Psychology; Cognition; Cognitive psychology; Developmental psychology; Personality; Social psychology; Psychiatry","score_opus":0.19351483905634215,"score_gpt":0.41645029815511503,"score_spread":0.22293545909877288,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899601216","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99139345,0.00005432552,0.00083354505,0.0027208705,0.0006363213,0.00033124714,0.000008830606,0.000024518378,0.003996889],"genre_scores_gemma":[0.9942072,0.0000029201144,0.00006599587,0.004816664,0.0006526733,0.00015076673,0.00004659111,0.000012109728,0.000045085544],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988279,0.00014549501,0.00039153537,0.0003094624,0.000081335726,0.00024432005],"domain_scores_gemma":[0.99956125,0.00013808947,0.0001210283,0.00008111261,0.00008331607,0.000015217221],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008449525,0.000099035395,0.0001570011,0.0009260675,0.000041485728,0.000021351625,0.00004926729,0.00011937145,0.00027056632],"category_scores_gemma":[0.0000776947,0.00011573666,0.00000772424,0.0016492822,0.00006833306,0.0002329165,0.000021207054,0.0002603762,0.00002858273],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036448768,0.000041301675,0.8753521,0.000007185943,0.0000061143105,0.000009765498,0.039149895,1.1624958e-7,0.00007000627,0.0067714667,0.000019158395,0.07853648],"study_design_scores_gemma":[0.001372848,0.00006950324,0.99606615,0.00010776335,0.000003238957,0.000005428334,0.0006218573,0.0001278312,0.000010313908,0.0009734223,0.0005316848,0.0001099261],"about_ca_topic_score_codex":0.0021751826,"about_ca_topic_score_gemma":0.0011213114,"teacher_disagreement_score":0.12071413,"about_ca_system_score_codex":0.000041273874,"about_ca_system_score_gemma":0.000007892996,"threshold_uncertainty_score":0.4719604},"labels":[],"label_agreement":null},{"id":"W2899602542","doi":"10.1093/geroni/igy023.440","title":"INFLUENCE OF PARENTING AND SPOUSAL RELATIONSHIP ON SELF-ESTEEM IN MIDDLE AND OLD AGE","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Spouse; Affection; Self-esteem; Psychology; Developmental psychology; Structural equation modeling; Marital status; Demography; Social psychology","score_opus":0.060495629067783156,"score_gpt":0.3549784378019369,"score_spread":0.2944828087341537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899602542","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99619955,0.000018913192,0.0000064047035,0.000997732,0.00005175904,0.000086490516,4.8981315e-7,0.000015132292,0.0026235012],"genre_scores_gemma":[0.99892735,0.0000099307545,0.0002517568,0.0006921906,0.000045785528,0.0000036629538,7.330229e-7,0.0000026529,0.00006595752],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99932384,0.000057778943,0.0002772905,0.00009319505,0.000106857675,0.00014103192],"domain_scores_gemma":[0.99955237,0.00023988349,0.000088577675,0.000043363383,0.000059589758,0.00001624465],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000986328,0.00003622919,0.000071751005,0.00021289688,0.0001334815,0.000025226676,0.000035809615,0.00003989355,0.0000029628848],"category_scores_gemma":[0.0006326256,0.000039179697,0.0000029154478,0.0007561425,0.00009101225,0.0001784929,0.0000166823,0.000087588196,7.618088e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000017577886,0.000007577835,0.8540828,0.000037578644,4.2147735e-7,8.186691e-7,0.014026873,0.0000139825015,0.000008407969,0.13131262,0.0000041851818,0.00050295674],"study_design_scores_gemma":[0.00014298897,0.000009658114,0.9940236,0.00021216818,5.467219e-7,1.4847355e-7,0.0021386063,0.0000615741,0.000020055722,0.00273798,0.00061249634,0.000040129296],"about_ca_topic_score_codex":0.0039554005,"about_ca_topic_score_gemma":0.0037535196,"teacher_disagreement_score":0.13994083,"about_ca_system_score_codex":0.00004300041,"about_ca_system_score_gemma":0.000046078225,"threshold_uncertainty_score":0.59794086},"labels":[],"label_agreement":null},{"id":"W2899614208","doi":"10.1093/geroni/igy023.1318","title":"EFFECTS OF WISDOM AND RELIGIOSITY ON SUBJECTIVE WELL-BEING MEDIATED BY MASTERY AND PURPOSE IN LIFE","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Optimism, Hope, and Well-being","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Religiosity; Association (psychology); Psychology; Cohort; Young adult; Purpose in life; Developmental psychology; Clinical psychology; Demography; Gerontology; Social psychology; Medicine; Internal medicine; Sociology; Psychotherapist","score_opus":0.007167385465838817,"score_gpt":0.2671372423539748,"score_spread":0.25996985688813595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899614208","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98596144,0.00016157946,0.00029314548,0.00027598135,0.00029648797,0.00027587917,0.0000011084879,0.000027567696,0.012706812],"genre_scores_gemma":[0.99878836,0.000035769062,0.00008857836,0.0008918787,0.00007255913,0.000017692633,0.00000853621,0.000017469845,0.00007915579],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998826,0.00012975406,0.0004156009,0.00030672475,0.000111087735,0.0002108177],"domain_scores_gemma":[0.9991864,0.00040480535,0.00016579144,0.000128002,0.00008484293,0.000030186975],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056757475,0.00012993759,0.00021272166,0.00056154584,0.000048200465,0.000021775386,0.000062223095,0.000113630915,0.000016556043],"category_scores_gemma":[0.00021886443,0.00013849915,0.000009041589,0.0009769541,0.0001229538,0.00013338024,0.000043988388,0.00022018688,0.000012095859],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039780934,0.00022029922,0.90651083,0.00017175476,0.000051533727,0.000042412572,0.041623052,0.0000078567,0.029470608,0.010380055,0.0013529216,0.009770856],"study_design_scores_gemma":[0.005845056,0.00047853144,0.9419814,0.0009496849,0.000020213238,0.000011232734,0.0019260907,0.00071566115,0.040783256,0.0060227658,0.00076626206,0.0004998868],"about_ca_topic_score_codex":0.00030265268,"about_ca_topic_score_gemma":0.000025911491,"teacher_disagreement_score":0.03969696,"about_ca_system_score_codex":0.00003624832,"about_ca_system_score_gemma":0.000015788815,"threshold_uncertainty_score":0.5647831},"labels":[],"label_agreement":null},{"id":"W2899617256","doi":"10.1093/geroni/igy023.2651","title":"DETERMINATION OF CLINICALLY MEANINGFUL CHANGES IN FRAILTY MEASURES","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Medicine; Frailty Index; Quality of life (healthcare); Gerontology; Cohort; EQ-5D; Cohort study; Physical therapy; Demography; Internal medicine; Health related quality of life; Disease","score_opus":0.07997769500942459,"score_gpt":0.37163991718788475,"score_spread":0.29166222217846016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899617256","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9864354,0.000016098713,0.0047146245,0.0033612228,0.00023706572,0.00023823041,0.0000014152923,0.00003771712,0.004958183],"genre_scores_gemma":[0.9911712,0.000006054344,0.007680515,0.0007637641,0.00017701607,0.000015298448,0.000012459011,0.0000127202675,0.00016097717],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99858385,0.000042571282,0.00076430873,0.0001837765,0.00027501342,0.0001504645],"domain_scores_gemma":[0.99890196,0.00011234872,0.00025016975,0.00018946912,0.0005300434,0.000016016984],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011681373,0.00008264351,0.00019976495,0.00075023953,0.000016854656,0.000007464486,0.000075645876,0.000085931184,0.000058746304],"category_scores_gemma":[0.0021044398,0.000084359446,0.000014277023,0.0014853539,0.0000905941,0.00009872184,0.000029618566,0.0001808325,0.00001029351],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009758582,0.00012484987,0.62449294,0.00011156526,0.0000074316863,0.000012823394,0.005128981,0.000003426779,0.06309483,0.0010448273,0.00018712504,0.3056936],"study_design_scores_gemma":[0.0039176675,0.0005721922,0.89643997,0.0019473567,0.000015219368,0.000027125865,0.00077272183,0.0042175576,0.08521798,0.0031347012,0.0034869679,0.0002505069],"about_ca_topic_score_codex":0.00008332863,"about_ca_topic_score_gemma":0.00054970867,"teacher_disagreement_score":0.3054431,"about_ca_system_score_codex":0.00008675318,"about_ca_system_score_gemma":0.00006086993,"threshold_uncertainty_score":0.34400782},"labels":[],"label_agreement":null},{"id":"W2899617727","doi":"10.1093/geroni/igy023.2289","title":"IS AGEISM ACCEPTABLE WHEN IT COMES FROM A FAMILIAR PARTNER?","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Perception; Psychology; Social psychology; Developmental psychology","score_opus":0.1168673003217664,"score_gpt":0.42981969336450276,"score_spread":0.31295239304273637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899617727","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8391231,0.000085449705,0.0037930685,0.010393551,0.00076546706,0.00013083036,0.000009862943,0.00009252328,0.14560618],"genre_scores_gemma":[0.97315866,0.000001700716,0.00080130756,0.0058166953,0.00033363036,0.000044625063,0.00003378931,0.000016997798,0.019792598],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99858004,0.00011595476,0.00039289004,0.00035553082,0.00016897649,0.0003866092],"domain_scores_gemma":[0.99916923,0.00013520714,0.00009856018,0.0003857379,0.00018551532,0.000025768602],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00060073275,0.0001125811,0.00017031841,0.00039140135,0.000121910794,0.000045196746,0.00024937358,0.00012847217,0.006424483],"category_scores_gemma":[0.00008130426,0.00011451863,0.000019987214,0.00081106793,0.00015780053,0.00014309582,0.00007772348,0.00030509158,0.0014951172],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060564988,0.00011121675,0.44581267,0.000009325187,0.00009708918,0.000039226983,0.057708792,0.0000010172463,0.00059809576,0.021528356,0.40014273,0.073890924],"study_design_scores_gemma":[0.0029520912,0.0001257671,0.5241652,0.00014584523,0.000016615488,0.000013210049,0.016863603,0.0015105804,0.0026629386,0.040779434,0.41015366,0.000611012],"about_ca_topic_score_codex":0.0023085217,"about_ca_topic_score_gemma":0.00023432661,"teacher_disagreement_score":0.13403557,"about_ca_system_score_codex":0.000050786068,"about_ca_system_score_gemma":0.00003484347,"threshold_uncertainty_score":0.99928236},"labels":[],"label_agreement":null},{"id":"W2899621838","doi":"10.1093/geroni/igy023.2950","title":"THE IMPORTANCE OF COMMUNITY COHESION FOR AFRICAN AMERICAN CAREGIVERS: A MEAN TO COMPENSATE FOR A LACK OF SUPPORT?","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Cohesion (chemistry); Community cohesion; Psychology; Group cohesiveness; Mental health; African american; Welfare; Gerontology; Clinical psychology; Social psychology; Medicine; Political science; Sociology; Psychiatry","score_opus":0.062489060896268114,"score_gpt":0.37506622979089266,"score_spread":0.31257716889462456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899621838","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9864046,0.0000022995487,0.008775899,0.002332269,0.00016026356,0.00036322247,0.00002960571,0.000007577566,0.0019242538],"genre_scores_gemma":[0.99770147,0.0000018404255,0.0016489978,0.00041276054,0.00007038518,0.00003943226,0.000016970364,0.0000056424187,0.00010247528],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9992292,0.000080789236,0.00033306357,0.00006704359,0.00015130253,0.00013860146],"domain_scores_gemma":[0.9982239,0.00036050275,0.00029822005,0.00012118136,0.0009825685,0.000013605772],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017091458,0.000046225527,0.000111241105,0.000113889124,0.00041124882,0.000020818432,0.00019913097,0.000016639251,0.0000033595472],"category_scores_gemma":[0.0004252127,0.000041893545,0.000027564702,0.0007920559,0.00026726729,0.000058475394,0.000031233583,0.00004809876,2.3047532e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011648794,0.000044722517,0.027542155,0.000038979102,0.000021915797,9.367662e-8,0.17423393,0.00009851355,0.010330395,0.77479416,0.002283512,0.010495115],"study_design_scores_gemma":[0.0015327979,0.0014012646,0.053433597,0.00031834995,0.00002755017,4.3495177e-7,0.77452457,0.007802381,0.0113751935,0.046705138,0.1023197,0.0005590456],"about_ca_topic_score_codex":0.0021751965,"about_ca_topic_score_gemma":0.03430641,"teacher_disagreement_score":0.72808903,"about_ca_system_score_codex":0.000093873205,"about_ca_system_score_gemma":0.00011068146,"threshold_uncertainty_score":0.983315},"labels":[],"label_agreement":null},{"id":"W2899626797","doi":"10.1093/geroni/igy023.2176","title":"SOCIAL CLASS AS AN ECOLOGICAL FRAMEWORK FOR THE DEVELOPMENT OF WISDOM","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University; University of Waterloo","funders":"","keywords":"Interpersonal communication; Class (philosophy); Cognition; Psychology; Stratified sampling; Resource (disambiguation); Social psychology; Social class; Social skills; Ecology; Interpersonal relationship; Developmental psychology; Computer science; Political science; Mathematics; Biology; Artificial intelligence","score_opus":0.14636300052149487,"score_gpt":0.482923668282876,"score_spread":0.3365606677613811,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899626797","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92784595,0.000010361687,0.06101456,0.0039086454,0.0003453315,0.00018100865,6.9555324e-7,0.000023931056,0.0066694873],"genre_scores_gemma":[0.9907405,6.041106e-8,0.00782913,0.0006781737,0.000283634,0.000098539924,0.0000063337366,0.000006583529,0.00035709245],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9991213,0.00007788973,0.00032644274,0.00016146894,0.00009915444,0.00021372581],"domain_scores_gemma":[0.9991788,0.00038025202,0.000102102706,0.00012236774,0.00020728448,0.000009168297],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012363936,0.00005575949,0.000096901895,0.0001347478,0.00022619533,0.0000111410045,0.00017938188,0.0001343016,0.00029831988],"category_scores_gemma":[0.00022934578,0.000042162916,0.000012404352,0.0005233937,0.0002231699,0.000034174445,0.00003335755,0.00020686738,0.000039874867],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009849612,0.00015276801,0.025372928,0.000007028781,0.000036852663,9.561195e-7,0.03698625,7.047669e-7,0.000097589895,0.8777276,0.0014338165,0.058085002],"study_design_scores_gemma":[0.0013167774,0.0003003675,0.76496917,0.00003827125,0.000008420135,0.0000058516953,0.021682374,0.00039577892,0.0013626993,0.17957956,0.030103061,0.00023765545],"about_ca_topic_score_codex":0.000013971559,"about_ca_topic_score_gemma":0.00006617916,"teacher_disagreement_score":0.73959625,"about_ca_system_score_codex":0.000036797705,"about_ca_system_score_gemma":0.0000731219,"threshold_uncertainty_score":0.32663935},"labels":[],"label_agreement":null},{"id":"W2899628681","doi":"10.1093/geroni/igy023.1790","title":"ALL BEHAVIOUR HAS MEANING: CONCEPTUALIZING CHALLENGING ASSUMPTIONS IN DEMENTIA CARE","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Saint Vincent University","funders":"","keywords":"Dementia; Personhood; Meaning (existential); Psychology; Social model of disability; Epistemology; Sociology; Social psychology; Psychotherapist; Medicine; Psychiatry","score_opus":0.16623273567286773,"score_gpt":0.43013191013030944,"score_spread":0.2638991744574417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899628681","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.957383,0.00050039927,0.0034784377,0.0018505465,0.0006670897,0.00018455055,0.0000023049663,0.000103063365,0.035830643],"genre_scores_gemma":[0.998538,0.0000015239169,0.00051241554,0.00039303277,0.00016578322,0.00006737858,0.000038396036,0.000021171005,0.00026227022],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983592,0.0001555991,0.0004877898,0.00035676162,0.00016623785,0.00047442043],"domain_scores_gemma":[0.99933183,0.00007064313,0.00010906247,0.0002465057,0.00021694637,0.000025021473],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007467214,0.0001219323,0.00015557876,0.0008821587,0.00017079532,0.000048563143,0.0001842746,0.00012507435,0.0005365541],"category_scores_gemma":[0.0000751446,0.00014322027,0.000018879562,0.0009993338,0.00016991491,0.00013645802,0.00006683017,0.00041492432,0.00014820682],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013345603,0.00006332863,0.80631524,0.000013329855,0.00003889452,0.000040670093,0.12106809,0.000022439988,0.0002972543,0.06542493,0.00090671453,0.0057957866],"study_design_scores_gemma":[0.003363238,0.00012572,0.81490743,0.0003838603,0.000031424104,0.000035180587,0.16560483,0.0008583653,0.00067254,0.0017837654,0.011583482,0.00065018283],"about_ca_topic_score_codex":0.00079480326,"about_ca_topic_score_gemma":0.0011097571,"teacher_disagreement_score":0.06364116,"about_ca_system_score_codex":0.00013396337,"about_ca_system_score_gemma":0.000040655566,"threshold_uncertainty_score":0.58748907},"labels":[],"label_agreement":null},{"id":"W2899637548","doi":"10.1093/geroni/igy023.781","title":"USING SOCIAL NETWORK ANALYSIS TO ASSESS THE BENEFITS OF SOCIAL RELATIONSHIPS IN AN INTERGENERATIONAL DEMENTIA CHOIR","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Music Therapy and Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Choir; Loneliness; Feeling; Dementia; Psychology; Social isolation; Social network (sociolinguistics); Social network analysis; Social psychology; Sociology; Social capital; Pedagogy; Medicine; Computer science; World Wide Web; Psychiatry; Social media; Disease","score_opus":0.2548706458040426,"score_gpt":0.4487045110758812,"score_spread":0.1938338652718386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899637548","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97236776,0.000014158503,0.024773002,0.0015590555,0.0004213303,0.00012514899,0.000004802765,0.000010046961,0.00072471553],"genre_scores_gemma":[0.99626464,2.0570486e-7,0.0013800784,0.0010477952,0.001215314,0.000018362445,0.000043892684,0.000008001702,0.000021697197],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986052,0.0003268518,0.00058056385,0.00016951436,0.00013521008,0.00018263946],"domain_scores_gemma":[0.99939275,0.00006233378,0.00022246488,0.000103267754,0.00020847864,0.00001067787],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017872504,0.000067641755,0.00013883649,0.0005468994,0.0003365802,0.000024761217,0.000114614166,0.00007684232,0.0004965934],"category_scores_gemma":[0.000024721146,0.00006617776,0.000024189125,0.0042447206,0.000041843727,0.000110600224,0.00002270864,0.00019057149,0.0000040110635],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042603253,0.000056463934,0.58667874,0.000002656619,0.00011440151,1.7987493e-7,0.025348272,0.0052311183,0.00039957924,0.37773558,0.00058636075,0.0038040278],"study_design_scores_gemma":[0.00024113717,0.00001549514,0.99368644,0.000008862035,0.000026176696,2.1101428e-7,0.00084750104,0.002772183,0.00002225449,0.001805663,0.0005037062,0.000070350274],"about_ca_topic_score_codex":0.00016687125,"about_ca_topic_score_gemma":0.0044585424,"teacher_disagreement_score":0.4070077,"about_ca_system_score_codex":0.00007301241,"about_ca_system_score_gemma":0.000048521553,"threshold_uncertainty_score":0.54373497},"labels":[],"label_agreement":null},{"id":"W2899639588","doi":"10.1093/geroni/igy023.371","title":"EFFECT OF LONG-TERM POLYPHARMACY AND THE DRUG BURDEN INDEX (DBI) ON CARDIAC FUNCTION AND FIBROSIS IN AGED MICE","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Lipoproteins and Cardiovascular Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Polypharmacy; Simvastatin; Metoprolol; Pharmacology; Cardiac function curve; Anesthesia; Internal medicine; Heart failure","score_opus":0.008737213183691752,"score_gpt":0.28605450745958355,"score_spread":0.2773172942758918,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899639588","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99768454,0.00048577125,0.000118066055,0.000672317,0.00015654457,0.00062084896,9.717548e-7,0.0000121230705,0.00024881453],"genre_scores_gemma":[0.9992705,0.00006222722,0.000011399408,0.00027620592,0.00029823094,0.00003209712,0.0000075866933,0.00000972472,0.000031999858],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99904543,0.00020822202,0.0002744206,0.00015912046,0.00019882862,0.00011396366],"domain_scores_gemma":[0.9995553,0.00011581692,0.000087306384,0.00016011829,0.00006412245,0.000017335582],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022654193,0.00008490283,0.00025460322,0.00029149873,0.000049031347,0.000014539744,0.000025935638,0.00003633269,0.000005988296],"category_scores_gemma":[0.00010140083,0.00005912673,0.000030715244,0.0006928864,0.000094869654,0.000069397196,0.000026409247,0.00018630801,0.0000010429458],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014659747,0.000015843196,0.82274294,0.0005319432,0.00007525371,0.0000037462432,0.0017458695,0.0000053000244,0.014956475,0.00023575516,0.000039224415,0.15818168],"study_design_scores_gemma":[0.006181551,0.0001610421,0.9757866,0.00045894514,0.00004434245,0.000006713271,0.00009195748,0.00018696245,0.01690269,0.00004380177,0.00007172506,0.000063618565],"about_ca_topic_score_codex":0.0009722989,"about_ca_topic_score_gemma":0.000022289489,"teacher_disagreement_score":0.15811807,"about_ca_system_score_codex":0.00004385827,"about_ca_system_score_gemma":0.000023852373,"threshold_uncertainty_score":0.2411118},"labels":[],"label_agreement":null},{"id":"W2899644181","doi":"10.1093/geroni/igy023.398","title":"ARE YOU HURTING? FACTORS ASSOCIATED WITH PROXY REPORTED PAIN SEVERITY IN COMMUNITY-DWELLING PERSONS WITH DEMENTIA","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Pain Management and Opioid Use","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dementia; Proxy (statistics); Medicine; Depression (economics); Concordance; Clinical psychology; Physical therapy; Internal medicine; Disease","score_opus":0.048101379545365405,"score_gpt":0.29494180045013546,"score_spread":0.24684042090477004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899644181","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99499637,0.000007963166,0.0027017358,0.0006965968,0.000037020247,0.00041700288,0.000001355479,0.000113763104,0.0010282001],"genre_scores_gemma":[0.9981857,5.5704044e-7,0.00059054553,0.0008494214,0.00003685487,0.000019157016,0.00012571864,0.000022765,0.00016925811],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99854845,0.00025579572,0.00047161596,0.00019307497,0.0002643988,0.00026668166],"domain_scores_gemma":[0.99877644,0.00011922886,0.0005486318,0.00025757702,0.00027442785,0.000023723223],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032538583,0.00014803586,0.00022377161,0.00058914087,0.00019032134,0.000038408652,0.0000832997,0.00006116784,0.000024093093],"category_scores_gemma":[0.0011027368,0.00012435125,0.00001295798,0.0025100335,0.00008171191,0.00015435746,0.000034748347,0.00051032053,0.0000011270195],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042819476,0.00014563843,0.9939482,0.0000664588,0.00009599771,0.000036036134,0.005001669,0.000024012123,0.00025611967,0.000042890853,0.0001264923,0.00021365157],"study_design_scores_gemma":[0.001336459,0.00011038375,0.9824397,0.0013427441,0.00004348844,6.9516307e-7,0.008954287,0.004761685,0.0004229119,0.00005975621,0.00036221588,0.00016565279],"about_ca_topic_score_codex":0.00040392778,"about_ca_topic_score_gemma":0.0014069461,"teacher_disagreement_score":0.011508493,"about_ca_system_score_codex":0.0001669198,"about_ca_system_score_gemma":0.000051364932,"threshold_uncertainty_score":0.5070897},"labels":[],"label_agreement":null},{"id":"W2899644920","doi":"10.1093/geroni/igy023.2803","title":"NEIGHBORHOOD DANGER AND SLEEP PROBLEMS IN LATER LIFE: THE BUFFERING ROLE OF RELIGION","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Religion, Spirituality, and Psychology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Attendance; Sleep (system call); Residence; Quality of life (healthcare); Gerontology; Psychology; Medicine; Demography; Sociology; Political science; Psychotherapist","score_opus":0.02508817157966435,"score_gpt":0.32306415635441166,"score_spread":0.2979759847747473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899644920","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9757188,0.00039253267,0.00016061819,0.005914073,0.00021947284,0.00014424935,3.1836535e-7,0.000015419115,0.01743451],"genre_scores_gemma":[0.99856675,0.00006341424,0.000050444974,0.0010818723,0.00018808561,0.000010966116,0.0000012108584,0.0000046871432,0.000032548218],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991868,0.00010615395,0.00031252688,0.00012828554,0.00011876944,0.00014745478],"domain_scores_gemma":[0.99962306,0.000060563492,0.000103248734,0.00009899915,0.00010180575,0.00001229569],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001218965,0.000049159084,0.00008321137,0.00018519541,0.000095778116,0.00003117533,0.00010054171,0.00006584231,0.00001214566],"category_scores_gemma":[0.00013462764,0.00004038135,0.0000077065615,0.00097142556,0.00018272195,0.00013009373,0.00002483429,0.00009974253,0.0000037555476],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000068267204,0.000023419485,0.86087525,0.00001199285,0.0000047836556,3.2247758e-7,0.07240074,0.0000145174145,0.0022835853,0.0576652,0.0005636131,0.0061497744],"study_design_scores_gemma":[0.000923345,0.00006779905,0.7838518,0.00017928127,0.0000061481405,0.0000022114284,0.007684028,0.00051864446,0.001030952,0.1698242,0.03564793,0.0002636817],"about_ca_topic_score_codex":0.0047490657,"about_ca_topic_score_gemma":0.004043442,"teacher_disagreement_score":0.112159,"about_ca_system_score_codex":0.000023596918,"about_ca_system_score_gemma":0.000023073195,"threshold_uncertainty_score":0.7179199},"labels":[],"label_agreement":null},{"id":"W2899649473","doi":"10.1093/geroni/igy023.2790","title":"VARIABILITY MEASURES UNLOCK THE CLINICAL UTILITY OF GAITRITE ASSESSMENT FOR PREDICTING MILD COGNITIVE IMPAIRMENT","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Aging; Women and Children’s Health Research Institute; University of Alberta; University of Victoria","funders":"","keywords":"Normative; Logistic regression; Regression; Cognitive impairment; Psychology; Regression analysis; Cognition; Audiology; Clinical psychology; Statistics; Medicine; Mathematics; Psychiatry","score_opus":0.09607052351488188,"score_gpt":0.45242526477600115,"score_spread":0.35635474126111927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899649473","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94304043,0.000015979036,0.046717405,0.0013808585,0.0001834445,0.0018564893,0.000020535892,0.000028425158,0.006756417],"genre_scores_gemma":[0.9975239,0.0000068035824,0.0013559529,0.0005352242,0.00026469192,0.00018263694,0.000033266617,0.000010369985,0.00008714528],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99743474,0.00034206404,0.0010896106,0.0003281491,0.00051846384,0.00028700315],"domain_scores_gemma":[0.9962526,0.0010737152,0.00027704996,0.00022214418,0.0021339674,0.00004051384],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011463187,0.00011480784,0.00027261663,0.00021943223,0.00013766823,0.000022755494,0.00009810546,0.00006907291,0.00012482473],"category_scores_gemma":[0.0023747226,0.00008449454,0.00008286257,0.0010064967,0.00033433354,0.000093654555,0.00008524795,0.0003249667,0.0000022603026],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043435808,0.0005553643,0.9578663,0.00012276093,0.00008864217,9.762847e-7,0.0004189487,2.0270325e-7,0.0004011098,0.0002943536,0.00027495425,0.039542038],"study_design_scores_gemma":[0.0033182937,0.00072262704,0.9824571,0.00042476578,0.00006308975,0.0000022944141,0.0013548876,0.0051126974,0.0046140756,0.0015379017,0.00031900636,0.000073257135],"about_ca_topic_score_codex":0.000037863254,"about_ca_topic_score_gemma":0.000008797754,"teacher_disagreement_score":0.054483462,"about_ca_system_score_codex":0.00007508938,"about_ca_system_score_gemma":0.0004006946,"threshold_uncertainty_score":0.39729345},"labels":[],"label_agreement":null},{"id":"W2899659186","doi":"10.1093/geroni/igy023.2801","title":"REPORTS OF SEXUAL PROBLEMS AMONG PARTNERED AND UNPARTNERED OLDER MEN AND WOMEN: DO THEY CARRY DIFFERENT MEANINGS?","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Adolescent Sexual and Reproductive Health","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Human sexuality; Psychology; Sexual life; Sexual behavior; Reproductive health; Sexual dysfunction; Carry (investment); Clinical psychology; Developmental psychology; Sexual desire; Gerontology; Medicine; Psychiatry; Demography; Gender studies; Gynecology; Sociology; Population","score_opus":0.0705812518176124,"score_gpt":0.3981060871670727,"score_spread":0.3275248353494603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899659186","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9959518,0.00006348143,0.00009651936,0.000554521,0.00031366068,0.0007895046,0.0000024066894,0.000046734076,0.0021814157],"genre_scores_gemma":[0.9982757,0.000013042597,0.000060683018,0.00021208588,0.00030239281,0.00010075249,0.000011537793,0.000020638276,0.0010031735],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976821,0.00022804947,0.001016644,0.0004633701,0.00020992666,0.00039993494],"domain_scores_gemma":[0.99856544,0.000077098455,0.0006758619,0.00026722686,0.00034957484,0.00006479915],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001596495,0.00015324038,0.00030668202,0.00029174052,0.0003273407,0.000010603084,0.00004587961,0.00011307283,0.000042191943],"category_scores_gemma":[0.00020171727,0.000118292475,0.000005123607,0.00046289855,0.00019580228,0.00015885683,0.0001321331,0.00036713513,0.0000013885468],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025733092,0.000077989156,0.9044424,0.0006569386,0.000015094439,0.0000029012301,0.08321717,0.0000021525425,0.0075796447,0.00173127,0.0003561466,0.0018925061],"study_design_scores_gemma":[0.00075072417,0.000120662975,0.9631668,0.0005532127,0.000005528544,0.000005519661,0.029649228,0.00009642671,0.00042436869,0.004659155,0.0004000448,0.00016838589],"about_ca_topic_score_codex":0.00021538405,"about_ca_topic_score_gemma":0.0000989135,"teacher_disagreement_score":0.058724288,"about_ca_system_score_codex":0.00011068727,"about_ca_system_score_gemma":0.0000817107,"threshold_uncertainty_score":0.4823827},"labels":[],"label_agreement":null},{"id":"W2899668201","doi":"10.1093/geroni/igy023.122","title":"HIGH-INTENSITY INTERVAL TRAINING AND MODERATE-INTENSITY CONTINUOUS TRAINING EFFECTS IN OBESE OLDER ADULTS","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Cardiovascular and exercise physiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Interval training; Medicine; High-intensity interval training; Continuous training; Physical therapy; Aerobic exercise; Aerobic capacity; Obesity; Intensity (physics); Heart rate; Internal medicine; Blood pressure","score_opus":0.019440690247143518,"score_gpt":0.269701741862343,"score_spread":0.2502610516151995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899668201","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99561733,0.00007109611,0.0026888854,0.00042892352,0.0005431764,0.00033401954,9.780103e-7,0.00006296471,0.0002526009],"genre_scores_gemma":[0.99744695,0.0000064190012,0.00084384973,0.0012800465,0.00033436582,0.000019728608,0.00002787321,0.000020682271,0.000020092813],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99862313,0.000053945492,0.00046763127,0.0003838155,0.00014570521,0.00032574328],"domain_scores_gemma":[0.9992108,0.00006438162,0.00008466237,0.000195669,0.00040150213,0.000043039534],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00073195936,0.0001681374,0.00085479644,0.00048379242,0.000057237954,0.000022777838,0.00004613821,0.00010778968,0.000009020551],"category_scores_gemma":[0.00040784862,0.00016577657,0.000058133184,0.00073141995,0.0001270011,0.0001340993,0.00006549392,0.00036260294,0.0000065153404],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.012800189,0.0005773366,0.09963292,0.0011510799,0.0005454022,0.0015089894,0.23716545,0.00020344637,0.064539365,0.003840689,0.00076961727,0.5772655],"study_design_scores_gemma":[0.009496445,0.0003171787,0.93657905,0.003531499,0.00005756704,0.00045103533,0.008905765,0.016197585,0.022183172,0.0018297121,0.000038825638,0.00041218344],"about_ca_topic_score_codex":0.000492627,"about_ca_topic_score_gemma":0.00009890525,"teacher_disagreement_score":0.8369461,"about_ca_system_score_codex":0.000083396764,"about_ca_system_score_gemma":0.00004564136,"threshold_uncertainty_score":0.6760172},"labels":[],"label_agreement":null},{"id":"W2899668859","doi":"10.1093/geroni/igy023.2189","title":"DAILY POSITIVE EVENTS ARE ASSOCIATED WITH MORE FAVORABLE PERCEPTIONS OF SAME-DAY STRESSORS","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Mental Health Research Topics","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Stressor; Coping (psychology); Psychology; Context (archaeology); Clinical psychology; Perception; Developmental psychology","score_opus":0.05885971296067994,"score_gpt":0.4204412698524908,"score_spread":0.3615815568918109,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899668859","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9913047,0.000010469259,0.0005483881,0.001195208,0.00017725004,0.0002851249,0.000052735457,0.000028192084,0.006397933],"genre_scores_gemma":[0.99691075,0.000001267357,0.00022042333,0.0004321963,0.000060806306,0.000036977555,0.00009206726,0.000015628359,0.0022298922],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998624,0.00020125452,0.00038743505,0.00020561912,0.00028697285,0.00029466316],"domain_scores_gemma":[0.9989125,0.000107432956,0.00026758827,0.00019499254,0.00048633048,0.000031135813],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000707335,0.0000871323,0.00014445174,0.0004383703,0.000107112704,0.0000094883,0.000121704215,0.000074795746,0.0006672274],"category_scores_gemma":[0.00019472929,0.00008416986,0.0000111698955,0.0017185196,0.00012393831,0.00012152587,0.0000346905,0.00024608127,0.00004641773],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004594722,0.00021622685,0.9810321,0.000025892114,0.00003648696,0.000007811145,0.011036162,0.0000128159545,0.0005602633,0.0025799791,0.000994036,0.003452288],"study_design_scores_gemma":[0.00072095596,0.00012516881,0.99027234,0.00037568598,0.0000031522914,0.0000013947002,0.0074300575,0.00010702521,0.00044821308,0.00036207595,0.00007327617,0.00008067845],"about_ca_topic_score_codex":0.0004930334,"about_ca_topic_score_gemma":0.00040554776,"teacher_disagreement_score":0.009240224,"about_ca_system_score_codex":0.00022897543,"about_ca_system_score_gemma":0.000060239396,"threshold_uncertainty_score":0.7305672},"labels":[],"label_agreement":null},{"id":"W2899673227","doi":"10.1093/geroni/igy023.061","title":"INVESTIGATING PERSONALITY MODERATORS OF DECREASED SUICIDE IDEATION IN MEANING-CENTERED MEN’S GROUP PARTICIPANTS","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Athabasca University; Lawson Health Research Institute; McMaster University; York University; Western University","funders":"","keywords":"Conscientiousness; Psychology; Suicidal ideation; Personality; Psychological intervention; Neuroticism; Clinical psychology; Generativity; Meaning (existential); Mental health; Suicide prevention; Poison control; Big Five personality traits; Psychotherapist; Social psychology; Psychiatry; Medicine; Extraversion and introversion","score_opus":0.11682869855662344,"score_gpt":0.37514769272118786,"score_spread":0.25831899416456444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899673227","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99197507,0.000050225393,0.00078464544,0.0002815432,0.00018518952,0.00022734681,0.0000037494667,0.00004078906,0.0064514447],"genre_scores_gemma":[0.9985601,0.0000010650939,0.0005929473,0.0006220545,0.00008154984,0.00008527233,0.000023593047,0.000014826402,0.000018631268],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981646,0.0001819576,0.00084103347,0.00028228134,0.00020746545,0.00032263933],"domain_scores_gemma":[0.999137,0.00014741087,0.0003020234,0.0001717238,0.00021444178,0.000027389066],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013243641,0.00012976883,0.0002332151,0.00048275426,0.00010992008,0.000016537255,0.000106482614,0.00006571367,0.00013123183],"category_scores_gemma":[0.00052918115,0.00013938553,0.000021284537,0.0013886945,0.00011046473,0.00017548352,0.00007360647,0.00014951642,0.000010189484],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035069286,0.00007787365,0.9304303,0.000019444986,0.000031157244,0.0000030598671,0.035319354,0.000025468538,0.008089414,0.02479467,0.00008774972,0.0010864548],"study_design_scores_gemma":[0.0016826523,0.000053875443,0.96794564,0.00011457818,0.000011007481,0.0000012178128,0.0089386925,0.003865042,0.0046751346,0.012495837,0.000024782916,0.0001915151],"about_ca_topic_score_codex":0.0030802034,"about_ca_topic_score_gemma":0.0013637757,"teacher_disagreement_score":0.03751538,"about_ca_system_score_codex":0.00011351948,"about_ca_system_score_gemma":0.00003098158,"threshold_uncertainty_score":0.5683977},"labels":[],"label_agreement":null},{"id":"W2899677694","doi":"10.1093/geroni/igy023.166","title":"CEREBROVASCULAR HEMODYNAMICS, POSTURAL STABILITY AND FALLS IN OLDER ADULTS","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; Research Institute for Aging","funders":"","keywords":"Falls in older adults; Physical medicine and rehabilitation; Medicine; Hemodynamics; Psychology; Cardiology; Medical emergency; Injury prevention; Poison control","score_opus":0.022321806226083176,"score_gpt":0.3149769993045439,"score_spread":0.2926551930784608,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899677694","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9943394,0.00007435372,0.00031635846,0.0038675254,0.00015696998,0.0003921568,0.0000016776,0.00004058324,0.00081097626],"genre_scores_gemma":[0.9953729,0.000016558753,0.0019954073,0.0024261794,0.000116617935,0.000013734312,0.000028166787,0.000010360252,0.000020068408],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99888897,0.0000344089,0.0004827017,0.00023872708,0.00014738586,0.00020780235],"domain_scores_gemma":[0.9994658,0.000029963106,0.000070702066,0.00015501851,0.00024375081,0.000034726087],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006475235,0.000086221466,0.00017402775,0.00045636567,0.000046108187,0.00001569828,0.00003266863,0.000060391634,0.00006741132],"category_scores_gemma":[0.00012724464,0.000087749,0.000012714042,0.0009871345,0.000075348216,0.00012358099,0.000028124447,0.00023088724,0.000006824524],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000662897,0.000101296624,0.9858244,0.00035418346,0.0000038149647,0.0000056573645,0.0033544262,2.4422778e-7,0.0022143468,0.0019983733,0.000043363063,0.0060336115],"study_design_scores_gemma":[0.0032720005,0.000040346204,0.98935497,0.00074651383,0.0000024384658,0.000018192453,0.001268357,0.0032622272,0.0009546479,0.00065455446,0.00032848067,0.00009728372],"about_ca_topic_score_codex":0.00022257681,"about_ca_topic_score_gemma":0.00022016121,"teacher_disagreement_score":0.005936328,"about_ca_system_score_codex":0.00015721998,"about_ca_system_score_gemma":0.00004672306,"threshold_uncertainty_score":0.35783005},"labels":[],"label_agreement":null},{"id":"W2899678649","doi":"10.1093/geroni/igy023.2787","title":"INTRAINDIVIDUAL VARIABILITY APPROACHES TO COGNITIVE HEALTH AND AGING: CLINICAL, NEURAL AND PSYCHOSOCIAL LINKS","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Optical Imaging and Spectroscopy Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Psychosocial; Cognition; Psychology; Neuropsychology; Cognitive neuropsychology; Cognitive psychology; Developmental psychology; Neurocognitive; Clinical psychology; Affect (linguistics); Cognitive neuroscience; Clinical neuropsychology; Neuroscience; Psychiatry","score_opus":0.16768315785401347,"score_gpt":0.4398709523267915,"score_spread":0.2721877944727781,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899678649","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93780446,0.000031009266,0.019089276,0.040818073,0.00012163412,0.00040559974,0.0000038570047,0.000115149385,0.0016109567],"genre_scores_gemma":[0.97196347,0.000011685091,0.0180615,0.0094915,0.00040507974,0.000017820752,0.000016026572,0.000011648147,0.000021282647],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986471,0.000113353555,0.00053111074,0.00035503585,0.00012837107,0.00022504861],"domain_scores_gemma":[0.99937165,0.00018360147,0.00009552181,0.000105219326,0.00013445337,0.00010954734],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002083785,0.000105712184,0.0002558409,0.0002302327,0.00009993839,0.00005696465,0.000034598575,0.000100960206,0.0000070904684],"category_scores_gemma":[0.0010956572,0.000100924066,0.000013202243,0.000658119,0.0003241893,0.00009059226,0.000053546813,0.0005380934,0.0000015277003],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010508447,0.00018457382,0.73110896,0.00009320552,0.000022998594,0.000002761136,0.0058696144,4.42706e-8,0.00024229927,0.011754066,0.0006539202,0.2499625],"study_design_scores_gemma":[0.0035835363,0.0025043483,0.9568518,0.001009778,0.00004544908,0.00005460728,0.0024627857,0.0035680248,0.0016668227,0.024788154,0.0029425751,0.00052216515],"about_ca_topic_score_codex":0.000032391454,"about_ca_topic_score_gemma":0.000004853026,"teacher_disagreement_score":0.24944033,"about_ca_system_score_codex":0.00004147722,"about_ca_system_score_gemma":0.000088158886,"threshold_uncertainty_score":0.4115564},"labels":[],"label_agreement":null},{"id":"W2899681120","doi":"10.1093/geroni/igy023.636","title":"RELOCATING FRAILTY THROUGH PRECARITY AND VULNERABILITY","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Precarity; Vulnerability (computing); Situated; Construct (python library); Sociology; Politics; Political science; Gender studies; Computer security","score_opus":0.1350760900897571,"score_gpt":0.4560029312853307,"score_spread":0.3209268411955736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899681120","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92005736,0.00007322435,0.0063315094,0.001766998,0.00032236578,0.00010746022,9.865792e-7,0.0000892235,0.07125088],"genre_scores_gemma":[0.99690187,4.5671536e-7,0.0017456894,0.00047903822,0.00016901267,0.000027512706,0.0000049186524,0.000007685094,0.0006637935],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988772,0.00016060378,0.00031161425,0.00030724873,0.00009607078,0.0002472122],"domain_scores_gemma":[0.9993211,0.00015575091,0.000073204916,0.00025183655,0.00018443789,0.000013643395],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012886996,0.00007386252,0.00010959298,0.00013247228,0.00015409583,0.000022662922,0.00009163721,0.0000940762,0.00023907296],"category_scores_gemma":[0.00038383013,0.00007464924,0.000007231895,0.0008245838,0.0002614785,0.00012828271,0.000060819293,0.0003388938,0.000050513176],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003257833,0.0000629954,0.82316077,0.000021647731,0.000016626793,0.0000044109574,0.025081284,7.9225714e-7,0.00035632367,0.095878154,0.002269653,0.053114787],"study_design_scores_gemma":[0.000829873,0.00008202132,0.9648154,0.00005765629,0.0000033136164,0.00002210602,0.0033889518,0.00057754957,0.0010969919,0.023450695,0.00547153,0.00020390745],"about_ca_topic_score_codex":0.000801985,"about_ca_topic_score_gemma":0.00016130225,"teacher_disagreement_score":0.14165466,"about_ca_system_score_codex":0.000040022074,"about_ca_system_score_gemma":0.000024687752,"threshold_uncertainty_score":0.30441076},"labels":[],"label_agreement":null},{"id":"W2899681887","doi":"10.1093/geroni/igy023.2752","title":"VOICES OF HEALTH CARE STAFF CARING FOR OLDER ADULT—A MULTI-NATIONAL PERSPECTIVE","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"General partnership; Health care; Nursing; Participatory action research; Front line; German; Perspective (graphical); Service delivery framework; Qualitative research; Session (web analytics); Medicine; Psychology; Service (business); Sociology; Political science","score_opus":0.13330142760640154,"score_gpt":0.47317510786026656,"score_spread":0.339873680253865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899681887","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97549707,0.00090518856,0.018510737,0.0019769876,0.0001991575,0.0004408372,0.000036613783,0.000025983527,0.002407401],"genre_scores_gemma":[0.9821753,0.000014737688,0.017231641,0.0002922626,0.00015000976,0.000018470313,0.000049249426,0.00000914138,0.00005918118],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9991409,0.00001655321,0.0003999112,0.00014010069,0.00019051516,0.000111972535],"domain_scores_gemma":[0.9962255,0.00007058193,0.00023717688,0.000068162306,0.0033866758,0.000011902402],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025714145,0.00006536268,0.00018912925,0.00035364594,0.00003769088,0.0000036652875,0.000037871912,0.0000318286,0.000008847449],"category_scores_gemma":[0.00060625124,0.00006413941,0.000023854462,0.0005978707,0.000048278147,0.00007825565,0.000013419349,0.00006236368,8.327837e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001623849,0.00027534977,0.5175436,0.0014263769,0.00014768865,0.0000013135169,0.390816,0.00006982944,0.0066379015,0.05960378,0.0011331019,0.022182645],"study_design_scores_gemma":[0.01289104,0.0010415737,0.3258958,0.009340209,0.00004861371,0.00000410783,0.50035805,0.0051139854,0.13154013,0.0021622847,0.011099586,0.0005046512],"about_ca_topic_score_codex":0.0006828384,"about_ca_topic_score_gemma":0.0001750002,"teacher_disagreement_score":0.19164783,"about_ca_system_score_codex":0.00034293774,"about_ca_system_score_gemma":0.00021363668,"threshold_uncertainty_score":0.26155293},"labels":[],"label_agreement":null},{"id":"W2899682966","doi":"10.1093/geroni/igy023.3227","title":"STIGMA IN DEMENTIA: ITS TIME TO TALK ABOUT IT","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; Covenant Health","funders":"","keywords":"Dementia; Stigma (botany); Psychosocial; Distress; Psychological intervention; Psychology; Ethnic group; Coping (psychology); Medicine; Clinical psychology; Psychiatry; Disease","score_opus":0.04721328350334719,"score_gpt":0.3989809269248736,"score_spread":0.3517676434215264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899682966","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94136363,0.00008058886,0.00011076016,0.002639608,0.00044593317,0.0003394497,0.000002919215,0.000029117668,0.054987974],"genre_scores_gemma":[0.9915307,9.120497e-7,0.000192133,0.0033633295,0.00015565487,0.00008971736,0.00002502093,0.000010729578,0.0046317764],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99897134,0.000038261664,0.0004219936,0.00021316882,0.00010168401,0.00025351957],"domain_scores_gemma":[0.99967587,0.00002654953,0.000082694096,0.00012519088,0.00006709758,0.000022584505],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00037579978,0.000082979765,0.00010208184,0.0005315356,0.000069024674,0.000022857783,0.000104443454,0.00004842576,0.0060373377],"category_scores_gemma":[0.000021618449,0.00008691772,0.000006872265,0.0015573943,0.000015252166,0.00013473466,0.000037146096,0.00008817767,0.0034465464],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023976079,0.00079552486,0.4689511,0.00011873841,0.00008180113,0.00013856168,0.014775873,0.000018922572,0.0093645435,0.02689072,0.055890813,0.42273363],"study_design_scores_gemma":[0.0028681452,0.00017642938,0.9263646,0.00047702563,0.0000080192785,0.0000068585014,0.0005724364,0.00029441342,0.005600717,0.00092843326,0.06235279,0.0003501552],"about_ca_topic_score_codex":0.00018523942,"about_ca_topic_score_gemma":0.0001284853,"teacher_disagreement_score":0.45741346,"about_ca_system_score_codex":0.000088449895,"about_ca_system_score_gemma":0.0000106234065,"threshold_uncertainty_score":0.9973294},"labels":[],"label_agreement":null},{"id":"W2899684508","doi":"10.1093/geroni/igy023.2683","title":"THE ROLE OF FACILITATION IN SUSTAINABILITY OF A DEMENTIA TRAINING PROGRAM IN RURAL LONG-TERM CARE HOMES","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Science Centre for Human and Animal Health; University of Saskatchewan","funders":"","keywords":"Sustainability; Facilitation; Nursing; Long-term care; Psychology; Dementia; Medicine","score_opus":0.08380684103600418,"score_gpt":0.4615639515210659,"score_spread":0.3777571104850617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899684508","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99716973,0.00024222504,0.00006202326,0.0006246777,0.00015236807,0.0011557236,0.000008279927,0.00001927016,0.00056570565],"genre_scores_gemma":[0.99940634,0.000008617238,0.00025942558,0.00003585106,0.000030992873,0.00019680499,0.00004917547,0.000005249792,0.000007542862],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979923,0.0002903596,0.0011265934,0.00012239881,0.00016326072,0.00030508143],"domain_scores_gemma":[0.9984552,0.00027085782,0.0003516228,0.00015326176,0.00075522077,0.000013824887],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013946588,0.00007060634,0.0001654715,0.000496917,0.00023635542,0.0000054350653,0.000107813015,0.00009460108,0.000024037567],"category_scores_gemma":[0.0007544635,0.00006579963,0.000015794149,0.0016801215,0.00013266357,0.0001761258,0.000051306874,0.00031453336,0.0000015238552],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003470454,0.000040386938,0.7950636,0.00045209765,0.0000029989849,2.2467353e-7,0.13449462,0.000028890961,0.00004068959,0.01537778,0.0000026335842,0.054461338],"study_design_scores_gemma":[0.00051888195,0.00005701949,0.7872801,0.00038346808,0.0000019375234,4.667254e-8,0.20334412,0.0005012347,0.00004224575,0.007685225,0.00014025261,0.000045482473],"about_ca_topic_score_codex":0.0016487609,"about_ca_topic_score_gemma":0.014099191,"teacher_disagreement_score":0.068849504,"about_ca_system_score_codex":0.00030012723,"about_ca_system_score_gemma":0.0003695842,"threshold_uncertainty_score":0.78676796},"labels":[],"label_agreement":null},{"id":"W2899686571","doi":"10.1093/geroni/igy023.1147","title":"MINIMAL CLINICALLY IMPORTANT DIFFERENCE OF THE LATE-LIFE FUNCTION AND DISABILITY INSTRUMENT IN OLDER ADULTS","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Minimal clinically important difference; Medicine; Standard error; Physical therapy; Cohort; Physical medicine and rehabilitation; Activities of daily living; Gerontology; Rating scale; Randomized controlled trial; Statistics; Mathematics; Surgery; Internal medicine","score_opus":0.02119259841859605,"score_gpt":0.3019885513870839,"score_spread":0.28079595296848786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899686571","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9972915,0.000016011823,0.00007470597,0.0017766434,0.00031203334,0.00030425398,0.0000015318312,0.000008733474,0.000214559],"genre_scores_gemma":[0.99922615,0.0000060472767,0.00017418711,0.0004852051,0.00005390719,0.000012106955,0.0000035868125,0.000004132288,0.000034685614],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987292,0.000043058444,0.00084776414,0.0001452749,0.0001464175,0.00008824372],"domain_scores_gemma":[0.9993737,0.00013199828,0.00020182741,0.00014907599,0.00012507071,0.00001834426],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005872121,0.00006150091,0.00014680957,0.000108598055,0.000021068436,0.000005275349,0.000032401513,0.00005416273,0.000036604903],"category_scores_gemma":[0.00090021745,0.0000418508,0.000022680526,0.0006431707,0.00021048785,0.000048567643,0.000031266045,0.00013502665,7.6562117e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021921459,0.00013396864,0.98782265,0.00007639661,0.0000042950423,1.2659918e-7,0.0008852231,9.102757e-7,0.0013343244,0.00033652937,0.000007993291,0.009178354],"study_design_scores_gemma":[0.0015214707,0.00014357638,0.9957947,0.0003963229,0.0000043126483,8.656191e-7,0.00078879955,0.00067896664,0.0002523715,0.0003544004,0.000023404906,0.000040789637],"about_ca_topic_score_codex":0.000063525746,"about_ca_topic_score_gemma":0.000050625044,"teacher_disagreement_score":0.009137565,"about_ca_system_score_codex":0.00005327739,"about_ca_system_score_gemma":0.000063250896,"threshold_uncertainty_score":0.17066261},"labels":[],"label_agreement":null},{"id":"W2899688406","doi":"10.1093/geroni/igy023.408","title":"EFFECTS OF SOCIAL VULNERABILITY AND EDUCATION ON FRAILTY AND COGNITION THROUGH WORK CHARACTERISTICS","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health and Well-being Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Vulnerability (computing); Job control; Cognition; Gerontology; Psychology; Control (management); Work (physics); Medicine; Psychiatry; Economics","score_opus":0.03645059695975071,"score_gpt":0.3892500183149089,"score_spread":0.3527994213551582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899688406","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99246496,0.000039970266,0.0004341515,0.0010221582,0.0005489206,0.00017776804,0.000001920976,0.000014826118,0.00529535],"genre_scores_gemma":[0.9980711,0.0000054550696,0.00012688934,0.0014060065,0.0002843875,0.000032894535,0.00001148055,0.000005064853,0.000056724602],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99936074,0.0000771914,0.0002603035,0.00014221357,0.00005603032,0.00010349442],"domain_scores_gemma":[0.9994958,0.00017544042,0.00013112447,0.00004979404,0.00014048164,0.0000073614765],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031061922,0.000058898895,0.00010890713,0.000096763964,0.000113376285,0.000008613561,0.000017701912,0.000056363016,0.0000145852955],"category_scores_gemma":[0.00024455605,0.00006067485,0.0000044635162,0.00041260972,0.00011491113,0.000048881175,0.0000123173495,0.000107193904,0.000005624299],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023037115,0.00040224678,0.34470323,0.0006201991,0.000032670778,0.0000011117078,0.04936476,3.750789e-8,0.0019637786,0.08312565,0.003507218,0.5160487],"study_design_scores_gemma":[0.00035591883,0.000059442023,0.9909264,0.00010669635,0.000005283214,4.6221098e-7,0.00027537323,0.0000017249596,0.000637849,0.0060007283,0.0015736878,0.0000564424],"about_ca_topic_score_codex":0.000038307677,"about_ca_topic_score_gemma":0.0000024386336,"teacher_disagreement_score":0.6462231,"about_ca_system_score_codex":0.000020021269,"about_ca_system_score_gemma":0.000022383723,"threshold_uncertainty_score":0.24742486},"labels":[],"label_agreement":null},{"id":"W2899696224","doi":"10.1093/geroni/igy023.317","title":"FUNCTIONAL IMPAIRMENT AND SOCIAL NETWORK CHANGE: EVIDENCE FROM THE NATIONAL SOCIAL LIFE, HEALTH, AND AGING PROJECT","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Interpersonal ties; Functional impairment; Psychology; Poisson regression; Gerontology; Social network (sociolinguistics); Social support; Successful aging; Medicine; Social psychology; Political science; Environmental health; Psychiatry","score_opus":0.17371696687043264,"score_gpt":0.41978200996231163,"score_spread":0.246065043091879,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899696224","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.64333117,0.00076006586,0.0002819515,0.35379523,0.00080902147,0.0005275622,0.000010781978,0.000050231924,0.00043396428],"genre_scores_gemma":[0.94748133,0.00010464392,0.00018220265,0.044894014,0.0071850168,0.00006215952,0.000014029119,0.000006008857,0.00007060953],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99858457,0.00021477259,0.00031067905,0.00017882891,0.00039698038,0.00031419226],"domain_scores_gemma":[0.99921584,0.00036051715,0.00016110252,0.000025822459,0.00020559192,0.000031102616],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0024331491,0.00007188731,0.00010895541,0.000082668164,0.0020592792,0.00013970806,0.000068975445,0.00005375718,0.000035408633],"category_scores_gemma":[0.00032577864,0.00006360785,0.000011860171,0.00075328304,0.00024103532,0.00033808328,0.00005534407,0.0001489964,0.0000022192023],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047981965,0.000018927729,0.6254438,0.00006857873,0.000016043492,3.6398748e-7,0.18529068,0.0000014567112,0.0000027079368,0.10682547,0.060858525,0.021425454],"study_design_scores_gemma":[0.00036983797,0.00001641689,0.94201577,0.00015489457,0.0000021655642,3.591926e-7,0.013394111,0.0001412414,6.096035e-7,0.005155967,0.038641512,0.000107121516],"about_ca_topic_score_codex":0.010193793,"about_ca_topic_score_gemma":0.0038476079,"teacher_disagreement_score":0.31657195,"about_ca_system_score_codex":0.0002003846,"about_ca_system_score_gemma":0.00067249103,"threshold_uncertainty_score":0.9992399},"labels":[],"label_agreement":null},{"id":"W2899698640","doi":"10.1093/geroni/igy023.3229","title":"PEOPLE OF DEMENTIA - THE POWER OF STORY TELLING","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Dementia; Dignity; Stigma (botany); Psychology; Power (physics); Disease; Medicine; Psychiatry; Political science","score_opus":0.02342213965461709,"score_gpt":0.333035612542969,"score_spread":0.3096134728883519,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899698640","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98701936,0.000058901434,0.0030310939,0.0007114864,0.000069333866,0.00015609348,6.330588e-7,0.0000058085607,0.008947304],"genre_scores_gemma":[0.9993481,0.000004407226,0.00025451012,0.00018957796,0.0000352001,0.000006327836,0.000004192689,0.0000047339454,0.00015295888],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993057,0.00003135924,0.00025562922,0.000073108306,0.00023400036,0.000100168225],"domain_scores_gemma":[0.9992571,0.00006668679,0.00009906006,0.00010724219,0.00046233617,0.0000075697003],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008716142,0.000037476508,0.00008478051,0.00027392744,0.00003307843,0.000003915805,0.00005074667,0.000015922042,0.00044460522],"category_scores_gemma":[0.00017950691,0.000027932912,0.000014723235,0.0009872043,0.00008687743,0.000048734895,0.000028567718,0.00009438892,0.0000067698775],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004305878,0.00009731494,0.9086004,0.000062874424,0.00004735837,0.0000011143909,0.0034060522,0.0000012977804,0.077218235,0.0021756773,0.00035407537,0.007992546],"study_design_scores_gemma":[0.0006421074,0.00016318282,0.8608283,0.00015337359,0.000017682774,0.0000019647284,0.0027496852,0.00015091547,0.13360584,0.00026381374,0.0013866929,0.000036466296],"about_ca_topic_score_codex":0.00002257962,"about_ca_topic_score_gemma":0.0000074043314,"teacher_disagreement_score":0.056387603,"about_ca_system_score_codex":0.00001480149,"about_ca_system_score_gemma":0.000054424214,"threshold_uncertainty_score":0.48681155},"labels":[],"label_agreement":null},{"id":"W2899699405","doi":"10.1093/geroni/igy023.209","title":"HEALTH NEEDS OF OLDER HOMELESS PERSONS WHO ARE TRANSITIONING FROM HOSPITAL TO SHELTER/HOUSING","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Providence Health Care; Simon Fraser University","funders":"","keywords":"Thematic analysis; Vulnerability (computing); Health care; Gerontology; Medicine; Transitional care; Population; Nursing; Psychology; Qualitative research; Environmental health; Sociology; Political science","score_opus":0.03931298604625517,"score_gpt":0.3940866552641145,"score_spread":0.35477366921785936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899699405","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97782016,0.00006218749,0.016168466,0.004117086,0.00067237904,0.00040285723,0.00004044057,0.00006762516,0.0006488036],"genre_scores_gemma":[0.99759734,0.0000063787597,0.00058872014,0.0010357752,0.00062038196,0.000042153944,0.000034704477,0.000028895542,0.000045665005],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9982877,0.0001782143,0.0007737486,0.00017636525,0.00020167904,0.00038230608],"domain_scores_gemma":[0.99888474,0.00011049194,0.00037870265,0.00015854806,0.00041637666,0.000051113977],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062601344,0.00012093262,0.00050732173,0.0006171441,0.00054308015,0.000019852465,0.00011154764,0.00011146345,0.00013854948],"category_scores_gemma":[0.00007193905,0.00013138782,0.000025878606,0.0022246186,0.000054981043,0.00020125191,0.000041570467,0.0003106267,0.00002235682],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010568502,0.000044379238,0.39096838,0.00015283383,0.000011375919,0.0000011001835,0.5954927,0.000014050963,0.0005395066,0.003488654,0.00011876599,0.009157636],"study_design_scores_gemma":[0.00069169636,0.000053828608,0.42689636,0.003348535,0.000004046723,2.1276772e-8,0.56733876,0.00013077511,0.0005026234,0.0004499371,0.0003889275,0.00019449735],"about_ca_topic_score_codex":0.004695476,"about_ca_topic_score_gemma":0.0037058983,"teacher_disagreement_score":0.03592796,"about_ca_system_score_codex":0.00020605692,"about_ca_system_score_gemma":0.00016653653,"threshold_uncertainty_score":0.70981866},"labels":[],"label_agreement":null},{"id":"W2899705883","doi":"10.1093/geroni/igy023.1313","title":"OLDER LESBIANS RECEIVING HOME CARE: FORMAL AND INFORMAL DIMENSIONS OF CAREGIVING","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Lesbian; Heterosexuality; Psychology; Quarter (Canadian coin); Older people; Social support; Social isolation; Qualitative research; Gerontology; Medicine; Social psychology; Homosexuality; Sociology; Psychiatry","score_opus":0.025722510363688875,"score_gpt":0.3466763551696655,"score_spread":0.3209538448059766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899705883","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9723332,0.00015925984,0.0006133886,0.00048309984,0.000857723,0.00013387973,0.0000054626425,0.00003685386,0.025377123],"genre_scores_gemma":[0.9984149,0.000018935949,0.00021567097,0.00042372066,0.00029069075,0.000010046911,0.000010979769,0.000013521964,0.00060155883],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988562,0.000038482118,0.00050838606,0.00015225852,0.00011990262,0.00032480265],"domain_scores_gemma":[0.99926746,0.00006038931,0.0001906009,0.00019289572,0.00025967642,0.000029005956],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039408397,0.00009332369,0.00014001691,0.00063958735,0.00019981113,0.00002717435,0.00008803265,0.0000917881,0.00008174312],"category_scores_gemma":[0.000069437134,0.000091442205,0.0000151129825,0.00096462463,0.00011987596,0.00041241533,0.00007463997,0.00014540495,0.00001884427],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011933556,0.000020480056,0.8667745,0.0003169401,0.000011628899,0.000002629965,0.05976312,0.000002815948,0.000337256,0.018673887,0.001166262,0.05291858],"study_design_scores_gemma":[0.00066917704,0.0000541761,0.99244344,0.00009430852,0.0000081005755,0.000016524069,0.0039995415,0.00004045887,0.00009493374,0.00021320464,0.0022262242,0.00013993323],"about_ca_topic_score_codex":0.0029729244,"about_ca_topic_score_gemma":0.0008318361,"teacher_disagreement_score":0.12566894,"about_ca_system_score_codex":0.0000473901,"about_ca_system_score_gemma":0.00006210957,"threshold_uncertainty_score":0.44941923},"labels":[],"label_agreement":null},{"id":"W2899712044","doi":"10.1093/geroni/igy023.2290","title":"THE MANY FORMS OF AGEISM: AGE DIFFERENCES IN EXPERIENCE TYPE, EMOTIONAL IMPACT, AND COPING STRATEGIES","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Psychology; Coping (psychology); Young adult; Middle age; Developmental psychology; Clinical psychology","score_opus":0.08581644015187495,"score_gpt":0.4283498646652314,"score_spread":0.34253342451335644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899712044","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9918208,0.000118531214,0.0010842549,0.00033283205,0.00015166153,0.000066286324,6.176946e-7,0.000009134849,0.006415877],"genre_scores_gemma":[0.999593,0.0000046557816,0.00005269785,0.00004740715,0.0000331704,0.0000120420145,0.0000024968576,0.0000032542316,0.00025125185],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99930376,0.000053579042,0.00024748623,0.00012363681,0.000090665926,0.00018084407],"domain_scores_gemma":[0.9995943,0.00012923975,0.00007335745,0.00010413298,0.00009054383,0.000008437654],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043185736,0.000054565597,0.00009167016,0.00020094155,0.00008359809,0.00003627489,0.000089384215,0.000041571195,0.00006773216],"category_scores_gemma":[0.00006283545,0.000037463768,0.000005957759,0.00063785835,0.00033063686,0.000118000564,0.00003290652,0.00013703096,0.0000042850606],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049831273,0.000025976502,0.79476655,0.000011101123,0.000012601655,0.000012712012,0.02866003,0.000002127015,0.0005951766,0.16945365,0.0001632046,0.006247068],"study_design_scores_gemma":[0.00023672741,0.00005351045,0.9772353,0.000048491558,4.1654351e-7,0.000008510433,0.012970449,0.0001919322,0.000086836626,0.009062538,0.000057252913,0.000048016253],"about_ca_topic_score_codex":0.00023008745,"about_ca_topic_score_gemma":0.00018481385,"teacher_disagreement_score":0.1824688,"about_ca_system_score_codex":0.000019816925,"about_ca_system_score_gemma":0.000033946686,"threshold_uncertainty_score":0.15277281},"labels":[],"label_agreement":null},{"id":"W2899715981","doi":"10.1093/geroni/igy023.2654","title":"EXAMINING THE IMPACT OF UPRIGHT TIME ON FRAILTY CHANGES IN ACUTE CARE","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Acute care; Physical therapy; Internal medicine; Anesthesia","score_opus":0.04634124996604649,"score_gpt":0.34550351220890907,"score_spread":0.2991622622428626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899715981","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9912899,0.000024308854,0.000034232227,0.001650996,0.00009948007,0.00024928703,0.000006544894,0.000027158841,0.006618075],"genre_scores_gemma":[0.9987593,0.0000029218827,0.00022294016,0.000444428,0.00016237477,0.000014251377,0.00003516273,0.000015100122,0.00034347965],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991167,0.000033458342,0.00031310972,0.00016355603,0.00019372908,0.00017941273],"domain_scores_gemma":[0.99924475,0.00009305762,0.00013266031,0.00027322606,0.00024244214,0.000013867924],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031873962,0.00010458059,0.00017729585,0.00054295454,0.000031540672,0.000010009448,0.00009777342,0.00006027586,0.00018377375],"category_scores_gemma":[0.00020409717,0.00007127736,0.000017250586,0.0015509416,0.000078745696,0.00006590126,0.000033861314,0.00021702441,0.000035976915],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024319513,0.00013958986,0.6243977,0.00011169267,0.00012475792,0.000051992105,0.051544838,0.000115253526,0.22124055,0.00064117386,0.0039793476,0.09740989],"study_design_scores_gemma":[0.0014091319,0.000504761,0.94689834,0.00087852584,0.000010153866,0.000012564814,0.000971867,0.0008194227,0.047840357,0.00013849017,0.00040337717,0.0001130217],"about_ca_topic_score_codex":0.00023798442,"about_ca_topic_score_gemma":0.00008736147,"teacher_disagreement_score":0.32250062,"about_ca_system_score_codex":0.00020692067,"about_ca_system_score_gemma":0.000066269786,"threshold_uncertainty_score":0.29066065},"labels":[],"label_agreement":null},{"id":"W2899720313","doi":"10.1093/geroni/igy023.239","title":"OBJECTIVELY MEASURED PHYSICAL ACTIVITY ACROSS OCCUPATIONS BASED ON THE NHANES","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Physical Activity and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Centre for Applied Research in Cancer Control; University of British Columbia","funders":"","keywords":"National Health and Nutrition Examination Survey; Physical activity; Environmental health; Medicine; Gerontology; Demography; Population; Physical therapy","score_opus":0.10661360451606224,"score_gpt":0.4072448747457969,"score_spread":0.3006312702297347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899720313","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98554975,4.4638372e-7,0.0029368852,0.008064917,0.00008671643,0.00024611826,0.000006626881,0.000053181237,0.003055384],"genre_scores_gemma":[0.9975506,1.4839517e-7,0.00006958797,0.0018543305,0.00042360584,0.000036142577,0.0000055585197,0.000009047744,0.000050987408],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9991523,0.00007022006,0.00012754418,0.00018102252,0.0002724068,0.00019648425],"domain_scores_gemma":[0.9991492,0.0002812773,0.0000907731,0.0001960699,0.00025953297,0.000023145061],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043506434,0.00008765963,0.00015863356,0.00011199449,0.00023429052,0.00002144209,0.000054180036,0.000037085403,0.000015533791],"category_scores_gemma":[0.0004419799,0.00006299011,0.000028230088,0.0014392775,0.000120024415,0.00012763741,0.000016132932,0.0003255336,0.000040748662],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026935972,0.013124464,0.14138478,0.0003472632,0.00011431645,0.000019672318,0.022846201,0.00029612935,0.5311213,0.099504,0.0020340644,0.1865142],"study_design_scores_gemma":[0.0009822322,0.00033699305,0.8413801,0.00018986197,0.000007972101,0.0000015351737,0.00022906144,0.03196648,0.12127981,0.0028436715,0.0006526756,0.00012959127],"about_ca_topic_score_codex":0.00011022197,"about_ca_topic_score_gemma":0.000051727842,"teacher_disagreement_score":0.69999534,"about_ca_system_score_codex":0.00011881447,"about_ca_system_score_gemma":0.00013272399,"threshold_uncertainty_score":0.25686622},"labels":[],"label_agreement":null},{"id":"W2899734924","doi":"10.1093/geroni/igy023.2295","title":"CORRELATED CHANGES IN GRIP STRENGTH AND COGNITION: MULTI-STUDY RESULTS BASED ON BIVARIATE LINEAR GROWTH MODELING","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal; University of Victoria","funders":"","keywords":"Bivariate analysis; Grip strength; Cognition; Association (psychology); Meta-analysis; Psychology; Working memory; Verbal memory; Medicine; Statistics; Physical therapy; Mathematics; Psychiatry","score_opus":0.09936309426221569,"score_gpt":0.370436239754372,"score_spread":0.27107314549215633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899734924","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9887244,0.000015690142,0.0029782765,0.005816937,0.0002813838,0.0008322903,0.000010384947,0.00010747982,0.001233163],"genre_scores_gemma":[0.9929335,0.0000131603065,0.0035295922,0.0030966345,0.00021577952,0.000058309844,0.000101789294,0.000018828498,0.00003239665],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985393,0.00007627285,0.0006314289,0.00032302755,0.00020409995,0.00022586346],"domain_scores_gemma":[0.99916434,0.000087333996,0.00013425855,0.00013666485,0.0004331555,0.000044229742],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010288958,0.0001306873,0.00020988181,0.0012924499,0.00010461218,0.000022480603,0.00003663925,0.00008247591,0.00002089395],"category_scores_gemma":[0.00046907787,0.0001329751,0.000008426711,0.0018002453,0.000037945083,0.000086932334,0.00001961696,0.0003811361,0.0000099394],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0068515474,0.007725636,0.9133033,0.0014436604,0.00008345873,0.00048675708,0.024850102,0.002437995,0.0069945096,0.0044884956,0.00047543106,0.03085911],"study_design_scores_gemma":[0.016047237,0.00045319044,0.06475278,0.0016701105,0.000013168956,0.0000061116434,0.0011226829,0.91464955,0.00080226845,0.00022275842,0.00008942429,0.00017074666],"about_ca_topic_score_codex":0.00018926268,"about_ca_topic_score_gemma":0.00022199434,"teacher_disagreement_score":0.91221154,"about_ca_system_score_codex":0.000087462184,"about_ca_system_score_gemma":0.00005583145,"threshold_uncertainty_score":0.5422567},"labels":[],"label_agreement":null},{"id":"W2899735891","doi":"10.1093/geroni/igy023.2173","title":"INTERGENERATIONAL STORYTELLING AS A MEDIUM FOR THE SOCIAL TRANSMISSION OF LIVED WISDOM","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Grandparent; Storytelling; Narrative; Psychology; Reminiscence; Developmental psychology; Sociology; Social psychology; Art; Cognitive psychology; Literature","score_opus":0.09701517577138494,"score_gpt":0.43354344410986734,"score_spread":0.3365282683384824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899735891","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7310307,0.00014035219,0.25682667,0.007594463,0.00078454526,0.0002252766,0.0000021461615,0.000022120536,0.0033737202],"genre_scores_gemma":[0.9971806,9.802073e-7,0.00075964903,0.0003201401,0.0005514562,0.00005728782,0.000012778026,0.000008432527,0.0011087068],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992036,0.00007293246,0.0003076675,0.00014000837,0.00012252359,0.00015324791],"domain_scores_gemma":[0.99928284,0.0002412971,0.00009368363,0.000083556464,0.0002903235,0.000008289601],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00093970995,0.000055377222,0.00008772793,0.00020016459,0.0001844643,0.0000083061395,0.00012821042,0.000069553105,0.00047673314],"category_scores_gemma":[0.00007595258,0.000043921696,0.000022723938,0.00040888946,0.00018274927,0.000038892646,0.00001212773,0.00014193162,0.000015881971],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012531816,0.00033707745,0.017399197,0.000076262506,0.00027525367,0.0000051793677,0.34873945,0.00006744743,0.046264965,0.28054982,0.034570582,0.27046156],"study_design_scores_gemma":[0.018838286,0.0019152483,0.24461734,0.0007538267,0.0001449712,0.000078678946,0.13222295,0.06206997,0.123278305,0.057690404,0.35668465,0.0017053754],"about_ca_topic_score_codex":0.00007569008,"about_ca_topic_score_gemma":0.000025816802,"teacher_disagreement_score":0.32211408,"about_ca_system_score_codex":0.0000246264,"about_ca_system_score_gemma":0.000060944123,"threshold_uncertainty_score":0.52198935},"labels":[],"label_agreement":null},{"id":"W2899742195","doi":"10.1093/geroni/igy023.605","title":"AGE-FRIENDLY INITIATIVES AND IMMIGRANT SENIORS: ADDRESSING SOCIAL ISOLATION USING TECHNOLOGY","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Language barrier; Public relations; Focus group; Service provider; Bridging (networking); Internet privacy; Psychology; Business; Service (business); Sociology; Political science; Computer science; Marketing","score_opus":0.041147430723967426,"score_gpt":0.36621864484952243,"score_spread":0.325071214125555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899742195","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.984167,0.00003347929,0.0083434265,0.004772132,0.00018547926,0.00016235601,0.0000016138597,0.00028116058,0.0020533619],"genre_scores_gemma":[0.9929092,0.000004997085,0.0066467063,0.0001458574,0.00024758468,0.000008708077,0.0000032941766,0.000011683824,0.000021956976],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9988457,0.00009148486,0.0003509236,0.0002482228,0.00016887081,0.00029478292],"domain_scores_gemma":[0.9993724,0.000048480695,0.0002173001,0.00008656048,0.00026278873,0.000012460771],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00067009433,0.00009749397,0.00013501463,0.0011764928,0.0007881408,0.00007655182,0.00012693157,0.00023048247,0.000014689608],"category_scores_gemma":[0.0004938893,0.00011384323,0.000010195253,0.0033667118,0.0010032202,0.0005928143,0.00007087976,0.00023549657,0.000003790577],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026185637,0.00007099707,0.21524748,0.000035016114,0.00003177825,0.000033376433,0.2321943,0.000004952911,0.072616115,0.39331076,0.00015588672,0.08627315],"study_design_scores_gemma":[0.004617416,0.00020109527,0.3861662,0.0014364343,0.000057312143,0.000044253877,0.33933,0.0058747213,0.03343976,0.2023815,0.02445849,0.001992842],"about_ca_topic_score_codex":0.00050926284,"about_ca_topic_score_gemma":0.0015303647,"teacher_disagreement_score":0.19092926,"about_ca_system_score_codex":0.00013484867,"about_ca_system_score_gemma":0.00009460031,"threshold_uncertainty_score":0.60618216},"labels":[],"label_agreement":null},{"id":"W2899753546","doi":"10.1093/geroni/igy023.2754","title":"NURSING HOMES WITHOUT WALLS: SERVICE MODEL FOR AGING IN PLACE","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Moncton","funders":"","keywords":"Aging in place; Nursing; Nursing homes; Service (business); Focus group; Aged care; Descriptive research; Gerontology; Qualitative research; Community service; Medicine; Business; Sociology; Public relations; Political science; Marketing","score_opus":0.07721436270966503,"score_gpt":0.43408868594582894,"score_spread":0.3568743232361639,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899753546","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9402519,0.000072345356,0.043924358,0.010092107,0.0012583652,0.0007037694,0.0000059597305,0.00012341214,0.003567776],"genre_scores_gemma":[0.9905624,0.000004743889,0.006388866,0.0015623455,0.0004698486,0.000109330555,0.000037545677,0.000033208627,0.00083173584],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9982805,0.0000876165,0.0007082349,0.00028118066,0.0001556986,0.00048677193],"domain_scores_gemma":[0.9988288,0.00021283371,0.00023565716,0.00019773077,0.00050025195,0.000024694986],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001166853,0.00013297614,0.00022695106,0.00080938876,0.00032199433,0.000019718887,0.00013199881,0.00013106417,0.000025643612],"category_scores_gemma":[0.00016933666,0.00014203078,0.000017704213,0.0021196196,0.000032336044,0.00025912188,0.000032677195,0.00034023714,0.00002441638],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00057102286,0.00028996725,0.3671047,0.0015425582,0.00003064175,0.000004743199,0.4855986,0.0053997743,0.0077611767,0.030344816,0.02782205,0.07352993],"study_design_scores_gemma":[0.0069117746,0.000080402686,0.06745589,0.0075934823,0.000028552275,0.0000037990126,0.054767355,0.8199574,0.0008572654,0.035564136,0.0059279734,0.00085199554],"about_ca_topic_score_codex":0.00037322927,"about_ca_topic_score_gemma":0.0009958812,"teacher_disagreement_score":0.8145576,"about_ca_system_score_codex":0.0004590107,"about_ca_system_score_gemma":0.00027826015,"threshold_uncertainty_score":0.5791847},"labels":[],"label_agreement":null},{"id":"W2899766908","doi":"10.1093/geroni/igy023.2446","title":"COMPLICATED GRIEF AND DEATH ANXIETY AMONG OLDER KOREANS WITH SPOUSAL BEREAVEMENT","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Aging","funders":"","keywords":"Grief; Anxiety; Death anxiety; Psychology; Clinical psychology; Psychiatry; Psychotherapist","score_opus":0.032099863478455164,"score_gpt":0.33391812799163073,"score_spread":0.30181826451317556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899766908","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97542334,0.000015534108,0.0019181247,0.00044792864,0.00023723226,0.00042453644,0.000007856509,0.00007093586,0.021454545],"genre_scores_gemma":[0.99695307,0.000005304339,0.00055102445,0.0016746536,0.00013458381,0.00006487405,0.00008059489,0.000022458456,0.00051345787],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987021,0.0000441136,0.0004013083,0.00036122283,0.0001503165,0.0003409109],"domain_scores_gemma":[0.9994006,0.000020786256,0.0001633109,0.0002324966,0.00013189895,0.000050886676],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037309158,0.00014859848,0.00014624903,0.0002490313,0.0001359986,0.000030236924,0.00008133382,0.00006243628,0.00020889276],"category_scores_gemma":[0.00000410632,0.0001330262,0.000008643235,0.0007710051,0.00011806903,0.00011564231,0.000039026898,0.00016132752,0.000029135199],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039178052,0.00014341029,0.95132655,0.0000373574,0.000023685032,0.000005487037,0.004421998,5.8067116e-7,0.0004561476,0.03874131,0.0009254856,0.0038788167],"study_design_scores_gemma":[0.0016184181,0.00016280834,0.9927249,0.00015017983,0.000007573276,0.000018329783,0.0014219525,0.000048250433,0.00095518,0.0006648144,0.0020618225,0.00016580465],"about_ca_topic_score_codex":0.0013417797,"about_ca_topic_score_gemma":0.000568101,"teacher_disagreement_score":0.04139832,"about_ca_system_score_codex":0.00009701871,"about_ca_system_score_gemma":0.000025148462,"threshold_uncertainty_score":0.5424651},"labels":[],"label_agreement":null},{"id":"W2899780863","doi":"10.1093/geroni/igy023.635","title":"PRECARITY AND AGING: UNDERSTANDING CHANGING FORMS OF RISK AND INSECURITY IN LATER LIFE","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Precarity; Precarious work; Life course approach; Sociology; Globalization; Political science; Gender studies; Work (physics); Social psychology; Psychology","score_opus":0.047041276071091924,"score_gpt":0.3126048126499869,"score_spread":0.265563536578895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899780863","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9952078,0.00014268208,0.002008515,0.00053317414,0.00010226808,0.00011356398,0.0000017789082,0.000021069667,0.0018691642],"genre_scores_gemma":[0.9994299,0.00018092831,0.00015662017,0.00008246169,0.00012017179,0.0000042335214,0.0000015330103,0.0000043883856,0.000019800542],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991729,0.000066287044,0.00028060106,0.00014887202,0.00013991763,0.00019141735],"domain_scores_gemma":[0.9995929,0.00009989279,0.00014953464,0.000052574178,0.000085772364,0.000019303077],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001606584,0.00006594613,0.00012188132,0.0005518522,0.000321164,0.00004753411,0.00004357997,0.000045575034,0.000008860021],"category_scores_gemma":[0.0003731959,0.00006564679,0.000007081606,0.0011831124,0.00022106223,0.00032983752,0.000049125425,0.000106065425,2.912299e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002665107,0.0000064760193,0.5705369,0.000015620988,0.0000032634796,2.755685e-7,0.3879578,8.2534143e-7,0.000022816535,0.04096425,0.000021936215,0.00046713217],"study_design_scores_gemma":[0.00058548566,0.000016590544,0.84929687,0.00018079336,0.000006382185,3.3031296e-7,0.028861314,0.00060419925,0.00032979724,0.119341336,0.0006072617,0.00016965282],"about_ca_topic_score_codex":0.004722906,"about_ca_topic_score_gemma":0.03544817,"teacher_disagreement_score":0.3590965,"about_ca_system_score_codex":0.000073894655,"about_ca_system_score_gemma":0.000040122068,"threshold_uncertainty_score":0.9821524},"labels":[],"label_agreement":null},{"id":"W2899780986","doi":"10.1093/geroni/igy023.304","title":"ASSOCIATION BETWEEN COGNITION AND FUNCTION: A LONGITUDINAL STUDY OF CHINESE ACUTE ISCHEMIC STROKE PATIENTS","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cognition; Modified Rankin Scale; Medicine; Dementia; Stroke (engine); Cognitive impairment; Internal medicine; Montreal Cognitive Assessment; Association (psychology); Physical therapy; Cardiology; Ischemic stroke; Psychology; Disease; Psychiatry; Ischemia","score_opus":0.02145022579998189,"score_gpt":0.29916645180454643,"score_spread":0.2777162260045645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899780986","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9938368,0.0000049416976,0.000939086,0.00021600773,0.0001350926,0.00047326257,0.000009942757,0.00003054239,0.004354282],"genre_scores_gemma":[0.99887055,0.0000016574229,0.00025629203,0.00011973957,0.00023258955,0.000024092025,0.00011682507,0.000010873015,0.00036739343],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988274,0.00001983237,0.00047480338,0.00020634972,0.000344059,0.00012754866],"domain_scores_gemma":[0.99895006,0.000044111508,0.00033707282,0.00012030958,0.00053132296,0.000017093489],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003403304,0.00010313205,0.00020053521,0.00043078396,0.00004454314,0.000012774,0.000035252182,0.000053182688,0.00003488979],"category_scores_gemma":[0.00017908381,0.00009977699,0.00001326613,0.0009837145,0.000024355446,0.00016152833,0.0000647038,0.0001384525,0.000005734958],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007499381,0.00016843138,0.9908077,0.000027937243,0.00030122622,0.000001247225,0.00071316713,1.8779996e-7,0.0033568027,0.000005398917,0.001512643,0.0030302561],"study_design_scores_gemma":[0.0036876039,0.00044843092,0.99316174,0.000059939117,0.00023325076,8.0791955e-7,0.00035176188,0.000040390853,0.0015397217,0.000023512055,0.00037798597,0.00007486473],"about_ca_topic_score_codex":0.000026194117,"about_ca_topic_score_gemma":0.000007971593,"teacher_disagreement_score":0.0050336956,"about_ca_system_score_codex":0.00013098441,"about_ca_system_score_gemma":0.0000139927015,"threshold_uncertainty_score":0.40687877},"labels":[],"label_agreement":null},{"id":"W2899781706","doi":"10.1093/geroni/igy023.2931","title":"THE LONG VIEW: COMPARING OUTCOMES OF CLASS- AND HOME-BASED PHYSICAL ACTIVITY PROGRAMS FOUR YEARS LATER","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Physical Activity and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Medicine; Quality of life (healthcare); Randomized controlled trial; Physical therapy; Gerontology; Physical activity; Intervention (counseling); Physical fitness; Nursing","score_opus":0.07758649882551494,"score_gpt":0.36476087806158924,"score_spread":0.2871743792360743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899781706","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968468,0.0000034880434,0.0003790412,0.0022902945,0.000054047927,0.00017817969,3.6635512e-7,0.000021630074,0.00022618193],"genre_scores_gemma":[0.99958676,0.0000012955543,0.00009976497,0.00017822674,0.00009477239,0.000009514226,0.0000022359088,0.0000066020752,0.00002081779],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994124,0.000029029694,0.00015065384,0.000111896785,0.00015349367,0.0001424798],"domain_scores_gemma":[0.9995644,0.000110499794,0.000100178426,0.00011645462,0.00008886234,0.00001957406],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025723723,0.00006195857,0.00021810553,0.000082746075,0.00006165407,0.000018191036,0.00003669876,0.000024396648,0.0000010597471],"category_scores_gemma":[0.000042072945,0.000044233755,0.000019064399,0.000471249,0.00014047627,0.00009622388,0.00002648795,0.00018598446,0.000002747766],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007394882,0.00043835555,0.848881,0.00008884194,0.000016652664,0.000001974179,0.00044727774,0.0000021814983,0.0033734976,0.0017256269,0.000013073426,0.14493757],"study_design_scores_gemma":[0.0006940836,0.00015042386,0.988081,0.00010710882,0.000006630669,8.669639e-7,0.000024729114,0.005852634,0.0041013174,0.00065102254,0.000281476,0.000048751266],"about_ca_topic_score_codex":0.000052279,"about_ca_topic_score_gemma":0.000051312898,"teacher_disagreement_score":0.14488882,"about_ca_system_score_codex":0.000037611684,"about_ca_system_score_gemma":0.000038954546,"threshold_uncertainty_score":0.18038002},"labels":[],"label_agreement":null},{"id":"W2899782114","doi":"10.1093/geroni/igy023.2476","title":"THE MENTAL HEALTH OF AGING SEXUAL MINORITIES IN CANADA: FINDINGS FROM THE CANADIAN LONGITUDINAL STUDY ON AGING (CLSA)","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Guelph; Saint Paul University","funders":"","keywords":"Mental health; Lesbian; Longitudinal study; Psychology; Depression (economics); Odds; Gerontology; Healthy aging; Depressive symptoms; Population; Successful aging; Demography; Clinical psychology; Medicine; Psychiatry; Cognition; Logistic regression; Internal medicine","score_opus":0.09195399953874941,"score_gpt":0.39518630843232866,"score_spread":0.3032323088935792,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899782114","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.971343,0.00017470786,0.000003977825,0.024380045,0.0017303419,0.00037054,0.000049125596,0.000009751504,0.0019385102],"genre_scores_gemma":[0.9964302,0.0000060798034,0.000009906365,0.0027373175,0.00042153537,0.000021484027,0.00002153437,0.000015210435,0.00033673592],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979079,0.0002531641,0.0006987523,0.00026790926,0.00031861736,0.00055367564],"domain_scores_gemma":[0.99902874,0.00027497276,0.00022102233,0.00031473828,0.00010636525,0.000054156742],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014256907,0.0001367351,0.00018310698,0.00043965262,0.00077987043,0.00007490093,0.000317481,0.00003755505,0.000058915277],"category_scores_gemma":[0.0000783465,0.0001119458,0.000010894755,0.0011896549,0.000114945135,0.0000951034,0.00004432117,0.00039346493,0.000010585686],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008696765,0.000028870438,0.9611435,0.00001665974,0.000018270002,0.000006664355,0.02231005,0.0000024603846,0.000004513747,0.0038741508,0.009682673,0.0029035017],"study_design_scores_gemma":[0.0005082913,0.00006339119,0.9751278,0.000043932294,0.0000027940123,0.0000024600809,0.02252753,0.000019005074,0.000006263856,0.00027025354,0.0013314248,0.000096841846],"about_ca_topic_score_codex":0.9996348,"about_ca_topic_score_gemma":0.9999286,"teacher_disagreement_score":0.025087196,"about_ca_system_score_codex":0.0018829502,"about_ca_system_score_gemma":0.0019813317,"threshold_uncertainty_score":0.59982115},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":true,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":true,"confidence":"low"}],"label_agreement":"agree"},{"id":"W2899783425","doi":"10.1093/geroni/igy023.211","title":"UNDERSTANDING OLDER ADULT HOMELESSNESS IN NORTH AMERICA: A QUALITATIVE INTERPRETIVE META-SYNTHESIS","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Inclusion (mineral); Qualitative research; Vulnerability (computing); Psychology; Gerontology; Coping (psychology); Population; Medicine; Sociology; Clinical psychology; Social psychology; Social science; Environmental health","score_opus":0.2058128496239487,"score_gpt":0.4596864443675754,"score_spread":0.2538735947436267,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899783425","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9707617,0.000031168136,0.02258988,0.00073122955,0.00033050415,0.00041903002,0.00002401816,0.00006905541,0.0050433897],"genre_scores_gemma":[0.9980534,0.000016572187,0.0003284777,0.00045770736,0.00015943812,0.00089219364,0.000014178716,0.000029164119,0.000048880407],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9969611,0.0010158434,0.0009865323,0.00032873487,0.00024686317,0.00046089315],"domain_scores_gemma":[0.99722356,0.0015588945,0.0004315394,0.0001725801,0.0005824404,0.00003098487],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012427354,0.00018706158,0.00069437706,0.0008695885,0.00034650156,0.000022623275,0.0001633301,0.0001290766,0.0006037414],"category_scores_gemma":[0.0013265905,0.00017039248,0.00004470658,0.004086594,0.00018378803,0.00033229194,0.00008632894,0.0005168564,0.00007221065],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003128538,0.00004413711,0.12468546,0.000094638184,0.000089026005,0.000004702991,0.83461326,0.0000060926022,0.000024796285,0.03917108,0.000022171163,0.0012133656],"study_design_scores_gemma":[0.00034935414,0.000018098366,0.03624627,0.0005004002,0.000030714225,2.4287461e-8,0.9573075,0.00021154477,0.000088884655,0.004905363,0.00012201962,0.00021979662],"about_ca_topic_score_codex":0.0032755316,"about_ca_topic_score_gemma":0.054825958,"teacher_disagreement_score":0.12269429,"about_ca_system_score_codex":0.00076876633,"about_ca_system_score_gemma":0.00013925065,"threshold_uncertainty_score":0.962421},"labels":[],"label_agreement":null},{"id":"W2899790946","doi":"10.1093/geroni/igy023.3041","title":"MOBILIZE RAPID RESEARCH KNOWLEDGE UPTAKE BY USING GAMIFICATION","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Educational Games and Gamification","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia; Vancouver General Hospital","funders":"","keywords":"Participatory action research; Knowledge translation; Citizen journalism; Psychology; Presentation (obstetrics); Action (physics); Unit (ring theory); Dementia; Medical education; Action research; Health care; Test (biology); Nursing; Knowledge management; Medicine; Pedagogy; Disease; Sociology; Computer science; Mathematics education","score_opus":0.17980059733372414,"score_gpt":0.47309126111472477,"score_spread":0.29329066378100066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899790946","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95097715,0.00050431245,0.003515089,0.0019582838,0.0011186562,0.00033776095,0.00000544838,0.00005874271,0.041524578],"genre_scores_gemma":[0.9946599,0.000008579436,0.00084397785,0.00020138676,0.000556932,0.000105527004,0.000094576695,0.000023763549,0.0035053538],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99823666,0.00022725442,0.000589779,0.00039873656,0.00022584507,0.00032171793],"domain_scores_gemma":[0.99821883,0.00016474284,0.00015743906,0.00039602595,0.0010358705,0.00002706303],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0025637727,0.00010033489,0.00010092207,0.000834159,0.00017675273,0.000055637913,0.00019713679,0.000109082226,0.0009825071],"category_scores_gemma":[0.00022617719,0.000112633694,0.000015988944,0.0035886578,0.00018397292,0.00016878631,0.000029932939,0.00027453864,0.0005199222],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059390968,0.00089810166,0.028155489,0.000042309388,0.000034984587,0.0000010358883,0.0417829,0.000012439015,0.16486911,0.41532737,0.066372514,0.28244436],"study_design_scores_gemma":[0.001258766,0.00015071734,0.30764988,0.00018817929,0.000009583848,0.000015928974,0.016754286,0.0037444253,0.008354687,0.014067488,0.647279,0.00052700564],"about_ca_topic_score_codex":0.00015390289,"about_ca_topic_score_gemma":0.000015616779,"teacher_disagreement_score":0.58090657,"about_ca_system_score_codex":0.00023009212,"about_ca_system_score_gemma":0.00010369189,"threshold_uncertainty_score":0.99993074},"labels":[],"label_agreement":null},{"id":"W2899800981","doi":"10.1093/geroni/igy023.3183","title":"UTILITY OF A GENERAL PROGNOSTIC SCORE IN IDENTIFYING PATIENTS WITH POOR OUTCOMES AFTER AORTIC VALVE REPLACEMENT","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Medicine; Quartile; Life expectancy; Aortic valve replacement; Cohort; Internal medicine; Valve replacement; Population; Cohort study; Cardiology; Surgery; Confidence interval; Stenosis","score_opus":0.02441115117538307,"score_gpt":0.3442548643447035,"score_spread":0.3198437131693204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899800981","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9988811,0.000025430027,0.000106275875,0.00006362993,0.00010635395,0.00058833655,0.000009450631,0.000013744917,0.00020566367],"genre_scores_gemma":[0.99922305,6.576749e-7,0.00033615803,0.00022710142,0.000024287272,0.000072743314,0.00006970031,0.00001171491,0.000034557466],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988829,0.000022113943,0.0004519009,0.00021218,0.0002683777,0.00016251342],"domain_scores_gemma":[0.99934757,0.000019022395,0.00013539784,0.00018242456,0.00029167367,0.000023929972],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015137091,0.000103485705,0.00021212897,0.00034448077,0.000018370412,0.000011318484,0.000025688138,0.00002455284,0.00006085821],"category_scores_gemma":[0.0001261993,0.00008266751,0.000084715015,0.0008049616,0.00003741391,0.00009739899,0.00003083301,0.00006292635,0.0000042306415],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029636853,0.0003324948,0.9972953,0.00009679191,0.00011403649,0.000003299391,0.0003302211,8.8214625e-7,0.000021184873,0.000044302655,0.000011778948,0.0014533047],"study_design_scores_gemma":[0.00292816,0.00009659508,0.99592036,0.00042675735,0.000086590204,3.789339e-7,0.000068991314,0.00012384147,0.00020149864,0.000072858486,0.0000039514493,0.00007003215],"about_ca_topic_score_codex":0.00015879552,"about_ca_topic_score_gemma":0.000025774667,"teacher_disagreement_score":0.0026317914,"about_ca_system_score_codex":0.00007571434,"about_ca_system_score_gemma":0.000057118505,"threshold_uncertainty_score":0.3371083},"labels":[],"label_agreement":null},{"id":"W2899803618","doi":"10.1093/geroni/igy023.1886","title":"THE EFFECTS OF PHYSICAL AND COGNITIVE TRAINING ON MOBILITY AND EXECUTIVE FUNCTIONS IN OLDER ADULTS","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Physical Activity and Health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Bishop's University; Institut Universitaire de Gériatrie de Montréal; Concordia University; Université de Montréal","funders":"","keywords":"Stroop effect; Cog; Cognition; Executive functions; Cognitive flexibility; Cognitive training; Psychology; Physical medicine and rehabilitation; Physical therapy; Effects of sleep deprivation on cognitive performance; Cognitive decline; Aerobic exercise; Repeated measures design; Analysis of variance; Medicine; Dementia; Internal medicine","score_opus":0.026994680079003942,"score_gpt":0.3336375210713129,"score_spread":0.30664284099230893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899803618","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9981609,0.000011771701,0.0001384501,0.0005437825,0.00003311205,0.00029136956,0.0000014239797,0.000006589384,0.0008125778],"genre_scores_gemma":[0.9996589,0.0000025119693,0.000007407544,0.00022073649,0.00007137923,0.000023128472,0.000002357119,0.0000029690195,0.000010614821],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9995743,0.000035736783,0.00012691226,0.00010513377,0.00006803697,0.00008990481],"domain_scores_gemma":[0.9990096,0.00079458114,0.000049941005,0.000043130396,0.00008854779,0.000014213461],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001889917,0.000046349873,0.00012703716,0.00009262436,0.000059877257,0.0000042572515,0.00000940948,0.000026155625,5.331158e-7],"category_scores_gemma":[0.00046428494,0.000034215554,0.0000062808963,0.0004593644,0.00016282103,0.000060594317,0.000011730992,0.00021107018,4.9617165e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002160221,0.0030181056,0.15719749,0.0012206252,0.0000622418,0.000008605393,0.1981399,0.0000012018817,0.026705688,0.03441557,0.00005654051,0.5770138],"study_design_scores_gemma":[0.0018221998,0.00054560584,0.9835539,0.0012761006,0.0000072336725,0.0000012316832,0.0039680176,0.0008629024,0.0061858622,0.0017236151,0.000012389551,0.00004098387],"about_ca_topic_score_codex":0.000054089887,"about_ca_topic_score_gemma":0.000039703722,"teacher_disagreement_score":0.82635635,"about_ca_system_score_codex":0.000021152064,"about_ca_system_score_gemma":0.00002749086,"threshold_uncertainty_score":0.13952698},"labels":[],"label_agreement":null},{"id":"W2899804115","doi":"10.1093/geroni/igy023.2616","title":"THE EVOLUTION OF AGE AND WOMEN REPRESENTATION IN THE MOST CITED RANDOMIZED TRIALS OF CARDIOLOGY OF THE LAST 20 YEARS","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Montreal Heart Institute; Centre Hospitalier de l’Université de Montréal; Université de Montréal","funders":"","keywords":"Medicine; Population; Demography; Life expectancy; Atrial fibrillation; Randomized controlled trial; Internal medicine; Gerontology; Cardiology; Pediatrics","score_opus":0.28884303754440604,"score_gpt":0.43932916838841884,"score_spread":0.1504861308440128,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899804115","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9914748,0.00022340233,0.0018647244,0.0042055496,0.0002552433,0.0007692441,0.000029682227,0.0000026750504,0.0011746667],"genre_scores_gemma":[0.9992997,0.000033917753,0.00011026167,0.00033092662,0.000105907544,0.000080276564,0.0000065287027,0.000004635579,0.00002782705],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9936511,0.0017281603,0.0042841816,0.00014541131,0.00007090655,0.00012025043],"domain_scores_gemma":[0.9924269,0.003925908,0.003237825,0.00027697644,0.00012597411,0.000006468166],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.064210385,0.00005455944,0.0007773594,0.0004207578,0.000058052774,0.000013611662,0.00016459622,0.00005520244,0.000008402236],"category_scores_gemma":[0.019116968,0.000040247996,0.000044132616,0.0011913982,0.00028201813,0.000109031935,0.000031961674,0.00008456508,0.0000022360582],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011155924,0.000035674064,0.45742777,0.00016630511,0.00013861438,2.7290122e-7,0.033742763,0.0009917844,0.00064618525,0.502367,0.0022676438,0.0011003661],"study_design_scores_gemma":[0.02323061,0.000044541295,0.82704043,0.00015403195,0.000009544045,0.0000018652415,0.015661823,0.0044056503,0.00013667585,0.12693167,0.002259569,0.00012358898],"about_ca_topic_score_codex":0.0008543493,"about_ca_topic_score_gemma":0.0001645845,"teacher_disagreement_score":0.37543535,"about_ca_system_score_codex":0.0001731979,"about_ca_system_score_gemma":0.0000687931,"threshold_uncertainty_score":0.9891454},"labels":[],"label_agreement":null},{"id":"W2899810142","doi":"10.1093/geroni/igy023.2441","title":"AGING, BODY PRACTICES, GENDERED SUBJECTIVITY AND LATER LIFE IDENTITIES: NARRATIVES FROM INDIA AND CANADA","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Gender studies; Narrative; Sociology; Consumerism; Subjectivity; Psychology; Political science","score_opus":0.05016071100572425,"score_gpt":0.37547869616023893,"score_spread":0.3253179851545147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899810142","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9907108,0.00034354077,0.00021145327,0.0017128529,0.00043629255,0.00010499331,0.000012762798,0.00002621957,0.006441083],"genre_scores_gemma":[0.99761826,0.0000035349246,0.00015090569,0.00082245807,0.0001941343,0.000018277095,0.000020950856,0.000010942142,0.0011605159],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99880546,0.0002093403,0.00025861693,0.00033017027,0.00014248668,0.000253907],"domain_scores_gemma":[0.9992171,0.00021915634,0.0002329577,0.00016169032,0.00012964378,0.000039453866],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005813092,0.00010365195,0.00014392186,0.00025284206,0.00016611641,0.0000772144,0.000080149475,0.00007745033,0.0002771993],"category_scores_gemma":[0.00029294318,0.000106839274,0.000004723058,0.0003428923,0.00018709859,0.00026413493,0.000064441185,0.00029138196,0.000007479015],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029342069,0.000019058853,0.96568125,0.000009924515,0.00006279003,0.000028886743,0.02662311,7.5305266e-8,0.00033781884,0.0021069292,0.0042258017,0.0008750197],"study_design_scores_gemma":[0.0006078418,0.000025597832,0.98281884,0.000025633357,0.0000040680934,0.000013334687,0.011446555,0.000040245828,0.00019709858,0.001526781,0.0031564508,0.00013756694],"about_ca_topic_score_codex":0.3146717,"about_ca_topic_score_gemma":0.2961291,"teacher_disagreement_score":0.018542588,"about_ca_system_score_codex":0.00005302184,"about_ca_system_score_gemma":0.00019028348,"threshold_uncertainty_score":0.7167147},"labels":[],"label_agreement":null},{"id":"W2899815202","doi":"10.1093/geroni/igy023.497","title":"CAN MOCA SCORES PREDICT AMYLOID PET SCAN POSITIVITY? SENSITIVITY AND SPECIFICITY ANALYSES IN A MEMORY CLINIC SAMPLE","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Receiver operating characteristic; Medicine; Internal medicine; Logistic regression; Area under the curve; Univariate analysis; Multivariate analysis; Confidence interval; Nuclear medicine; Cognitive impairment; Disease","score_opus":0.05915217031433296,"score_gpt":0.3853597581273593,"score_spread":0.32620758781302633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899815202","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9941587,0.000025065347,0.00086207304,0.0013762189,0.00006759527,0.00037934518,0.000024494355,0.000035852576,0.0030706497],"genre_scores_gemma":[0.9983909,0.000019934205,0.00062141306,0.00060720445,0.00015165251,0.000017846285,0.000070800445,0.000012970982,0.00010725969],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99832547,0.00020603009,0.0004497982,0.00034818944,0.00035316384,0.00031732535],"domain_scores_gemma":[0.9990539,0.0003011462,0.00010275312,0.00016744414,0.0003187609,0.0000559837],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016291783,0.00013102464,0.00026055772,0.0010165172,0.00008499086,0.00005175385,0.000038503415,0.00003375167,0.00018937245],"category_scores_gemma":[0.0007411194,0.00012853244,0.000024239696,0.0018032105,0.00023451942,0.00017119265,0.0000812325,0.00027403154,0.000008902009],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015131128,0.0001527138,0.9191447,0.000050428498,0.000025724543,0.00013332862,0.00045589314,0.0000016446396,0.068990536,0.00008043058,0.00006824321,0.010745036],"study_design_scores_gemma":[0.001331291,0.00017910035,0.9690073,0.00024947294,0.00001662816,0.00003914718,0.000678556,0.0014661613,0.026606183,0.0002861875,0.000026529295,0.00011345827],"about_ca_topic_score_codex":0.00249696,"about_ca_topic_score_gemma":0.0032034365,"teacher_disagreement_score":0.04986258,"about_ca_system_score_codex":0.00014026517,"about_ca_system_score_gemma":0.00013704582,"threshold_uncertainty_score":0.52414006},"labels":[],"label_agreement":null},{"id":"W2899820694","doi":"10.1093/geroni/igy023.331","title":"EVALUATING CMS PAYMENT REFORM INITIATIVE TO REDUCE AVOIDABLE HOSPITALIZATIONS AMONG NURSING FACILITY RESIDENTS","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicaid; Medicine; Payment; Nursing; Nursing homes; Quarter (Canadian coin); Minimum Data Set; Skilled Nursing Facility; Family medicine; Prospective payment system; Telephone survey; Health care; Business","score_opus":0.11948112094059758,"score_gpt":0.4757570883247436,"score_spread":0.356275967384146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899820694","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9689727,0.000018455017,0.0050029256,0.0028911938,0.001756307,0.0009947272,0.000016038737,0.0001223076,0.020225333],"genre_scores_gemma":[0.9958878,0.000002077718,0.0018691432,0.00059649814,0.000383501,0.00019473946,0.00009791598,0.000018349276,0.0009499726],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99736947,0.00030803605,0.0010266334,0.00038133835,0.00040707152,0.00050744636],"domain_scores_gemma":[0.99795663,0.00013810833,0.00037343096,0.0003181676,0.001152879,0.000060782],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002135149,0.00015254227,0.00021311697,0.0007037339,0.0010082255,0.00003763863,0.00014829829,0.00012329889,0.00024902064],"category_scores_gemma":[0.0010401164,0.00015555708,0.000022716142,0.003285526,0.00008698607,0.00039338562,0.00007767278,0.00037056458,0.00016661276],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021342223,0.00030099592,0.5335988,0.00025980073,0.000047430447,0.000007222105,0.3579455,0.00026860362,0.0075238696,0.008061089,0.03058765,0.06118566],"study_design_scores_gemma":[0.0010827905,0.00019755545,0.9266161,0.0021336565,0.000017186345,7.96564e-7,0.059409723,0.0006128919,0.0031760412,0.0056750975,0.00073898165,0.0003392174],"about_ca_topic_score_codex":0.001833547,"about_ca_topic_score_gemma":0.00036419427,"teacher_disagreement_score":0.3930173,"about_ca_system_score_codex":0.001983302,"about_ca_system_score_gemma":0.0003321799,"threshold_uncertainty_score":0.7754557},"labels":[],"label_agreement":null},{"id":"W2899829045","doi":"10.1093/geroni/igy023.2682","title":"THE IMPACT OF LEADERSHIP AND CULTURE ON SUSTAINABILITY OF A DEMENTIA TRAINING PROGRAM IN LONG-TERM CARE","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health and Well-being Studies","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Science Centre for Human and Animal Health; University of Saskatchewan","funders":"","keywords":"Sustainability; Culture change; Long-term care; Nursing; Organizational culture; Dementia; Psychology; Medicine; Public relations; Political science; Sociology","score_opus":0.0630524399041477,"score_gpt":0.43141846467144235,"score_spread":0.36836602476729463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899829045","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99717826,0.00039533337,0.00004042586,0.00072459487,0.00006697996,0.0003522232,0.0000010623461,0.00001108363,0.0012300342],"genre_scores_gemma":[0.99978596,0.0000038724083,0.000032157805,0.00007647096,0.000034831024,0.000037059388,0.0000039515776,0.0000044758635,0.000021236767],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991484,0.00008367005,0.0003566178,0.00012482674,0.000066758694,0.00021969616],"domain_scores_gemma":[0.9993875,0.00008623102,0.00013974821,0.000112923815,0.00026467463,0.000008902589],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059377024,0.00006500924,0.00011790217,0.00015685074,0.00006322113,0.000008328761,0.000054717184,0.000047200596,0.0000054999455],"category_scores_gemma":[0.00023927541,0.000045876026,0.000014383476,0.000710694,0.00016808041,0.00003164539,0.000013964346,0.00013568622,3.2803695e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047187874,0.00003630779,0.74590874,0.00013089951,0.000016960716,0.0000010752099,0.10360285,0.0000030061462,0.000021785849,0.0011774098,0.00007711236,0.1489767],"study_design_scores_gemma":[0.00044046683,0.00028544434,0.963391,0.000109080516,0.0000023770406,5.5789496e-7,0.03511281,0.000007588788,0.00006426325,0.0004983491,0.000047760583,0.000040322077],"about_ca_topic_score_codex":0.00034031883,"about_ca_topic_score_gemma":0.00030305254,"teacher_disagreement_score":0.21748227,"about_ca_system_score_codex":0.00007667916,"about_ca_system_score_gemma":0.00006129782,"threshold_uncertainty_score":0.18707702},"labels":[],"label_agreement":null},{"id":"W2899829803","doi":"10.1093/geroni/igy023.1099","title":"COMPARING A NEUROPATHOLOGICAL INDEX WITH TRADITIONAL PATHOLOGY IN PREDICTING ALZHEIMER’S DEMENTIA","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Medicine and Dermatology Studies History","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Dementia; Index (typography); Medicine; Pathology; Psychology; Disease; Computer science; World Wide Web","score_opus":0.09938311861347325,"score_gpt":0.30550467315873914,"score_spread":0.20612155454526587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899829803","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9726421,0.00024294155,0.002065646,0.0011993926,0.00020466252,0.00016869244,4.5305026e-7,0.000051964977,0.02342413],"genre_scores_gemma":[0.99168473,0.000003369982,0.00088879996,0.0071679675,0.00018917042,0.0000309832,0.000019623187,0.000009571401,0.0000057537454],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99884266,0.00006190419,0.00047595383,0.00024245886,0.00016253465,0.000214488],"domain_scores_gemma":[0.9995578,0.00006063514,0.000121348334,0.00011274232,0.0001248991,0.000022557517],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004345711,0.00010209451,0.000257207,0.00057984376,0.00007486568,0.000003790087,0.000047352045,0.00006257451,0.000024551597],"category_scores_gemma":[0.00011907869,0.00008738093,0.000010343866,0.0008894598,0.00027389597,0.00007122308,0.000030547435,0.00034244708,0.00000782798],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000092425566,0.00007819002,0.99536467,0.000013883859,0.00003354748,0.0006983922,0.00081222766,0.000010434479,0.0005059867,0.0010853752,0.000677291,0.0006275679],"study_design_scores_gemma":[0.0023256016,0.00021923489,0.992519,0.00016368506,0.000042182073,0.00062113337,0.00057945534,0.0022728827,0.00012058247,0.0001672441,0.0008765495,0.00009245124],"about_ca_topic_score_codex":0.000009643751,"about_ca_topic_score_gemma":0.000034407734,"teacher_disagreement_score":0.023418376,"about_ca_system_score_codex":0.00004168508,"about_ca_system_score_gemma":0.000058677586,"threshold_uncertainty_score":0.3563291},"labels":[],"label_agreement":null},{"id":"W2899830352","doi":"10.1093/geroni/igy023.465","title":"IMPACT OF INTERNET-BASED INTERVENTIONS ON MENTAL HEALTH OF CAREGIVERS OF ADULTS WITH CHRONIC CONDITIONS","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Family Caregiving in Mental Illness","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Mental health; Psychological intervention; Psychosocial; Anxiety; The Internet; Distress; Randomized controlled trial; Medicine; Intervention (counseling); Clinical psychology; Psychology; Psychiatry; World Wide Web","score_opus":0.028212509433108334,"score_gpt":0.37954004615538234,"score_spread":0.351327536722274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899830352","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9958331,0.000030574254,0.0015408178,0.00012299047,0.00038878171,0.00028023173,0.00012186685,0.000015691145,0.0016659294],"genre_scores_gemma":[0.9995257,6.385735e-7,0.00017754879,0.00004654712,0.000019227728,0.00002119152,0.00014856523,0.000013576175,0.00004697209],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988551,0.00008021454,0.0005935274,0.00016770755,0.00015648689,0.0001469717],"domain_scores_gemma":[0.99883723,0.000054996694,0.0006130465,0.00023290404,0.0002458128,0.000015987447],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024294006,0.00009685735,0.00020564852,0.0007395151,0.000025809992,0.0000033325157,0.00013222381,0.000036612677,0.0004186508],"category_scores_gemma":[0.00002283231,0.000091234244,0.00006965884,0.0010707953,0.0002860364,0.00006306611,0.000020905327,0.00010594228,0.000005315704],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016117143,0.002608714,0.83226,0.0019028983,0.000648279,0.000006726897,0.07466614,0.0013291044,0.017105384,0.04254421,0.012850733,0.012466055],"study_design_scores_gemma":[0.006841087,0.0069104256,0.94285,0.010580702,0.000012856275,0.000006697696,0.010817514,0.00055428874,0.021041973,0.000097381046,0.000046244662,0.00024084924],"about_ca_topic_score_codex":0.002938028,"about_ca_topic_score_gemma":0.00049576315,"teacher_disagreement_score":0.110589944,"about_ca_system_score_codex":0.00046134528,"about_ca_system_score_gemma":0.00012951755,"threshold_uncertainty_score":0.45839328},"labels":[],"label_agreement":null},{"id":"W2899834825","doi":"10.1093/geroni/igy023.1623","title":"MASTERY AS A MEDIATOR OF THE ASSOCIATION BETWEEN THREE-DIMENSIONAL WISDOM AND SUBJECTIVE HEALTH","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Optimism, Hope, and Well-being","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Feeling; Association (psychology); Psychology; Reciprocal; Structural equation modeling; Affect (linguistics); Developmental psychology; Cognition; Social psychology; Clinical psychology; Psychotherapist; Psychiatry","score_opus":0.02030285150978337,"score_gpt":0.31659250111352527,"score_spread":0.2962896496037419,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899834825","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99044687,0.00005021696,0.00030609942,0.0028250301,0.0006144362,0.00018326234,0.0000054503403,0.000017161647,0.005551499],"genre_scores_gemma":[0.9982942,0.00000131849,0.00019566758,0.0009531448,0.00029739016,0.0000084639805,0.000008193553,0.000010596044,0.00023106589],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99893004,0.000116818104,0.00040561327,0.00017436148,0.00019659301,0.00017659855],"domain_scores_gemma":[0.99904865,0.00021378008,0.0003967322,0.00013097374,0.00019352358,0.000016321945],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010940448,0.000074620715,0.0001469924,0.00020286252,0.00009500057,0.000012740077,0.00007268387,0.000075757336,0.00006721447],"category_scores_gemma":[0.00013682224,0.000064004846,0.000014982401,0.00082214247,0.00006494348,0.00009233161,0.000045198936,0.00016774224,0.000019632535],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015325804,0.00002031646,0.9758388,0.00000987047,0.000038561957,4.0307256e-7,0.0074244,0.0000032130536,0.000198793,0.009227393,0.0006362486,0.006586719],"study_design_scores_gemma":[0.00063148065,0.000060871153,0.99046445,0.0000838302,0.0000065271156,0.0000018091648,0.0005035508,0.00007184002,0.000751269,0.006793869,0.0005542946,0.000076180455],"about_ca_topic_score_codex":0.00043410613,"about_ca_topic_score_gemma":0.00012592778,"teacher_disagreement_score":0.014625723,"about_ca_system_score_codex":0.00012127414,"about_ca_system_score_gemma":0.00008038178,"threshold_uncertainty_score":0.26100418},"labels":[],"label_agreement":null},{"id":"W2899838837","doi":"10.1093/geroni/igy023.780","title":"EVALUATING THE IMPACT OF A SOCIAL INTERVENTION ON PSYCHOLOGICAL OUTCOMES FOR PEOPLE WITH DEMENTIA","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Music Therapy and Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Dementia; Psychological intervention; Intervention (counseling); Mood; Quality of life (healthcare); Psychology; Cognition; Choir; Clinical psychology; Gerontology; Medicine; Psychotherapist; Psychiatry","score_opus":0.18587727775601232,"score_gpt":0.5479740711790763,"score_spread":0.36209679342306395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899838837","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99007905,0.0000049601713,0.0067644436,0.00097318133,0.00024218377,0.0003389374,0.0000037140053,0.000014920496,0.0015786093],"genre_scores_gemma":[0.9988084,1.04566666e-7,0.00040133222,0.00046856288,0.00014652018,0.000085925356,0.000009846865,0.0000074587338,0.000071856746],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99914855,0.00010979223,0.00035853632,0.00014114319,0.00009671873,0.00014524184],"domain_scores_gemma":[0.99935687,0.000111334186,0.00026663882,0.00011632897,0.000143296,0.000005511413],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001384921,0.0000657794,0.00012170023,0.00014651414,0.00011314784,0.000010998307,0.00008354673,0.00004183311,0.0007394722],"category_scores_gemma":[0.000050321752,0.00003880754,0.000044259265,0.0005245068,0.00004467404,0.00003420663,0.000007888164,0.00009956469,0.000006494903],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023074897,0.0010007767,0.6028478,0.00004556524,0.00030493573,4.146695e-7,0.04791317,0.000049239916,0.0016669888,0.18129586,0.00329793,0.15926984],"study_design_scores_gemma":[0.0017507214,0.0019189871,0.99229425,0.000032442033,0.0000067418664,0.0000010459089,0.000693775,0.00022256748,0.000028405113,0.0029466788,0.000053724416,0.000050683564],"about_ca_topic_score_codex":0.0001712062,"about_ca_topic_score_gemma":0.00008695088,"teacher_disagreement_score":0.38944644,"about_ca_system_score_codex":0.000037324233,"about_ca_system_score_gemma":0.000014070874,"threshold_uncertainty_score":0.80967027},"labels":[],"label_agreement":null},{"id":"W2899847229","doi":"10.1093/geroni/igy023.556","title":"ASSESSING THE RURAL BUILT ENVIRONMENT TO SUPPORT OLDER ADULTS MOBILITY AND SOCIAL INTERACTION","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Saskatchewan; University of Regina","funders":"","keywords":"Built environment; Audit; Affect (linguistics); Aging in place; Focus group; Adaptation (eye); Social isolation; Business; Gerontology; Psychology; Geography; Medicine; Engineering; Marketing; Civil engineering","score_opus":0.030704672539833517,"score_gpt":0.3604573346901129,"score_spread":0.3297526621502794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899847229","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9914818,0.000007696235,0.0016521829,0.005061701,0.0002861438,0.00019513287,6.1473736e-7,0.000024841604,0.0012899088],"genre_scores_gemma":[0.99855655,0.0000063629104,0.00014145164,0.0005668329,0.00054883544,0.00002459546,0.0000038801722,0.000004016543,0.00014749024],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99919516,0.000085500804,0.00023575676,0.00013951364,0.00019259962,0.0001514599],"domain_scores_gemma":[0.9996782,0.000054013068,0.000100128695,0.00006297087,0.000092850365,0.000011815938],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010123901,0.000060851027,0.00006717911,0.000104404986,0.00078718323,0.00014654518,0.00006562493,0.000030190842,0.00009151006],"category_scores_gemma":[0.00008680539,0.000051481482,0.000010160798,0.00037786303,0.00016188867,0.00040806524,0.000042649528,0.00008578339,0.000011896367],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005982215,0.00003168202,0.15352367,0.000007905692,0.0000058533556,3.5768667e-7,0.8124447,0.0000025695454,0.00018398136,0.0033127686,0.0014666028,0.029013969],"study_design_scores_gemma":[0.00016822085,0.000014443104,0.9408999,0.000030403555,0.0000032777266,3.3747577e-7,0.0458026,0.00007401181,0.0001633057,0.00093743316,0.0118166115,0.000089460635],"about_ca_topic_score_codex":0.0040719756,"about_ca_topic_score_gemma":0.0061000567,"teacher_disagreement_score":0.7873762,"about_ca_system_score_codex":0.00011317627,"about_ca_system_score_gemma":0.00003450655,"threshold_uncertainty_score":0.6155636},"labels":[],"label_agreement":null},{"id":"W2899847933","doi":"10.1093/geroni/igy023.037","title":"URBAN ECOLOGY, CLIMATE CHANGE, AND AGING","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University; University of British Columbia","funders":"","keywords":"Climate change; Adaptive capacity; Environmental change; Adaptation (eye); Disadvantage; Geography; Built environment; Environmental resource management; Environmental planning; Ecology; Psychology; Environmental science; Political science; Biology","score_opus":0.0898528767711846,"score_gpt":0.3447163741568862,"score_spread":0.25486349738570163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899847933","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9841777,0.000021978092,0.000017742412,0.0041330825,0.00019055034,0.00013987847,0.000002249748,0.000034215722,0.011282623],"genre_scores_gemma":[0.9941819,0.0000666906,0.00028395222,0.005155888,0.00024233047,0.000018833716,0.0000060661396,0.000008002301,0.000036356552],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992189,0.000017256549,0.00021357328,0.00016766091,0.000079625315,0.00030299567],"domain_scores_gemma":[0.9997631,0.000024867733,0.00008065474,0.00008740069,0.0000118276885,0.000032199223],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050492515,0.00006636694,0.000074588286,0.00014325316,0.00013238905,0.000022856046,0.000052166488,0.000037836442,0.00042891133],"category_scores_gemma":[0.00004009074,0.00006770061,0.0000040198033,0.0007116994,0.000100275865,0.00032280153,0.000120576515,0.000082374274,0.00016522376],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000028911584,0.000010490454,0.9757775,0.000014987022,4.1602917e-7,0.0000027318833,0.0033281164,5.288361e-7,0.0014676529,0.0009682346,0.0014963804,0.016930036],"study_design_scores_gemma":[0.00022741746,0.000035524212,0.99160063,0.000058607002,0.0000011791197,0.0000053847366,0.00023079035,0.0005070599,0.00042866476,0.00061680685,0.0061963224,0.00009162517],"about_ca_topic_score_codex":0.00016118257,"about_ca_topic_score_gemma":0.00044617255,"teacher_disagreement_score":0.01683841,"about_ca_system_score_codex":0.000095243195,"about_ca_system_score_gemma":0.0000026834996,"threshold_uncertainty_score":0.46962783},"labels":[],"label_agreement":null},{"id":"W2899850920","doi":"10.1093/geroni/igy023.000","title":"A STUDY OF EVIDENCE-BASED COGNITIVE REHABILITATION PROGRAMS FOR ALZHEIMER’S DISEASE AND DEMENTIA","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Apathy; Dementia; Montreal Cognitive Assessment; Mood; Geriatric Depression Scale; Quality of life (healthcare); Psychology; Rehabilitation; Cognition; Rating scale; Cognitive rehabilitation therapy; Activities of daily living; Clinical Dementia Rating; Gerontology; Medicine; Clinical psychology; Psychiatry; Physical therapy; Disease; Cognitive impairment; Psychotherapist","score_opus":0.1556768240160364,"score_gpt":0.4304787054137269,"score_spread":0.27480188139769046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899850920","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9935639,0.00011575312,0.0025050396,0.00096872175,0.00002936172,0.0027204223,0.0000021117621,0.000016454956,0.00007825021],"genre_scores_gemma":[0.998251,0.000001629668,0.00093953946,0.00014920464,0.000042262967,0.00056523515,0.000031578173,0.000008143781,0.000011382424],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999009,0.00006288854,0.00033598745,0.0002017628,0.00025588664,0.00013447985],"domain_scores_gemma":[0.99834013,0.00026640054,0.00010063159,0.00007750095,0.0011825593,0.000032791453],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00087998033,0.000067453744,0.00011173126,0.00041393336,0.00005124252,0.000019548208,0.000025749272,0.000015508638,0.000024441955],"category_scores_gemma":[0.0009986855,0.000056770506,0.000015198814,0.00085880194,0.00011775694,0.00016033059,0.000020857364,0.000050252173,0.0000011928266],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007733126,0.00080170593,0.91189367,0.00012428916,0.000078623285,0.0000026001917,0.0011710012,2.1949377e-7,0.0007866866,0.000103872015,0.000024190855,0.08423985],"study_design_scores_gemma":[0.0040788855,0.0033115016,0.9837836,0.0010445956,0.00024165765,3.6223045e-7,0.004243578,0.00066962244,0.002202581,0.0003230557,0.000035374374,0.00006516306],"about_ca_topic_score_codex":0.000022717977,"about_ca_topic_score_gemma":0.000012229496,"teacher_disagreement_score":0.084174685,"about_ca_system_score_codex":0.00001811553,"about_ca_system_score_gemma":0.00010160763,"threshold_uncertainty_score":0.23150341},"labels":[],"label_agreement":null},{"id":"W2899851792","doi":"10.1093/geroni/igy023.369","title":"EFFECT OF CHRONIC POLYPHARMACY AND THE DRUG BURDEN INDEX (DBI) ON MUSCLE FUNCTION AND STRUCTURE IN AGED MICE","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Pharmacological Effects and Assays","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Citalopram; Metoprolol; Polypharmacy; Pharmacology; Internal medicine; Anesthesia; Serotonin; Receptor","score_opus":0.008589179349132446,"score_gpt":0.26255545453174806,"score_spread":0.2539662751826156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899851792","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99814236,0.00010090289,0.0000025315676,0.0012492492,0.00009658606,0.00024078028,0.0000026312573,0.000011012776,0.00015393464],"genre_scores_gemma":[0.99935985,0.000012453148,0.0000013942305,0.00037458865,0.00022630984,0.0000083458035,0.000005206438,5.312116e-7,0.000011324391],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99929434,0.00019784993,0.00017026297,0.00014339905,0.00008437381,0.00010979187],"domain_scores_gemma":[0.99941885,0.00044282843,0.00008395394,0.000019345935,0.000023766255,0.000011273982],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000756464,0.00007492411,0.00011214417,0.00003714715,0.00007827975,0.000024324685,0.00006170056,0.0000331363,0.00005520527],"category_scores_gemma":[0.00006753761,0.000024386301,0.000009304522,0.00066680874,0.00011942219,0.00007901999,0.000039662813,0.00016073836,6.405202e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022268898,0.000010460474,0.019791216,0.000018290642,0.0000035072055,7.3514263e-7,0.00016545103,0.000017668155,0.7671214,0.0004803743,0.00004220393,0.21212606],"study_design_scores_gemma":[0.0026739973,0.0004394527,0.96118385,0.00008571436,0.000007223275,0.0000014003375,0.00008742013,0.0039338544,0.029029563,0.0017968133,0.00064894767,0.000111746616],"about_ca_topic_score_codex":0.00035003934,"about_ca_topic_score_gemma":0.00015598991,"teacher_disagreement_score":0.94139266,"about_ca_system_score_codex":0.000020369513,"about_ca_system_score_gemma":0.0000027405374,"threshold_uncertainty_score":0.09944445},"labels":[],"label_agreement":null},{"id":"W2899852566","doi":"10.1093/geroni/igy023.915","title":"EFFECTS OF RECIPIENT COGNITIVE STATUS ON PERCEPTIONS OF MISTREATMENT WHILE IN CARE","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; University of Alberta","funders":"","keywords":"Dementia; Psychology; Cognition; Competence (human resources); Perception; Clinical psychology; Psychiatry; Developmental psychology; Disease; Gerontology; Medicine; Social psychology","score_opus":0.021131926951885167,"score_gpt":0.34000541937253165,"score_spread":0.3188734924206465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899852566","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9889477,0.000055441113,0.000044056418,0.000076163524,0.000087427616,0.00020068663,0.0000038725857,0.0000076056504,0.010577058],"genre_scores_gemma":[0.99971986,0.00005337001,0.00007203514,0.00005494715,0.00003851731,0.000019674586,0.000009046054,0.0000030382178,0.000029497149],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99936765,0.00007435199,0.00019764036,0.00009509764,0.00014510413,0.00012016648],"domain_scores_gemma":[0.99946755,0.00014928309,0.00008066801,0.000043903194,0.00024832058,0.00001024541],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013745725,0.000041186548,0.00008045485,0.00027391993,0.000057635887,0.000004979403,0.000035342637,0.00003112146,0.00004029586],"category_scores_gemma":[0.00016386189,0.000042406053,0.000011120182,0.0011301341,0.00009674694,0.000053149317,0.000008314922,0.00005079376,0.000004291701],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004696344,0.00027474752,0.49972475,0.00007980674,0.000013726343,0.0000036409,0.42317882,0.000011400662,0.014166227,0.0038428453,0.00008189144,0.058575172],"study_design_scores_gemma":[0.0016506321,0.0004192603,0.75848657,0.0030046753,0.000013344735,1.047854e-7,0.08008111,0.0000127671165,0.15485066,0.00084409624,0.00048196764,0.0001548101],"about_ca_topic_score_codex":0.0018812553,"about_ca_topic_score_gemma":0.0030912787,"teacher_disagreement_score":0.34309772,"about_ca_system_score_codex":0.00015267756,"about_ca_system_score_gemma":0.00008244078,"threshold_uncertainty_score":0.28439078},"labels":[],"label_agreement":null},{"id":"W2899855832","doi":"10.1093/geroni/igy023.2649","title":"DEFINING MINIMAL IMPORTANT DIFFERENCES AND ESTABLISHING CATEGORIES FOR THE FRAILTY INDEX","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Frailty Index; Medicine; Gerontology; Demography; Population; Bootstrapping (finance); Environmental health","score_opus":0.037670173653120594,"score_gpt":0.31335969931653784,"score_spread":0.27568952566341726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899855832","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9866662,0.00025926012,0.0063142795,0.005436343,0.0003293801,0.00029691804,0.0000053280787,0.000045962326,0.00064629957],"genre_scores_gemma":[0.9966282,0.0000105764375,0.0020333189,0.00083652255,0.00025639907,0.000051230734,0.000014971514,0.000013620991,0.00015512637],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99897116,0.000011873617,0.00044213532,0.00019872104,0.0001703822,0.00020574761],"domain_scores_gemma":[0.99897164,0.0004384134,0.00015564598,0.000153743,0.00026066607,0.00001989728],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005950485,0.00010325766,0.00015084838,0.00022366532,0.00016969495,0.00010217773,0.0000802115,0.000056767465,0.000020357827],"category_scores_gemma":[0.0012988201,0.00007416041,0.000012855707,0.000745877,0.00017201362,0.00022149563,0.000047141362,0.00017652372,0.0000013862498],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055025004,0.0000143122115,0.9527864,0.00005568978,0.000019331505,0.0000030628837,0.0051399437,0.0000010317506,0.0010780304,0.015848676,0.0005888515,0.02440968],"study_design_scores_gemma":[0.001270232,0.00012224086,0.9782219,0.00023634023,0.000019313877,0.000028872144,0.0039501307,0.0069166925,0.0015299631,0.0043582665,0.0032084151,0.00013764518],"about_ca_topic_score_codex":0.00027837857,"about_ca_topic_score_gemma":0.00021158106,"teacher_disagreement_score":0.025435522,"about_ca_system_score_codex":0.000037053087,"about_ca_system_score_gemma":0.00007899411,"threshold_uncertainty_score":0.30241737},"labels":[],"label_agreement":null},{"id":"W2899856367","doi":"10.1093/geroni/igy023.857","title":"MAPPING COMMUNITIES OF CONCERNS FOR OLDER ADULTS: A CASE STUDY OF CALGARY ON URBAN GROWTH AND RESOURCE ALLOCATION","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Census; Social capital; Resource (disambiguation); Aging in place; Business; Geography; Economic growth; Distribution (mathematics); Land use; Service (business); Socioeconomics; Gerontology; Political science; Marketing; Medicine; Environmental health; Sociology; Population; Economics","score_opus":0.03988874606881556,"score_gpt":0.320170828193583,"score_spread":0.28028208212476746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899856367","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9971277,0.00003148652,0.0011623793,0.00017888263,0.0000538383,0.00044186536,0.000001467896,0.000016177413,0.0009862122],"genre_scores_gemma":[0.99949366,0.000008677025,0.00020362572,0.000085701824,0.00011523938,0.000037356396,0.0000051939364,0.000005062143,0.00004546068],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.999233,0.000108038956,0.0003395991,0.0000884484,0.00013779243,0.00009311369],"domain_scores_gemma":[0.9990811,0.00021479792,0.00022235827,0.000083454615,0.00038981228,0.00000852956],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066808535,0.00005676095,0.00011567778,0.00028547502,0.0003296569,0.000014941718,0.00006147496,0.000027099028,0.0000039309684],"category_scores_gemma":[0.00015536339,0.000058529018,0.000008194183,0.00061644864,0.000185778,0.00010562266,0.000021840127,0.000051902956,1.0207158e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013248438,0.0000725693,0.109506086,0.000049296254,0.000011470903,0.0000010817182,0.87866044,0.000001092354,0.000023632601,0.009829304,0.00017688746,0.0016548879],"study_design_scores_gemma":[0.0012838872,0.00018482194,0.08312354,0.00034415835,0.000008242412,0.0000015872466,0.9129202,0.0004937647,0.00030662178,0.0005725483,0.00064819906,0.00011247446],"about_ca_topic_score_codex":0.069908194,"about_ca_topic_score_gemma":0.0387369,"teacher_disagreement_score":0.03425971,"about_ca_system_score_codex":0.000024517438,"about_ca_system_score_gemma":0.00003132067,"threshold_uncertainty_score":0.97880363},"labels":[],"label_agreement":null},{"id":"W2899860036","doi":"10.1093/geroni/igy023.632","title":"INDIGENOUS OLDER ADULTS’ PERSPECTIVES ON AGING WELL IN AN URBAN COMMUNITY IN CANADA","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Indigenous; Gerontology; Geography; Aging in place; Medicine; Biology; Ecology","score_opus":0.02482420944795346,"score_gpt":0.3097179910817386,"score_spread":0.28489378163378515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899860036","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.990801,0.00007711819,0.000010778214,0.0004926297,0.00014484391,0.00019373972,8.5129057e-7,0.00002415134,0.008254933],"genre_scores_gemma":[0.99902374,0.00002434229,0.000036215923,0.00072401937,0.00013364178,0.000012239212,0.0000054581687,0.000009069412,0.000031280433],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985696,0.00040385523,0.00029588563,0.00017218967,0.00023534332,0.00032309527],"domain_scores_gemma":[0.9994505,0.00012691782,0.00008468758,0.00017039916,0.0001424333,0.000025070258],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009882423,0.00008651614,0.00011393766,0.0005689895,0.0003567715,0.000045504934,0.00023444185,0.000048017188,0.00006589337],"category_scores_gemma":[0.00012498914,0.00010019294,0.0000071111062,0.0025218872,0.000080763355,0.0002928069,0.000025692008,0.00047200217,0.0000050522553],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009342982,0.00006668128,0.5201968,0.0000047123795,0.0000012202755,0.000006356735,0.4742952,0.000014740061,0.000045318913,0.0006263913,0.000065975444,0.0046672686],"study_design_scores_gemma":[0.000645042,0.00004757926,0.59842443,0.0006591282,8.3919605e-7,3.371818e-7,0.39802834,0.000119745026,0.0007914533,0.00048291654,0.0005868206,0.0002133206],"about_ca_topic_score_codex":0.9588698,"about_ca_topic_score_gemma":0.99695593,"teacher_disagreement_score":0.07822767,"about_ca_system_score_codex":0.0012603237,"about_ca_system_score_gemma":0.00074244407,"threshold_uncertainty_score":0.40857497},"labels":[],"label_agreement":null},{"id":"W2899860640","doi":"10.1093/geroni/igy023.1374","title":"PROMOTING INTERGENERATIONAL RELATIONSHIPS USING DIGITAL STORYTELLING IN A FIRST NATIONS COMMUNITY","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Digital Storytelling and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo; Simon Fraser University; University of Northern British Columbia","funders":"","keywords":"Storytelling; Digital storytelling; Sociology; Political science; Art; Narrative; Literature; Pedagogy","score_opus":0.18452019183897403,"score_gpt":0.41045762403033065,"score_spread":0.22593743219135662,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899860640","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9777121,0.000016165215,0.008314851,0.00060980994,0.0008291906,0.00032102526,0.0000053153944,0.000079542595,0.012111979],"genre_scores_gemma":[0.9977854,0.0000014577577,0.001183434,0.00015077698,0.00043482418,0.000055513014,0.00013439366,0.000021799997,0.00023242984],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99808395,0.00032172364,0.0009399769,0.00017808235,0.00017851777,0.00029773806],"domain_scores_gemma":[0.9980586,0.0009563499,0.00030297638,0.0001850507,0.0004673179,0.000029688912],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0021465358,0.00011463064,0.00012556909,0.0011356057,0.0020425052,0.00006331541,0.00013094136,0.00011456259,0.000045454137],"category_scores_gemma":[0.0026804614,0.00013367124,0.00001648566,0.002640069,0.00007355181,0.0008774799,0.00006148465,0.0010296397,0.0000636637],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011280354,0.00017594502,0.90013236,0.00011022627,0.000007124399,6.43808e-7,0.08151424,0.0014674105,0.00035066422,0.014361813,0.00014986942,0.0017184458],"study_design_scores_gemma":[0.0031496843,0.0001560914,0.5839896,0.009453237,0.000021373298,0.000013560659,0.08966514,0.23688574,0.00088341936,0.027968215,0.046295825,0.001518069],"about_ca_topic_score_codex":0.00036723824,"about_ca_topic_score_gemma":0.004443332,"teacher_disagreement_score":0.3161427,"about_ca_system_score_codex":0.0007433432,"about_ca_system_score_gemma":0.00027766774,"threshold_uncertainty_score":0.9992567},"labels":[],"label_agreement":null},{"id":"W2899867462","doi":"10.1093/geroni/igy023.2793","title":"USING LONGITUDINAL APPROACH TO EXAMINE THE ROLE OF A TELEPHONE PROGRAM FOR SOCIALLY-ISOLATED OLDER ADULTS","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Gerontology; Social support; Psychology; Longitudinal study; Telephone interview; Longitudinal data; Telephone network; Telephone survey; Social network (sociolinguistics); Medicine; Social psychology; Sociology; Demography; Telecommunications; Business; Advertising; Engineering; Social media; Computer science; World Wide Web","score_opus":0.06140162588835252,"score_gpt":0.38723529041019455,"score_spread":0.32583366452184204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899867462","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98284316,0.000037228285,0.009593826,0.0020551116,0.00018709412,0.0012005998,0.0000029559842,0.00004273134,0.0040372815],"genre_scores_gemma":[0.98902833,0.0000015331221,0.009881622,0.00056345796,0.00035778037,0.000096338874,0.0000049176965,0.00000783372,0.00005819861],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99897426,0.00005155611,0.0003550089,0.00013790878,0.0001837002,0.0002975835],"domain_scores_gemma":[0.9992548,0.000088821,0.00013474513,0.00008039525,0.00041665972,0.000024572846],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011305986,0.000059740178,0.00011751152,0.00014282261,0.00036603984,0.00004303932,0.00013200738,0.00005541993,0.0000123956115],"category_scores_gemma":[0.0003135712,0.000050060837,0.000018416466,0.0016626905,0.00011606685,0.00010768055,0.000026192656,0.000067700166,0.0000010293838],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012477773,0.0004049108,0.35670117,0.0002691195,0.000029843968,3.4468727e-7,0.1584215,0.000052483112,0.00043719617,0.2083141,0.00047849995,0.27476603],"study_design_scores_gemma":[0.002365488,0.00022732104,0.79209244,0.0008705558,0.000024656989,0.0000017444195,0.122263536,0.02673351,0.0016615591,0.008510534,0.04465124,0.00059741386],"about_ca_topic_score_codex":0.0049559046,"about_ca_topic_score_gemma":0.0015326345,"teacher_disagreement_score":0.43539128,"about_ca_system_score_codex":0.00009033822,"about_ca_system_score_gemma":0.00020506977,"threshold_uncertainty_score":0.7491878},"labels":[],"label_agreement":null},{"id":"W2899881030","doi":"10.1093/geroni/igy023.3114","title":"BIOLOGICAL AGE: JUST A METAPHOR FOR HETEROGENEITY IN THE HEALTH OF PEOPLE AT THE SAME CHRONOLOGICAL AGE OR MORE?","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Regression; Metaphor; Biological age; Estimation; Popularity; Set (abstract data type); Life span; Regression analysis; Ordinary least squares; Econometrics; Psychology; Statistics; Artificial intelligence; Computer science; Mathematics; Biology; Evolutionary biology; Social psychology; Economics","score_opus":0.41707341275844734,"score_gpt":0.5250914168373373,"score_spread":0.10801800407888995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899881030","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9633812,0.00009100426,0.00045086598,0.033707336,0.000389574,0.0016646081,0.00005608305,0.00003072722,0.0002286356],"genre_scores_gemma":[0.9856444,0.000035618938,0.00095237966,0.012520762,0.00021073509,0.00043265644,0.00011173983,0.00000796837,0.00008371395],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972313,0.0007454237,0.0011128347,0.000251503,0.0001803911,0.00047854037],"domain_scores_gemma":[0.9979195,0.0011048373,0.00045523143,0.00031225965,0.00018079329,0.000027395581],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037755268,0.00011921373,0.00031610113,0.00023524507,0.0009838545,0.000009458972,0.00029601183,0.00017565816,0.00020816851],"category_scores_gemma":[0.001078978,0.00006401391,0.000040751253,0.0016555458,0.00024954416,0.00006948822,0.00015575127,0.00051649526,0.000022326152],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00096433744,0.0005116486,0.6234267,0.00095465046,0.000039944545,0.00001109156,0.20826331,0.00006731735,0.00054237264,0.14415525,0.017248018,0.0038153748],"study_design_scores_gemma":[0.0014404558,0.00044303347,0.9435332,0.00017356907,0.000006082606,0.0000032342716,0.021029323,0.0005765959,0.000053799493,0.003992531,0.02860384,0.00014435567],"about_ca_topic_score_codex":0.0013693142,"about_ca_topic_score_gemma":0.02741292,"teacher_disagreement_score":0.32010648,"about_ca_system_score_codex":0.00030515293,"about_ca_system_score_gemma":0.0002197285,"threshold_uncertainty_score":0.9903343},"labels":[],"label_agreement":null},{"id":"W2899890110","doi":"10.1093/geroni/igy023.575","title":"FAMILY CAREGIVER HEALTH IN CANADA AND THE UNITED STATES: ARE THERE DIFFERENCES IN THE STRESS PROCESS?","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health, psychology, and well-being","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Stressor; Psychological intervention; Social support; Caregiver stress; Coping (psychology); Psychology; Gerontology; Caregiver burden; Health care; Ordered logit; Logistic regression; Family caregivers; Social determinants of health; Medicine; Public health; Clinical psychology; Psychiatry; Nursing; Social psychology; Disease; Political science; Dementia","score_opus":0.06479025342757964,"score_gpt":0.4048124377634934,"score_spread":0.34002218433591375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899890110","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9654578,0.0001498348,0.000053323034,0.03218547,0.00030750473,0.0006728806,0.00001167725,0.000012014346,0.0011494723],"genre_scores_gemma":[0.9664468,0.00022138847,0.000006781611,0.033070207,0.000100007135,0.00009543591,0.000025083526,0.000009153115,0.000025109608],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997214,0.0012573386,0.0007068804,0.00021297598,0.00017429076,0.0004344843],"domain_scores_gemma":[0.9984517,0.00082785415,0.00032986375,0.00018955661,0.00017596422,0.000025042922],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023801925,0.00010929516,0.00021671916,0.00033070208,0.00041904376,0.000014203592,0.00020529445,0.00007061968,0.000014037534],"category_scores_gemma":[0.0001532625,0.0000648846,0.0000046246823,0.0021223894,0.00012708966,0.00007857695,0.00002691865,0.00085177994,0.0000020847976],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003050683,0.000013342033,0.8798345,0.0001760228,0.0000023660687,0.0000041297603,0.11358334,0.000015907452,6.689085e-7,0.0025489135,0.0006939216,0.003096398],"study_design_scores_gemma":[0.0010784763,0.000012775726,0.7776492,0.000673715,6.1230054e-7,3.8831277e-7,0.21570006,0.00066319533,4.5632677e-7,0.0031322888,0.0010273169,0.00006146681],"about_ca_topic_score_codex":0.9106329,"about_ca_topic_score_gemma":0.9634813,"teacher_disagreement_score":0.10218524,"about_ca_system_score_codex":0.00032382624,"about_ca_system_score_gemma":0.0012104247,"threshold_uncertainty_score":0.37006074},"labels":[],"label_agreement":null},{"id":"W2899890979","doi":"10.1093/geroni/igy023.1161","title":"PERSONS WITH DEMENTIA USE DIGITAL STORYTELLING TO ENHANCE MEMORY, CONNECT SOCIALLY, LEAVE LEGACIES","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Digital Storytelling and Education","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; Simon Fraser University; University of Alberta","funders":"","keywords":"Storytelling; Sadness; Narrative; Digital storytelling; Psychology; Participant observation; Dementia; Visual arts; Social psychology; Sociology; Medicine; Art; Pedagogy","score_opus":0.06352138050743603,"score_gpt":0.3860101580331078,"score_spread":0.32248877752567173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899890979","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9562086,0.000025143703,0.021047026,0.0016124413,0.0009324062,0.0003728137,0.0000090430985,0.00013252052,0.019660035],"genre_scores_gemma":[0.9916414,0.0000014522756,0.001442864,0.0013781257,0.0006069932,0.000060049544,0.000035663867,0.000029228926,0.0048042247],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99855584,0.000056855897,0.0004693177,0.00029098164,0.00022085682,0.00040615117],"domain_scores_gemma":[0.99884135,0.00023428276,0.00021644038,0.00017948705,0.00047929786,0.000049125007],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053661095,0.00013717219,0.00015112177,0.00038175262,0.000582988,0.0001316556,0.000115657254,0.000073643794,0.00009858868],"category_scores_gemma":[0.00036407463,0.00013474813,0.00001591494,0.0011644107,0.00008876304,0.00089784776,0.000040360756,0.00028771305,0.00030936731],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030586828,0.00033679596,0.56816655,0.00030532572,0.00020501939,0.000010710528,0.26678547,0.0005864934,0.0050411313,0.026593365,0.04140171,0.090261556],"study_design_scores_gemma":[0.002273002,0.00086351694,0.11196913,0.0048605674,0.000098065735,0.000008450941,0.15910336,0.000991608,0.016367177,0.0041718516,0.6966386,0.00265468],"about_ca_topic_score_codex":0.00025295792,"about_ca_topic_score_gemma":0.00044471966,"teacher_disagreement_score":0.6552369,"about_ca_system_score_codex":0.00026295567,"about_ca_system_score_gemma":0.0003657154,"threshold_uncertainty_score":0.5494869},"labels":[],"label_agreement":null},{"id":"W2899895238","doi":"10.1093/geroni/igy023.2909","title":"DOES COGNITIVE LIFESTYLE MATTER? EXAMINING TRANSITIONS BETWEEN COGNITIVE STATES USING MSM ACROSS FOUR STUDIES","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health and Well-being Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria; Université du Québec à Montréal","funders":"","keywords":"Cognition; Psychology; Cognitive impairment; Consistency (knowledge bases); Cognitive decline; Longitudinal study; Gerontology; Elderly people; Developmental psychology; Medicine; Psychiatry; Dementia; Computer science; Internal medicine","score_opus":0.11895038209132416,"score_gpt":0.44343291226011977,"score_spread":0.3244825301687956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899895238","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98622733,0.00012664715,0.008865945,0.0015079495,0.0008986035,0.0003386705,0.00013652694,0.00009364282,0.0018046545],"genre_scores_gemma":[0.99561733,0.000012326744,0.00031210878,0.002899456,0.0007659524,0.000088706736,0.000060210554,0.000033502147,0.00021041294],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99780905,0.00021200112,0.0007596359,0.0004289028,0.00016871576,0.0006217207],"domain_scores_gemma":[0.99780923,0.00096335943,0.00026164178,0.0001120933,0.0008186857,0.00003498242],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010521607,0.00021493652,0.0003504477,0.0003859896,0.0006336553,0.00005149453,0.00007904097,0.00009166318,0.0001145177],"category_scores_gemma":[0.00032199785,0.00017746065,0.000023187815,0.001352535,0.00039667616,0.00022910352,0.000060095947,0.00029743966,0.00017260821],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004476455,0.000049837367,0.8174249,0.00009498053,0.00028301863,0.000028280321,0.16709544,0.000003441481,0.00012529123,0.00021893471,0.0003373316,0.014293793],"study_design_scores_gemma":[0.001859775,0.00014485589,0.8118611,0.001450501,0.00006791536,0.000009963467,0.18058656,0.00004615336,0.0008365345,0.0023497473,0.0003676264,0.0004192908],"about_ca_topic_score_codex":0.00027201272,"about_ca_topic_score_gemma":0.0001294474,"teacher_disagreement_score":0.013874502,"about_ca_system_score_codex":0.000086513435,"about_ca_system_score_gemma":0.000044379613,"threshold_uncertainty_score":0.72366357},"labels":[],"label_agreement":null},{"id":"W2899899048","doi":"10.1093/geroni/igy023.1413","title":"WHY AGE-FRIENDLY CITIES NEED AFFORDABLE PET-FRIENDLY HOUSING: FINDINGS FROM AN ETHNOGRAPHIC CASE STUDY","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Cultural Heritage Management and Preservation","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Affordable housing; Business; Human services; Economic shortage; Welfare; Social work; Population; Qualitative research; Public relations; Economic growth; Psychology; Medicine; Environmental health; Political science; Sociology; Government (linguistics); Economics","score_opus":0.1019307254607576,"score_gpt":0.29821140076158364,"score_spread":0.19628067530082605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899899048","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98425186,0.000013639534,0.0001617191,0.0005427373,0.0006773279,0.00038030534,0.000011073461,0.00020848263,0.01375288],"genre_scores_gemma":[0.9963969,0.0000010685013,0.00032168292,0.0010400496,0.0006766103,0.000040889965,0.0001474734,0.000025818006,0.0013495126],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99855614,0.0000788452,0.0005138742,0.00031746845,0.0002584691,0.00027517907],"domain_scores_gemma":[0.9991757,0.00004722386,0.00015107947,0.00027307202,0.0003285049,0.00002439052],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005198207,0.00019228722,0.00017770089,0.0007074175,0.0007438687,0.0008201648,0.00019631692,0.000030593183,0.0009998411],"category_scores_gemma":[0.000040319657,0.00018372979,0.000028040722,0.0008207847,0.00018984162,0.0016446859,0.00009949227,0.00019151918,0.000014418932],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009975805,0.00046341374,0.13336697,0.00007142391,0.00012818951,0.0014837752,0.6867818,0.000030009485,0.00078515674,0.14941075,0.022513501,0.0048652096],"study_design_scores_gemma":[0.0016348887,0.0005871986,0.0057172915,0.00012081167,0.000048947695,0.000016555565,0.8077155,0.0014376141,0.00017746807,0.007953372,0.17391463,0.00067576626],"about_ca_topic_score_codex":0.02107582,"about_ca_topic_score_gemma":0.05714291,"teacher_disagreement_score":0.15140112,"about_ca_system_score_codex":0.00004216724,"about_ca_system_score_gemma":0.000010782223,"threshold_uncertainty_score":0.9999134},"labels":[],"label_agreement":null},{"id":"W2899901806","doi":"10.1093/geroni/igy023.2451","title":"ETHNIC IDENTITY MODERATES THE RELATIONSHIP BETWEEN SOCIAL SUPPORT AND DEPRESSION OLDER CHINESE CANADIANS","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Enculturation; Acculturation; Psychology; Social support; Moderation; Ethnic group; Depression (economics); Non-Hispanic whites; Rumination; Clinical psychology; Developmental psychology; Social psychology; Psychiatry; Cognition","score_opus":0.09022695386859156,"score_gpt":0.4268037918791895,"score_spread":0.3365768380105979,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899901806","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9777607,0.00003210913,0.0004607309,0.01737911,0.00023448135,0.00012493735,0.0000036387785,0.000022352682,0.0039819595],"genre_scores_gemma":[0.99641025,0.0000040137916,0.000034635923,0.0025251645,0.0006786793,0.000009652421,0.000008055286,0.000004747425,0.00032480317],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99914813,0.000115630675,0.00023925834,0.00010493551,0.00017421736,0.00021780665],"domain_scores_gemma":[0.99938005,0.00033885948,0.00007639052,0.00005584601,0.00011803479,0.00003080922],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001393557,0.00004917439,0.00007283925,0.0001240037,0.0011778723,0.0000957665,0.00009230803,0.00006921793,0.000052158484],"category_scores_gemma":[0.000899116,0.000039440936,0.000008918082,0.0011511534,0.00015149913,0.00041549333,0.000025105986,0.0001532112,0.0000056853282],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[5.886947e-7,0.0000016695618,0.9222713,0.000007585825,0.0000011264335,2.6947632e-7,0.031048503,6.053669e-7,6.726414e-7,0.044315293,0.00051696284,0.0018354055],"study_design_scores_gemma":[0.000092023736,0.0000012607186,0.97942954,0.00001749188,0.0000016543219,1.14213464e-7,0.004365273,0.00002482539,0.0000017108104,0.015280137,0.0007374298,0.000048557642],"about_ca_topic_score_codex":0.04838787,"about_ca_topic_score_gemma":0.15768059,"teacher_disagreement_score":0.10929271,"about_ca_system_score_codex":0.00008989205,"about_ca_system_score_gemma":0.00018090016,"threshold_uncertainty_score":0.957949},"labels":[],"label_agreement":null},{"id":"W2899907607","doi":"10.1093/geroni/igy023.1476","title":"EXPLORING FAMILY INVOLVEMENT IN RESIDENT CARE CONFERENCES IN LONG-TERM RESIDENTIAL CARE","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Negotiation; Thematic analysis; Presentation (obstetrics); Nursing; Long-term care; Documentation; Public relations; Psychology; Medicine; Qualitative research; Sociology; Political science","score_opus":0.18035799642564482,"score_gpt":0.42006333870986035,"score_spread":0.23970534228421553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899907607","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9933528,0.00044919297,0.00008169456,0.00043456824,0.0023502705,0.000530476,0.0000033300003,0.000047720263,0.0027499737],"genre_scores_gemma":[0.99876714,0.00007651199,0.000092654445,0.00020022283,0.0004802987,0.00021265056,0.00008229592,0.000016827502,0.000071422335],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977211,0.00023446516,0.000987716,0.00032842217,0.00029086415,0.00043747254],"domain_scores_gemma":[0.9989508,0.00009620003,0.00021255022,0.0002221952,0.000493529,0.000024725767],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00064005837,0.0001393123,0.00022939342,0.001442341,0.00020378857,0.000030821357,0.00016263544,0.00010503439,0.000074749274],"category_scores_gemma":[0.00010839179,0.00015017895,0.000018001803,0.0019762577,0.000046712987,0.0003405257,0.00010997868,0.00046032548,0.00003376244],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038857346,0.000011119717,0.8289199,0.0002666733,0.0000022380307,0.000019616404,0.16341162,0.000008022755,0.00054011476,0.00082233624,0.00022637099,0.005733146],"study_design_scores_gemma":[0.0009048529,0.000034830748,0.77996147,0.0015312631,0.0000024567223,1.4667846e-7,0.21637109,0.000004341156,0.0006190472,0.0001857394,0.00025749422,0.00012727715],"about_ca_topic_score_codex":0.012080685,"about_ca_topic_score_gemma":0.05263696,"teacher_disagreement_score":0.052959472,"about_ca_system_score_codex":0.0008113219,"about_ca_system_score_gemma":0.00044483255,"threshold_uncertainty_score":0.99449795},"labels":[],"label_agreement":null},{"id":"W2899914932","doi":"10.1093/geroni/igy023.208","title":"THE LIVED EXPERIENCE OF HOMELESSNESS IN LATER LIFE: UNIQUE VULNERABILITIES AND OPPORTUNITIES","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University; Simon Fraser University","funders":"","keywords":"Participatory action research; Presentation (obstetrics); Eviction; Gerontology; Psychology; Population; Sociology; Medicine; Political science","score_opus":0.1337390476679292,"score_gpt":0.42200786006338575,"score_spread":0.28826881239545654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899914932","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9967525,0.00012798588,0.000076738106,0.0007425117,0.00022116944,0.00018910412,0.000001595452,0.000018638097,0.0018697352],"genre_scores_gemma":[0.9992158,0.00015916051,0.000031030268,0.00016910497,0.000096870855,0.000119617886,0.0000027188498,0.000008426174,0.00019730371],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9986848,0.00029510193,0.0006037007,0.00010795448,0.000102931524,0.00020547603],"domain_scores_gemma":[0.9989348,0.00043203073,0.00017282533,0.00011994638,0.00032381716,0.000016548542],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011506533,0.00006932554,0.00020481441,0.00019461913,0.00034013973,0.000015275462,0.00009374716,0.000077702156,0.000049196344],"category_scores_gemma":[0.00027731812,0.000052926134,0.0000061461974,0.00048452272,0.00030177573,0.00016540613,0.00006903972,0.0002134893,0.0000015491568],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015142934,0.000010156508,0.4689601,0.00008718082,0.0000021818282,9.662382e-7,0.4622108,8.941349e-7,0.00023030382,0.064228415,0.000004693747,0.0042491453],"study_design_scores_gemma":[0.00028555078,0.000014945109,0.2184174,0.00029251663,7.1472493e-7,2.958308e-8,0.7728597,0.00011055543,0.00075312826,0.0057871337,0.0013944944,0.000083836225],"about_ca_topic_score_codex":0.0013191858,"about_ca_topic_score_gemma":0.005196473,"teacher_disagreement_score":0.3106489,"about_ca_system_score_codex":0.00004121562,"about_ca_system_score_gemma":0.00012618193,"threshold_uncertainty_score":0.2899754},"labels":[],"label_agreement":null},{"id":"W2899918330","doi":"10.1093/geroni/igy023.230","title":"ADVANCING GEROSCIENCE: NEW METHODS FOR GENOMIC EPIDEMIOLOGY OF AGING","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Genetics, Aging, and Longevity in Model Organisms","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Centenarian; Successful aging; Epidemiology; Longevity; Gerontology; Multidisciplinary approach; Psychology; Biology; Medicine; Pathology","score_opus":0.0426239974445303,"score_gpt":0.3880932683369268,"score_spread":0.34546927089239654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899918330","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42649186,0.0002521145,0.5724127,0.00031367954,0.000318425,0.00011411072,0.000001464815,0.0000069594166,0.00008866637],"genre_scores_gemma":[0.67392135,0.000025404423,0.32458,0.00088799786,0.00036534126,0.000008156443,0.000019020346,0.00001565629,0.00017704631],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985878,0.000100599085,0.000590262,0.00034945915,0.000050303363,0.0003215887],"domain_scores_gemma":[0.9991134,0.00008810912,0.00027974867,0.00026777454,0.00021792043,0.000033078104],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022763023,0.000117401905,0.00020441056,0.00021828228,0.00007731584,0.0000068164127,0.00021149575,0.00010031113,0.000011473539],"category_scores_gemma":[0.0010193379,0.00012797854,0.000038275193,0.00039758135,0.0001381344,0.0000076445795,0.00009917369,0.0000754666,0.0000016984059],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009940111,0.000011675934,0.03280447,0.000026012305,0.000008399325,7.9485126e-8,0.0006193533,0.0006073134,0.945112,0.0014877861,0.00030970256,0.019003304],"study_design_scores_gemma":[0.0006860566,0.0002479885,0.021025835,0.000047122685,0.000010690159,0.0000075887287,0.00021813951,0.0048377337,0.94174486,0.01251533,0.018375844,0.00028279598],"about_ca_topic_score_codex":0.00006031623,"about_ca_topic_score_gemma":0.000030628566,"teacher_disagreement_score":0.24783272,"about_ca_system_score_codex":0.000029738492,"about_ca_system_score_gemma":0.00013894687,"threshold_uncertainty_score":0.52188134},"labels":[],"label_agreement":null},{"id":"W2899918429","doi":"10.1093/geroni/igy023.2791","title":"CONTEXTS AND CULTURES: CHANGING NEIGHBORHOODS, SOCIAL NETWORKS, AND RETIREMENT","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Context (archaeology); Identity (music); Status quo; Sociology; Variety (cybernetics); Social identity theory; Social psychology; Psychology; Gender studies; Gerontology; Social group; Political science; Geography; Medicine","score_opus":0.022092171256877673,"score_gpt":0.3279719899256812,"score_spread":0.30587981866880354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899918429","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9842417,0.00059910084,0.0027372574,0.0041230163,0.00036050816,0.00019278777,0.0000011713382,0.00006301897,0.0076814266],"genre_scores_gemma":[0.99753225,0.00016509235,0.00010746577,0.00058795704,0.0011617594,0.000009970181,0.0000038611297,0.0000049638666,0.00042667956],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9992386,0.000055559995,0.00019796085,0.0001528797,0.00014296248,0.0002120488],"domain_scores_gemma":[0.9996616,0.000031519896,0.00009662962,0.00003510683,0.00015889564,0.000016205073],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00076670956,0.000069261674,0.00009094822,0.00017481452,0.0009494816,0.00009747074,0.00004191995,0.000044756536,0.000020882071],"category_scores_gemma":[0.00009510267,0.00006892206,0.0000067128954,0.0007826865,0.0002132963,0.00017622749,0.000036805202,0.00007018447,0.000001277069],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000050599824,0.0000106425905,0.10017914,0.000011550953,0.000012523629,0.0000010873449,0.6605129,0.0000012561271,0.00005672758,0.22231586,0.00506059,0.011832636],"study_design_scores_gemma":[0.0015512429,0.00006106974,0.77178675,0.00027519636,0.000024709454,0.0000013565717,0.048707955,0.0015683614,0.00015444857,0.02754832,0.1476643,0.0006562739],"about_ca_topic_score_codex":0.0013977947,"about_ca_topic_score_gemma":0.005943883,"teacher_disagreement_score":0.6716076,"about_ca_system_score_codex":0.000040131217,"about_ca_system_score_gemma":0.000023624,"threshold_uncertainty_score":0.7302741},"labels":[],"label_agreement":null},{"id":"W2899925137","doi":"10.1093/geroni/igy023.1769","title":"FACTORS ASSOCIATED WITH RECEIPT OF PAID CAREGIVING AMONG OLDER ADULTS WITH DEMENTIA","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Receipt; Dementia; Medicaid; Gerontology; Medicine; Quarter (Canadian coin); Long-term care; Personal care; Activities of daily living; Health care; Family medicine; Psychiatry; Disease","score_opus":0.016767251865062987,"score_gpt":0.26577884292330795,"score_spread":0.24901159105824497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899925137","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9920235,0.0000087154385,0.0025030219,0.0001126183,0.00017550608,0.00013985937,0.0000033179026,0.000031091793,0.0050023203],"genre_scores_gemma":[0.9995144,0.0000013451938,0.00013427521,0.000067893794,0.000080802,0.00000978807,0.00003303401,0.000012202411,0.00014626935],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99890816,0.000072749885,0.00027960105,0.00017016588,0.0003671495,0.0002021785],"domain_scores_gemma":[0.9987459,0.00006868333,0.00026334357,0.00008251697,0.0008215773,0.000017932854],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005978556,0.000089758934,0.00011222296,0.00025029568,0.00023470761,0.000050344548,0.00011178148,0.000055538443,0.00005351912],"category_scores_gemma":[0.00018758836,0.000074938514,0.000013391327,0.0014808073,0.00018692145,0.00027830116,0.000018173454,0.000092360555,4.2300908e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000055567443,0.000019751838,0.9563389,0.0000072258454,0.000033475382,6.5827754e-7,0.03002232,0.000069421476,0.0001924037,0.012803844,0.00005590582,0.00045056775],"study_design_scores_gemma":[0.00045795186,0.000063834545,0.96814424,0.0010689251,0.000012158671,6.746194e-8,0.027663024,0.0011793193,0.0009241901,0.00015050056,0.00013558613,0.00020017975],"about_ca_topic_score_codex":0.0013193651,"about_ca_topic_score_gemma":0.025657212,"teacher_disagreement_score":0.024337847,"about_ca_system_score_codex":0.00013679038,"about_ca_system_score_gemma":0.000120474564,"threshold_uncertainty_score":0.992122},"labels":[],"label_agreement":null},{"id":"W2899933881","doi":"10.1093/geroni/igy023.503","title":"DOES PERSON-ENVIRONMENT FIT PLAY A ROLE ON APATHY IN LONG-TERM CARE RESIDENTS WITH DEMENTIA?","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Apathy; Dementia; Psychology; Mood; Cognition; Affect (linguistics); Activities of daily living; Clinical psychology; Gerontology; Psychiatry; Medicine; Disease","score_opus":0.026861968802187972,"score_gpt":0.34509573939503857,"score_spread":0.3182337705928506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899933881","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99547786,0.00008816592,0.000113703645,0.00091826543,0.0005553752,0.0004104958,0.0000045963025,0.00003321199,0.002398358],"genre_scores_gemma":[0.99860024,0.0000100388725,0.0001994089,0.00039604856,0.0002685691,0.00007973929,0.000043126154,0.000019046332,0.00038380257],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99869764,0.00010017539,0.0003762575,0.00026719892,0.0002450422,0.00031367026],"domain_scores_gemma":[0.99946,0.000056851874,0.00016934524,0.00020601651,0.00008603361,0.000021753689],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031308297,0.00011648703,0.00013866759,0.00050287676,0.000245832,0.000015522097,0.000093576215,0.0000859867,0.00027448073],"category_scores_gemma":[0.000025871746,0.000083045066,0.0000116704405,0.0006431345,0.00003753817,0.000105647974,0.00003528103,0.00030525797,0.0000933019],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000081363614,0.00003487668,0.9487245,0.00008555192,0.000008224508,0.000010124669,0.046595637,0.000014086222,0.00026852026,0.00012464444,0.0003586778,0.0036938118],"study_design_scores_gemma":[0.001152633,0.000101610094,0.97081685,0.00089030864,0.000007695076,3.8830441e-7,0.025969913,0.000015764934,0.0004430526,0.00009333495,0.00037722642,0.0001312284],"about_ca_topic_score_codex":0.00064786826,"about_ca_topic_score_gemma":0.0013542825,"teacher_disagreement_score":0.022092361,"about_ca_system_score_codex":0.00037896747,"about_ca_system_score_gemma":0.00007136526,"threshold_uncertainty_score":0.33864793},"labels":[],"label_agreement":null},{"id":"W2899937741","doi":"10.1093/geroni/igy023.129","title":"LIFE COURSE TRAJECTORIES OF FAMILY CARE","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta; University of Calgary","funders":"","keywords":"Life course approach; Duration (music); Multinomial logistic regression; Demography; Gerontology; Psychology; Latent class model; Medicine; Developmental psychology","score_opus":0.02325180426787515,"score_gpt":0.3281210312553244,"score_spread":0.3048692269874492,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899937741","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9594066,0.00008799023,0.0017144245,0.0005232016,0.00079224585,0.00006048469,0.00000391825,0.000019067336,0.037392057],"genre_scores_gemma":[0.99856806,0.0000059240247,0.00035899394,0.00048922154,0.00039932944,0.000004807299,0.000009219592,0.0000045561637,0.00015988441],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9993231,0.00004394927,0.0002325777,0.000085508545,0.00020684628,0.00010797226],"domain_scores_gemma":[0.9991132,0.000034545625,0.0000845489,0.0000584692,0.0006930851,0.000016125987],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045662827,0.000040544575,0.000063866006,0.00013810414,0.00015167505,0.000026635362,0.00008864054,0.000036993886,0.0000305213],"category_scores_gemma":[0.00031907315,0.000045124172,0.0000130862145,0.0008889667,0.0001328134,0.00012401905,0.000012821455,0.000050047725,0.0000032645203],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000038080257,0.000013451699,0.08232958,0.000011783708,0.0000072758867,5.629256e-7,0.06378254,0.0000753337,0.0052631185,0.84410393,0.0008600693,0.003548535],"study_design_scores_gemma":[0.00092028186,0.00012337996,0.35341755,0.00045111112,0.000022027698,4.784934e-7,0.54391474,0.0037854377,0.0048471657,0.013819356,0.07798268,0.00071578665],"about_ca_topic_score_codex":0.0010671619,"about_ca_topic_score_gemma":0.0018364347,"teacher_disagreement_score":0.8302846,"about_ca_system_score_codex":0.000060101596,"about_ca_system_score_gemma":0.00034398877,"threshold_uncertainty_score":0.18401103},"labels":[],"label_agreement":null},{"id":"W2899942779","doi":"10.1093/geroni/igy023.1894","title":"DEPRESSIVE SYMPTOMS ARE RELATED TO PHYSICAL AND COGNITIVE FUNCTION IN OLDER ADULTS ACROSS MULTIPLE CO-MORBIDITIES","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Body mass index; Gerontology; Obesity; Physical therapy; Cognition; Depression (economics); Center for Epidemiologic Studies Depression Scale; Grip strength; Montreal Cognitive Assessment; Disease; Dementia; Internal medicine; Depressive symptoms; Psychiatry","score_opus":0.01814100191852677,"score_gpt":0.36459437045342896,"score_spread":0.3464533685349022,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899942779","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99784863,0.000043069635,0.00010938032,0.00043315595,0.00025322218,0.0007039525,0.000020793823,0.000035951776,0.0005518426],"genre_scores_gemma":[0.9973431,0.0000040846203,0.00001741612,0.0022135754,0.00018853115,0.00008165823,0.00008561817,0.0000125968045,0.000053422296],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990083,0.000035104105,0.00032345572,0.00023069339,0.00014176364,0.0002606606],"domain_scores_gemma":[0.99944687,0.00010112154,0.000098757715,0.000070976224,0.00021185043,0.000070423885],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024739618,0.000089718866,0.00019043815,0.00024862727,0.00008021871,0.000010874676,0.000014353632,0.000060535658,0.000008172887],"category_scores_gemma":[0.00022836354,0.00009016229,0.000012247497,0.00084546726,0.00005914078,0.00011153971,0.000022026514,0.00020856304,0.000018852852],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006354536,0.00010397179,0.94041204,0.00019909801,0.000007944417,0.000013622059,0.020068653,0.0000014662211,0.00056078745,0.00006639767,0.00012482199,0.037805762],"study_design_scores_gemma":[0.004366037,0.00017721785,0.9835631,0.0015767849,0.00000671768,0.000015065042,0.007213702,0.00041082464,0.0024292264,0.000047747933,0.00010878255,0.00008474153],"about_ca_topic_score_codex":0.0003206793,"about_ca_topic_score_gemma":0.0001666736,"teacher_disagreement_score":0.043151133,"about_ca_system_score_codex":0.00011818777,"about_ca_system_score_gemma":0.000055006793,"threshold_uncertainty_score":0.36767113},"labels":[],"label_agreement":null},{"id":"W2899945256","doi":"10.1093/geroni/igy023.798","title":"DEVELOPING AGE-FRIENDLY CITIES AND COMMUNITIES: NEW DIRECTIONS FOR RESEARCH AND POLICY","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Active ageing; Manifesto; Public policy; Political science; Economic growth; Social exclusion; Sociology; Public relations; Gerontology; Older people; Medicine","score_opus":0.16999977494207844,"score_gpt":0.44950572060834554,"score_spread":0.2795059456662671,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899945256","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96796995,0.0002310422,0.0059125433,0.01170364,0.00017815227,0.00025312274,0.00000247786,0.000061001127,0.013688083],"genre_scores_gemma":[0.992331,0.0003581336,0.0029786448,0.0002258831,0.00076303317,0.00003204231,0.0000044935136,0.000006144257,0.0033006226],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992811,0.000079480815,0.00018416127,0.00009505416,0.00014169776,0.00021846865],"domain_scores_gemma":[0.9991132,0.0003346114,0.000046230787,0.00006117271,0.00042431106,0.0000204715],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0012947901,0.000051286024,0.000076601405,0.0006439419,0.0017722812,0.00016676061,0.00006762183,0.00003325552,0.0000070339493],"category_scores_gemma":[0.0005213561,0.000055250086,0.000004749343,0.0014613757,0.0005432052,0.00022948215,0.000052520816,0.00009144253,7.8603574e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000020667512,0.0000030191522,0.011767827,0.00001058066,0.0000043574755,1.2074383e-7,0.47035196,1.0952581e-7,0.00001310573,0.5106684,0.0022635208,0.0049149287],"study_design_scores_gemma":[0.000433575,0.000058412767,0.08817752,0.00017314791,0.0000026714663,9.77006e-7,0.13328817,0.00004469456,0.00014852833,0.35174072,0.42574504,0.00018654433],"about_ca_topic_score_codex":0.08318553,"about_ca_topic_score_gemma":0.12821405,"teacher_disagreement_score":0.42348152,"about_ca_system_score_codex":0.00009867489,"about_ca_system_score_gemma":0.00028752186,"threshold_uncertainty_score":0.9995273},"labels":[],"label_agreement":null},{"id":"W2899950804","doi":"10.1093/geroni/igy023.011","title":"THE MVP IN AN EARLY MOBILIZATION INITIATIVE: THE MOBILITY VOLUNTEER PROGRAM","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto","funders":"","keywords":"Mobilization; Volunteer; Accountability; Stakeholder; Unit (ring theory); Public relations; Intervention (counseling); Medical education; Business; Psychology; Nursing; Political science; Medicine","score_opus":0.07514614780519305,"score_gpt":0.44839194173820124,"score_spread":0.37324579393300816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899950804","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.992528,0.000034612298,0.0004228197,0.0027533355,0.00092129473,0.0010986442,0.0000017515251,0.00008340076,0.0021560965],"genre_scores_gemma":[0.99848545,0.0000048356846,0.00013036944,0.00043736395,0.00031377317,0.00040174543,0.000020232015,0.000012260437,0.00019399126],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982224,0.00048848765,0.00061631127,0.00019294227,0.00017528584,0.00030458206],"domain_scores_gemma":[0.9984865,0.00036480627,0.00020663366,0.0003085592,0.000619199,0.000014287137],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022483133,0.00008587289,0.00009829732,0.00019866186,0.0006905265,0.000044274606,0.00017190402,0.000089017216,0.00004451305],"category_scores_gemma":[0.00042321006,0.00005468893,0.000012477588,0.0025415611,0.00014760149,0.00026630363,0.000046855643,0.00042309036,0.00002921635],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005457961,0.00012876479,0.88409853,0.000027101712,0.0000037440266,5.9539394e-7,0.049284436,0.000009772257,0.0001811198,0.0062996564,0.0015908992,0.058320787],"study_design_scores_gemma":[0.00040740968,0.00009745018,0.9682832,0.00009349874,0.0000024433896,1.8498291e-7,0.017445594,0.0010931842,0.00006639559,0.0039414824,0.008486505,0.000082652936],"about_ca_topic_score_codex":0.00057097105,"about_ca_topic_score_gemma":0.0025740194,"teacher_disagreement_score":0.084184654,"about_ca_system_score_codex":0.00018097449,"about_ca_system_score_gemma":0.0001487778,"threshold_uncertainty_score":0.53110415},"labels":[],"label_agreement":null},{"id":"W2899952748","doi":"10.1093/geroni/igy023.871","title":"IMMUNOGENOMIC RESPONSES TO VACCINATION IN AGING: INSIGHTS INTO IMMUNE RESILIENCE","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Immune responses and vaccinations","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences North","funders":"","keywords":"Immune system; Immunology; Vaccination; Stressor; Biology; Psychological resilience; Medicine; Psychology; Neuroscience","score_opus":0.016733051970673467,"score_gpt":0.3006462598923001,"score_spread":0.2839132079216266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899952748","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99283075,0.001321147,0.0015400664,0.0023295945,0.000712284,0.00034594556,0.000001607447,0.00006467789,0.0008539444],"genre_scores_gemma":[0.99714816,0.00003738984,0.00033221155,0.0003618168,0.00004067648,0.000061874955,0.000043341573,0.000019367455,0.0019551509],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9980507,0.00030900657,0.0008654569,0.00036300157,0.00005464311,0.00035718418],"domain_scores_gemma":[0.9988668,0.00023107909,0.0001938204,0.00037459796,0.00032434688,0.000009340882],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010220419,0.00017374786,0.00022504161,0.0023520815,0.00027538772,0.000042295982,0.00032293898,0.00014977601,0.00022833522],"category_scores_gemma":[0.000773839,0.0001850069,0.000028591658,0.0032517356,0.000055545475,0.00032563668,0.0001586721,0.00030727533,0.0004276962],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039294368,0.00008758622,0.016692594,0.0000117225445,0.000015800204,0.000004919624,0.009186606,0.000047225138,0.94013256,0.011687209,0.00024083226,0.021499988],"study_design_scores_gemma":[0.0014827368,0.00013708424,0.7049898,0.00014568532,0.000003759484,0.000016306123,0.0013152962,0.00006678471,0.26783144,0.0015265389,0.022209117,0.00027548015],"about_ca_topic_score_codex":0.0006680327,"about_ca_topic_score_gemma":0.00037110943,"teacher_disagreement_score":0.68829715,"about_ca_system_score_codex":0.0003401821,"about_ca_system_score_gemma":0.00014680767,"threshold_uncertainty_score":0.75443625},"labels":[],"label_agreement":null},{"id":"W2899954089","doi":"10.1093/geroni/igy023.779","title":"ON A HIGH NOTE: SUPPORTING CAREGIVER QUALITY OF LIFE THROUGH PARTICIPATION IN AN INTERGENERATIONAL DEMENTIA CHOIR","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Choir; Dementia; Quality of life (healthcare); Respite care; Caregiver burden; Intervention (counseling); Psychology; Gerontology; Quality (philosophy); Nursing; Medicine; Psychiatry; Psychotherapist","score_opus":0.07560596792185645,"score_gpt":0.4495415354090349,"score_spread":0.3739355674871785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899954089","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98807186,0.000004921994,0.009380971,0.00086702895,0.00011073509,0.00024613232,0.0000032283615,0.000014492184,0.0013006219],"genre_scores_gemma":[0.99795866,0.0000010807544,0.0007595753,0.00090830843,0.00012883126,0.00004550712,0.00014354794,0.000008469358,0.000046033012],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99830776,0.00012090602,0.0007698092,0.00021044898,0.0003894775,0.0002015818],"domain_scores_gemma":[0.998992,0.000059033187,0.00021352692,0.00012644826,0.000582121,0.000026821463],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011050261,0.000079357924,0.00015839643,0.0003806231,0.00004046494,0.000018189892,0.000048985214,0.000041259693,0.00058579876],"category_scores_gemma":[0.00061211985,0.00007894294,0.000016960712,0.000959545,0.00006395605,0.0002840296,0.000029237668,0.00013329276,0.000012391229],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022232693,0.00037180216,0.9392859,0.000055460663,0.00001940863,0.0000029126902,0.0025435456,0.000029133074,0.0360474,0.014821292,0.000115457915,0.006485394],"study_design_scores_gemma":[0.0018458929,0.0002955006,0.9594267,0.0001257065,0.000007261698,3.015662e-7,0.00033948512,0.0017413093,0.03469982,0.0013889018,0.000052297764,0.000076794466],"about_ca_topic_score_codex":0.00024865894,"about_ca_topic_score_gemma":0.00028174836,"teacher_disagreement_score":0.02014086,"about_ca_system_score_codex":0.00008960509,"about_ca_system_score_gemma":0.00013861238,"threshold_uncertainty_score":0.64140856},"labels":[],"label_agreement":null},{"id":"W2899954852","doi":"10.1093/geroni/igy023.3113","title":"DETERMINATION OF BIOLOGICAL AGE","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Bacillus and Francisella bacterial research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Biological age; Biological data; Biological sex; Biological network; Biology; Computer science; Psychology; Computational biology; Bioinformatics; Evolutionary biology; Developmental psychology","score_opus":0.04088265505973689,"score_gpt":0.33028417163224943,"score_spread":0.28940151657251256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899954852","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98745847,0.000013733061,0.008365983,0.00004810556,0.00008587468,0.000051536543,0.000001543561,0.0000028649267,0.00397192],"genre_scores_gemma":[0.9983905,0.000013513761,0.0012389028,0.000068529436,0.00015733181,0.0000043194013,0.000036714166,0.000003308768,0.00008689334],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995611,0.000020837917,0.00017659,0.00010348252,0.00005262194,0.000085420535],"domain_scores_gemma":[0.999696,0.000006829915,0.000047481135,0.00008542045,0.00015734752,0.0000069323182],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028372783,0.000035654713,0.00004865338,0.00009228128,0.000017878077,0.0000064996125,0.000061838145,0.000057271132,0.000022054126],"category_scores_gemma":[0.00020439299,0.00003239003,0.000009377118,0.00031844998,0.00007915751,0.0000021406934,0.00003704224,0.000030633717,0.000003852133],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019931025,0.000011867839,0.007104846,0.0000036807269,0.0000010685769,6.6789045e-7,0.000044740093,2.4229425e-7,0.94855964,0.00086989853,0.000033642635,0.04334978],"study_design_scores_gemma":[0.00035821376,0.00019295975,0.056177985,0.000015684775,5.4021416e-7,0.0000020011312,0.00003027624,0.00012620569,0.92462367,0.0009675535,0.017422374,0.00008255527],"about_ca_topic_score_codex":0.00000798441,"about_ca_topic_score_gemma":0.000013992531,"teacher_disagreement_score":0.049073137,"about_ca_system_score_codex":0.00000606953,"about_ca_system_score_gemma":0.000016147967,"threshold_uncertainty_score":0.13208272},"labels":[],"label_agreement":null},{"id":"W2899959804","doi":"10.1093/geroni/igy023.2296","title":"GAIT SPEED AS A PREDICTOR OF TRANSITION INTO COGNITIVE IMPAIRMENT","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria; Université du Québec à Montréal","funders":"","keywords":"Gait; Cognitive impairment; Dementia; Cognition; Physical medicine and rehabilitation; Cognitive decline; Psychology; Medicine; Psychiatry; Disease; Internal medicine","score_opus":0.03382620701043799,"score_gpt":0.302071692892355,"score_spread":0.26824548588191705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899959804","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9903523,0.000003844706,0.0025501936,0.0034955807,0.0002725527,0.00023431539,0.000007707138,0.000046937454,0.0030365884],"genre_scores_gemma":[0.9965232,0.0000013858013,0.000109081426,0.0031572932,0.00012899943,0.000016355229,0.000003876476,0.000007796122,0.000051986164],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990288,0.00006007808,0.00029834997,0.00024598758,0.0002472313,0.00011954413],"domain_scores_gemma":[0.9987786,0.00075195835,0.00011936543,0.00007276438,0.00026699973,0.000010352419],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033251068,0.0000778776,0.00010125224,0.00038133343,0.000089105706,0.0000130755525,0.000055550045,0.00002719211,0.00007119205],"category_scores_gemma":[0.0032341091,0.00008190394,0.000016379221,0.0014738842,0.00017387723,0.00021961005,0.000029917772,0.000085016596,0.00003419749],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034374642,0.00029428012,0.012519757,0.00008825249,0.000019650546,0.000011209608,0.023292428,0.000060118648,0.93835443,0.020138344,0.0008698382,0.00400792],"study_design_scores_gemma":[0.0014810252,0.00046142444,0.046048205,0.0002815357,0.0000072589683,0.000010907688,0.001695549,0.0019773631,0.9295101,0.017977066,0.00037880204,0.00017073743],"about_ca_topic_score_codex":0.000067134766,"about_ca_topic_score_gemma":0.000016924807,"teacher_disagreement_score":0.03352845,"about_ca_system_score_codex":0.000079139056,"about_ca_system_score_gemma":0.000045186785,"threshold_uncertainty_score":0.38717642},"labels":[],"label_agreement":null},{"id":"W2899959898","doi":"10.1093/geroni/igy023.1842","title":"THE STAFF EXPERIENCES OF THE IMPLEMENTATION OF GENTLE PERSUASIVE APPROACHES","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Empathy and Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia; Trinity Western University; Vancouver General Hospital","funders":"","keywords":"Teamwork; Staffing; Nursing; Workload; Dementia; Psychology; Health care; Presentation (obstetrics); Acute care; Medical education; Medicine","score_opus":0.06085342427156944,"score_gpt":0.37238721401562147,"score_spread":0.31153378974405205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899959898","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99677145,0.00003759029,0.00015751667,0.0016229996,0.00026527297,0.0001663891,4.30999e-7,0.0000030624149,0.0009752977],"genre_scores_gemma":[0.99956816,0.0000045462007,0.00014157536,0.000103610975,0.000085670996,0.00002891556,0.000004172255,0.0000022792792,0.00006104182],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99942064,0.000023038243,0.0002689451,0.000058017882,0.00016564828,0.00006371586],"domain_scores_gemma":[0.9995241,0.000037997783,0.00016343743,0.00010278941,0.00016455917,0.000007093201],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037670461,0.000029634268,0.000052895695,0.000060505547,0.000057115707,0.0000033885103,0.000055163702,0.000016331189,0.000048396258],"category_scores_gemma":[0.00018819763,0.000016703183,0.000012311388,0.00062985707,0.00018071929,0.00004287496,0.000014957111,0.000050934697,5.342532e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019776346,0.00006843865,0.025503648,0.000042064345,0.000012103088,8.216689e-8,0.91202265,8.185807e-7,0.006008079,0.009573219,0.0003535509,0.046395577],"study_design_scores_gemma":[0.00025442961,0.00005715108,0.0426102,0.000051503284,0.000005030658,0.0000010200392,0.82769036,0.000062107814,0.12850928,0.0003023216,0.0004381861,0.000018377046],"about_ca_topic_score_codex":0.000049331244,"about_ca_topic_score_gemma":0.000019312436,"teacher_disagreement_score":0.12250121,"about_ca_system_score_codex":0.000024934114,"about_ca_system_score_gemma":0.00012494651,"threshold_uncertainty_score":0.0681136},"labels":[],"label_agreement":null},{"id":"W2899962306","doi":"10.1093/geroni/igy023.2650","title":"DEFINING OPPORTUNITIES FOR NATIONAL SURVEY DATA TO IDENTIFY RISKS FOR FRAILTY AND MALNUTRITION","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Abbott (Canada)","funders":"","keywords":"Malnutrition; Medicine; National Health Interview Survey; Gerontology; National Health and Nutrition Examination Survey; Environmental health; Health care; Population; Weight loss; Obesity","score_opus":0.49662714878824255,"score_gpt":0.4757914553974941,"score_spread":0.020835693390748422,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899962306","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9179584,0.000053350705,0.06957227,0.008421575,0.0004477722,0.001161743,0.0014257864,0.000065894055,0.0008932396],"genre_scores_gemma":[0.96666354,0.0000038152207,0.026350122,0.002166914,0.0002852131,0.000126637,0.004004957,0.000019448875,0.00037937114],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989161,0.000025677158,0.00041186673,0.0002775767,0.00020417671,0.00016459126],"domain_scores_gemma":[0.9980296,0.0004513398,0.000106491505,0.00020231403,0.0011786679,0.00003162609],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002071292,0.000086259206,0.00013781147,0.0005049059,0.00010223587,0.000054223077,0.000100763515,0.000057659967,0.000024019544],"category_scores_gemma":[0.003522314,0.00009781197,0.000009025524,0.0005281862,0.000050658637,0.00030302984,0.00007839409,0.00007477394,0.000003841054],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012182088,0.00029808146,0.42089114,0.0014754799,0.00016438741,0.000008186082,0.003295586,0.000015777692,0.027134437,0.05272397,0.3667407,0.12603405],"study_design_scores_gemma":[0.0035410544,0.0002202213,0.9447657,0.00058772945,0.000017752225,0.000019702222,0.00071538385,0.0056412136,0.0027164272,0.005999068,0.035541546,0.00023422256],"about_ca_topic_score_codex":0.00008050289,"about_ca_topic_score_gemma":0.0003026146,"teacher_disagreement_score":0.5238745,"about_ca_system_score_codex":0.00007019262,"about_ca_system_score_gemma":0.00011210425,"threshold_uncertainty_score":0.42167932},"labels":[],"label_agreement":null},{"id":"W2899968769","doi":"10.1093/geroni/igy023.1884","title":"THE ASSOCIATION BETWEEN LIFE SPACE MOBILITY AND COGNITION IN OLDER ADULTS","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Cognition; CINAHL; Association (psychology); PsycINFO; Psychology; Gerontology; Medicine; MEDLINE; Psychiatry","score_opus":0.03952785129450559,"score_gpt":0.38954775493508187,"score_spread":0.3500199036405763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899968769","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98795104,0.00003234227,0.00022297667,0.008697604,0.0003597283,0.00061210763,0.000004823632,0.00005345493,0.0020659016],"genre_scores_gemma":[0.99857646,0.000020992806,0.00007846083,0.00058217044,0.00035854042,0.0001170317,0.00001130277,0.000010039038,0.0002450223],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99833333,0.00034463234,0.0006215546,0.0002052693,0.0001913823,0.00030382007],"domain_scores_gemma":[0.9976331,0.0013756374,0.00033712824,0.0001274211,0.0005094498,0.000017259992],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029550546,0.00008610966,0.00013948708,0.00020327313,0.00057923124,0.000018425144,0.00006094778,0.00010678045,0.000013539136],"category_scores_gemma":[0.0035307566,0.00007206312,0.000007329348,0.0009895331,0.000060034246,0.00017491364,0.000087657114,0.00042729967,0.000032595213],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006190077,0.000014480378,0.98667914,0.000056305973,0.0000088601555,1.3258291e-7,0.009478294,2.7666246e-7,0.000023053693,0.000630261,0.00074400706,0.002358995],"study_design_scores_gemma":[0.0009581194,0.000011393628,0.99102676,0.0005928021,0.0000044294575,3.62399e-8,0.0047767335,0.00010541173,0.00004289759,0.0015944551,0.00081262283,0.00007436459],"about_ca_topic_score_codex":0.00035010098,"about_ca_topic_score_gemma":0.0039227405,"teacher_disagreement_score":0.010625379,"about_ca_system_score_codex":0.00029763347,"about_ca_system_score_gemma":0.000067368026,"threshold_uncertainty_score":0.44550368},"labels":[],"label_agreement":null},{"id":"W2899979748","doi":"10.1093/geroni/igy023.2275","title":"A SYSTEMATIC REVIEW OF THE RISK OF MOTOR VEHICLE COLLISION AND DEMENTIA","year":2018,"lang":"en","type":"review","venue":"Innovation in Aging","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Dementia; Motor impairment; Medicine; Physical medicine and rehabilitation; Motor vehicle crash; Psychology; Psychiatry; Injury prevention; Poison control; Internal medicine; Emergency medicine; Disease","score_opus":0.06959772863253999,"score_gpt":0.4318614149632766,"score_spread":0.36226368633073663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899979748","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00060677907,0.9950151,0.000028387822,0.000079084624,0.00033078415,0.0037166947,0.00003421391,0.000012140933,0.00017683799],"genre_scores_gemma":[0.00036255617,0.99883354,0.00010445483,0.00012070151,0.000043184453,0.00036369095,0.000005627779,0.00001989751,0.00014636018],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9954676,0.0012782179,0.0026607178,0.00018546,0.0002539065,0.00015411354],"domain_scores_gemma":[0.9940024,0.0011635283,0.0038127005,0.00044497612,0.00056784437,0.000008530063],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003429753,0.00016794245,0.0015344613,0.00026899367,0.00019256682,0.0000029770706,0.00021861416,0.00011317062,0.000014112596],"category_scores_gemma":[0.005129397,0.00009866127,0.00008937161,0.0017305672,0.00007233538,0.000048508376,0.000281955,0.00039925965,0.000010734869],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[2.0405348e-7,0.00000894963,0.0047465856,0.99260116,0.00012476459,7.5668794e-8,0.00039170653,2.1102775e-8,4.7030778e-7,0.0001457743,0.0006159521,0.0013643147],"study_design_scores_gemma":[0.00010542507,0.000008584087,0.0011681638,0.9804074,0.00083547324,4.017032e-7,0.0001240668,0.0000063059197,6.467388e-7,0.000050396724,0.017217811,0.000075279255],"about_ca_topic_score_codex":0.00006326967,"about_ca_topic_score_gemma":0.000031590378,"teacher_disagreement_score":0.016601859,"about_ca_system_score_codex":0.00009602157,"about_ca_system_score_gemma":0.00018391825,"threshold_uncertainty_score":0.6140738},"labels":[],"label_agreement":null},{"id":"W2899993988","doi":"10.1093/geroni/igy023.1880","title":"PORTUGUESE VERSION OF THE QUICK MILD COGNITIVE IMPAIRMENT (QMCI-P) SCREEN—RESULTS FROM THE IBIS STUDY","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Inertial Sensor and Navigation","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Medicine; Cronbach's alpha; Depression (economics); Cognition; Cognitive impairment; Gerontology; Internal medicine; Clinical psychology; Psychiatry; Psychometrics","score_opus":0.017472740972352564,"score_gpt":0.26185136143460885,"score_spread":0.24437862046225628,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899993988","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99736845,0.000020458609,0.0003437558,0.00023614471,0.00041499373,0.00037390314,0.000047862442,0.0000433299,0.0011510875],"genre_scores_gemma":[0.9995288,0.000002656154,0.00003793801,0.0001377455,0.00019837922,0.000006588597,0.00005928253,0.000010985962,0.00001757315],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99909097,0.000048079608,0.0004145471,0.0001178572,0.00021352782,0.00011499172],"domain_scores_gemma":[0.999423,0.000105156105,0.000102331505,0.00017201761,0.00018935601,0.000008133793],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040367284,0.00008508395,0.00008367834,0.00008464015,0.00007904459,0.000012339417,0.00011747777,0.00003470697,0.00002364251],"category_scores_gemma":[0.000106793595,0.000057457048,0.000019285202,0.0010218002,0.000045314562,0.000101161364,0.000040854276,0.00013838026,0.000014381535],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001296968,0.00086571486,0.7096986,0.00006562727,0.000413148,0.000014156177,0.11749915,0.010054978,0.074593455,0.00110817,0.013634652,0.07075537],"study_design_scores_gemma":[0.0019008564,0.00007845221,0.93942094,0.00022466475,0.00001800748,3.9660188e-7,0.0040671467,0.008023934,0.0458474,0.00014514924,0.00015362298,0.00011940922],"about_ca_topic_score_codex":0.0012788974,"about_ca_topic_score_gemma":0.00021346367,"teacher_disagreement_score":0.22972235,"about_ca_system_score_codex":0.00005976393,"about_ca_system_score_gemma":0.00001050934,"threshold_uncertainty_score":0.23430304},"labels":[],"label_agreement":null},{"id":"W2900000178","doi":"10.1093/geroni/igy023.2693","title":"ETHICAL AND LEGAL CONSIDERATIONS WITH THE RELEASE OF PERSONAL INFORMATION USING A COMMUNITY AREA SILVER ALERT SYSTEM","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Dementia; Harm; Focus group; Software deployment; Internet privacy; Vulnerability (computing); Liability; Personally identifiable information; Stigma (botany); Service provider; Psychology; Business; Public relations; Medicine; Service (business); Computer security; Political science; Social psychology; Psychiatry; Computer science; Marketing","score_opus":0.05536737872157844,"score_gpt":0.32314687014815996,"score_spread":0.26777949142658153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900000178","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99031675,0.0000075407274,0.0017049847,0.003683283,0.00003448662,0.000109498425,0.0000014210735,0.000018757299,0.004123289],"genre_scores_gemma":[0.998467,0.0000016897811,0.00026520796,0.0012112459,0.000040891224,0.000003831682,0.0000024496767,0.0000019140753,0.0000057202174],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99927163,0.00024027559,0.0001880957,0.000037584872,0.00017984914,0.000082541665],"domain_scores_gemma":[0.9992439,0.00023617179,0.0001084449,0.00006334849,0.00033708848,0.000011010659],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010687062,0.000038962935,0.000060374452,0.00012290286,0.00074131804,0.0000738776,0.000040797717,0.000056523164,0.000011313276],"category_scores_gemma":[0.0001913175,0.000029623812,0.0000058686483,0.00064205885,0.00032489063,0.0004030389,0.000016142312,0.0002996471,8.063284e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006644602,0.00004697022,0.035121787,0.00012683729,0.000040776573,0.0000039185447,0.59092844,0.00011530243,0.0051533724,0.36380664,0.0013243319,0.0032651878],"study_design_scores_gemma":[0.003935005,0.00040751934,0.06143432,0.004801874,0.000108074084,0.00015409828,0.83546793,0.062403347,0.008277259,0.0042863335,0.017782299,0.0009419185],"about_ca_topic_score_codex":0.0040952545,"about_ca_topic_score_gemma":0.004930941,"teacher_disagreement_score":0.3595203,"about_ca_system_score_codex":0.000053703294,"about_ca_system_score_gemma":0.00017643221,"threshold_uncertainty_score":0.6190827},"labels":[],"label_agreement":null},{"id":"W2900005909","doi":"10.1093/geroni/igy023.1478","title":"INCLUDING FAMILY CAREGIVERS IN CANADIAN LONG TERM CARE: AMBIGUITY BETWEEN POLICY AND PRACTICE","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Interior Health; Mount Saint Vincent University","funders":"","keywords":"Context (archaeology); Ambiguity; Quality of life (healthcare); Long-term care; Gerontology; Psychology; Scale (ratio); Quality (philosophy); Nursing; Medicine; Geography; Computer science","score_opus":0.08149815408675043,"score_gpt":0.44715800415036067,"score_spread":0.36565985006361024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900005909","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9695049,0.00010581546,0.00006919614,0.005397882,0.0005504975,0.00029067873,0.000009699842,0.000032566182,0.024038771],"genre_scores_gemma":[0.99779016,0.00001527458,0.00020159605,0.0010652395,0.0007641441,0.000014924372,0.00004149802,0.000014315702,0.00009287527],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99847627,0.00021825038,0.00045222256,0.00022057835,0.00013610638,0.00049658306],"domain_scores_gemma":[0.99882394,0.00036516698,0.00017874817,0.00014930771,0.00040631797,0.00007654734],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011023189,0.00010001037,0.00016200339,0.0015112178,0.00045157527,0.000023847253,0.00008972202,0.00013775952,0.000011348672],"category_scores_gemma":[0.0012990738,0.000114500195,0.000008501076,0.0024669121,0.000061774925,0.00030304608,0.0000694104,0.0004036816,0.000014239498],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000112470425,0.0000036288845,0.9151438,0.00007121763,0.0000045096026,0.000012605366,0.059617884,5.7030496e-7,0.00012349688,0.0011586385,0.00053999556,0.023312446],"study_design_scores_gemma":[0.00055874867,0.000018252458,0.95639575,0.00026961637,0.0000061751875,0.0000013225568,0.031493913,0.000003229428,0.000025347354,0.00017463784,0.010934087,0.00011892502],"about_ca_topic_score_codex":0.74482703,"about_ca_topic_score_gemma":0.46110848,"teacher_disagreement_score":0.28371856,"about_ca_system_score_codex":0.0017813722,"about_ca_system_score_gemma":0.0012088523,"threshold_uncertainty_score":0.5487249},"labels":[],"label_agreement":null},{"id":"W2900015001","doi":"10.1093/geroni/igy023.1895","title":"EARLY-LIFE ADVERSITY, LATER-LIFE MENTAL HEALTH, AND RESILIENCE RESOURCES: A LONGITUDINAL BIRTH COHORT ANALYSIS","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Mental health; Psychosocial; Psychology; General Health Questionnaire; Social support; Psychological resilience; Clinical psychology; Distress; Neighbourhood (mathematics); Mental distress; Psychological intervention; Longitudinal study; Multilevel model; Psychiatry; Developmental psychology; Medicine","score_opus":0.030836473429182578,"score_gpt":0.34592920440970387,"score_spread":0.3150927309805213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900015001","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9803118,0.000102118865,0.00025680303,0.01656245,0.000168637,0.0001782952,0.00000635307,0.000044796292,0.0023687207],"genre_scores_gemma":[0.9925093,0.000085308704,0.00021968641,0.00665088,0.00016773985,0.000005044666,0.0000071308955,0.0000045948254,0.0003503352],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983919,0.00014324508,0.00043603245,0.0002598084,0.00037754443,0.00039144297],"domain_scores_gemma":[0.99932796,0.00007532472,0.00017636281,0.000116545976,0.00013102587,0.00017279913],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016837266,0.000080060665,0.00020505313,0.0005402689,0.00087613764,0.000109990404,0.00013862523,0.00005191752,0.000115500916],"category_scores_gemma":[0.00036495135,0.000084525855,0.000023122546,0.003208522,0.00028483794,0.00029325634,0.000070737726,0.000117257434,0.0000090536005],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011161403,0.000009630628,0.9671423,0.000024082514,0.00002345068,8.736735e-7,0.026905395,0.0000045493475,8.118019e-7,0.0048172334,0.00047808036,0.0005824237],"study_design_scores_gemma":[0.00018869691,0.000019831963,0.9733881,0.000043958335,0.000006204216,1.9963521e-7,0.009756414,0.0001511434,0.000001722854,0.00015570754,0.016197732,0.00009028604],"about_ca_topic_score_codex":0.023493135,"about_ca_topic_score_gemma":0.010861107,"teacher_disagreement_score":0.01714898,"about_ca_system_score_codex":0.00017198514,"about_ca_system_score_gemma":0.00029817957,"threshold_uncertainty_score":0.9830095},"labels":[],"label_agreement":null},{"id":"W2900017250","doi":"10.1093/geroni/igy023.589","title":"WHY IS IT SO CHALLENGING FOR ISOLATED SENIOR CAREGIVERS TO ACCESS AND USE INFORMAL SUPPORT?","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Ocular and Laser Science Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean","funders":"","keywords":"Shame; Psychological intervention; Social support; Psychology; Learned helplessness; Family caregivers; Social isolation; Isolation (microbiology); Nursing; Medicine; Social psychology; Psychotherapist; Psychiatry","score_opus":0.0651654454610637,"score_gpt":0.38827742329327836,"score_spread":0.3231119778322147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900017250","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95786935,0.0000046834116,0.020314513,0.020431004,0.00011167516,0.0004261131,0.000005654464,0.000025859697,0.0008111397],"genre_scores_gemma":[0.9905369,0.000005843011,0.000658811,0.008297624,0.00007923032,0.000016026499,0.000015889205,0.000007827339,0.0003818331],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991412,0.0000068817635,0.00022003594,0.000172374,0.000198376,0.00026114512],"domain_scores_gemma":[0.99931204,0.000035373832,0.000039211995,0.00012568291,0.00042912638,0.000058538666],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004475172,0.00006737154,0.000101538586,0.00065777026,0.00012814483,0.0001682204,0.00008353772,0.000040314808,0.000094439434],"category_scores_gemma":[0.00019323206,0.00006308261,0.000013181811,0.0013573444,0.000060186212,0.0007441192,0.000078752535,0.00009718641,0.0000071736195],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00092289655,0.00014151348,0.50319755,0.00089757814,0.00012515576,0.00009146642,0.12987517,0.0001129507,0.028251687,0.0035173343,0.08782011,0.24504657],"study_design_scores_gemma":[0.006369556,0.0012220867,0.10360254,0.00084107666,0.00003369344,0.00007704081,0.010852269,0.07477384,0.04646801,0.00020352322,0.7548623,0.00069407397],"about_ca_topic_score_codex":0.00019850563,"about_ca_topic_score_gemma":0.00009227179,"teacher_disagreement_score":0.6670422,"about_ca_system_score_codex":0.000040425744,"about_ca_system_score_gemma":0.000094198294,"threshold_uncertainty_score":0.25724342},"labels":[],"label_agreement":null},{"id":"W2900021094","doi":"10.1093/geroni/igy023.1146","title":"IS BALANCE CONFIDENCE AN IMPORTANT DETERMINANT OF PHYSICAL ACTIVITY LEVELS IN OLDER PERSONS WITH TYPE 2 DIABETES?","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Diabetic Foot Ulcer Assessment and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hamilton Health Sciences; Queen's University","funders":"","keywords":"Medicine; Confidence interval; Diabetes mellitus; Type 2 diabetes; Balance (ability); Physical therapy; Gerontology; Internal medicine; Endocrinology","score_opus":0.033176912534271796,"score_gpt":0.3433362194667935,"score_spread":0.3101593069325217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900021094","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9977989,0.000004072587,0.00040206712,0.0004433158,0.000059655642,0.0002368264,0.0000018298831,0.000014161931,0.0010391688],"genre_scores_gemma":[0.999014,9.1021565e-7,0.00048099676,0.0003179006,0.000050134062,0.000014336251,0.000004256838,0.00000942934,0.00010799791],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992197,0.000016209407,0.00020490905,0.0001951367,0.0001919327,0.0001720786],"domain_scores_gemma":[0.9994823,0.000021585849,0.00013874745,0.00018764444,0.0001514053,0.000018340435],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028041512,0.00008748954,0.00019283812,0.00025022437,0.00001640036,0.000011319051,0.000057221147,0.000023022585,0.000045245175],"category_scores_gemma":[0.000028929631,0.00007348791,0.000010107038,0.0009976036,0.000085467706,0.00017979798,0.000024661105,0.000101728525,0.0000021052256],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041421394,0.00038084545,0.9254756,0.00012740142,0.000019606548,0.000013335973,0.003085573,0.0000017277347,0.057280302,0.0016006819,0.00009345232,0.011880044],"study_design_scores_gemma":[0.00084693666,0.00036919522,0.9364884,0.00039973302,0.000013094046,7.9812907e-7,0.0002998274,0.007973476,0.05328536,0.00012140586,0.00010664894,0.00009515558],"about_ca_topic_score_codex":0.00005321765,"about_ca_topic_score_gemma":0.000034748053,"teacher_disagreement_score":0.011784888,"about_ca_system_score_codex":0.000049621347,"about_ca_system_score_gemma":0.00007023069,"threshold_uncertainty_score":0.299675},"labels":[],"label_agreement":null},{"id":"W2900021286","doi":"10.1093/geroni/igy023.1735","title":"AGING AND EMBODIMENT: A LIFE COURSE APPROACH TO EXAMINING AGING AMONG RETIRED ELITE ATHLETES","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Elite; Athletes; Embodied cognition; Elite athletes; Psychological resilience; Life course approach; Psychology; Identity (music); Perspective (graphical); Narrative; Gerontology; Social psychology; Political science; Aesthetics; Medicine; Epistemology; Physical therapy","score_opus":0.07848361711914593,"score_gpt":0.3772019246516316,"score_spread":0.2987183075324857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900021286","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94374275,0.00046691546,0.0046845246,0.0010887382,0.00037495611,0.0003228555,0.000002652088,0.00015512561,0.04916151],"genre_scores_gemma":[0.994317,0.0000031767295,0.0024849991,0.0015255334,0.0003851272,0.00011623676,0.000019949595,0.00003884028,0.0011091364],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975517,0.00022703406,0.0006013303,0.00067873846,0.00026162877,0.00067956804],"domain_scores_gemma":[0.9988909,0.00017809257,0.0001757677,0.00040940096,0.00023700559,0.00010887506],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021100866,0.00021391103,0.00028132676,0.000877907,0.0002763001,0.000117721895,0.00023279688,0.00013307227,0.0000862644],"category_scores_gemma":[0.00027729088,0.00023247479,0.000017452157,0.0018076523,0.0002884979,0.00022072296,0.0001686747,0.0004458925,0.00014220523],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004070156,0.00011153954,0.90295583,0.00005078742,0.00009035049,0.000020744654,0.04363745,0.000017697306,0.0006792525,0.016099231,0.0022391465,0.034057286],"study_design_scores_gemma":[0.0016747101,0.00011547607,0.9733044,0.0006425741,0.000026443273,0.000029545463,0.016223578,0.0037136131,0.00032450003,0.0006504152,0.0027069869,0.0005877471],"about_ca_topic_score_codex":0.00017402259,"about_ca_topic_score_gemma":0.000026311784,"teacher_disagreement_score":0.0703486,"about_ca_system_score_codex":0.00006114194,"about_ca_system_score_gemma":0.000049859587,"threshold_uncertainty_score":0.9480047},"labels":[],"label_agreement":null},{"id":"W2900030146","doi":"10.1093/geroni/igy023.1224","title":"EFFECT OF CHILDHOOD ADVERSITY ON PSYCHOLOGICAL AND BIOLOGICAL MARKERS OF STRESS IN MIDDLE AND LATER LIFE","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Birth, Development, and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Life course approach; Psychology; Neglect; Developmental psychology; Clinical psychology; Perspective (graphical); Socioeconomic status; Early childhood; Disease; Medicine; Psychiatry; Population; Environmental health; Pathology","score_opus":0.03532549593040494,"score_gpt":0.3266893506037948,"score_spread":0.2913638546733898,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900030146","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9981469,0.000023213275,0.00000998426,0.00038065278,0.000041082545,0.0001613496,0.0000018340584,0.0000063691245,0.0012286429],"genre_scores_gemma":[0.998991,0.00022467051,0.00024774045,0.00050266454,0.000021891252,0.0000019618005,0.000006290106,0.00000215453,0.0000015865315],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99941427,0.000053387255,0.00024613942,0.00013335775,0.00006465347,0.00008822468],"domain_scores_gemma":[0.9997421,0.00006789265,0.00007675966,0.000055331853,0.00003727057,0.0000206403],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061032345,0.00005369106,0.00017109423,0.00022564117,0.000015830488,0.0000016252236,0.000020282312,0.000069920796,0.00001770105],"category_scores_gemma":[0.00016396386,0.00003886649,0.0000057520774,0.00034066226,0.00009573011,0.000021650883,0.000020414423,0.00011557634,5.9964225e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035071216,0.00007626529,0.9919647,0.00011562602,0.0000050478493,0.0000020605908,0.00053281034,1.32008e-7,0.00087936426,0.0013591739,0.000021957676,0.004692131],"study_design_scores_gemma":[0.0016543749,0.00087035936,0.99358606,0.00029424482,0.0000018370409,0.0000025260927,0.00008449942,0.000016466558,0.0030805576,0.00036700783,0.000007689584,0.000034359447],"about_ca_topic_score_codex":0.000016380427,"about_ca_topic_score_gemma":0.0000064878363,"teacher_disagreement_score":0.0046577714,"about_ca_system_score_codex":0.000014013449,"about_ca_system_score_gemma":0.000013474944,"threshold_uncertainty_score":0.15849294},"labels":[],"label_agreement":null},{"id":"W2900039986","doi":"10.1093/geroni/igy023.054","title":"CHARACTERIZING THE CO-OCURRENCE OF POSITIVE EVENTS AND STRESSORS IN DAILY LIFE","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Psychological Well-being and Life Satisfaction","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Stressor; Psychology; Vulnerability (computing); Demography; Developmental psychology; Medicine; Gerontology; Clinical psychology","score_opus":0.03829593017906876,"score_gpt":0.36485831316236633,"score_spread":0.3265623829832976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900039986","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9870681,0.000027399685,0.00029836656,0.0009864987,0.00040878973,0.00011181022,0.0000059268186,0.0000133125695,0.011079797],"genre_scores_gemma":[0.99905014,0.000005887329,0.00003678341,0.0007464402,0.00008614903,0.000012726752,0.000009294656,0.000004748679,0.00004784152],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991072,0.00013142392,0.00035656337,0.00017803049,0.00008954568,0.00013727753],"domain_scores_gemma":[0.99950045,0.00012514392,0.0001837359,0.00011937994,0.000058974398,0.0000123150885],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000587216,0.00006776633,0.000100251775,0.00023488625,0.000046966343,0.000010314432,0.00007870003,0.00005550067,0.00009857075],"category_scores_gemma":[0.00013594708,0.000054614728,0.000007691104,0.00073457457,0.00009361452,0.00009117294,0.000017816816,0.00018753762,0.000016324037],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006787649,0.00006156939,0.939108,0.0000085857655,0.000012150623,0.000002385799,0.011232909,0.000002145032,0.00662708,0.011356987,0.0001625352,0.031357747],"study_design_scores_gemma":[0.0003795106,0.000037450205,0.9961716,0.00011172399,0.0000013147611,0.0000023860625,0.00096342753,0.00004668474,0.00083419733,0.0011042993,0.00028839518,0.000059019225],"about_ca_topic_score_codex":0.00022290244,"about_ca_topic_score_gemma":0.000012984018,"teacher_disagreement_score":0.05706356,"about_ca_system_score_codex":0.000018317076,"about_ca_system_score_gemma":0.000009031833,"threshold_uncertainty_score":0.2227124},"labels":[],"label_agreement":null},{"id":"W2900046724","doi":"10.1093/geroni/igy023.1359","title":"VALIDATION OF A CLAIMS-BASED FRAILTY INDEX AGAINST PHYSICAL PERFORMANCE AND CLINICAL OUTCOMES","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Frailty Index; Medicine; Grip strength; Quartile; Gerontology; Odds; Comorbidity; Health and Retirement Study; Population; Odds ratio; Index (typography); Physical therapy; Logistic regression; Environmental health; Confidence interval; Internal medicine","score_opus":0.05385845968636331,"score_gpt":0.37786583710195887,"score_spread":0.32400737741559554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900046724","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9959454,0.0000022678103,0.0013938518,0.0013384682,0.00016170656,0.00019759277,0.0000019675012,0.000037624235,0.00092112395],"genre_scores_gemma":[0.9977481,0.0000024332533,0.0010317983,0.0009193468,0.00017871818,0.0000075711005,0.000025953805,0.000011830393,0.00007426816],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99881935,0.00003304288,0.00059479143,0.00019171434,0.00023241261,0.00012870689],"domain_scores_gemma":[0.99908966,0.0001531056,0.00019756806,0.00020007238,0.00033444437,0.000025154279],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049225823,0.00009433798,0.00024532672,0.00031405556,0.00003316568,0.000009861251,0.000051356354,0.00007150395,0.000012938317],"category_scores_gemma":[0.00042485513,0.00008574701,0.00002806141,0.000825957,0.0001896171,0.00014035172,0.000027590952,0.00021778986,0.000008360256],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004779949,0.0001224876,0.9632157,0.00006641504,0.0000144350115,0.0000011842353,0.0003375183,0.000021782502,0.0020981205,0.00014808348,0.000106874286,0.033819586],"study_design_scores_gemma":[0.0021556353,0.00016687486,0.9596736,0.000249328,0.000010324074,0.0000013399057,0.00005236453,0.025303595,0.01192894,0.00013565061,0.00024038863,0.00008197713],"about_ca_topic_score_codex":0.000015506686,"about_ca_topic_score_gemma":0.0000039978336,"teacher_disagreement_score":0.03373761,"about_ca_system_score_codex":0.000043057225,"about_ca_system_score_gemma":0.00007890385,"threshold_uncertainty_score":0.34966615},"labels":[],"label_agreement":null},{"id":"W2900050112","doi":"10.1093/geroni/igy023.3097","title":"THE MISSING PIECE IN AGING IN PLACE RESEARCH: PARTICIPATORY RESEARCH WITH OLDER ADULTS LIVING IN THE COMMUNITY","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University; Université de Moncton","funders":"","keywords":"Photovoice; Participatory action research; Aging in place; Community-based participatory research; Context (archaeology); Citizen journalism; Gerontology; Focus group; Social engagement; Community engagement; Sociology; Psychology; Public relations; Political science; Medicine; Economic growth; Geography; Social science","score_opus":0.27788535011285354,"score_gpt":0.46607060907137,"score_spread":0.18818525895851645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900050112","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98653656,0.00020394534,0.000040056944,0.008417702,0.00007382256,0.0004266535,2.0942248e-7,0.000019666262,0.0042813634],"genre_scores_gemma":[0.9992466,0.00006274578,0.000060801798,0.00020565951,0.00018590753,0.00010881079,9.710545e-7,0.000010347452,0.000118134645],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9921722,0.00545995,0.00049260544,0.00021757912,0.00091472274,0.0007429677],"domain_scores_gemma":[0.994491,0.0045226994,0.000100868136,0.00030368412,0.00055973185,0.000022014518],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.046841882,0.00009357643,0.00012314269,0.00091340026,0.0026380853,0.00029653407,0.000520684,0.00005823141,0.000007982672],"category_scores_gemma":[0.0043699886,0.00006704657,0.000008790356,0.007080844,0.0009705596,0.00038733715,0.0001451252,0.0014648793,0.000004368981],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012135149,0.00005191797,0.36617216,0.000013133482,0.0000014792817,0.0000041174794,0.6263957,0.00001442608,0.000012686145,0.004939425,0.00034840227,0.002034396],"study_design_scores_gemma":[0.0002860842,0.000020429143,0.71793586,0.00110214,5.124911e-7,3.221633e-7,0.2760465,0.0005565701,0.00003573908,0.0023450295,0.0015861163,0.00008471138],"about_ca_topic_score_codex":0.11307888,"about_ca_topic_score_gemma":0.6498671,"teacher_disagreement_score":0.5367882,"about_ca_system_score_codex":0.00037151264,"about_ca_system_score_gemma":0.00034915342,"threshold_uncertainty_score":0.9986603},"labels":[],"label_agreement":null},{"id":"W2900051099","doi":"10.1093/geroni/igy023.1698","title":"ALL THE SINGLE LADIES’: PERSPECTIVES ON IDENTITY AND WELL-BEING ACROSS THE LIFESPAN","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Family Dynamics and Relationships","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Life course approach; Identity (music); Cohabitation; Workforce; Grounded theory; Psychology; Qualitative research; Sociology; Social psychology; Gerontology; Gender studies; Medicine; Political science; Aesthetics; Social science","score_opus":0.03995540829713644,"score_gpt":0.35036232777721704,"score_spread":0.3104069194800806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900051099","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94129455,0.000040655694,0.0003438173,0.015828796,0.00030348205,0.0001117425,4.4503642e-7,0.00002336873,0.04205315],"genre_scores_gemma":[0.99817646,0.00003058162,0.0000492324,0.001002896,0.00029426054,0.0000050392973,8.99316e-7,0.0000044795074,0.0004361484],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99928993,0.000113445596,0.00014627093,0.00011869449,0.00017580416,0.000155861],"domain_scores_gemma":[0.9994584,0.00021849104,0.00007495444,0.00009944231,0.00013925835,0.000009471362],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017511293,0.0000467565,0.000041950203,0.00006679018,0.0012159238,0.00024820137,0.00014004813,0.00003903563,0.00001021193],"category_scores_gemma":[0.0003994804,0.00003024252,0.000010117706,0.00091379636,0.00048280993,0.00022786389,0.000044281955,0.00017156283,0.000012616049],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000019504307,0.00001287619,0.038396545,0.0000012595789,0.000005527145,3.0793552e-7,0.2469315,0.000018732308,0.00010401518,0.71361154,0.00011707737,0.0007987012],"study_design_scores_gemma":[0.0002482709,0.00002976354,0.44409096,0.000078792145,0.0000058588225,9.587642e-7,0.4343212,0.0014437046,0.000053429627,0.08565377,0.033904035,0.0001692629],"about_ca_topic_score_codex":0.0008883129,"about_ca_topic_score_gemma":0.0045634443,"teacher_disagreement_score":0.62795776,"about_ca_system_score_codex":0.000080384,"about_ca_system_score_gemma":0.000021344611,"threshold_uncertainty_score":0.93520254},"labels":[],"label_agreement":null},{"id":"W2900051356","doi":"10.1093/geroni/igy023.513","title":"WEEKLY, SEASONAL AND GEOGRAPHIC PATTERNS IN HEALTH CONTEMPLATIONS ABOUT SUNDOWNING BEHAVIORS","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Global Health Care Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Demography; Circadian rhythm; Seasonality; Latitude; Etiology; Low latitude; Medicine; Geography; Biology; Internal medicine; Ecology","score_opus":0.06808913674734676,"score_gpt":0.4586403059098391,"score_spread":0.39055116916249233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900051356","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9889709,0.00020124193,0.000614768,0.0074026426,0.0008368477,0.00074117386,0.000031359203,0.0000953733,0.0011057213],"genre_scores_gemma":[0.9951676,0.000037420054,0.0005248289,0.0036778601,0.0002687614,0.000115767434,0.00007155272,0.000020382395,0.00011581348],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99714833,0.00039004002,0.0012638282,0.00032215417,0.00024517206,0.0006304456],"domain_scores_gemma":[0.9986577,0.00027313203,0.00041483607,0.00018315192,0.00038721343,0.00008398319],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002236042,0.00014268019,0.0002613017,0.001004434,0.00056629314,0.000019117457,0.000099131474,0.00013727283,0.00013679243],"category_scores_gemma":[0.00024117407,0.00015806341,0.0000133420235,0.0019381288,0.00008524589,0.00024624282,0.00008570247,0.00066421676,0.00004486355],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010442575,0.00002221963,0.9820208,0.00017629965,0.0000019193353,0.000003018185,0.0057075094,0.0000031623103,0.000029921048,0.00953713,0.0007140738,0.0017734974],"study_design_scores_gemma":[0.0008753055,0.0000493376,0.98570985,0.0017333733,0.0000013346604,0.0000020745774,0.0043219537,0.00026887807,0.000004517666,0.0006887294,0.0062188986,0.00012577328],"about_ca_topic_score_codex":0.010861249,"about_ca_topic_score_gemma":0.015974566,"teacher_disagreement_score":0.008848401,"about_ca_system_score_codex":0.00035454726,"about_ca_system_score_gemma":0.00032084258,"threshold_uncertainty_score":0.9957255},"labels":[],"label_agreement":null},{"id":"W2900066337","doi":"10.1093/geroni/igy023.094","title":"FACTORS ASSOCIATED WITH REMAINING FREE FROM FUNCTIONAL LIMITATIONS DESPITE SOCIOECONOMIC ADVERSITY","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Resilience and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Socioeconomic status; Psychosocial; Psychological resilience; Psychology; Marital status; Gerontology; Clinical psychology; Medicine; Environmental health; Psychiatry; Population; Social psychology","score_opus":0.12779711054628687,"score_gpt":0.35786066406100425,"score_spread":0.23006355351471738,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900066337","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98712075,0.000007670448,0.0018940212,0.00037157742,0.00053195335,0.00010014568,0.000017507295,0.000050994746,0.009905368],"genre_scores_gemma":[0.99836874,4.946665e-7,0.00018585638,0.0007445201,0.000117186944,0.000009797168,0.0001661997,0.000009207052,0.00039799072],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999171,0.00005086496,0.00027009446,0.00021537764,0.00009847947,0.00019414605],"domain_scores_gemma":[0.99931395,0.00022047968,0.00018461556,0.00015295848,0.00010581115,0.000022213875],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027777243,0.00008051938,0.0000963817,0.0002568793,0.00018939868,0.000017469243,0.00009320303,0.000063535954,0.0005129486],"category_scores_gemma":[0.00009180325,0.000078484576,0.000012964928,0.00051321083,0.00008507947,0.00022146608,0.00002345551,0.00014632693,0.00008312585],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025696558,0.00004888058,0.98050123,0.0000012848644,0.000032334494,0.000001196805,0.008193343,0.000025356567,0.000296141,0.0067333966,0.0011324092,0.00300874],"study_design_scores_gemma":[0.00073186826,0.00005530714,0.9903861,0.00003590639,0.0000046566574,2.7267e-7,0.006044025,0.00007866668,0.00017567747,0.002042645,0.0003549077,0.00008993324],"about_ca_topic_score_codex":0.0003226919,"about_ca_topic_score_gemma":0.0009574023,"teacher_disagreement_score":0.011247985,"about_ca_system_score_codex":0.0002653008,"about_ca_system_score_gemma":0.0000677692,"threshold_uncertainty_score":0.56164277},"labels":[],"label_agreement":null},{"id":"W2900076889","doi":"10.1093/geroni/igy023.2907","title":"INTEGRATIVE DATA ANALYSIS OF LONGITUDINAL STUDIES: COORDINATED ANALYSIS AND MULTIPLE-STUDY REPLICATION RESEARCH","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Normative; Replication (statistics); Context (archaeology); Life span; Longitudinal data; Longitudinal study; Life course approach; Psychology; Data science; Computer science; Developmental psychology; Gerontology; Medicine; Epistemology; Data mining; Biology","score_opus":0.38793757783245114,"score_gpt":0.5746235505793635,"score_spread":0.1866859727469124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900076889","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98903805,0.0003074393,0.00834855,0.00050966814,0.00006621601,0.00030783142,0.000022075998,0.000027053766,0.0013731221],"genre_scores_gemma":[0.99894,0.000006995854,0.00028674764,0.000023284967,0.000038189326,0.00004246937,0.000200573,0.00000752084,0.00045420346],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970152,0.0007595811,0.0007150704,0.000903144,0.00031344627,0.0002935878],"domain_scores_gemma":[0.9950752,0.0010550423,0.0002411191,0.0015731629,0.0020323745,0.000023060866],"candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.00816878,0.00011411838,0.0004805566,0.005856973,0.00018968883,0.000026275533,0.0004257911,0.00007477445,0.000106672975],"category_scores_gemma":[0.0029679663,0.0001003195,0.00002700242,0.028013354,0.0005826437,0.00018570246,0.00035260106,0.00037994402,0.000009245216],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000091908165,0.00021929691,0.9615846,0.0000074997256,0.005258646,0.00000582843,0.024427507,0.000009224273,0.00009933288,0.0015266329,0.0004398627,0.006329655],"study_design_scores_gemma":[0.00052218104,0.00014822614,0.9370915,0.00001735201,0.0005917745,8.218088e-7,0.049122244,0.012072049,0.00010145724,0.00017662461,0.00006600702,0.000089763904],"about_ca_topic_score_codex":0.002631615,"about_ca_topic_score_gemma":0.0070123826,"teacher_disagreement_score":0.024694735,"about_ca_system_score_codex":0.00008504282,"about_ca_system_score_gemma":0.000031970503,"threshold_uncertainty_score":0.9926467},"labels":[],"label_agreement":null},{"id":"W2900103617","doi":"10.1093/geroni/igy023.033","title":"AGING IN PLACE IN URBAN SETTINGS: HOW TO BETTER UNDERSTAND CURRENT AND FUTURE LINKS BETWEEN PERSON AND ENVIRONMENT","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Urban and spatial planning","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Flexibility (engineering); Aging in place; Built environment; Perspective (graphical); Affect (linguistics); Psychology; Life course approach; Gerontology; Sociology; Developmental psychology; Medicine; Engineering; Computer science","score_opus":0.021159792405755943,"score_gpt":0.24119919596141107,"score_spread":0.22003940355565513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900103617","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9878315,0.00007889805,0.00081427867,0.010664107,0.00006888818,0.00017379627,0.0000023137402,0.0000105366435,0.00035571223],"genre_scores_gemma":[0.9981505,0.0000108873755,0.0008508456,0.00071411557,0.00021408265,0.000005793844,0.000007983257,0.000009325965,0.000036467125],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99904615,0.000035672394,0.00020765663,0.00031461415,0.00016527211,0.00023063639],"domain_scores_gemma":[0.99977815,0.000035078294,0.00006542106,0.000083183964,0.0000031635082,0.00003500801],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048033748,0.00011564896,0.00011853733,0.00026151678,0.00006273537,0.00006330271,0.00006414802,0.00007059464,0.000046380268],"category_scores_gemma":[0.000017623765,0.000121479796,0.000005023797,0.000546418,0.000075736585,0.00023375847,0.00009364432,0.00032324213,0.000008097805],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004338223,0.000008292191,0.9548406,0.000010804348,0.0000011759329,0.0000031505374,0.013064286,0.000044152068,0.0008616945,0.000038606915,0.0006448888,0.030478023],"study_design_scores_gemma":[0.00057575665,0.0000379465,0.97218007,0.00016656176,0.0000022932172,0.0000012920393,0.0030429554,0.0016757998,0.0003183871,0.00017662077,0.021594984,0.00022732212],"about_ca_topic_score_codex":0.00011553335,"about_ca_topic_score_gemma":0.00016270099,"teacher_disagreement_score":0.0302507,"about_ca_system_score_codex":0.00026168025,"about_ca_system_score_gemma":0.0000040378463,"threshold_uncertainty_score":0.49538022},"labels":[],"label_agreement":null},{"id":"W2900114283","doi":"10.1093/geroni/igy023.1388","title":"A CRITICAL PERSPECTIVE ON CURRENT MODELS OF INTERGENERATIONAL LEARNING","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hamilton Health Sciences; McMaster University","funders":"","keywords":"Pace; Perspective (graphical); Erikson's stages of psychosocial development; Field (mathematics); Social learning; Psychosocial; Psychology; Life span; Sociology; Developmental psychology; Computer science; Pedagogy; Artificial intelligence; Gerontology; Geography","score_opus":0.11738345604049889,"score_gpt":0.48112027029500376,"score_spread":0.3637368142545049,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900114283","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8305686,0.00012990824,0.077707686,0.0024134114,0.0008621026,0.00008075851,0.000001815681,0.000036918696,0.0881988],"genre_scores_gemma":[0.99900246,4.6797624e-7,0.00028230256,0.00011098592,0.00021579665,0.000019207446,0.000005208642,0.000006623796,0.00035694076],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99912375,0.00012453651,0.00025636834,0.00019477753,0.00013647182,0.00016408648],"domain_scores_gemma":[0.99910873,0.00014170833,0.000049175018,0.000096278345,0.0005919877,0.000012134634],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004868715,0.00005718003,0.00008777697,0.00044179327,0.00006106487,0.00000961097,0.00007402804,0.00004252926,0.0003307049],"category_scores_gemma":[0.00037035474,0.000058106853,0.000013416315,0.00055457215,0.00016635968,0.000077416,0.000024815734,0.00032597335,0.000060501425],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050840015,0.000098833916,0.01260298,0.0000049869695,0.000008095721,0.0000018041846,0.010840458,0.00012807589,0.00023701489,0.9692921,0.0006876199,0.006047204],"study_design_scores_gemma":[0.0060693487,0.0025400072,0.12757462,0.001246277,0.000029464361,0.000071069626,0.106962286,0.16095565,0.009839473,0.5773588,0.005994636,0.0013584082],"about_ca_topic_score_codex":0.000061249135,"about_ca_topic_score_gemma":0.000012392325,"teacher_disagreement_score":0.39193332,"about_ca_system_score_codex":0.00007789644,"about_ca_system_score_gemma":0.00003580005,"threshold_uncertainty_score":0.36209866},"labels":[],"label_agreement":null},{"id":"W2900114451","doi":"10.1093/geroni/igy023.1209","title":"AN AGE COMPARISON OF CAREGIVER STRAIN AND RESOURCES","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Feeling; Population; Psychology; Gerontology; Young adult; Quarter (Canadian coin); Perspective (graphical); Demography; Developmental psychology; Social psychology; Medicine; Sociology","score_opus":0.029253813551422828,"score_gpt":0.3512431867102665,"score_spread":0.3219893731588437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900114451","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.987384,0.000014863393,0.0010085803,0.00024764353,0.0001295375,0.000038922964,0.0000030125389,0.000010740122,0.011162683],"genre_scores_gemma":[0.99915147,0.0000015664679,0.00044978037,0.000115226074,0.00016320992,0.0000015831076,0.00000807808,0.0000029702676,0.00010608941],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99944997,0.000051996354,0.00018699747,0.00008710259,0.00014292501,0.000081035476],"domain_scores_gemma":[0.9996633,0.000023863206,0.000075840464,0.00004899064,0.00017724685,0.000010786659],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004964005,0.00003244944,0.000060697403,0.00015613963,0.00013829528,0.000042938707,0.000068007444,0.000030186016,0.000020697136],"category_scores_gemma":[0.000051511768,0.000035681474,0.00000530437,0.00044068502,0.00016101023,0.00012971174,0.000011672346,0.000045323533,5.286264e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000038329504,0.000023213115,0.15607539,0.0000073618276,0.000003885415,0.000001064651,0.21373107,0.00008365372,0.022523474,0.5930435,0.00013778739,0.0143657895],"study_design_scores_gemma":[0.0007286427,0.00022604031,0.5545969,0.00029898816,0.000009102012,7.9732354e-7,0.34087974,0.03303572,0.0030522896,0.028612996,0.038021404,0.0005373515],"about_ca_topic_score_codex":0.0010104377,"about_ca_topic_score_gemma":0.0050373287,"teacher_disagreement_score":0.5644305,"about_ca_system_score_codex":0.000031209893,"about_ca_system_score_gemma":0.00002637872,"threshold_uncertainty_score":0.28109476},"labels":[],"label_agreement":null},{"id":"W2900115836","doi":"10.1093/geroni/igy023.2178","title":"HISTORICAL OVERVIEW OF BRIDGING AGING AND DISABILITY RESEARCH AND POLICY – U.S. AND INTERNATIONAL MILESTONES","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Bridging (networking); Demographics; Political science; Gerontology; Healthy aging; Baby boomers; Context (archaeology); Aging in place; Successful aging; Supreme court; Psychology; Economic growth; Public relations; Medicine; History; Demographic economics; Sociology; Economics; Law; Demography","score_opus":0.14536500448457834,"score_gpt":0.44745339084255986,"score_spread":0.3020883863579815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900115836","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98675,0.0009854932,0.00014505944,0.010314683,0.00014115233,0.000086714645,9.849987e-7,0.000014876303,0.0015610064],"genre_scores_gemma":[0.9979693,0.00079258526,0.00025878864,0.00006539337,0.0005520105,0.000005526611,0.0000010000017,0.0000037893296,0.0003515522],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990606,0.00009562421,0.0002689544,0.00018284224,0.00023881,0.00015318938],"domain_scores_gemma":[0.9993095,0.00018901037,0.00008330742,0.00006202012,0.00033307954,0.000023099086],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019378781,0.00005359009,0.0001085199,0.00033817184,0.0003678496,0.0000550784,0.000063188556,0.000029723657,0.000008109534],"category_scores_gemma":[0.0008491088,0.000055472712,0.000005899532,0.0009433543,0.0007020552,0.00023791779,0.00009564925,0.000093538394,2.719599e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000035283401,0.000020731142,0.7518546,0.000039757488,0.00000543766,3.34299e-7,0.11419173,1.6149673e-7,0.00013730627,0.11373298,0.0003095423,0.01970391],"study_design_scores_gemma":[0.00020646185,0.000017936563,0.94984096,0.00011969611,0.0000019685403,0.0000012445173,0.0019041683,0.00009965729,0.00007306792,0.028814849,0.018836271,0.00008370282],"about_ca_topic_score_codex":0.03043731,"about_ca_topic_score_gemma":0.0074756104,"teacher_disagreement_score":0.1979864,"about_ca_system_score_codex":0.00021870487,"about_ca_system_score_gemma":0.000059668135,"threshold_uncertainty_score":0.9760191},"labels":[],"label_agreement":null},{"id":"W2900123049","doi":"10.1093/geroni/igy023.1876","title":"GENDER SPECIFIED ASSOCIATIONS BETWEEN SMARTPHONE USE AND MULTIDIMENSIONAL COGNITION AMONG OLDER ADULTS IN CHINA","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cognition; Ordered logit; Association (psychology); Logistic regression; Montreal Cognitive Assessment; Ordinal regression; Psychology; Smartphone application; Gerontology; Medicine; Cognitive impairment; Multimedia; Computer science","score_opus":0.03793838341561377,"score_gpt":0.3024557024943682,"score_spread":0.2645173190787544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900123049","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.996672,0.0000071428944,0.0004878603,0.0011580068,0.000184037,0.00033618519,0.000015220537,0.00012720055,0.0010123695],"genre_scores_gemma":[0.99809194,0.0000071637673,0.0014075418,0.00014650406,0.00019078671,0.000020266703,0.00007064627,0.00001170155,0.000053436102],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99856853,0.00012438897,0.00045182533,0.0002917227,0.0002747305,0.00028877473],"domain_scores_gemma":[0.9991745,0.00019310277,0.00019573729,0.00010606024,0.00030275926,0.000027867613],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00092883536,0.00009970981,0.00014607023,0.0007472799,0.0002839921,0.000057038367,0.00008263915,0.00019365021,0.000044107837],"category_scores_gemma":[0.0009991556,0.00012035702,0.000011790971,0.0020843546,0.00030989075,0.0006836011,0.00005322031,0.00026942234,0.00001446547],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004661232,0.000039824154,0.9708523,0.0000032956407,0.000007395769,0.0000025145039,0.020761346,9.736431e-7,0.000147913,0.005134596,0.00014551873,0.0028996593],"study_design_scores_gemma":[0.0010246612,0.000006872852,0.9937336,0.00011966642,0.0000040824075,2.601559e-7,0.0017473429,0.000081074526,0.00048722222,0.0025325604,0.00012817528,0.00013451182],"about_ca_topic_score_codex":0.0023985552,"about_ca_topic_score_gemma":0.00913042,"teacher_disagreement_score":0.022881268,"about_ca_system_score_codex":0.00017139087,"about_ca_system_score_gemma":0.00006629058,"threshold_uncertainty_score":0.50949883},"labels":[],"label_agreement":null},{"id":"W2900129119","doi":"10.1093/geroni/igy023.456","title":"“IT’S NOT A JOB YOU APPLY FOR”: A MIXED-METHOD EVALUATION OF THE ‘HEALTH LINKS’ CAREGIVER EXPERIENCE","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Respite care; Anxiety; Medicine; Health care; Family caregivers; Nursing; Family medicine; Psychology; Gerontology; Psychiatry","score_opus":0.09955983862229335,"score_gpt":0.43633332918082346,"score_spread":0.3367734905585301,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900129119","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90970623,0.000057858037,0.050940648,0.025223095,0.00085882895,0.0021438252,0.000009350958,0.000049321246,0.011010822],"genre_scores_gemma":[0.9935989,0.0000021989572,0.0025762774,0.0032267773,0.00017100506,0.0001978239,0.000017661734,0.0000106207735,0.00019873962],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9985718,0.00008646768,0.000454813,0.00021089548,0.0005105716,0.0001654462],"domain_scores_gemma":[0.9986777,0.000051219416,0.00026616213,0.00030551758,0.0006828564,0.000016592568],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019772681,0.000083781124,0.00014486237,0.00024996445,0.00008069417,0.000017803251,0.00011246852,0.000043301465,0.000059407404],"category_scores_gemma":[0.0004127122,0.00006901993,0.000030750518,0.0011901036,0.00009799958,0.00011318434,0.000053077878,0.000113070746,0.000002555468],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005121457,0.00041632456,0.08001632,0.0022437712,0.0001905227,0.0000026296227,0.14945626,0.0010405354,0.011869033,0.1430677,0.035705514,0.5754792],"study_design_scores_gemma":[0.0152969705,0.000523899,0.68764937,0.003014027,0.00028187735,0.000012098909,0.064900376,0.1391776,0.022398459,0.01124445,0.054902077,0.00059881055],"about_ca_topic_score_codex":0.00013513424,"about_ca_topic_score_gemma":0.00007672897,"teacher_disagreement_score":0.60763305,"about_ca_system_score_codex":0.00029938683,"about_ca_system_score_gemma":0.00047055638,"threshold_uncertainty_score":0.2814551},"labels":[],"label_agreement":null},{"id":"W2900133476","doi":"10.1093/geroni/igy023.3181","title":"LIFE-SPACE MOBILITY IN THE CANADIAN LONGITUDINAL STUDY ON AGING: A MULTI-DISCIPLINARY PERSPECTIVE","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Psychosocial; Gerontology; Longitudinal study; Psychology; Population; Demography; Medicine; Sociology","score_opus":0.11789772991466531,"score_gpt":0.41112054867386966,"score_spread":0.29322281875920436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900133476","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97454625,0.000037940026,0.0001500147,0.015343609,0.0002504283,0.00059252116,0.0000017496848,0.000032023625,0.009045454],"genre_scores_gemma":[0.99870735,0.0000029908854,0.000094842806,0.00050613494,0.00039872873,0.00006523909,0.000001629798,0.0000064695696,0.00021663093],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99837875,0.0003433355,0.00028891227,0.00031479239,0.0003523031,0.0003218944],"domain_scores_gemma":[0.9991116,0.00013813864,0.00010391109,0.00019040894,0.00040696975,0.000048950566],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031137073,0.00011111756,0.00012424066,0.0005676309,0.0012309807,0.00012905034,0.00022861177,0.000044721128,0.00002897696],"category_scores_gemma":[0.0011004814,0.00009410437,0.000017607315,0.0025640142,0.00026143173,0.00021008289,0.000033025422,0.00025451605,0.00001572361],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000033161011,0.00012284669,0.46313813,0.0000012871673,0.0000051059487,0.0000055423607,0.50949293,0.000009340516,0.0000011781693,0.026773138,0.00041054474,0.00003662318],"study_design_scores_gemma":[0.0002710699,0.000044405962,0.82116467,0.00002185656,0.0000029293572,1.9069711e-7,0.17489839,0.00009331045,0.0000028059515,0.0028163332,0.00058960385,0.000094413816],"about_ca_topic_score_codex":0.7742242,"about_ca_topic_score_gemma":0.98851174,"teacher_disagreement_score":0.35802656,"about_ca_system_score_codex":0.00069098035,"about_ca_system_score_gemma":0.0005785834,"threshold_uncertainty_score":0.94678324},"labels":[],"label_agreement":null},{"id":"W2900138611","doi":"10.1093/geroni/igy023.478","title":"EDUCATING HOME CARE NURSES ABOUT DEPRESCRIBING APPROACHES TO PROMOTE ACTIVE LIVING OF FRAIL OLDER ADULTS AT HOME","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Deprescribing; Polypharmacy; Medicine; Nursing; Activities of daily living; Health care; Focus group; Qualitative research; Exploratory research","score_opus":0.1365545531152293,"score_gpt":0.37914748167439577,"score_spread":0.24259292855916648,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900138611","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99366826,0.0001446061,0.00022743129,0.0008379391,0.00051350327,0.00065304164,0.000004308868,0.00004321932,0.003907719],"genre_scores_gemma":[0.9966336,0.0000030153708,0.002233432,0.00062589993,0.00025665693,0.000040916842,0.000020970589,0.000025639534,0.00015990318],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985586,0.00004808261,0.00052238913,0.00031120534,0.00028153867,0.00027819845],"domain_scores_gemma":[0.9989209,0.00020998798,0.00027061324,0.00020542856,0.00032960137,0.00006346579],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029603206,0.00014682954,0.00025267687,0.00043648644,0.000106260624,0.000022727769,0.00009420634,0.0000634296,0.00009376076],"category_scores_gemma":[0.0007169674,0.0001381187,0.000032867083,0.0012199415,0.000057862446,0.0003075448,0.00011320442,0.00025154438,0.000015083299],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019701241,0.00016223974,0.7791731,0.0005811572,0.000038188064,0.0000030818858,0.09320198,0.000014204664,0.004789281,0.00032362618,0.000050236682,0.121465884],"study_design_scores_gemma":[0.0015833734,0.00022363143,0.9211678,0.0056554,0.000057886853,0.00001756825,0.020349678,0.0017960002,0.04709384,0.00006109319,0.0016305563,0.00036321054],"about_ca_topic_score_codex":0.00007504075,"about_ca_topic_score_gemma":0.000022695403,"teacher_disagreement_score":0.14199466,"about_ca_system_score_codex":0.00021131118,"about_ca_system_score_gemma":0.0000765874,"threshold_uncertainty_score":0.56323177},"labels":[],"label_agreement":null},{"id":"W2900139323","doi":"10.1093/geroni/igy023.514","title":"WHAT DOES THE LITERATURE SAY ABOUT USES OF STRATEGIES TO MANAGE WANDERING IN PERSONS WITH DEMENTIA? A SCOPING REVIEW","year":2018,"lang":"en","type":"review","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Psychological intervention; Dementia; Signage; Popularity; Distraction; Psychology; Usability; Applied psychology; Medicine; Business; Social psychology; Computer science; Psychiatry; Cognitive psychology; Advertising","score_opus":0.049861278598589305,"score_gpt":0.408941119319558,"score_spread":0.3590798407209687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900139323","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012149526,0.9938512,0.00024230922,0.0007370052,0.000107649415,0.0029568342,0.0000039045594,0.000016389737,0.0008697477],"genre_scores_gemma":[0.0018085452,0.99651664,0.00022744095,0.0006458937,0.00008340831,0.00043069563,0.000075855845,0.00002882353,0.00018269394],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9978566,0.00017280599,0.00088182586,0.00035611258,0.00043120852,0.0003014249],"domain_scores_gemma":[0.99891895,0.00010827712,0.00031463415,0.00030001445,0.00033166065,0.000026435446],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014237262,0.0002584275,0.0008714825,0.0010589384,0.000058797283,0.00028656796,0.0001810811,0.00007327946,0.00009326376],"category_scores_gemma":[0.0001273509,0.00013794558,0.00007549832,0.0038828654,0.00007531256,0.00047667397,0.00010742294,0.00043217395,0.0000049053237],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021479269,0.00007912787,0.0019619146,0.45923108,0.0002738839,0.00009488407,0.0032841407,7.326164e-7,0.000009487659,0.00045270217,0.00013284525,0.53445774],"study_design_scores_gemma":[0.0002815188,0.000077037315,0.00054938527,0.9502202,0.00022454267,0.000021983475,0.0016815625,0.0000012420313,0.000016209946,0.000024934436,0.046743322,0.00015805551],"about_ca_topic_score_codex":0.000016386499,"about_ca_topic_score_gemma":0.00013519969,"teacher_disagreement_score":0.5342997,"about_ca_system_score_codex":0.000084892956,"about_ca_system_score_gemma":0.00031336496,"threshold_uncertainty_score":0.56252575},"labels":[],"label_agreement":null},{"id":"W2900143204","doi":"10.1093/geroni/igy023.2661","title":"LOW MUSCLE MASS AND LOW MUSCLE STRENGTH FOR THE PREDICTION OF ADVERSE OUTCOMES AMONG COMMUNITY-DWELLING OLDER PEOPLE","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Aging","funders":"","keywords":"Bioelectrical impedance analysis; Sarcopenia; Medicine; Hazard ratio; Quartile; Proportional hazards model; Grip strength; Cohort; Internal medicine; Preferred walking speed; Confidence interval; Body mass index; Physical therapy","score_opus":0.03897974637868493,"score_gpt":0.3237777498915705,"score_spread":0.28479800351288553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900143204","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9834298,0.000020117615,0.013598395,0.0016995198,0.00032563842,0.0005851607,0.00001594987,0.00005224631,0.00027318313],"genre_scores_gemma":[0.99681586,0.000023284721,0.001889618,0.0009189966,0.00015977153,0.000052045332,0.000049445887,0.00001753181,0.000073445306],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989037,0.000057911704,0.00055157865,0.00013146811,0.00016664296,0.00018868047],"domain_scores_gemma":[0.99879664,0.00036837344,0.00021160544,0.00023830365,0.00035372804,0.000031335843],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010004215,0.000099387165,0.00020142495,0.0003419443,0.00031910717,0.000011729724,0.000069084614,0.00006411253,0.000038877064],"category_scores_gemma":[0.000220624,0.00008307517,0.000028562657,0.0007212323,0.00011812311,0.00015757942,0.000027893075,0.000313525,0.0000014296694],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036487898,0.00017487939,0.97449064,0.0009043294,0.000023189166,6.515062e-7,0.008039736,0.000043172095,0.0044645104,0.0010820163,0.00028642826,0.010453948],"study_design_scores_gemma":[0.0022824854,0.000072704184,0.9695112,0.0007171026,0.000020268724,0.0000013919974,0.0055207876,0.018381516,0.0023965887,0.00042233051,0.0006033167,0.000070318994],"about_ca_topic_score_codex":0.00024323721,"about_ca_topic_score_gemma":0.00017470261,"teacher_disagreement_score":0.018338343,"about_ca_system_score_codex":0.00006000148,"about_ca_system_score_gemma":0.00004111659,"threshold_uncertainty_score":0.3387707},"labels":[],"label_agreement":null},{"id":"W2900144687","doi":"10.1093/geroni/igy023.530","title":"INFORMAL NETWORK SUPPORTERS MAKE A DIFFERENCE IN FACILITATING USE OF FORMAL SUPPORT SERVICES FOR ELDER ABUSE VICTIMS","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Elder abuse; Enforcement; Social support; Population; Law enforcement; Service (business); Psychology; Medicine; Criminology; Social psychology; Suicide prevention; Poison control; Medical emergency; Business; Political science; Law; Environmental health","score_opus":0.03682963094889359,"score_gpt":0.31868488094295255,"score_spread":0.281855249994059,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900144687","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99383205,0.0000065759473,0.0041828672,0.00008603799,0.00020978122,0.0003204404,0.00000565213,0.00003367621,0.0013229126],"genre_scores_gemma":[0.99571633,0.000021220834,0.00331957,0.00061554817,0.00012535097,0.000042159605,0.000024416626,0.00000779105,0.00012758873],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984536,0.000043919354,0.0006598628,0.00015553256,0.00021579755,0.00047129244],"domain_scores_gemma":[0.9991451,0.00020400039,0.000235698,0.00011101324,0.00027981028,0.000024359717],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009863854,0.000099036864,0.00016050543,0.00034347293,0.0001844844,0.000056278182,0.0001628429,0.00008347398,0.000049020007],"category_scores_gemma":[0.00009002421,0.00010504178,0.00002548855,0.0016246461,0.00011404767,0.00094185333,0.000032323827,0.00011415235,0.0000028889563],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006956201,0.000035007262,0.6713055,0.00007988925,0.000011168986,0.0000018463747,0.277908,0.0000985685,0.00046295408,0.0043173297,0.00006916161,0.04564103],"study_design_scores_gemma":[0.0042801346,0.0007233075,0.84896845,0.0024452114,0.000030465553,0.0000043077757,0.08176193,0.012402553,0.0056833643,0.0063465866,0.036096457,0.001257244],"about_ca_topic_score_codex":0.0016622099,"about_ca_topic_score_gemma":0.018371798,"teacher_disagreement_score":0.19614607,"about_ca_system_score_codex":0.000040476192,"about_ca_system_score_gemma":0.00011263326,"threshold_uncertainty_score":0.9995403},"labels":[],"label_agreement":null},{"id":"W2900148371","doi":"10.1093/geroni/igy023.1092","title":"TOO MUCH INFORMATION? EXPLORING THE ROLE OF ‘INFORMATION BURDEN’ IN THE EXPERIENCES OF CAREGIVERS FOR OLDER ADULTS","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Patient Dignity and Privacy","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Compassion; Family caregivers; Health care; Information sharing; Nursing; Psychology; Qualitative research; Medicine","score_opus":0.03625391388906823,"score_gpt":0.29332451013266714,"score_spread":0.2570705962435989,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900148371","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9954481,0.000011231539,0.000905331,0.000492074,0.00013057176,0.00043980242,0.0000022735576,0.0000066058687,0.0025639827],"genre_scores_gemma":[0.9992939,0.0000029704602,0.00023403134,0.00026075044,0.000040644598,0.00013083543,0.00003273955,0.0000014839425,0.0000026417163],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99921703,0.000017334622,0.00045459313,0.000037262143,0.00018911819,0.000084666],"domain_scores_gemma":[0.9991939,0.000095709554,0.00021602352,0.00012748066,0.00036185843,0.0000050389745],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047584053,0.000046656987,0.00008022642,0.00031588355,0.000048627488,0.000012722546,0.00011420791,0.00002145927,0.000009679534],"category_scores_gemma":[0.00033332102,0.0000310607,0.000015210693,0.0009041267,0.000059007583,0.001118625,0.000018333352,0.000066264816,0.0000018176734],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008832961,0.000013996631,0.00792206,0.00009159527,0.00000429596,4.837658e-8,0.9347126,0.000022964632,0.00010924528,0.0047623008,0.00008735959,0.05218523],"study_design_scores_gemma":[0.0015293997,0.00011379897,0.035958376,0.00040846813,0.000005495862,0.0000016273974,0.9316875,0.002333406,0.02110666,0.00069755083,0.00609228,0.00006548233],"about_ca_topic_score_codex":0.0001444441,"about_ca_topic_score_gemma":0.0000054156953,"teacher_disagreement_score":0.052119747,"about_ca_system_score_codex":0.000023867931,"about_ca_system_score_gemma":0.00003997942,"threshold_uncertainty_score":0.12666185},"labels":[],"label_agreement":null},{"id":"W2900153070","doi":"10.1093/geroni/igy023.1869","title":"COGNITIVE AND PHYSICAL ACTIVITY TRAINING IMPROVES DUAL-TASK PERFORMANCES THROUGH SPECIFIC MECHANISMS","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Physical Activity and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Bishop's University; Institut Universitaire de Gériatrie de Montréal; Concordia University; Université de Montréal","funders":"","keywords":"Cognition; Cog; Cognitive flexibility; Cognitive training; Task (project management); Psychology; Aerobic exercise; Physical medicine and rehabilitation; Flexibility (engineering); Randomized controlled trial; Executive functions; Balance (ability); Effects of sleep deprivation on cognitive performance; Analysis of variance; Task switching; Physical therapy; Medicine; Computer science; Internal medicine; Neuroscience","score_opus":0.09238748620687254,"score_gpt":0.3673710834199784,"score_spread":0.27498359721310583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900153070","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9879788,0.000007387583,0.0070921243,0.0013102739,0.00010624488,0.0001907203,0.000003356074,0.000043734653,0.0032673331],"genre_scores_gemma":[0.9980598,0.000011761249,0.00078607985,0.00048744082,0.00059169385,0.000014154437,0.000007663904,0.000010050909,0.00003134989],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992384,0.000022856842,0.00014593561,0.00022541735,0.00016005302,0.00020737243],"domain_scores_gemma":[0.99958855,0.00010230038,0.000095804244,0.000069073496,0.00011770691,0.000026560336],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020399757,0.000100466525,0.00022925435,0.00012256343,0.00013121004,0.0000223829,0.00002040243,0.000038896516,0.000010031539],"category_scores_gemma":[0.000056413668,0.000090610454,0.000015375992,0.0006778758,0.00014343466,0.00047588468,0.000027402388,0.00027483838,0.000011387009],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028244135,0.0006242157,0.00092718937,0.00015600324,0.000029083272,0.000009410562,0.031815138,3.2814967e-7,0.62197584,0.049887534,0.00005330301,0.2942395],"study_design_scores_gemma":[0.0053578084,0.002333226,0.25225756,0.0013188925,0.000050420524,0.00006432649,0.01217315,0.0113371005,0.6162708,0.09634717,0.0018453381,0.0006442027],"about_ca_topic_score_codex":0.000030707182,"about_ca_topic_score_gemma":0.000005270887,"teacher_disagreement_score":0.2935953,"about_ca_system_score_codex":0.000043100074,"about_ca_system_score_gemma":0.000059727965,"threshold_uncertainty_score":0.3694987},"labels":[],"label_agreement":null},{"id":"W2900164820","doi":"10.1093/geroni/igy023.2653","title":"EFFECTS OF NUTRIENTS AND BODY MEASUREMENTS ON MORTALITY RISK IN FRAIL PEOPLE","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Nutrient; Gerontology; Environmental health; Medicine; Environmental science; Biology; Ecology","score_opus":0.055082469629966324,"score_gpt":0.36935453323450396,"score_spread":0.31427206360453763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900164820","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99762326,0.00004630871,0.0002115758,0.0004292695,0.00018220827,0.0003718202,0.0000013674512,0.000017979852,0.001116202],"genre_scores_gemma":[0.9986293,0.00002675814,0.00036564653,0.0008519834,0.00007523361,0.000020942125,0.000006895998,0.000007789544,0.000015494905],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989271,0.000057668167,0.00045002336,0.00016614019,0.00025130544,0.00014772176],"domain_scores_gemma":[0.9994526,0.000062791325,0.00016184688,0.00011252178,0.00018231176,0.000027938408],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008328064,0.000072352836,0.00018767385,0.00057327986,0.000041105155,0.000006104186,0.000028434386,0.00004639096,0.000015714015],"category_scores_gemma":[0.00039370693,0.00007354335,0.000009199466,0.0011407342,0.000037534322,0.00006185882,0.000015807971,0.0001824402,0.0000049067316],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000063549196,0.0001912673,0.9892192,0.0004528364,0.000006538788,0.0000027057051,0.00084702653,4.91066e-7,0.0069087087,0.0006007783,0.000099669036,0.001607247],"study_design_scores_gemma":[0.0032337059,0.000104588034,0.96738344,0.0009534408,0.000007127724,0.0000010557256,0.00006690812,0.00018366321,0.026812518,0.0010049514,0.00019384634,0.000054726635],"about_ca_topic_score_codex":0.0002608129,"about_ca_topic_score_gemma":0.000075658965,"teacher_disagreement_score":0.021835713,"about_ca_system_score_codex":0.00009132969,"about_ca_system_score_gemma":0.000035691704,"threshold_uncertainty_score":0.29990107},"labels":[],"label_agreement":null},{"id":"W2900175189","doi":"10.1093/geroni/igy023.3237","title":"HIGH HAPPINESS VARIABILITY IS ASSOCIATED WITH LOWER MEAN HAPPINESS IN OLDER ADULT COUPLES","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Psychological Well-being and Life Satisfaction","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Happiness; Psychology; Context (archaeology); Affect (linguistics); Perception; Social psychology; Developmental psychology; Geography","score_opus":0.021479803869582467,"score_gpt":0.3082939786932808,"score_spread":0.2868141748236983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900175189","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9735439,0.0000051727866,0.004239666,0.0017075583,0.0013261848,0.00026147816,0.000007863631,0.00013331235,0.018774895],"genre_scores_gemma":[0.9970346,0.0000012506936,0.00017517272,0.0019234857,0.00020825404,0.000069866044,0.00004744709,0.000021694486,0.0005182402],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979979,0.00020859252,0.0006638787,0.00054209033,0.00023067753,0.00035686078],"domain_scores_gemma":[0.9986485,0.00016323804,0.0002732179,0.0003484906,0.00054023677,0.000026282229],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012919352,0.00019307024,0.00026845493,0.00043312382,0.00008541703,0.00004074833,0.00015160372,0.00022244905,0.001434502],"category_scores_gemma":[0.0003708068,0.00016938214,0.00001929275,0.0030171948,0.00015787603,0.00016232027,0.000024689074,0.0003693702,0.0000798808],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002320441,0.0006546078,0.92530364,0.000020038218,0.000065539214,0.000030251966,0.006420475,0.000054805238,0.0009658579,0.057978336,0.0025183926,0.005756027],"study_design_scores_gemma":[0.0021425628,0.00008485016,0.98974925,0.00022670109,0.0000061760593,0.0000049588803,0.00040738945,0.00040264617,0.00019325834,0.0059564044,0.00055934524,0.0002664665],"about_ca_topic_score_codex":0.0010728854,"about_ca_topic_score_gemma":0.0005419393,"teacher_disagreement_score":0.064445615,"about_ca_system_score_codex":0.00015112764,"about_ca_system_score_gemma":0.000025941772,"threshold_uncertainty_score":0.99947834},"labels":[],"label_agreement":null},{"id":"W2900176541","doi":"10.1093/geroni/igy023.2518","title":"ONLINE SECURITY BEHAVIORS PREDICT SCAM DETECTION ABILITY IN OLDER AND YOUNGER ADULTS","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Cybercrime and Law Enforcement Studies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Context (archaeology); Internet privacy; The Internet; Deception; Psychology; Cognition; Computer security; Applied psychology; Computer science; Social psychology; World Wide Web","score_opus":0.01295684264203417,"score_gpt":0.2799724638287245,"score_spread":0.2670156211866903,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900176541","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9865088,0.000022259466,0.012408495,0.00025153195,0.0002571128,0.00016537128,0.00000132742,0.000058964008,0.00032616622],"genre_scores_gemma":[0.999141,0.000004869801,0.00053272606,0.00021478698,0.00006969668,0.00001660949,0.0000045061765,0.0000032684536,0.000012555757],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990698,0.000026642114,0.00034826263,0.0002654426,0.00013860331,0.00015123715],"domain_scores_gemma":[0.9995803,0.000023185525,0.00006412882,0.00017646138,0.00014421747,0.000011673833],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044589714,0.000080583384,0.000089756475,0.00027947463,0.00007915534,0.000040212464,0.0001109082,0.000037383867,0.000007532092],"category_scores_gemma":[0.000055120297,0.00008136981,0.000008363354,0.001237476,0.00006107003,0.0005810506,0.00013629564,0.00012373865,0.0000017725996],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033211803,0.00046151533,0.811104,0.000079967955,0.000010316458,0.0000059454565,0.024318328,0.000025547155,0.0042642737,0.013217304,0.00012449805,0.14635509],"study_design_scores_gemma":[0.0006199657,0.00004828753,0.9794741,0.000087180626,0.0000016431042,0.0000023094494,0.00021805683,0.015137407,0.0029590158,0.0010544659,0.00028277969,0.00011473197],"about_ca_topic_score_codex":0.001101769,"about_ca_topic_score_gemma":0.0020159169,"teacher_disagreement_score":0.16837016,"about_ca_system_score_codex":0.00008114057,"about_ca_system_score_gemma":0.000013456293,"threshold_uncertainty_score":0.3318165},"labels":[],"label_agreement":null},{"id":"W2900177412","doi":"10.1093/geroni/igy023.1391","title":"ARE HEALTH EVENTS ASSOCIATED WITH PERSONALITY CHANGE? EVIDENCE FROM A 15 STUDY COORDINATED INTEGRATIVE DATA ANALYSIS","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Psychology; Spurious relationship; Trait; Big Five personality traits; Personality; Agreeableness; Context (archaeology); Developmental psychology; Health and Retirement Study; Clinical psychology; Social psychology; Gerontology; Medicine; Biology; Statistics; Computer science","score_opus":0.2729291931698782,"score_gpt":0.47132281967298,"score_spread":0.19839362650310183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900177412","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9801114,0.00008536669,0.0008041428,0.018039811,0.00016007763,0.0005355088,0.00009868702,0.00005634631,0.000108616],"genre_scores_gemma":[0.9955322,0.000012902061,0.000122666,0.0038582894,0.00015487678,0.00003495148,0.00014720442,0.000006345939,0.00013052345],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99751085,0.0007858767,0.00046846975,0.00039969108,0.00048397767,0.00035112683],"domain_scores_gemma":[0.9979885,0.00039891346,0.00064607884,0.00031361356,0.0005930497,0.00005983616],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004225067,0.00010924628,0.00032995918,0.00035574692,0.00054591254,0.00007722584,0.00038312608,0.000049121038,0.00016242753],"category_scores_gemma":[0.0029427116,0.000092762726,0.000015954905,0.006913206,0.000111666515,0.00069815805,0.00009468664,0.00019404874,0.000004756377],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012680543,0.00008734913,0.9381683,0.0000061065043,0.000111970076,0.0000020639418,0.06026016,8.106514e-7,2.0612764e-7,0.00019814172,0.00043092642,0.00072130334],"study_design_scores_gemma":[0.0002502027,0.000034905126,0.9268564,0.0004422811,0.0000305975,2.1424016e-8,0.07144301,0.00055665284,7.876474e-7,0.0001228085,0.00016676447,0.00009556062],"about_ca_topic_score_codex":0.24114776,"about_ca_topic_score_gemma":0.5398214,"teacher_disagreement_score":0.29867363,"about_ca_system_score_codex":0.0005556134,"about_ca_system_score_gemma":0.00033499146,"threshold_uncertainty_score":0.7639055},"labels":[],"label_agreement":null},{"id":"W2900185109","doi":"10.1093/geroni/igy023.120","title":"RACIAL DIFFERENCES IN THE ASSOCIATION BETWEEN CHILDHOOD ADVERSITY AND OBESITY IN A SAMPLE OF OLDER ADULTS","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Nutrition, Metabolism and Diabetes","funders":"","keywords":"Demography; Medicine; Ethnic group; Obesity; Odds; Odds ratio; Gerontology; Logistic regression; Internal medicine","score_opus":0.015448714404881431,"score_gpt":0.2699406197652674,"score_spread":0.25449190536038596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900185109","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99880683,0.000003868348,0.00004961411,0.00058965094,0.000037261187,0.00025526318,0.0000075313587,0.00000893456,0.00024104526],"genre_scores_gemma":[0.9995977,0.0000016393144,0.00008358213,0.00013591388,0.00015183556,0.0000046960445,0.000017478904,0.0000033148503,0.0000037838347],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991227,0.000087725035,0.00026980386,0.00014924243,0.00024077945,0.00012979895],"domain_scores_gemma":[0.99929315,0.0003275245,0.00016331677,0.000088129775,0.00011780409,0.000010092877],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068106886,0.00006878199,0.00020688759,0.0002614681,0.00003524673,0.000009373066,0.00006235877,0.00006154571,0.000007100688],"category_scores_gemma":[0.00058067904,0.000057969526,0.000012861291,0.0011959159,0.000043060343,0.00014939965,0.000047610803,0.00022355013,0.0000013270859],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011257829,0.000752942,0.98835164,0.000033531578,0.0000070278293,6.61801e-7,0.008282611,1.10891506e-7,0.00004722369,0.000479185,0.00000691793,0.0020269058],"study_design_scores_gemma":[0.0012132687,0.00006449786,0.995043,0.00019783345,0.000008365357,1.9659578e-7,0.00051823177,0.00006282081,0.00048627442,0.002347086,0.000004955758,0.000053473068],"about_ca_topic_score_codex":0.0009716804,"about_ca_topic_score_gemma":0.0008725276,"teacher_disagreement_score":0.00776438,"about_ca_system_score_codex":0.00010926563,"about_ca_system_score_gemma":0.00002639898,"threshold_uncertainty_score":0.23639287},"labels":[],"label_agreement":null},{"id":"W2900186083","doi":"10.1093/geroni/igy023.2188","title":"LIVING A STRESSOR-FREE DAILY LIFE: PREVALENCE AND PSYCHOSOCIAL CORRELATES","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Psychological Well-being and Life Satisfaction","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Stressor; Psychosocial; Psychology; Gerontology; Medicine; Clinical psychology; Demography; Psychiatry","score_opus":0.02693978430910065,"score_gpt":0.33327232623507,"score_spread":0.30633254192596937,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900186083","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9442006,0.00017395902,0.0012187326,0.0010094092,0.0017729192,0.00013393127,0.0000044145013,0.00012364461,0.05136244],"genre_scores_gemma":[0.9971497,0.00002008471,0.00029849756,0.0010067327,0.00056486827,0.000028544518,0.0000030804297,0.000014490523,0.00091399107],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99865085,0.00013560471,0.00043051274,0.00037787482,0.00014248691,0.0002626805],"domain_scores_gemma":[0.99916273,0.00022877146,0.00018709197,0.00027985926,0.000105034684,0.000036525566],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068131904,0.00012474027,0.00012965858,0.00029505926,0.00014623336,0.000054845223,0.00016448529,0.00014594823,0.00087585376],"category_scores_gemma":[0.00056164135,0.00012661099,0.000014935893,0.0009653295,0.00015403693,0.00015776535,0.000057837322,0.00029933575,0.00011988283],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004637969,0.00007443734,0.9295039,0.000025133779,0.00002180773,0.0000040527602,0.008108361,0.0000020940984,0.0005034196,0.032307785,0.007971604,0.021431018],"study_design_scores_gemma":[0.0005902337,0.000086620166,0.98760694,0.00020740228,0.000006124012,0.000008493006,0.00067727204,0.00009892004,0.000018699138,0.008741229,0.0017911843,0.00016689308],"about_ca_topic_score_codex":0.00010559329,"about_ca_topic_score_gemma":0.000022728565,"teacher_disagreement_score":0.05810302,"about_ca_system_score_codex":0.000029401801,"about_ca_system_score_gemma":0.000013336731,"threshold_uncertainty_score":0.95899844},"labels":[],"label_agreement":null},{"id":"W2900193856","doi":"10.1093/geroni/igy023.2081","title":"NATURALISTIC DRIVING STUDIES FROM CANDRIVE – A LONGITUDINAL STUDY OF OLDER DRIVERS IN CANADA","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Geography; Longitudinal study; Global Positioning System; Thunder; Naturalistic observation; Bay; Demography; Psychology; Medicine; Engineering; Meteorology; Sociology; Telecommunications; Social psychology","score_opus":0.08100020393687508,"score_gpt":0.4206851516705389,"score_spread":0.3396849477336638,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900193856","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969247,0.0000606296,0.000055129378,0.0005666641,0.0014287774,0.0006472479,0.000008651897,0.000026498603,0.00028169254],"genre_scores_gemma":[0.9992268,0.000008611648,0.0001598256,0.00025269316,0.00016659235,0.00008538428,0.000006339972,0.000016957223,0.000076790595],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99753815,0.0002508246,0.0010918394,0.00035290472,0.00035971234,0.00040656308],"domain_scores_gemma":[0.99755067,0.000919338,0.00045317842,0.00024147255,0.0008147843,0.000020549025],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004934271,0.0001748943,0.00043454138,0.0005217606,0.00030422598,0.000005109581,0.00017161954,0.000048231446,0.0000465753],"category_scores_gemma":[0.0011209889,0.00016605287,0.000010668662,0.001846353,0.00008727359,0.00015850653,0.00022705502,0.00050871033,0.000005054336],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004522593,0.000046325596,0.93004894,0.000059774895,0.00006992885,0.000018548883,0.06838377,0.00003315358,0.000075822405,0.00015118103,0.0008691669,0.00023887289],"study_design_scores_gemma":[0.0013226023,0.000029738045,0.8772183,0.0011539246,0.000012034778,1.6594959e-7,0.11968962,0.00015403201,0.000030455856,0.00021470922,0.000040498948,0.00013392993],"about_ca_topic_score_codex":0.889407,"about_ca_topic_score_gemma":0.9977152,"teacher_disagreement_score":0.108308226,"about_ca_system_score_codex":0.0015657909,"about_ca_system_score_gemma":0.0006659377,"threshold_uncertainty_score":0.67714393},"labels":[],"label_agreement":null},{"id":"W2900206472","doi":"10.1093/geroni/igy023.2901","title":"INTEREST GROUP SESSION - AGING, ALCOHOL, AND ADDICTIONS: ENGAGING OLDER ADULTS IN CONVERSATIONS ABOUT THEIR OWN ALCOHOL MISUSE","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Brief intervention; Psychological intervention; Medicine; Multidisciplinary approach; Addiction; Intervention (counseling); Psychology; Psychiatry","score_opus":0.04601076368065555,"score_gpt":0.32779152795554534,"score_spread":0.2817807642748898,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900206472","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99634516,0.00030095977,0.0003522564,0.0014335193,0.00034140714,0.00044662613,0.0000024345063,0.0001190496,0.0006585885],"genre_scores_gemma":[0.9976253,0.00010801457,0.0005391596,0.0011523729,0.00018894851,0.000068864945,0.00011892489,0.000026444874,0.00017196065],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986436,0.00005338446,0.0005475399,0.0003444686,0.00014459123,0.0002664213],"domain_scores_gemma":[0.999225,0.00015561025,0.00016230987,0.00023644786,0.00017977432,0.00004081863],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040601162,0.00019309075,0.00023817625,0.0010112082,0.0001510017,0.00004560655,0.00006461395,0.00008433225,0.00013808259],"category_scores_gemma":[0.00016988779,0.00016508544,0.000028202772,0.0014535267,0.000113776296,0.00044270454,0.0000396284,0.00029777276,0.000019491905],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000073846895,0.00013362807,0.94984573,0.000039096143,0.000036533114,0.000025467953,0.023605384,0.0000013002588,0.002118652,0.0015430178,0.0003396262,0.022237692],"study_design_scores_gemma":[0.009882376,0.00006588204,0.96121264,0.0034690066,0.00003297353,0.00003241494,0.01601908,0.0018087644,0.0053052,0.00029716897,0.001603543,0.00027097084],"about_ca_topic_score_codex":0.00011656699,"about_ca_topic_score_gemma":0.0005428382,"teacher_disagreement_score":0.021966722,"about_ca_system_score_codex":0.00019116071,"about_ca_system_score_gemma":0.000040192255,"threshold_uncertainty_score":0.6731989},"labels":[],"label_agreement":null},{"id":"W2900206713","doi":"10.1093/geroni/igy023.2836","title":"BUILDING INCLUSIVE COMMUNITIES: LEARNING FROM THE WORLD","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Inclusion (mineral); Session (web analytics); Quality of life (healthcare); Work (physics); China; Gerontology; Public relations; Economic growth; Political science; Psychology; Business; Medicine; Engineering; Social psychology","score_opus":0.03490623975857829,"score_gpt":0.3441383734094395,"score_spread":0.3092321336508612,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900206713","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96697205,0.000086923494,0.0038906327,0.0056321803,0.0003911863,0.000107417036,8.1711806e-7,0.0000811463,0.02283767],"genre_scores_gemma":[0.99595314,0.000024364936,0.0007359483,0.001110141,0.001107735,0.000011830258,0.0000064897845,0.0000067951087,0.0010435631],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990175,0.0002419515,0.00024928598,0.00009135513,0.00021782088,0.00018213765],"domain_scores_gemma":[0.99891317,0.00055847294,0.0001479063,0.00010756238,0.00026291274,0.000009953411],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0012343158,0.000066478,0.000081554936,0.00020534176,0.0019861439,0.00012055307,0.00021925094,0.000025575417,0.00017351127],"category_scores_gemma":[0.00036890592,0.00005719505,0.000012759125,0.0017580114,0.00028682058,0.00022667329,0.00010175736,0.0002346211,0.000015558337],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000001736867,0.00000569631,0.14053127,0.0000011773757,0.000008462376,4.0147037e-7,0.73372126,0.000030120702,0.000059463524,0.12068012,0.002374022,0.002586245],"study_design_scores_gemma":[0.00038303385,0.000014936097,0.18874922,0.00025657596,0.000009465337,1.76897e-7,0.14178172,0.00095561886,0.00035803445,0.06914375,0.59806633,0.00028109702],"about_ca_topic_score_codex":0.0887812,"about_ca_topic_score_gemma":0.26341605,"teacher_disagreement_score":0.59569234,"about_ca_system_score_codex":0.00010423729,"about_ca_system_score_gemma":0.00007022346,"threshold_uncertainty_score":0.9993131},"labels":[],"label_agreement":null},{"id":"W2900213910","doi":"10.1093/geroni/igy023.3085","title":"INVESTIGATING THE PSYCHOMETRIC PROPERTIES OF THE PICTORIAL FIT-FRAIL SCALE","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St Martha's Regional Hospital; Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Medicine; Reliability (semiconductor); Scale (ratio); Physical therapy","score_opus":0.06452350035490871,"score_gpt":0.3067412089660803,"score_spread":0.2422177086111716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900213910","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9855029,0.000054576598,0.0000846888,0.009737838,0.0012898453,0.00031229094,8.757952e-7,0.000028487622,0.002988516],"genre_scores_gemma":[0.99682254,0.0000013802379,0.0005573254,0.0012692235,0.00085580244,0.000018978302,0.0000013075429,0.000012195058,0.00046127453],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99886835,0.000048068963,0.00046648303,0.00013514308,0.00033677052,0.0001452103],"domain_scores_gemma":[0.9989806,0.000054818804,0.00019625218,0.00034707526,0.0004081658,0.000013123238],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005794836,0.000080380814,0.000120422395,0.0003132753,0.00010572346,0.000020119323,0.00018330543,0.000046404646,0.000025952313],"category_scores_gemma":[0.0018967112,0.000044287874,0.000022610688,0.0046135057,0.00031580983,0.0000885675,0.00006650861,0.00023403973,0.000009501714],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025389725,0.00007405922,0.7369914,0.00015710734,0.000025151823,2.7175722e-7,0.012035136,0.000015353131,0.21832351,0.0014643233,0.0055239685,0.025364332],"study_design_scores_gemma":[0.0018156895,0.000097423515,0.8029002,0.001463441,0.000019021261,0.000015072231,0.001106837,0.00081397797,0.1830522,0.0013813946,0.0071926145,0.00014210897],"about_ca_topic_score_codex":0.00011621665,"about_ca_topic_score_gemma":0.00003323905,"teacher_disagreement_score":0.065908834,"about_ca_system_score_codex":0.000060216054,"about_ca_system_score_gemma":0.000092850256,"threshold_uncertainty_score":0.22706774},"labels":[],"label_agreement":null},{"id":"W2900217673","doi":"10.1093/geroni/igy023.2200","title":"MORE THAN LONELINESS? ALTERNATIVE PATHWAYS TO, AND OUTCOMES OF EXCLUSION FROM SOCIAL RELATIONS FOR OLDER PEOPLE","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Harvard University","keywords":"Loneliness; Social exclusion; Psychology; Social psychology; Political science","score_opus":0.036205843133831454,"score_gpt":0.34369475332677674,"score_spread":0.3074889101929453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900217673","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97129047,0.000017003642,0.023310842,0.0044009173,0.00026011834,0.0002574372,0.000023382634,0.000023565217,0.00041625975],"genre_scores_gemma":[0.9975656,0.0000063151406,0.0015001622,0.00021515024,0.00046493334,0.000030380726,0.000020361369,0.000006167473,0.00019091256],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99923915,0.000033717955,0.00028449975,0.00014890736,0.0001753741,0.00011836998],"domain_scores_gemma":[0.9991848,0.00015801797,0.00016033862,0.000050418883,0.0004333177,0.000013120774],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041872985,0.000064434345,0.00013290893,0.00021137278,0.00052467955,0.00002635619,0.00006699282,0.000040299645,0.000025391739],"category_scores_gemma":[0.00035373287,0.00006258735,0.000016906226,0.00069334893,0.000092264025,0.00017670286,0.000040566425,0.000041418793,0.0000018562672],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000041292237,0.000015344167,0.32890928,0.0000037294394,0.00000954762,7.676424e-8,0.64363486,0.0000042854203,0.00015022504,0.0251379,0.0007603679,0.0013702697],"study_design_scores_gemma":[0.00031072524,0.000008947153,0.9666971,0.000027177115,0.00000576974,1.915804e-8,0.011224873,0.0002663022,0.00022614838,0.020403229,0.00075056945,0.00007912974],"about_ca_topic_score_codex":0.01206305,"about_ca_topic_score_gemma":0.025651313,"teacher_disagreement_score":0.6377878,"about_ca_system_score_codex":0.000041212494,"about_ca_system_score_gemma":0.000049267644,"threshold_uncertainty_score":0.9945157},"labels":[],"label_agreement":null},{"id":"W2900223416","doi":"10.1093/geroni/igy023.2276","title":"SYSTEMATIC REVIEW OF THE RISK OF MOTOR VEHICLE COLLISION AFTER STROKE OR TRANSIENT ISCHEMIC ATTACK","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; University of Toronto","funders":"","keywords":"CINAHL; Medicine; Stroke (engine); Stroke risk; Physical medicine and rehabilitation; MEDLINE; Cohort study; Physical therapy; Ischemic stroke; Internal medicine; Psychiatry; Psychological intervention; Ischemia","score_opus":0.04227867030445317,"score_gpt":0.3892831086637632,"score_spread":0.34700443835931005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900223416","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99501944,0.0010805108,0.00021708204,0.00092941086,0.00035262425,0.0016703738,0.000034631674,0.000018473711,0.00067744945],"genre_scores_gemma":[0.99753714,0.00045555763,0.00020505527,0.0007525129,0.000052632247,0.00021862453,0.0000012663186,0.000012625386,0.0007645839],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99758893,0.00039878776,0.0014118848,0.00013928581,0.00028724727,0.0001738568],"domain_scores_gemma":[0.99746805,0.00049680687,0.00089857134,0.00037124965,0.0007554951,0.0000098155715],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015993055,0.00009617124,0.00039597816,0.00013743728,0.0001455482,0.0000020044035,0.00016239403,0.00005287601,0.000070058486],"category_scores_gemma":[0.0023638657,0.00005643001,0.000043308253,0.0012121476,0.00008240049,0.00007757228,0.00008519824,0.0002450115,0.00001576248],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041432482,0.00007366922,0.42699516,0.54575753,0.000095578245,5.974159e-7,0.01378135,0.000004050337,0.0068332637,0.00006742795,0.0062814243,0.000068516776],"study_design_scores_gemma":[0.00085247983,0.0000657904,0.27690223,0.71452504,0.00014321758,5.719845e-7,0.0024979156,0.00036986716,0.003718546,0.000014677396,0.0007696443,0.00014000491],"about_ca_topic_score_codex":0.000059060643,"about_ca_topic_score_gemma":0.00017784143,"teacher_disagreement_score":0.16876751,"about_ca_system_score_codex":0.00009457451,"about_ca_system_score_gemma":0.000095263895,"threshold_uncertainty_score":0.28299388},"labels":[],"label_agreement":null},{"id":"W2900226516","doi":"10.1093/geroni/igy023.1107","title":"THE ASSOCIATION BETWEEN BDNF POLYMORPHISM AND BIOMARKERS OF STRESS IN MIDDLE AGED AND OLDER ADULTS","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Stress Responses and Cortisol","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Trier social stress test; Psychology; Genotyping; Cognition; Saliva; Effects of sleep deprivation on cognitive performance; Genotype; Physiology; Internal medicine; Brain-derived neurotrophic factor; Allele; Polymorphism (computer science); Medicine; Clinical psychology; Neurotrophic factors; Fight-or-flight response; Psychiatry; Genetics; Biology; Gene","score_opus":0.02711308225188271,"score_gpt":0.27651770257490915,"score_spread":0.24940462032302643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900226516","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9990517,0.00006270832,0.00003761361,0.00044290032,0.00007444752,0.00011999539,0.000007763497,0.000008420337,0.00019448463],"genre_scores_gemma":[0.99972695,0.000055631906,0.000020033911,0.00009049225,0.000030977433,0.000007800654,0.0000013360007,0.0000047223098,0.0000620341],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99920684,0.00008517439,0.00028539245,0.00015297419,0.00014166345,0.00012797503],"domain_scores_gemma":[0.99926144,0.00041838537,0.0001907507,0.00007875845,0.000041251256,0.00000939296],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018337199,0.000053265034,0.0000753799,0.00021873013,0.00008316568,0.000038766524,0.00006358397,0.000037433645,0.0000032068447],"category_scores_gemma":[0.00060725515,0.000045153443,0.0000054647603,0.0008505626,0.00007897221,0.000105344734,0.000040645806,0.00007354207,4.626913e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004567921,0.000009684422,0.92421484,0.0000121170815,0.0000028161364,0.0000013183576,0.0014374944,3.1966346e-7,0.03316824,0.00046162258,0.000013629126,0.040632263],"study_design_scores_gemma":[0.00053870387,0.000018946372,0.9212812,0.00014768062,0.0000015582797,5.9548216e-7,0.0003623273,0.00023196985,0.07713476,0.00018939143,0.000043251104,0.000049578855],"about_ca_topic_score_codex":0.00020234477,"about_ca_topic_score_gemma":0.00014904606,"teacher_disagreement_score":0.043966513,"about_ca_system_score_codex":0.000032705346,"about_ca_system_score_gemma":0.000013274099,"threshold_uncertainty_score":0.1841304},"labels":[],"label_agreement":null},{"id":"W2900228584","doi":"10.1093/geroni/igy023.2201","title":"THEORISING LIFECOURSE TRAJECTORIES OF FAMILY CARE AND RISKS OF LATE LIFE SOCIAL EXCLUSION","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; University of Alberta","funders":"","keywords":"Disadvantage; Extant taxon; Presentation (obstetrics); Life course approach; Ideal (ethics); Affect (linguistics); Social exclusion; Social care; Health care; Psychology; Sociology; Social psychology; Nursing; Medicine; Economic growth; Political science; Communication; Economics","score_opus":0.04227503923785575,"score_gpt":0.3606064386124476,"score_spread":0.3183313993745919,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900228584","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9899579,0.00009684401,0.0018667573,0.00021173843,0.0003850169,0.000063306594,0.000006153369,0.0000104673,0.0074017756],"genre_scores_gemma":[0.99915403,0.000022535289,0.00033378685,0.00010787094,0.00034046517,0.0000020537932,0.0000060890065,0.0000054456273,0.000027699389],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9992063,0.000082945546,0.00030056958,0.000097342025,0.00020992044,0.00010291522],"domain_scores_gemma":[0.9990975,0.000060930237,0.00017923769,0.000041549734,0.00060957676,0.000011170749],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007693099,0.000051303967,0.00010397041,0.00019429871,0.0002677494,0.000022992992,0.00006594985,0.000056811896,0.000009752852],"category_scores_gemma":[0.00023513228,0.0000548688,0.00001684493,0.00064048194,0.00022223424,0.00013447444,0.000032103886,0.00006245107,2.9024488e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018776986,0.000017362598,0.08283352,0.000050372928,0.000013039424,4.6353412e-7,0.2062222,0.00008250076,0.02547484,0.6678001,0.00008150616,0.017405309],"study_design_scores_gemma":[0.0012388156,0.00017875501,0.559877,0.0006849096,0.000033474582,3.9337672e-7,0.37018424,0.0054097963,0.0075668553,0.05095284,0.0032582101,0.0006147367],"about_ca_topic_score_codex":0.0014923022,"about_ca_topic_score_gemma":0.0007517285,"teacher_disagreement_score":0.6168473,"about_ca_system_score_codex":0.0000493608,"about_ca_system_score_gemma":0.00013794743,"threshold_uncertainty_score":0.22559245},"labels":[],"label_agreement":null},{"id":"W2900243512","doi":"10.1093/geroni/igy023.566","title":"TRAJECTORY OF AGING COMMUNITIES: THE PATTERNS AND CHARACTERISTICS","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Healthcare Systems and Public Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Trajectory; Psychology; Physics","score_opus":0.06540978475735477,"score_gpt":0.359840982278149,"score_spread":0.2944311975207942,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900243512","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9924254,0.000031566546,0.00086230866,0.005326109,0.00019015258,0.00016603168,0.000006614228,0.000015959187,0.0009758912],"genre_scores_gemma":[0.9971058,0.000024064922,0.00008503793,0.0024326786,0.000279467,0.0000069284724,0.000016761727,0.000007969115,0.000041300544],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99912935,0.000091745045,0.00047665727,0.00005871524,0.00011347355,0.00013003651],"domain_scores_gemma":[0.9992918,0.00010236323,0.00014679521,0.00017491142,0.0002612477,0.000022917258],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013223476,0.000052376457,0.00014643389,0.00022164751,0.00007836161,0.000011683287,0.000043199405,0.0000360789,0.000032350337],"category_scores_gemma":[0.00008473277,0.000039082603,0.0000070564993,0.00046298816,0.000071947354,0.000051151867,0.00001928578,0.00019766085,0.0000011683209],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000044929043,0.00001532965,0.9371845,0.00056238816,0.000006291376,0.000001478715,0.019587304,5.1472146e-8,0.00024452351,0.0033740788,0.00008090898,0.03893865],"study_design_scores_gemma":[0.00030868824,0.00006470706,0.9817928,0.0008000791,0.0000023599223,0.000022229346,0.0074149836,0.00032111956,0.00014008212,0.0000535641,0.009032935,0.00004642325],"about_ca_topic_score_codex":0.004334659,"about_ca_topic_score_gemma":0.00034594449,"teacher_disagreement_score":0.044608325,"about_ca_system_score_codex":0.000041184805,"about_ca_system_score_gemma":0.00017248305,"threshold_uncertainty_score":0.6552736},"labels":[],"label_agreement":null},{"id":"W2900252866","doi":"10.1093/geroni/igy023.953","title":"BODY MASS INDEX AND COGNITIVE DECLINE AMONG KOREAN OLDER ADULTS: AN 8-YEAR FOLLOW-UP STUDY","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health and Well-being Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Aging","funders":"","keywords":"Underweight; Body mass index; Cognitive decline; Cognition; Overweight; Longitudinal study; Gerontology; Demography; Psychology; Medicine; Effects of sleep deprivation on cognitive performance; Latent growth modeling; Dementia; Developmental psychology; Psychiatry; Internal medicine","score_opus":0.021247440482815558,"score_gpt":0.35694167225061874,"score_spread":0.33569423176780316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900252866","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99219686,0.00002738882,0.0011489172,0.00031002553,0.00067361793,0.00054950005,0.000004908957,0.000071037815,0.005017752],"genre_scores_gemma":[0.9979698,0.0000019414747,0.000073782474,0.0012588864,0.0003407136,0.000082361585,0.000022765962,0.000022024313,0.00022774586],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99849963,0.0001380388,0.000508584,0.000378559,0.00015611197,0.00031907196],"domain_scores_gemma":[0.99914896,0.00011199861,0.00015905967,0.0001673888,0.0003729728,0.00003959067],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00086846657,0.00013889528,0.00018883806,0.00041791177,0.00017593615,0.000036663045,0.000081986254,0.000078519035,0.00010112642],"category_scores_gemma":[0.0002150657,0.00013840554,0.000009764479,0.0009818912,0.00012570346,0.00016794597,0.00005452117,0.00022482804,0.00003700824],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017551766,0.0001503711,0.95926446,0.000014682662,0.000035891742,0.000012511493,0.02459217,1.0105078e-7,0.00001005658,0.00064220367,0.00024465146,0.014857398],"study_design_scores_gemma":[0.0044896244,0.0002731841,0.9664593,0.0001302806,0.000010356287,0.0000013302046,0.027817467,0.0000864694,0.000028715247,0.0004169804,0.00013981182,0.00014651372],"about_ca_topic_score_codex":0.0010234065,"about_ca_topic_score_gemma":0.00087874284,"teacher_disagreement_score":0.014710885,"about_ca_system_score_codex":0.00002611892,"about_ca_system_score_gemma":0.0000238142,"threshold_uncertainty_score":0.5644014},"labels":[],"label_agreement":null},{"id":"W2900255134","doi":"10.1093/geroni/igy023.2789","title":"VARIABILITY IN NEUROPHYSIOLOGICAL AND NEUROPSYCHOLOGICAL FUNCTION: NOVEL INSIGHTS IN COGNITIVE AGING","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Neuropsychology; Neurophysiology; Cognition; Psychology; Neuroimaging; Cognitive psychology; Neuroscience","score_opus":0.07070143824459456,"score_gpt":0.32650176347205556,"score_spread":0.255800325227461,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900255134","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9909045,0.000003991527,0.005781478,0.0004944928,0.00041812658,0.00017103668,0.0000012904565,0.00005153846,0.0021735532],"genre_scores_gemma":[0.9954457,0.0000025951267,0.00014935924,0.004246845,0.000119000506,0.000014030685,0.0000015481828,0.000006797053,0.0000140676175],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.998228,0.0003061147,0.00047665156,0.00063179474,0.00012900827,0.00022842691],"domain_scores_gemma":[0.99900424,0.0006913967,0.00009495582,0.000118602205,0.00007142007,0.000019362487],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055113126,0.00013260919,0.00016177447,0.00043538347,0.00006464757,0.00006288682,0.00013094323,0.000067419685,0.000025506097],"category_scores_gemma":[0.0013053073,0.00011458342,0.000010641114,0.0021228532,0.00024208677,0.00027812258,0.0001354447,0.0004182453,0.0000078239955],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021030202,0.00043718546,0.101858124,0.000018846824,0.0000013697401,0.000076033226,0.0019453899,0.00009695224,0.86889833,0.011499103,0.000018064515,0.014940295],"study_design_scores_gemma":[0.0010515051,0.00020387176,0.96677727,0.00011743859,9.601865e-7,0.000020516607,0.00010905743,0.008317493,0.015618831,0.0073625306,0.00023279047,0.0001877501],"about_ca_topic_score_codex":0.00001590858,"about_ca_topic_score_gemma":0.0000123969485,"teacher_disagreement_score":0.8649191,"about_ca_system_score_codex":0.000029303357,"about_ca_system_score_gemma":0.00001374622,"threshold_uncertainty_score":0.46725762},"labels":[],"label_agreement":null},{"id":"W2900260560","doi":"10.1093/geroni/igy023.2187","title":"THE BENEFITS OF ENCOUNTERING STRESS: EXPLORING THE POSITIVE CORRELATES OF DAILY STRESS","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Psychological Well-being and Life Satisfaction","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Stressor; Psychology; Context (archaeology); Vulnerability (computing); Stress (linguistics); Social support; Developmental psychology; Clinical psychology; Protective factor; Gerontology; Social stress; Cognition; Healthy aging; Medicine; Social psychology; Psychiatry; Internal medicine","score_opus":0.046109247877766275,"score_gpt":0.3224942511815849,"score_spread":0.27638500330381865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900260560","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9827951,0.00012281105,0.0005669807,0.00029447844,0.0014550311,0.000111941794,0.000013037531,0.000021739115,0.014618874],"genre_scores_gemma":[0.9995766,0.00002398874,0.000036150625,0.00007024566,0.00016124012,0.000029235376,0.0000057768366,0.000008773298,0.00008795892],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989112,0.0000991214,0.000503826,0.00016420169,0.00015050193,0.00017117102],"domain_scores_gemma":[0.99879414,0.00042409493,0.00031423318,0.0002438279,0.00021537776,0.000008355773],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006073531,0.000085966516,0.000110396715,0.0001510824,0.00014100003,0.000020139643,0.00019045403,0.00004733421,0.00005308612],"category_scores_gemma":[0.00012907197,0.00005565609,0.00002114211,0.000832317,0.00018215308,0.00011251003,0.000040108545,0.00019921202,0.000010777762],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016168576,0.00010338073,0.69143116,0.000023438832,0.00009406443,0.000001916467,0.030901423,0.00068642275,0.004750274,0.14523071,0.00020557904,0.12640996],"study_design_scores_gemma":[0.00029416583,0.00009070909,0.9791211,0.00034862783,0.000006036187,0.0000028508528,0.0076774852,0.000121809746,0.010466576,0.0016000597,0.0001905718,0.000079999256],"about_ca_topic_score_codex":0.00029621262,"about_ca_topic_score_gemma":0.000064551336,"teacher_disagreement_score":0.28768995,"about_ca_system_score_codex":0.000023104783,"about_ca_system_score_gemma":0.000007199606,"threshold_uncertainty_score":0.22695896},"labels":[],"label_agreement":null},{"id":"W2900265254","doi":"10.1093/geroni/igy023.3098","title":"VOICES OF OLDER ADULTS IN AGING IN PLACE RESEARCH: LEARNINGS FROM PHOTOVOICE METHOD","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University; Université de Moncton","funders":"","keywords":"Photovoice; Neighbourhood (mathematics); Aging in place; Presentation (obstetrics); Constructivist grounded theory; Psychology; Gerontology; Sociology; Grounded theory; Qualitative research; Medicine; Social science; Visual arts","score_opus":0.5134508034502017,"score_gpt":0.6459987775570758,"score_spread":0.13254797410687413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900265254","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99061936,0.00006373594,0.0019639193,0.000918635,0.00013220563,0.0003649847,0.0000020765647,0.000029784904,0.0059052673],"genre_scores_gemma":[0.9873265,0.000012187781,0.0120744575,0.00013384712,0.00015639093,0.00006409067,0.000003007082,0.000015271173,0.00021424556],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99260294,0.0044259215,0.0007563893,0.00042608072,0.001071796,0.0007168681],"domain_scores_gemma":[0.9953234,0.003497849,0.00021820227,0.00021127821,0.00069074455,0.000058515947],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.034139026,0.00010222868,0.0002427935,0.0019497086,0.00018403021,0.00007499184,0.00042355273,0.00010512161,0.00021163622],"category_scores_gemma":[0.01597429,0.00011631239,0.000017346592,0.008540276,0.00047418912,0.0005945276,0.00015951549,0.0007918228,0.000024786894],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013339684,0.00016652716,0.59071326,0.00006241227,0.000008024004,0.000021649872,0.3315454,0.00010886601,0.027664578,0.0061859507,0.00017519349,0.043214757],"study_design_scores_gemma":[0.0026446437,0.00010379807,0.7384175,0.0027642893,0.0000029801888,3.5144384e-7,0.13462543,0.01442176,0.0798695,0.011418557,0.0152774975,0.00045370383],"about_ca_topic_score_codex":0.069964975,"about_ca_topic_score_gemma":0.032690287,"teacher_disagreement_score":0.19691998,"about_ca_system_score_codex":0.0004138002,"about_ca_system_score_gemma":0.00041367477,"threshold_uncertainty_score":0.99455714},"labels":[],"label_agreement":null},{"id":"W2900267321","doi":"10.1093/geroni/igy023.2833","title":"FALLS AMONG ASSISTED LIVING RESIDENTS: RESULTS FROM THE 2016 NATIONAL STUDY OF LONG-TERM CARE PROVIDERS","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Fall prevention; Medicine; Falling (accident); Long-term care; Gerontology; Quarter (Canadian coin); Injury prevention; Fear of falling; Suicide prevention; Occupational safety and health; Poison control; Medical emergency; Environmental health; Nursing","score_opus":0.04541106805078239,"score_gpt":0.384732152732241,"score_spread":0.3393210846814586,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900267321","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9941322,0.00003777311,0.00018353615,0.00033911451,0.00081936695,0.0009853184,0.00003489107,0.000051002866,0.0034167687],"genre_scores_gemma":[0.9982411,0.0000053039694,0.000086600885,0.00034317398,0.00058974844,0.00009279546,0.00015126096,0.000016273481,0.00047374415],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973036,0.00055122003,0.0011624965,0.0002948754,0.00045747464,0.00023035005],"domain_scores_gemma":[0.9968858,0.0007843099,0.00082280557,0.0002847981,0.0012055349,0.00001675934],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001668256,0.00011394616,0.00016501783,0.00026990913,0.00044437477,0.000024762374,0.00023072274,0.00011192479,0.000018086661],"category_scores_gemma":[0.0012930748,0.00009220692,0.000021309954,0.0010539197,0.000077402685,0.00036012946,0.0001250354,0.0003867798,0.000028441542],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045619534,0.00020968524,0.952214,0.00005168445,0.000028227647,0.0000013505903,0.04179114,0.0000013002664,0.0014799444,0.00012806708,0.002186746,0.0018622024],"study_design_scores_gemma":[0.0016255887,0.00004349743,0.9719992,0.0018206724,0.000009379283,1.2121606e-7,0.024115866,0.000043872333,0.000010379728,0.00020002223,0.000040627485,0.00009077199],"about_ca_topic_score_codex":0.003902485,"about_ca_topic_score_gemma":0.009836829,"teacher_disagreement_score":0.01978517,"about_ca_system_score_codex":0.00023119552,"about_ca_system_score_gemma":0.00023524206,"threshold_uncertainty_score":0.58994156},"labels":[],"label_agreement":null},{"id":"W2900271553","doi":"10.1093/geroni/igy023.2792","title":"RELATIONSHIPS BETWEEN CONTEXT, IDENTITY NEGOTIATION, AND WELL-BEING IN RETIREMENT","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Socioeconomic Development in MENA","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Context (archaeology); Identity (music); Psychology; Psychosocial; Affect (linguistics); Negotiation; Social psychology; Meaning (existential); Gerontology; Sociology; Medicine","score_opus":0.05528474481681631,"score_gpt":0.3445998442046748,"score_spread":0.2893150993878585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900271553","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95263684,0.000010215634,0.0014804926,0.0031256585,0.00030532366,0.00018949698,2.468904e-7,0.000035472545,0.04221626],"genre_scores_gemma":[0.99821025,0.000007639787,0.00094535656,0.0003229455,0.00021538496,0.000014107694,0.0000073440965,0.000005883839,0.00027107756],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987949,0.00018731707,0.0004894963,0.0001765571,0.00017425933,0.00017748478],"domain_scores_gemma":[0.9994216,0.00019644658,0.00015739417,0.00007431215,0.00012974953,0.000020477262],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0040047816,0.000059023536,0.00009339554,0.00040080433,0.00036085982,0.00009561878,0.00010445891,0.00007137418,0.00010651499],"category_scores_gemma":[0.00074623944,0.00007682811,0.0000058426904,0.0011391697,0.00015331547,0.0007560075,0.00003877167,0.0001752496,0.000050860806],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[7.0663646e-7,0.0000035990277,0.77105564,0.0000028500492,0.0000025925217,2.4793553e-7,0.053831607,8.7436825e-7,0.000011069273,0.17291716,0.00013519065,0.0020384544],"study_design_scores_gemma":[0.00029005608,0.0000034879636,0.8877976,0.00006432698,0.0000019816014,6.586946e-8,0.016059907,0.000043343654,0.000067729634,0.089314975,0.0062496364,0.000106920284],"about_ca_topic_score_codex":0.00084352656,"about_ca_topic_score_gemma":0.004235743,"teacher_disagreement_score":0.11674193,"about_ca_system_score_codex":0.00044846087,"about_ca_system_score_gemma":0.00009254369,"threshold_uncertainty_score":0.31329596},"labels":[],"label_agreement":null},{"id":"W2900276437","doi":"10.1093/geroni/igy023.920","title":"FEASIBILITY OF BE EPIC: A DEMENTIA-FOCUSED PERSON-CENTERED COMMUNICATION INTERVENTION FOR HOME CARE WORKERS","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Intervention (counseling); EPIC; Government (linguistics); Dementia; Psychology; Theme (computing); Nursing; Medical education; Medicine; Computer science; Disease","score_opus":0.16305820249081956,"score_gpt":0.4416651703800183,"score_spread":0.2786069678891987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900276437","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98974454,0.00023399752,0.0056985053,0.0016656303,0.0007885431,0.00092883257,0.000022107739,0.000048559134,0.0008692961],"genre_scores_gemma":[0.9967399,0.0000040099185,0.0025926032,0.000111542664,0.000100416175,0.00011164436,0.00022845963,0.000013781708,0.00009764019],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99853826,0.00022894297,0.00071192085,0.00018073939,0.0001265524,0.00021359751],"domain_scores_gemma":[0.9981241,0.00016003547,0.0004777743,0.000326952,0.00089525495,0.000015858606],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010537461,0.00008612391,0.00017781487,0.0003722446,0.0002779335,0.000009579108,0.00014681341,0.00009699951,0.000118740085],"category_scores_gemma":[0.00021197586,0.00009114068,0.000053727814,0.0009120618,0.00006781344,0.00014900412,0.00004729839,0.00017835094,0.000004058561],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027005354,0.000096897056,0.91317093,0.0006160688,0.000032397937,1.0668372e-7,0.05645667,0.0000016993182,0.0007684581,0.0014193119,0.004365081,0.022802299],"study_design_scores_gemma":[0.008106984,0.00025435703,0.80523425,0.00228561,0.00006523916,3.6380555e-7,0.17551243,0.00031881026,0.0011089604,0.0025551326,0.0042686607,0.00028917476],"about_ca_topic_score_codex":0.0006266012,"about_ca_topic_score_gemma":0.00073284324,"teacher_disagreement_score":0.119055755,"about_ca_system_score_codex":0.00028474737,"about_ca_system_score_gemma":0.00008146395,"threshold_uncertainty_score":0.37166092},"labels":[],"label_agreement":null},{"id":"W2900276671","doi":"10.1093/geroni/igy023.969","title":"DO OLDER ADULTS’ GROWTH MINDSETS PREDICT THEIR WILLINGESS TO ENGAGE IN PREVENTATIVE HEALTH BEHAVIORS?","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health and Well-being Studies","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Psychology; Developmental psychology","score_opus":0.03482994230996926,"score_gpt":0.3894160061813757,"score_spread":0.3545860638714064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900276671","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9905889,0.00012601826,0.0012226277,0.0039022285,0.00086696394,0.0007720599,0.000017967654,0.000057626923,0.0024456116],"genre_scores_gemma":[0.9943523,0.000010917381,0.0005301406,0.0044633434,0.00021550873,0.00024661122,0.000024713196,0.00002309813,0.00013339386],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978287,0.00030131385,0.0007759153,0.00042113772,0.00015498187,0.0005179017],"domain_scores_gemma":[0.9991569,0.0001558165,0.00021794728,0.0002049668,0.00021207081,0.00005232999],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017388244,0.00016373048,0.0002494304,0.00074663234,0.0001588896,0.000019869205,0.00014701986,0.000080619844,0.000097057695],"category_scores_gemma":[0.00017530192,0.00015929762,0.000016384298,0.001961929,0.00006041013,0.000108980574,0.000050186496,0.00038033983,0.00006083099],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000985053,0.000246284,0.5608326,0.000104414954,0.000015618294,0.0000115933835,0.36712375,0.0000028003667,0.000038478393,0.0033895567,0.004958014,0.06317838],"study_design_scores_gemma":[0.0015197073,0.00024858586,0.98022985,0.00084860495,0.0000019468407,0.000003220435,0.0147300605,0.000017902134,0.00035878565,0.00051858765,0.0013203243,0.00020242842],"about_ca_topic_score_codex":0.0012360758,"about_ca_topic_score_gemma":0.00044304554,"teacher_disagreement_score":0.41939723,"about_ca_system_score_codex":0.00017029037,"about_ca_system_score_gemma":0.00008302509,"threshold_uncertainty_score":0.6495968},"labels":[],"label_agreement":null},{"id":"W2900282083","doi":"10.1093/geroni/igy023.3228","title":"THE EXPERIENCE OF STIGMA IN CARE PARTNERS OF PEOPLE WITH DEMENTIA - RESULTS FROM AN EXPLORATORY STUDY","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Misericordia Community Hospital; University of Alberta; Covenant Health","funders":"","keywords":"Dementia; Stigma (botany); Coping (psychology); Psychology; Exploratory research; Clinical psychology; Medicine; Psychiatry; Disease","score_opus":0.08409133133153197,"score_gpt":0.4390442556787323,"score_spread":0.3549529243472003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900282083","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99834883,0.000058626694,0.000037601676,0.00031144902,0.0001609999,0.00040441728,0.000007798823,0.000013288232,0.0006569609],"genre_scores_gemma":[0.99965775,0.000005261655,0.000059651982,0.00006322262,0.000047468293,0.00012805445,0.000015147032,0.0000067262336,0.000016742626],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99864113,0.00020094609,0.00067259057,0.000151674,0.00018128863,0.00015236594],"domain_scores_gemma":[0.99884045,0.00018405776,0.00032139278,0.00021672678,0.0004288266,0.000008546139],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006439869,0.00006596678,0.00013203114,0.00014372892,0.00027531185,0.0000035150483,0.000112748705,0.000024118031,0.000009407548],"category_scores_gemma":[0.00014536238,0.0000462909,0.000004416973,0.0009665854,0.00008827153,0.0001525171,0.00007156712,0.00011776621,0.0000011322109],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007132411,0.000027722539,0.61276793,0.00000892173,0.000007333475,2.7799817e-7,0.38631937,0.000003648604,0.00013618851,0.00026020777,0.000057612884,0.00033944176],"study_design_scores_gemma":[0.00079756125,0.0000813997,0.55083317,0.00013733974,0.0000027077303,4.3130624e-9,0.44755045,0.000009594999,0.00032458414,0.00006557514,0.00016211993,0.000035522444],"about_ca_topic_score_codex":0.0027059356,"about_ca_topic_score_gemma":0.04501396,"teacher_disagreement_score":0.061934814,"about_ca_system_score_codex":0.00003732878,"about_ca_system_score_gemma":0.00007552704,"threshold_uncertainty_score":0.97241205},"labels":[],"label_agreement":null},{"id":"W2900285783","doi":"10.1093/geroni/igy023.928","title":"LONGER LIVES AND THE DETERMINANTS OF COGNITIVE HEALTH: RURAL OLDER ADULTS’ PERSPECTIVES","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Canadian Science Centre for Human and Animal Health; University of Regina; University of Saskatchewan","funders":"","keywords":"Psychological intervention; Dementia; Gerontology; Thematic analysis; Life expectancy; Rural health; Cognition; Psychology; Health education; Schema (genetic algorithms); Cognitive decline; Rural area; Medicine; Qualitative research; Public health; Nursing; Environmental health; Sociology; Psychiatry; Population; Social science","score_opus":0.03798836843801463,"score_gpt":0.40940769509390673,"score_spread":0.3714193266558921,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900285783","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9936115,0.00089784106,0.00025574648,0.0015760306,0.00014111814,0.00021857413,0.000002282913,0.000013521738,0.0032833894],"genre_scores_gemma":[0.9990669,0.000006921005,0.00004365336,0.0003270717,0.00008419553,0.00003107732,0.0000020530363,0.0000065597965,0.00043156484],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9990685,0.00020589615,0.0002826558,0.00016073116,0.00008495995,0.00019723334],"domain_scores_gemma":[0.99911976,0.00034491144,0.00014302881,0.000106737745,0.00027336163,0.000012220174],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00080615113,0.00006565527,0.00015150884,0.0002317211,0.00009901877,0.000010408852,0.00007314509,0.00003559768,0.0001362366],"category_scores_gemma":[0.00023447524,0.0000479186,0.000011319928,0.00047501808,0.0007774024,0.000060011313,0.00003684008,0.00016256502,0.0000151790755],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039082678,0.00006938064,0.4078804,0.00002287021,0.000027312195,0.000003933224,0.5059586,2.2464587e-8,0.000004714702,0.010588115,0.0002209358,0.074832864],"study_design_scores_gemma":[0.002558258,0.000092208305,0.7155299,0.0003559809,0.0000027131812,0.000023064269,0.2806575,0.00013111361,0.00008849207,0.00048559974,0.00000857167,0.00006657719],"about_ca_topic_score_codex":0.00046519237,"about_ca_topic_score_gemma":0.0001464821,"teacher_disagreement_score":0.30764952,"about_ca_system_score_codex":0.000015910822,"about_ca_system_score_gemma":0.000027725288,"threshold_uncertainty_score":0.28643715},"labels":[],"label_agreement":null},{"id":"W2900293191","doi":"10.1093/geroni/igy023.3115","title":"FRAILTY AND BIOLOGICAL AGE IN ANIMAL MODELS","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Bat Biology and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Frailty Index; Gerontology; Biological age; Longevity; Vulnerability (computing); Psychological intervention; Medicine; Healthy aging; Psychiatry","score_opus":0.10400519661634192,"score_gpt":0.28903725232684735,"score_spread":0.18503205571050543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900293191","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99567264,0.000047711415,0.00000560344,0.0021550648,0.000056404773,0.000056079756,0.0000015342285,0.000020848878,0.001984094],"genre_scores_gemma":[0.9989443,0.000018320901,0.00009080495,0.0008102125,0.000091954826,0.000009481446,0.000010040592,1.9690732e-7,0.000024730598],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994397,0.000035800913,0.000181034,0.00016678944,0.000023509527,0.00015313298],"domain_scores_gemma":[0.9998331,0.00007974006,0.00003501242,0.000014739598,0.000030070203,0.00000735411],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032121156,0.00005622345,0.0000929881,0.00003220628,0.00008942962,0.000008816291,0.00005574614,0.0000978732,0.000045710243],"category_scores_gemma":[0.00005989345,0.000022389635,0.000005849887,0.000572354,0.0001782337,0.00007847204,0.00006459377,0.000099823,0.000006461831],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021953698,0.000025626734,0.91891724,9.832586e-7,0.0000025136248,0.0000061483097,0.00029320517,9.134632e-7,0.0557643,0.012032781,0.00009572462,0.012838621],"study_design_scores_gemma":[0.000093889415,0.00010112783,0.98575467,0.000007137477,3.1882888e-7,0.0000019712375,0.000260549,0.00012294018,0.00033187654,0.012422376,0.00084046536,0.00006265975],"about_ca_topic_score_codex":0.00007573041,"about_ca_topic_score_gemma":0.002023032,"teacher_disagreement_score":0.06683746,"about_ca_system_score_codex":0.000010816052,"about_ca_system_score_gemma":0.0000015959552,"threshold_uncertainty_score":0.11288993},"labels":[],"label_agreement":null},{"id":"W2900293808","doi":"10.1093/geroni/igy023.376","title":"HUMAN CIRCULATING MONOCYTES PHENOTYPES AND FUNCTIONS IN THE DEVELOPMENT OF ALZHEIMER’S DISEASE","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Neuroinflammation and Neurodegeneration Mechanisms","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Neuroinflammation; Microglia; Phenotype; Disease; Immunology; Neurocognitive; Immune system; Medicine; S100A9; Alzheimer's disease; Inflammation; Neuroscience; Psychology; Pathology; Biology; Cognition; Gene; Genetics","score_opus":0.1016786440475701,"score_gpt":0.32532200664286753,"score_spread":0.22364336259529743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900293808","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9967209,0.0000060223824,0.0018426338,0.0004085215,0.00008505007,0.00015667132,8.350589e-7,0.000023628829,0.0007556978],"genre_scores_gemma":[0.99871016,3.9544517e-7,0.0005670646,0.0006327435,0.000038075355,0.000020607076,0.0000026767245,0.0000062095974,0.000022072232],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99905723,0.00008457252,0.00043018992,0.00017974302,0.00015569272,0.00009257054],"domain_scores_gemma":[0.9996376,0.00005802922,0.00013252273,0.00011114646,0.000049078717,0.00001163184],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003664144,0.00006360912,0.00005906534,0.00032516028,0.00020027003,0.00003885268,0.00007531019,0.00001286655,0.000019861514],"category_scores_gemma":[0.00022306689,0.000055656325,0.000006331462,0.00095208205,0.000050148927,0.00016054911,0.000028479182,0.0000755003,0.0000055127334],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000033505303,0.000025573985,0.004486253,0.000007790111,6.4597276e-7,0.0000019663075,0.0027225045,0.000118516415,0.93556166,0.053123914,0.000013257473,0.003934573],"study_design_scores_gemma":[0.00036031666,0.000016425265,0.11014356,0.0000412542,0.0000036131528,0.0000028219533,0.00039442917,0.004634893,0.88051987,0.003428171,0.0003321104,0.00012254025],"about_ca_topic_score_codex":0.0000025117718,"about_ca_topic_score_gemma":0.000020411344,"teacher_disagreement_score":0.1056573,"about_ca_system_score_codex":0.000010193888,"about_ca_system_score_gemma":0.00003251867,"threshold_uncertainty_score":0.2269599},"labels":[],"label_agreement":null},{"id":"W2900294010","doi":"10.1093/geroni/igy023.638","title":"SOCIAL RISK, VULNERABILITY AND PRECARITY: EXPLORING MIGRATION AND SETTLEMENT EXPERIENCES IN MID- TO LATER LIFE","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Precarity; Vulnerability (computing); Immigration; Invisibility; Context (archaeology); Inequality; Socioeconomic status; Life course approach; Ethnic group; Poverty; Settlement (finance); Social vulnerability; Social inequality; Social exclusion; Sociology; Gender studies; Demographic economics; Geography; Economic growth; Social psychology; Psychology; Demography; Psychological resilience; Population; Economics","score_opus":0.07336862504630862,"score_gpt":0.34861863304272206,"score_spread":0.2752500079964134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900294010","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99504876,0.000037708134,0.00024341005,0.0038900112,0.00019306007,0.00020365606,0.0000021354476,0.000026418395,0.00035485],"genre_scores_gemma":[0.9989042,0.000056586734,0.0003050247,0.00020208853,0.0003703124,0.00012415995,0.000001990993,0.0000036506985,0.000031951273],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9989577,0.00015423817,0.00030477456,0.00022423599,0.00018330733,0.00017573703],"domain_scores_gemma":[0.9996546,0.000062529005,0.00008596598,0.000048296493,0.0001225918,0.000026054446],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015101306,0.00007287552,0.0001043404,0.0002445023,0.0005801442,0.000103022925,0.000047081874,0.00003464513,0.000021979997],"category_scores_gemma":[0.0004398389,0.00007460149,0.000006311344,0.00081665115,0.00016042241,0.00041802882,0.00004202043,0.00008658762,0.0000013043943],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003823355,0.0000075799103,0.43290544,0.0000044356225,0.0000017829996,1.3419904e-7,0.56177276,0.0000013037597,0.000042539905,0.0008674967,0.00012499327,0.004267695],"study_design_scores_gemma":[0.00021464191,0.000019250047,0.9317448,0.000025937617,0.0000023193852,5.903187e-8,0.060362566,0.00008282417,0.0005449435,0.0026241716,0.0042574885,0.000120973426],"about_ca_topic_score_codex":0.012728104,"about_ca_topic_score_gemma":0.10747598,"teacher_disagreement_score":0.50141025,"about_ca_system_score_codex":0.00006679085,"about_ca_system_score_gemma":0.000041362146,"threshold_uncertainty_score":0.99384624},"labels":[],"label_agreement":null},{"id":"W2900294265","doi":"10.1093/geroni/igy023.2610","title":"MORNING BLOOD PRESSURE SURGE PREDICTS PERFORMANCE IN TASK-SWITCHING AND PROCESSING SPEED IN THE ELDERLY","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; Montreal Heart Institute; Montreal Clinical Research Institute; Université de Montréal","funders":"","keywords":"Morning; Evening; Blood pressure; Ambulatory blood pressure; Medicine; Ambulatory; Cognition; Audiology; Internal medicine; Psychiatry","score_opus":0.029225155986024546,"score_gpt":0.2810444802779296,"score_spread":0.25181932429190507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900294265","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9935047,0.0023637805,0.00003315821,0.0016764809,0.000064639826,0.00025711654,4.9605717e-7,0.000029652427,0.0020699978],"genre_scores_gemma":[0.9980977,0.000041630763,0.00019683463,0.0014044596,0.00018068844,0.000013343088,0.00000379014,0.000011676092,0.00004987103],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988322,0.000047785445,0.00044423467,0.00022450749,0.00022529445,0.00022597722],"domain_scores_gemma":[0.99949527,0.0000847337,0.00010967246,0.00013209085,0.0001654494,0.000012771042],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001179765,0.00011462004,0.00025919155,0.0004822895,0.00011693722,0.00004510589,0.00006516212,0.000061267754,0.00000463416],"category_scores_gemma":[0.00017024393,0.00008599012,0.000008849435,0.0013536449,0.000052228108,0.00026008073,0.000047248213,0.00038206525,0.0000012331164],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048371778,0.00008748603,0.9514756,0.00029498604,0.000037235357,0.000045210803,0.015361496,0.000020017662,0.007070507,0.00013116487,0.00014899069,0.025278896],"study_design_scores_gemma":[0.002737424,0.00016389602,0.97686595,0.0020860313,0.00016243439,0.00011606687,0.002560543,0.008242594,0.0018342567,0.00013377365,0.004913674,0.00018333222],"about_ca_topic_score_codex":0.00006880744,"about_ca_topic_score_gemma":0.00006731716,"teacher_disagreement_score":0.025390336,"about_ca_system_score_codex":0.0000050066164,"about_ca_system_score_gemma":0.00004507184,"threshold_uncertainty_score":0.35065752},"labels":[],"label_agreement":null},{"id":"W2900297605","doi":"10.1093/geroni/igy023.2732","title":"FIT FOR DIALYSIS: EVALUATING A RESEARCH-BASED FILM TO PROMOTE EXERCISE IN HEMODIALYSIS","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Diagnosis and Treatment of Venous Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Baycrest Hospital; University of Toronto; Toronto Rehabilitation Institute; University Health Network","funders":"","keywords":"Hemodialysis; Thematic analysis; Dialysis; Medicine; Population; Health care; Qualitative research; Quality of life (healthcare); Nursing; Promotion (chess); Physical therapy; Family medicine; Psychiatry; Sociology","score_opus":0.14966218907676437,"score_gpt":0.45024454138510955,"score_spread":0.3005823523083452,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900297605","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99295014,0.000072386836,0.0004348931,0.0045773103,0.000054492266,0.0013944377,0.000009277034,0.0000362976,0.000470754],"genre_scores_gemma":[0.98969156,0.0000033267,0.008348457,0.00049616036,0.00012834858,0.0011211216,0.00007182425,0.000020828891,0.00011839522],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9983862,0.000053781994,0.00047280433,0.00033387673,0.00042604867,0.00032730508],"domain_scores_gemma":[0.9986717,0.00017995818,0.000078584075,0.00025175937,0.0007643656,0.000053628417],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001844007,0.00010647587,0.00026063173,0.0016483162,0.00010457497,0.00005079866,0.00007627712,0.00004294674,0.000096909826],"category_scores_gemma":[0.0018228075,0.000101498044,0.000047885347,0.0037079188,0.000054929613,0.00009135347,0.000028990242,0.000094907686,0.000034283163],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019158019,0.012416293,0.36554417,0.0008882129,0.00017267633,0.00008539351,0.008083372,0.002212972,0.01154363,0.0016063555,0.004339686,0.5911914],"study_design_scores_gemma":[0.032328483,0.009629935,0.58778375,0.021225668,0.0007439173,0.0000038484277,0.003112125,0.19539607,0.12834923,0.013131029,0.0069683245,0.0013276369],"about_ca_topic_score_codex":0.00014679851,"about_ca_topic_score_gemma":0.0000859516,"teacher_disagreement_score":0.5898638,"about_ca_system_score_codex":0.00024334663,"about_ca_system_score_gemma":0.0002123556,"threshold_uncertainty_score":0.413897},"labels":[],"label_agreement":null},{"id":"W2900299967","doi":"10.1093/geroni/igy023.2445","title":"CHILDREN AND THE MENTAL HEALTH OF OLDER ADULTS IN CHINA: WHAT MATTERS?","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Mental health; China; Depression (economics); Psychology; Population; Filial piety; Developmental psychology; Gerontology; Demography; Medicine; Geography; Psychiatry; Sociology; Gender studies","score_opus":0.005651450174194429,"score_gpt":0.2797601298941526,"score_spread":0.27410867971995817,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900299967","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97624016,0.000090597445,0.00014925732,0.022720605,0.000281482,0.00015983869,0.0000014889781,0.0000041063863,0.00035244765],"genre_scores_gemma":[0.99740565,0.00008223273,0.00007618055,0.0022692883,0.00011228015,0.0000045793818,0.00001010626,0.0000026670136,0.000037046873],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9994181,0.00007089217,0.00021425323,0.000079453035,0.00012519943,0.00009212005],"domain_scores_gemma":[0.9997914,0.000018179775,0.000090348614,0.000039554263,0.000054435703,0.000006108193],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00095857,0.00003279276,0.00006134159,0.00012537999,0.00013527692,0.000052384872,0.00006088859,0.000016061003,0.00001175352],"category_scores_gemma":[0.00002375093,0.000027104195,0.0000068106397,0.00047858167,0.00014538229,0.00022220476,0.000022387474,0.00005130213,5.8763584e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000352114,0.000038121918,0.21045388,0.000013977248,0.00000851102,1.9430693e-7,0.3214057,0.000020669855,0.00010320822,0.43616918,0.0011099115,0.030641416],"study_design_scores_gemma":[0.0012398784,0.000014203488,0.96823597,0.0004850912,5.073458e-7,7.890983e-7,0.024705047,0.0022596347,0.000043734584,0.0027061796,0.00022555901,0.00008339723],"about_ca_topic_score_codex":0.0047039404,"about_ca_topic_score_gemma":0.0052215424,"teacher_disagreement_score":0.7577821,"about_ca_system_score_codex":0.0000614742,"about_ca_system_score_gemma":0.00003788402,"threshold_uncertainty_score":0.7110982},"labels":[],"label_agreement":null},{"id":"W2900301835","doi":"10.1093/geroni/igy023.1647","title":"A HOME-BASED PHYSICAL ACTIVITY AT DISCHARGE FROM A GERIATRIC UNIT: FEASIBILITY, ACCEPTABILITY AND HEALTH BENEFITS","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut Universitaire de Gériatrie de Montréal; Université du Québec à Montréal","funders":"","keywords":"Medicine; Physical therapy; Medical prescription; Autonomy; Activities of daily living; Gerontology; Nursing","score_opus":0.07205117859872642,"score_gpt":0.3660934161489495,"score_spread":0.2940422375502231,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900301835","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9879323,0.00003654629,0.00061446184,0.0103501575,0.00017632158,0.00060616946,0.00005322746,0.00009414737,0.00013661542],"genre_scores_gemma":[0.99768764,0.000002691203,0.0009997976,0.0008042715,0.0003317803,0.000025987923,0.0000881324,0.00001980282,0.00003990791],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985131,0.000085652435,0.0003493672,0.00047835443,0.00028593602,0.0002875816],"domain_scores_gemma":[0.99893695,0.00014427087,0.00019134847,0.00041978635,0.0002273877,0.00008024204],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005758191,0.00016526294,0.000340923,0.00031122958,0.00012680575,0.000029460325,0.00007507188,0.00006446622,0.00010571686],"category_scores_gemma":[0.00026184117,0.0001584873,0.000029639697,0.0017214661,0.00014481669,0.00020020598,0.000114174596,0.00025803765,0.000017381015],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014529019,0.0004905124,0.94177663,0.00011870939,0.000009536772,0.0000010585317,0.0012852604,0.0000035762016,0.0026760807,0.00023088702,0.00012746951,0.053134993],"study_design_scores_gemma":[0.0024481746,0.00017513783,0.9898545,0.000114294344,0.000008199659,0.000002442777,0.00005675706,0.002534817,0.0040249727,0.00050428364,0.00014098278,0.0001354419],"about_ca_topic_score_codex":0.0010586433,"about_ca_topic_score_gemma":0.00057557825,"teacher_disagreement_score":0.05299955,"about_ca_system_score_codex":0.00046505584,"about_ca_system_score_gemma":0.000192298,"threshold_uncertainty_score":0.64629245},"labels":[],"label_agreement":null},{"id":"W2900305568","doi":"10.1093/geroni/igy023.232","title":"BROAD-SCALE, MULTI-SYSTEM DYSREGULATION OF GENE EXPRESSION: TOWARD CLINICAL QUANTIFICATION OF AGING","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Biomedical Ethics and Regulation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Biology; Gene expression; Gene; Computational biology; KEGG; Proteostasis; Systems biology; Function (biology); microRNA; Biological pathway; Bioinformatics; Genetics; Gene ontology","score_opus":0.12352214407011956,"score_gpt":0.40852521837632344,"score_spread":0.28500307430620386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900305568","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7494936,0.00007514421,0.24730797,0.0019309919,0.0005627717,0.00027771055,0.0000033626907,0.00004460702,0.00030385537],"genre_scores_gemma":[0.9712435,0.000008449858,0.028178649,0.00008966505,0.00031171434,0.000006755724,0.000084470565,0.000013523316,0.00006325413],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99761295,0.00009553785,0.0015048482,0.00025202817,0.0004089794,0.00012563415],"domain_scores_gemma":[0.9979765,0.00008024272,0.000688165,0.00027630563,0.0009430274,0.00003575973],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019709982,0.00009449891,0.000300207,0.0005078645,0.00004395021,0.000007144014,0.00007487279,0.00023511467,0.000023009226],"category_scores_gemma":[0.00016853526,0.00008266919,0.000048942533,0.0014204812,0.00045354804,0.000109078515,0.000029112047,0.00020824627,0.0000040599853],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000097527845,0.0002614053,0.17740947,0.00074353965,0.00002557171,0.0000016940836,0.002214747,0.000054405602,0.76300925,0.008626391,0.00009815866,0.04745785],"study_design_scores_gemma":[0.0017093802,0.00009244563,0.6085225,0.0014525297,0.000021392152,0.000007739081,0.000640243,0.03122117,0.35567272,0.00022575888,0.000329625,0.000104511026],"about_ca_topic_score_codex":0.00004290205,"about_ca_topic_score_gemma":0.000006039252,"teacher_disagreement_score":0.431113,"about_ca_system_score_codex":0.000058155903,"about_ca_system_score_gemma":0.00010284381,"threshold_uncertainty_score":0.33711517},"labels":[],"label_agreement":null},{"id":"W2900311808","doi":"10.1093/geroni/igy023.342","title":"LONG-TERM ASPIRIN USE IS ASSOCIATED WITH A LOWER PREVALENCE OF FRAILTY IN MEN: THE PHYSICIANS’ HEALTH STUDY","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Aging","funders":"","keywords":"Aspirin; Medicine; Logistic regression; Odds ratio; Cohort; Stroke (engine); Cohort study; Internal medicine; Randomized controlled trial","score_opus":0.054381807704192035,"score_gpt":0.34854726048555035,"score_spread":0.2941654527813583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900311808","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99480605,0.0000223106,0.00019695709,0.0035634986,0.00009184879,0.0009926702,0.00000710242,0.000032004747,0.0002875508],"genre_scores_gemma":[0.99678755,0.000004213149,0.00009123188,0.0023372723,0.000060159913,0.00003720813,0.00001206338,0.000019325542,0.00065097795],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983476,0.000111366106,0.0006172221,0.00026262406,0.00041699625,0.00024422916],"domain_scores_gemma":[0.998681,0.00010866829,0.00038073794,0.00038900707,0.00042379202,0.00001679632],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00086773944,0.0001296831,0.00026430128,0.0003151271,0.000048869486,0.000019777115,0.00013185453,0.000040232335,0.00004857704],"category_scores_gemma":[0.00031325125,0.0000977814,0.000015162691,0.0025060137,0.0001292809,0.00021575677,0.000044271535,0.00028357448,0.000005233309],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007391537,0.0006342643,0.9799631,0.00011149335,0.000039371465,0.00001465745,0.013914006,0.000006935197,0.00044358184,0.000037473565,0.0004699522,0.0042912206],"study_design_scores_gemma":[0.0023897218,0.00068778347,0.9929988,0.0021125388,0.0000122926,0.0000029232608,0.0006608247,0.00029435204,0.0007019332,0.000025646881,0.000021748314,0.00009144024],"about_ca_topic_score_codex":0.0004159052,"about_ca_topic_score_gemma":0.0008084082,"teacher_disagreement_score":0.013253181,"about_ca_system_score_codex":0.00022949689,"about_ca_system_score_gemma":0.00013675247,"threshold_uncertainty_score":0.39874095},"labels":[],"label_agreement":null},{"id":"W2900317045","doi":"10.1093/geroni/igy023.2839","title":"PLANNING ABOUT US, AND BY US: REFLECTIONS ON WATERLOO’S COLLABORATIVE AGE-FRIENDLY INITIATIVE","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Presentation (obstetrics); Agency (philosophy); Public relations; Work (physics); Stakeholder; Scholarship; Stakeholder engagement; Political science; Sociology; Medicine; Engineering; Social science","score_opus":0.04316389891249565,"score_gpt":0.3728643445522181,"score_spread":0.32970044563972245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900317045","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94767153,0.000104474864,0.0008407953,0.0014775692,0.0003447513,0.00019562902,0.000011580232,0.00007717626,0.049276486],"genre_scores_gemma":[0.99684614,0.000059669102,0.0004879985,0.000986494,0.00037684382,0.000035878573,0.000019582441,0.0000086802875,0.0011787338],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99891084,0.00013850878,0.0002864576,0.00022776479,0.00021201544,0.00022440676],"domain_scores_gemma":[0.99923044,0.00010797932,0.0001554149,0.00006995339,0.00041182572,0.000024395225],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059882074,0.00010390616,0.00012220189,0.00032854613,0.0010559522,0.00013864941,0.00006877192,0.00005749939,0.00003056699],"category_scores_gemma":[0.0002879698,0.0001028259,0.000008282826,0.0018365533,0.00031068124,0.0003572189,0.000022354561,0.00013911109,0.00000965336],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013207519,0.000028824332,0.048450712,0.000005436151,0.000020630541,0.0000044142243,0.8910901,0.000009193394,0.00047951072,0.042908072,0.01642379,0.0005661201],"study_design_scores_gemma":[0.0012972881,0.0003441149,0.3235432,0.00043270367,0.00001987358,0.000001328351,0.09605875,0.00008659766,0.003994904,0.016153436,0.5573677,0.0007001435],"about_ca_topic_score_codex":0.004757207,"about_ca_topic_score_gemma":0.01350762,"teacher_disagreement_score":0.79503137,"about_ca_system_score_codex":0.00011141805,"about_ca_system_score_gemma":0.00011531531,"threshold_uncertainty_score":0.8121637},"labels":[],"label_agreement":null},{"id":"W2900321894","doi":"10.1093/geroni/igy023.629","title":"INTEREST GROUP SESSION - INDIGENOUS PEOPLES AND AGING: HEALTH BEHAVIORS AMONG INDIGENOUS OLDER ADULTS","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Art Therapy and Mental Health","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Autonomy; Presentation (obstetrics); Gerontology; Health care; Pacific islanders; Psychology; Medicine; Sociology; Political science; Ethnic group; Anthropology","score_opus":0.035088879748175844,"score_gpt":0.3076953705984635,"score_spread":0.27260649085028765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900321894","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99775034,0.00025937016,0.00008060715,0.00029999315,0.0006039975,0.0004711438,0.000009291061,0.000088761015,0.00043648068],"genre_scores_gemma":[0.9976171,0.00006998142,0.00007002292,0.0013803141,0.00042092905,0.000031092022,0.00007755407,0.000024499108,0.00030845747],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9986743,0.00005832501,0.00052078534,0.00025591225,0.00013244807,0.0003582271],"domain_scores_gemma":[0.9994393,0.000031459622,0.00025329404,0.00012825546,0.00009477914,0.000052937416],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046529598,0.0001495842,0.00017241492,0.0004474442,0.0008518524,0.00011207216,0.00009328562,0.00004435322,0.00013840183],"category_scores_gemma":[0.0000067931587,0.00013922763,0.000014706779,0.00021295222,0.00020832827,0.00040008404,0.000053513937,0.00020313964,0.00001272802],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002689483,0.0001501086,0.09994319,0.0001535841,0.0000055797036,0.0000041810713,0.79864955,1.6138078e-7,0.00007611935,0.014069963,0.00010185221,0.08681881],"study_design_scores_gemma":[0.0036690163,0.0014882232,0.6485433,0.0050560487,0.00001368177,0.000034272744,0.31151626,0.00008779042,0.001199153,0.0018482483,0.025487477,0.0010565466],"about_ca_topic_score_codex":0.004790289,"about_ca_topic_score_gemma":0.031678252,"teacher_disagreement_score":0.5486001,"about_ca_system_score_codex":0.00014989219,"about_ca_system_score_gemma":0.000083823485,"threshold_uncertainty_score":0.9859911},"labels":[],"label_agreement":null},{"id":"W2900322926","doi":"10.1093/geroni/igy023.491","title":"UNDERSTANDING FUNCTIONS OF CLINICAL SUPERVISION IN THE IDENTIFICATION OF OLDER ADULT MISTREATMENT","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Healthcare Systems and Public Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean","funders":"","keywords":"Facilitator; Identification (biology); Context (archaeology); Intervention (counseling); Psychology; Social work; Qualitative research; Qualitative property; Process (computing); Data collection; Social support; Applied psychology; Nursing; Medicine; Social psychology; Sociology","score_opus":0.2410271101015892,"score_gpt":0.4554874870188736,"score_spread":0.2144603769172844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900322926","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97735244,0.000015500922,0.009580687,0.011224742,0.00029013722,0.00036641938,0.0000038481508,0.000007337618,0.0011588647],"genre_scores_gemma":[0.99907273,0.000010773408,0.00012505746,0.00056404644,0.00014439104,0.0000122994215,0.0000310624,0.0000046697296,0.00003496282],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977567,0.00016486524,0.0016182131,0.00012943767,0.00022427026,0.000106510066],"domain_scores_gemma":[0.99884063,0.00015208202,0.00033170314,0.00021260657,0.00044475964,0.000018247867],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037857774,0.000048062462,0.00018424372,0.00034711108,0.00003819225,0.0000059876475,0.000043751872,0.00006837328,0.000019494766],"category_scores_gemma":[0.00059672556,0.000034827077,0.0000225288,0.0014848087,0.00005513709,0.000064959655,0.0000071058043,0.00013920864,0.0000025275003],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037519978,0.00026145388,0.9523397,0.000382466,0.000011389169,0.0000018461014,0.007000256,0.0000028242125,0.001204249,0.02294407,0.00077828823,0.01503592],"study_design_scores_gemma":[0.0013152856,0.00018308077,0.98338264,0.0006920436,0.000006219352,0.0000073697274,0.011276045,0.0012261231,0.000437196,0.0005660793,0.00086447474,0.000043463122],"about_ca_topic_score_codex":0.0012531155,"about_ca_topic_score_gemma":0.0002721156,"teacher_disagreement_score":0.031042904,"about_ca_system_score_codex":0.00012891895,"about_ca_system_score_gemma":0.00022797953,"threshold_uncertainty_score":0.18943441},"labels":[],"label_agreement":null},{"id":"W2900324164","doi":"10.1093/geroni/igy023.353","title":"BDNF VAL66MET POLYMORPHISM, SEX AND RESILIENCE TO COGNITIVE AND PHYSICAL ACTIVITY DECLINES","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Resilience and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Brain-derived neurotrophic factor; Cognition; Neurotrophic factors; Cognitive decline; Psychology; Population; Psychological resilience; Allele; Physical activity; Polymorphism (computer science); Gerontology; Biology; Medicine; Internal medicine; Neuroscience; Genetics; Gene; Physical medicine and rehabilitation; Dementia","score_opus":0.0446618728499169,"score_gpt":0.4310831257342536,"score_spread":0.3864212528843367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900324164","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9942179,0.00001911645,0.0010955349,0.0008247965,0.0001550118,0.00019122091,0.000003369427,0.000020012827,0.0034730772],"genre_scores_gemma":[0.9978887,0.0000028784225,0.00014042066,0.0012829243,0.00017265158,0.00002269357,0.0000016275466,0.0000062020877,0.00048194392],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99925137,0.000052156116,0.00013961286,0.00027537387,0.000092521164,0.00018899016],"domain_scores_gemma":[0.99962705,0.00012239334,0.000059374812,0.00008659053,0.00006583929,0.000038736624],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028168297,0.00007510658,0.0001057637,0.00022745224,0.00008676208,0.00001948318,0.000042508476,0.000031898064,0.000018843371],"category_scores_gemma":[0.000077080535,0.00007288054,0.000004756137,0.0007964882,0.00013929681,0.00014903568,0.00004425593,0.00009452248,0.000027512413],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016870593,0.00016807223,0.38518637,0.000022032495,0.0000073123247,0.000009249354,0.01888582,4.8643204e-7,0.02079111,0.007446047,0.0002821713,0.56703264],"study_design_scores_gemma":[0.000530539,0.00019330409,0.98065335,0.00008470577,0.000003017798,0.000017629973,0.002743511,0.00018845234,0.014124203,0.0009839489,0.00035572945,0.00012163529],"about_ca_topic_score_codex":0.00031070487,"about_ca_topic_score_gemma":0.00004306112,"teacher_disagreement_score":0.595467,"about_ca_system_score_codex":0.000022271528,"about_ca_system_score_gemma":0.000020005784,"threshold_uncertainty_score":0.2971982},"labels":[],"label_agreement":null},{"id":"W2900327328","doi":"10.1093/geroni/igy023.1677","title":"TRANSPORTATION MOBILITY AND SOCIAL ISOLATION IN COMMUNITY-DWELLING OLDER ADULTS","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Social isolation; Gerontology; Social support; Feeling; Logistic regression; Quality of life (healthcare); Demography; Psychology; Population; Rural area; Isolation (microbiology); Medicine; Environmental health; Social psychology; Sociology; Psychiatry","score_opus":0.03772962003158334,"score_gpt":0.36149416209608604,"score_spread":0.32376454206450267,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900327328","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99412644,0.000012151602,0.00096988556,0.0034847218,0.00014189158,0.0001746718,0.0000017881022,0.000024314037,0.0010641648],"genre_scores_gemma":[0.99854535,0.000007153298,0.00020169556,0.0010747702,0.0001189547,0.000010476382,0.000018450006,0.0000036430908,0.000019536723],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990957,0.00018536189,0.0003435364,0.000086503234,0.000118295764,0.00017065233],"domain_scores_gemma":[0.9996211,0.000119318196,0.000080240956,0.000043649008,0.00012373591,0.00001193651],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018469591,0.000044167642,0.00007892219,0.00017921261,0.00050947024,0.000033307435,0.000049414713,0.00006627487,0.00003128738],"category_scores_gemma":[0.00009661541,0.000052314477,0.0000067329984,0.0007693222,0.00010583219,0.00028947508,0.000004261865,0.000191056,0.000001526528],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011493322,0.000030977415,0.7220565,0.00008348263,6.5491884e-7,2.1884712e-7,0.23726745,0.0000049166442,0.00000835763,0.030859027,0.000019539815,0.009657381],"study_design_scores_gemma":[0.00031550892,0.0000051745897,0.9602113,0.00010057808,6.2914427e-7,2.5237075e-8,0.035704497,0.000398977,0.000017414062,0.0024372737,0.0007515096,0.000057115318],"about_ca_topic_score_codex":0.021998601,"about_ca_topic_score_gemma":0.059641946,"teacher_disagreement_score":0.2381548,"about_ca_system_score_codex":0.000100951445,"about_ca_system_score_gemma":0.0000579601,"threshold_uncertainty_score":0.984514},"labels":[],"label_agreement":null},{"id":"W2900336780","doi":"10.1093/geroni/igy023.1801","title":"EFFECTS OF SADNESS AND ANGER ON OLDER ADULTS’ GOAL DISENGAGEMENT CAPACITIES: THE ROLE OF PHYSIOLOGICAL STRESS","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health and Well-being Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Sadness; Disengagement theory; Anger; Psychology; Developmental psychology; Stressor; Context (archaeology); Clinical psychology; Medicine; Gerontology","score_opus":0.016526198396203062,"score_gpt":0.3175733277215031,"score_spread":0.30104712932530003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900336780","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99669737,0.00016724865,0.000052111034,0.00025779216,0.00024747787,0.00022683534,0.0000042347615,0.000010224892,0.0023366923],"genre_scores_gemma":[0.9992944,0.0000070972146,0.000018463605,0.00048217378,0.00011367396,0.00004621244,0.0000028158486,0.0000046408386,0.000030551022],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992609,0.000121046454,0.00026354406,0.00013000464,0.000086015876,0.00013849055],"domain_scores_gemma":[0.9994013,0.0002680618,0.00012369337,0.000106921936,0.000092299975,0.000007764244],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029421615,0.00006701379,0.00012683232,0.00010032744,0.00006944243,0.0000032219755,0.000057883623,0.00003616557,0.000024559567],"category_scores_gemma":[0.00010466856,0.00004476793,0.000009606019,0.00031089425,0.00021713157,0.000020978036,0.000028483308,0.00011468325,0.000003248986],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005022503,0.00086820964,0.43859708,0.0014432318,0.0001526186,0.0000067661044,0.2709298,0.000015373227,0.012552167,0.12762232,0.0031051366,0.14420502],"study_design_scores_gemma":[0.0007311856,0.00016442651,0.977189,0.00038891094,0.0000045287256,2.5380416e-7,0.01120506,0.000038878705,0.0088828355,0.0009990433,0.00033030982,0.0000655541],"about_ca_topic_score_codex":0.00015571326,"about_ca_topic_score_gemma":0.000007597241,"teacher_disagreement_score":0.5385919,"about_ca_system_score_codex":0.00001175541,"about_ca_system_score_gemma":0.0000064580104,"threshold_uncertainty_score":0.18255833},"labels":[],"label_agreement":null},{"id":"W2900340591","doi":"10.1093/geroni/igy023.2100","title":"PSYCHOMETRIC EVALUATION OF THE TEAM MEMBER PERSPECTIVES OF PERSON-CENTERED CARE SURVEY FOR LONG-TERM CARE HOMES","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University; University of Waterloo; McMaster University; Conestoga College","funders":"","keywords":"Cronbach's alpha; Long-term care; Autonomy; Psychology; Construct validity; Reliability (semiconductor); Nursing; Medicine; Patient satisfaction; Psychometrics; Clinical psychology","score_opus":0.1699318922390394,"score_gpt":0.46405899555448576,"score_spread":0.29412710331544634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900340591","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9935275,0.0011906419,0.00023112196,0.0001905182,0.0015679551,0.0011161449,0.000060926228,0.000015452899,0.0020997587],"genre_scores_gemma":[0.99937636,0.000009481964,0.00009301717,0.000025933728,0.00020318465,0.00007434594,0.00011111573,0.000016253263,0.00009030802],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99827796,0.00038121623,0.00053341786,0.00020942106,0.00039785032,0.0002001334],"domain_scores_gemma":[0.9938797,0.000222742,0.00051421596,0.0002754624,0.0050960737,0.000011856154],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015988417,0.00009939374,0.00021379653,0.0007872408,0.00022884092,0.000006260396,0.00015292154,0.000097896664,0.000098380144],"category_scores_gemma":[0.0009453917,0.00007948451,0.000052133815,0.0032564423,0.00008169301,0.00009105328,0.000030763604,0.00015603629,0.0000020186394],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052267267,0.000028499811,0.83857375,0.00034450527,0.000015502097,8.201232e-9,0.14934373,0.0000037438065,0.00037136974,0.00009021655,0.001027773,0.010148665],"study_design_scores_gemma":[0.001249763,0.00004748552,0.8162091,0.00034385076,0.000025376046,1.3008221e-7,0.181177,0.000030464542,0.00077089714,0.000033813103,0.00004692909,0.000065225926],"about_ca_topic_score_codex":0.00057635544,"about_ca_topic_score_gemma":0.0013377041,"teacher_disagreement_score":0.031833284,"about_ca_system_score_codex":0.0004228487,"about_ca_system_score_gemma":0.00032869144,"threshold_uncertainty_score":0.32412842},"labels":[],"label_agreement":null},{"id":"W2900353222","doi":"10.1093/geroni/igy023.558","title":"CLIENTS’ AND CAREGIVERS’ EXPERIENCES OF A COMMUNITY-BASED SUPPORT SERVICE PROGRAM “BETTER AT HOME”","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia; Simon Fraser University","funders":"","keywords":"Thematic analysis; Mental health; Family caregivers; Psychology; Social support; Perception; Gerontology; Qualitative research; Nursing; Diversity (politics); Medicine; Social psychology; Sociology; Psychiatry","score_opus":0.06050165754808586,"score_gpt":0.44428421794475054,"score_spread":0.3837825603966647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900353222","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9910303,0.0000032508774,0.000090142945,0.004596235,0.00082365616,0.00040447706,0.000003583454,0.00004031165,0.003008055],"genre_scores_gemma":[0.98766124,4.1119475e-7,0.00086784025,0.0105565125,0.000083075465,0.00030955355,0.00010555675,0.000008130301,0.00040767764],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99873006,0.00033433604,0.000503115,0.000101165846,0.00016511009,0.00016618798],"domain_scores_gemma":[0.9983954,0.00013830882,0.00029101447,0.00016852857,0.000984974,0.000021767255],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006972246,0.000076311546,0.00011283228,0.00032369964,0.0005149539,0.000007548377,0.000105801184,0.00008173991,0.00055763393],"category_scores_gemma":[0.000069090864,0.00007179901,0.0000074692844,0.0014870263,0.00009899762,0.00015419882,0.000080646365,0.0002861596,0.000037241225],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015155713,0.00018045506,0.24183193,0.00032505023,0.000006785557,4.6977826e-7,0.7387831,0.0000010181329,0.002976053,0.0017920246,0.0084048705,0.0055466774],"study_design_scores_gemma":[0.002010777,0.00026776653,0.3034025,0.0007528794,0.000006995877,9.70182e-7,0.64848596,0.00045622236,0.003991051,0.00056901516,0.039795227,0.00026059474],"about_ca_topic_score_codex":0.00027783477,"about_ca_topic_score_gemma":0.00051237317,"teacher_disagreement_score":0.09029713,"about_ca_system_score_codex":0.00013215868,"about_ca_system_score_gemma":0.0003622954,"threshold_uncertainty_score":0.6105701},"labels":[],"label_agreement":null},{"id":"W2900354857","doi":"10.1093/geroni/igy023.2685","title":"UNDERSTANDING HOW RESIDENT-TO-RESIDENT AGGRESSION IN LONG-TERM CARE DEMENTIA UNITS UNFOLDS","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Aggression; Dementia; Psychosocial; Psychology; Grounded theory; Long-term care; Cognition; Activities of daily living; Intervention (counseling); Everyday life; Gerontology; Developmental psychology; Clinical psychology; Psychiatry; Medicine; Qualitative research; Disease; Sociology","score_opus":0.0879851516244129,"score_gpt":0.34852915193119216,"score_spread":0.26054400030677927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900354857","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9877286,0.00039385445,0.0063758725,0.0026128828,0.0006663992,0.00029836575,0.0000013868423,0.00006230757,0.0018603245],"genre_scores_gemma":[0.99867725,0.00012666882,0.000111622234,0.00020911664,0.0004283408,0.000018986653,0.000013942319,0.000011646341,0.00040241372],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99846566,0.00014441337,0.00035506964,0.00026157554,0.00043282958,0.00034047806],"domain_scores_gemma":[0.99918634,0.000062293075,0.00018466273,0.0001315965,0.00039821066,0.0000368958],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000859867,0.00011658286,0.00013760789,0.00091968523,0.00062863715,0.00018964984,0.00017437711,0.000069816815,0.00006438252],"category_scores_gemma":[0.00036035568,0.00012442833,0.00001308446,0.0035285102,0.00011344397,0.00039807198,0.000076247794,0.00012119465,0.000011199377],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000056984563,0.0000054994352,0.62307125,0.00002010531,0.000007674651,0.000008841916,0.35997722,0.0000110701985,0.00013993747,0.013988665,0.0021367765,0.00062727253],"study_design_scores_gemma":[0.0006073358,0.000030600557,0.9314597,0.0014110629,0.000011165987,4.1664794e-7,0.060081296,0.00002738572,0.0010355633,0.0032902802,0.0017501878,0.0002949901],"about_ca_topic_score_codex":0.007269156,"about_ca_topic_score_gemma":0.21388529,"teacher_disagreement_score":0.30838847,"about_ca_system_score_codex":0.0005754846,"about_ca_system_score_gemma":0.00017899298,"threshold_uncertainty_score":0.99934155},"labels":[],"label_agreement":null},{"id":"W2900373817","doi":"10.1093/geroni/igy023.2648","title":"COMPARISONS OF AUTOMATICALLY AND MANUALLY ACQUIRED GAIT SPEED IN KOREAN RURAL COMMUNITY DWELLING OLDER PEOPLE","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Medicine; Standard deviation; Statistics; Mathematics","score_opus":0.031618142281555274,"score_gpt":0.31993805949972265,"score_spread":0.28831991721816735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900373817","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99263096,0.000015494132,0.002574283,0.0019827262,0.000090418376,0.00030536638,0.0000028348106,0.000057369685,0.0023405692],"genre_scores_gemma":[0.99457633,0.0000024549238,0.0047762436,0.00043580908,0.000052454678,0.0000047059953,0.00004741439,0.000016234926,0.00008835979],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985748,0.00010209602,0.00076792564,0.00012066716,0.00021789515,0.00021660136],"domain_scores_gemma":[0.9990197,0.00020497174,0.00017825674,0.00028603396,0.00027880855,0.00003224869],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00086147,0.00012145934,0.0003276952,0.0005485243,0.0000658439,0.000020890307,0.00011128314,0.000073705334,0.00006135761],"category_scores_gemma":[0.000360766,0.00012620928,0.00001547723,0.0013559986,0.00017271643,0.00014801875,0.000086640146,0.00028194964,0.000007844558],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007051056,0.00029065108,0.94444686,0.00034677135,0.000022803226,0.000006387721,0.024654415,0.00004743054,0.023116102,0.0021084691,0.0007046142,0.004185009],"study_design_scores_gemma":[0.0022596668,0.00009902115,0.962065,0.0011631162,0.00001072808,0.000019985682,0.004214915,0.024095554,0.005300183,0.00062083313,0.000029701181,0.000121327175],"about_ca_topic_score_codex":0.00090789516,"about_ca_topic_score_gemma":0.0008360685,"teacher_disagreement_score":0.024048124,"about_ca_system_score_codex":0.00007928664,"about_ca_system_score_gemma":0.000052635743,"threshold_uncertainty_score":0.5146665},"labels":[],"label_agreement":null},{"id":"W2900380415","doi":"10.1093/geroni/igy023.948","title":"TWO-YEAR CHANGE IN MONTREAL COGNITIVE ASSESSMENT AND RELATED PREDICTORS IN COMMUNITY-DWELLING ELDERLY","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Odds ratio; Confidence interval; Gerontology; Logistic regression; Demography; Medicine; Cognition; Population; Cognitive decline; Epidemiology; Multivariate analysis; Psychology; Cognitive impairment; Environmental health; Internal medicine; Psychiatry; Disease; Dementia","score_opus":0.04173536137051134,"score_gpt":0.38031788125713084,"score_spread":0.33858251988661947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900380415","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9678522,0.000027531145,0.000091303606,0.00047885126,0.000059392096,0.00052550365,0.0000024278509,0.000021075159,0.030941743],"genre_scores_gemma":[0.999271,0.000025094198,0.00011975901,0.00028598052,0.000053897154,0.000082987586,0.00007240972,0.000011764855,0.00007715686],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987317,0.00021736178,0.00040649023,0.00016359056,0.0002296344,0.0002512351],"domain_scores_gemma":[0.9994419,0.00013965965,0.000073045776,0.0000881133,0.00022757439,0.000029710181],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015648203,0.000094248826,0.00015529142,0.0010634273,0.00006798546,0.000028305176,0.00004469464,0.000055307497,0.00018470293],"category_scores_gemma":[0.00012825216,0.00009885823,0.000009493512,0.0016488481,0.00010128289,0.00020857081,0.00006224171,0.0006349372,0.000008495558],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007415387,0.00019151084,0.9665502,0.000040589275,0.0000148467325,0.000043872587,0.0058158045,4.6971226e-7,0.0005233984,0.00039215508,0.0000064875117,0.026346514],"study_design_scores_gemma":[0.0046103196,0.000394862,0.98419607,0.00096482853,0.000008305316,0.0000069746657,0.0070269657,0.0015957267,0.00055222155,0.000551067,0.000010092423,0.00008259768],"about_ca_topic_score_codex":0.002290062,"about_ca_topic_score_gemma":0.0014023758,"teacher_disagreement_score":0.031418778,"about_ca_system_score_codex":0.0001256462,"about_ca_system_score_gemma":0.000056088567,"threshold_uncertainty_score":0.40313217},"labels":[],"label_agreement":null},{"id":"W2900383249","doi":"10.1093/geroni/igy023.1543","title":"EAST MEETS WEST: MAKING PREPARATIONS FOR OLD AGE","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Life expectancy; Popularity; Meaning (existential); Quarter (Canadian coin); Expectancy theory; Psychology; Gerontology; Social psychology; Medicine; History; Demography; Sociology; Population","score_opus":0.1298783676128317,"score_gpt":0.46305045572057846,"score_spread":0.3331720881077468,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900383249","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81785184,0.00005602454,0.04311379,0.0055693877,0.0011643106,0.00049604144,0.0000075411117,0.00015073211,0.1315903],"genre_scores_gemma":[0.98860216,1.0605521e-7,0.0024074244,0.0006925427,0.00034533878,0.00017663649,0.000024272607,0.0000143526895,0.0077371877],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99895865,0.000059228805,0.00032805614,0.00026095807,0.00009311776,0.00029997647],"domain_scores_gemma":[0.9993526,0.00009761528,0.000091179274,0.0002378278,0.00020774775,0.000013063227],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000718727,0.00007802742,0.000104110775,0.00043091623,0.00016650307,0.000036591344,0.00013573484,0.00008173068,0.00037030232],"category_scores_gemma":[0.00015671624,0.000083725594,0.000016807813,0.0008446734,0.00010602747,0.00009641267,0.000030610838,0.0001419185,0.00017749364],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012468365,0.00015590458,0.08899919,0.000035003446,0.000065821594,0.00002663311,0.039706886,0.000015944628,0.0016721298,0.8116198,0.028562881,0.02901513],"study_design_scores_gemma":[0.0071939025,0.0006689266,0.596232,0.0005945879,0.000042290376,0.00014955431,0.016228324,0.0071913935,0.0019603465,0.046250705,0.32209277,0.0013951679],"about_ca_topic_score_codex":0.000050288036,"about_ca_topic_score_gemma":0.0002258907,"teacher_disagreement_score":0.7653691,"about_ca_system_score_codex":0.000045810295,"about_ca_system_score_gemma":0.000027797809,"threshold_uncertainty_score":0.40545508},"labels":[],"label_agreement":null},{"id":"W2900385038","doi":"10.1093/geroni/igy023.951","title":"WIDOWHOOD STATUS AS A RISK FOR COGNITIVE DECLINE AMONG KOREAN OLDER ADULTS","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Aging","funders":"","keywords":"Cognition; Longitudinal study; Cognitive decline; Gerontology; Psychology; Depression (economics); Mental health; Demography; Health and Retirement Study; Latent growth modeling; Effects of sleep deprivation on cognitive performance; Medicine; Developmental psychology; Dementia; Psychiatry","score_opus":0.024949305911150316,"score_gpt":0.3709655087210472,"score_spread":0.3460162028098969,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900385038","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98156637,0.000029125858,0.0050008195,0.00021460636,0.00089753047,0.00090017257,0.000071762806,0.00005909698,0.011260489],"genre_scores_gemma":[0.9958599,0.000007548458,0.000478025,0.0022695279,0.00036466715,0.00021805131,0.00024698154,0.000026742211,0.00052855123],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984785,0.00006843081,0.0005290147,0.00034257455,0.00013544504,0.00044608297],"domain_scores_gemma":[0.99897707,0.000143204,0.00031536128,0.00015420835,0.00035688712,0.000053298758],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060158316,0.00013195851,0.00014335604,0.00034640825,0.0001434541,0.000022641996,0.000073522126,0.00007955129,0.00029807063],"category_scores_gemma":[0.00016746914,0.00013664241,0.000022624024,0.0007939935,0.0000921794,0.00012696705,0.000035643254,0.00017006125,0.00012336853],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004215941,0.000301979,0.8724362,0.000068982954,0.000041019386,0.0000045459947,0.025491143,2.2801079e-7,0.000048775815,0.010345182,0.0012362048,0.08960412],"study_design_scores_gemma":[0.0067722737,0.00041115106,0.96922576,0.00047124122,0.00001706986,0.0000033911372,0.014687569,0.000103468265,0.0015397595,0.004952193,0.0016012049,0.00021489013],"about_ca_topic_score_codex":0.0027847576,"about_ca_topic_score_gemma":0.0012245429,"teacher_disagreement_score":0.09678956,"about_ca_system_score_codex":0.000089903726,"about_ca_system_score_gemma":0.000053467145,"threshold_uncertainty_score":0.5572116},"labels":[],"label_agreement":null},{"id":"W2900396766","doi":"10.1093/geroni/igy023.2549","title":"ASSESSING ALEXITHYMIA: A PILOT STUDY USING A COMBINED DESIGN IN A SAMPLE OF LONG TERM DRUG USERS","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Alexithymia; Toronto Alexithymia Scale; Feeling; Psychology; Context (archaeology); Addiction; Clinical psychology; Expression (computer science); Sample (material); Psychiatry; Social psychology","score_opus":0.10297606332374991,"score_gpt":0.37499972778991525,"score_spread":0.2720236644661653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900396766","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9807865,0.000017180368,0.017886626,0.0001050286,0.000116583986,0.00071601046,6.0457245e-7,0.000023196586,0.00034824846],"genre_scores_gemma":[0.99046564,7.9547414e-7,0.009288664,0.0001556527,0.000024633082,0.000024159539,0.000008136985,0.000018145342,0.000014182574],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99876446,0.00007946754,0.0005883808,0.00019425176,0.00019319449,0.00018023013],"domain_scores_gemma":[0.999335,0.000109256645,0.0002201696,0.00019644914,0.00012145448,0.000017661485],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062051445,0.000118028925,0.00026182036,0.00070025196,0.00004513166,0.00003330905,0.00006256668,0.00002008204,0.000032790722],"category_scores_gemma":[0.00014014011,0.00011088618,0.000012039655,0.0017587182,0.000053356,0.0002355641,0.000024852914,0.000098982026,0.0000016257629],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001531436,0.0017099144,0.9883161,0.00005505238,0.000044469154,0.000023380642,0.004555439,0.000017252722,0.0034595004,0.00012911386,0.0000050496324,0.001531579],"study_design_scores_gemma":[0.0064894888,0.0006681018,0.98173213,0.0022549315,0.000021185655,0.000005695483,0.0032412407,0.0028420617,0.0014787118,0.0011564753,7.762648e-7,0.00010921463],"about_ca_topic_score_codex":0.0007753516,"about_ca_topic_score_gemma":0.00016163508,"teacher_disagreement_score":0.009679108,"about_ca_system_score_codex":0.0001281506,"about_ca_system_score_gemma":0.0000936409,"threshold_uncertainty_score":0.4521807},"labels":[],"label_agreement":null},{"id":"W2900400284","doi":"10.1093/geroni/igy023.1197","title":"WHO CARES? PREFERENCES REGARDING FORMAL AND INFORMAL CARE AMONG OLDER ADULT SERVICE USERS","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Concordia University","funders":"","keywords":"Preference; Context (archaeology); Feeling; Service (business); Logistic regression; Sample (material); Psychology; Gerontology; Medicine; Business; Social psychology; Geography; Marketing","score_opus":0.013405230232197404,"score_gpt":0.27874871954694225,"score_spread":0.26534348931474483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900400284","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96665335,0.00001678056,0.0005081388,0.00029239536,0.0004592607,0.0001221178,0.0000028069185,0.000033515233,0.031911664],"genre_scores_gemma":[0.9983395,0.000011280797,0.0002007568,0.0008898996,0.00031879323,0.000015373074,0.00002230727,0.0000066816056,0.00019545983],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99900913,0.000036455305,0.00028295294,0.00014929178,0.00026567603,0.00025651534],"domain_scores_gemma":[0.9986465,0.000028369068,0.00011210952,0.000071059796,0.0011157792,0.000026198122],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004031714,0.000083386505,0.00008465243,0.00024521272,0.00060149154,0.00021370743,0.00012351526,0.000075811884,0.000020698171],"category_scores_gemma":[0.00011625546,0.00008688126,0.000012119676,0.00093005586,0.00010695807,0.0011995418,0.00006454494,0.00011840685,0.0000025231311],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006385082,0.000003570063,0.6020532,0.00004647069,0.000008103665,0.0000010102325,0.18221085,0.00010488259,0.00013681773,0.2059078,0.00017687608,0.009344002],"study_design_scores_gemma":[0.0007918319,0.00005098261,0.6447401,0.0008156684,0.0000101240985,0.0000014263305,0.32878706,0.016984422,0.00078526145,0.0009559707,0.0055200187,0.00055714877],"about_ca_topic_score_codex":0.0028983788,"about_ca_topic_score_gemma":0.04025677,"teacher_disagreement_score":0.20495182,"about_ca_system_score_codex":0.00009257912,"about_ca_system_score_gemma":0.000107877415,"threshold_uncertainty_score":0.97725606},"labels":[],"label_agreement":null},{"id":"W2900401603","doi":"10.1093/geroni/igy023.2701","title":"THE USABILITY OF PHYSICAL ACTIVITY AND COGNITIVE TRAINING APPLICATIONS IN PEOPLE WITH MILD COGNITIVE IMPAIRMENT","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Physical Education and Training Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Usability; Cognition; Competence (human resources); Cognitive training; Psychology; Cognitive impairment; Focus group; Applied psychology; Medicine; Clinical psychology; Computer science; Psychiatry; Social psychology; Human–computer interaction","score_opus":0.08087096548736515,"score_gpt":0.45393531157887496,"score_spread":0.3730643460915098,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900401603","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9949916,0.0000064295828,0.000841426,0.0011099204,0.000035126668,0.000722127,0.000010215478,0.000016357862,0.002266818],"genre_scores_gemma":[0.9991395,0.0000016308284,0.000043167867,0.00015800181,0.00008910597,0.0005313504,0.000006863253,0.000006316445,0.000024089612],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991052,0.00014910307,0.0002546088,0.00017923176,0.000115283954,0.00019656584],"domain_scores_gemma":[0.99726033,0.002067817,0.00019322605,0.00007445388,0.0003872415,0.000016938242],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057962845,0.00008123524,0.00016552318,0.00010594182,0.0004285398,0.0000057810144,0.000041231804,0.000025925807,0.0000046017544],"category_scores_gemma":[0.00033375496,0.00005696398,0.000009595867,0.0012268559,0.0003484196,0.000094084375,0.000038890812,0.00028888375,0.0000026961968],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012764588,0.00038017365,0.7539888,0.00007394708,0.000029233748,7.820633e-8,0.2037303,9.79333e-7,0.0002018798,0.014536573,0.000011066548,0.02691931],"study_design_scores_gemma":[0.00074310694,0.00006378144,0.9168248,0.0002788273,0.0000073983433,8.15732e-8,0.079802856,0.00024588837,0.00023798241,0.0017042663,0.000031517262,0.000059466307],"about_ca_topic_score_codex":0.00022694231,"about_ca_topic_score_gemma":0.0009541695,"teacher_disagreement_score":0.162836,"about_ca_system_score_codex":0.00005800044,"about_ca_system_score_gemma":0.00018741829,"threshold_uncertainty_score":0.32960248},"labels":[],"label_agreement":null},{"id":"W2900405128","doi":"10.1093/geroni/igy023.1394","title":"INTEREST GROUP SESSION - ENVIRONMENTAL GERONTOLOGY: AGING IN THE MARGINS: THEMES OF VULNERABILITY","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Vulnerability (computing); Aging in place; Focus group; Sociology; Participatory action research; Gerontology; Community-based participatory research; Qualitative research; Psychology; Gender studies; Political science; Social science; Medicine; Anthropology","score_opus":0.05883184042898504,"score_gpt":0.34886643179707355,"score_spread":0.2900345913680885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900405128","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99499923,0.00011057635,0.00047527323,0.0017248568,0.00020886428,0.00015948233,0.0000014499227,0.000015645046,0.0023045996],"genre_scores_gemma":[0.9992483,0.000041896128,0.00016403849,0.00025876955,0.0002024076,0.000017214377,0.000006052661,0.000003958693,0.000057334448],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99882174,0.0002804522,0.00037356254,0.00016418494,0.00018624897,0.00017383932],"domain_scores_gemma":[0.9995165,0.00015432228,0.000162181,0.00012891121,0.000030618332,0.0000074821405],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018226592,0.0000736516,0.00011296667,0.00019594897,0.00028092624,0.000026101994,0.00017809836,0.000042596515,0.00006640817],"category_scores_gemma":[0.00015837548,0.00005714871,0.000016260332,0.0005466391,0.00038364515,0.00023945504,0.000043557873,0.00013500714,0.0000035644919],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005371149,0.00007398495,0.465183,0.000008973272,0.0000043623004,0.0000010980212,0.4937566,0.0000014483842,0.0011463471,0.03427913,0.00026645447,0.0052732453],"study_design_scores_gemma":[0.00027494394,0.000022074677,0.9328569,0.00007665987,0.0000024228084,4.9875126e-7,0.04923957,0.00009914157,0.00046104475,0.01083234,0.006033108,0.000101251244],"about_ca_topic_score_codex":0.0064457427,"about_ca_topic_score_gemma":0.037408143,"teacher_disagreement_score":0.46767396,"about_ca_system_score_codex":0.00009961199,"about_ca_system_score_gemma":0.000024169336,"threshold_uncertainty_score":0.98015666},"labels":[],"label_agreement":null},{"id":"W2900409648","doi":"10.1093/geroni/igy023.3125","title":"DOES LONELINESS CAUSE INCREASED HEALTH AND SOCIAL CARE SERVICE USE BY OLDER PEOPLE? AN EVALUATION OF THE EVIDENCE","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Loneliness; Attendance; Medicine; Service (business); Older people; UCLA Loneliness Scale; Social support; Health care; Emergency department; Gerontology; Nursing; Psychology; Psychiatry; Business","score_opus":0.096747841915826,"score_gpt":0.4082694311950363,"score_spread":0.31152158927921025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900409648","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9925451,0.00014532912,0.000057765486,0.0067373635,0.00016950417,0.00029614713,0.000004415307,0.000017797453,0.000026573633],"genre_scores_gemma":[0.9978157,0.000038014015,0.000034605237,0.001902008,0.00016854619,0.000013971148,0.000013241861,0.0000054823095,0.000008416126],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99842423,0.0005502298,0.00026393562,0.00015615592,0.0004677233,0.00013775048],"domain_scores_gemma":[0.99826,0.0001056963,0.00019538238,0.00011104845,0.0013090601,0.000018797537],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016818376,0.00005775716,0.000092528164,0.0000979562,0.00046512115,0.00006261954,0.0001202725,0.00004766697,0.000019051799],"category_scores_gemma":[0.00040190498,0.000040179235,0.000007592012,0.0016151874,0.00008806137,0.00059393054,0.000029160838,0.000075748074,5.8988485e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010841513,0.000024306586,0.55634564,0.00006446952,0.0000049310634,4.9698585e-8,0.43005598,0.0000032691455,0.0019750309,0.00046042667,0.00029047177,0.010764615],"study_design_scores_gemma":[0.0010082312,0.000045712393,0.8979702,0.0012305992,0.0000340393,3.8245074e-7,0.09279972,0.0009922273,0.00402879,0.0010635825,0.00057632214,0.00025017714],"about_ca_topic_score_codex":0.02733443,"about_ca_topic_score_gemma":0.12721644,"teacher_disagreement_score":0.3416246,"about_ca_system_score_codex":0.00013071886,"about_ca_system_score_gemma":0.0005216347,"threshold_uncertainty_score":0.9791426},"labels":[],"label_agreement":null},{"id":"W2900419367","doi":"10.1093/geroni/igy023.720","title":"ADVANCING TRANSITIONAL CARE FOR COMMUNITY-BASED ADULTS WITH STROKE AND MULTIPLE CHRONIC CONDITIONS","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact; Hamilton Health Sciences; McMaster University","funders":"","keywords":"Intervention (counseling); Medicine; Rehabilitation; Anxiety; Quality of life (healthcare); Transitional care; Stroke (engine); Health care; Physical therapy; Nursing; Psychiatry","score_opus":0.013537964160368315,"score_gpt":0.299796061110408,"score_spread":0.2862580969500397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900419367","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9778891,0.000043665354,0.019954324,0.0010296458,0.00008432097,0.0004904633,0.0000803871,0.000037585673,0.000390469],"genre_scores_gemma":[0.990574,0.0000011210325,0.007906616,0.0007427548,0.000117845804,0.000059472342,0.00055168226,0.000011525916,0.00003500435],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994377,0.000030345978,0.00021158782,0.00010456636,0.000096898395,0.00011890216],"domain_scores_gemma":[0.99905694,0.00030907852,0.000056873207,0.000095692805,0.00045938263,0.000022048893],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017524816,0.00007012058,0.0001129669,0.00035055328,0.00020390953,0.000010482611,0.000020952235,0.000037508715,0.000030349149],"category_scores_gemma":[0.00011296513,0.00006392968,0.000018498242,0.00036256912,0.00011750032,0.00009257783,0.000003937584,0.00015656256,0.0000015603391],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018940308,0.0004388947,0.8552993,0.0047387253,0.00010118021,0.000006385323,0.027466519,0.0020654825,0.08119366,0.0033998762,0.0008617731,0.022534173],"study_design_scores_gemma":[0.03981998,0.0038079866,0.81958765,0.0058374694,0.00008490036,0.000050076338,0.04371277,0.032148596,0.031420186,0.000349742,0.022592936,0.00058769016],"about_ca_topic_score_codex":0.000037488797,"about_ca_topic_score_gemma":0.00033896917,"teacher_disagreement_score":0.04977348,"about_ca_system_score_codex":0.00014413247,"about_ca_system_score_gemma":0.00015120121,"threshold_uncertainty_score":0.26069766},"labels":[],"label_agreement":null},{"id":"W2900425796","doi":"10.1093/geroni/igy023.2272","title":"OVERVIEW OF MEDICAL FITNESS TO DRIVE IN STRATEGIC AGE-RELATED DISEASE","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Dementia; Commission; Stroke (engine); Independence (probability theory); Element (criminal law); European commission; Gerontology; Disease; Medicine; Psychology; Medical education; Political science; Business; Engineering","score_opus":0.14649464495988246,"score_gpt":0.4788889095087408,"score_spread":0.33239426454885834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900425796","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9863985,0.000066675944,0.00015010482,0.009721774,0.0005592531,0.00041496212,0.0000043405144,0.000046202505,0.00263814],"genre_scores_gemma":[0.998012,0.000023221852,0.00010241974,0.00145277,0.00010971902,0.00007565269,0.00001160312,0.000013640746,0.00019895188],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99786085,0.00022156714,0.0009901734,0.00021910378,0.00041045874,0.0002978309],"domain_scores_gemma":[0.998983,0.00023604708,0.00020409982,0.00020170542,0.00031877475,0.00005633628],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013648828,0.000101718324,0.00023107833,0.00056817627,0.00011672425,0.000004990708,0.00018989423,0.00010160926,0.00041165212],"category_scores_gemma":[0.0010675541,0.00009584848,0.0000135171695,0.0027793774,0.000101816564,0.00009316343,0.00018143843,0.00041709156,0.000083945015],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011083186,0.00007659871,0.9190509,0.0004682948,0.0000119076185,0.000032063166,0.015462908,0.000020136291,0.00014905447,0.062454868,0.0008453006,0.0014168945],"study_design_scores_gemma":[0.0009254945,0.000020398864,0.97875893,0.0045868536,0.0000037546013,1.9327068e-7,0.002788064,0.0007199313,0.000024002697,0.011610507,0.0004413215,0.00012057226],"about_ca_topic_score_codex":0.00047890595,"about_ca_topic_score_gemma":0.0030165964,"teacher_disagreement_score":0.059708018,"about_ca_system_score_codex":0.00013581959,"about_ca_system_score_gemma":0.0002856566,"threshold_uncertainty_score":0.4507302},"labels":[],"label_agreement":null},{"id":"W2900426503","doi":"10.1093/geroni/igy023.1314","title":"THE POWER OF PURPOSE FOR AGING WELL: CONTRIBUTIONS FROM THE HUMANITIES AND ARTS","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Psychological Well-being and Life Satisfaction","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Religiosity; Spirituality; Successful aging; Psychology; Meaning (existential); The arts; Adult development; Association (psychology); Developmental psychology; Power (physics); Gerontology; Social psychology; Medicine; Psychotherapist; Visual arts; Art","score_opus":0.04664616155027085,"score_gpt":0.35328904788428006,"score_spread":0.3066428863340092,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900426503","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95512,0.00030293697,0.010759538,0.005721352,0.0014238278,0.0003450807,0.000032819513,0.00004500819,0.026249405],"genre_scores_gemma":[0.9975439,0.0000060690536,0.00008360923,0.0015594783,0.00023206355,0.00005025901,0.00001461946,0.000006618467,0.0005034047],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9992087,0.00007884557,0.00032518772,0.00014658735,0.00007204848,0.0001686584],"domain_scores_gemma":[0.9986744,0.0007982204,0.00015914942,0.00018480055,0.00017775266,0.0000056573735],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008493136,0.00006696733,0.000084695006,0.00007467639,0.00042296047,0.00006271325,0.000093130606,0.000049618797,0.000121537305],"category_scores_gemma":[0.0002423936,0.00004295133,0.00001677804,0.000313136,0.00027942267,0.000059113805,0.000020185025,0.00013118025,0.000014446169],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010528013,0.00005373606,0.0601888,0.0000052043183,0.00007167389,0.0000012123185,0.015507771,0.0000028770417,0.003577494,0.8740255,0.023250954,0.023209479],"study_design_scores_gemma":[0.0011431196,0.00010286528,0.50417954,0.000082351944,0.000013536213,0.000004125616,0.0065843873,0.00006883538,0.0013812153,0.07727004,0.40902925,0.00014073758],"about_ca_topic_score_codex":0.00025083788,"about_ca_topic_score_gemma":0.00009483531,"teacher_disagreement_score":0.7967555,"about_ca_system_score_codex":0.000019116274,"about_ca_system_score_gemma":0.00000903542,"threshold_uncertainty_score":0.32531127},"labels":[],"label_agreement":null},{"id":"W2900426794","doi":"10.1093/geroni/igy023.1132","title":"PROFILING OBESITY PHENOTYPES AND TRAJECTORIES IN OLDER ADULTS OF THE NUAGE COHORT: A CLUSTER ANALYSIS","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health and Well-being Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Université de Sherbrooke","funders":"","keywords":"Obesity; Cluster (spacecraft); Medicine; Psychological intervention; Gerontology; Cohort; Body mass index; Demography; Internal medicine; Psychiatry","score_opus":0.013570752273840919,"score_gpt":0.3183353299714851,"score_spread":0.3047645776976442,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900426794","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9962203,0.00008975176,0.00040242,0.00058454985,0.00023021523,0.0002439513,0.0000021535814,0.000011597855,0.0022150616],"genre_scores_gemma":[0.9990941,0.0000025726758,0.00017936791,0.0005511309,0.00006588194,0.00002421813,0.0000029656633,0.000004686062,0.00007503689],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990904,0.00009438625,0.00039643265,0.00017379787,0.00008758038,0.00015743395],"domain_scores_gemma":[0.99949586,0.00009069936,0.00013732226,0.00014388897,0.0001252042,0.0000070248875],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006978474,0.00006628402,0.00016465153,0.00035002455,0.000070591195,0.000007669326,0.000060919363,0.000046622037,0.000028170694],"category_scores_gemma":[0.00013683455,0.000051543713,0.0000149931375,0.0024011934,0.00009414238,0.000048509963,0.000033026983,0.00011916991,0.000002119061],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002506348,0.000031912317,0.97636014,0.00004124014,0.000040019288,4.2311487e-7,0.019198555,0.00000581402,0.000041229338,0.0026133629,0.000054465556,0.0015877524],"study_design_scores_gemma":[0.00043311116,0.0000101038095,0.99708575,0.000072690316,0.000016873397,3.1723525e-7,0.0015020067,0.00021203664,0.00034487736,0.00022258378,0.000047563735,0.00005205837],"about_ca_topic_score_codex":0.0009041293,"about_ca_topic_score_gemma":0.0010973036,"teacher_disagreement_score":0.020725615,"about_ca_system_score_codex":0.000025775846,"about_ca_system_score_gemma":0.000019032064,"threshold_uncertainty_score":0.21018916},"labels":[],"label_agreement":null},{"id":"W2900431216","doi":"10.1093/geroni/igy023.034","title":"MOBILITY AND AGING IN PLACE EXPERIENCE IN URBAN SETTINGS AMONG OLDER ADULTS LIVING IN COHOUSING AND NORC","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University; Université de Moncton","funders":"","keywords":"Neighbourhood (mathematics); Aging in place; Typology; Gerontology; Psychology; Sociology; Medicine","score_opus":0.013077680702342671,"score_gpt":0.29407912246729506,"score_spread":0.2810014417649524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900431216","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99835485,0.00014764794,0.000113227514,0.00043925224,0.00010189179,0.00027135815,3.3224845e-7,0.000031319443,0.0005401073],"genre_scores_gemma":[0.9993798,0.000040844476,0.00022653698,0.00015736243,0.000104868624,0.000032739874,8.0636494e-7,0.0000074630498,0.00004956936],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99853027,0.0001440166,0.00047685133,0.00035226298,0.000187067,0.0003095434],"domain_scores_gemma":[0.9994159,0.00022961161,0.00014519507,0.000083878374,0.000103714905,0.00002175177],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020897386,0.00010916741,0.00016324177,0.00057121855,0.0002522145,0.00010248878,0.000078227335,0.000061229155,0.000009513906],"category_scores_gemma":[0.000768075,0.0001253428,0.0000059989666,0.0018948407,0.00032255793,0.00068304606,0.00007496917,0.0001848092,4.104557e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000019046989,0.000012861212,0.5488298,0.000016132937,4.5489918e-7,0.0000018075074,0.44994804,0.0000055309965,0.000028427214,0.00023490288,0.00001415613,0.00090598426],"study_design_scores_gemma":[0.00032552285,0.000004974652,0.955286,0.0008597052,6.2762155e-7,3.225125e-7,0.041123252,0.001881412,0.00005801166,0.00022698173,0.00009774679,0.0001353941],"about_ca_topic_score_codex":0.04617071,"about_ca_topic_score_gemma":0.2006774,"teacher_disagreement_score":0.4088248,"about_ca_system_score_codex":0.00017038974,"about_ca_system_score_gemma":0.00005242271,"threshold_uncertainty_score":0.96018094},"labels":[],"label_agreement":null},{"id":"W2900433212","doi":"10.1093/geroni/igy023.1646","title":"PRELIMINARY RESULTS FROM THE SYNERGIC TRIAL: A MULTIMODAL INTERVENTION FOR MILD COGNITIVE IMPAIRMENT","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Vitamin D Research Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; Western University; Concordia University; Université de Montréal; University of Alberta; University of British Columbia; Wilfrid Laurier University","funders":"","keywords":"Cognitive training; Cognition; Dementia; Physical therapy; Physical medicine and rehabilitation; Medicine; Placebo; Cognitive Intervention; Randomized controlled trial; Psychological intervention; Cognitive decline; Psychology; Internal medicine; Psychiatry; Pathology","score_opus":0.06161533686134092,"score_gpt":0.3874377338608163,"score_spread":0.3258223969994754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900433212","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9885301,0.00008606304,0.0024433753,0.0060992767,0.0003523402,0.0020307233,0.000057536305,0.00004210026,0.0003584795],"genre_scores_gemma":[0.997152,0.0000075298776,0.0007124229,0.0004337208,0.0006502714,0.00044721717,0.00023580538,0.00001370423,0.00034735838],"study_design_codex":"randomized_trial","study_design_gemma":"observational","domain_scores_codex":[0.9986573,0.00007917562,0.00056618435,0.0002498511,0.0002426212,0.00020486386],"domain_scores_gemma":[0.9982413,0.00077878666,0.00017460581,0.00016339208,0.00062428036,0.000017630326],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013692005,0.00009886751,0.00015728718,0.00022276452,0.00013784565,0.000024378245,0.00007501285,0.00004581625,0.00001776361],"category_scores_gemma":[0.003092545,0.00006884928,0.000050732375,0.0006931402,0.00013566956,0.00008736106,0.00009039186,0.00016835851,0.0000121936655],"study_design_candidate":"randomized_trial","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.6233775,0.0043399525,0.037198693,0.00063449796,0.0014767413,0.00008870972,0.076922975,0.000029628756,0.0072508287,0.0018386509,0.06700703,0.17983478],"study_design_scores_gemma":[0.28621688,0.011226684,0.6498594,0.0045409757,0.00013707134,0.0000068497748,0.016006202,0.011860618,0.01568492,0.002277199,0.0018550947,0.00032806676],"about_ca_topic_score_codex":0.00025958032,"about_ca_topic_score_gemma":0.000044660108,"teacher_disagreement_score":0.61266077,"about_ca_system_score_codex":0.00012004744,"about_ca_system_score_gemma":0.000045937784,"threshold_uncertainty_score":0.37022886},"labels":[],"label_agreement":null},{"id":"W2900445724","doi":"10.1093/geroni/igy023.1002","title":"A WEIGHTY MATTER: THE DOSE RESPONSE RELATIONSHIP BETWEEN OBESITY AND PREVALENCE OF COPD AMONG NEVER SMOKERS","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health and Well-being Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; University of Toronto","funders":"","keywords":"Medicine; COPD; Behavioral Risk Factor Surveillance System; Obesity; Logistic regression; Odds ratio; Body mass index; Risk factor; Internal medicine; Demography; Gerontology; Physical therapy; Environmental health; Population","score_opus":0.046844212531611466,"score_gpt":0.3597352312002903,"score_spread":0.3128910186686788,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900445724","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99226695,0.00007996468,0.0002856906,0.004465603,0.00018076194,0.0002038604,0.0000051581637,0.000019144576,0.0024928597],"genre_scores_gemma":[0.9979386,0.0000023395796,0.00010250419,0.0009901545,0.00008692705,0.000020035017,0.0000018581579,0.0000069143753,0.0008506715],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99880695,0.0003208666,0.00042190435,0.00017156768,0.00010384574,0.00017487032],"domain_scores_gemma":[0.99856395,0.00089899416,0.00018974689,0.00021251802,0.0001201131,0.000014693716],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020193679,0.000072497605,0.00010835068,0.0002123636,0.00018426805,0.000011019689,0.00009179628,0.000061125924,0.00007946866],"category_scores_gemma":[0.00038946883,0.000058999205,0.000009489167,0.0008248257,0.00028002894,0.00012498208,0.000042042582,0.00018560918,0.00004087003],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006749234,0.0000106907355,0.98573655,0.00005595517,0.000007844365,7.523706e-7,0.00699891,3.2396264e-7,0.000016691869,0.004147339,0.0025006384,0.0004567898],"study_design_scores_gemma":[0.00031481736,0.000027118222,0.99645716,0.00008750836,0.000006888167,9.886616e-7,0.0003040485,0.00000658555,0.000046425528,0.0016114715,0.0010782584,0.000058748126],"about_ca_topic_score_codex":0.00028539394,"about_ca_topic_score_gemma":0.000014695881,"teacher_disagreement_score":0.01072057,"about_ca_system_score_codex":0.00003259076,"about_ca_system_score_gemma":0.000028053282,"threshold_uncertainty_score":0.24059178},"labels":[],"label_agreement":null},{"id":"W2900448715","doi":"10.1093/geroni/igy023.2647","title":"COMMUNITY-BASED COMPREHENSIVE GERIATRIC ASSESSMENT CLINICAL DECISION ALGORITHMS AND PRACTICE GUIDELINES","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ottawa Hospital; Bruyère","funders":"","keywords":"Context (archaeology); Geriatrics; Outreach; Clinical Practice; Consistency (knowledge bases); Medicine; Medical education; Psychology; Nursing; Computer science; Artificial intelligence; Psychiatry","score_opus":0.17520345335961232,"score_gpt":0.49907708386299443,"score_spread":0.32387363050338214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900448715","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8620764,0.00008471016,0.10093595,0.032899518,0.000907035,0.0004907768,0.0000041925045,0.00010671569,0.00249473],"genre_scores_gemma":[0.5450988,0.000033342065,0.43159732,0.022566365,0.00052017457,0.000014399082,0.000069537535,0.000020478503,0.00007957359],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9977673,0.00035651165,0.0011606638,0.0002172811,0.00033246542,0.00016572385],"domain_scores_gemma":[0.9938377,0.0021231757,0.00032026274,0.0003829492,0.0032911696,0.00004471391],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031653277,0.00012662662,0.00026074584,0.00048765133,0.00015210449,0.000044867393,0.000092819675,0.0001006177,0.000025240608],"category_scores_gemma":[0.006896738,0.00012000652,0.000022596229,0.0014361119,0.00015613821,0.0002088794,0.000097903554,0.0006028847,0.000016232712],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005733999,0.0008914663,0.1392412,0.00022200111,0.000090060596,0.00008346296,0.0012437431,0.00009872939,0.004799619,0.0010707309,0.045307346,0.80637825],"study_design_scores_gemma":[0.010297899,0.0010062003,0.71143997,0.0011936177,0.000085252774,0.00021134646,0.0026610272,0.036291733,0.0005323499,0.001325283,0.23457885,0.0003765011],"about_ca_topic_score_codex":0.00018468002,"about_ca_topic_score_gemma":0.00001424878,"teacher_disagreement_score":0.8060017,"about_ca_system_score_codex":0.00009915086,"about_ca_system_score_gemma":0.0001846211,"threshold_uncertainty_score":0.8256538},"labels":[],"label_agreement":null},{"id":"W2900593085","doi":"10.1093/geroni/igy031.3433","title":"USING ARTISTIC TAPESTRIES TO EXPLORE STUDENTS’ ATTITUDES TOWARD OLDER ADULTS AND THE AGING PROCESS","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"St. Clair College; University of Windsor","funders":"","keywords":"Social work; The arts; Focus group; Service (business); Psychology; Medical education; Windsor; Gerontology; Sociology; Visual arts; Medicine; Art; Political science","score_opus":0.14642538529502866,"score_gpt":0.4731340266368071,"score_spread":0.32670864134177846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900593085","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98694104,0.00014003906,0.008895534,0.0024603656,0.00031124902,0.00034145318,7.585676e-7,0.000050957566,0.0008585975],"genre_scores_gemma":[0.9981879,0.0000010049537,0.00037246066,0.0008639747,0.00020795532,0.0000969062,0.0000030013714,0.000015424162,0.0002513992],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986253,0.00012607808,0.00035211098,0.0003281495,0.00023542957,0.00033297786],"domain_scores_gemma":[0.9992582,0.00015154175,0.00009153246,0.00020067969,0.000269761,0.000028239909],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009946349,0.000117614574,0.00016602305,0.00034860816,0.00021273448,0.00010158838,0.00023514163,0.000055162523,0.000081327824],"category_scores_gemma":[0.0002519624,0.0000925003,0.000010199648,0.0010888838,0.00033165357,0.00011819252,0.0001137718,0.00023414788,0.000039460647],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020552163,0.00006385943,0.837753,0.00006293309,0.000041874046,0.000016710013,0.14319,0.000011595741,0.000036194604,0.007812706,0.00028258745,0.0105230315],"study_design_scores_gemma":[0.0040433398,0.00007490971,0.9435899,0.00074491155,0.000017466926,0.00005581899,0.04786392,0.0006218191,0.00034625563,0.0020927445,0.00022323981,0.00032567864],"about_ca_topic_score_codex":0.00021154869,"about_ca_topic_score_gemma":0.0000461053,"teacher_disagreement_score":0.105836906,"about_ca_system_score_codex":0.000038770242,"about_ca_system_score_gemma":0.000031885866,"threshold_uncertainty_score":0.37720525},"labels":[],"label_agreement":null},{"id":"W2900765791","doi":"10.1093/geroni/igy031.3709","title":"THE INTERPLAY BETWEEN DAILY POSITIVE EVENTS AND DAILY STRESS SEVERITY ON INFLAMMATION IN ADULTHOOD","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Psychological Well-being and Life Satisfaction","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Psychology; Inflammation; Internal medicine; Young adult; Medicine; Clinical psychology","score_opus":0.01913174485300495,"score_gpt":0.350858231824605,"score_spread":0.33172648697160007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900765791","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98377746,0.000010983633,0.00070921384,0.0015207994,0.00058297237,0.00020403761,0.000009449425,0.000036457262,0.013148636],"genre_scores_gemma":[0.9991205,0.000004529753,0.000058258738,0.00033734046,0.00028467207,0.000028990104,0.000033737568,0.000009070984,0.00012291533],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99864036,0.00025770703,0.00046729052,0.00028230238,0.00013837893,0.00021397995],"domain_scores_gemma":[0.9992378,0.00028324718,0.00018584414,0.00017886807,0.00009523106,0.000019014717],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00086957944,0.00011297584,0.00011639274,0.00029513414,0.0001394704,0.00004060139,0.00010597272,0.00011205542,0.000035425208],"category_scores_gemma":[0.00018165112,0.00009215254,0.000011233339,0.00078455685,0.000074091884,0.00014646635,0.000032383028,0.00034099023,0.00005748705],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013243948,0.00003552712,0.840386,0.000005528741,0.000017156011,0.000003300114,0.006691571,0.000004253077,0.00037773183,0.008586664,0.00019564429,0.1435642],"study_design_scores_gemma":[0.0007037421,0.00010490267,0.9917119,0.0001697959,0.000002296484,0.0000021623296,0.0009920864,0.00006379162,0.0005207561,0.0051976168,0.0004279553,0.00010298978],"about_ca_topic_score_codex":0.00023301547,"about_ca_topic_score_gemma":0.00015765787,"teacher_disagreement_score":0.15132591,"about_ca_system_score_codex":0.00008232495,"about_ca_system_score_gemma":0.000008771235,"threshold_uncertainty_score":0.37578717},"labels":[],"label_agreement":null},{"id":"W2900784622","doi":"10.1093/geroni/igy031.3594","title":"MIGRATION OF U.S. AND CANADA RETIREES TO LATIN AMERICAN COLONIAL CITIES: LESSONS LEARNED","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Immigration; Colonialism; Feeling; Government (linguistics); Latin Americans; Grandparent; Estate; Real estate; Economic growth; Political science; Demographic economics; Geography; Sociology; Psychology; Economics; Social psychology","score_opus":0.03304821578331322,"score_gpt":0.34146742839618194,"score_spread":0.3084192126128687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900784622","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97443044,0.0000018730517,0.0004828763,0.023362193,0.000081522805,0.00008380429,0.0000072441626,0.000012690978,0.0015373395],"genre_scores_gemma":[0.9978554,0.000009262349,0.0006134833,0.0009228491,0.00007932612,0.0000051615257,0.000006741164,0.0000032094536,0.0005045231],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993705,0.00005364274,0.00020995543,0.00009406043,0.00017117351,0.00010062786],"domain_scores_gemma":[0.99951446,0.00005056144,0.00011690751,0.00005148157,0.0002461132,0.000020492498],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035616383,0.000038418202,0.00007319855,0.0001512864,0.00012668916,0.000027288841,0.00005250353,0.000019213252,0.000029191035],"category_scores_gemma":[0.00032642207,0.00004323704,0.0000035864118,0.0012304535,0.00016277983,0.000065763714,0.000011837182,0.000044612363,6.0132226e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000202353,0.000015161211,0.46699718,0.000011297272,0.0000058870105,8.1670413e-7,0.16530874,0.00012366346,0.0033307127,0.32343766,0.004141032,0.036607597],"study_design_scores_gemma":[0.00049671077,0.00012508262,0.6132455,0.00013307684,0.0000061017336,2.4255192e-7,0.0927092,0.009058187,0.0016596131,0.0031448537,0.27903253,0.00038890503],"about_ca_topic_score_codex":0.88112354,"about_ca_topic_score_gemma":0.99768156,"teacher_disagreement_score":0.32029283,"about_ca_system_score_codex":0.00010585722,"about_ca_system_score_gemma":0.00034376542,"threshold_uncertainty_score":0.17631553},"labels":[],"label_agreement":null},{"id":"W2900834436","doi":"10.1093/geroni/igy031.3492","title":"IMPACT OF STATINS ON THE COGNITIVE BENEFITS OF AEROBIC TRAINING IN OLDER ADULTS","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Montreal Heart Institute; Université de Montréal","funders":"","keywords":"Stroop effect; Moderation; Cognition; Aerobic exercise; Medicine; Physical therapy; Psychology; Physical medicine and rehabilitation; Psychiatry","score_opus":0.049672842717544054,"score_gpt":0.3901589635742285,"score_spread":0.34048612085668445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900834436","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9962507,0.000016518774,0.000027580678,0.0004034075,0.0000776819,0.00047138063,0.000015011732,0.0000054109046,0.0027323342],"genre_scores_gemma":[0.9989284,0.0000073569195,0.000060321156,0.0008851077,0.000064058964,0.000015481692,0.000024884665,0.000007188686,0.000007146623],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99908483,0.00003848028,0.00046771797,0.00009778736,0.00014377844,0.000167404],"domain_scores_gemma":[0.9993119,0.0001833548,0.00017570976,0.00007602703,0.00022813471,0.000024843775],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006690912,0.00005923351,0.00017551055,0.0003658072,0.000020201074,0.0000014380126,0.000021068709,0.000030089075,0.00003728641],"category_scores_gemma":[0.00026749066,0.000043347278,0.000022353599,0.0011549772,0.0000456648,0.000034452314,0.000007642026,0.00014637191,0.0000021321705],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001324067,0.00032391437,0.650562,0.0005177115,0.000020625293,0.0000035612384,0.096670896,0.000026550206,0.001884735,0.0037031656,0.00013707083,0.24482569],"study_design_scores_gemma":[0.0021319767,0.00046311694,0.9848245,0.002915824,0.0000029530968,0.0000036988386,0.006001163,0.00010105921,0.003472866,0.000042331005,0.0000045928173,0.00003592397],"about_ca_topic_score_codex":0.00065787917,"about_ca_topic_score_gemma":0.00011418655,"teacher_disagreement_score":0.3342625,"about_ca_system_score_codex":0.00011925024,"about_ca_system_score_gemma":0.00029232664,"threshold_uncertainty_score":0.17676507},"labels":[],"label_agreement":null},{"id":"W2900916946","doi":"10.1093/geroni/igy031.3460","title":"ENHANCING SUICIDE RISK ASSESSMENT WITH A BRIEF VERSION OF THE REASONS FOR LIVING SCALE-OLDER ADULT VERSION (RFL-OA)","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Construct validity; Suicidal ideation; Psychology; Poison control; Suicide prevention; Scale (ratio); Clinical psychology; Construct (python library); Injury prevention; Population; Human factors and ergonomics; Suicide attempt; Psychometrics; Gerontology; Medicine; Medical emergency; Environmental health","score_opus":0.017931641161099295,"score_gpt":0.3247240605870243,"score_spread":0.306792419425925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900916946","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97991014,0.000028641602,0.013305916,0.00082254154,0.000541618,0.0003668863,0.000011151199,0.000036753834,0.004976326],"genre_scores_gemma":[0.99660623,0.000004592667,0.002415332,0.000522837,0.00013257877,0.000049922586,0.000007789038,0.000018844401,0.00024187258],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99874,0.00010590795,0.00039799753,0.00028049073,0.0002234778,0.00025210198],"domain_scores_gemma":[0.9982961,0.00041294983,0.0003614745,0.00028572534,0.00062992855,0.000013848214],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00081408734,0.00012574681,0.00017535969,0.00024554913,0.00029342232,0.00001995248,0.00014958925,0.00006550164,0.00011641691],"category_scores_gemma":[0.00028105974,0.00009582783,0.000038728263,0.0011009587,0.00009739509,0.00013597352,0.00008632254,0.00020396555,0.000009891259],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010395431,0.00008255155,0.9792504,0.00003605712,0.00006822319,9.1126964e-7,0.008482785,0.000012927226,0.005565676,0.0020160421,0.0020683408,0.0023121745],"study_design_scores_gemma":[0.001455049,0.00016720113,0.9765351,0.0004326785,0.000049052152,0.000004165386,0.010295756,0.00033951478,0.00975031,0.00025426396,0.00054186466,0.00017504818],"about_ca_topic_score_codex":0.00092559337,"about_ca_topic_score_gemma":0.00073074136,"teacher_disagreement_score":0.016696066,"about_ca_system_score_codex":0.00010738061,"about_ca_system_score_gemma":0.00004792095,"threshold_uncertainty_score":0.39077455},"labels":[],"label_agreement":null},{"id":"W2900969642","doi":"10.1093/geroni/igy031.3638","title":"MEDICATION REVIEW IN PREVENTING FALL-RELATED INJURIES IN OLDER ADULTS-A SYSTEMATIC REVIEW AND META-ANALYSIS","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; CINAHL; Meta-analysis; Psychological intervention; Data extraction; Fall prevention; Systematic review; Scopus; MEDLINE; Intervention (counseling); Adverse effect; Poison control; Injury prevention; Physical therapy; Emergency medicine; Internal medicine; Psychiatry","score_opus":0.11665676855121122,"score_gpt":0.4392417866699356,"score_spread":0.32258501811872436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900969642","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32437727,0.5944354,0.00041698146,0.068737835,0.00014174786,0.009313165,0.000005714795,0.000087907545,0.0024839977],"genre_scores_gemma":[0.9794773,0.008573112,0.00023067919,0.01131936,0.0000093618255,0.00020009934,0.000041741303,0.000009104446,0.00013924306],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99742144,0.00029830058,0.0016278571,0.00023888606,0.00026531727,0.00014818023],"domain_scores_gemma":[0.998766,0.00022128105,0.00058218744,0.00021646848,0.00018762265,0.000026414902],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003682126,0.00012344828,0.0011729836,0.00067425234,0.000023706005,0.000012464263,0.000063997904,0.000046889614,0.00025343092],"category_scores_gemma":[0.0022474627,0.00009258184,0.00008474655,0.0043540588,0.000038748563,0.00027206473,0.00003567606,0.00026663972,0.000010969221],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020903499,0.0002225489,0.25522414,0.732993,0.007289519,0.000010922398,0.002170058,0.0000017238365,0.000021011278,0.0012371489,0.00013757199,0.0006714198],"study_design_scores_gemma":[0.0039179404,0.00011650178,0.20353594,0.39534304,0.38778982,0.000032895256,0.0007277293,0.0064697005,0.00012664606,0.0006416203,0.0005131927,0.0007849998],"about_ca_topic_score_codex":0.000080581805,"about_ca_topic_score_gemma":0.0000678298,"teacher_disagreement_score":0.65510005,"about_ca_system_score_codex":0.000059939695,"about_ca_system_score_gemma":0.000026433509,"threshold_uncertainty_score":0.37753776},"labels":[],"label_agreement":null},{"id":"W2901041964","doi":"10.1093/geroni/igy031.3616","title":"PROFILES OF OLDER HOMELESS ADULTS WITH CHRONIC MENTAL HEALTH PROBLEMS IN LOS ANGELES COUNTY","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Gerontology; Ethnic group; Quarter (Canadian coin); Population; Medicine; Mental illness; Psychology; Psychiatry; Environmental health; Geography","score_opus":0.03143598783431632,"score_gpt":0.37922082100517046,"score_spread":0.3477848331708541,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901041964","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9970703,0.0002719043,0.0002071047,0.000349662,0.00020488635,0.0010990071,0.00007184325,0.000037869784,0.00068743335],"genre_scores_gemma":[0.9991391,0.00004198723,0.00014553583,0.00012959985,0.00020659802,0.00018175393,0.00009625476,0.000021611233,0.000037588386],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981889,0.00017363191,0.00080671447,0.00021276803,0.00023410284,0.00038388223],"domain_scores_gemma":[0.9989929,0.000051294053,0.00045406664,0.00013383072,0.00034447626,0.000023394847],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008727046,0.00011727841,0.00038403866,0.00039078254,0.00021983187,0.000007248997,0.00010259218,0.000092901435,0.00007916332],"category_scores_gemma":[0.000023996614,0.000100432524,0.000009475611,0.0016536193,0.000111399364,0.00018331669,0.000041357358,0.00029963226,0.000003932899],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037564412,0.000099674726,0.8945183,0.0016190324,0.0000067536357,7.9007526e-7,0.09071433,0.000008464904,0.000290139,0.0054952153,0.00014260427,0.0070670955],"study_design_scores_gemma":[0.0037744795,0.00021743149,0.8672366,0.0118402,0.0000020210346,1.8581545e-7,0.11357567,0.0005392836,0.0008115901,0.0004930342,0.0012303197,0.00027915242],"about_ca_topic_score_codex":0.0038165916,"about_ca_topic_score_gemma":0.080914,"teacher_disagreement_score":0.0770974,"about_ca_system_score_codex":0.00045516525,"about_ca_system_score_gemma":0.0004981293,"threshold_uncertainty_score":0.93585694},"labels":[],"label_agreement":null},{"id":"W2901081926","doi":"10.1093/geroni/igy031.3643","title":"OLDER PEOPLE WITH SARCOPENIA IN VIETNAM: WHO ARE AT HIGHER RISK OF HAVING FRAILTY?","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Sarcopenia; Medicine; Grip strength; Gerontology; Comorbidity; Geriatric Depression Scale; Malnutrition; Depression (economics); Physical therapy; Demography; Internal medicine; Cognition; Psychiatry; Depressive symptoms","score_opus":0.03502513404449883,"score_gpt":0.3352237342774484,"score_spread":0.3001986002329496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901081926","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9913483,0.00010541219,0.0005164337,0.0040261573,0.00015365696,0.00033184848,0.000003962126,0.000037102873,0.0034770877],"genre_scores_gemma":[0.99468994,0.000018163752,0.002536367,0.0017610948,0.00015715223,0.000027244927,0.000016024853,0.000022718245,0.000771315],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99864644,0.000045749723,0.0006021673,0.00022799494,0.00024123136,0.0002364246],"domain_scores_gemma":[0.9990518,0.00004780178,0.00032929782,0.00021031669,0.0003263561,0.00003444149],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056061655,0.000109551744,0.00031064506,0.00067308993,0.00008259917,0.000011406158,0.000058494414,0.00006801766,0.00049458427],"category_scores_gemma":[0.00007698815,0.00010005811,0.000014892847,0.0020621023,0.000068322435,0.0001319425,0.000040607334,0.00028078404,0.000022717171],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010601204,0.000068242596,0.9920947,0.00026310052,0.0000070012998,0.000009557432,0.002285646,0.0000044631033,0.0017347196,0.00067823636,0.0012072977,0.0015410314],"study_design_scores_gemma":[0.0029195915,0.00006478451,0.98681134,0.0028452987,0.000008739121,0.000009572724,0.0005136545,0.0003237503,0.0027239204,0.00017606652,0.0034918666,0.00011142826],"about_ca_topic_score_codex":0.0002685507,"about_ca_topic_score_gemma":0.0010063509,"teacher_disagreement_score":0.005283365,"about_ca_system_score_codex":0.00020053054,"about_ca_system_score_gemma":0.000061797415,"threshold_uncertainty_score":0.5415351},"labels":[],"label_agreement":null},{"id":"W2901091363","doi":"10.1093/geroni/igy031.3585","title":"LONG-TERM INCREASES IN DAILY STRESS REACTIVITY PREDICTS WELL-BEING: FINDINGS FROM DAISI MEASUREMENT BURST DATA","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Multilevel model; Structural equation modeling; Psychology; Term (time); Affect (linguistics); Linear regression; Statistics; Regression analysis; Regression; Developmental psychology; Econometrics; Clinical psychology; Mathematics","score_opus":0.0875216624965474,"score_gpt":0.3641186454511399,"score_spread":0.2765969829545925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901091363","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.989603,0.00005557907,0.0002784999,0.0033320873,0.00046813965,0.00024983354,0.000040364284,0.000057225145,0.005915297],"genre_scores_gemma":[0.9978914,0.000039850132,0.000120846074,0.0012134988,0.00050487614,0.00001344871,0.00014155732,0.000010504445,0.00006400035],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99780273,0.00018806287,0.0005264974,0.0003763464,0.00067901285,0.00042734516],"domain_scores_gemma":[0.99893415,0.00023388864,0.00015841272,0.00038756247,0.00022457232,0.00006142566],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031232983,0.000112779606,0.0001833248,0.00032289862,0.00031522012,0.00015243844,0.0004803845,0.00009414857,0.00015364276],"category_scores_gemma":[0.001768708,0.00012285843,0.000010732958,0.0013737968,0.00015149744,0.00089566613,0.00018221376,0.00021714588,0.000016410428],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013166495,0.00007490591,0.987984,0.000039863535,0.000005462352,0.0000075780076,0.004252907,0.0000010451287,0.000058943282,0.0036224541,0.0006015202,0.00333815],"study_design_scores_gemma":[0.00040113,0.000007743809,0.99139535,0.0005621314,0.0000035800851,1.46776e-7,0.0017361668,0.00008740315,0.0002931661,0.00079352554,0.004587865,0.00013178097],"about_ca_topic_score_codex":0.08736075,"about_ca_topic_score_gemma":0.08258151,"teacher_disagreement_score":0.008288444,"about_ca_system_score_codex":0.00044396904,"about_ca_system_score_gemma":0.0003538553,"threshold_uncertainty_score":0.934159},"labels":[],"label_agreement":null},{"id":"W2901459024","doi":"10.1093/geroni/igy031.3424","title":"COSTS ASSOCIATED WITH PRESSURE WOUNDS IN THE U.S. INPATIENT HOSPITAL POPULATION","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Pressure Ulcer Prevention and Management","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Abbott (Canada)","funders":"","keywords":"Medicine; Quartile; Medicaid; Propensity score matching; Population; Emergency medicine; Incidence (geometry); Health care; Internal medicine; Confidence interval; Environmental health","score_opus":0.03072651529062192,"score_gpt":0.3707459625660541,"score_spread":0.34001944727543215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901459024","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97269845,0.000015671869,0.0015102021,0.0034499953,0.0006181601,0.001383867,0.0000041240914,0.00007504999,0.020244483],"genre_scores_gemma":[0.99648505,0.0000012194407,0.00008625091,0.0022696014,0.000104325016,0.00020019726,0.00010298309,0.000010762388,0.00073961564],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99835396,0.00042151706,0.0005210445,0.0001762408,0.00028328123,0.00024396584],"domain_scores_gemma":[0.9991423,0.00011402129,0.0003111074,0.00019215849,0.0002297811,0.000010617774],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001769161,0.000088742105,0.00010778152,0.0003563814,0.00023929242,0.000021027288,0.0001451816,0.00007742239,0.00012054331],"category_scores_gemma":[0.000273276,0.00006601644,0.000009462774,0.0016118693,0.000028591765,0.00022970793,0.00006262163,0.0003565832,0.000021224148],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020592466,0.00014409282,0.95112705,0.0000380583,0.000021374222,0.0000022490315,0.011694617,0.000044585027,0.000015159251,0.029090887,0.0046139765,0.0031873535],"study_design_scores_gemma":[0.0009505255,0.000057358997,0.98012996,0.00033186743,0.000008436721,9.1794014e-8,0.0018612642,0.00053783436,0.0000047173253,0.0012541695,0.014768394,0.00009536244],"about_ca_topic_score_codex":0.00059829745,"about_ca_topic_score_gemma":0.0022430958,"teacher_disagreement_score":0.029002924,"about_ca_system_score_codex":0.00018372963,"about_ca_system_score_gemma":0.000036938796,"threshold_uncertainty_score":0.2692072},"labels":[],"label_agreement":null},{"id":"W2901505861","doi":"10.1093/geroni/igy031.3435","title":"VALIDATING THE RESIDENT VIEW: RESIDENT PERSPECTIVES ABOUT PERSON-DIRECTED CARE IN NURSING HOMES","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Scale (ratio); Gerontology; Psychology; Quality of life (healthcare); Confirmatory factor analysis; Discriminant validity; Stratified sampling; Activities of daily living; Medicine; Nursing; Clinical psychology; Psychometrics; Psychiatry; Structural equation modeling","score_opus":0.04049217519567471,"score_gpt":0.4155200084583404,"score_spread":0.3750278332626657,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901505861","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9725608,0.0029355767,0.000126569,0.006476784,0.0014662545,0.00065003,0.000004061635,0.00015798678,0.015621907],"genre_scores_gemma":[0.9975086,0.000064362604,0.0004158279,0.00026151582,0.00084485876,0.00008151518,0.000020993193,0.000029196925,0.00077314064],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99748427,0.0005749893,0.0007506991,0.00036668943,0.0003233896,0.00049999024],"domain_scores_gemma":[0.9981524,0.00039173572,0.00034235427,0.0003168194,0.0007722997,0.000024404428],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013653662,0.00016531794,0.00024493254,0.0008287652,0.00083050574,0.00005200456,0.00019840512,0.0001217227,0.0002287579],"category_scores_gemma":[0.0007302081,0.00013839587,0.000033244527,0.0030379505,0.00013305075,0.00020440051,0.000046422298,0.0006495973,0.000040698247],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006284262,0.000023248464,0.10665225,0.00011117952,0.00000862008,0.0000059961767,0.8559332,0.000013063917,0.0009298257,0.0049032285,0.015398814,0.015957706],"study_design_scores_gemma":[0.0005785475,0.000030752333,0.3796384,0.0021507156,0.0000075008547,0.0000014555533,0.61428857,0.00008590295,0.00037439005,0.0008141489,0.0018792362,0.00015036167],"about_ca_topic_score_codex":0.002265048,"about_ca_topic_score_gemma":0.0014081915,"teacher_disagreement_score":0.27298614,"about_ca_system_score_codex":0.001244484,"about_ca_system_score_gemma":0.00029078813,"threshold_uncertainty_score":0.6387663},"labels":[],"label_agreement":null},{"id":"W2901527435","doi":"10.1093/geroni/igy031.3422","title":"CHARACTERIZING THE USE AND DOCUMENTATION OF ADVANCED DIRECTIVES IN FOUR DIVERSE ASSISTED LIVING FACILITIES","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Documentation; Palliative care; Gerontology; Descriptive statistics; Medicine; Population; Descriptive research; Health care; Family medicine; Psychology; Nursing; Environmental health; Sociology","score_opus":0.16591890563175912,"score_gpt":0.40374263382589093,"score_spread":0.2378237281941318,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901527435","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99895173,0.00007090663,0.00021930963,0.00022365217,0.00006874146,0.00011680255,0.0000035207963,0.000009038021,0.0003363023],"genre_scores_gemma":[0.9984869,0.00007253549,0.0011862813,0.00011368924,0.000027304159,0.000007937557,0.000005429907,0.0000036374329,0.00009630818],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994292,0.00004294534,0.00027589605,0.00008739597,0.000094406205,0.00007015492],"domain_scores_gemma":[0.9993282,0.00026198002,0.00014184219,0.00006564322,0.0001964711,0.0000058387786],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026173622,0.000051599407,0.00012357214,0.00025732038,0.000024931609,0.000011137611,0.000022497834,0.00001948933,0.000013710673],"category_scores_gemma":[0.000789565,0.000041849406,0.000008799198,0.00054747297,0.00008440599,0.0003601362,0.000024263985,0.00006122998,4.2358278e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003529345,0.000013139612,0.8599329,0.00006767838,0.000010252256,0.000001238425,0.02708628,0.0000031209363,0.09759878,0.00026207074,0.0000049299783,0.014984341],"study_design_scores_gemma":[0.0004047854,0.000034423876,0.96209145,0.0014009536,0.00000454628,0.0000010358946,0.012533624,0.00012455594,0.022588111,0.000052730153,0.00072326104,0.00004051898],"about_ca_topic_score_codex":0.00032730424,"about_ca_topic_score_gemma":0.00009174947,"teacher_disagreement_score":0.10215858,"about_ca_system_score_codex":0.00004146017,"about_ca_system_score_gemma":0.0000152016455,"threshold_uncertainty_score":0.17065692},"labels":[],"label_agreement":null},{"id":"W2901613162","doi":"10.1093/geroni/igy031.3647","title":"PEER EDUCATION AND SUPPORT FOR HEALTHY AGING – A COMMUNITY BASED PARTICIPATORY APPROACH","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Participatory action research; Citizen journalism; Community-based participatory research; General partnership; Health literacy; Literacy; Medical education; Psychology; Population; Population ageing; Gerontology; Health care; Medicine; Public relations; Sociology; Pedagogy; Computer science; Environmental health; Political science","score_opus":0.6936344359217855,"score_gpt":0.6526191497003816,"score_spread":0.041015286221403935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901613162","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93429536,0.000017536473,0.045658935,0.0046791057,0.00031553212,0.0006213483,0.00000358692,0.00007212543,0.014336473],"genre_scores_gemma":[0.9805219,8.9265154e-7,0.016012471,0.0023592259,0.0002441603,0.00030547235,0.000020697651,0.000011460477,0.0005236952],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973086,0.0013725403,0.00034692694,0.00016693368,0.00040151077,0.0004034536],"domain_scores_gemma":[0.9981554,0.00054702157,0.000120928155,0.00017695894,0.0009120612,0.00008762628],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.020348703,0.000073853465,0.00011744323,0.00040002662,0.00086893135,0.00009497323,0.00015285503,0.000060921713,0.00003067013],"category_scores_gemma":[0.004236877,0.000084100044,0.0000130172575,0.0013047992,0.00040628694,0.0003011382,0.000038632792,0.00024914145,0.000004044315],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012076554,0.0012042079,0.36830893,0.00047179384,0.000019575114,6.340823e-7,0.23733953,0.000026046384,0.003678457,0.23157959,0.006559184,0.15069129],"study_design_scores_gemma":[0.0028227477,0.0006111759,0.17511705,0.00026184766,0.000026476468,0.0000014163292,0.09413752,0.02638394,0.0069837943,0.02962829,0.66313607,0.0008896861],"about_ca_topic_score_codex":0.0010016948,"about_ca_topic_score_gemma":0.0003727001,"teacher_disagreement_score":0.6565769,"about_ca_system_score_codex":0.00022323112,"about_ca_system_score_gemma":0.001153598,"threshold_uncertainty_score":0.70524955},"labels":[],"label_agreement":null},{"id":"W2901705209","doi":"10.1093/geroni/igy031.3410","title":"AN INTERNATIONAL COMPARISON OF PARTICIPATION IN LIFELONG LEARNING AND PROBLEM SOLVING ABILITIES FOR OLDER WORKERS","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Obsolescence; Lifelong learning; Workforce; Aging in the American workforce; Psychology; Information and Communications Technology; Numeracy; Gerontology; Medical education; Medicine; Literacy; Political science; Pedagogy; Economic growth; Business; Economics; Marketing","score_opus":0.17723940459506834,"score_gpt":0.48688556876744826,"score_spread":0.3096461641723799,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901705209","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99469185,0.000007748416,0.0018015275,0.0006529489,0.00015953515,0.0002825177,4.1675474e-7,0.000017931485,0.0023855183],"genre_scores_gemma":[0.9984248,0.000002995921,0.0013366374,0.000026732745,0.000111962574,0.00004634393,0.000008368897,0.0000042540864,0.00003790426],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99903995,0.000086364205,0.00041959746,0.00014157534,0.000169797,0.00014268834],"domain_scores_gemma":[0.9994743,0.00011360231,0.00014524619,0.00004410326,0.00020899449,0.000013793798],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015934962,0.000045439818,0.000088102795,0.00018698386,0.00012863839,0.00005495588,0.000065480155,0.000033742537,0.000028071687],"category_scores_gemma":[0.00032984512,0.00005076601,0.000008037862,0.000413292,0.00016913931,0.00037128117,0.000015161178,0.000059844762,3.283503e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010301438,0.00006282966,0.8932407,0.000026353147,0.0000026193663,1.730859e-8,0.08467566,0.00019151947,0.00029738946,0.009292021,0.0000102564445,0.012190314],"study_design_scores_gemma":[0.0004392297,0.00006415656,0.9177187,0.0001944467,0.0000025944255,2.0364464e-8,0.06920883,0.006378859,0.0009394787,0.0041988743,0.0007544764,0.00010032674],"about_ca_topic_score_codex":0.0010941474,"about_ca_topic_score_gemma":0.0028102074,"teacher_disagreement_score":0.02447799,"about_ca_system_score_codex":0.00012055113,"about_ca_system_score_gemma":0.00004135443,"threshold_uncertainty_score":0.2070178},"labels":[],"label_agreement":null},{"id":"W2905441120","doi":"10.1093/geroni/igy037","title":"Social and Economic Predictors of Worse Frailty Status Occurrence Across Selected Countries in North and South America and Europe","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Institute on Minority Health and Health Disparities; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Demography; Poisson regression; Gerontology; Social vulnerability; Medicine; Vulnerability (computing); Incidence (geometry); Stressor; Population; Psychological intervention; Environmental health","score_opus":0.025311461575152176,"score_gpt":0.3111261915234014,"score_spread":0.2858147299482492,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2905441120","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9991549,0.000056565208,0.000042268133,0.0003195327,0.000072431314,0.00016445977,0.0000888562,0.000022303591,0.00007867031],"genre_scores_gemma":[0.99949294,0.000045580466,0.00014880294,0.00016254057,0.00007498846,0.0000052046603,0.000042461783,0.000007867837,0.000019602809],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99910855,0.000024243487,0.00037317467,0.00020545587,0.00008624353,0.00020235703],"domain_scores_gemma":[0.999479,0.00005209857,0.00016353787,0.00007071528,0.00020795943,0.000026685317],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000114345836,0.00009520503,0.00019498386,0.00021648362,0.000055221975,0.00002532569,0.000028204193,0.000038794107,0.00000999012],"category_scores_gemma":[0.00024697237,0.00009916385,0.0000034770292,0.00095880625,0.00043432738,0.0001421393,0.0000521079,0.00014949226,0.0000017693909],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060479706,0.000010941672,0.97464424,0.00006587835,0.000008954371,0.0000022186034,0.021175139,0.0000018840657,0.0003465365,0.000035764122,0.00018327625,0.003464684],"study_design_scores_gemma":[0.0013034003,0.00007891545,0.99555165,0.00008675473,0.0000052888226,0.0000044382873,0.00077901094,0.0004021371,0.00024175634,0.00001413166,0.0014489931,0.0000835163],"about_ca_topic_score_codex":0.00026402628,"about_ca_topic_score_gemma":0.0007016629,"teacher_disagreement_score":0.020907413,"about_ca_system_score_codex":0.000047500103,"about_ca_system_score_gemma":0.000102024926,"threshold_uncertainty_score":0.40437844},"labels":[],"label_agreement":null},{"id":"W2953438631","doi":"10.1093/geroni/igz015","title":"Sex Differences in Depression as a Risk Factor for Alzheimer’s Disease: A Systematic Review","year":2019,"lang":"en","type":"review","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Health Sciences Centre; Centre for Family Medicine; Sunnybrook Health Science Centre","funders":"Department of Family and Community Medicine, University of Toronto; Canadian Institutes of Health Research; Consortium canadien en neurodégénérescence associée au vieillissement","keywords":"PsycINFO; Depression (economics); Meta-analysis; Association (psychology); Observational study; Disease; Clinical psychology; Systematic review; Psychology; MEDLINE; Risk factor; Medicine; Internal medicine; Biology; Psychotherapist","score_opus":0.1305208089552676,"score_gpt":0.43985037020506096,"score_spread":0.3093295612497934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2953438631","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00017781061,0.98819816,0.00017135972,0.00006605178,0.000095256895,0.010884365,0.00007622198,0.000026745258,0.0003040021],"genre_scores_gemma":[0.0027401086,0.99287546,0.00003786248,0.00023687538,0.000050575763,0.0030874466,0.0002788566,0.00003796783,0.00065484905],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9968367,0.00036827658,0.0014959978,0.00046189208,0.0005176958,0.00031939437],"domain_scores_gemma":[0.9981002,0.00050694996,0.0007384546,0.000358193,0.00023616944,0.000060017406],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013039861,0.0003147815,0.0021700868,0.0010604251,0.000039233302,0.000047122205,0.00017524001,0.00010995452,0.00026202257],"category_scores_gemma":[0.0017256133,0.00021816752,0.0001992377,0.0016020216,0.000021560436,0.00010527712,0.00007482815,0.00045153598,0.00006781676],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007941275,0.00006212413,0.0098232245,0.6881245,0.00011404511,0.00001262473,0.000035818608,1.0130231e-8,1.4753721e-7,0.00002811707,0.00003195156,0.30175948],"study_design_scores_gemma":[0.00060749135,0.00005287305,0.0037432858,0.9744768,0.0021863086,0.000008646038,0.000036305017,0.00004049338,8.942773e-7,0.000051582778,0.018561056,0.00023423479],"about_ca_topic_score_codex":0.000013410851,"about_ca_topic_score_gemma":0.0000016793274,"teacher_disagreement_score":0.30152526,"about_ca_system_score_codex":0.00014913299,"about_ca_system_score_gemma":0.00046842426,"threshold_uncertainty_score":0.8896613},"labels":[],"label_agreement":null},{"id":"W2962885030","doi":"10.1093/geroni/igz019","title":"Improving Care for Elders Who Prefer Informal Spaces to Age-Separated Institutions and Health Care Settings","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"New York University; York University; American Sociological Association; Ford Foundation","keywords":"Aging in place; Gerontology; Ethnography; Health care; Demographics; Psychology; Nursing; Sociology; Medicine; Political science","score_opus":0.029370639133291316,"score_gpt":0.3447381841192423,"score_spread":0.315367544985951,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2962885030","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9895051,0.00032415203,0.0018369069,0.0033732627,0.00028311706,0.0009115186,0.0000099647705,0.000071223956,0.0036847186],"genre_scores_gemma":[0.9970308,0.000020744763,0.001128134,0.0011582865,0.00011449801,0.00005627937,0.00004384052,0.0000062244935,0.0004411846],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99912006,0.000022979842,0.00027851158,0.00017569939,0.00015082845,0.00025194566],"domain_scores_gemma":[0.9994022,0.000030834228,0.00013313157,0.00007250823,0.0003287905,0.000032536052],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042577652,0.000084353516,0.00013232257,0.00030950416,0.0006721152,0.00013780329,0.00006971944,0.00004382301,0.0000050845283],"category_scores_gemma":[0.00011835552,0.00008826485,0.000013050019,0.0008784014,0.00004791215,0.0004194552,0.000033149645,0.000082873594,0.0000031404877],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003847405,0.0000031521904,0.04966692,0.00019452433,0.000005564768,2.1038166e-7,0.92022365,0.00023867776,0.000043810214,0.021961749,0.0014168691,0.006241009],"study_design_scores_gemma":[0.0014981716,0.00015167987,0.14332113,0.0005496428,0.000010572087,5.107677e-7,0.41474155,0.00033520206,0.000308282,0.00035240655,0.43814707,0.00058381195],"about_ca_topic_score_codex":0.014132774,"about_ca_topic_score_gemma":0.044810638,"teacher_disagreement_score":0.50548214,"about_ca_system_score_codex":0.00016080578,"about_ca_system_score_gemma":0.00036875586,"threshold_uncertainty_score":0.9924322},"labels":[],"label_agreement":null},{"id":"W2977854348","doi":"10.1093/geroni/igx004.771","title":"AGING: RETHINKING WHAT AND HOW WE TEACH","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health and Well-being Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Curriculum; Specialty; Mandate; Staffing; Nursing; Medical education; Internship; Nurse education; Workload; Gerontological nursing; Psychology; Lifelong learning; Medicine; Pedagogy; Political science; Family medicine","score_opus":0.06925403098828369,"score_gpt":0.3866752480983899,"score_spread":0.3174212171101062,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2977854348","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8069333,0.0015020806,0.00062025915,0.17271207,0.0019654878,0.00016831941,5.716254e-7,0.000079307814,0.016018638],"genre_scores_gemma":[0.9953571,0.00018442492,0.0003630903,0.0021628998,0.00023970584,0.000020477375,0.000002866041,0.000012398266,0.0016570565],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99911606,0.00005521151,0.00021627464,0.00024053598,0.000104284954,0.00026764435],"domain_scores_gemma":[0.9992865,0.00008919773,0.00021871112,0.0003116998,0.00007594107,0.000017986298],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00110755,0.00009251353,0.00013453912,0.00025450403,0.00050612213,0.00035736922,0.00013625079,0.00007151483,0.000018303908],"category_scores_gemma":[0.00028464428,0.00009354586,0.000009011092,0.00020360351,0.00007988824,0.00048472092,0.0000764995,0.0002995635,0.000015411359],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010981143,0.000026674963,0.47615755,0.00011411778,0.000028076363,0.000038663657,0.047939565,0.0000012801034,0.0002658483,0.09246106,0.010006582,0.3729496],"study_design_scores_gemma":[0.0017429228,0.000042052485,0.71550184,0.0011653348,0.000009330663,0.000024793158,0.010363308,0.00013345631,0.00026599917,0.03151369,0.23880596,0.0004312916],"about_ca_topic_score_codex":0.00011704495,"about_ca_topic_score_gemma":0.000031273557,"teacher_disagreement_score":0.3725183,"about_ca_system_score_codex":0.000033811673,"about_ca_system_score_gemma":0.000018393763,"threshold_uncertainty_score":0.38927335},"labels":[],"label_agreement":null},{"id":"W2978343293","doi":"10.1093/geroni/igy023.3120","title":"EVERYDAY MODERATORS AND HEALTH CORRELATES OF PHYSIOLOGICAL SYNCHRONY IN OLDER COUPLES","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Olfactory and Sensory Function Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Closeness; Evening; Psychology; Everyday life; Empathy; Photovoice; Developmental psychology; Perspective (graphical); Clinical psychology; Demography; Social psychology","score_opus":0.16121796091754395,"score_gpt":0.3298282722439382,"score_spread":0.16861031132639423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2978343293","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99870974,0.000042972457,0.00035746887,0.00041874556,0.00019148973,0.000089922025,0.0000015786696,0.000019906112,0.00016815463],"genre_scores_gemma":[0.99914545,0.000028101518,0.00003623996,0.0007185672,0.000028595947,0.0000043586497,8.2743423e-7,0.0000035467615,0.000034311866],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99923056,0.00005544942,0.000321893,0.00018657849,0.000086117085,0.000119419514],"domain_scores_gemma":[0.9996721,0.000091065915,0.000116602845,0.000060627466,0.000050416293,0.000009193518],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025669386,0.00006415296,0.0001355101,0.0002123931,0.000083867104,0.000009540563,0.00003422467,0.000028545506,0.000023312985],"category_scores_gemma":[0.00021533968,0.000055304863,0.0000063767698,0.0007619036,0.00015688861,0.00012459062,0.000029454597,0.00009954347,0.0000035122696],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003401206,0.00011882877,0.7941255,0.00006462815,0.0000031536326,0.0000024417457,0.0057200417,0.00046726552,0.1784947,0.017764844,0.00046672169,0.002737855],"study_design_scores_gemma":[0.0005536658,0.00010720871,0.9527029,0.00011663585,7.016289e-7,0.0000030159254,0.00075044564,0.008991671,0.034813393,0.0016421202,0.00019831146,0.00011995897],"about_ca_topic_score_codex":0.000015922167,"about_ca_topic_score_gemma":0.00001099762,"teacher_disagreement_score":0.15857737,"about_ca_system_score_codex":0.00003016347,"about_ca_system_score_gemma":0.000020515152,"threshold_uncertainty_score":0.22552669},"labels":[],"label_agreement":null},{"id":"W2978877713","doi":"10.1093/geroni/igy031.3676","title":"RESILIENCE AND MENTAL HEALTH AMONG OLDER KOREANS: FOCUSING ON DEPRESSION AND MENTAL WELL-BEING","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health and Wellbeing Research","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Aging","funders":"","keywords":"Mental health; Depression (economics); Resilience (materials science); Psychology; Psychological resilience; Psychiatry; Clinical psychology; Gerontology; Medicine; Psychotherapist","score_opus":0.029805563444777975,"score_gpt":0.42813155384591506,"score_spread":0.3983259904011371,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2978877713","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98430157,0.000103562124,0.00034593418,0.007863519,0.00037365739,0.00078326557,0.000002614405,0.000052448584,0.0061734198],"genre_scores_gemma":[0.9952285,0.000109412686,0.00043789347,0.0036342675,0.00025679637,0.000035680212,0.000019146857,0.000020458623,0.00025782254],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99765855,0.0003315539,0.00067105057,0.0003888286,0.00031871503,0.00063128857],"domain_scores_gemma":[0.99913514,0.00024459898,0.00021351663,0.00016654187,0.00011074511,0.00012947184],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0024123443,0.00012917261,0.00017677058,0.0005435786,0.0015962007,0.000031461175,0.0000794235,0.00010165888,0.00006987222],"category_scores_gemma":[0.00021158092,0.00011909377,0.0000072478047,0.0007988389,0.00016271787,0.00028000615,0.00014685781,0.0006075977,0.000024599954],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043645643,0.000022558228,0.9480509,0.00024136373,0.0000021603814,0.0000019164777,0.015781755,8.1496955e-7,0.0010801511,0.0014029166,0.002405562,0.030966265],"study_design_scores_gemma":[0.0018423132,0.000142713,0.97782445,0.003910132,9.155588e-7,0.0000040390896,0.0054695914,0.0023631463,0.0011899259,0.001072733,0.0059697987,0.0002102428],"about_ca_topic_score_codex":0.00091906654,"about_ca_topic_score_gemma":0.00028458718,"teacher_disagreement_score":0.030756023,"about_ca_system_score_codex":0.00026919873,"about_ca_system_score_gemma":0.00019512238,"threshold_uncertainty_score":0.9997036},"labels":[],"label_agreement":null},{"id":"W2979055315","doi":"10.1093/geroni/igx004.2103","title":"ASSOCIATION BETWEEN FRAILTY AND POSTOPERATIVE COMPLICATIONS IN PATIENTS UNDERGOING ABDOMINAL SURGERY","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Confounding; Logistic regression; Comorbidity; Confidence interval; Observational study; Prospective cohort study; Cohort study; Surgery; Population; Cohort; Odds ratio; Internal medicine","score_opus":0.05250233618081245,"score_gpt":0.3299122658112456,"score_spread":0.27740992963043315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2979055315","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9819334,0.0000075687567,0.0002837723,0.015640048,0.00010253695,0.00027021344,0.000009023367,0.000020951542,0.0017324648],"genre_scores_gemma":[0.9984167,0.000005339202,0.000612992,0.00056444964,0.00004709917,0.00001985263,0.00012398681,0.000011252808,0.000198319],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988912,0.000039488266,0.0004843522,0.00020337183,0.00020850005,0.00017311031],"domain_scores_gemma":[0.99868244,0.00041746433,0.00035378977,0.00023053841,0.00029151345,0.000024236197],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005663322,0.000092593196,0.00021424661,0.0004396863,0.00018180613,0.00007932931,0.00006310444,0.00007789599,0.000009767683],"category_scores_gemma":[0.0024685804,0.00010257047,0.0000144888945,0.0003492933,0.0000381188,0.00036835304,0.000050331357,0.00023371445,0.000008508804],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010114608,0.000040943654,0.98497725,0.00002284914,0.00001656895,0.0000016425513,0.0005528626,0.0000029876994,0.00018002756,0.00027645787,0.00044142883,0.013476869],"study_design_scores_gemma":[0.0015510465,0.000020672602,0.9967595,0.00039475047,0.00000857884,8.5255056e-7,0.00009373609,0.0001401024,0.00027704256,0.00043392825,0.00022602027,0.00009378243],"about_ca_topic_score_codex":0.00020016676,"about_ca_topic_score_gemma":0.00020096831,"teacher_disagreement_score":0.016483288,"about_ca_system_score_codex":0.00039133834,"about_ca_system_score_gemma":0.00008349061,"threshold_uncertainty_score":0.41827023},"labels":[],"label_agreement":null},{"id":"W2982350619","doi":"10.1093/geroni/igz038.414","title":"NEEDS AND EXPERIENCES OF CAREGIVERS TO PERSONS WITH DEMENTIA WHO HAVE LOST THEIR DRIVING PRIVILEGES","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Saint Paul University","funders":"","keywords":"Dementia; Psychoeducation; Feeling; Psychology; Coping (psychology); Qualitative research; Intervention (counseling); Quality of life (healthcare); Medicine; Nursing; Clinical psychology; Psychiatry; Disease; Social psychology","score_opus":0.025945786075112005,"score_gpt":0.33381066123384334,"score_spread":0.30786487515873134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2982350619","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9933168,0.000038483693,0.0004468195,0.0012471796,0.00018939463,0.00048084994,0.000002414497,0.000025741097,0.0042523113],"genre_scores_gemma":[0.9985504,0.0000046794794,0.00042441458,0.0002710898,0.000033640656,0.00006279413,0.00000185231,0.000013311333,0.00063781533],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99898183,0.00006653904,0.0003491299,0.00018865772,0.00015901102,0.0002548165],"domain_scores_gemma":[0.99920726,0.00020955862,0.00019673358,0.00015434824,0.00021070374,0.000021407473],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003287009,0.00011235293,0.0002029796,0.00053220487,0.00018644423,0.0000109441735,0.00009730646,0.00004116616,0.00006745401],"category_scores_gemma":[0.00009271611,0.00009045868,0.000008552623,0.00093658094,0.00006333745,0.0001959386,0.00013190546,0.00018414657,0.0000077733985],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000024799058,0.000004811898,0.63555515,0.000079443256,0.00001563744,2.728676e-7,0.36299306,0.000010564121,0.0004740499,0.00036279552,0.0002847996,0.00021694011],"study_design_scores_gemma":[0.00033584694,0.00003879945,0.3940974,0.0011575293,0.0000042396096,3.3575475e-7,0.60309154,0.00010604372,0.00048288357,0.000014883015,0.00057482015,0.000095680785],"about_ca_topic_score_codex":0.0001535502,"about_ca_topic_score_gemma":0.0008138389,"teacher_disagreement_score":0.24145778,"about_ca_system_score_codex":0.000059450074,"about_ca_system_score_gemma":0.00006163291,"threshold_uncertainty_score":0.3688798},"labels":[],"label_agreement":null},{"id":"W2982740492","doi":"10.1093/geroni/igz038.2702","title":"INFLUENCE OF HEALTH AND SOCIAL SUPPORTS ON OUTCOMES POST-REHABILITATION FOR HIP FRACTURE SURGERY: SYSTEMATIC REVIEW","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital; Bruyère; University of Ottawa; University of Saskatchewan; Toronto Rehabilitation Institute; University Health Network","funders":"","keywords":"CINAHL; Psychological intervention; Medicine; Observational study; Rehabilitation; Hip fracture; MEDLINE; Physical therapy; Randomized controlled trial; Health care; Systematic review; Gerontology; Nursing; Osteoporosis; Surgery","score_opus":0.017855567506734137,"score_gpt":0.3398688201105766,"score_spread":0.3220132526038425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2982740492","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9734826,0.00066967844,0.00007012547,0.024074432,0.000047789716,0.0016186432,0.0000048143975,0.000015335927,0.000016599106],"genre_scores_gemma":[0.97734,0.000023052913,0.000115422125,0.022334687,0.000012414506,0.000052823718,0.0000849093,0.000009057216,0.000027625261],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987066,0.00006799207,0.00081014435,0.00013086635,0.00017533009,0.000109102766],"domain_scores_gemma":[0.99841243,0.0006895247,0.0004806986,0.00012020943,0.00028317154,0.000013938246],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014691516,0.000084096384,0.00060528604,0.00030648353,0.000029271057,0.000005547265,0.00002303463,0.000046058773,0.000008731299],"category_scores_gemma":[0.0017768997,0.000064602515,0.00003994774,0.00035784589,0.000017286613,0.00008872628,0.0000052682863,0.000096529955,0.0000022777513],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039467734,0.000060755254,0.5700281,0.42164034,0.000027134853,6.904852e-7,0.00465258,0.000022411212,0.00024702167,0.001593285,0.00082484755,0.0008633648],"study_design_scores_gemma":[0.00074173935,0.0002339938,0.9202292,0.076566234,0.000040745977,0.0000050725807,0.0010563408,0.000024124112,0.00011249678,0.0005021444,0.00034916055,0.00013875926],"about_ca_topic_score_codex":0.000026682352,"about_ca_topic_score_gemma":0.0000013324466,"teacher_disagreement_score":0.3502011,"about_ca_system_score_codex":0.0000526429,"about_ca_system_score_gemma":0.00011952359,"threshold_uncertainty_score":0.2634414},"labels":[],"label_agreement":null},{"id":"W2982780102","doi":"10.1093/geroni/igz038.611","title":"THE ROLE OF S100B IN AEROBIC TRAINING EFFICACY IN OLDER ADULTS WITH MILD VASCULAR COGNITIVE IMPAIRMENT","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"S100 Proteins and Annexins","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Aerobic exercise; Neurocognitive; Cognition; Medicine; Randomized controlled trial; Cognitive training; Effects of sleep deprivation on cognitive performance; Psychology; Physical therapy; Internal medicine; Psychiatry","score_opus":0.006677999094006898,"score_gpt":0.23797879368883326,"score_spread":0.23130079459482636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2982780102","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9987917,0.00026462777,0.00007307634,0.00006131825,0.00002403017,0.00042269114,0.0000011556166,0.000003034447,0.00035835573],"genre_scores_gemma":[0.99964285,0.000017833689,0.000111836314,0.000098112876,0.000021146017,0.000044160814,0.00003299646,0.000010273576,0.000020806585],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992519,0.00003549311,0.00027419216,0.00018534996,0.00008974988,0.00016331943],"domain_scores_gemma":[0.9996842,0.000019751225,0.00009260998,0.00011895503,0.00007657902,0.000007893674],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036072696,0.000081369806,0.00009777251,0.00013798338,0.000018626535,0.000010270195,0.00007574363,0.000051136703,0.000005893266],"category_scores_gemma":[0.00003537123,0.000063269814,0.000017725313,0.00053323567,0.000028493125,0.0000057965954,0.000030493306,0.00010386033,0.0000013263137],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006976591,0.00061072333,0.60254115,0.00009562368,0.00007473556,0.000007916443,0.01236272,0.0015763893,0.3102165,0.0011874589,0.000019387582,0.07060974],"study_design_scores_gemma":[0.009540239,0.00040775817,0.7170469,0.0017327782,0.000005116818,0.000003773502,0.019671327,0.0008411426,0.24924175,0.00010535114,0.0010563891,0.00034744144],"about_ca_topic_score_codex":0.000082881576,"about_ca_topic_score_gemma":0.00016440736,"teacher_disagreement_score":0.11450579,"about_ca_system_score_codex":0.000016544487,"about_ca_system_score_gemma":0.000051318297,"threshold_uncertainty_score":0.2580068},"labels":[],"label_agreement":null},{"id":"W2982781896","doi":"10.1093/geroni/igz038.215","title":"COMPUTERIZED COGNITIVE TRAINING, WITH OR WITHOUT EXERCISE, TO PROMOTE COGNITIVE FUNCTION: A RANDOMIZED TRIAL","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Cognitive Functions and Memory","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Stroop effect; Randomized controlled trial; Executive functions; Neuropsychology; Cognition; Trail Making Test; Cognitive decline; Psychology; Cognitive training; Physical therapy; Test (biology); Population; Effects of sleep deprivation on cognitive performance; Medicine; Physical medicine and rehabilitation; Dementia; Psychiatry; Internal medicine","score_opus":0.04723575469244254,"score_gpt":0.337159832874343,"score_spread":0.28992407818190047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2982781896","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8772166,0.000020404172,0.09398667,0.00021581555,0.0019775094,0.0059617297,0.00001705582,0.00014632793,0.020457888],"genre_scores_gemma":[0.986809,0.0000013114084,0.0009200944,0.001591167,0.00032929334,0.0017246358,0.00011069578,0.000046525023,0.008467234],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9977569,0.0002479896,0.000740494,0.00061202573,0.00026625654,0.00037636273],"domain_scores_gemma":[0.99812263,0.0005492189,0.0003190702,0.00016969256,0.0007805665,0.00005878964],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012702476,0.00027139686,0.0007711656,0.0009496138,0.00009618237,0.00007409323,0.00008398647,0.00010415927,0.0023903155],"category_scores_gemma":[0.00029894887,0.00021367444,0.00006339701,0.0024404516,0.0001048796,0.00020155258,0.00004137858,0.00032850768,0.00044653585],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8919283,0.00024134827,0.0009644647,0.000021517075,0.0002282323,0.000024285808,0.014461872,0.0000031464617,0.00016432168,0.0011500114,0.00011798015,0.09069449],"study_design_scores_gemma":[0.9771289,0.001339062,0.0026682091,0.0014452256,0.00020169886,0.000035276287,0.014280058,0.00016920995,0.0001676093,0.00029931945,0.0018022058,0.00046320297],"about_ca_topic_score_codex":0.000050875384,"about_ca_topic_score_gemma":0.000027228893,"teacher_disagreement_score":0.109592445,"about_ca_system_score_codex":0.000043367676,"about_ca_system_score_gemma":0.00016936754,"threshold_uncertainty_score":0.9985216},"labels":[],"label_agreement":null},{"id":"W2982783776","doi":"10.1093/geroni/igz038.959","title":"SOLUBLE INTERCELLULAR ADHESION MOLECULE (SICAM-1) AS A BIOMARKER OF VASCULAR COGNITIVE IMPAIRMENT IN OLDER ADULTS","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Neurological Disorders and Treatments","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Cohort; Internal medicine; Logistic regression; Endothelial dysfunction; Medicine; Pathological; Biomarker; Oncology; Dementia; Gastroenterology; Psychology; Disease; Biology","score_opus":0.01889944017910135,"score_gpt":0.27416861033426865,"score_spread":0.2552691701551673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2982783776","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99747705,0.000038811962,0.00011255429,0.00014921359,0.00010651351,0.00060013786,0.0000021328913,0.000020380492,0.0014931958],"genre_scores_gemma":[0.99907815,0.000020891823,0.000022384236,0.0007498664,0.0000027601477,0.000040296152,0.000010239204,0.000011192179,0.0000642194],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987229,0.00009852305,0.00038505127,0.00037455134,0.00021660059,0.0002023797],"domain_scores_gemma":[0.99956524,0.00009186289,0.00013215972,0.00013504583,0.00005992189,0.000015749973],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018521343,0.00011754702,0.00015783086,0.00042468845,0.000020555452,0.000016728864,0.000101376696,0.000050065828,0.00014582484],"category_scores_gemma":[0.00017546427,0.000104379294,0.000037356996,0.0015346722,0.000035723257,0.00015059576,0.0000825116,0.00011871021,0.00007329175],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005533203,0.0025525861,0.31378394,0.00019119596,0.000017816968,0.00022001124,0.0030681514,0.000053598786,0.66669333,0.0027740381,0.000054624255,0.010037379],"study_design_scores_gemma":[0.009477877,0.0005684269,0.32704008,0.0013468075,0.00000858129,0.000004896768,0.00068731344,0.0063375114,0.65057284,0.0035794082,0.00003978438,0.00033649185],"about_ca_topic_score_codex":0.00008458094,"about_ca_topic_score_gemma":0.000004015391,"teacher_disagreement_score":0.01612053,"about_ca_system_score_codex":0.000033858367,"about_ca_system_score_gemma":0.00001703512,"threshold_uncertainty_score":0.4256464},"labels":[],"label_agreement":null},{"id":"W2982790360","doi":"10.1093/geroni/igz038.2172","title":"MARKERS AND BIOMARKERS OF DEMENTIA BDNF GENOTYPE AND CHANGES IN WHITE MATTER HYPERINTENSITIES AND HIPPOCAMPAL MICROSTRUCTURE IN OLDER MEN AND WOMEN","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Nerve injury and regeneration","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"White matter; Internal medicine; Hyperintensity; Fractional anisotropy; Dementia; Psychology; Cognitive decline; Hippocampal formation; Medicine; Endocrinology; Magnetic resonance imaging","score_opus":0.009443959541447113,"score_gpt":0.23007629030157253,"score_spread":0.22063233076012542,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2982790360","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99872667,0.000109614695,0.0000059272625,0.000750006,0.00006842085,0.00018263694,0.0000043312352,0.0000042153983,0.00014819406],"genre_scores_gemma":[0.9991803,0.000051875235,0.00012241495,0.0005511395,0.000008283979,0.0000079344145,0.0000026179507,0.0000067429573,0.000068698784],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993351,0.00004978397,0.00020563685,0.00021883791,0.00006145985,0.00012919167],"domain_scores_gemma":[0.999799,0.000035183974,0.00007458917,0.00005754349,0.000021762366,0.000011913613],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027178065,0.00008230771,0.00011717841,0.00041059213,0.000024829282,0.000041069077,0.00002580544,0.00004534676,0.00002438596],"category_scores_gemma":[0.000021380847,0.00007768151,0.000002394338,0.00038701532,0.00009480598,0.00017182362,0.000053388343,0.000075438555,2.858377e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036035046,0.0000030604522,0.54467624,0.000062379266,0.0000019749698,0.0000014149722,0.0027526666,0.0000031773764,0.451296,0.00007027392,0.000013313839,0.001083469],"study_design_scores_gemma":[0.0006820224,0.000025102634,0.9378709,0.000078855366,0.0000015976208,0.000014919454,0.0021310581,0.00043653333,0.058350064,0.0002849859,0.000027127146,0.00009684222],"about_ca_topic_score_codex":0.000036771842,"about_ca_topic_score_gemma":0.000055674005,"teacher_disagreement_score":0.39319465,"about_ca_system_score_codex":0.000018790994,"about_ca_system_score_gemma":0.0000072151424,"threshold_uncertainty_score":0.316776},"labels":[],"label_agreement":null},{"id":"W2982822257","doi":"10.1093/geroni/igz038.3330","title":"FRAILTY IN HEALTHY OLDEST OLD: CHARACTERIZING THE FRAILTY INDEX OF SUPER-SENIORS","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Genome British Columbia; Dalhousie University; Fraser Health; Surrey Memorial Hospital; Simon Fraser University","funders":"","keywords":"Frailty Index; Medicine; Gerontology; Dementia; Population; Demography; Disease; Internal medicine","score_opus":0.033607069787458276,"score_gpt":0.316339569730237,"score_spread":0.28273249994277877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2982822257","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98493165,0.000044422057,0.00010441905,0.012116508,0.00045662298,0.00070482143,0.00000617735,0.00004516484,0.0015902163],"genre_scores_gemma":[0.9949207,0.000013945906,0.0002527909,0.004146518,0.00011165494,0.000032160828,0.000053985084,0.000030354671,0.0004379323],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997845,0.000071998154,0.0010119762,0.00031606993,0.00040336075,0.000351595],"domain_scores_gemma":[0.9987881,0.0001898248,0.0002789472,0.0005030603,0.00020701325,0.000033056192],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009494035,0.00017310833,0.00037032404,0.0007971614,0.0000365883,0.000020443586,0.00018581943,0.00013174373,0.00018238861],"category_scores_gemma":[0.0003424059,0.0001457912,0.00003693524,0.0028530317,0.000072074676,0.00025857252,0.00007365598,0.0006515265,0.000043856606],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011209327,0.000101971695,0.93781644,0.0002110369,0.000011466022,0.00000900064,0.0036671972,0.000039269846,0.04709837,0.001596799,0.00012797544,0.009208385],"study_design_scores_gemma":[0.0025737663,0.00010626154,0.98626155,0.000775395,0.000004218797,0.000018256133,0.0010637849,0.0009904386,0.00474602,0.00022287664,0.0030875767,0.00014985082],"about_ca_topic_score_codex":0.0008144877,"about_ca_topic_score_gemma":0.00014357119,"teacher_disagreement_score":0.048445117,"about_ca_system_score_codex":0.00020921757,"about_ca_system_score_gemma":0.00016066356,"threshold_uncertainty_score":0.59451926},"labels":[],"label_agreement":null},{"id":"W2982887207","doi":"10.1093/geroni/igz038.1774","title":"FACILITATORS AND BARRIERS FOR ELDER ABUSE VICTIMS SEEKING HELP: FINDINGS FROM THE NATIONAL ELDER MISTREATMENT STUDY","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Elder abuse; Law enforcement; Psychology; Population; Criminal justice; Economic Justice; Physical abuse; Sexual abuse; Psychiatry; Medicine; Suicide prevention; Criminology; Poison control; Medical emergency; Political science; Environmental health","score_opus":0.02444703250419275,"score_gpt":0.32116204683641253,"score_spread":0.2967150143322198,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2982887207","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99722505,0.00005722024,0.00022796843,0.00048544467,0.00016913732,0.00061500055,0.000008449606,0.00002792207,0.0011838096],"genre_scores_gemma":[0.99890685,0.00001712958,0.00017879948,0.0005389211,0.00006148002,0.00007410621,0.0000069243106,0.000007030151,0.00020878343],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99906766,0.00006848267,0.00023118616,0.00021651953,0.00024654597,0.00016959143],"domain_scores_gemma":[0.9993808,0.0003196745,0.0000636325,0.00007003492,0.00014428968,0.000021530293],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007048524,0.00008275188,0.00008846714,0.00011896302,0.00032999588,0.000068362606,0.00010471733,0.00004435828,0.00014768455],"category_scores_gemma":[0.00017617262,0.00006963798,0.000017659499,0.00062691706,0.000046155816,0.00020827487,0.000015195847,0.00008722812,0.000006752546],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011986808,0.000023176033,0.80776185,0.0000030229285,0.000033942524,4.4275174e-7,0.18891369,0.000006267269,0.00038548018,0.0016786499,0.00019695135,0.0009845727],"study_design_scores_gemma":[0.0051386994,0.0002844968,0.61510664,0.00045620208,0.00006105627,9.33818e-7,0.32370684,0.0004160515,0.002543776,0.02282684,0.028668707,0.00078977266],"about_ca_topic_score_codex":0.0013625757,"about_ca_topic_score_gemma":0.0010723337,"teacher_disagreement_score":0.19265519,"about_ca_system_score_codex":0.000106673346,"about_ca_system_score_gemma":0.00008187758,"threshold_uncertainty_score":0.28397545},"labels":[],"label_agreement":null},{"id":"W2982890371","doi":"10.1093/geroni/igz038.2134","title":"THE USE OF ELDERCARING COORDINATION FOR RESOLVING CASES INVOLVING OLDER ADULTS AND HIGH-CONFLICT FAMILY DYNAMICS","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Legal guardian; Psychology; Intervention (counseling); Test (biology); Probate; Social psychology; Political science; Law; Psychiatry","score_opus":0.04346497523693753,"score_gpt":0.30462058679763615,"score_spread":0.2611556115606986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2982890371","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969227,0.00027160128,0.0012259791,0.0007521531,0.00021783587,0.00041564435,0.0000022910153,0.000025487827,0.000166319],"genre_scores_gemma":[0.9988566,0.00020204269,0.0005230503,0.00015101206,0.000046297788,0.000019562129,0.000009073088,0.000009140937,0.00018321705],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99913293,0.000057882615,0.00031693027,0.00015101803,0.00016135997,0.00017986742],"domain_scores_gemma":[0.99831116,0.0011077081,0.0001693151,0.00010184322,0.00029883638,0.000011161197],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007077113,0.000063960935,0.00009847,0.00020731702,0.0003097542,0.000120739205,0.00008647909,0.00005625047,0.0000020953723],"category_scores_gemma":[0.0007508812,0.000058931233,0.000014311824,0.00075496075,0.000059077032,0.00044495348,0.00003108979,0.00009038166,4.1324813e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008458964,0.000040668892,0.49158415,0.00019695211,0.0000324076,0.0000027504684,0.054590024,0.0003540132,0.0069140526,0.27269334,0.00044408292,0.173063],"study_design_scores_gemma":[0.006352559,0.0002859983,0.66289616,0.009070872,0.000058498692,0.0000065892855,0.11230811,0.1689273,0.0054045934,0.00987266,0.023475017,0.0013416576],"about_ca_topic_score_codex":0.0044982126,"about_ca_topic_score_gemma":0.00532823,"teacher_disagreement_score":0.26282066,"about_ca_system_score_codex":0.000094727315,"about_ca_system_score_gemma":0.000052927608,"threshold_uncertainty_score":0.67999816},"labels":[],"label_agreement":null},{"id":"W2982931925","doi":"10.1093/geroni/igz038.1763","title":"ABERRANT FUNCTIONAL CONNECTIVITY UNDERPINNING CHANGES IN LIFE-SPACE MOBILITY IN OLDER ADULTS","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Functional magnetic resonance imaging; Psychology; Cognition; Activities of daily living; Anthropometry; Physical medicine and rehabilitation; Medicine; Gerontology; Neuroscience; Internal medicine; Psychiatry","score_opus":0.053731897637620915,"score_gpt":0.3658952188607171,"score_spread":0.31216332122309615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2982931925","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.986462,0.00006067597,0.00045533766,0.009022467,0.0010738315,0.0011612395,0.0000037595728,0.00009019786,0.0016704754],"genre_scores_gemma":[0.99771154,0.000010275311,0.000111705216,0.0013669521,0.00012201024,0.0002940304,0.000015636802,0.000022729722,0.00034511584],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99753374,0.00039958794,0.0007824728,0.00048797898,0.0002692696,0.0005269313],"domain_scores_gemma":[0.99819964,0.00096792885,0.00028524152,0.00026661635,0.0002547261,0.000025840442],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024129911,0.00018256655,0.00034787203,0.00093539746,0.00015589186,0.000010434606,0.00010052515,0.00015732863,0.0002540491],"category_scores_gemma":[0.0011951826,0.00018974429,0.000016972934,0.0023641516,0.000040241695,0.00027615135,0.00015258028,0.00097163,0.000080850135],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034972443,0.00013002908,0.98155016,0.00036755804,0.0000066334765,0.0000023464056,0.014298554,0.000417241,0.00036561594,0.0019685286,0.00023858699,0.0006197685],"study_design_scores_gemma":[0.0026284605,0.00001607792,0.9797621,0.00219127,0.0000012943992,3.508456e-7,0.012214438,0.0020798387,0.000052069125,0.0006801666,0.00018789874,0.00018604833],"about_ca_topic_score_codex":0.0019500941,"about_ca_topic_score_gemma":0.0292025,"teacher_disagreement_score":0.027252406,"about_ca_system_score_codex":0.0006342769,"about_ca_system_score_gemma":0.00019496802,"threshold_uncertainty_score":0.98851204},"labels":[],"label_agreement":null},{"id":"W2983021897","doi":"10.1093/geroni/igz038.1466","title":"PHYSICAL FRAILTY, COGNITIVE FRAILTY, AND THE RISK OF DEMENTIA IN THE GAIT AND BRAIN STUDY","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; Parkwood Institute; Western University","funders":"","keywords":"Dementia; Cognition; Gait; Cognitive decline; Medicine; Cognitive impairment; Cohort; Gerontology; Physical medicine and rehabilitation; Psychology; Psychiatry; Internal medicine; Disease","score_opus":0.024066384562410562,"score_gpt":0.3199593527000001,"score_spread":0.29589296813758953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2983021897","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99274373,0.00008752826,0.00010383524,0.0045268983,0.00004367454,0.0011695054,0.000005337622,0.000009465034,0.0013100272],"genre_scores_gemma":[0.99869657,0.000008742509,0.000043803575,0.0010820002,0.00004489614,0.00003977876,0.000008731869,0.000009550378,0.000065907116],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988192,0.00022046092,0.00035934974,0.00019831228,0.00027298645,0.00012973067],"domain_scores_gemma":[0.99836344,0.0011646147,0.00016225707,0.00018165076,0.00011799858,0.000010021983],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014079954,0.00010300414,0.00023097913,0.00020806337,0.000038006983,0.00002458614,0.00007944518,0.00003125159,0.000016194617],"category_scores_gemma":[0.00083276146,0.00006303937,0.000015433472,0.0008961246,0.00015853415,0.00009910599,0.00007984559,0.00035192457,0.0000041747007],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000110856905,0.00021791062,0.9549811,0.000045827073,0.000070856826,0.0000047337,0.03223741,0.000005806023,0.0008269934,0.0020000634,0.00011621758,0.009382264],"study_design_scores_gemma":[0.008449072,0.00015660486,0.9711213,0.0002224146,0.000060919614,0.0000072755056,0.015712924,0.0013785169,0.00028651208,0.0024682635,0.000064017346,0.00007214366],"about_ca_topic_score_codex":0.00037958464,"about_ca_topic_score_gemma":0.00012574576,"teacher_disagreement_score":0.016524486,"about_ca_system_score_codex":0.000014155055,"about_ca_system_score_gemma":0.000023680042,"threshold_uncertainty_score":0.2570671},"labels":[],"label_agreement":null},{"id":"W2983029719","doi":"10.1093/geroni/igz038.627","title":"DO OLDER ADULTS WITH HIV HAVE A SOCIAL NETWORK DEFICIT? EVIDENCE FROM AGINCOURT, SOUTH AFRICA","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Adolescent Sexual and Reproductive Health","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Gerontology; Social network (sociolinguistics); Logistic regression; Social support; Human immunodeficiency virus (HIV); Stigma (botany); Medicine; Poisson regression; Demography; Psychology; Environmental health; Social psychology; Psychiatry; Sociology; Population; Family medicine; Political science; Social media","score_opus":0.0851817767199796,"score_gpt":0.38981731717887347,"score_spread":0.30463554045889385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2983029719","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98753375,0.00025126114,0.0040150657,0.0043695658,0.00076801714,0.0011613372,0.000011157147,0.00010783132,0.0017820187],"genre_scores_gemma":[0.99483514,0.0000055108903,0.000760358,0.001071005,0.0014434278,0.00007994515,0.000038408965,0.000034063723,0.0017321339],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974242,0.00030726456,0.00072390004,0.000586223,0.0003543954,0.00060404587],"domain_scores_gemma":[0.9984582,0.00024473484,0.00052571896,0.00030315862,0.000428273,0.000039905713],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010479438,0.00018439465,0.00029010084,0.00021312262,0.0004865101,0.000016454986,0.0001522281,0.0001519155,0.00025414707],"category_scores_gemma":[0.00012308659,0.00014682152,0.000018393743,0.001264648,0.00004765734,0.00025343045,0.00010231024,0.000937338,0.00033762906],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020576024,0.000051808045,0.90466505,0.00023210172,0.000010429165,0.0000035835844,0.089839965,0.00016241244,0.000054528868,0.0011513182,0.0027802074,0.0008428501],"study_design_scores_gemma":[0.002104019,0.000044661705,0.939031,0.0062019518,0.000009904124,6.420661e-7,0.048066564,0.0005074797,0.000014408835,0.0011853836,0.002481667,0.00035229302],"about_ca_topic_score_codex":0.00017292479,"about_ca_topic_score_gemma":0.000052096482,"teacher_disagreement_score":0.041773405,"about_ca_system_score_codex":0.00022471053,"about_ca_system_score_gemma":0.00029373248,"threshold_uncertainty_score":0.5987208},"labels":[],"label_agreement":null},{"id":"W2983088969","doi":"10.1093/geroni/igz038.1025","title":"NEIGHBORHOOD CONDITIONS AND SELF-NEGLECT IN LATER LIFE: LONGITUDINAL EVIDENCE FROM THE NSHAP","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wellesley Institute; University of Toronto","funders":"","keywords":"Neglect; Psychology; Crowding; Context (archaeology); Perception; Disadvantage; Developmental psychology; Gerontology; Psychiatry; Medicine; Geography; Cognitive psychology","score_opus":0.037792544703645195,"score_gpt":0.32732867609272154,"score_spread":0.28953613138907636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2983088969","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9895549,0.00039309575,0.000052061398,0.007874311,0.00015325933,0.00019352893,0.0000018447348,0.000036559006,0.0017404322],"genre_scores_gemma":[0.99835014,0.00021768075,0.00006236212,0.0011802507,0.00011232881,0.00001571286,0.0000047136045,0.000005043014,0.00005176103],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991182,0.00012802203,0.00022789298,0.00017852137,0.00017311888,0.00017420624],"domain_scores_gemma":[0.9991788,0.0005623812,0.00006737461,0.00010789612,0.00006692784,0.0000166193],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005108856,0.000062395324,0.00008667413,0.00014715342,0.0001561289,0.00009966451,0.00012685412,0.00004970171,0.00021164754],"category_scores_gemma":[0.00028706266,0.000052766172,0.00000999686,0.0013510155,0.000049132283,0.00044779156,0.000031481584,0.00017967759,0.000038094317],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002836051,0.000014880458,0.98000956,0.0000032596192,0.000005578453,0.0000019825623,0.015287568,0.000012786507,0.0007043402,0.0032721953,0.00031953488,0.00036549367],"study_design_scores_gemma":[0.0002983147,0.000012557426,0.988862,0.00040690455,0.000004752885,5.694329e-7,0.0013759414,0.00025844085,0.00020033319,0.007439702,0.0010324513,0.000108028755],"about_ca_topic_score_codex":0.0021378798,"about_ca_topic_score_gemma":0.003900508,"teacher_disagreement_score":0.013911626,"about_ca_system_score_codex":0.000058445075,"about_ca_system_score_gemma":0.00010860961,"threshold_uncertainty_score":0.3231849},"labels":[],"label_agreement":null},{"id":"W2983098521","doi":"10.1093/geroni/igz038.1243","title":"DRIVING CESSATION IS ASSOCIATED WITH POORER MENTAL HEALTH","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Sunnybrook Health Science Centre; University of Ottawa; Baycrest Hospital; Saint Paul University; University of Toronto; Lakehead University","funders":"","keywords":"Mental health; Odds; Depression (economics); Longitudinal study; Feeling; Odds ratio; Demography; Social support; Medicine; Distress; Psychology; Gerontology; Clinical psychology; Logistic regression; Psychiatry; Social psychology","score_opus":0.0369760766645836,"score_gpt":0.38740245985086985,"score_spread":0.35042638318628627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2983098521","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9734908,0.00001671551,0.0002496436,0.019786822,0.00055408775,0.0006771636,0.000005905204,0.00013150997,0.0050873854],"genre_scores_gemma":[0.9923546,0.000009161895,0.00020527236,0.0057218205,0.000061616265,0.000045902572,0.0000703852,0.00002555133,0.001505742],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99821895,0.00018553805,0.0006468794,0.00025129155,0.00029688503,0.00040047898],"domain_scores_gemma":[0.998851,0.00018966998,0.00051280507,0.0001636387,0.00026247097,0.000020417032],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011226007,0.00012257323,0.00022083636,0.00039062553,0.00044820295,0.000013585077,0.00008316777,0.000067014036,0.00020196511],"category_scores_gemma":[0.00019113303,0.000110130415,0.000011001716,0.0014863951,0.000022397695,0.0002719818,0.00006962169,0.000428484,0.00011030308],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000024018443,0.000023421586,0.9730796,0.000059674996,0.000019404077,3.5775253e-7,0.020090127,0.000012037731,0.00018902215,0.0008128668,0.0049742446,0.000736807],"study_design_scores_gemma":[0.0011937047,0.000032298474,0.989383,0.0016740736,0.0000017498057,3.0757812e-7,0.005092945,0.00044303096,0.00004314592,0.00025033497,0.0017540478,0.00013135266],"about_ca_topic_score_codex":0.00026764962,"about_ca_topic_score_gemma":0.0012058964,"teacher_disagreement_score":0.018863782,"about_ca_system_score_codex":0.0006474108,"about_ca_system_score_gemma":0.00018305844,"threshold_uncertainty_score":0.4490988},"labels":[],"label_agreement":null},{"id":"W2983260983","doi":"10.1093/geroni/igz038.442","title":"SCREENING FOR VISION AND HEARING LOSS IN OLDER ADULTS WITH DEMENTIA: A FEASIBILITY STUDY","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Baycrest Hospital; University Health Network; University of Toronto; University of Waterloo; Toronto Rehabilitation Institute","funders":"","keywords":"Dementia; Hearing loss; Medicine; Gerontology; Sensory loss; Audiology; Disease","score_opus":0.03992681375334513,"score_gpt":0.33623833191521574,"score_spread":0.2963115181618706,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2983260983","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9953162,0.0000055901637,0.002922918,0.00025085616,0.00005779877,0.0013764404,6.8839216e-7,0.00002258696,0.000046893503],"genre_scores_gemma":[0.99846023,4.3842473e-7,0.0013532708,0.000101113146,0.000010305963,0.000050639203,0.0000013703253,0.0000094053075,0.0000131971565],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989381,0.000059471557,0.00031812294,0.00037504383,0.0001511094,0.0001581816],"domain_scores_gemma":[0.9995469,0.00018629523,0.00007333831,0.00012598665,0.000055676905,0.000011846808],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00087621127,0.00007596029,0.00011011713,0.0003103057,0.000061868945,0.000051340612,0.000047966263,0.000027072052,0.0000036370275],"category_scores_gemma":[0.0002339237,0.000064190244,0.0000071515174,0.0009187233,0.000025070529,0.00031465924,0.00003953134,0.000118169,8.6147793e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008766471,0.00015303302,0.9719974,0.00009302562,0.0000010616226,0.0000016325115,0.0035193104,0.00033995276,0.017675824,0.00034347584,7.191073e-7,0.0057868976],"study_design_scores_gemma":[0.0025632614,0.00018664586,0.98746467,0.00034925627,0.0000012882261,0.0000014168486,0.0013280401,0.006487138,0.0013749517,0.00015519897,0.0000046686537,0.00008344522],"about_ca_topic_score_codex":0.0001072395,"about_ca_topic_score_gemma":0.000033535995,"teacher_disagreement_score":0.016300872,"about_ca_system_score_codex":0.0000408391,"about_ca_system_score_gemma":0.000018688725,"threshold_uncertainty_score":0.2617602},"labels":[],"label_agreement":null},{"id":"W2983272885","doi":"10.1093/geroni/igz038.2905","title":"INCREASED PHYSIOLOGICAL VARIABILITY PREDICTS DECLINING HEALTH AND CRITICAL TRANSITIONS IN HEMODIALYSIS PATIENTS","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Insurance, Mortality, Demography, Risk Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Medicine; Hemodialysis; Quantile; Multivariate statistics; Hazard ratio; Biomarker; Mahalanobis distance; Internal medicine; Emergency medicine; Statistics; Confidence interval; Mathematics","score_opus":0.029004423637888445,"score_gpt":0.33892699561580686,"score_spread":0.3099225719779184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2983272885","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9941851,0.000011639616,0.00076256617,0.0020665,0.00019104357,0.000446799,0.000008765898,0.00004838579,0.002279195],"genre_scores_gemma":[0.9978324,0.000014629159,0.00080055714,0.0012234101,0.000045169592,0.000034397657,0.000041070547,0.0000051055104,0.000003236543],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99783593,0.0006281886,0.0005839702,0.00032773454,0.00031747128,0.00030670583],"domain_scores_gemma":[0.99930316,0.00024765657,0.0001026461,0.00013887882,0.00015470995,0.000052938874],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033567047,0.000088964356,0.00021582707,0.00041585817,0.00018748832,0.000050693037,0.00009995055,0.00007260261,0.000043590473],"category_scores_gemma":[0.0011087337,0.00009599679,0.000025820886,0.0020213285,0.00018349299,0.00029158042,0.00003222998,0.00020424333,0.0000041522653],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009556915,0.00017003359,0.9491378,0.000042079948,0.000004256897,6.757051e-7,0.005954732,0.000051842842,0.000017151433,0.042007748,0.000022123724,0.002582008],"study_design_scores_gemma":[0.0005838477,0.000030211319,0.9844858,0.000068758876,0.0000029188109,3.566562e-8,0.002137521,0.00087012537,0.0000017272388,0.0115487585,0.00016873781,0.000101545986],"about_ca_topic_score_codex":0.0015099423,"about_ca_topic_score_gemma":0.00046485284,"teacher_disagreement_score":0.03534802,"about_ca_system_score_codex":0.00015073991,"about_ca_system_score_gemma":0.00010333085,"threshold_uncertainty_score":0.39146352},"labels":[],"label_agreement":null},{"id":"W2983315513","doi":"10.1093/geroni/igz038.2607","title":"AN EXPLORATION OF HOME CARE NURSES’ EXPERIENCES IN DEPRESCRIBING OF MEDICATIONS FOR OLDER ADULTS IN THE COMMUNITY","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Deprescribing; Polypharmacy; Nursing; Thematic analysis; Medicine; Health care; General partnership; Focus group; Qualitative research; Business; Sociology","score_opus":0.1620812104660691,"score_gpt":0.44393568566038205,"score_spread":0.28185447519431295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2983315513","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9978234,0.000055313874,0.00042938342,0.0005914824,0.00011037301,0.00068353745,0.0000019611155,0.0000047678477,0.0002997662],"genre_scores_gemma":[0.9992939,0.0000053139174,0.00024333643,0.0002622372,0.000010760108,0.00010890236,0.000070058144,0.0000038398703,0.0000016396245],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99913126,0.0001312472,0.00043318621,0.00007293891,0.00015545895,0.00007591241],"domain_scores_gemma":[0.99914783,0.00035495212,0.00017024203,0.00017399772,0.0001446608,0.000008288492],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006783913,0.00004513948,0.00012281949,0.00028604796,0.000022915507,0.000005124148,0.00010047267,0.00003004777,0.000010285369],"category_scores_gemma":[0.00018102741,0.000035286244,0.000011486085,0.0008524588,0.000031212534,0.00054981635,0.000010140437,0.00019191427,2.5122878e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007634717,0.00020634872,0.72546,0.00022225307,0.0000029081714,2.3282769e-7,0.26580945,0.00009152401,0.0012105462,0.0013245395,0.00000185667,0.005594025],"study_design_scores_gemma":[0.002288431,0.00011859323,0.43723527,0.0006731815,0.000008869337,6.2851865e-7,0.5499261,0.005059799,0.0043381,0.0002414545,0.00005124497,0.000058340167],"about_ca_topic_score_codex":0.00025848259,"about_ca_topic_score_gemma":0.00010998322,"teacher_disagreement_score":0.28822473,"about_ca_system_score_codex":0.000029234661,"about_ca_system_score_gemma":0.000034138397,"threshold_uncertainty_score":0.14389314},"labels":[],"label_agreement":null},{"id":"W2983321757","doi":"10.1093/geroni/igz038.2529","title":"THE ELECTRONIC FRAILTY INDEX BASED ON THE COMPREHENSIVE GERIATRIC ASSESSMENT: DEVELOPMENT AND TESTING","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; Fraser Health; Surrey Memorial Hospital; Simon Fraser University","funders":"","keywords":"Debugging; Computer science; Software; Automation; Medicine; Reliability engineering; Engineering; Operating system","score_opus":0.03454569458978529,"score_gpt":0.30385929917179205,"score_spread":0.26931360458200676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2983321757","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98575974,0.000044554905,0.0010983853,0.0065735113,0.00011908513,0.0005539925,3.6591314e-7,0.000040419513,0.0058099334],"genre_scores_gemma":[0.99612385,0.0000024925375,0.0009459274,0.0024709252,0.000043525542,0.00004366497,0.000010268156,0.000014500039,0.0003448198],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99885446,0.00005171719,0.00035328857,0.00019213014,0.00028893535,0.0002594624],"domain_scores_gemma":[0.9984258,0.0009530575,0.00014732078,0.00023203048,0.00022742711,0.000014407281],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061031105,0.00011264645,0.00011822405,0.00021599373,0.00016975915,0.000054322198,0.00008742071,0.000039981922,0.00002111564],"category_scores_gemma":[0.00030137147,0.00007108734,0.000009422623,0.0014096051,0.000034671513,0.000053401036,0.000038226623,0.00044313306,0.000013999376],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049614348,0.000062363644,0.8955269,0.00009896758,0.00003784828,0.0000063772623,0.0007256052,0.00085879007,0.0069535524,0.013627773,0.00043911903,0.08161311],"study_design_scores_gemma":[0.0013215933,0.00007104407,0.95021516,0.0002513024,0.00000482458,0.000008062674,0.00040322824,0.033207126,0.0010621344,0.00048816012,0.012851788,0.00011555049],"about_ca_topic_score_codex":0.000020918264,"about_ca_topic_score_gemma":0.0000083212535,"teacher_disagreement_score":0.08149756,"about_ca_system_score_codex":0.00024613057,"about_ca_system_score_gemma":0.00033772283,"threshold_uncertainty_score":0.2898858},"labels":[],"label_agreement":null},{"id":"W2983322465","doi":"10.1093/geroni/igz038.2850","title":"PARTICIPATION IN THE COMMUNITY AMONG PEOPLE WITH AND WITHOUT DEMENTIA: DESTINATIONS AND PERCEPTIONS OF CHALLENGES","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Dementia; Destinations; Entertainment; Focus group; Perception; Gerontology; Psychology; Medicine; Geography; Business; Tourism; Political science; Marketing","score_opus":0.035788513963967934,"score_gpt":0.3310983551510285,"score_spread":0.29530984118706055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2983322465","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99640876,0.00009338978,0.0002529355,0.0012601075,0.000016144459,0.00020171962,4.8967695e-7,0.000009318991,0.0017571206],"genre_scores_gemma":[0.9995508,0.0001555313,0.00018912145,0.0000316044,0.000012349512,0.000033625056,0.000003139023,0.0000023917487,0.000021416365],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99934655,0.0002216052,0.00016386216,0.00006509777,0.00012242643,0.000080447666],"domain_scores_gemma":[0.9995897,0.00013891007,0.000089975816,0.00006905008,0.0001060443,0.000006312853],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011751719,0.000040577044,0.000070680806,0.00015770124,0.00028822236,0.000026832475,0.000047360263,0.00001951774,0.0000069717566],"category_scores_gemma":[0.0001074022,0.00003230637,0.0000032593027,0.0005657631,0.0001191665,0.00022457432,0.000015367958,0.00010288312,3.2012525e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[7.452344e-7,0.00001851167,0.619986,0.000010772487,0.0000026313107,2.0313744e-8,0.36235115,0.000012380524,0.000012333819,0.017175172,0.000003484005,0.00042680514],"study_design_scores_gemma":[0.00017315296,0.000013745505,0.9402297,0.000043355507,0.0000059232502,1.3779092e-7,0.057453766,0.00013727276,0.0000035997236,0.0018712559,0.000031554613,0.00003654198],"about_ca_topic_score_codex":0.010866711,"about_ca_topic_score_gemma":0.24834342,"teacher_disagreement_score":0.3202437,"about_ca_system_score_codex":0.000014242092,"about_ca_system_score_gemma":0.000021069261,"threshold_uncertainty_score":0.99572},"labels":[],"label_agreement":null},{"id":"W2983397036","doi":"10.1093/geroni/igz038.2311","title":"THE LONG ARMS OF CHILDHOOD INTELLIGENCE AND EDUCATION ON TERMINAL DECLINE: EVIDENCE FROM LOTHIAN BIRTH COHORT 1921","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Birth, Development, and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Cognition; Cohort; Demography; Medicine; Disease; Cohort study; Psychology; Developmental psychology; Cognitive decline; Gerontology; Psychiatry; Internal medicine","score_opus":0.028532963532974357,"score_gpt":0.3347901772130866,"score_spread":0.3062572136801123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2983397036","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9939854,0.00032281814,0.0005921177,0.003402396,0.00033232354,0.00040123455,0.0000010194555,0.000014064922,0.00094859145],"genre_scores_gemma":[0.993794,0.0033207503,0.0010865956,0.0015801371,0.0001180737,0.000014099039,0.000015507858,0.000008781947,0.00006204349],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989527,0.000025798105,0.00047999053,0.00019708916,0.00021794604,0.00012651338],"domain_scores_gemma":[0.9992264,0.00017005963,0.00021215872,0.00019719324,0.00016778204,0.000026411411],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000714573,0.00008130334,0.00014091388,0.00022300845,0.000053514348,0.000022054606,0.000077236866,0.000043968896,0.000026835289],"category_scores_gemma":[0.00023787821,0.00006170977,0.000009690476,0.0006094868,0.000043806565,0.00010576798,0.000028593739,0.00021594734,0.0000150853675],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031068434,0.00005149558,0.8845335,0.00007351102,0.0000072720063,8.471831e-7,0.0014232321,0.0000035740645,0.0004409773,0.0075153406,0.000030237805,0.10588895],"study_design_scores_gemma":[0.00016843964,0.00005969451,0.98752236,0.0014059816,0.000004727224,0.000008058865,0.0004789823,0.0001495534,0.00356841,0.006460579,0.00011007433,0.00006313534],"about_ca_topic_score_codex":0.00024359829,"about_ca_topic_score_gemma":0.0000732605,"teacher_disagreement_score":0.10582581,"about_ca_system_score_codex":0.0000722876,"about_ca_system_score_gemma":0.00042400055,"threshold_uncertainty_score":0.25164512},"labels":[],"label_agreement":null},{"id":"W2983422216","doi":"10.1093/geroni/igz038.3112","title":"COMMUNITY-BASED SERVICES AND OLDER ADULTS: A COMBINATION IN MENTAL HEALTH PROMOTION","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Mental health; Feeling; Gerontology; Psychological intervention; Promotion (chess); Health promotion; Social isolation; Psychology; Medicine; Nursing; Psychiatry; Public health; Social psychology; Political science; Politics","score_opus":0.02818438197699436,"score_gpt":0.35370270908491985,"score_spread":0.3255183271079255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2983422216","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9617727,0.000029688375,0.000027726197,0.0367295,0.00018011265,0.00046402655,0.0000021751725,0.000024934956,0.0007691759],"genre_scores_gemma":[0.99412155,0.000016853017,0.000109563975,0.005605642,0.000013310212,0.00001575392,0.00006614568,0.000003998837,0.000047199967],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989893,0.00030244782,0.00029192475,0.00008249051,0.00015322771,0.00018061281],"domain_scores_gemma":[0.9996896,0.00005653402,0.0001137344,0.00006215345,0.000057751527,0.000020265965],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018820177,0.00004615774,0.00009098291,0.0002781889,0.00024380264,0.000046759054,0.000063710424,0.000038504168,0.000025242682],"category_scores_gemma":[0.000025061927,0.000051558025,0.000004981104,0.00082639087,0.000024322933,0.000283141,0.0000160353,0.00017066157,0.0000033534989],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000063533184,0.00011304676,0.90521264,0.00056634657,5.805445e-7,1.214584e-7,0.061701942,0.00000660625,0.0000044133826,0.02564298,0.0000341274,0.006710866],"study_design_scores_gemma":[0.0015384794,0.000035744153,0.9463982,0.0012100558,2.5291465e-7,1.235795e-7,0.045265775,0.0015418144,0.000012885438,0.0010714921,0.002839075,0.00008613356],"about_ca_topic_score_codex":0.029716816,"about_ca_topic_score_gemma":0.018367054,"teacher_disagreement_score":0.041185554,"about_ca_system_score_codex":0.0002301311,"about_ca_system_score_gemma":0.00011126293,"threshold_uncertainty_score":0.9995452},"labels":[],"label_agreement":null},{"id":"W2983432543","doi":"10.1093/geroni/igz038.2875","title":"PREDICTING ADVERSE OUTCOMES IN ED PATIENTS USING THE CLINICAL FRAILTY SCALE AND A FRAILTY INDEX","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Medicine; Hazard ratio; Confidence interval; Odds ratio; Triage; Internal medicine; Frailty Index; Emergency department; Emergency medicine","score_opus":0.05204866259668544,"score_gpt":0.36393095968616535,"score_spread":0.3118822970894799,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2983432543","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99682724,0.000014174598,0.00020020599,0.001076514,0.00051191775,0.00071477593,0.0000044374037,0.0000421335,0.00060861453],"genre_scores_gemma":[0.9975105,0.0000034718803,0.00081913435,0.0013904107,0.000078795296,0.000012457849,0.000019187411,0.00002121913,0.00014480532],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99800205,0.000090702204,0.000986394,0.00032454895,0.000337652,0.00025865977],"domain_scores_gemma":[0.99890625,0.0003030876,0.00025826885,0.0003132605,0.0001844584,0.00003466813],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001009117,0.00014746269,0.00032645802,0.00037370095,0.00005295531,0.00002104178,0.000098792065,0.0001351823,0.000041564486],"category_scores_gemma":[0.000998854,0.00011615523,0.00003401711,0.0010206093,0.000084608815,0.00025171583,0.00012020589,0.000619496,0.0000110987885],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039144707,0.00010981445,0.9925926,0.000041910716,0.000017806884,0.0000034755847,0.0011052944,0.00010091858,0.00024519255,0.000027649496,0.00003972398,0.005676507],"study_design_scores_gemma":[0.0042985557,0.00004861395,0.97770834,0.00041825912,0.000009705553,0.0000040437153,0.0007657775,0.016255664,0.00007033324,0.00010606036,0.00020168144,0.00011294202],"about_ca_topic_score_codex":0.00039917525,"about_ca_topic_score_gemma":0.00013349479,"teacher_disagreement_score":0.016154744,"about_ca_system_score_codex":0.00013374364,"about_ca_system_score_gemma":0.00008567292,"threshold_uncertainty_score":0.4736673},"labels":[],"label_agreement":null},{"id":"W2983463241","doi":"10.1093/geroni/igz038.1579","title":"EXISTING STRATEGIES FOR ELECTRONIC DATA COLLECTION BY ELDER ABUSE MULTI-DISCIPLINARY TEAMS","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Snowball sampling; Data collection; Documentation; Computer science; Electronic data; Data science; Database; Medicine","score_opus":0.07546644841764445,"score_gpt":0.3932155167270278,"score_spread":0.3177490683093834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2983463241","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9676467,0.00026695445,0.022711515,0.0004309863,0.0003525964,0.000665115,0.000006314308,0.00012425764,0.0077955527],"genre_scores_gemma":[0.99643886,0.000100556754,0.0012004625,0.00014494963,0.000099552206,0.000043739645,0.0001167364,0.000014645417,0.0018405158],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9988576,0.000059955437,0.00029472934,0.00029080972,0.00015154033,0.00034536267],"domain_scores_gemma":[0.99939644,0.00012637184,0.00012930554,0.0002096058,0.00012451732,0.000013761647],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00097233464,0.000083534745,0.000102615915,0.0002209566,0.00034126337,0.000107578635,0.00026722637,0.00007388047,0.000049236067],"category_scores_gemma":[0.00009305323,0.00009274627,0.0000128316215,0.0015436467,0.000038221784,0.0008422876,0.000039061608,0.00016516034,0.000010746828],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024576354,0.0007929399,0.22812106,0.00033713112,0.0001566238,0.000005151814,0.3475358,0.00051614206,0.10264843,0.23059876,0.03868244,0.05035977],"study_design_scores_gemma":[0.013741228,0.0009101825,0.015240439,0.0028308996,0.00010599862,0.000010343723,0.3856856,0.09357522,0.014580559,0.13066846,0.338959,0.0036920921],"about_ca_topic_score_codex":0.0011092958,"about_ca_topic_score_gemma":0.0032707108,"teacher_disagreement_score":0.30027658,"about_ca_system_score_codex":0.00017030045,"about_ca_system_score_gemma":0.00035220137,"threshold_uncertainty_score":0.3782083},"labels":[],"label_agreement":null},{"id":"W2983493619","doi":"10.1093/geroni/igz038.3482","title":"DEVELOPING RURAL INSIGHTS FOR BUILDING SUSTAINABLE AGE-FRIENDLY COMMUNITIES INITIATIVES","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Trent University","funders":"","keywords":"Sustainability; Scope (computer science); Government (linguistics); Environmentally friendly; Business; Conceptualization; Sustainable community; Focus group; Public relations; Economic growth; Political science; Marketing; Economics; Computer science","score_opus":0.033696370525573914,"score_gpt":0.3367385982950971,"score_spread":0.3030422277695232,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2983493619","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97513777,0.00011210893,0.012595162,0.0009713412,0.00028017428,0.00042864407,8.8998945e-7,0.000080473765,0.010393462],"genre_scores_gemma":[0.99473584,0.00005902179,0.0032394088,0.00029678087,0.00016850812,0.0000671417,0.000019380854,0.000010826087,0.0014030909],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.998928,0.00010836516,0.00034338218,0.00010642436,0.00018631756,0.00032751643],"domain_scores_gemma":[0.9989383,0.00031209362,0.00016547123,0.00009609924,0.00047522795,0.000012814962],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008654599,0.00009958658,0.00015320013,0.0004927211,0.00087905134,0.00015659095,0.00016451969,0.00004841314,0.000023389242],"category_scores_gemma":[0.000249677,0.000105067294,0.000020645548,0.0012635456,0.00010523308,0.00089588773,0.000058093974,0.00011728306,0.0000037259103],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000026010814,0.00000575466,0.022131944,0.000037094367,0.000007064584,9.0404336e-7,0.3578395,0.000026880007,0.000040860046,0.6195526,0.00014012089,0.00021466],"study_design_scores_gemma":[0.00087434874,0.000036265592,0.0861129,0.00032131938,0.000006517634,3.9976945e-7,0.62265486,0.00024268655,0.0006313124,0.17251319,0.11615541,0.00045076996],"about_ca_topic_score_codex":0.00903828,"about_ca_topic_score_gemma":0.0061848788,"teacher_disagreement_score":0.44703943,"about_ca_system_score_codex":0.00022966559,"about_ca_system_score_gemma":0.00021513307,"threshold_uncertainty_score":0.9975606},"labels":[],"label_agreement":null},{"id":"W2983534466","doi":"10.1093/geroni/igz038.3140","title":"PERCEIVED CONTROL AND CORTISOL STRESS REACTIVITY: VARIATIONS BY AGE, RACE, AND FACETS OF CONTROL","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Stress Responses and Cortisol","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Stressor; Reactivity (psychology); Psychology; Perceived control; Association (psychology); Clinical psychology; Young adult; Race (biology); Developmental psychology; Medicine","score_opus":0.016583153310491573,"score_gpt":0.275343757643217,"score_spread":0.2587606043327254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2983534466","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99433357,0.00005103609,0.0038950383,0.00043760374,0.00008413264,0.00039366202,0.00008426294,0.00002305536,0.0006976175],"genre_scores_gemma":[0.99893075,0.00008212579,0.00003557371,0.0005897262,0.000008834485,0.000025386624,0.0000043042833,0.000009919493,0.00031338297],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99896234,0.00010348703,0.00034734447,0.00026816054,0.00016563335,0.00015304881],"domain_scores_gemma":[0.9990723,0.00047556142,0.0002321049,0.00014044752,0.000057982117,0.000021611142],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000074010815,0.00009859294,0.00021311523,0.00023057836,0.0000549977,0.000055307373,0.000065828346,0.000048695816,0.000018081966],"category_scores_gemma":[0.00036279467,0.00010025066,0.000011367909,0.0004623515,0.00006614016,0.00023722276,0.000024844152,0.00013161013,0.0000020475002],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000078442594,0.00003656586,0.13899863,0.000018589091,0.0000042705988,0.0000038472235,0.00026568145,0.000036693298,0.8468316,0.0017406499,0.000022739869,0.011962295],"study_design_scores_gemma":[0.0050538313,0.00012983801,0.939245,0.00012500233,0.0000141535165,0.000011823064,0.00025776518,0.01628167,0.037610408,0.00030941624,0.00072631735,0.0002347748],"about_ca_topic_score_codex":0.00007422983,"about_ca_topic_score_gemma":0.000011239814,"teacher_disagreement_score":0.8092212,"about_ca_system_score_codex":0.000018151917,"about_ca_system_score_gemma":0.00002334856,"threshold_uncertainty_score":0.40881035},"labels":[],"label_agreement":null},{"id":"W2983558731","doi":"10.1093/geroni/igz038.562","title":"PERCEPTIONS OF LONG-TERM CARE RESIDENTS AND THEIR FAMILY MEMBERS ABOUT USING THE CONVERSATION STARTER KIT","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; McMaster University","funders":"","keywords":"Conversation; Thematic analysis; Perception; Family member; Content analysis; Psychology; Palliative care; Descriptive statistics; Sample (material); Qualitative research; Medicine; Nursing; Family medicine; Communication; Sociology","score_opus":0.07976039008392467,"score_gpt":0.39470905489116254,"score_spread":0.3149486648072379,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2983558731","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9977283,0.0003640883,0.0007985806,0.00021605555,0.00010446586,0.00020593657,0.0000067789833,0.000007948078,0.0005678657],"genre_scores_gemma":[0.9993073,0.00007339029,0.000275374,0.000224824,0.000030888317,0.0000026864568,0.000046571997,0.0000071146615,0.00003188056],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99939466,0.000027153696,0.00028168116,0.00009982115,0.00012124616,0.000075451455],"domain_scores_gemma":[0.99937505,0.00005613644,0.00013477888,0.00012672941,0.00029819808,0.000009116786],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015609096,0.00006477286,0.00013794191,0.00021165285,0.000022123844,0.000008060904,0.000035407462,0.000035746536,0.000038049126],"category_scores_gemma":[0.000038648122,0.00004782938,0.000018007508,0.00039901613,0.000056374538,0.00010987104,0.000018418497,0.00008625734,0.000001363917],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015702763,0.0000064723026,0.914232,0.0001619027,0.000016958238,7.0690254e-7,0.04024506,0.00004225031,0.043102987,0.000070655384,0.000010404925,0.002094888],"study_design_scores_gemma":[0.0006838885,0.000025652203,0.9419364,0.0011884136,0.000015214228,0.0000016181493,0.04855094,0.00050008844,0.006960624,0.00003190368,0.000052784788,0.000052493502],"about_ca_topic_score_codex":0.0003089846,"about_ca_topic_score_gemma":0.000029103494,"teacher_disagreement_score":0.036142364,"about_ca_system_score_codex":0.00006534487,"about_ca_system_score_gemma":0.000039193023,"threshold_uncertainty_score":0.19504255},"labels":[],"label_agreement":null},{"id":"W2983725939","doi":"10.1093/geroni/igz038.447","title":"CHOOSE TO MOVE: IMPLEMENTATION OF A PHYSICAL ACTIVITY INTERVENTION AT SCALE ACROSS BRITISH COLUMBIA, CANADA","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Psychological intervention; Scale (ratio); General partnership; Loneliness; Mental health; Intervention (counseling); Gerontology; Psychology; Social connectedness; Business; Medicine; Nursing; Geography; Social psychology; Psychiatry","score_opus":0.07006326970765649,"score_gpt":0.4483084261274303,"score_spread":0.37824515641977385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2983725939","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9972209,0.0000036361869,0.00007253607,0.00015924114,0.0006521217,0.0013434752,0.00015341346,0.000013971889,0.00038074705],"genre_scores_gemma":[0.9970152,7.119033e-7,0.00005321801,0.0010036401,0.000052919804,0.00017472077,0.00022183433,0.0000104667615,0.0014673306],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984341,0.0001347242,0.00058998214,0.00020272726,0.00029375654,0.0003446574],"domain_scores_gemma":[0.99919134,0.00007824836,0.0003606744,0.00013796295,0.00018134569,0.000050436065],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061299285,0.000062074156,0.00016872093,0.0000605859,0.00021290031,0.0000127324665,0.000071753864,0.000037646,0.00048017083],"category_scores_gemma":[0.000015076567,0.000096754506,0.000019445153,0.00070478936,0.000008349563,0.00014398387,0.000119038865,0.00018559473,0.000029468765],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020323092,0.00007838849,0.9095388,0.00065783155,0.000003313248,5.3243065e-7,0.0030980906,0.000010250886,0.0012172795,0.000024919806,0.0010758485,0.08427444],"study_design_scores_gemma":[0.0012752463,0.00005418916,0.98814344,0.00073849666,0.000001367033,2.0495287e-7,0.005989383,0.00014881062,0.0016945263,0.000054947708,0.0018120065,0.000087358974],"about_ca_topic_score_codex":0.94830406,"about_ca_topic_score_gemma":0.9832613,"teacher_disagreement_score":0.08418708,"about_ca_system_score_codex":0.0012122584,"about_ca_system_score_gemma":0.00025237512,"threshold_uncertainty_score":0.5257534},"labels":[],"label_agreement":null},{"id":"W2983741036","doi":"10.1093/geroni/igz038.1405","title":"THE SOCIAL CONSTRUCTION OF RETIREMENT AND GENDER DIFFERENCES IN RETIREMENT TIMING","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Pension; Intergenerational equity; Equity (law); Retirement age; Construct (python library); Government (linguistics); Work (physics); Labour economics; Compensation (psychology); Social equality; Social security; Economics; Political science; Demographic economics; Psychology; Social psychology; Finance; Law","score_opus":0.2594358194649869,"score_gpt":0.4258145700515446,"score_spread":0.1663787505865577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2983741036","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98793215,0.000029816109,0.000034549368,0.0020451674,0.00031007154,0.0003157976,5.389292e-7,0.000010281242,0.009321603],"genre_scores_gemma":[0.99963737,0.00005481475,0.0001095543,0.00005231436,0.000048747348,0.000017804941,0.0000015735369,0.0000032943035,0.000074554606],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987073,0.00014277881,0.00044838525,0.00015923037,0.0003580915,0.00018419186],"domain_scores_gemma":[0.9995666,0.00008331719,0.0001726828,0.0000774688,0.000089501424,0.000010428786],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016926483,0.000062983614,0.000109272514,0.00012111913,0.00023662145,0.000050370047,0.00009170235,0.00004165406,0.0000491701],"category_scores_gemma":[0.00010025614,0.00005352491,0.000013001041,0.00059437566,0.00025997811,0.000115133786,0.000037956226,0.00008827878,0.0000015194332],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007182771,0.000018814204,0.84327316,0.000031887685,0.0000040256477,8.910432e-8,0.021319173,0.0000017654256,0.00044206742,0.12651013,0.000019883428,0.008371849],"study_design_scores_gemma":[0.0004819248,0.000022461505,0.91375715,0.000088505105,0.00000408154,8.556923e-8,0.059263688,0.00014404887,0.00039422532,0.025050655,0.00066375284,0.00012940538],"about_ca_topic_score_codex":0.0007779764,"about_ca_topic_score_gemma":0.0006599607,"teacher_disagreement_score":0.101459466,"about_ca_system_score_codex":0.00019815286,"about_ca_system_score_gemma":0.000056164834,"threshold_uncertainty_score":0.21826825},"labels":[],"label_agreement":null},{"id":"W2983744378","doi":"10.1093/geroni/igz038.3467","title":"PERSISTENCE OF ACCELERATED VASCULAR AGING FOLLOWING THERAPY IN OLDER CANCER SURVIVORS","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Cancer-related cognitive impairment studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Proinflammatory cytokine; Medicine; Oxidative stress; Inflammation; Internal medicine; Cancer; Breast cancer; Cognitive decline; Senescence; Endothelial dysfunction; Montreal Cognitive Assessment; Endocrinology; Cognitive impairment; Dementia","score_opus":0.041580439637064634,"score_gpt":0.3233533131909611,"score_spread":0.28177287355389646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2983744378","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9959946,0.00074532366,0.00009749005,0.00094207545,0.00039678768,0.0005898173,0.00000127334,0.00003299977,0.0011996332],"genre_scores_gemma":[0.99878466,0.0002042138,0.000072935436,0.0006380867,0.000036038193,0.000054448916,0.000011136323,0.000020219408,0.0001782762],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99869883,0.000039986822,0.0004992454,0.00025189156,0.00028006674,0.00022999507],"domain_scores_gemma":[0.99935454,0.00006278497,0.00015155606,0.00014480478,0.00027293837,0.000013374781],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005328374,0.0001312912,0.000310742,0.0007359694,0.00002976141,0.000010947479,0.00006078854,0.000054020024,0.0001432688],"category_scores_gemma":[0.00007739716,0.00012972242,0.00005752493,0.0028346255,0.000028366827,0.00018701503,0.000029971867,0.00023657625,0.00000507138],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000342171,0.00006499776,0.96221054,0.00008113327,0.00010618508,0.00000751876,0.0035557547,0.00034614428,0.025777254,0.000037278365,0.000017936765,0.007761016],"study_design_scores_gemma":[0.004155958,0.00005457798,0.9790964,0.001736309,0.00001742754,0.0000012730835,0.0029581822,0.00080657855,0.010737612,0.000029046716,0.0002437772,0.00016283445],"about_ca_topic_score_codex":0.0014768686,"about_ca_topic_score_gemma":0.00021463732,"teacher_disagreement_score":0.01688586,"about_ca_system_score_codex":0.00026262706,"about_ca_system_score_gemma":0.00009938497,"threshold_uncertainty_score":0.52899265},"labels":[],"label_agreement":null},{"id":"W2983754438","doi":"10.1093/geroni/igz038.1343","title":"POOR SLEEP QUALITY IS RELATED TO DECREASED WHITE MATTER INTEGRITY IN BRAIN NOCICEPTIVE PATHWAYS IN OLDER ADULTS","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Advanced Neuroimaging Techniques and Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Fractional anisotropy; White matter; Insula; Precuneus; Medicine; Bonferroni correction; Diffusion MRI; Audiology; Psychology; Neuroscience; Magnetic resonance imaging; Functional magnetic resonance imaging","score_opus":0.04339950372748718,"score_gpt":0.36636418589470415,"score_spread":0.32296468216721697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2983754438","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96745485,0.00000473746,0.0041166693,0.025553457,0.000038327704,0.0010469188,0.000010275023,0.00009373201,0.0016810468],"genre_scores_gemma":[0.9763284,0.0000011712748,0.0067495587,0.016452165,0.0000113384285,0.00014183085,0.0000620202,0.000023297243,0.00023024085],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99838024,0.000062897125,0.00073927327,0.0004227243,0.00016472397,0.00023013657],"domain_scores_gemma":[0.9992258,0.00009868749,0.00015002508,0.0003302881,0.00015979253,0.00003543141],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006339859,0.00013915962,0.00024666422,0.0007427722,0.000018528139,0.00001322559,0.000098178985,0.000092024915,0.00022916353],"category_scores_gemma":[0.00020421208,0.0001456207,0.000024344336,0.0027012601,0.000021366288,0.00015749295,0.000057409525,0.00061166706,0.00010201608],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000084144835,0.00015565194,0.9787261,0.000057771293,0.0000022741935,0.000007989951,0.0045192717,0.000023806997,0.009635988,0.0023535911,0.00064099545,0.0037924089],"study_design_scores_gemma":[0.0017950973,0.000025976671,0.9895636,0.0007043464,0.0000015849195,0.000004904331,0.00085549743,0.0012472167,0.002546489,0.002719666,0.000367833,0.00016778844],"about_ca_topic_score_codex":0.00031549274,"about_ca_topic_score_gemma":0.000050079077,"teacher_disagreement_score":0.010837493,"about_ca_system_score_codex":0.00023318245,"about_ca_system_score_gemma":0.000039256596,"threshold_uncertainty_score":0.59382397},"labels":[],"label_agreement":null},{"id":"W2983756404","doi":"10.1093/geroni/igz038.2724","title":"HUMAN RESOURCE MANAGEMENT PRACTICES, ORGANIZATIONAL CULTURE, AND NURSE STAFFING TURNOVER","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Organizational culture; Business; Human resource management; Staffing; Turnover; Performance appraisal; Nursing; Management; Medicine; Economics","score_opus":0.029905243683095828,"score_gpt":0.38430615389836453,"score_spread":0.3544009102152687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2983756404","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90491116,0.000072407245,0.00014999059,0.001387068,0.00046480462,0.00042730744,0.0000021683622,0.000067447836,0.09251763],"genre_scores_gemma":[0.9859655,0.0000046787245,0.0007385847,0.0006303532,0.0001691524,0.000013927062,0.00008510483,0.00001736684,0.012375366],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989518,0.00008477957,0.00039324767,0.00020037997,0.00018023087,0.00018956493],"domain_scores_gemma":[0.9991974,0.00006306384,0.00042297976,0.00013613875,0.00016440387,0.00001598648],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005570292,0.00007990923,0.00010284163,0.00033066375,0.00024509768,0.000025043339,0.00006423672,0.0000722425,0.00030313834],"category_scores_gemma":[0.00008345086,0.00007838598,0.0000064790597,0.0012383118,0.000012668364,0.00019474472,0.00004918706,0.00029575016,0.00006302442],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027597589,0.00007659856,0.67166716,0.00046554295,0.000030775307,0.000008089671,0.023516648,0.00004789965,0.0023400884,0.25306085,0.045426343,0.0033324303],"study_design_scores_gemma":[0.002665511,0.000041037965,0.562869,0.0007477689,0.000024658233,0.000004509588,0.07204976,0.00007729112,0.000077893164,0.00397304,0.35712948,0.00034000247],"about_ca_topic_score_codex":0.000068494235,"about_ca_topic_score_gemma":0.000021154974,"teacher_disagreement_score":0.31170315,"about_ca_system_score_codex":0.00012908812,"about_ca_system_score_gemma":0.00003538908,"threshold_uncertainty_score":0.3319152},"labels":[],"label_agreement":null},{"id":"W2983779587","doi":"10.1093/geroni/igz038.2319","title":"DEVELOPING A RAI-MDS 2.0 BEHAVIOR-BASED PAIN ASSESSMENT SCALE FOR LONG-TERM CARE RESIDENTS WITH ADVANCED DEMENTIA","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Pain Management and Opioid Use","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Athabasca University","funders":"","keywords":"Minimum Data Set; Long-term care; Exploratory factor analysis; Confirmatory factor analysis; Dementia; Scale (ratio); Delphi method; Pain assessment; Pain scale; Psychology; Cognition; Construct validity; Activities of daily living; Clinical psychology; Medicine; Psychometrics; Physical therapy; Nursing homes; Psychiatry; Structural equation modeling; Disease; Pain management; Statistics; Nursing; Internal medicine","score_opus":0.020479935235565766,"score_gpt":0.33905365312251573,"score_spread":0.31857371788695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2983779587","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8725277,0.00004031136,0.12501998,0.00053592364,0.00011537292,0.0013997351,0.0000014895095,0.000057219037,0.00030225786],"genre_scores_gemma":[0.9576461,0.0000029366447,0.04027447,0.0012009537,0.00003619175,0.00030679393,0.00034787608,0.000026443038,0.00015827507],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987894,0.000038385395,0.00037843344,0.00027751,0.00027441193,0.00024182299],"domain_scores_gemma":[0.9992628,0.000059664424,0.00015777639,0.00021983671,0.00027943266,0.00002048149],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000711475,0.00013463252,0.0001859858,0.00049000623,0.000063614076,0.00004060548,0.00008408678,0.00004221385,0.000034567696],"category_scores_gemma":[0.000039046063,0.00012833168,0.000023560207,0.0008210307,0.000015124887,0.00014597262,0.000028138966,0.000115654795,0.000003970865],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008642177,0.000041063307,0.98449314,0.00061040185,0.000020279365,0.00001111626,0.00022366334,0.00010162528,0.0019171564,0.00033980905,0.000035627527,0.012119701],"study_design_scores_gemma":[0.0039339033,0.00015795983,0.99122965,0.0012257877,0.00004808862,3.0450138e-7,0.00050389726,0.0007202097,0.0017009728,0.000026832524,0.00027996482,0.00017240929],"about_ca_topic_score_codex":0.00001775355,"about_ca_topic_score_gemma":0.00005250931,"teacher_disagreement_score":0.08511835,"about_ca_system_score_codex":0.00028487135,"about_ca_system_score_gemma":0.00016903922,"threshold_uncertainty_score":0.52332145},"labels":[],"label_agreement":null},{"id":"W2983804628","doi":"10.1093/geroni/igz038.2957","title":"HEALTHY RESIDENCE IN RICHARDSVILLE: A PHOTOVOICE PROJECT ON AGING IN PLACE","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Atlanta; Renting; Aging in place; Economic rent; Residence; Apartment; Photovoice; Liberian dollar; Unit (ring theory); Property value; Geography; Quarter (Canadian coin); Real estate; Gerontology; Socioeconomics; Economic growth; Sociology; Business; Psychology; Medicine; Engineering; Demography; Economics; Metropolitan area; Finance; Civil engineering","score_opus":0.03875348105986004,"score_gpt":0.36067087902852196,"score_spread":0.3219173979686619,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2983804628","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98241615,0.00010843317,0.00004668573,0.0039886064,0.00029421202,0.0005859399,9.76723e-7,0.000048854505,0.012510145],"genre_scores_gemma":[0.99759805,0.00012748952,0.00019734251,0.0010001345,0.000111451605,0.000062907355,0.0000037486236,0.000009465991,0.00088941865],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982159,0.0002329562,0.00050967175,0.00031225398,0.00037718448,0.0003520261],"domain_scores_gemma":[0.99927425,0.00027671107,0.00018967013,0.00013476273,0.00011026866,0.000014332756],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024988798,0.00010900929,0.00017899604,0.0011178516,0.0001571809,0.000058042806,0.00015096254,0.000059100825,0.000032042444],"category_scores_gemma":[0.00055039005,0.000117910495,0.000012763712,0.0040582246,0.00004351244,0.0003638317,0.000030956315,0.0002871822,0.000026868385],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028069786,0.00004950781,0.58130056,0.000048573216,0.0000022517208,0.000008073237,0.39346275,0.00034065716,0.00012687742,0.022417879,0.0012883147,0.0009264643],"study_design_scores_gemma":[0.002145441,0.00008109157,0.9332493,0.001363129,0.0000022101422,9.1841986e-7,0.031767476,0.0017815867,0.00030102927,0.0047198483,0.024036173,0.00055182393],"about_ca_topic_score_codex":0.07257287,"about_ca_topic_score_gemma":0.12147455,"teacher_disagreement_score":0.36169526,"about_ca_system_score_codex":0.0004435726,"about_ca_system_score_gemma":0.0003327898,"threshold_uncertainty_score":0.9336029},"labels":[],"label_agreement":null},{"id":"W2983805067","doi":"10.1093/geroni/igz038.2133","title":"STAFF PERSPECTIVES ON COUNTERING STAFF-TO-RESIDENT MISTREATMENT IN LONG-TERM CARE FACILITIES","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal","funders":"","keywords":"Feeling; Psychological intervention; Work (physics); Nursing; Psychology; Qualitative research; Medicine; Social psychology","score_opus":0.020413115304489738,"score_gpt":0.3235049260994984,"score_spread":0.30309181079500863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2983805067","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.990618,0.0002146965,0.000041691048,0.000596882,0.00019601836,0.00035145995,0.0000052799833,0.000038430542,0.0079375245],"genre_scores_gemma":[0.9988547,0.000069584195,0.000030011814,0.0000474972,0.000060257193,0.000031287538,0.000007915939,0.0000073367737,0.00089139515],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9989527,0.000055375527,0.0002308952,0.00023965091,0.00028364317,0.00023776086],"domain_scores_gemma":[0.9996276,0.000055013417,0.000051272284,0.0001247812,0.000121351564,0.000019965024],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020654059,0.00009260202,0.0001141862,0.0004123801,0.00009472361,0.000087582535,0.000108917775,0.00003942553,0.00014696916],"category_scores_gemma":[0.000052280448,0.00009896356,0.00001648076,0.00079414813,0.000029954146,0.00018192842,0.000024968444,0.00010470419,0.0000360815],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024925477,0.00006638123,0.31469777,0.00005202847,0.000008903024,0.000011903747,0.6717845,0.00031759127,0.0010722718,0.006652729,0.000042161362,0.0052687945],"study_design_scores_gemma":[0.00088548945,0.0002076492,0.12179915,0.0011970085,0.0000026614634,3.9978232e-7,0.87008905,0.0000123222035,0.002982118,0.00027163062,0.0022456094,0.00030689768],"about_ca_topic_score_codex":0.002945685,"about_ca_topic_score_gemma":0.010242998,"teacher_disagreement_score":0.19830452,"about_ca_system_score_codex":0.00087554887,"about_ca_system_score_gemma":0.00010132652,"threshold_uncertainty_score":0.57158333},"labels":[],"label_agreement":null},{"id":"W2983922863","doi":"10.1093/geroni/igz038.426","title":"PREVENTABILITY OF DEMENTIA IN PRIMARY CARE SETTINGS","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Dementia; Medicine; Dyslipidemia; Hazard ratio; Cohort; Proportional hazards model; Poisson regression; Cohort study; Retrospective cohort study; Diabetes mellitus; Medical record; Disease; Gerontology; Internal medicine; Population; Environmental health; Confidence interval","score_opus":0.012625158135420575,"score_gpt":0.3137549743079917,"score_spread":0.3011298161725711,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2983922863","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98076534,0.00007903679,0.00007015339,0.00027141103,0.00004100171,0.00051540177,0.0000015573058,0.000009285308,0.018246807],"genre_scores_gemma":[0.99909496,0.0000033033934,0.00037692083,0.000286204,0.000010264985,0.00002042235,0.00007197139,0.0000055896217,0.0001303707],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990463,0.00003571136,0.0003861704,0.00015133365,0.00023872455,0.00014173651],"domain_scores_gemma":[0.99955314,0.000032809254,0.00007525142,0.00011647388,0.00021187025,0.000010477677],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061362085,0.00005263555,0.0001325415,0.00040965865,0.000007982018,0.0000055119253,0.00004165515,0.00002645222,0.00026473135],"category_scores_gemma":[0.00006152964,0.000052959258,0.00001633105,0.0010067297,0.000020164356,0.0001012256,0.000046059897,0.00013594271,0.000010557667],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003693843,0.000090919784,0.9549046,0.0007465606,0.000008880408,0.0000028320826,0.00083503395,0.0000021841395,0.029006522,0.00013494147,0.00001557746,0.014215012],"study_design_scores_gemma":[0.0014677362,0.00006359001,0.97903925,0.00040815905,0.0000055701485,0.0000010934152,0.0012851263,0.000032635206,0.017323464,0.00011241759,0.00021757538,0.00004336924],"about_ca_topic_score_codex":0.000035555135,"about_ca_topic_score_gemma":0.00000536159,"teacher_disagreement_score":0.024134664,"about_ca_system_score_codex":0.00013597915,"about_ca_system_score_gemma":0.00010272031,"threshold_uncertainty_score":0.28986228},"labels":[],"label_agreement":null},{"id":"W2983962074","doi":"10.1093/geroni/igz038.1473","title":"LIVING IN RURAL CONTEXTS: TOWARD A CRITICAL INTERDISCIPLINARY PERSPECTIVE ON RURAL AGING","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trent University","funders":"","keywords":"Rurality; Intersectionality; Sociology; Rural area; Gerontology; Perspective (graphical); Rural history; Gender studies; Economic growth; Political science; Medicine","score_opus":0.039965017007803895,"score_gpt":0.4381332387061096,"score_spread":0.3981682216983057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2983962074","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9322961,0.0001505015,0.00048367304,0.0090957405,0.0008801031,0.00022760809,0.0000016634272,0.00007173331,0.056792885],"genre_scores_gemma":[0.9976095,5.81663e-7,0.00006874891,0.0007075516,0.00012980451,0.000057885216,0.0000055090068,0.00002270873,0.0013977302],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981253,0.00027264364,0.00049103494,0.0003575679,0.00020275544,0.00055065413],"domain_scores_gemma":[0.9987216,0.000726648,0.00007317056,0.00026420105,0.00018351477,0.00003086691],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011003015,0.00016429719,0.00025942194,0.0010921977,0.00007224692,0.000050568535,0.00021893143,0.00012620108,0.0006795188],"category_scores_gemma":[0.00032354612,0.00016964065,0.000035896446,0.0010958773,0.00012854757,0.0002284417,0.00021342176,0.00088029134,0.0004185228],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015638249,0.00022447294,0.56450456,0.000036762092,0.00002820879,0.00010069633,0.11130594,0.000023957353,0.00033159848,0.3132493,0.0004862979,0.00955187],"study_design_scores_gemma":[0.0013814192,0.00020390809,0.6581828,0.0012603028,0.0000035115356,0.00005492493,0.32771316,0.0010032954,0.000048264603,0.009746055,0.000050823357,0.0003515647],"about_ca_topic_score_codex":0.0004884589,"about_ca_topic_score_gemma":0.000087830034,"teacher_disagreement_score":0.30350322,"about_ca_system_score_codex":0.00045367505,"about_ca_system_score_gemma":0.00004508883,"threshold_uncertainty_score":0.7440254},"labels":[],"label_agreement":null},{"id":"W2983971168","doi":"10.1093/geroni/igz038.3453","title":"DEMENTIA WITHOUT BORDERS: BUILDING COMMUNITY CONNECTIONS TO REDUCE STIGMA AND FOSTER INCLUSION","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Dementia; Stigma (botany); Citizenship; Quilt; Inclusion (mineral); Sociology; Public relations; Psychology; Medicine; Gender studies; Political science; Psychiatry; Law; Visual arts; Politics","score_opus":0.1796827114778487,"score_gpt":0.4664406154052377,"score_spread":0.286757903927389,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2983971168","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99053437,0.000043231477,0.0013475727,0.0027108581,0.0008811088,0.0013163371,0.000006834805,0.00004969982,0.0031099794],"genre_scores_gemma":[0.98443377,0.0000056299587,0.0020979038,0.012989461,0.000057430032,0.000120369295,0.00007800741,0.000014130744,0.00020328673],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998202,0.0004257854,0.0006813277,0.00017535084,0.00018582893,0.00032965458],"domain_scores_gemma":[0.99908835,0.0002482788,0.00020360516,0.00022763082,0.00016641479,0.0000657207],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0019471605,0.00010462599,0.0001481622,0.000450036,0.001628105,0.000011255435,0.00010294545,0.00007331197,0.00015227984],"category_scores_gemma":[0.00007800301,0.00010703498,0.00000798586,0.0008850924,0.000014901604,0.00023945884,0.00064663,0.00059922505,0.00006283971],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057106976,0.000067719724,0.9479444,0.00069269736,0.0000087833405,2.8300934e-7,0.022944767,0.000046328038,0.01309779,0.006891167,0.0006169495,0.0076320097],"study_design_scores_gemma":[0.014138277,0.0012255216,0.5586432,0.019307183,0.00005278846,0.000005093848,0.12887499,0.0043420144,0.012706266,0.022646962,0.23646234,0.0015953408],"about_ca_topic_score_codex":0.0015560624,"about_ca_topic_score_gemma":0.000515278,"teacher_disagreement_score":0.38930115,"about_ca_system_score_codex":0.00022511916,"about_ca_system_score_gemma":0.00009658341,"threshold_uncertainty_score":0.99967164},"labels":[],"label_agreement":null},{"id":"W2984003898","doi":"10.1093/geroni/igz038.3156","title":"FALLS IN MID-LIFE: A SCOPING LITERATURE REVIEW","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Neurotrauma Foundation; Western University","funders":"","keywords":"CINAHL; Falling (accident); Gerontology; Accidental; Fear of falling; Falls in older adults; Injury prevention; Medicine; Population; Fall prevention; Poison control; Accidental fall; Occupational safety and health; Demography; Suicide prevention; Environmental health; Psychological intervention; Psychiatry; Surgery","score_opus":0.034588995019178836,"score_gpt":0.39833646991242716,"score_spread":0.3637474748932483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2984003898","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96460444,0.015657745,0.0002075164,0.0035877419,0.0013074713,0.0020105846,0.000004922262,0.000084918,0.012534675],"genre_scores_gemma":[0.97771007,0.0056751273,0.00047529224,0.014080162,0.00019714743,0.00018728469,0.0001458852,0.000022087499,0.0015069696],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981259,0.00026193412,0.00092803943,0.00023533416,0.00015240759,0.00029639385],"domain_scores_gemma":[0.9991673,0.000107790496,0.0003108473,0.00022139576,0.0001723548,0.000020306521],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001631932,0.00010588086,0.00025895733,0.00042972373,0.00007196608,0.000013528622,0.000111438996,0.00013683003,0.000064591],"category_scores_gemma":[0.00029163386,0.00010429523,0.00002198858,0.0026098073,0.000008231575,0.0003196418,0.000051995346,0.00070774864,0.00025342687],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023901533,0.00016888462,0.91321856,0.030487586,0.00001108667,0.000014293553,0.0058468096,0.0000044450403,0.016598932,0.019287666,0.0046176966,0.009720123],"study_design_scores_gemma":[0.0024443583,0.000017702945,0.6085799,0.3744328,0.0000051079296,0.0000020595487,0.0007030406,0.00020202556,0.000012183465,0.0019389382,0.011346003,0.0003159487],"about_ca_topic_score_codex":0.000035799618,"about_ca_topic_score_gemma":0.00007272282,"teacher_disagreement_score":0.3439452,"about_ca_system_score_codex":0.00012744428,"about_ca_system_score_gemma":0.00015596581,"threshold_uncertainty_score":0.4253036},"labels":[],"label_agreement":null},{"id":"W2984012838","doi":"10.1093/geroni/igz038.1853","title":"VALIDATION OF A NEW FUNCTIONAL COGNITION SCREENING MEASURE","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Cronbach's alpha; Cognition; Neurocognitive; Psychology; Activities of daily living; Cognitive impairment; Clinical psychology; Psychometrics; Audiology; Medicine; Psychiatry","score_opus":0.05881707294560891,"score_gpt":0.3338083724085513,"score_spread":0.27499129946294243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2984012838","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95647186,0.000014303738,0.030008033,0.00065493915,0.00006961231,0.00030659107,9.943942e-7,0.000019396692,0.012454241],"genre_scores_gemma":[0.9976084,0.000001360655,0.00083931227,0.00022991825,0.00006821293,0.00000897826,0.00015405923,0.0000069459493,0.001082765],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99904966,0.00002295716,0.0002981038,0.00012347056,0.00039866063,0.00010712311],"domain_scores_gemma":[0.99932694,0.00002891737,0.00009561568,0.00006775378,0.00046211827,0.000018653378],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005436538,0.00005256327,0.000100060206,0.00055131165,0.000017149994,0.000011819052,0.000020903924,0.000031683012,0.0015444517],"category_scores_gemma":[0.00013589112,0.00005325339,0.00002033859,0.0011223741,0.000012072612,0.00015721752,0.000014592215,0.000119832956,0.00005477658],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015230126,0.00006435645,0.79819226,0.000075141834,0.000027831877,0.0000019317354,0.000165183,0.000037953298,0.16078909,0.0009946243,0.00029862497,0.039200693],"study_design_scores_gemma":[0.003073783,0.000108896544,0.852042,0.00047690637,0.000018720151,0.000008999255,0.00040420535,0.00047730017,0.1421673,0.0007957871,0.0003559742,0.00007012787],"about_ca_topic_score_codex":0.000020086138,"about_ca_topic_score_gemma":6.0758634e-7,"teacher_disagreement_score":0.05384973,"about_ca_system_score_codex":0.000030158151,"about_ca_system_score_gemma":0.00010868716,"threshold_uncertainty_score":0.99936825},"labels":[],"label_agreement":null},{"id":"W2984089652","doi":"10.1093/geroni/igz038.1742","title":"EMPOWERMENT AMONG FORMAL CAREGIVERS WORKING WITH PERSONS WITH DEMENTIA IN HOME CARE","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Empowerment; Competence (human resources); Autonomy; Psychology; Dementia; Experiential learning; Nursing; Medicine; Social psychology; Pedagogy","score_opus":0.021647783385939808,"score_gpt":0.313365623577436,"score_spread":0.2917178401914962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2984089652","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98967785,0.00008746099,0.00021403994,0.00031064817,0.00048660047,0.0005775639,0.000001918234,0.00004734342,0.008596576],"genre_scores_gemma":[0.99912363,0.000002772518,0.00032097372,0.00010692246,0.000056077533,0.00005867752,0.000047832138,0.000020638077,0.00026248378],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986856,0.000061433304,0.00035376835,0.00023045497,0.00022697158,0.00044177746],"domain_scores_gemma":[0.9994133,0.000050041755,0.00019981676,0.0001674441,0.00014694697,0.00002245875],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003004245,0.00012417996,0.00017703383,0.0006557919,0.00018042662,0.000017328515,0.000086357286,0.000077632954,0.00009583736],"category_scores_gemma":[0.000006359028,0.00010546702,0.000012452502,0.0016846373,0.00002642835,0.00027429682,0.000039075927,0.00041704325,0.000013382663],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006899734,0.000009728201,0.92710274,0.00011085284,0.000011385923,0.000009560052,0.07070712,0.00017974655,0.00003733757,0.000332383,0.00015039102,0.0012797846],"study_design_scores_gemma":[0.002113165,0.00007682564,0.77861947,0.0012651209,0.00001105499,0.0000010447984,0.21634206,0.000043750893,0.000023458882,0.00001510678,0.0013136206,0.00017534019],"about_ca_topic_score_codex":0.001037627,"about_ca_topic_score_gemma":0.002422423,"teacher_disagreement_score":0.14848326,"about_ca_system_score_codex":0.0004236968,"about_ca_system_score_gemma":0.00019086992,"threshold_uncertainty_score":0.43008202},"labels":[],"label_agreement":null},{"id":"W2984095632","doi":"10.1093/geroni/igz038.1032","title":"MEMORY FOR PICTURES AND WORDS AFTER A NATURAL DISASTER","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cognition; Baton rouge; Recall; Psychology; Free recall; Natural disaster; Montreal Cognitive Assessment; Cognitive impairment; Cognitive psychology; Geography; Psychiatry; Humanities; Art","score_opus":0.032829754416875453,"score_gpt":0.34715400967598964,"score_spread":0.31432425525911417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2984095632","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99484503,0.00008351375,0.0004367351,0.0024860871,0.00018911714,0.0005419508,0.0000019062296,0.000021083055,0.0013945478],"genre_scores_gemma":[0.9945224,5.675067e-7,0.0018241588,0.0014002324,0.00009164317,0.00007964543,0.0000131172665,0.000012552754,0.0020556669],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99931794,0.00001241425,0.00022312564,0.00014604672,0.00014836967,0.00015209209],"domain_scores_gemma":[0.9996161,0.000111691865,0.000033791202,0.0001319934,0.00009108961,0.00001531972],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033562005,0.00006429788,0.00011744581,0.00031422265,0.000014481808,0.000025329311,0.000032155098,0.000036481502,0.00011593222],"category_scores_gemma":[0.00014265199,0.000052794636,0.000012958651,0.00041276525,0.000030054718,0.000100147525,0.00002666717,0.00016533183,0.000010588385],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013117404,0.0000976988,0.786402,0.0016103834,0.00007931018,0.000019795183,0.016795982,0.0000069690186,0.028965516,0.0055702603,0.0024404696,0.1566999],"study_design_scores_gemma":[0.0043186224,0.00012153029,0.98160523,0.00057441695,0.000010598383,0.000034693145,0.002090084,0.002012376,0.0030444579,0.002739672,0.0032560313,0.00019230664],"about_ca_topic_score_codex":0.0000051922893,"about_ca_topic_score_gemma":0.0000047980543,"teacher_disagreement_score":0.19520323,"about_ca_system_score_codex":0.000038390233,"about_ca_system_score_gemma":0.000025990204,"threshold_uncertainty_score":0.21529028},"labels":[],"label_agreement":null},{"id":"W2984219891","doi":"10.1093/geroni/igz038.2758","title":"RAISING OUR VOICES: THE BENEFITS OF AN INTERGENERATIONAL CHOIR FOR PEOPLE WITH DEMENTIA AND THEIR CARE PARTNERS","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Choir; Dementia; Quality of life (healthcare); Intervention (counseling); Psychology; Gerontology; Stigma (botany); Social isolation; Medicine; Psychiatry; Pedagogy; Psychotherapist","score_opus":0.06101691283507828,"score_gpt":0.3875135652721125,"score_spread":0.32649665243703424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2984219891","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9941606,0.0002662263,0.0033116976,0.0011017851,0.00016334273,0.00023274787,0.000006940868,0.000011042014,0.0007456024],"genre_scores_gemma":[0.9991856,5.826676e-7,0.000329555,0.00015064683,0.000057531135,0.00005384315,0.000056359513,0.000008875754,0.00015700367],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99937147,0.00005257869,0.0001946712,0.0001697652,0.000069566995,0.0001419601],"domain_scores_gemma":[0.99948436,0.00007283924,0.00009112013,0.0001428204,0.00019950392,0.000009345912],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039810454,0.00006569403,0.00010001954,0.00014862286,0.000071427785,0.000021401476,0.00008796495,0.00003668972,0.000021183218],"category_scores_gemma":[0.000017234672,0.000044002863,0.000008675807,0.00032053835,0.000023047789,0.000095923126,0.000019585768,0.00009501894,0.0000017383584],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012342253,0.000040627274,0.87752336,0.00006988827,0.000099809535,2.7161775e-7,0.057116427,0.0007657725,0.0007265296,0.033337075,0.0002801387,0.029916694],"study_design_scores_gemma":[0.0036948961,0.00042171092,0.84046656,0.00022939664,0.000022402495,0.000022914606,0.14375325,0.0049501383,0.0029278612,0.00091946684,0.0022625118,0.00032891493],"about_ca_topic_score_codex":0.00009440727,"about_ca_topic_score_gemma":0.0006793393,"teacher_disagreement_score":0.08663682,"about_ca_system_score_codex":0.000012833617,"about_ca_system_score_gemma":0.000028209435,"threshold_uncertainty_score":0.17943847},"labels":[],"label_agreement":null},{"id":"W2984256518","doi":"10.1093/geroni/igz038.2759","title":"NOTEWORTHY: THE IMPACT OF A CHOIR FOR OLDER ADULTS WITH DEMENTIA ON THE WELL-BEING AND QUALITY OF LIFE OF CAREGIVERS","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Dementia; Choir; Respite care; Quality of life (healthcare); Mood; Psychosocial; Psychology; Gerontology; Caregiver burden; Medicine; Clinical psychology; Nursing; Psychiatry; Psychotherapist; Disease","score_opus":0.03165531794252834,"score_gpt":0.37805940381052905,"score_spread":0.3464040858680007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2984256518","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9971056,0.000039901483,0.00023613647,0.0009497372,0.000106643136,0.00069840613,0.000006803042,0.0000046950495,0.00085208646],"genre_scores_gemma":[0.9997669,0.0000048494458,0.000056632358,0.000087319255,0.000023031267,0.000018743889,0.000006969101,0.0000064372803,0.0000291158],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99910796,0.0001080583,0.00045136994,0.00009209936,0.00012596363,0.00011457612],"domain_scores_gemma":[0.99826163,0.0007219544,0.00052697846,0.0001704645,0.0003108857,0.000008080047],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00091653067,0.000059353068,0.00016907882,0.00013092649,0.0000768236,0.0000023258913,0.000065479,0.000039306884,0.00003632934],"category_scores_gemma":[0.00015818338,0.000031972628,0.000026563957,0.0005515991,0.0000378022,0.000041416464,0.000018669178,0.00013167459,4.9363786e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004669368,0.00003180098,0.9341449,0.0005642576,0.00006626883,3.1911767e-8,0.055089246,0.00015144354,0.0007066748,0.006594649,0.000547248,0.001636505],"study_design_scores_gemma":[0.0017171705,0.000106507745,0.96270686,0.000884763,0.000012608822,5.4881287e-8,0.033580817,0.00018535534,0.0004804996,0.00022523815,0.000046757952,0.00005337989],"about_ca_topic_score_codex":0.0022198858,"about_ca_topic_score_gemma":0.00008733723,"teacher_disagreement_score":0.028561909,"about_ca_system_score_codex":0.000030982865,"about_ca_system_score_gemma":0.00012359626,"threshold_uncertainty_score":0.3355818},"labels":[],"label_agreement":null},{"id":"W2984318202","doi":"10.1093/geroni/igz038.055","title":"ONDRI: A PROVINCIAL INITIATIVE TO UNDERSTAND THE HEALTH SYSTEM IMPACT OF AGING AND NEURODEGENERATIVE DISEASES","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging, Elder Care, and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo; Institute for Clinical Evaluative Sciences","funders":"","keywords":"Disease; Medicine; Gerontology; Health care; Population; Population ageing; Psychological intervention; Nursing; Environmental health","score_opus":0.06344728179302137,"score_gpt":0.41226457273914724,"score_spread":0.3488172909461259,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2984318202","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99337536,0.00015535092,0.0013445817,0.0016961308,0.00033214243,0.0011959869,0.000047935566,0.000046978417,0.0018055246],"genre_scores_gemma":[0.99714863,0.000006801644,0.000051232804,0.0024630153,0.0001740187,0.000034762936,0.000015892843,0.000017192155,0.000088452536],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9981983,0.0004954936,0.00059246406,0.00021670871,0.00020249705,0.00029456522],"domain_scores_gemma":[0.9987515,0.00034166916,0.00041811023,0.00015063363,0.00029063402,0.00004745294],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006708991,0.00012454174,0.00029132448,0.00028543494,0.00042480405,0.000020396015,0.00009002249,0.000047410824,0.000015432519],"category_scores_gemma":[0.00016059764,0.00009252895,0.000028166545,0.0010029866,0.0000450454,0.00017337821,0.00008287546,0.00030144327,0.0000068358463],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041783198,0.000022377022,0.61414695,0.000541954,0.000031668435,0.0000020096143,0.35084555,0.00012746087,0.00019467999,0.032053992,0.00065609306,0.0013354587],"study_design_scores_gemma":[0.0012600854,0.00025193245,0.47723517,0.0018650566,0.00001360057,9.545439e-7,0.51657605,0.00080999546,0.00009411729,0.0014836964,0.0001535541,0.00025579307],"about_ca_topic_score_codex":0.0021113001,"about_ca_topic_score_gemma":0.00050605636,"teacher_disagreement_score":0.16573048,"about_ca_system_score_codex":0.00055990665,"about_ca_system_score_gemma":0.0006773305,"threshold_uncertainty_score":0.3773221},"labels":[],"label_agreement":null},{"id":"W2984354765","doi":"10.1093/geroni/igz038.413","title":"STAYING ENGAGED: A TAILORED COMMUNITY PROGRAM FOR PEOPLE LIVING WITH DEMENTIA AND THEIR FAMILY CAREGIVERS","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Dementia; Psychology; Socialization; Dyad; Recreation; Intervention (counseling); Family caregivers; Gerontology; Activities of daily living; Medicine; Psychiatry; Developmental psychology","score_opus":0.02938431724084814,"score_gpt":0.3123622786784136,"score_spread":0.2829779614375655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2984354765","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99265975,0.000044124965,0.0033873683,0.00025799146,0.000031452448,0.0013625495,0.0000027962456,0.000055705317,0.00219826],"genre_scores_gemma":[0.9982104,0.0000059927443,0.0012208375,0.00020342722,0.00001577733,0.00019509914,0.000058998066,0.000015833442,0.00007369075],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99909097,0.00017241488,0.00019679518,0.00014780724,0.00015601456,0.00023602492],"domain_scores_gemma":[0.99909675,0.0003508643,0.000072161514,0.00013637244,0.00031726752,0.000026597576],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016582872,0.00009972759,0.0001600201,0.00033832272,0.00022729415,0.00006162813,0.0000550209,0.000028469087,0.000028444863],"category_scores_gemma":[0.00018394379,0.00008131923,0.000015736503,0.00075015856,0.00003572204,0.0001677975,0.00006093812,0.00048056696,0.00000161313],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000071686685,0.00013963641,0.93616664,0.00033928565,0.00007419552,0.0000011058121,0.014404361,0.0000033601907,0.0076475143,0.00011408687,0.000027060787,0.04101108],"study_design_scores_gemma":[0.0026222663,0.0006148028,0.8790599,0.0005924155,0.00002348167,0.000005033163,0.11426792,0.0011045493,0.0010897939,0.00006119712,0.00044109434,0.00011751911],"about_ca_topic_score_codex":0.00018161937,"about_ca_topic_score_gemma":0.00006507272,"teacher_disagreement_score":0.09986356,"about_ca_system_score_codex":0.000053436197,"about_ca_system_score_gemma":0.0000721959,"threshold_uncertainty_score":0.33161017},"labels":[],"label_agreement":null},{"id":"W2984363981","doi":"10.1093/geroni/igz038.2893","title":"OLDER BLUES MUSICIANS","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Cultural Industries and Urban Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Blues; Longevity; Face (sociological concept); Psychology; Gerontology; Art; Medicine; Sociology; Art history; Social science","score_opus":0.04131270636080397,"score_gpt":0.3124310960906059,"score_spread":0.2711183897298019,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2984363981","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89508784,0.000013603027,0.000039592982,0.010428886,0.0004468516,0.00012369387,2.9211452e-7,0.000037496913,0.09382176],"genre_scores_gemma":[0.96482104,0.000003013498,0.00010671557,0.00097310834,0.00010997331,0.0000045421534,0.0000040707782,0.0000027956262,0.033974737],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994556,0.000017725508,0.00016293718,0.00008756248,0.00014245836,0.0001337738],"domain_scores_gemma":[0.99979204,0.000018906441,0.000047903126,0.000045515615,0.00008672263,0.0000089112],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003372732,0.00003609253,0.000048706883,0.00010295909,0.00008981189,0.00005381622,0.00006675557,0.00003924075,0.00094598345],"category_scores_gemma":[0.00004558993,0.0000343115,0.000006808024,0.0011003605,0.000027246917,0.00016045618,0.000015387666,0.0000799251,0.00008444905],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000029478033,0.000033901313,0.4895382,0.000011848391,0.000008931289,0.00000410784,0.08297933,0.000041638217,0.0009070483,0.23698719,0.09483183,0.09465304],"study_design_scores_gemma":[0.0001885254,0.000003504637,0.077447414,0.00006832904,6.7740586e-7,1.9897942e-7,0.026769664,0.000023836988,0.00032249637,0.0011801566,0.8938697,0.00012547139],"about_ca_topic_score_codex":0.0011546259,"about_ca_topic_score_gemma":0.00060797005,"teacher_disagreement_score":0.7990379,"about_ca_system_score_codex":0.00009973769,"about_ca_system_score_gemma":0.00005994136,"threshold_uncertainty_score":0.9999673},"labels":[],"label_agreement":null},{"id":"W2984416695","doi":"10.1093/geroni/igz038.1113","title":"THE PROTECTIVE ROLE OF SOCIAL SUPPORT ON DEPRESSIVE SYMPTOMS AMONG AGING SEXUAL MINORITY CANADIANS","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Guelph; University of Ottawa; Saint Paul University","funders":"","keywords":"Sexual orientation; Social support; Psychology; Lesbian; Stressor; Mental health; Clinical psychology; Depressive symptoms; Sexual minority; Population; Demography; Psychiatry; Social psychology; Cognition","score_opus":0.014909437566944534,"score_gpt":0.32787699656077257,"score_spread":0.31296755899382805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2984416695","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94010705,0.000018065322,0.000020604279,0.0012643241,0.00053647225,0.00045622597,0.0000151426275,0.000022787595,0.057559337],"genre_scores_gemma":[0.9954258,5.74011e-7,0.0000026424277,0.00033777632,0.00030294535,0.000066082175,0.00001290055,0.000013345701,0.0038379203],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987047,0.00013601665,0.00041407294,0.00022449945,0.00017954962,0.0003411718],"domain_scores_gemma":[0.99919313,0.00009640665,0.00030499525,0.00020900878,0.00017122849,0.000025253112],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005205757,0.000103212464,0.00014156575,0.000344389,0.00022091031,0.000033010732,0.00017577615,0.000103249695,0.00011386994],"category_scores_gemma":[0.000064711465,0.00009672027,0.000020204036,0.0007514407,0.00008618264,0.00011381475,0.000028016562,0.00035720394,0.000060923034],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018358516,0.000033531363,0.9289702,0.00006660797,0.000029395009,0.0000031784214,0.011199193,0.000012450301,0.00032593994,0.043966513,0.0011524989,0.014222122],"study_design_scores_gemma":[0.00046454408,0.0000532053,0.99361306,0.0000118651415,0.0000071303516,0.0000021061874,0.0019620298,0.00003228076,0.00011544257,0.0025049858,0.0011218128,0.000111546135],"about_ca_topic_score_codex":0.10856569,"about_ca_topic_score_gemma":0.015799223,"teacher_disagreement_score":0.092766464,"about_ca_system_score_codex":0.00018882283,"about_ca_system_score_gemma":0.00017294362,"threshold_uncertainty_score":0.89737046},"labels":[],"label_agreement":null},{"id":"W2984545499","doi":"10.1093/geroni/igz038.1569","title":"BRAIN FUNCTIONAL CONNECTIVITY IN OLDER ADULTS WITH MCI: DO FALLS MATTER?","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Cognition; Montreal Cognitive Assessment; Cognitive impairment; Cognitive decline; Fear of falling; Medicine; Physical medicine and rehabilitation; Effects of sleep deprivation on cognitive performance; Psychology; Audiology; Gerontology; Internal medicine; Physical therapy; Poison control; Injury prevention; Psychiatry; Dementia; Disease","score_opus":0.02026615555023648,"score_gpt":0.25241930679174923,"score_spread":0.23215315124151276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2984545499","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98310757,0.000008345238,0.0008896605,0.010235046,0.0004596973,0.00046467056,0.000005848177,0.00006294393,0.004766192],"genre_scores_gemma":[0.98899376,7.0870857e-7,0.00007793277,0.01026971,0.00006083475,0.00008013186,0.0000055507962,0.000020864167,0.0004904997],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99822396,0.00011907625,0.00035277437,0.00063978817,0.0003818029,0.00028261766],"domain_scores_gemma":[0.9967854,0.002708526,0.00014958193,0.00022160879,0.000119155724,0.000015712452],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056600507,0.00016981293,0.00019358721,0.0007127488,0.00007991646,0.000059187674,0.0001107336,0.000054136915,0.0003326437],"category_scores_gemma":[0.001791232,0.00016373584,0.000018565923,0.002525463,0.00006663785,0.00055501197,0.00007989898,0.00032004685,0.00025501722],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000197729,0.00015488354,0.95361704,0.000062677165,0.0000052058813,0.000015178431,0.0015079463,0.0014804644,0.026398838,0.013125102,0.0019441585,0.0014907779],"study_design_scores_gemma":[0.0024769008,0.000053913966,0.9849409,0.00029177748,0.0000010628764,0.000024774636,0.00076994527,0.0007947218,0.008201814,0.0011886471,0.0009796546,0.00027590216],"about_ca_topic_score_codex":0.0000875009,"about_ca_topic_score_gemma":0.00014845922,"teacher_disagreement_score":0.031323846,"about_ca_system_score_codex":0.00019298098,"about_ca_system_score_gemma":0.000059388774,"threshold_uncertainty_score":0.6676954},"labels":[],"label_agreement":null},{"id":"W2984570109","doi":"10.1093/geroni/igz038.355","title":"PARASYMPATHETIC INFLUENCE ON COGNITIVE AGING IS MODERATED BY SYMPATHETIC ACTIVITY, ESPECIALLY IN EARLY MIDLIFE","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Heart Rate Variability and Autonomic Control","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Cognition; Cognitive decline; Psychology; Cognitive aging; Autonomic nervous system; Heart rate variability; Effects of sleep deprivation on cognitive performance; Cognitive skill; Sympathetic nervous system; Biomarker; Developmental psychology; Neuroscience; Medicine; Heart rate; Internal medicine; Blood pressure; Dementia; Biology","score_opus":0.015259768517311017,"score_gpt":0.2855231798885801,"score_spread":0.2702634113712691,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2984570109","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9938745,0.000017091796,0.00028499032,0.0036394522,0.00009511199,0.0007256568,0.000014076061,0.00005139239,0.0012977173],"genre_scores_gemma":[0.99586546,0.0000046611967,0.000029560184,0.0037607136,0.000032561897,0.000037818478,0.000018870716,0.000021740738,0.00022863246],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99833876,0.00010688105,0.00056709,0.00042227487,0.00023797102,0.0003270117],"domain_scores_gemma":[0.9991829,0.00022274289,0.00013923793,0.00022109124,0.00019294604,0.000041080173],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00078081095,0.00018171662,0.0003477748,0.00058369624,0.000041210966,0.00006074583,0.00007067072,0.00011512769,0.00009323909],"category_scores_gemma":[0.00022468466,0.00019052495,0.00003228934,0.0013011266,0.000044125525,0.00026436534,0.000029615147,0.0004977098,0.00015545708],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019883738,0.00075772696,0.6720033,0.00015625707,0.000045637815,0.000037597012,0.01277511,0.0016205421,0.2789245,0.0020623168,0.000053393553,0.031364735],"study_design_scores_gemma":[0.009791518,0.00047434488,0.85685444,0.0037471144,0.000028655144,0.000013307548,0.00057246623,0.05013415,0.07437007,0.0018771185,0.0014005308,0.0007363041],"about_ca_topic_score_codex":0.00038701377,"about_ca_topic_score_gemma":0.00001912171,"teacher_disagreement_score":0.20455442,"about_ca_system_score_codex":0.0002786028,"about_ca_system_score_gemma":0.00023594148,"threshold_uncertainty_score":0.7769382},"labels":[],"label_agreement":null},{"id":"W2984634333","doi":"10.1093/geroni/igz038.1367","title":"“BUT WE ARE NOT POWERLESS AGAINST THIS PROBLEM”: OLDER PEOPLE, LONELINESS AND THE MEDIA","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Nipissing University","funders":"","keywords":"Loneliness; Shame; Ideology; Perception; Framing (construction); Population; Population ageing; Social psychology; Sociology; Stigma (botany); Psychology; Public relations; Political science; Politics; Law","score_opus":0.03381579638841701,"score_gpt":0.3389201792035764,"score_spread":0.3051043828151594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2984634333","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9577985,0.00036084873,0.0005250248,0.021281043,0.0006939258,0.0004037311,0.0000046838345,0.00005487274,0.01887738],"genre_scores_gemma":[0.99319834,0.000015321291,0.00009012426,0.0016170014,0.00010545835,0.000078693236,0.000018759549,0.00001839639,0.0048579155],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985327,0.00020329283,0.0004110901,0.0003273349,0.0002060934,0.00031946038],"domain_scores_gemma":[0.9987931,0.00047642656,0.0001732845,0.00032371446,0.00021323902,0.000020232334],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014535416,0.00012626598,0.00023857123,0.00034988867,0.00009169413,0.000048279257,0.00020873889,0.00012276389,0.0004198237],"category_scores_gemma":[0.0001257528,0.00009258531,0.000018573306,0.001014675,0.00014043432,0.00010208936,0.00008505848,0.0004821863,0.0002183522],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002892388,0.00012360282,0.7731291,0.00015390679,0.00007536627,0.00003188406,0.08666387,0.000029394017,0.00027872343,0.09898601,0.0088234525,0.031415433],"study_design_scores_gemma":[0.010621665,0.000026532232,0.9359633,0.0005238237,0.000015234631,0.00005867011,0.042785075,0.0015983599,0.00020311403,0.0033843045,0.004254002,0.0005659254],"about_ca_topic_score_codex":0.00022180834,"about_ca_topic_score_gemma":0.00019815972,"teacher_disagreement_score":0.16283417,"about_ca_system_score_codex":0.000024352064,"about_ca_system_score_gemma":0.000033048895,"threshold_uncertainty_score":0.4596775},"labels":[],"label_agreement":null},{"id":"W2984661113","doi":"10.1093/geroni/igz038.1402","title":"LONG-TERM POVERTY, SPATIAL DISADVANTAGE, AND MULTIPLE EXCLUSIONS IN LATER LIFE: A CASE IN SHANGHAI","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; MacEwan University","funders":"","keywords":"Neighbourhood (mathematics); Poverty; Moderation; Disadvantage; Multilevel model; Demographics; Demography; Psychology; Gerontology; Life course approach; Closure (psychology); Social psychology; Sociology; Medicine; Economic growth; Political science; Economics; Statistics; Mathematics","score_opus":0.02907125211380464,"score_gpt":0.35410885620086885,"score_spread":0.3250376040870642,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2984661113","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9927009,0.00004420198,0.00006154905,0.0054065753,0.0003049743,0.00030252105,0.000004358544,0.000016129907,0.0011588422],"genre_scores_gemma":[0.9963753,0.00003059303,0.000054476524,0.003229475,0.00006472287,0.0000100540465,0.000008235128,0.000006667265,0.00022047634],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989616,0.00007999756,0.00036556326,0.00016471485,0.00013619644,0.00029187166],"domain_scores_gemma":[0.99959636,0.00019395156,0.00006308775,0.000077448785,0.000029239478,0.000039939074],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006849655,0.00006741619,0.00013124845,0.00034898086,0.000106081105,0.000052533887,0.000061535095,0.00006734633,0.00014843413],"category_scores_gemma":[0.00034006397,0.000068395384,0.000008792995,0.00080853736,0.00003442536,0.00030375458,0.00007275082,0.00016219057,0.000008616727],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000068745508,0.000023816217,0.9856407,0.000048578902,6.8668294e-7,0.000106635714,0.009434449,0.000022781753,0.000016687536,0.0020408323,0.000031016407,0.0026269355],"study_design_scores_gemma":[0.00075772795,0.000004512666,0.99439836,0.0001464107,5.1885075e-7,0.0000043489745,0.0029032615,0.0007284538,0.000007764274,0.0002625107,0.000690291,0.00009587061],"about_ca_topic_score_codex":0.026027864,"about_ca_topic_score_gemma":0.16509378,"teacher_disagreement_score":0.13906592,"about_ca_system_score_codex":0.00014158845,"about_ca_system_score_gemma":0.00009561319,"threshold_uncertainty_score":0.9804579},"labels":[],"label_agreement":null},{"id":"W2984666759","doi":"10.1093/geroni/igz038.2431","title":"QUADRICEPS STRENGTH IS ASSOCIATED WITH COGNITION IN OLDER ADULTS WITH CHRONIC STROKE","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Stroke (engine); Mood; Montreal Cognitive Assessment; Dementia; Isometric exercise; Medicine; Physical therapy; Cognition; Physical medicine and rehabilitation; Cognitive decline; Population; Gerontology; Disease; Internal medicine; Clinical psychology; Psychiatry","score_opus":0.00818828952854543,"score_gpt":0.25673493046100154,"score_spread":0.24854664093245613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2984666759","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9954935,0.000038876944,0.00016085812,0.00067157374,0.00009358107,0.0006152553,0.000007883621,0.00004474652,0.0028737627],"genre_scores_gemma":[0.99829614,0.000006901897,0.00026422262,0.0004929463,0.000039563492,0.000038291237,0.00014314616,0.00001852706,0.00070026005],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989142,0.000031445306,0.0003533295,0.00023565913,0.0002757052,0.00018966151],"domain_scores_gemma":[0.99930644,0.00012831796,0.00016604115,0.00012525107,0.0002541042,0.000019831929],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023565782,0.00011425109,0.0002061172,0.00070765073,0.000018761686,0.000015929338,0.00003058711,0.00007568025,0.00025738715],"category_scores_gemma":[0.00008832682,0.00009015614,0.000017259126,0.0015277877,0.000028444065,0.00017726926,0.000007317574,0.00026147682,0.000025328218],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022935164,0.00020737058,0.9908896,0.00015443642,0.00003915882,0.00001145693,0.0019886799,0.000096051146,0.0010351833,0.00015684923,0.000084445586,0.0051074266],"study_design_scores_gemma":[0.008481149,0.00032734967,0.98293924,0.003004668,0.000013572693,0.000007669886,0.0020787779,0.001593844,0.0012751654,0.000014998883,0.00012271547,0.00014082437],"about_ca_topic_score_codex":0.00006358409,"about_ca_topic_score_gemma":0.00016338986,"teacher_disagreement_score":0.0082517965,"about_ca_system_score_codex":0.00032654288,"about_ca_system_score_gemma":0.00016268979,"threshold_uncertainty_score":0.36764607},"labels":[],"label_agreement":null},{"id":"W2984712445","doi":"10.1093/geroni/igz038.2078","title":"COMMUNITY-BASED PARTICIPATORY RESEARCH FILMMAKING WITH FORMERLY HOMELESS OLDER ADULTS","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Filmmaking; Participatory action research; Citizen journalism; Openness to experience; Community-based participatory research; Sociology; Negotiation; Interpersonal communication; Media studies; Gender studies; Public relations; Psychology; Social psychology; Political science; Visual arts; Social science; Art; Anthropology","score_opus":0.49313388341802344,"score_gpt":0.5197600570474296,"score_spread":0.026626173629406114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2984712445","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9911301,0.000017875738,0.00028799786,0.0004387281,0.0003669075,0.0016098086,0.0000076041056,0.00005103936,0.006089931],"genre_scores_gemma":[0.99448526,0.0000010783878,0.0003706383,0.003985545,0.000051796338,0.00050309056,0.00026019363,0.000023225828,0.0003191491],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965292,0.00129246,0.0007628129,0.00018890928,0.0005075087,0.00071911037],"domain_scores_gemma":[0.99811864,0.00067491183,0.0002482361,0.00037781527,0.00051990256,0.000060502287],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005489579,0.000111047266,0.00018725704,0.0006812418,0.0008695144,0.000011595725,0.0001748128,0.00009531003,0.00028223367],"category_scores_gemma":[0.000038774007,0.000097060554,0.000010377807,0.0018350736,0.000045459677,0.00017813072,0.00007099925,0.0016127652,0.00025678298],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022528153,0.00016305107,0.96155614,0.0034138842,0.000003769998,0.0000019622883,0.026356058,0.00005577433,0.000091762166,0.0036788355,0.00030838803,0.0041450975],"study_design_scores_gemma":[0.016457163,0.0014189257,0.71406335,0.04172134,0.000007249127,6.516377e-7,0.19422303,0.00661144,0.0017690765,0.0012797824,0.021686912,0.00076109514],"about_ca_topic_score_codex":0.0013559974,"about_ca_topic_score_gemma":0.00084245385,"teacher_disagreement_score":0.2474928,"about_ca_system_score_codex":0.00040514534,"about_ca_system_score_gemma":0.00038840665,"threshold_uncertainty_score":0.70067525},"labels":[],"label_agreement":null},{"id":"W2984736825","doi":"10.1093/geroni/igz038.1728","title":"DESIGN AND EVALUATION OF AN ECOLOGICAL MOMENTARY ASSESSMENT TOOL FOR ASSESSING DEPRESSION IN DEMENTIA","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Mental Health Research Topics","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network","funders":"","keywords":"Sadness; Dementia; Irritability; Mood; Psychology; Depression (economics); Anxiety; Clinical psychology; Observational study; Psychiatry; Anger; Medicine","score_opus":0.1964200423173975,"score_gpt":0.5337581913955761,"score_spread":0.3373381490781786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2984736825","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98395866,0.000046641442,0.013467829,0.00016604326,0.00020819162,0.0015783696,0.0000011261045,0.000008036384,0.0005650894],"genre_scores_gemma":[0.980411,0.0000015175855,0.019079281,0.00013813355,0.000017701896,0.0002892751,0.000042126812,0.0000070946826,0.000013849386],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99825054,0.0005207467,0.00049962814,0.00023373809,0.00030021553,0.0001951448],"domain_scores_gemma":[0.9993129,0.00024195452,0.00015686982,0.00013277399,0.00014049426,0.0000150096585],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0063617555,0.00006301027,0.00011824977,0.00039855373,0.000033646855,0.0000222584,0.00006630282,0.00006574432,0.00032284769],"category_scores_gemma":[0.000060828133,0.00006285697,0.00000595223,0.00042660808,0.000015901069,0.00028773068,0.000035761565,0.0001386414,0.0000016205435],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052138243,0.00032749726,0.85371184,0.00009593804,0.000009527878,0.0000013451607,0.00055924605,0.0014154478,0.011189209,0.002176775,0.00002944411,0.13043159],"study_design_scores_gemma":[0.002084355,0.00010274895,0.90760964,0.0000777346,0.000004952833,0.0000011023606,0.00057308393,0.086059466,0.00085701223,0.0025434,0.000025705958,0.00006081171],"about_ca_topic_score_codex":0.000045900833,"about_ca_topic_score_gemma":0.000008138629,"teacher_disagreement_score":0.13037078,"about_ca_system_score_codex":0.00023528574,"about_ca_system_score_gemma":0.00009282879,"threshold_uncertainty_score":0.35349557},"labels":[],"label_agreement":null},{"id":"W2984756103","doi":"10.1093/geroni/igz038.357","title":"A GENERIC METHODOLOGY FOR EFFECTIVE CREATION OF LABORATORY-TEST-BASED FRAILTY INDICES","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Quantile; Cut-point; Statistics; Range (aeronautics); Mathematics; Binary classification; Binary number; Population; Test (biology); Computer science; Medicine; Econometrics; Artificial intelligence; Support vector machine; Engineering; Environmental health","score_opus":0.05238557513433397,"score_gpt":0.36759425672550433,"score_spread":0.3152086815911704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2984756103","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96368253,0.000043949516,0.03353698,0.0009522047,0.00020647839,0.0010918095,0.000019521587,0.00004054657,0.00042598703],"genre_scores_gemma":[0.96152496,9.385433e-7,0.037221465,0.0008202415,0.00006431416,0.00015749068,0.00009914852,0.000017661663,0.000093798524],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989716,0.00009251872,0.00043421777,0.00020849198,0.00014936776,0.00014381573],"domain_scores_gemma":[0.9975988,0.0013497978,0.0002935615,0.00018578541,0.000556901,0.000015139308],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009851023,0.000097450764,0.0002742946,0.00066395313,0.000017907016,0.000006298475,0.0000550118,0.000099650926,0.00004879292],"category_scores_gemma":[0.002278606,0.00009696203,0.000025879137,0.0016825171,0.00003998846,0.00009837082,0.000012121259,0.00012934698,0.000008208385],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001269035,0.00010034914,0.52544326,0.0004983196,0.000026542852,0.000001558517,0.0008378222,0.0003105669,0.45247182,0.0014065647,0.00016541476,0.018610852],"study_design_scores_gemma":[0.0050913733,0.0005466484,0.5265882,0.00044380224,0.000034059187,0.0000029183884,0.0002810254,0.0060672034,0.45815527,0.00080040394,0.0018328098,0.00015628278],"about_ca_topic_score_codex":0.000052260253,"about_ca_topic_score_gemma":0.000009936572,"teacher_disagreement_score":0.018454568,"about_ca_system_score_codex":0.00011006496,"about_ca_system_score_gemma":0.00013611975,"threshold_uncertainty_score":0.3953997},"labels":[],"label_agreement":null},{"id":"W2984769819","doi":"10.1093/geroni/igz038.2317","title":"AN EMOTION REGULATION THERAPY FOR LATER-LIFE PAIN: EVIDENCE OF EARLY TREATMENT EFFECTS","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cognition; Psychological intervention; Chronic pain; Randomized controlled trial; Physical therapy; Medicine; Psychology; Clinical psychology; Internal medicine; Psychiatry","score_opus":0.02809044595781047,"score_gpt":0.33638441943398245,"score_spread":0.308293973476172,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2984769819","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98804253,0.00006032777,0.009442076,0.00081547175,0.00013256111,0.0014274514,3.782023e-7,0.000029674951,0.000049549064],"genre_scores_gemma":[0.9979453,0.000009883794,0.0015290083,0.00023867899,0.00007049884,0.00006564191,0.00004129267,0.000011383161,0.00008831099],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99913514,0.00011669538,0.00035469362,0.00016618558,0.00013633905,0.0000909704],"domain_scores_gemma":[0.99909735,0.0003302097,0.00014814972,0.00018299151,0.00022313847,0.000018178192],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010633598,0.000078210076,0.00015978799,0.0002969473,0.000019597652,0.000009225389,0.000025228732,0.000057035548,0.000017572846],"category_scores_gemma":[0.0002933964,0.000063059546,0.000036936675,0.00051982945,0.000016442287,0.00022902367,0.0000022503586,0.000037942104,0.0000032839705],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028727626,0.0001593937,0.4377681,0.00091804593,0.000016047286,1.1313613e-7,0.0018631925,0.00022502808,0.4675528,0.0013055522,0.000010396643,0.089894034],"study_design_scores_gemma":[0.0019379114,0.0025619029,0.9707499,0.0009346237,0.0000046858995,1.7633836e-7,0.0001122778,0.007194271,0.015646318,0.0007427839,0.00004805771,0.00006706417],"about_ca_topic_score_codex":0.000033679302,"about_ca_topic_score_gemma":0.0000014280075,"teacher_disagreement_score":0.5329818,"about_ca_system_score_codex":0.000097075004,"about_ca_system_score_gemma":0.000045112836,"threshold_uncertainty_score":0.25714934},"labels":[],"label_agreement":null},{"id":"W2984793528","doi":"10.1093/geroni/igz038.058","title":"CHALLENGES IN IDENTIFYING PERSONS WITH NEURODEGENERATIVE DISEASES USING HEALTH ADMINISTRATIVE DATABASES","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Amyotrophic Lateral Sclerosis Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; University of Waterloo; University of Toronto; Sunnybrook Health Science Centre; Institute for Clinical Evaluative Sciences","funders":"","keywords":"Amyotrophic lateral sclerosis; Disease; Medicine; Service (business); Medical record; Health care; Diagnosis code; Population; Database; Computer science; Pathology; Environmental health","score_opus":0.316388497164831,"score_gpt":0.44209996757115394,"score_spread":0.12571147040632297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2984793528","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9932019,0.0005064653,0.00037991756,0.004862602,0.000053709504,0.0005354982,0.0000127804315,0.000027358512,0.0004197355],"genre_scores_gemma":[0.9977046,0.00011465599,0.0015427724,0.00040519823,0.000056989044,0.000024357154,0.00006245447,0.000020600179,0.00006833367],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984996,0.000119495766,0.00036427504,0.00037270962,0.00034435486,0.00029958168],"domain_scores_gemma":[0.99940884,0.00007045962,0.00013292159,0.00021410876,0.0001223921,0.000051280018],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003388871,0.00012545883,0.0002542398,0.0005764289,0.00005519219,0.000030004365,0.000061166436,0.000022012138,0.000054439628],"category_scores_gemma":[0.000096327836,0.00010543421,0.000013472175,0.001284507,0.00004881329,0.0003632887,0.00004939941,0.00028901955,0.000006633084],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025255463,0.00025939016,0.95339054,0.00050392456,0.00003212502,0.00012318547,0.0065837093,0.0006801222,0.024460942,0.0059898803,0.000041562005,0.0076820464],"study_design_scores_gemma":[0.0016465749,0.00021938987,0.9863178,0.0016572723,0.0000050946837,0.000028743661,0.004663044,0.004221054,0.00093202735,0.000045656307,0.00010310391,0.00016022273],"about_ca_topic_score_codex":0.0003226171,"about_ca_topic_score_gemma":0.000305848,"teacher_disagreement_score":0.032927256,"about_ca_system_score_codex":0.0003019251,"about_ca_system_score_gemma":0.0003808586,"threshold_uncertainty_score":0.4299482},"labels":[],"label_agreement":null},{"id":"W2984817140","doi":"10.1093/geroni/igz038.2239","title":"OLDER ADULTS AND THE WORLD CAFé APPROACH: CROSS-GENERATIONAL INITIATIVES IN RESEARCH AND EDUCATION","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Regina","funders":"","keywords":"Facilitator; Unit (ring theory); Population; Variety (cybernetics); Medical education; Psychology; Medicine; Social psychology; Computer science; Mathematics education","score_opus":0.12267262646919702,"score_gpt":0.4771323997968741,"score_spread":0.3544597733276771,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2984817140","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9330167,0.00045321742,0.00006810904,0.002591293,0.0001596397,0.00040290723,0.0000010477208,0.000009110748,0.06329796],"genre_scores_gemma":[0.99127877,0.0000031120221,0.00022265226,0.00032051952,0.000086334716,0.0002017007,0.000027778055,0.0000077980885,0.007851309],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99865943,0.00035434324,0.00028788124,0.00029735593,0.00017457231,0.00022644072],"domain_scores_gemma":[0.9990762,0.00046101553,0.000055059307,0.00015793095,0.00023560015,0.000014210068],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025569757,0.00006822164,0.00010732036,0.0008655752,0.00010953911,0.000079522084,0.00008966711,0.000060260292,0.00012000854],"category_scores_gemma":[0.00013117568,0.000054806966,0.000005202235,0.0013963039,0.00038096376,0.000183845,0.00005835458,0.00048592285,0.000020155392],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014148108,0.00009646143,0.6688511,0.00002633713,0.0000067362084,8.003862e-7,0.019974332,0.0000064926217,0.000015339081,0.30376068,0.00043116842,0.0066890917],"study_design_scores_gemma":[0.002319162,0.000014701822,0.98279876,0.00007574647,5.1727983e-7,0.000008473188,0.009736598,0.00079722644,0.000026012947,0.0039475155,0.00020105638,0.000074262316],"about_ca_topic_score_codex":0.00032199384,"about_ca_topic_score_gemma":0.00019359076,"teacher_disagreement_score":0.31394765,"about_ca_system_score_codex":0.000041286163,"about_ca_system_score_gemma":0.000083732964,"threshold_uncertainty_score":0.22349632},"labels":[],"label_agreement":null},{"id":"W2984820133","doi":"10.1093/geroni/igz038.2811","title":"OLDER WOMEN WITH HIV: STRATEGIES FOR HEALTHY AGING","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"HIV-related health complications and treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Socialization; Gerontology; Quarter (Canadian coin); Human immunodeficiency virus (HIV); Thematic analysis; Focus group; Psychology; Cardiovascular health; Medicine; Developmental psychology; Family medicine; Disease; Qualitative research; Sociology","score_opus":0.024831764338303995,"score_gpt":0.34067953267486634,"score_spread":0.31584776833656236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2984820133","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9821775,0.000045327874,0.006192272,0.00654124,0.00006314117,0.0008927741,0.0000035700987,0.00006268847,0.0040215175],"genre_scores_gemma":[0.9938945,0.0000036649067,0.0032289112,0.0017013914,0.00003830766,0.00027790066,0.000072070055,0.000018414847,0.0007648106],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991007,0.000009972447,0.0003307303,0.00019460823,0.00010761427,0.00025636292],"domain_scores_gemma":[0.99943167,0.00004590919,0.00011462441,0.00018414864,0.0001896542,0.00003400348],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000216635,0.00008645079,0.0001558598,0.00036638114,0.00007195672,0.000022903216,0.00003397674,0.000038981834,0.000063729305],"category_scores_gemma":[0.000008553826,0.00007333053,0.000007912207,0.0009106982,0.000013948179,0.00014578082,0.000007615125,0.00013132025,0.000049095095],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046916274,0.0004710629,0.85428005,0.0013577989,0.00011420751,0.0000127327785,0.015167263,0.0005258158,0.0012090269,0.1018983,0.0012742148,0.02322035],"study_design_scores_gemma":[0.026420353,0.0017146298,0.89558834,0.0029078256,0.000044909775,0.000088122906,0.023039179,0.007604802,0.0003808238,0.007817062,0.033735693,0.00065823947],"about_ca_topic_score_codex":0.000030267945,"about_ca_topic_score_gemma":0.0000048784295,"teacher_disagreement_score":0.09408124,"about_ca_system_score_codex":0.00024366072,"about_ca_system_score_gemma":0.0002612694,"threshold_uncertainty_score":0.29903322},"labels":[],"label_agreement":null},{"id":"W2984854714","doi":"10.1093/geroni/igz038.1757","title":"ABILITY OF THE PHYSIOLOGICAL PROFILE ASSESSMENT TO CLASSIFY FALLER TYPE: A PROSPECTIVE COHORT STUDY","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Medicine; Prospective cohort study; Logistic regression; Falls in older adults; Poison control; Injury prevention; Fall prevention; Occupational safety and health; Geriatrics; Cohort; Physical therapy; Gerontology; Emergency medicine; Surgery; Internal medicine","score_opus":0.04395621605229548,"score_gpt":0.4154945264563016,"score_spread":0.3715383104040061,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2984854714","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9853806,0.000001871688,0.00009725631,0.0003660047,0.00063024333,0.004165834,0.000003560163,0.00003063753,0.009323976],"genre_scores_gemma":[0.99815655,5.8836054e-7,0.00028159106,0.00033491405,0.00005652106,0.00042829668,0.000010483041,0.0000074169416,0.000723615],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99834853,0.00039229565,0.00057949976,0.0002631726,0.00023275813,0.00018371415],"domain_scores_gemma":[0.9989292,0.0000825076,0.0002632228,0.0003144049,0.00039796642,0.000012722952],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014875532,0.00008286566,0.00020245579,0.00009063055,0.000119060234,0.0000044040744,0.00013868602,0.00007872678,0.00009399854],"category_scores_gemma":[0.00016200324,0.000056145123,0.000020840536,0.0012931073,0.000022562173,0.00007647446,0.00014266618,0.00047038414,0.000070078735],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019642557,0.00043606697,0.95965827,0.00005239799,0.000012463532,9.6178866e-8,0.0012682953,0.000004373731,0.03419939,0.0037769536,0.0003977516,0.00017427206],"study_design_scores_gemma":[0.00061875035,0.000089486595,0.9953194,0.000109559856,0.0000036139347,4.603897e-8,0.0021881917,0.00016051276,0.000015261538,0.0012824622,0.00014946327,0.00006323045],"about_ca_topic_score_codex":0.00008994818,"about_ca_topic_score_gemma":0.00004401913,"teacher_disagreement_score":0.035661127,"about_ca_system_score_codex":0.0002523133,"about_ca_system_score_gemma":0.00015092552,"threshold_uncertainty_score":0.22895317},"labels":[],"label_agreement":null},{"id":"W2984864183","doi":"10.1093/geroni/igz038.2446","title":"REAL-WORLD REPRESENTATIVENESS OF CANADIAN RESEARCH SUBJECTS WITH MILD COGNITIVE IMPAIRMENT","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo; University of Calgary; Toronto Metropolitan University","funders":"","keywords":"Memory clinic; Medicine; Generalizability theory; Referral; Population; Representativeness heuristic; Cognition; Psychiatry; Cognitive impairment; Clinical psychology; Gerontology; Family medicine; Psychology","score_opus":0.06663679334959728,"score_gpt":0.4037185016866468,"score_spread":0.33708170833704953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2984864183","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.893431,0.000011924598,0.00002195308,0.0010221889,0.00004036377,0.0012055332,0.000007381293,0.000013277029,0.10424638],"genre_scores_gemma":[0.99605876,0.000021461268,0.00016359388,0.0001624221,0.000032694017,0.00010095979,0.00008322904,0.000019689583,0.0033571806],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978448,0.00017653989,0.0003925417,0.0003259205,0.0007710862,0.000489126],"domain_scores_gemma":[0.997783,0.00022993966,0.000091713955,0.00019809857,0.0016026448,0.00009458262],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001957511,0.00010731581,0.00022413644,0.0057264245,0.00006500016,0.000025854688,0.00008243013,0.00003766034,0.0006101056],"category_scores_gemma":[0.00012250821,0.000094476025,0.000020286936,0.009335157,0.00013400854,0.00015685978,0.000047405752,0.00038127849,0.000049717557],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000457443,0.00013410288,0.9896296,0.00018241796,0.000051135063,0.000079986086,0.001140619,0.0000038848857,0.0046061226,0.0022101216,0.00016135321,0.0013431619],"study_design_scores_gemma":[0.002967952,0.00044861954,0.9382838,0.0011313963,0.000009544985,0.0000062339227,0.004577532,0.000057419424,0.052018214,0.00016819092,0.00023516575,0.00009594236],"about_ca_topic_score_codex":0.10068226,"about_ca_topic_score_gemma":0.035472434,"teacher_disagreement_score":0.10262777,"about_ca_system_score_codex":0.00031287922,"about_ca_system_score_gemma":0.0009163706,"threshold_uncertainty_score":0.98212767},"labels":[],"label_agreement":null},{"id":"W2984884209","doi":"10.1093/geroni/igz038.060","title":"WHAT’S OLD IS NEW: USING ARTIFICIAL INTELLIGENCE TO ACCELERATE DISCOVERY OF NEW TREATMENTS","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Michael's Hospital; Toronto Western Hospital; Institute for Clinical Evaluative Sciences; University Health Network","funders":"","keywords":"Medicine; Disease; Comorbidity; Logistic regression; Parkinson's disease; Drug repositioning; Watson; MEDLINE; Repurposing; Drug; Psychiatry; Internal medicine; Artificial intelligence; Computer science","score_opus":0.5263246246292027,"score_gpt":0.472706293356254,"score_spread":0.05361833127294868,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2984884209","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93322235,0.00019217952,0.047364365,0.016834104,0.0014532814,0.0005378029,0.000022761205,0.00001524035,0.00035789577],"genre_scores_gemma":[0.9791573,0.00003701537,0.0066590845,0.011346312,0.00028163666,0.000011235722,0.000019200736,0.000025633748,0.0024625228],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99566156,0.0000466761,0.0035399667,0.0004120027,0.00008403839,0.0002557498],"domain_scores_gemma":[0.99795735,0.00015691208,0.00141797,0.00034352497,0.000068575835,0.000055666384],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003303954,0.0001366133,0.000517734,0.00092326576,0.00004351517,0.00020618307,0.00018128369,0.00007582389,0.00032609105],"category_scores_gemma":[0.0004831202,0.00018467075,0.000040438095,0.0012317622,0.000012828916,0.0018984813,0.000051259958,0.00010090148,0.0007688705],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004326685,0.00013831862,0.22327761,0.00022864874,0.00008387862,8.6439076e-7,0.018330488,0.012347086,0.00088008534,0.7284981,0.0032000695,0.012971573],"study_design_scores_gemma":[0.0016427005,0.00031625933,0.08632162,0.0026089477,0.000020262405,0.0000064670526,0.020137267,0.0761572,0.020243403,0.7724868,0.018138956,0.0019200876],"about_ca_topic_score_codex":0.0034145666,"about_ca_topic_score_gemma":0.00007983402,"teacher_disagreement_score":0.13695599,"about_ca_system_score_codex":0.0005058864,"about_ca_system_score_gemma":0.00022878837,"threshold_uncertainty_score":0.9882531},"labels":[],"label_agreement":null},{"id":"W2984904422","doi":"10.1093/geroni/igz038.1342","title":"MULTIMODAL PERSONALIZED CHRONOTHERAPY IMPROVES SLEEP IN ADULTS WITH MILD COGNITIVE IMPAIRMENT: A RANDOMIZED TRIAL","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Circadian rhythm and melatonin","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Medicine; Randomized controlled trial; Pittsburgh Sleep Quality Index; Sleep hygiene; Chronotherapy (sleep phase); Physical therapy; Cognition; Internal medicine; Sleep quality; Circadian rhythm; Psychiatry","score_opus":0.01347538136051387,"score_gpt":0.26911221714720557,"score_spread":0.2556368357866917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2984904422","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99509317,0.00007131959,0.0003435231,0.00027720077,0.00029338,0.0028557435,0.0000063857296,0.000046962603,0.0010123184],"genre_scores_gemma":[0.99836314,0.000018154875,0.0001432952,0.00082042255,0.00008649671,0.00032538167,0.000008482164,0.000023649593,0.00021095935],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9983144,0.00019039407,0.00052334013,0.00043220105,0.00024135303,0.00029833906],"domain_scores_gemma":[0.99909407,0.0004646181,0.00023465199,0.00011707796,0.000064817345,0.000024756515],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006683111,0.00016998948,0.00039052466,0.0006144184,0.00004122025,0.00004725267,0.000085505,0.000067237146,0.00012161793],"category_scores_gemma":[0.00026885408,0.00014508504,0.000047070353,0.0013974386,0.00012272407,0.00029995348,0.000016132224,0.00024742188,0.00003329793],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.91754794,0.00030260812,0.0074862647,0.00006295561,0.000017968774,0.000041971114,0.017053582,0.00006929716,0.035759818,0.013037184,0.0000044525764,0.008615957],"study_design_scores_gemma":[0.954714,0.0001649435,0.0043546855,0.0004395922,0.000004255124,0.000008863172,0.00057741045,0.009953623,0.029349014,0.00012199472,0.00007600801,0.00023562723],"about_ca_topic_score_codex":0.000108750166,"about_ca_topic_score_gemma":0.000016397087,"teacher_disagreement_score":0.037166044,"about_ca_system_score_codex":0.000119303295,"about_ca_system_score_gemma":0.00009817599,"threshold_uncertainty_score":0.5916396},"labels":[],"label_agreement":null},{"id":"W2984906379","doi":"10.1093/geroni/igz038.2185","title":"FRAILTY AND PRECARITY: UNTANGLING THE CONCEPTUAL PATHWAYS OF NEED AND DISADVANTAGE IN LATE LIFE","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Precarity; Disadvantage; Vulnerability (computing); Life course approach; Sociology; Construct (python library); Social vulnerability; Psychology; Psychological resilience; Social psychology; Political science; Gender studies; Computer science","score_opus":0.07717748014044801,"score_gpt":0.3808151865816508,"score_spread":0.3036377064412028,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2984906379","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9950205,0.00020310587,0.000030194567,0.0021750424,0.00016615575,0.00036205474,0.000006218101,0.000015195835,0.0020215227],"genre_scores_gemma":[0.9990603,0.000042004667,0.000032048727,0.0006710707,0.000032821365,0.000019293002,0.0000049214977,0.0000064119936,0.00013115891],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99915963,0.000095488875,0.0004077182,0.00011185648,0.000081877966,0.00014339555],"domain_scores_gemma":[0.9993544,0.00034804808,0.00014504214,0.000080197664,0.0000628699,0.000009396954],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006568735,0.000063104555,0.0001451841,0.00012978927,0.00011530901,0.0000045572137,0.00003899776,0.00004679871,0.000021919644],"category_scores_gemma":[0.0001738201,0.000047251953,0.0000050182334,0.00043622954,0.00006814004,0.00011127307,0.0001069675,0.00025764914,0.000001950109],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010404257,0.0000055875757,0.9349909,0.00006466539,0.0000048114957,3.748327e-7,0.036389846,0.000010818106,0.0010703718,0.026248876,0.000024738429,0.0011786468],"study_design_scores_gemma":[0.0011615045,0.000018754648,0.9577479,0.00037634195,0.000003044158,8.249214e-8,0.03548659,0.0004086345,0.000092667055,0.0036740196,0.0009467969,0.000083666055],"about_ca_topic_score_codex":0.00025134257,"about_ca_topic_score_gemma":0.00020026868,"teacher_disagreement_score":0.022757038,"about_ca_system_score_codex":0.000022429176,"about_ca_system_score_gemma":0.000030917225,"threshold_uncertainty_score":0.19268787},"labels":[],"label_agreement":null},{"id":"W2984945876","doi":"10.1093/geroni/igz038.081","title":"TECHNOLOGY AND AGING FUTURES: DISCOVERING THE CONSUMER ELECTRONICS SHOW (CES) 2019","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trent University","funders":"","keywords":"Gerontechnology; Futures contract; Public relations; Aging in place; Loneliness; Sociology; Internet privacy; Marketing; Business; Psychology; Political science; Social psychology; Gerontology; Computer science; Medicine","score_opus":0.009225944865423179,"score_gpt":0.2780871365549557,"score_spread":0.26886119168953254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2984945876","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9737148,0.001146092,0.00040790543,0.021914123,0.00030085508,0.00029681824,0.0000010927099,0.00022755505,0.0019907479],"genre_scores_gemma":[0.9985187,0.00021834149,0.00024394788,0.00042445603,0.00005185594,0.000016931654,0.0000023973157,0.000012075955,0.000511318],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989077,0.00004856729,0.00025496903,0.00024816644,0.000174596,0.00036601422],"domain_scores_gemma":[0.9994445,0.00010297142,0.00012976553,0.0002300696,0.000082174905,0.000010520476],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00077087147,0.00009706931,0.00012006876,0.00069319014,0.0003127704,0.000081432016,0.00029740762,0.00015233128,0.000021598787],"category_scores_gemma":[0.00021690897,0.00008410449,0.000010970784,0.0027451124,0.0002813285,0.00030379745,0.00011183807,0.00045103804,0.000020969708],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000032423563,0.000013443365,0.36749357,0.000014172232,0.000016367656,0.0000024618773,0.008956429,0.000029429038,0.00435718,0.5623259,0.00039409826,0.056393728],"study_design_scores_gemma":[0.0024567319,0.00008104883,0.102558546,0.00057886704,0.000028967792,0.00003301236,0.09952836,0.0008848311,0.009256997,0.1152447,0.66818655,0.001161428],"about_ca_topic_score_codex":0.00034620776,"about_ca_topic_score_gemma":0.0018996024,"teacher_disagreement_score":0.66779244,"about_ca_system_score_codex":0.00012045279,"about_ca_system_score_gemma":0.00011130153,"threshold_uncertainty_score":0.34296814},"labels":[],"label_agreement":null},{"id":"W2984951726","doi":"10.1093/geroni/igz038.1398","title":"A NEW INSTRUMENT TO DETERMINE ADEQUATE STAFFING RATIOS IN GERMAN NURSING HOMES","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Staffing; Nursing homes; Nursing; German; Product (mathematics); Nursing care; Business; Medicine; Geography","score_opus":0.049311720805747215,"score_gpt":0.3994960569772612,"score_spread":0.350184336171514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2984951726","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9876094,0.00004047885,0.00224013,0.0044346037,0.0017617496,0.00075164455,0.0000012272571,0.00006074781,0.0031000392],"genre_scores_gemma":[0.99527574,0.0000025582005,0.0020078777,0.0005985101,0.00020176546,0.000044194447,0.000020251959,0.00002084282,0.0018282762],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99823797,0.00010026143,0.00078715984,0.00025778107,0.00019317972,0.00042362494],"domain_scores_gemma":[0.99933404,0.00012461188,0.00019136007,0.00020937684,0.00009568188,0.00004495649],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057301123,0.00012385365,0.00022276881,0.0011558522,0.00010198968,0.000023227098,0.000105757645,0.000086111155,0.000307865],"category_scores_gemma":[0.00007958759,0.00013280322,0.000016458354,0.0022854053,0.000006575123,0.00023675848,0.000042112013,0.0003504688,0.00020133329],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000108676,0.00007034848,0.37391877,0.00016202936,0.000008532022,0.00001265649,0.112178214,0.00030836707,0.007961574,0.010555388,0.005782442,0.488933],"study_design_scores_gemma":[0.006341727,0.00021227336,0.9213455,0.0070228344,0.0000136357585,0.0000056249314,0.03862099,0.0014489776,0.0019031058,0.0054091215,0.01679209,0.00088415964],"about_ca_topic_score_codex":0.0006542618,"about_ca_topic_score_gemma":0.0002140567,"teacher_disagreement_score":0.5474267,"about_ca_system_score_codex":0.0005729755,"about_ca_system_score_gemma":0.0002592273,"threshold_uncertainty_score":0.5415558},"labels":[],"label_agreement":null},{"id":"W2984988912","doi":"10.1093/geroni/igz038.1068","title":"ASSOCIATION BETWEEN COGNITION AND FALL RISK BASED ON THE STEADI ALGORITHM: PROJECT VIBE","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cognition; Logistic regression; Balance (ability); Falls in older adults; Medicine; Gerontology; Montreal Cognitive Assessment; Fall prevention; Cognitive decline; Gait; Poison control; Cognitive impairment; Demography; Injury prevention; Physical therapy; Dementia; Internal medicine; Psychiatry; Environmental health; Disease","score_opus":0.036055808227591225,"score_gpt":0.35557530239950635,"score_spread":0.3195194941719151,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2984988912","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98466,0.000009716723,0.0034207022,0.001899078,0.00041075863,0.0012733367,0.000050585906,0.0000750994,0.008200721],"genre_scores_gemma":[0.99654496,0.000014866201,0.00047630773,0.0014337457,0.00022981536,0.00013389559,0.00021847048,0.000015770695,0.0009321498],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981764,0.00059848296,0.0005044059,0.0002115189,0.00026272002,0.0002464749],"domain_scores_gemma":[0.99816006,0.0008872014,0.0005654001,0.00014828522,0.00022705452,0.000012007353],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030111603,0.00010212443,0.00014709416,0.00029806615,0.00029706143,0.000022848015,0.00006739262,0.00016327586,0.000018370474],"category_scores_gemma":[0.00034063248,0.000083196435,0.0000184752,0.00087709795,0.000011711434,0.00017085233,0.00002582565,0.00068073574,0.000117644355],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011237273,0.000051402487,0.97974527,0.00007292779,0.000021825444,2.3759766e-7,0.0010909234,0.0000023831522,0.000698582,0.0009920789,0.0013676252,0.01594551],"study_design_scores_gemma":[0.0015052888,0.000042086518,0.98242575,0.00043497313,0.000018956025,6.561116e-8,0.0010750421,0.008357112,0.0000230364,0.0025780038,0.0034173066,0.00012235307],"about_ca_topic_score_codex":0.00027354123,"about_ca_topic_score_gemma":0.000055255576,"teacher_disagreement_score":0.015823156,"about_ca_system_score_codex":0.00022410345,"about_ca_system_score_gemma":0.00008959893,"threshold_uncertainty_score":0.33926523},"labels":[],"label_agreement":null},{"id":"W2985008067","doi":"10.1093/geroni/igaa057.3035","title":"The Magic of Music for Improving Psychological Health for Those With Dementia and Their Caregivers","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Music Therapy and Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Dementia; Psychological intervention; Intervention (counseling); Psychology; Clinical psychology; Cognition; Neuropsychology; Choir; Psychotherapist; Medicine; Psychiatry","score_opus":0.09399870731516088,"score_gpt":0.3778763353458063,"score_spread":0.2838776280306454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2985008067","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85962516,0.00084166613,0.11598667,0.021307282,0.00032208825,0.0013102756,0.000024241866,0.000033314802,0.0005492917],"genre_scores_gemma":[0.99270505,0.000010437215,0.0015831497,0.0054957117,0.000088417604,0.00007890479,0.000010290041,0.000009546507,0.000018469826],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99921304,0.000044503693,0.00031445347,0.00019431133,0.000041490657,0.0001921858],"domain_scores_gemma":[0.9994176,0.0001459914,0.00023540166,0.000103408594,0.00007561754,0.00002194922],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006396341,0.000071824245,0.00012861392,0.00006333285,0.00012906901,0.000013400732,0.00007998085,0.000032806398,0.000017078708],"category_scores_gemma":[0.000027528486,0.0000460456,0.000014267536,0.00034971928,0.000054154654,0.000035982222,0.00001074922,0.000094262236,2.8803257e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011646841,0.00009489864,0.008766563,0.0004615947,0.00008614986,7.7792373e-7,0.083551966,0.000016659858,0.0029026219,0.26163197,0.006885527,0.6344366],"study_design_scores_gemma":[0.051941942,0.015492248,0.30644998,0.00081040524,0.000097242046,0.00004549504,0.2511045,0.0090147415,0.0020912534,0.056848902,0.3042393,0.0018639863],"about_ca_topic_score_codex":0.000056760964,"about_ca_topic_score_gemma":0.00005125999,"teacher_disagreement_score":0.6325726,"about_ca_system_score_codex":0.000016530917,"about_ca_system_score_gemma":0.000035990528,"threshold_uncertainty_score":0.1877685},"labels":[],"label_agreement":null},{"id":"W2985068559","doi":"10.1093/geroni/igz038.3297","title":"HEALTHCARE ACCESS AND SOCIAL ENGAGEMENT OF OLDER MINORITY ADULTS: EXPERIENCES NAVIGATING TRANSPORTATION BARRIERS","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Gerontology; Health equity; Health care; Social support; Qualitative research; Psychology; Medicine; Nursing; Sociology; Public health; Political science; Social psychology","score_opus":0.0368696340661859,"score_gpt":0.39270958968439384,"score_spread":0.3558399556182079,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2985068559","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9916399,0.00004077928,0.000034614204,0.0071395356,0.00027814304,0.00026278716,0.0000045310553,0.000017194847,0.0005824928],"genre_scores_gemma":[0.99846643,0.000017023447,0.000101247824,0.0012828977,0.00006234154,0.0000309811,0.000012015109,0.0000030545423,0.00002401055],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99892145,0.00010394319,0.0004040923,0.00013689957,0.00023919802,0.00019439126],"domain_scores_gemma":[0.9995461,0.00007745738,0.00017765946,0.00003909401,0.00013284637,0.000026854872],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009690286,0.000052871583,0.000117433854,0.0000817908,0.00028561905,0.000041825733,0.000090585636,0.00005166268,0.00010187621],"category_scores_gemma":[0.00007826879,0.000057546804,0.000011729649,0.00060814025,0.00007170241,0.00041201868,0.000008928609,0.00013863407,4.9559446e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000040888285,0.0000038004139,0.6654346,0.00028922662,0.0000011781656,2.175377e-7,0.30307865,0.0000020763798,0.000005054317,0.023894228,0.000019503745,0.007267393],"study_design_scores_gemma":[0.0003372886,0.000007087135,0.6069035,0.0002419308,0.0000011765385,2.7664289e-8,0.39089128,0.00003455884,0.000111089095,0.00038861347,0.0010020804,0.00008135937],"about_ca_topic_score_codex":0.010153482,"about_ca_topic_score_gemma":0.0034209876,"teacher_disagreement_score":0.08781265,"about_ca_system_score_codex":0.00006633712,"about_ca_system_score_gemma":0.00014873085,"threshold_uncertainty_score":0.99643797},"labels":[],"label_agreement":null},{"id":"W2985103099","doi":"10.1093/geroni/igz038.012","title":"ADULT EDUCATION AND TRAINING IN CANADA: OPPORTUNITIES, FUNDING, AND GENDER GAPS","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Promotion (chess); Gender gap; Gerontology; Political science; Demographic economics; Economic growth; Psychology; Medicine; Economics","score_opus":0.3151001131715317,"score_gpt":0.4087704979932177,"score_spread":0.09367038482168599,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2985103099","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97012,0.00005767183,0.000007325281,0.002166967,0.0003144235,0.00015560791,8.262153e-7,0.000007086524,0.027170105],"genre_scores_gemma":[0.99886703,0.00006085939,0.000054771994,0.00063709693,0.000045715384,0.0000141809505,0.0000073942037,0.0000036187162,0.00030931196],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99927104,0.000051494128,0.0002258005,0.0001315837,0.00016237443,0.00015769809],"domain_scores_gemma":[0.9997547,0.000037198624,0.00006345438,0.00005083305,0.000067379115,0.00002643302],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006817858,0.00004774974,0.0000693307,0.0001486705,0.00007345805,0.000041632222,0.0000385085,0.000022785827,0.00005371051],"category_scores_gemma":[0.00009582692,0.000054451786,0.0000028881927,0.00036116323,0.000040412924,0.00018459515,0.000014372759,0.00006569696,4.4449737e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000010568781,0.000008457788,0.8211283,0.000032516095,0.0000013338147,3.1781053e-7,0.04502102,0.000003454277,0.000032818396,0.11062895,0.00012890366,0.023012858],"study_design_scores_gemma":[0.0002714169,0.0000064043525,0.6777176,0.00010442741,0.0000017817574,5.893271e-7,0.30236396,0.00009956094,0.00001574761,0.011907323,0.0073647588,0.00014640455],"about_ca_topic_score_codex":0.7152161,"about_ca_topic_score_gemma":0.84341043,"teacher_disagreement_score":0.25734293,"about_ca_system_score_codex":0.0005011523,"about_ca_system_score_gemma":0.0014392261,"threshold_uncertainty_score":0.2866803},"labels":[],"label_agreement":null},{"id":"W2985187539","doi":"10.1093/geroni/igz038.591","title":"OSTEOARTHRITIS AND DEPRESSION IN A MALE VA POPULATION","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Structural equation modeling; WOMAC; Medicine; Osteoarthritis; Confirmatory factor analysis; Psychosocial; Depression (economics); Population; Internal medicine; Comorbidity; Physical therapy; Gerontology; Psychiatry","score_opus":0.012171232898564614,"score_gpt":0.2669232623346529,"score_spread":0.2547520294360883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2985187539","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99702793,0.00021750835,0.000019852372,0.00016240258,0.00015747013,0.00036260978,8.017952e-7,0.00002227071,0.0020291412],"genre_scores_gemma":[0.9987423,0.000008229904,0.00053659163,0.00016803583,0.00003366163,0.000020966425,0.000058929534,0.000009226145,0.000422061],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993784,0.000013882679,0.00023944725,0.00015806427,0.00009812081,0.0001120887],"domain_scores_gemma":[0.9998012,0.000012114231,0.000050037983,0.000087544584,0.0000353414,0.000013754726],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014224004,0.00006479278,0.0001216552,0.0004038066,0.0000150646865,0.000012581786,0.000013315402,0.0000516514,0.000066919456],"category_scores_gemma":[0.000031067495,0.00006626974,0.00000785932,0.00051408604,0.000005237371,0.00015915776,0.000016486705,0.00008939201,0.000017922763],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028902861,0.00002123265,0.8745544,0.000026454712,6.6067895e-7,0.000023420658,0.00022326193,0.0000037899617,0.04505275,0.00079449406,0.000003582779,0.079267055],"study_design_scores_gemma":[0.008815678,0.0002426722,0.97197527,0.0015320596,0.000005784785,0.00011470506,0.0004383702,0.00028516003,0.015200469,0.0010100234,0.00022838551,0.00015143734],"about_ca_topic_score_codex":0.000053737807,"about_ca_topic_score_gemma":0.000066252294,"teacher_disagreement_score":0.097420864,"about_ca_system_score_codex":0.00004733962,"about_ca_system_score_gemma":0.000010285163,"threshold_uncertainty_score":0.27024016},"labels":[],"label_agreement":null},{"id":"W2985246623","doi":"10.1093/geroni/igz038.3416","title":"SELF-ACCEPTANCE BUFFERS NEGATIVE SOLITUDE-PHYSICAL ACTIVITY LINKS IN OLD AGE","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Solitude; Loneliness; Psychology; Context (archaeology); Developmental psychology; Social psychology; Psychiatry","score_opus":0.029907290389963995,"score_gpt":0.3655215474246031,"score_spread":0.3356142570346391,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2985246623","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9747023,0.0000051460493,0.000053487314,0.0070219412,0.00037036333,0.00028846101,0.0000011622326,0.000054497737,0.017502628],"genre_scores_gemma":[0.99723405,0.000011960761,0.00024544235,0.0019037138,0.00014947345,0.000020468193,0.0000014516249,0.000006589036,0.00042687482],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99889916,0.00012409869,0.0002119922,0.00018567109,0.00023409679,0.0003449578],"domain_scores_gemma":[0.9994434,0.00026269612,0.00010110813,0.000100147554,0.00006361443,0.000029035335],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007158235,0.00007572349,0.00016721405,0.00018486955,0.00010406513,0.000060235805,0.00012653609,0.00010018453,0.00003457021],"category_scores_gemma":[0.0002204435,0.00008155682,0.000019306859,0.001422459,0.000046581383,0.00041635698,0.000029435376,0.0004106469,0.00002490252],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009591823,0.00010017239,0.7248946,0.0000948221,0.000003975574,0.0000063985717,0.051405527,0.00005089736,0.000094194074,0.21615832,0.00008240958,0.0070990925],"study_design_scores_gemma":[0.00039511555,0.000007843071,0.9836517,0.0000928087,8.6509164e-7,6.47382e-8,0.005836585,0.00077039975,0.00018651104,0.0034820987,0.0054325457,0.00014347406],"about_ca_topic_score_codex":0.0061564543,"about_ca_topic_score_gemma":0.0028795453,"teacher_disagreement_score":0.25875708,"about_ca_system_score_codex":0.00037283916,"about_ca_system_score_gemma":0.00016437136,"threshold_uncertainty_score":0.93067586},"labels":[],"label_agreement":null},{"id":"W2985277298","doi":"10.1093/geroni/igz038.083","title":"THE RISE OF ROBOT PETS AND DISCOURSES OF TECHNO-COMPANIONSHIP IN LATER LIFE","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Robot; Sophistication; Argument (complex analysis); Interpersonal relationship; Human–robot interaction; Interpersonal communication; Psychology; Sociology; Internet privacy; Social psychology; Computer science; Social science; Artificial intelligence; Medicine","score_opus":0.020420086597958815,"score_gpt":0.2965754794889142,"score_spread":0.2761553928909554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2985277298","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9862202,0.000041736865,0.009484921,0.0034422923,0.00019346994,0.00015240988,4.2282184e-7,0.00003130339,0.0004332493],"genre_scores_gemma":[0.99803036,0.0000025436684,0.001847276,0.000051682466,0.000006964344,0.000010365675,7.4772015e-7,0.0000042601773,0.0000458106],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9990408,0.00003752969,0.0005046042,0.00016450974,0.00012744474,0.00012514585],"domain_scores_gemma":[0.9990839,0.0001332132,0.0003017536,0.00028518826,0.00019171384,0.0000042782945],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006786326,0.00007151188,0.00012831048,0.00079507765,0.000035535402,0.000027111137,0.00032193022,0.000051049556,0.000003793604],"category_scores_gemma":[0.00016768428,0.000057729256,0.000008556995,0.0020233279,0.00010913904,0.00039727552,0.00014199805,0.00024421938,0.0000033373233],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000769339,0.000036490594,0.47637475,0.00002586403,0.000006434941,0.0000010191969,0.0009735962,0.00019254105,0.03774009,0.47961825,0.000035825866,0.00498744],"study_design_scores_gemma":[0.00074218947,0.0000638166,0.8156535,0.00034499896,0.0000016927344,0.0000080126065,0.0011130531,0.021342203,0.120623134,0.03950676,0.00041807568,0.00018258343],"about_ca_topic_score_codex":0.000028735487,"about_ca_topic_score_gemma":0.000029396415,"teacher_disagreement_score":0.4401115,"about_ca_system_score_codex":0.000034662255,"about_ca_system_score_gemma":0.00003316874,"threshold_uncertainty_score":0.23541307},"labels":[],"label_agreement":null},{"id":"W2985391971","doi":"10.1093/geroni/igz038.2725","title":"NOT JUST HOW MANY BUT WHO IS ON SHIFT: THE IMPACT OF WORKPLACE INCIVILITY AND BULLYING AMONG RCAS ON RESIDENT CARE","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University; University of British Columbia","funders":"","keywords":"Incivility; Staffing; Nursing; Psychology; Thematic analysis; Anxiety; Quality (philosophy); Qualitative research; Medicine; Social psychology; Sociology; Psychiatry","score_opus":0.047352200954991694,"score_gpt":0.3893437127296907,"score_spread":0.341991511774699,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2985391971","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99112236,0.000060586983,0.000026245467,0.0055274605,0.0005351141,0.00057547697,0.000014349425,0.000025787269,0.0021126273],"genre_scores_gemma":[0.9985858,0.000010277011,0.000013842696,0.0004006729,0.00014270049,0.00002101824,0.000011177798,0.000015653175,0.00079881237],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99860877,0.00020728195,0.000425139,0.00024287151,0.0002489305,0.00026701472],"domain_scores_gemma":[0.99863595,0.00046211004,0.00033427562,0.0003469983,0.00019779714,0.000022897382],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008977992,0.0001309661,0.00022559598,0.00036135328,0.00029093947,0.000034168897,0.00010907162,0.00012203421,0.00007754535],"category_scores_gemma":[0.00016834318,0.00009552986,0.000036408677,0.0008802184,0.00004777418,0.000109513654,0.000065947694,0.0005718552,0.000015073878],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001647336,0.000014073417,0.92492735,0.0002375321,0.000012250849,0.0000016763037,0.06655761,0.00007521908,0.0003364058,0.0010277338,0.005079712,0.0015657219],"study_design_scores_gemma":[0.00054707984,0.00008241571,0.96555996,0.0009322025,0.000005736492,2.7598782e-7,0.031786967,0.00008691419,0.0004948429,0.00017875794,0.00022696548,0.00009787959],"about_ca_topic_score_codex":0.0030731207,"about_ca_topic_score_gemma":0.00021067573,"teacher_disagreement_score":0.04063263,"about_ca_system_score_codex":0.00037843175,"about_ca_system_score_gemma":0.00014772301,"threshold_uncertainty_score":0.46456596},"labels":[],"label_agreement":null},{"id":"W2985443640","doi":"10.1093/geroni/igz038.1465","title":"THE ROLE OF FRAILTY IN DEMENTIA EXPRESSION: EVIDENCE FROM CLINICAL-PATHOLOGIC COHORT STUDIES","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Dementia; Neuropathology; Cohort; Medicine; Pathological; Gerontology; Cohort study; Internal medicine; Disease","score_opus":0.10471736983931444,"score_gpt":0.4439495224792304,"score_spread":0.33923215263991596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2985443640","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9942382,0.0027590322,0.0000760301,0.0006338521,0.00013870298,0.00047011726,9.206266e-7,0.000010645425,0.0016724719],"genre_scores_gemma":[0.998589,0.0006216397,0.00033548818,0.00020273551,0.00003816505,0.000053634856,0.000007228662,0.0000048697134,0.00014725838],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984429,0.00015616014,0.0006959284,0.00021374809,0.00032903918,0.00016221117],"domain_scores_gemma":[0.9986127,0.0006663454,0.00017056898,0.00021273669,0.0003245753,0.00001304376],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025907508,0.00006864174,0.00020803799,0.00017548875,0.000034363948,0.000013055544,0.00010457616,0.000040767478,0.00015485694],"category_scores_gemma":[0.001177836,0.00004603443,0.00002480782,0.00074417755,0.00008753624,0.00012518988,0.00012491731,0.00024019489,0.000024398041],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006465392,0.00006225742,0.9490631,0.000018847883,0.00004608909,0.000008887367,0.00029087407,0.0000018834183,0.031951766,0.00011494387,0.0000634195,0.018313255],"study_design_scores_gemma":[0.00072719436,0.000085217456,0.9721845,0.00084102456,0.000014936762,6.7412793e-7,0.0022717582,0.00012729241,0.021270094,0.0019904,0.00044204912,0.00004488364],"about_ca_topic_score_codex":0.00003881234,"about_ca_topic_score_gemma":0.000011196154,"teacher_disagreement_score":0.023121351,"about_ca_system_score_codex":0.000035869012,"about_ca_system_score_gemma":0.000059129332,"threshold_uncertainty_score":0.18772295},"labels":[],"label_agreement":null},{"id":"W2985539521","doi":"10.1093/geroni/igz038.1223","title":"#GERIATRICS: AN ANALYSIS OF THE IMPACT OF THE GERIATRICS TWITTER NETWORK","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geriatrics; Social media; Influencer marketing; Analytics; Medicine; Health care; Social network analysis; Gerontology; Family medicine; Computer science; World Wide Web; Data science; Psychiatry; Business; Political science","score_opus":0.06600099316274272,"score_gpt":0.4105367779017757,"score_spread":0.34453578473903296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2985539521","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99496806,0.00002261098,0.000045445307,0.0012002548,0.0026511333,0.0004982152,0.0000020707212,0.0000081878725,0.00060403364],"genre_scores_gemma":[0.9992709,0.0000077490795,0.000103599465,0.0001366272,0.00042831595,0.00002318299,0.0000038361522,0.0000051403113,0.000020623915],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985332,0.00033983318,0.00048448978,0.00011045323,0.0003483104,0.00018373143],"domain_scores_gemma":[0.9982067,0.000536163,0.00062295876,0.00027697656,0.00034145775,0.00001578549],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020622248,0.000053559095,0.00015946636,0.00031780775,0.0001339447,0.000019143616,0.00030957838,0.00007404582,0.00010243729],"category_scores_gemma":[0.0012601209,0.000036318328,0.00008161671,0.015145228,0.00008037125,0.00014258108,0.000032954475,0.0001340939,0.0000014121806],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000021074131,0.00001727301,0.9655595,0.0000064683054,0.000020476933,7.93438e-9,0.024885114,0.004853649,0.00007048296,0.00353682,0.00009427829,0.00095386815],"study_design_scores_gemma":[0.00006571834,0.0000064117626,0.99530894,0.00001449572,0.000029341667,1.4585478e-8,0.0023999282,0.00065150094,0.000028649589,0.0011843466,0.00027014466,0.00004053961],"about_ca_topic_score_codex":0.011471188,"about_ca_topic_score_gemma":0.0007125566,"teacher_disagreement_score":0.029749453,"about_ca_system_score_codex":0.0002970868,"about_ca_system_score_gemma":0.0005059426,"threshold_uncertainty_score":0.9951115},"labels":[],"label_agreement":null},{"id":"W2985606749","doi":"10.1093/geroni/igz038.2391","title":"ASSOCIATION BETWEEN BLOOD PRESSURE AND COGNITIVE FUNCTION OF COMMUNITY-DWELLING OLDEST OLD IN OKINAWA, JAPAN","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Healthcare Systems and Public Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Arterial stiffness; Blood pressure; Cognition; Medicine; Montreal Cognitive Assessment; Cognitive decline; Pulse pressure; Dementia; Pulse wave velocity; Cohort; Population; Gerontology; Logistic regression; Effects of sleep deprivation on cognitive performance; Internal medicine; Demography; Cardiology; Cognitive impairment; Psychiatry","score_opus":0.03813981777277108,"score_gpt":0.32709560920474057,"score_spread":0.2889557914319695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2985606749","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9957711,0.00015520974,0.00012182589,0.0017025633,0.00012414859,0.0005488303,0.00001001557,0.000020679385,0.0015456247],"genre_scores_gemma":[0.9988791,0.000009444387,0.000034934925,0.0005047441,0.000101266945,0.00001235385,0.00010323848,0.000011671166,0.0003432797],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984562,0.00030906766,0.00070596667,0.00011709766,0.00022122108,0.00019048454],"domain_scores_gemma":[0.9986873,0.0004240773,0.0003551232,0.00012110916,0.00037925201,0.00003312702],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035284278,0.000081423124,0.0002961196,0.0005915891,0.000049384977,0.000013560759,0.000030549567,0.0001556771,0.00001937381],"category_scores_gemma":[0.00047227563,0.00008635996,0.000011521131,0.0013124723,0.000011511841,0.00016289056,0.000019058727,0.000643516,0.0000030593474],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001498698,0.000054031265,0.982578,0.0008898322,0.000063945874,3.8107274e-7,0.0040390478,0.000004901359,0.00046523346,0.0009628775,0.000015275977,0.010911529],"study_design_scores_gemma":[0.0016719217,0.00015516406,0.9929429,0.0011784887,0.000071628434,0.0000018164103,0.0025974913,0.0001117078,0.00021527865,0.00016857048,0.00081758876,0.00006742775],"about_ca_topic_score_codex":0.0057496275,"about_ca_topic_score_gemma":0.0002513994,"teacher_disagreement_score":0.010844101,"about_ca_system_score_codex":0.000058782112,"about_ca_system_score_gemma":0.00015932764,"threshold_uncertainty_score":0.8691755},"labels":[],"label_agreement":null},{"id":"W2985620016","doi":"10.1093/geroni/igz038.2522","title":"IMPACT OF HIGH BODY MASS INDEX ON FRAILTY AND MORTALITY IN MIDDLE-AGED AND OLDER ADULTS","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Medicine; National Health and Nutrition Examination Survey; Body mass index; Overweight; Obesity; Hazard ratio; Gerontology; Demography; Marital status; Ageing; Population; Internal medicine; Environmental health; Confidence interval","score_opus":0.044220492188998727,"score_gpt":0.36155431125364645,"score_spread":0.31733381906464775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2985620016","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9984985,0.000038031452,0.000054183485,0.00045081598,0.00007804943,0.0003905775,0.0000049345153,0.000016158387,0.0004687468],"genre_scores_gemma":[0.99913865,0.000018261762,0.00020058831,0.00053548155,0.000030123942,0.000009045974,0.000024033312,0.000009206448,0.00003457954],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99901396,0.00003245943,0.00045842436,0.00019156252,0.000153675,0.000149938],"domain_scores_gemma":[0.9995652,0.000055267268,0.00013358475,0.00013486373,0.000078386205,0.00003272503],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046388473,0.00008816614,0.00023489763,0.000580629,0.000017626693,0.000009055991,0.000022712442,0.00006946667,0.00006549398],"category_scores_gemma":[0.00006099398,0.000082008584,0.000012115506,0.0006926469,0.00002771483,0.000092192335,0.000014304713,0.00026823563,0.0000016981825],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013562344,0.0000756699,0.9936368,0.00044338516,0.0000074722852,0.000005614904,0.00057797134,0.000008392248,0.0029018463,0.00091468805,0.000019313073,0.001273259],"study_design_scores_gemma":[0.004428397,0.00008830893,0.99159,0.0015022137,0.0000025229467,0.00000387821,0.00022120528,0.0009129751,0.00044436305,0.0007275724,0.000008282279,0.00007025419],"about_ca_topic_score_codex":0.00072513067,"about_ca_topic_score_gemma":0.000031077285,"teacher_disagreement_score":0.0042927735,"about_ca_system_score_codex":0.00009062756,"about_ca_system_score_gemma":0.00004517277,"threshold_uncertainty_score":0.3344213},"labels":[],"label_agreement":null},{"id":"W2985625694","doi":"10.1093/geroni/igz038.1729","title":"INTERVENTIONS TO REDUCE STIGMA OF DEMENTIA: FINDINGS FROM A SCOPING REVIEW","year":2019,"lang":"en","type":"review","venue":"Innovation in Aging","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; University of Saskatchewan; University of Regina","funders":"","keywords":"Psychological intervention; Dementia; Stigma (botany); Psychology; Inclusion (mineral); Clinical psychology; Medicine; Nursing; Gerontology; Psychiatry; Social psychology; Disease","score_opus":0.24794281298274304,"score_gpt":0.535963565507762,"score_spread":0.288020752525019,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2985625694","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000577003,0.9932632,0.00017262589,0.00015204483,0.0011874867,0.0033174243,0.000052434596,0.000023450742,0.0012543708],"genre_scores_gemma":[0.00029370715,0.9970615,0.00037314338,0.00035817042,0.00007486337,0.00075351546,0.0006053665,0.000034662502,0.0004450586],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.99683315,0.000173197,0.002142527,0.00043857854,0.00016778088,0.00024477104],"domain_scores_gemma":[0.9983978,0.00019848389,0.00089434435,0.00039644368,0.000085361404,0.000027532753],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006991469,0.00024420733,0.0012130777,0.00088325905,0.000052556585,0.00002135586,0.00029831036,0.00012843176,0.0017160091],"category_scores_gemma":[0.00009094325,0.00023264282,0.000180719,0.0023228414,0.0000148832905,0.000107460015,0.000115941846,0.00026269263,0.00040399993],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000023820787,0.00007687398,0.00022161067,0.26999387,0.00007593375,0.0000034691784,0.0001527001,8.3295255e-8,4.5620175e-7,0.0009698259,0.0012468324,0.72725594],"study_design_scores_gemma":[0.00031822984,0.000026740045,0.00018547826,0.9646323,0.00035363692,0.000002180627,0.000035698406,1.0141607e-7,0.0000033077797,0.00004424899,0.034211095,0.000186986],"about_ca_topic_score_codex":0.00022037473,"about_ca_topic_score_gemma":0.000024638079,"teacher_disagreement_score":0.72706896,"about_ca_system_score_codex":0.00015642354,"about_ca_system_score_gemma":0.000081594415,"threshold_uncertainty_score":0.9991965},"labels":[],"label_agreement":null},{"id":"W2985634677","doi":"10.1093/geroni/igz038.2427","title":"COGNITION OLDER ADULTS WITH PREDIABETES EXPERIENCE ACCELERATED NEUROCOGNITIVE DECLINE","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Neurological Disease Mechanisms and Treatments","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Prediabetes; Neurocognitive; Cognitive decline; Dementia; Gerontology; Cognition; Medicine; Brain Structure and Function; Population; Psychology; Diabetes mellitus; Type 2 diabetes; Psychiatry; Internal medicine; Disease; Endocrinology; Environmental health","score_opus":0.03203464750050823,"score_gpt":0.28515361989947713,"score_spread":0.2531189723989689,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2985634677","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99731547,0.000003306509,0.00028913232,0.00014983046,0.000114017756,0.00061285595,0.0000124947455,0.00009690898,0.0014060078],"genre_scores_gemma":[0.9962129,0.0000031836116,0.00007935628,0.0034500351,0.000016424168,0.00014814503,0.000026565822,0.00001389319,0.000049518185],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988078,0.00005612878,0.00024665,0.0004451642,0.00022644349,0.00021781458],"domain_scores_gemma":[0.9995028,0.00011857711,0.0001187631,0.00010925399,0.00012299904,0.000027613354],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005299786,0.00012975046,0.00010836566,0.00019474306,0.00005976833,0.000062719126,0.000097403376,0.000032880922,0.00020960583],"category_scores_gemma":[0.00017666564,0.000103431106,0.000011358532,0.0013824884,0.000034501318,0.00037013108,0.00005156343,0.00012321,0.00007983151],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007690608,0.0010364581,0.20682211,0.00008532396,0.000009794382,0.00032692493,0.0023833518,0.00017630437,0.76056904,0.005371184,0.000015489784,0.022434985],"study_design_scores_gemma":[0.0040937117,0.00032981104,0.20963983,0.00025055918,0.000007801664,0.00001009418,0.0002963564,0.0031035847,0.78000396,0.0019573097,0.000037694605,0.0002692552],"about_ca_topic_score_codex":0.0000041204266,"about_ca_topic_score_gemma":0.0000011720499,"teacher_disagreement_score":0.02216573,"about_ca_system_score_codex":0.000014158068,"about_ca_system_score_gemma":0.000016405715,"threshold_uncertainty_score":0.4217798},"labels":[],"label_agreement":null},{"id":"W2985695431","doi":"10.1093/geroni/igz038.2518","title":"HAS FRAILTY SCORE AND FRAILTY LETHALITY CHANGED OVER TIME? HARMONIZATION OF NHANES COHORTS FROM 1999 TO 2016","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Life expectancy; Cohort; Demography; Frailty Index; Hazard ratio; Gerontology; Proportional hazards model; National Health and Nutrition Examination Survey; Cohort study; Population; Internal medicine; Environmental health; Confidence interval","score_opus":0.04815428547019149,"score_gpt":0.30074857932955695,"score_spread":0.2525942938593655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2985695431","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9924152,0.00009402841,0.0013201933,0.004351258,0.00026729613,0.0007939838,0.00004433458,0.00006061402,0.00065312797],"genre_scores_gemma":[0.9956376,0.000008137736,0.0014059736,0.0014200362,0.00013181272,0.000021874264,0.0003252949,0.00002687428,0.0010224066],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99842066,0.000044603712,0.000591835,0.00036996484,0.00037359013,0.00019934762],"domain_scores_gemma":[0.9989258,0.000114782706,0.00022836306,0.0003599926,0.00032059278,0.000050479444],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004383377,0.00016250937,0.00036510822,0.00045789048,0.00003741516,0.00003174705,0.00007941428,0.0001296714,0.0006284381],"category_scores_gemma":[0.00037895647,0.0001613281,0.000020661557,0.0011991399,0.000061082625,0.00023051552,0.00007983559,0.00020393624,0.00008083498],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007641919,0.000068721885,0.7863134,0.00013952609,0.000034661527,0.0000060415337,0.0022238125,0.000026792799,0.19893847,0.00014465676,0.005248751,0.006778733],"study_design_scores_gemma":[0.0016987831,0.00006951438,0.9527814,0.00099029,0.000019034165,0.0000044712233,0.00008725253,0.0010576324,0.039527472,0.0004444744,0.0031337899,0.00018590392],"about_ca_topic_score_codex":0.0012206397,"about_ca_topic_score_gemma":0.00007467242,"teacher_disagreement_score":0.16646798,"about_ca_system_score_codex":0.00009753817,"about_ca_system_score_gemma":0.000081732134,"threshold_uncertainty_score":0.6880956},"labels":[],"label_agreement":null},{"id":"W2985848887","doi":"10.1093/geroni/igz038.064","title":"RURAL LIBRARIES AS CONTESTED SPACES OF OLDER VOLUNTARISM IN AGING RURAL COMMUNITIES","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Library Science and Administration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Trent University","funders":"","keywords":"Voluntarism (philosophy); Rural area; Population ageing; Economic growth; Political science; Sociology; Gerontology; Population; Medicine","score_opus":0.028466327564388678,"score_gpt":0.3030983578344006,"score_spread":0.27463203027001193,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2985848887","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9786207,0.00004250438,0.00002278858,0.0044219564,0.0002823422,0.00019143062,0.0000013732097,0.000039660663,0.016377227],"genre_scores_gemma":[0.99797714,0.000009675145,0.0001300361,0.0005363054,0.000048877755,0.0000059309978,0.000028184628,0.000005017746,0.0012588485],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9989167,0.00012959423,0.00040220763,0.00006907495,0.00027015878,0.00021225087],"domain_scores_gemma":[0.9994178,0.00017907753,0.00018848483,0.00011685527,0.000080868645,0.00001692265],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00069429807,0.000077014665,0.00013848205,0.0004375886,0.00013643107,0.00021959063,0.00024274198,0.0000563405,0.00023285538],"category_scores_gemma":[0.00008253056,0.00007980004,0.000015534848,0.0018150589,0.00022804555,0.0031068977,0.00004673221,0.00016981496,0.000013914527],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000042577194,0.000015956251,0.7517824,0.000011154204,0.0000015610207,6.8222624e-7,0.087817304,0.00002959115,0.0008697994,0.15861763,0.000054902237,0.00079471484],"study_design_scores_gemma":[0.0005786801,0.000037464026,0.38113993,0.0004968794,0.0000014416587,8.698578e-7,0.5985241,0.00034302907,0.003132441,0.013544818,0.0020022993,0.00019805126],"about_ca_topic_score_codex":0.014671375,"about_ca_topic_score_gemma":0.0022986676,"teacher_disagreement_score":0.5107068,"about_ca_system_score_codex":0.000040508305,"about_ca_system_score_gemma":0.00026397992,"threshold_uncertainty_score":0.99189},"labels":[],"label_agreement":null},{"id":"W2985848967","doi":"10.1093/geroni/igz038.2537","title":"IMPLEMENTING A NEW MODEL IN PRIMARY CARE FOR OLDER CANADIANS LIVING WITH FRAILTY","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia; University of Waterloo","funders":"","keywords":"Primary care; Nursing; Health care; Presentation (obstetrics); Best practice; Coding (social sciences); Psychology; Process management; Medicine; Medical education; Engineering; Family medicine; Sociology; Political science","score_opus":0.2800094587474067,"score_gpt":0.5630087513191523,"score_spread":0.2829992925717456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2985848967","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95738775,0.000006913012,0.027989924,0.0048181624,0.00015342365,0.0020275654,0.00003039604,0.000040224677,0.007545643],"genre_scores_gemma":[0.96452874,7.885722e-7,0.011849429,0.022084426,0.00008492651,0.0003144855,0.00003936361,0.000024911662,0.0010729269],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974537,0.000109246364,0.0009773152,0.00030074746,0.00023886732,0.00092015084],"domain_scores_gemma":[0.9984181,0.0006813305,0.00034292872,0.00020021106,0.0002860658,0.00007137824],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00208036,0.00010858394,0.00018669853,0.0007749419,0.00031256114,0.000017979348,0.00014835372,0.00006386581,0.0001529429],"category_scores_gemma":[0.00031528278,0.00011071466,0.000009778069,0.0018160933,0.000011233525,0.00038749,0.000069978036,0.00033183408,0.000018930376],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000049823166,0.000004261678,0.8755135,0.0006353094,0.000001918226,4.2369754e-7,0.109586,0.0012428833,0.0004005798,0.0042958804,0.001121819,0.0071924496],"study_design_scores_gemma":[0.004551536,0.000046278183,0.8576466,0.0026638545,0.000004189927,9.2498124e-7,0.086408325,0.021631248,0.000047173187,0.0007324834,0.02581304,0.00045437808],"about_ca_topic_score_codex":0.018003868,"about_ca_topic_score_gemma":0.07706565,"teacher_disagreement_score":0.05906178,"about_ca_system_score_codex":0.001197289,"about_ca_system_score_gemma":0.0036424058,"threshold_uncertainty_score":0.98853534},"labels":[],"label_agreement":null},{"id":"W2985890236","doi":"10.1093/geroni/igz038.598","title":"CLINICAL FACTORS ASSOCIATED WITH INCREASED SEDENTARY TIME IN VERY ACTIVE OLDER ADULTS","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Physical Activity and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Waist; Medicine; Supine position; Sitting; Physical activity; Sedentary behavior; Blood pressure; Sedentary lifestyle; Demography; Physical therapy; Circumference; Gerontology; Internal medicine; Obesity","score_opus":0.03618095210508498,"score_gpt":0.3427389433343973,"score_spread":0.3065579912293123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2985890236","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99808586,0.0000019235897,0.000009935671,0.00047266652,0.000067076886,0.00036212074,0.0000058248515,0.0000362112,0.00095837086],"genre_scores_gemma":[0.9986094,0.0000010337103,0.000021620172,0.0010448254,0.000052233456,0.000006623904,0.00018600209,0.000011966322,0.00006627441],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989243,0.00008571549,0.00038668595,0.00021704448,0.00020089302,0.00018535329],"domain_scores_gemma":[0.9992283,0.0003638063,0.00016031218,0.000112724476,0.00009925464,0.000035576682],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039947612,0.00009356707,0.00032257906,0.0002807908,0.000019068846,0.0000066656125,0.000038878403,0.00008741078,0.000094058756],"category_scores_gemma":[0.00022690983,0.0000797125,0.000021563645,0.0011708157,0.000026536123,0.00023066474,0.000018761208,0.0005014436,0.00003235529],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003139785,0.0007802389,0.9950417,0.00003730228,0.000023958215,0.000009181143,0.0008167155,0.000004481603,0.0007826357,0.000054185013,0.00005200974,0.0020835893],"study_design_scores_gemma":[0.0038953356,0.00017426244,0.99291867,0.00096913805,0.0000062183085,5.2930255e-7,0.0003150826,0.0008013442,0.0007385718,0.0000707751,0.000021048247,0.000089053814],"about_ca_topic_score_codex":0.0004550902,"about_ca_topic_score_gemma":0.00009969248,"teacher_disagreement_score":0.003581357,"about_ca_system_score_codex":0.00024377856,"about_ca_system_score_gemma":0.00015440314,"threshold_uncertainty_score":0.32505813},"labels":[],"label_agreement":null},{"id":"W2985913077","doi":"10.1093/geroni/igz038.338","title":"AGE, SEX, AND FRAILTY INFLUENCE AGE-DEPENDENT CHANGES IN VENTRICULAR STRUCTURE AND FUNCTION IN C57BL/6 MICE","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Genetics, Aging, and Longevity in Model Organisms","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Ejection fraction; Internal medicine; Medicine; Diastole; Diastolic function; Cardiology; Ageing; Fractional shortening; Endocrinology; Heart failure; Blood pressure","score_opus":0.009723075946011224,"score_gpt":0.2373209248598216,"score_spread":0.22759784891381038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2985913077","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99875283,0.00031914358,0.00040500466,0.00015624348,0.00010960166,0.00020367488,0.0000033346912,0.0000063612833,0.00004382966],"genre_scores_gemma":[0.99891454,0.00008763181,0.00024292014,0.00053905963,0.000047287405,0.000007631914,0.00005527357,0.000012349058,0.00009328362],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99914366,0.000041520078,0.000228157,0.00031544748,0.00010142148,0.0001697823],"domain_scores_gemma":[0.9997143,0.000008590238,0.000078384364,0.00014155835,0.00004046563,0.000016711252],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025232593,0.000117168034,0.00012337357,0.0002537514,0.000022535596,0.00003852056,0.000067301145,0.00013273497,0.0000069226594],"category_scores_gemma":[0.000043048112,0.00012884616,0.0000063618513,0.00033738927,0.000031037023,0.000011416873,0.000084411105,0.00016280256,9.626965e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012397748,0.000014384167,0.46215782,0.000051392235,0.0000051713146,0.000014545228,0.00074833405,0.0016635286,0.53286904,0.00009140391,0.00000730055,0.0023646848],"study_design_scores_gemma":[0.0011963339,0.00008482991,0.8445618,0.00007505767,0.0000052084606,0.000015822854,0.0004043641,0.00041224822,0.15045108,0.0011861288,0.0013376069,0.0002695078],"about_ca_topic_score_codex":0.00016432696,"about_ca_topic_score_gemma":0.00097163086,"teacher_disagreement_score":0.38241795,"about_ca_system_score_codex":0.000024865174,"about_ca_system_score_gemma":0.000017884704,"threshold_uncertainty_score":0.5254194},"labels":[],"label_agreement":null},{"id":"W2985946135","doi":"10.1093/geroni/igz038.120","title":"FACTORS ASSOCIATED WITH UNMET HEALTHCARE NEEDS IN OLDER ASIAN AMERICANS","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Acculturation; Health care; Immigration; Vulnerability (computing); Gerontology; Sample (material); Quality of life (healthcare); Inclusion (mineral); Medicine; Health equity; Limited English proficiency; Odds; Psychology; Nursing; Geography; Logistic regression; Public health; Economic growth; Social psychology","score_opus":0.05283239245005813,"score_gpt":0.3564351269152381,"score_spread":0.30360273446518,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2985946135","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99121904,0.000020266536,0.0002356763,0.0028332912,0.00031320273,0.00034728675,0.000009883766,0.0000529463,0.0049684285],"genre_scores_gemma":[0.99763983,5.688313e-7,0.00003851925,0.0015527862,0.000026056283,0.000032914384,0.00023221347,0.000019030473,0.0004580509],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99871385,0.0001146377,0.00047731158,0.00020735202,0.00015591789,0.00033093675],"domain_scores_gemma":[0.9993795,0.00006795568,0.00022835353,0.00017962579,0.000111537134,0.00003302258],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003730926,0.0001158372,0.00018792113,0.0009929793,0.00003674787,0.000016012724,0.00007851898,0.00009237252,0.00032039633],"category_scores_gemma":[0.00004423014,0.00010652698,0.000010994667,0.004332797,0.000019364166,0.00011291845,0.0000068672407,0.00030442915,0.000031197258],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010705055,0.00005894363,0.9551933,0.000017210452,0.0000084478725,0.0000023612747,0.031880956,0.000018941228,0.000016289572,0.009810721,0.00021478625,0.0027673314],"study_design_scores_gemma":[0.0009707767,0.000057048015,0.98104125,0.000097311786,0.0000012400114,6.9529005e-7,0.016984187,0.0000350813,0.000018666127,0.00021852234,0.00045720564,0.00011799804],"about_ca_topic_score_codex":0.002359219,"about_ca_topic_score_gemma":0.0038406053,"teacher_disagreement_score":0.025847962,"about_ca_system_score_codex":0.00018087408,"about_ca_system_score_gemma":0.00010315417,"threshold_uncertainty_score":0.4344044},"labels":[],"label_agreement":null},{"id":"W2986048981","doi":"10.1093/geroni/igz038.1206","title":"IT’S MY BUDDY: EXPLORING THE PERCEPTIONS OF PEOPLE WITH DEMENTIA ABOUT THE SOCIAL ROBOT PARO IN A HOSPITAL SETTING","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Social Robot Interaction and HRI","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Dementia; Conversation; Thematic analysis; Perception; Psychology; Social robot; Focus group; Robot; Applied psychology; Unit (ring theory); Nursing; Qualitative research; Medicine; Computer science; Communication; Sociology; Artificial intelligence","score_opus":0.03929322039430836,"score_gpt":0.35207766105968497,"score_spread":0.3127844406653766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2986048981","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9785409,0.000012010275,0.00078804087,0.011443586,0.00083854917,0.00027294652,0.0000014026053,0.000022762315,0.008079817],"genre_scores_gemma":[0.99851364,0.0000032483574,0.0000944189,0.0008074501,0.00015378276,0.0001582672,0.000008252465,0.00001430905,0.00024660915],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989814,0.00010227636,0.00040497902,0.00015949563,0.00015951776,0.00019230972],"domain_scores_gemma":[0.9993717,0.0001504704,0.00021603376,0.00014500786,0.00011050204,0.0000062877525],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000519016,0.00008674241,0.0001212327,0.00019966152,0.00016085317,0.000041141833,0.00014754484,0.000038886217,0.00067501393],"category_scores_gemma":[0.000041994736,0.000062328996,0.000029160436,0.0012078065,0.000044088745,0.00018699541,0.00003520191,0.00032198042,0.000057909947],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002387408,0.000094807714,0.7212565,0.000010512361,0.00004865814,9.866634e-7,0.2533885,0.00046147133,0.00059185614,0.01690994,0.0011656331,0.006047257],"study_design_scores_gemma":[0.00046185873,0.000022399963,0.87091035,0.00007084539,0.0000075683215,0.000001556697,0.12711154,0.000105249965,0.000029961682,0.00012870546,0.0010660122,0.00008397417],"about_ca_topic_score_codex":0.00053130277,"about_ca_topic_score_gemma":0.0005171919,"teacher_disagreement_score":0.1496538,"about_ca_system_score_codex":0.000059490794,"about_ca_system_score_gemma":0.000030863845,"threshold_uncertainty_score":0.73909295},"labels":[],"label_agreement":null},{"id":"W2986071713","doi":"10.1093/geroni/igz038.2396","title":"CARDIOVASCULAR RISK MODERATES THE EFFECT OF RESISTANCE TRAINING ON PHYSICAL PERFORMANCE IN OLDER ADULT WOMEN","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Randomized controlled trial; Balance (ability); Physical therapy; Framingham Risk Score; Analysis of variance; Internal medicine","score_opus":0.014513403655349758,"score_gpt":0.3118447071022089,"score_spread":0.29733130344685915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2986071713","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9954367,0.000044498203,0.00010082282,0.00013412761,0.00020882518,0.00063001097,0.0000028389145,0.00002148644,0.0034206745],"genre_scores_gemma":[0.99924386,0.000029866482,0.00002647928,0.00014358773,0.00009355746,0.0002150513,0.000008597161,0.000013124405,0.00022587861],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983566,0.0005093953,0.00044139332,0.00019346624,0.00022206084,0.00027708217],"domain_scores_gemma":[0.9990443,0.00035698217,0.00022615118,0.00026387174,0.00009912818,0.0000095701125],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002346032,0.00010074256,0.0002862684,0.0001848741,0.00012565953,0.0000054147376,0.00010293097,0.000087491644,0.000004076428],"category_scores_gemma":[0.00014891007,0.000073833675,0.000042179825,0.0009120388,0.000023058645,0.00014096797,0.00002319423,0.000739598,0.000024891679],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002509042,0.000093197574,0.9211913,0.0008798726,0.00006563907,0.0000010733979,0.05157201,0.0022827084,0.003125827,0.0042338674,0.00007062909,0.016232979],"study_design_scores_gemma":[0.0021647871,0.000054071355,0.9839959,0.0012181747,0.000005527884,8.9744844e-8,0.002505227,0.0090602245,0.00014972557,0.0004904739,0.00025828378,0.000097471784],"about_ca_topic_score_codex":0.0000411124,"about_ca_topic_score_gemma":0.000019472514,"teacher_disagreement_score":0.06280465,"about_ca_system_score_codex":0.00014148033,"about_ca_system_score_gemma":0.000039473132,"threshold_uncertainty_score":0.32132265},"labels":[],"label_agreement":null},{"id":"W2986117254","doi":"10.1093/geroni/igz038.1365","title":"INTEREST GROUP SESSION—LONELINESS AND SOCIAL ISOLATION: THE LANGUAGE(S) OF LONELINESS","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Loneliness; Psychology; Qualitative research; Qualitative property; Social isolation; Social psychology; Developmental psychology; Sociology; Computer science; Social science; Psychotherapist","score_opus":0.04702193579114272,"score_gpt":0.37671055863895714,"score_spread":0.3296886228478144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2986117254","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98078954,0.000060803573,0.00042969504,0.01719188,0.00042598348,0.00013788395,0.000002032972,0.000015874068,0.0009463299],"genre_scores_gemma":[0.99765134,0.00000937428,0.00007839127,0.0017295809,0.00023450174,0.0000056512904,0.000007440381,0.000004270761,0.0002794381],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992484,0.000082948,0.00031086087,0.00008769301,0.00013653148,0.00013355918],"domain_scores_gemma":[0.9995215,0.00016084143,0.00013217829,0.00006009344,0.000116162606,0.000009202052],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009934593,0.00004522506,0.00009934919,0.00010088411,0.00018110349,0.000037148297,0.000091732414,0.000048349473,0.00006965497],"category_scores_gemma":[0.00012734611,0.000034802684,0.000010709793,0.00065516046,0.00007170425,0.00017717185,0.00003537824,0.00010439365,0.000003998865],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011606729,0.000020666455,0.4679186,0.00017465452,0.0000039994025,7.556962e-7,0.056644756,0.00001051625,0.00031008184,0.45908016,0.00033843936,0.015485773],"study_design_scores_gemma":[0.0007283905,0.000009524136,0.8316348,0.00026768557,0.000004230794,7.8114067e-7,0.1478611,0.00090620265,0.00009212853,0.0026261352,0.015690325,0.00017868512],"about_ca_topic_score_codex":0.0024963797,"about_ca_topic_score_gemma":0.0018345062,"teacher_disagreement_score":0.456454,"about_ca_system_score_codex":0.000032874595,"about_ca_system_score_gemma":0.000057426158,"threshold_uncertainty_score":0.3773796},"labels":[],"label_agreement":null},{"id":"W2986172643","doi":"10.1093/geroni/igz038.2479","title":"THE PERSISTENCE OF TRADITIONAL VALUES: GRANDPARENTS REARING GRANDCHILDREN","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Culinary Culture and Tourism","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Grandparent; Census; Cultural values; Persistence (discontinuity); Psychology; Family values; Social psychology; Sociology; Gender studies; Demography; Developmental psychology; Population; Political science","score_opus":0.04656545910160705,"score_gpt":0.2338187177784386,"score_spread":0.18725325867683154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2986172643","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9941731,0.00004818087,0.000002649691,0.0010392813,0.00012914877,0.000087145876,0.0000037337923,0.00001008435,0.004506691],"genre_scores_gemma":[0.9994518,0.000009230892,0.000023846158,0.000074067175,0.00009130157,0.0000036412014,0.00003847528,2.7545585e-7,0.0003073753],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994499,0.000020357695,0.00020240572,0.00009946476,0.00013902558,0.00008881336],"domain_scores_gemma":[0.9997259,0.0000962959,0.00008121612,0.000028896271,0.00006060429,0.000007095552],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002653151,0.000044439385,0.00006107679,0.000015018302,0.000102402286,0.000022792168,0.00010347945,0.000023767583,0.000048932096],"category_scores_gemma":[0.000023936213,0.000015317193,0.00002557539,0.0005813467,0.00002588289,0.00009513829,0.00001639416,0.000073233445,0.000007679796],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005964818,0.00014170677,0.7351355,0.000018599389,0.00002695287,0.0000026109772,0.0018755295,0.0001227217,0.17827596,0.027564473,0.0016502097,0.055126086],"study_design_scores_gemma":[0.00021778025,0.000052083073,0.9856798,0.000065641274,0.0000022349277,0.000004496813,0.00076259545,0.000102405,0.0014161861,0.008050372,0.0035669934,0.000079422076],"about_ca_topic_score_codex":0.00005391339,"about_ca_topic_score_gemma":0.000031622247,"teacher_disagreement_score":0.25054428,"about_ca_system_score_codex":0.000010371444,"about_ca_system_score_gemma":0.0000034268635,"threshold_uncertainty_score":0.078760594},"labels":[],"label_agreement":null},{"id":"W2986191337","doi":"10.1093/geroni/igz038.2573","title":"ORGANIZATION OF WORK AND DECISION-MAKING OF PROFESSIONALS WORKING IN NURSING HOMES IN CATALONIA (SPAIN)","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University Health Network","funders":"","keywords":"Nursing; Work (physics); Nursing staff; Health professionals; Nursing homes; Catalan; Health care; Psychology; Medicine; Political science","score_opus":0.021676198432375008,"score_gpt":0.3868474204503097,"score_spread":0.36517122201793467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2986191337","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99719423,0.0001855029,0.0006443056,0.0005977686,0.0006373118,0.00044424014,8.5567933e-7,0.00001453589,0.000281268],"genre_scores_gemma":[0.99780613,0.00000634478,0.0020158533,0.000069635746,0.000032935834,0.000008626338,0.000018250772,0.000017753922,0.000024494026],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981879,0.00013707562,0.001048896,0.00019923708,0.00019995082,0.00022695301],"domain_scores_gemma":[0.99839354,0.00073563174,0.00048426367,0.00014981453,0.00022767449,0.000009106042],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012729922,0.00009402711,0.00030022257,0.0014268901,0.000056846664,0.0000058222035,0.00008425028,0.00013757305,0.000051807758],"category_scores_gemma":[0.00052958314,0.00009569195,0.000009617067,0.005608805,0.000028141752,0.00016087206,0.000052150957,0.00032520483,0.0000028437155],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037724083,0.000048617243,0.93581694,0.00012825891,0.0000015938089,0.0000010567521,0.015399174,0.00012249782,0.000609295,0.001627515,0.00006792873,0.04613941],"study_design_scores_gemma":[0.00080214103,0.000009383702,0.9710678,0.015873607,0.0000022010263,4.5155468e-7,0.009530552,0.00009727429,0.00014204376,0.00235196,0.000026171281,0.000096414646],"about_ca_topic_score_codex":0.00009314991,"about_ca_topic_score_gemma":0.00011655256,"teacher_disagreement_score":0.046042997,"about_ca_system_score_codex":0.0002094254,"about_ca_system_score_gemma":0.00016502257,"threshold_uncertainty_score":0.39022043},"labels":[],"label_agreement":null},{"id":"W2986241049","doi":"10.1093/geroni/igz038.1957","title":"THE EXTREME FACE OF SOCIAL ISOLATION: A COHORT STUDY OF UNBEFRIENDED INDIVIDUALS IN LONG-TERM CARE","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Minimum Data Set; Medicine; Cohort; Mental health; Social isolation; Logistic regression; Depression (economics); Demography; Cohort study; Psychiatry; Descriptive statistics; Retrospective cohort study; Gerontology; Nursing homes; Nursing; Internal medicine","score_opus":0.04757248822744868,"score_gpt":0.3946191004989353,"score_spread":0.3470466122714866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2986241049","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99616927,0.00005755992,0.00006159605,0.00029436653,0.0005181775,0.001227732,0.0000042814845,0.000013309165,0.0016537379],"genre_scores_gemma":[0.9996299,0.0000023595323,0.000019955012,0.000023122171,0.000050123937,0.000053857806,0.000029290486,0.000008794799,0.00018256974],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983068,0.00023504318,0.000865173,0.00014561055,0.00026674653,0.00018062095],"domain_scores_gemma":[0.99875647,0.00021795557,0.00049053156,0.00017383152,0.000354636,0.000006598241],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009868257,0.000074279254,0.00022128041,0.00037225737,0.00015138005,0.0000061583587,0.00012158213,0.000081901875,0.000059894348],"category_scores_gemma":[0.000081297665,0.00006356836,0.00001589833,0.0017041512,0.000022470458,0.000087855406,0.00005610876,0.00026682997,0.0000052854853],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019656747,0.000048976377,0.87308776,0.00009382059,0.000009335144,3.2331596e-7,0.12413167,0.000013330138,0.00020417417,0.0006478849,0.00008216218,0.001660885],"study_design_scores_gemma":[0.0010944472,0.00003742332,0.8732714,0.00011002894,0.0000057316556,7.5826065e-8,0.12523921,0.000010556849,0.000038932772,0.000078299636,0.00006339541,0.000050477913],"about_ca_topic_score_codex":0.0002754733,"about_ca_topic_score_gemma":0.00058084255,"teacher_disagreement_score":0.0034606871,"about_ca_system_score_codex":0.00013830699,"about_ca_system_score_gemma":0.00014076428,"threshold_uncertainty_score":0.25922427},"labels":[],"label_agreement":null},{"id":"W2986352096","doi":"10.1093/geroni/igz038.701","title":"EXPLORING THE PERCEPTION OF PATIENTS WITH DEMENTIA ABOUT A SOCIAL ROBOT PARO IN A HOSPITAL SETTING","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Social Robot Interaction and HRI","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Dementia; Perception; Conversation; Thematic analysis; Psychology; Social robot; Ethnography; Applied psychology; Nursing; Robot; Psychotherapist; Qualitative research; Medicine; Computer science; Communication; Sociology; Disease; Artificial intelligence","score_opus":0.041509756411598764,"score_gpt":0.3261708043522762,"score_spread":0.2846610479406774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2986352096","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99547267,0.0000038605417,0.00031995733,0.0006241241,0.0007327528,0.00024368841,0.0000012045188,0.000017141518,0.0025846236],"genre_scores_gemma":[0.99947417,7.0208216e-7,0.000111990164,0.00018457197,0.00008124343,0.00006586768,0.000017939888,0.000011162148,0.000052357977],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991408,0.00006281968,0.00036062425,0.00014219718,0.00014616319,0.0001473912],"domain_scores_gemma":[0.9995331,0.000047826863,0.00021396589,0.00008108075,0.00011909114,0.0000049280343],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028384782,0.000069701935,0.000099601806,0.00025032906,0.000052372634,0.000019782494,0.00007144688,0.00003127911,0.0003355662],"category_scores_gemma":[0.000027537342,0.00005964392,0.000017415463,0.00081606023,0.000021654942,0.00024869555,0.000019444902,0.00019439451,0.000035706533],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038296483,0.00010786506,0.9376803,0.000008814568,0.000019508328,4.100972e-7,0.03953447,0.00007994612,0.00022038228,0.0031072886,0.00008336933,0.01911937],"study_design_scores_gemma":[0.00080471626,0.000033913657,0.98438084,0.000066966815,0.0000035275016,1.11911255e-7,0.014303111,0.000039174847,0.000017542274,0.00006413175,0.00021399144,0.00007197198],"about_ca_topic_score_codex":0.00019799771,"about_ca_topic_score_gemma":0.000037057773,"teacher_disagreement_score":0.046700563,"about_ca_system_score_codex":0.00007215538,"about_ca_system_score_gemma":0.000013158976,"threshold_uncertainty_score":0.36742145},"labels":[],"label_agreement":null},{"id":"W2986387949","doi":"10.1093/geroni/igz038.1838","title":"OLDER ADULTS’ IMMIGRANT STATUS AND SELF-REPORTED ABILITY TO NAVIGATE THROUGH THE HEALTHCARE SYSTEM","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Immigration; Health care; Descriptive statistics; Gerontology; Psychology; Exploratory research; Medicine; Sociology; Geography","score_opus":0.020079890191949067,"score_gpt":0.33699300852003256,"score_spread":0.3169131183280835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2986387949","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9920084,0.00026016307,0.00030051384,0.0043370975,0.0007948927,0.0012501898,0.000010279308,0.00012574637,0.0009127009],"genre_scores_gemma":[0.9974541,0.000005092003,0.0002298755,0.0019881648,0.00006646934,0.00013788264,0.000041172698,0.000015233558,0.00006202582],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980956,0.00016373962,0.000797824,0.00038894176,0.00017736154,0.00037654687],"domain_scores_gemma":[0.9989191,0.000094273164,0.00023704364,0.0004257668,0.00027305653,0.00005072349],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008524398,0.00012542443,0.0001738689,0.00013488518,0.00011963132,0.000031526382,0.00008016735,0.00008307339,0.000059137972],"category_scores_gemma":[0.000034054847,0.000099124416,0.000015129008,0.0012583324,0.000019477533,0.00011547593,0.00002186134,0.00025032263,0.00008096982],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000099647965,0.00009180615,0.6804845,0.00077052583,0.000030425146,0.000006861629,0.24649893,0.000017492972,0.00004120512,0.06433554,0.0003355494,0.0072875456],"study_design_scores_gemma":[0.0011792249,0.000057962756,0.9566873,0.00032654748,0.000006000917,0.000023080996,0.038688198,0.00015563484,0.00003212702,0.00028796843,0.0024058823,0.0001501229],"about_ca_topic_score_codex":0.013273593,"about_ca_topic_score_gemma":0.0014104202,"teacher_disagreement_score":0.27620277,"about_ca_system_score_codex":0.00013987452,"about_ca_system_score_gemma":0.00008197103,"threshold_uncertainty_score":0.9932971},"labels":[],"label_agreement":null},{"id":"W2986395175","doi":"10.1093/geroni/igz038.786","title":"GOALS OF THE ENDGAME","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Sports, Gender, and Society","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Identity (music); Psychology; Perspective (graphical); Athletes; Life course approach; Elite; Narrative; Physical body; Personal identity; Social psychology; Self-concept; Political science; Medicine; Aesthetics; Physical therapy","score_opus":0.034399009896519346,"score_gpt":0.32369820359292234,"score_spread":0.289299193696403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2986395175","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91209894,0.000015478037,0.000039539627,0.0012313415,0.0004376874,0.00009804394,4.2118367e-7,0.000012040126,0.08606648],"genre_scores_gemma":[0.9950109,0.000006506365,0.00006371949,0.0005390944,0.00006022615,0.0000021072303,7.199634e-7,0.0000024627925,0.00431427],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994269,0.000033280365,0.00018250008,0.000067953144,0.00019381518,0.000095559604],"domain_scores_gemma":[0.9996733,0.000032984844,0.0001045924,0.00009848103,0.00008550206,0.000005118137],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008626045,0.000026624946,0.0000536814,0.00004703807,0.000066317094,0.0000118323105,0.00011623349,0.000035301724,0.00021066486],"category_scores_gemma":[0.00007548612,0.000021961883,0.000020032445,0.0011107565,0.00006023416,0.00008335077,0.000018246434,0.00006819314,0.0000062697422],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[4.988835e-7,0.000008523058,0.6558765,0.0000058143687,0.0000023540458,8.839926e-8,0.08219371,0.000022962775,0.0012888506,0.25874314,0.0004860529,0.0013715125],"study_design_scores_gemma":[0.00041453767,0.0000062788777,0.6666803,0.000088188295,0.0000030022252,2.5136765e-7,0.19265407,0.00007169307,0.003096788,0.0145241,0.12230015,0.0001606634],"about_ca_topic_score_codex":0.0007481419,"about_ca_topic_score_gemma":0.000117797295,"teacher_disagreement_score":0.24421903,"about_ca_system_score_codex":0.00005205638,"about_ca_system_score_gemma":0.00010076308,"threshold_uncertainty_score":0.23066324},"labels":[],"label_agreement":null},{"id":"W2986467481","doi":"10.1093/geroni/igz038.2603","title":"A SIMPLE INTERVENTION TO REDUCE ANTICHOLINERGIC DRUG USE WHILE ATTENDING A GERIATRIC DAY HOSPITAL","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Anticholinergic; Medicine; Intervention (counseling); Attendance; Drug; Emergency medicine; Anesthesia; Psychiatry","score_opus":0.0756792803512631,"score_gpt":0.397813572708509,"score_spread":0.3221342923572459,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2986467481","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.994629,0.00002354227,0.0006903883,0.0024991606,0.00063546374,0.0005713627,0.000003107205,0.000052296265,0.00089564105],"genre_scores_gemma":[0.99688137,0.0000046539435,0.0005042846,0.0013903684,0.0001127222,0.00001637591,0.00006317726,0.000017725788,0.0010093489],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99877363,0.000054666492,0.0005048079,0.00024109897,0.00021063232,0.00021516375],"domain_scores_gemma":[0.9993165,0.0001511641,0.00017152159,0.00017408564,0.00013548024,0.000051256153],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006759776,0.00010520508,0.00017792241,0.0005816041,0.000032745458,0.00006640183,0.00006328744,0.000035361558,0.00021680296],"category_scores_gemma":[0.0005155306,0.00010056263,0.00004268413,0.0017694171,0.000008034961,0.00058533717,0.00006515157,0.00025979162,0.00013961241],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000821973,0.0001951799,0.97980547,0.00011939168,0.0000224652,0.000014193033,0.00094686344,0.00014684557,0.011655556,0.0009797097,0.0013087682,0.0047233617],"study_design_scores_gemma":[0.0049277036,0.00025018907,0.92548877,0.0006752948,0.00006225108,0.000015929794,0.001073273,0.012472628,0.0060876077,0.00022688504,0.048287004,0.0004324494],"about_ca_topic_score_codex":0.00011148885,"about_ca_topic_score_gemma":0.0000026411208,"teacher_disagreement_score":0.05431668,"about_ca_system_score_codex":0.00010720496,"about_ca_system_score_gemma":0.000021278116,"threshold_uncertainty_score":0.41008252},"labels":[],"label_agreement":null},{"id":"W2986491468","doi":"10.1093/geroni/igz038.3181","title":"AN INTEGRATED TRANSITIONAL CARE MODEL FOR OLDER ADULTS WITH MULTIMORBIDITY AND DEPRESSIVE SYMPTOMS","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"NOSM University; Health Sciences North; Laurentian University; University of Waterloo; McMaster University","funders":"","keywords":"Medicine; Intervention (counseling); Quality of life (healthcare); Randomized controlled trial; Confidence interval; Anxiety; Minimal clinically important difference; Social support; Physical therapy; Clinical psychology; Psychology; Psychiatry; Nursing","score_opus":0.01878450865157674,"score_gpt":0.30649089166642335,"score_spread":0.28770638301484663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2986491468","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95894843,0.000035225763,0.0394659,0.00018927522,0.00003342258,0.00081130915,0.000036328656,0.000048781712,0.00043130002],"genre_scores_gemma":[0.9970203,0.0000015904027,0.0016678519,0.00027334888,0.000025815023,0.00008586867,0.0008635096,0.00001370946,0.0000480068],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993717,0.000007365686,0.00016703359,0.00022115569,0.00012099928,0.00011174564],"domain_scores_gemma":[0.99953103,0.000016083855,0.000052892938,0.000117094314,0.00026194484,0.00002092594],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000057266014,0.00008994786,0.00011010215,0.00019957869,0.000026996526,0.000025051888,0.00003075,0.000031141466,0.000026723215],"category_scores_gemma":[0.000008792071,0.000077476005,0.0000099535955,0.00029149235,0.000026872194,0.00022491862,0.000006475965,0.000079024125,8.596489e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0031414386,0.0008066583,0.69695204,0.005983201,0.0003019184,0.000054128763,0.035651304,0.11931992,0.0041083824,0.03503643,0.0004752022,0.09816938],"study_design_scores_gemma":[0.009110912,0.00009413376,0.19547291,0.001016697,0.00004201599,0.0000040900263,0.005004018,0.78852284,0.00031922452,0.00019139724,0.000052652398,0.0001690836],"about_ca_topic_score_codex":0.00003199652,"about_ca_topic_score_gemma":0.0000226877,"teacher_disagreement_score":0.6692029,"about_ca_system_score_codex":0.00007480975,"about_ca_system_score_gemma":0.00009719888,"threshold_uncertainty_score":0.31593797},"labels":[],"label_agreement":null},{"id":"W2986575653","doi":"10.1093/geroni/igz038.024","title":"EXPANDING THE NETWORK: NONTRADITIONAL ANIMAL MODELS IN GEROSCIENCE","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Genetics, Aging, and Longevity in Model Organisms","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Marmoset; Killifish; Biology; Zoology; Nonhuman primate; Evolutionary biology; Primate; Ecology; Fish <Actinopterygii>; Fishery","score_opus":0.022835807844987698,"score_gpt":0.26209915341031326,"score_spread":0.23926334556532555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2986575653","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9786612,0.00008937654,0.019192614,0.0004414788,0.00024928342,0.00015319088,0.0000019776764,0.0000069468388,0.0012039472],"genre_scores_gemma":[0.9978173,0.000019019068,0.00089799357,0.00089370145,0.00019120876,0.00001401094,0.00003092477,0.000010753401,0.00012513953],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99905026,0.00003450564,0.0002726014,0.00025192348,0.00014251513,0.00024819345],"domain_scores_gemma":[0.9996542,0.0000150601245,0.000078391815,0.000185563,0.0000546213,0.000012206236],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060910487,0.000089201385,0.00007914186,0.000077271725,0.00006403701,0.000041850042,0.00018677856,0.000060107468,0.00001761533],"category_scores_gemma":[0.000024022847,0.000081035345,0.000016917817,0.0005011837,0.00004699553,0.000015000285,0.00006851927,0.00012935558,0.0000061911423],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028856088,0.00004579025,0.15574501,0.0000149528,0.0000066066386,0.0000024132555,0.0011647369,0.20298693,0.6222024,0.01662425,0.00045386332,0.00072417],"study_design_scores_gemma":[0.0032748322,0.0003670077,0.6050934,0.0002581914,0.000010504486,0.00005688562,0.0015189061,0.20286319,0.13984309,0.04125715,0.0041528167,0.0013039868],"about_ca_topic_score_codex":0.000027061513,"about_ca_topic_score_gemma":0.0000401502,"teacher_disagreement_score":0.48235935,"about_ca_system_score_codex":0.000028532855,"about_ca_system_score_gemma":0.000054537024,"threshold_uncertainty_score":0.33045253},"labels":[],"label_agreement":null},{"id":"W2986577436","doi":"10.1093/geroni/igz038.1697","title":"SKILLS AND STRATEGIES OF FACILITATORS WHO CO-CREATE DIGITAL STORIES WITH PERSONS WITH DEMENTIA","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Digital Storytelling and Education","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; Simon Fraser University; University of Alberta","funders":"","keywords":"Facilitator; Storytelling; Active listening; Digital storytelling; Psychology; Narrative; Empathy; Dementia; Medical education; Pedagogy; Medicine; Social psychology; Psychotherapist","score_opus":0.02068682957454591,"score_gpt":0.34583958476585724,"score_spread":0.3251527551913113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2986577436","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9682964,0.000032280564,0.0006469698,0.000107274165,0.00009251474,0.0002142529,0.000018190409,0.000029136494,0.030563],"genre_scores_gemma":[0.9980975,0.000002853409,0.00018717333,0.000036780537,0.000019612058,0.00001852766,0.000034256864,0.00001012788,0.0015931821],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99926376,0.000022887258,0.0002715046,0.00014172791,0.00013521007,0.00016490655],"domain_scores_gemma":[0.99944824,0.00010034881,0.00016947133,0.00009777416,0.00016617567,0.000017987762],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020104501,0.00008406273,0.00012990505,0.00020026161,0.0000991819,0.000038809914,0.00003826156,0.00003664445,0.000031159776],"category_scores_gemma":[0.000024625717,0.00006566066,0.0000051046177,0.0004931881,0.000068864414,0.00064429274,0.000010417247,0.0001429081,0.000012108108],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020400586,0.000025848696,0.97067606,0.00016215371,0.000020349653,3.264677e-7,0.017703936,0.00007763353,0.000056251927,0.009994663,0.00014500103,0.0011173895],"study_design_scores_gemma":[0.0014591137,0.00030745295,0.77142173,0.0017289947,0.000016953172,0.0000022955885,0.20602608,0.000058652295,0.00029172178,0.00082246115,0.017548,0.00031651472],"about_ca_topic_score_codex":0.000128407,"about_ca_topic_score_gemma":0.000036984653,"teacher_disagreement_score":0.19925429,"about_ca_system_score_codex":0.000039498234,"about_ca_system_score_gemma":0.00019439308,"threshold_uncertainty_score":0.26775637},"labels":[],"label_agreement":null},{"id":"W2986626575","doi":"10.1093/geroni/igz038.059","title":"UNDERSTANDING SEX DIFFERENCES IN OLDER PERSONS WITH NEURODEGENERATIVE DISEASES","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Amyotrophic Lateral Sclerosis Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; Institute for Clinical Evaluative Sciences","funders":"","keywords":"Amyotrophic lateral sclerosis; Medicine; Observational study; Gerontology; Incidence (geometry); Disease; Sex characteristics; Pathology","score_opus":0.10380027636433162,"score_gpt":0.31712637827538154,"score_spread":0.21332610191104992,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2986626575","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9948754,0.000015463631,0.0010425656,0.0023710094,0.000039680715,0.00033714782,0.0000019663262,0.000024338182,0.0012924718],"genre_scores_gemma":[0.9987732,0.0000048014927,0.000116026444,0.0003396113,0.00003565791,0.000021721415,0.000014436118,0.00001257875,0.0006819281],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99903834,0.000044898694,0.0002041376,0.0002227504,0.00028250983,0.0002073782],"domain_scores_gemma":[0.9996996,0.000058841866,0.000047684312,0.000115030016,0.000051551717,0.000027284885],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001287108,0.000088286055,0.00016483854,0.0004703085,0.000032592427,0.000034275854,0.000049897135,0.000030197221,0.00016648298],"category_scores_gemma":[0.000039070823,0.00006539314,0.000009931621,0.0013746393,0.00004505515,0.00015286884,0.000026500315,0.00022527423,0.000008540889],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041396564,0.000047227426,0.99062467,0.00003582377,0.0000073606006,0.000019254352,0.0014227827,0.00007730582,0.0051371222,0.002353507,0.000048518832,0.00018502801],"study_design_scores_gemma":[0.0013535675,0.00007588394,0.9923652,0.00033379326,0.0000029989199,0.0000036374402,0.0016203373,0.003673903,0.00027547916,0.0001974144,0.000010586248,0.000087193985],"about_ca_topic_score_codex":0.00007125564,"about_ca_topic_score_gemma":0.000028440294,"teacher_disagreement_score":0.004861643,"about_ca_system_score_codex":0.00026756863,"about_ca_system_score_gemma":0.000078504505,"threshold_uncertainty_score":0.26666552},"labels":[],"label_agreement":null},{"id":"W2986645967","doi":"10.1093/geroni/igz038.082","title":"PRIVATE PARTS: AGING, AI, AND THE ETHICS OF CONSENT IN SUBSCRIPTION-BASED ECONOMIES","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Digital Economy and Work Transformation","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Normative; Argument (complex analysis); Aging in place; Informed consent; Population; Ethnography; Value (mathematics); Identity (music); Product (mathematics); Public relations; Sociology; Business; Political science; Gerontology; Law; Computer science; Medicine","score_opus":0.03520185042796031,"score_gpt":0.30601546294347926,"score_spread":0.27081361251551894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2986645967","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.953276,0.000030157673,0.00081040803,0.025367253,0.0001507545,0.00025317306,0.0000013817489,0.000012266079,0.020098642],"genre_scores_gemma":[0.9982816,0.00002773739,0.000049819082,0.0015364073,0.000013259378,0.0000116512765,0.0000057986194,0.0000022933039,0.00007143951],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9992836,0.000098133554,0.0003661587,0.00007680408,0.0000774117,0.00009786144],"domain_scores_gemma":[0.99938595,0.00036205727,0.00012444485,0.000059621943,0.0000609569,0.000006967977],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022913557,0.00004238224,0.00009379938,0.00018635349,0.00007246287,0.00007125668,0.00006367028,0.00004573272,0.000026003703],"category_scores_gemma":[0.00018141729,0.00003807431,0.000010829034,0.00046498637,0.00021436546,0.0004529218,0.000007155291,0.00015490186,0.000005324212],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012465141,0.00000882771,0.25671273,0.00003244658,0.0000021287117,8.829735e-8,0.017096767,0.00084343797,0.000007766281,0.7227327,0.000014139081,0.0025364375],"study_design_scores_gemma":[0.014345709,0.00006856431,0.3050018,0.002231348,0.000016654762,0.0000011709388,0.057530813,0.028483754,0.0036128433,0.39696604,0.1907646,0.0009766765],"about_ca_topic_score_codex":0.00062077167,"about_ca_topic_score_gemma":0.0017403172,"teacher_disagreement_score":0.3257667,"about_ca_system_score_codex":0.00005043615,"about_ca_system_score_gemma":0.00013854746,"threshold_uncertainty_score":0.15526253},"labels":[],"label_agreement":null},{"id":"W2986730615","doi":"10.1093/geroni/igz038.2390","title":"AUGMENTATION INDEX IS A PREDICTOR OF CEREBRAL BLOOD FLOW ACROSS GLOBAL GRAY MATTER IN THE ELDERLY","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Cardiovascular Health and Disease Prevention","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Montreal Heart Institute; Institut Universitaire de Gériatrie de Montréal; Concordia University; Polytechnique Montréal; Montreal Clinical Research Institute; Université de Montréal","funders":"","keywords":"Arterial stiffness; Medicine; Cardiology; Cerebral blood flow; Internal medicine; Pulse wave velocity; Linear regression; Blood pressure; Cohort; Coefficient of variation; Mathematics; Statistics","score_opus":0.01134055748853758,"score_gpt":0.3099817035156768,"score_spread":0.2986411460271392,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2986730615","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9960978,0.00008310621,0.001392807,0.0010584784,0.00014647764,0.00055645604,0.000019554296,0.000011171121,0.00063411973],"genre_scores_gemma":[0.99790853,0.000002367675,0.00015150446,0.0017164163,0.00005935352,0.000033419063,0.00008917677,0.000005524974,0.000033688782],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998871,0.000056561446,0.0004362307,0.00015390203,0.00031850862,0.00016377577],"domain_scores_gemma":[0.9995563,0.00001556504,0.00010926218,0.00020355146,0.00009683011,0.000018484781],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061257055,0.00007086066,0.00014813633,0.00013210798,0.00001926131,0.000016488233,0.000052064457,0.000051767147,0.00012176374],"category_scores_gemma":[0.000030846564,0.000059276874,0.000058282465,0.0011010598,0.000015739644,0.00013282338,0.000016504016,0.000115069866,0.000021665559],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009780227,0.00009446494,0.99221385,0.00026519544,0.00002494934,0.000004872353,0.0013786309,0.000064375075,0.00025298935,0.00015294329,0.00019047737,0.0052594445],"study_design_scores_gemma":[0.004218253,0.00003622264,0.9931326,0.00020835955,0.000022678478,0.000020059031,0.00072627567,0.0007412805,0.00013700961,0.00061773724,0.00008837604,0.000051137395],"about_ca_topic_score_codex":0.00028827554,"about_ca_topic_score_gemma":0.000042447442,"teacher_disagreement_score":0.005208307,"about_ca_system_score_codex":0.00007162164,"about_ca_system_score_gemma":0.00007685349,"threshold_uncertainty_score":0.24172407},"labels":[],"label_agreement":null},{"id":"W2986773961","doi":"10.1093/geroni/igz038.061","title":"PRODUCTIVE AND ACTIVE RURAL AGING: TOWARD CRITICAL PERSPECTIVES","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Rural development and sustainability","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trent University","funders":"","keywords":"Voluntarism (philosophy); Active ageing; Citizenship; Context (archaeology); Sociology; Population ageing; Rural area; Rural sociology; Economic growth; Political science; Gender studies; Gerontology; Population; Older people; Rural development; Geography; Agriculture; Politics; Medicine","score_opus":0.018666823153868542,"score_gpt":0.2718992332053566,"score_spread":0.25323241005148805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2986773961","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9821707,0.000039886003,0.0000034855514,0.015277321,0.00009458605,0.00019961256,0.000001626373,0.00003360082,0.0021791516],"genre_scores_gemma":[0.9993633,0.0000049026967,0.000081889586,0.000117352996,0.0000786085,0.0000112703965,0.000010286537,5.322078e-7,0.00033182913],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99926573,0.000040112638,0.00017274094,0.0002297867,0.00011477128,0.00017684259],"domain_scores_gemma":[0.9995763,0.00011374593,0.00003640431,0.000027179798,0.00022975518,0.000016625534],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026867635,0.00008091589,0.00010064168,0.000039944152,0.000067934205,0.000052254083,0.00006350719,0.000035489782,0.00011081536],"category_scores_gemma":[0.0002664209,0.00003621065,0.000012195522,0.0007783342,0.00006798428,0.00035747438,0.000053706233,0.00012740614,0.000007798105],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048947608,0.00008416597,0.71255094,0.000040943265,0.000010154543,0.000003589678,0.015530318,0.0000020491457,0.0810828,0.093848825,0.000103800136,0.09669345],"study_design_scores_gemma":[0.00009438415,0.00003312901,0.9395636,0.00002284823,9.300315e-7,0.0000020841017,0.04602252,0.000023958375,0.0025870402,0.010566039,0.0009617708,0.00012174379],"about_ca_topic_score_codex":0.000097744465,"about_ca_topic_score_gemma":0.000016985769,"teacher_disagreement_score":0.22701259,"about_ca_system_score_codex":0.00008222942,"about_ca_system_score_gemma":0.000011435474,"threshold_uncertainty_score":0.14766274},"labels":[],"label_agreement":null},{"id":"W2986823105","doi":"10.1093/geroni/igz038.1623","title":"REDUCING ANTIPSYCHOTIC USE IN LONG-TERM CARE: CONSIDERING THE ROLE OF CULTURE OF CARE AND INFORMAL COMMUNICATION","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Island Health; University of Victoria","funders":"","keywords":"Dementia; Feeling; Health care; Nursing; Medicine; Psychology; Social psychology","score_opus":0.026874336091705867,"score_gpt":0.3596202027881654,"score_spread":0.33274586669645956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2986823105","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9964365,0.0015128618,0.000011564644,0.00008566993,0.00017492299,0.000368735,0.000002754454,0.000009505621,0.0013975119],"genre_scores_gemma":[0.99948597,0.000089506895,0.0002944203,0.000042321346,0.000014064867,0.0000090527765,0.00003861708,0.0000061998867,0.000019870151],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99907815,0.00009237088,0.0005369629,0.00008151413,0.000090345864,0.00012066689],"domain_scores_gemma":[0.99901307,0.00016381967,0.00029918685,0.00024006683,0.00027714742,0.0000066988805],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029495312,0.00005888506,0.00014631031,0.00025908963,0.00008866713,0.000008217584,0.00007952146,0.0000734834,0.0000087128],"category_scores_gemma":[0.00008046666,0.00004905064,0.000011075972,0.00070980523,0.000034846707,0.00021297099,0.000054921795,0.00029753117,0.0000010019626],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002061709,0.000004657221,0.8215346,0.00037758923,0.0000026737835,1.2802192e-7,0.16711368,0.000061463834,0.0024563307,0.00065801974,0.000014106206,0.0077561634],"study_design_scores_gemma":[0.00060911424,0.000020988322,0.85984474,0.0014689668,0.0000043413984,9.159869e-7,0.13648036,0.000050573155,0.0012340855,0.0000757188,0.00015416565,0.000056047018],"about_ca_topic_score_codex":0.00080717215,"about_ca_topic_score_gemma":0.00037407936,"teacher_disagreement_score":0.03831015,"about_ca_system_score_codex":0.00005443585,"about_ca_system_score_gemma":0.000069976704,"threshold_uncertainty_score":0.2000227},"labels":[],"label_agreement":null},{"id":"W2986824440","doi":"10.1093/geroni/igz038.084","title":"SMART LIFE, FITNESS, WELLNESS, AND THE PROMISE OF DIGITAL HEALTH TECHNOLOGIES FOR OLDER PEOPLE","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trent University","funders":"","keywords":"Standardization; Clothing; Austerity; Internet privacy; Intervention (counseling); Product (mathematics); Public relations; Business; Marketing; Computer science; Multimedia; Medicine; Nursing; Political science","score_opus":0.013888688396811124,"score_gpt":0.28894932224888403,"score_spread":0.2750606338520729,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2986824440","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9315472,0.00023100893,0.0008569824,0.06501648,0.00016416074,0.0011689127,0.0000058416626,0.00021485727,0.0007945623],"genre_scores_gemma":[0.99933743,0.0000313393,0.00019417514,0.00015272264,0.000010554476,0.000084986365,0.000005279166,0.0000068658546,0.0001766325],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99916005,0.00002714041,0.00032627885,0.00016311092,0.00013103454,0.00019239854],"domain_scores_gemma":[0.9992745,0.00021767308,0.00022838148,0.00016051778,0.00011242991,0.0000065338127],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009605851,0.000064758984,0.00017403543,0.00023713912,0.00014974117,0.00004618635,0.00019860189,0.00008642079,0.0000049553373],"category_scores_gemma":[0.0010251116,0.000051308278,0.000014419198,0.0013032383,0.00035540567,0.00026779884,0.00006844108,0.000117966665,0.000002184764],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002941864,0.00003677735,0.44895586,0.00015071406,0.000010895547,1.1918314e-7,0.020115973,0.0000052681094,0.000032815435,0.46544817,0.0006726766,0.064541325],"study_design_scores_gemma":[0.015173621,0.00013470816,0.34049916,0.0010126239,0.00001684444,0.0000042738916,0.22158003,0.0013043402,0.0028336607,0.3479126,0.06870005,0.0008280806],"about_ca_topic_score_codex":0.00036295172,"about_ca_topic_score_gemma":0.00043468957,"teacher_disagreement_score":0.20146404,"about_ca_system_score_codex":0.000036124657,"about_ca_system_score_gemma":0.00017091664,"threshold_uncertainty_score":0.2092291},"labels":[],"label_agreement":null},{"id":"W2986839439","doi":"10.1093/geroni/igz038.1978","title":"2019 GSA FELLOWS SYMPOSIUM: STRENGTH IN AGE: HARNESSING THE POWER OF NETWORKS","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Discipline; Theme (computing); Power (physics); Gerontology; Sociology; Political science; Medicine; Social science; Computer science","score_opus":0.02629423957487099,"score_gpt":0.34809091306606854,"score_spread":0.32179667349119756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2986839439","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96453923,0.00018744043,0.0006179238,0.0017007843,0.00073177664,0.00019655195,8.257098e-7,0.000020615858,0.032004844],"genre_scores_gemma":[0.9952188,0.0000025277297,0.000058914193,0.00028785111,0.000043214623,0.000015835552,0.000013918337,0.000013193557,0.0043457015],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99865067,0.00019576745,0.00046715557,0.00023285011,0.00013986247,0.00031369334],"domain_scores_gemma":[0.9991619,0.00024117062,0.00015369256,0.000348897,0.00008398049,0.000010357184],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012777731,0.000093628085,0.00017644666,0.0004169294,0.000037674123,0.000024816625,0.00022562317,0.00011543271,0.0003334799],"category_scores_gemma":[0.000037363967,0.00007651147,0.000019417457,0.0014095538,0.000087734574,0.00009389675,0.000056558012,0.00052993966,0.00006604748],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005498259,0.00010779792,0.9478657,0.0000171444,0.000025824389,0.000026432468,0.011658173,0.0014752457,0.00084357266,0.025635194,0.0032163924,0.009073545],"study_design_scores_gemma":[0.0022183289,0.00007064278,0.97929007,0.0003124851,0.000005657376,0.000016204987,0.007870593,0.005548813,0.00023114505,0.0010287769,0.0031047803,0.00030251915],"about_ca_topic_score_codex":0.0004763787,"about_ca_topic_score_gemma":0.0000899342,"teacher_disagreement_score":0.03142436,"about_ca_system_score_codex":0.000044182587,"about_ca_system_score_gemma":0.00003318067,"threshold_uncertainty_score":0.3651371},"labels":[],"label_agreement":null},{"id":"W2986861100","doi":"10.1093/geroni/igz038.2916","title":"JOINT GOALS IN OLDER COUPLES: ASSOCIATIONS WITH GOAL PROGRESS AND RELATIONSHIP SATISFACTION","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Attachment and Relationship Dynamics","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"British Columbia Centre of Excellence for Women's Health; University of British Columbia","funders":"","keywords":"Spouse; Psychology; Illusion; Joint (building); Goal pursuit; Goal setting; Goal orientation; Social psychology; Cognitive psychology; Political science; Engineering","score_opus":0.028931559130830325,"score_gpt":0.3653894269368247,"score_spread":0.33645786780599435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2986861100","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9930064,0.00008219652,0.0016562047,0.001035797,0.0002229976,0.0005355072,0.0000043381965,0.000050944163,0.0034056045],"genre_scores_gemma":[0.9981162,0.0000024340284,0.0007169582,0.00009461888,0.00003105309,0.000074430885,0.000074759475,0.000016362195,0.0008731943],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998869,0.00007975581,0.00047494532,0.00023608842,0.00015584545,0.00018438119],"domain_scores_gemma":[0.99937075,0.00015546835,0.0002486559,0.00011970956,0.000091182475,0.00001421993],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005990812,0.00010374639,0.00013687887,0.0006456621,0.000074726515,0.000043726526,0.000035612655,0.00013553175,0.00010053292],"category_scores_gemma":[0.00004615378,0.000100344,0.0000102462545,0.001459139,0.00004268585,0.00027014234,0.000015292831,0.0003504044,0.00004820293],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008554827,0.000036874866,0.9196528,0.000011489457,0.00001144852,0.0000014706515,0.003027577,0.00035307475,0.000034624674,0.07573375,0.000035152905,0.0010931568],"study_design_scores_gemma":[0.0011420968,0.000021230127,0.9935229,0.00009345462,0.0000057167003,0.000004102253,0.0014199883,0.002079759,0.0000030679626,0.0015375958,0.000041364234,0.00012872649],"about_ca_topic_score_codex":0.00011098537,"about_ca_topic_score_gemma":0.00017854042,"teacher_disagreement_score":0.07419615,"about_ca_system_score_codex":0.00017748993,"about_ca_system_score_gemma":0.000030290947,"threshold_uncertainty_score":0.40919095},"labels":[],"label_agreement":null},{"id":"W2986867176","doi":"10.1093/geroni/igz038.1683","title":"PREDICTORS OF PRESSURE ULCER DEVELOPMENT AMONG SENIORS DURING EMERGENCY TRANSFERS TO HOSPITAL EMERGENCY DEPARTMENT","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Pressure Ulcer Prevention and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta; University of British Columbia, Okanagan Campus; Kelowna General Hospital; University of British Columbia","funders":"","keywords":"Medicine; Emergency department; Logistic regression; Emergency medicine; Gerontology; Medical emergency; Nursing; Internal medicine","score_opus":0.015619836630353151,"score_gpt":0.3251698669357263,"score_spread":0.30955003030537315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2986867176","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.985963,0.000024373028,0.0025818367,0.0003997356,0.0032439686,0.0024392107,0.000015162763,0.000098559125,0.005234145],"genre_scores_gemma":[0.9908669,0.000015394191,0.00044239833,0.000059696493,0.00007772095,0.0003902934,0.00004023902,0.00002853467,0.008078826],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99712354,0.00015608362,0.0015143082,0.00036363432,0.0004095643,0.00043288546],"domain_scores_gemma":[0.9990582,0.00001785719,0.00032372438,0.0002917698,0.0002441882,0.00006425011],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008534561,0.0001860986,0.00025032286,0.00067347527,0.00016416804,0.0000037909613,0.00021344378,0.000101095575,0.002956177],"category_scores_gemma":[0.000054983073,0.00019319465,0.00004583254,0.001268205,0.000010469316,0.00025546295,0.00015389682,0.00028314424,0.0000907465],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024401914,0.000105872365,0.979313,0.00075439096,0.00012222923,0.0000012061145,0.012730545,0.0006477832,0.0018351397,0.0016821771,0.0021904663,0.0005928002],"study_design_scores_gemma":[0.0007827416,0.00003972791,0.9761145,0.0002555829,0.000020826026,6.023998e-8,0.0021639825,0.000048550068,0.0014965916,0.00009185105,0.01875993,0.00022567311],"about_ca_topic_score_codex":0.000088552224,"about_ca_topic_score_gemma":0.00014570927,"teacher_disagreement_score":0.016569464,"about_ca_system_score_codex":0.00011783537,"about_ca_system_score_gemma":0.00006656029,"threshold_uncertainty_score":0.99795526},"labels":[],"label_agreement":null},{"id":"W2986890014","doi":"10.1093/geroni/igaa057.3036","title":"Systematic Changes in Gait Pursuant to Choir Participation for Caregivers and Persons With Dementia","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Music Therapy and Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Psychosocial; Dementia; Gait; Choir; Psychological intervention; Psychology; Cognition; Neuropsychology; Physical medicine and rehabilitation; Affect (linguistics); Clinical psychology; Gerontology; Medicine; Psychiatry","score_opus":0.08245051214933032,"score_gpt":0.36803928843510214,"score_spread":0.28558877628577184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2986890014","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97584325,0.000106939035,0.007038916,0.015699536,0.00010833946,0.00095458666,0.0000045249685,0.00002513189,0.00021879931],"genre_scores_gemma":[0.9963618,0.0000015924659,0.00034216317,0.0028123977,0.000040157887,0.00039630424,0.000007848509,0.000008461117,0.0000292766],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9993544,0.000043261087,0.00022529552,0.00016222255,0.000062519175,0.00015225563],"domain_scores_gemma":[0.999725,0.0000511327,0.000092483926,0.000064664,0.000040389314,0.000026320238],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032230758,0.00005981012,0.00013154266,0.00020784407,0.00003646637,0.00001644565,0.000037077694,0.000026556789,0.000042328276],"category_scores_gemma":[0.00003739195,0.000055540324,0.000004443012,0.00064170343,0.000009375977,0.0000447689,0.0000067918277,0.00005784215,0.000003063311],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005948848,0.00013097431,0.1946907,0.010006884,0.00015984564,0.000018486506,0.6710646,0.00026821543,0.0030875606,0.10765126,0.002540634,0.009785916],"study_design_scores_gemma":[0.020508498,0.003082255,0.6770482,0.014559648,0.0002325232,0.000020265594,0.24928719,0.018703071,0.0012190408,0.0013739476,0.012243442,0.0017218805],"about_ca_topic_score_codex":0.00011529222,"about_ca_topic_score_gemma":0.0006594701,"teacher_disagreement_score":0.48235753,"about_ca_system_score_codex":0.000036013877,"about_ca_system_score_gemma":0.000015223252,"threshold_uncertainty_score":0.22648686},"labels":[],"label_agreement":null},{"id":"W2986932099","doi":"10.1093/geroni/igz038.1887","title":"LIVING LIFE TO THE FULL 55-PLUS: A COMMUNITY-BASED INTERVENTION FOR REDUCING DEPRESSION AND ANXIETY","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto; York University; Baycrest Hospital","funders":"","keywords":"Loneliness; UCLA Loneliness Scale; Anxiety; Psychology; Beck Anxiety Inventory; Depression (economics); Beck Depression Inventory; Clinical psychology; Intervention (counseling); Mental health; Psychological intervention; Psychiatry","score_opus":0.047722457248587445,"score_gpt":0.37387185371382187,"score_spread":0.32614939646523444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2986932099","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9789547,0.000047709585,0.008421947,0.011018596,0.00036537336,0.00050201936,0.0000018931598,0.000029399656,0.000658399],"genre_scores_gemma":[0.99319553,0.0000066254397,0.00074082107,0.005776326,0.00009264841,0.000053130163,0.000005303179,0.000005917892,0.00012370669],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99906397,0.0002559198,0.00027491077,0.00009532013,0.00012219835,0.00018765613],"domain_scores_gemma":[0.9991193,0.00052948756,0.00009752957,0.00011775425,0.000105127256,0.000030812833],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0040084887,0.000048439375,0.000083075356,0.00013671261,0.00057597476,0.00010171109,0.00011965266,0.00004089139,0.000024954765],"category_scores_gemma":[0.00092114176,0.000041358275,0.000017934857,0.0005636235,0.000021770886,0.00016668158,0.000051835093,0.0001688217,0.000004188676],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004583836,0.000050413615,0.8493609,0.00068304257,0.000006024133,8.567038e-8,0.08454131,0.001535575,0.00024070716,0.019139525,0.0020283745,0.042368233],"study_design_scores_gemma":[0.001983211,0.00008789226,0.650754,0.005311394,0.000011475723,7.2977645e-7,0.14645691,0.01932035,0.00019106038,0.0018344951,0.17357442,0.00047410003],"about_ca_topic_score_codex":0.0065087164,"about_ca_topic_score_gemma":0.0026299125,"teacher_disagreement_score":0.19860691,"about_ca_system_score_codex":0.000108326254,"about_ca_system_score_gemma":0.00009773984,"threshold_uncertainty_score":0.98392755},"labels":[],"label_agreement":null},{"id":"W2986936776","doi":"10.1093/geroni/igz038.013","title":"AN INTERNATIONAL COMPARISON OF INCOME DISPARITIES BY PROBLEM-SOLVING SKILLS, GENDER, AND AGE","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Intergenerational and Educational Inequality Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Percentile; Demography; Demographic economics; Northern ireland; Geography; Economics; Sociology","score_opus":0.05154490637244643,"score_gpt":0.3911494496675245,"score_spread":0.3396045432950781,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2986936776","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9863368,0.00006940451,0.00031079032,0.0013175353,0.0004417056,0.00010382571,0.000009853446,0.000015156564,0.011394881],"genre_scores_gemma":[0.9978458,0.000023329601,0.0011343193,0.00020893622,0.00011332257,0.000010665541,0.000080345606,0.0000039078445,0.0005793665],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990668,0.00006112545,0.00038003697,0.00012803108,0.0002555929,0.0001083582],"domain_scores_gemma":[0.99946326,0.00008762507,0.000137728,0.000052986066,0.0002446135,0.000013813457],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062471576,0.000055805736,0.00010995812,0.00017347396,0.00012542875,0.00006202254,0.0001126447,0.00003271449,0.00007352432],"category_scores_gemma":[0.00010657915,0.00005829032,0.000009183094,0.0003291748,0.00008324123,0.0004360719,0.000029666176,0.00007579625,0.000002833489],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000020718428,0.000072272174,0.647181,0.00001665959,0.000008457184,6.923177e-8,0.021716446,0.00007442727,0.0013126396,0.32892302,0.0003479539,0.0003450333],"study_design_scores_gemma":[0.00038820037,0.000035731275,0.91263425,0.00013552349,0.0000043252267,4.2803302e-7,0.038148228,0.001056175,0.0012711694,0.034661613,0.011385564,0.00027877232],"about_ca_topic_score_codex":0.00144505,"about_ca_topic_score_gemma":0.0003476665,"teacher_disagreement_score":0.2942614,"about_ca_system_score_codex":0.00007008454,"about_ca_system_score_gemma":0.000046495552,"threshold_uncertainty_score":0.23770101},"labels":[],"label_agreement":null},{"id":"W2986939814","doi":"10.1093/geroni/igz038.025","title":"CONSERVATION OF INTEGRATIVE PHYSIOLOGICAL AGING MECHANISMS ACROSS PRIMATES","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dietary Effects on Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Generalizability theory; Primate; Biology; Evolutionary biology; Organism; Phylogenetic tree; Ecology; Zoology; Physiology; Neuroscience; Psychology; Developmental psychology; Genetics; Gene","score_opus":0.03480065778919454,"score_gpt":0.3619287391799618,"score_spread":0.32712808139076727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2986939814","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9937125,0.000019850646,0.003231985,0.0016029062,0.00017256985,0.00050992455,0.000003437554,0.00005454766,0.0006922906],"genre_scores_gemma":[0.99402815,0.0000057028783,0.0039020877,0.0018361737,0.00002464934,0.000017449187,0.000072315735,0.000010652431,0.00010284546],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99888194,0.000052836796,0.0004964661,0.000198891,0.00017981017,0.00019007355],"domain_scores_gemma":[0.999153,0.00014195537,0.00023533411,0.00015975906,0.00029304784,0.000016898928],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00075047143,0.00010729131,0.00029672007,0.00021153528,0.000025258383,0.00000915475,0.00005531531,0.000060120212,0.000059132868],"category_scores_gemma":[0.00028966652,0.00008428533,0.000024207891,0.0010894083,0.00003931133,0.00016618108,0.000034636647,0.00021497984,0.000023371489],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010588914,0.000113946226,0.25490466,0.0006404158,0.000027675376,0.0000065472555,0.0032812445,0.00008423963,0.68333304,0.05217014,0.00012771919,0.0052044825],"study_design_scores_gemma":[0.0023873313,0.0005844656,0.7784787,0.001489018,0.000011428303,0.000012201561,0.004326712,0.011175245,0.19045177,0.010710676,0.00015164498,0.00022082531],"about_ca_topic_score_codex":0.000115963514,"about_ca_topic_score_gemma":0.0000068658296,"teacher_disagreement_score":0.52357405,"about_ca_system_score_codex":0.00009973725,"about_ca_system_score_gemma":0.00006880774,"threshold_uncertainty_score":0.3437056},"labels":[],"label_agreement":null},{"id":"W2986943348","doi":"10.1093/geroni/igz038.1432","title":"VOICE FIRST TECHNOLOGY: SIMPLIFYING LIFE FOR COMMUNITY-DWELLING OLDER ADULTS LIVING WITH DEMENTIA","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Island Health; University of Victoria","funders":"","keywords":"Dementia; Psychosocial; Quality of life (healthcare); Usability; Gerontology; Social isolation; Independence (probability theory); Psychology; Independent living; Caregiver burden; Social support; Activities of daily living; Aging in place; Qualitative research; Telecare; Medicine; Psychiatry; Nursing; Health care; Telemedicine; Computer science; Social psychology; Disease","score_opus":0.03443226909771092,"score_gpt":0.35351395621459714,"score_spread":0.3190816871168862,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2986943348","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98315555,0.00015817884,0.011629172,0.0023256978,0.000653489,0.000989471,0.000003166656,0.00017889446,0.00090636854],"genre_scores_gemma":[0.9961781,0.000007204919,0.002668224,0.0006504133,0.0001228183,0.00016852675,0.000032482938,0.00003449585,0.00013776099],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985319,0.000106466,0.0006060176,0.00020411615,0.0001324343,0.00041909202],"domain_scores_gemma":[0.9979191,0.0009883685,0.00033752987,0.0003160337,0.00041541265,0.000023596198],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012378041,0.00013406284,0.00021752018,0.0007976325,0.00088902924,0.000020266387,0.00018254579,0.00016790497,0.00006438822],"category_scores_gemma":[0.00040584485,0.00012998155,0.000018424025,0.0019383834,0.000024496081,0.00018642595,0.00008902015,0.0008311897,0.000049184324],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049225593,0.00006274554,0.9663107,0.0011603853,0.00003485206,4.7245524e-7,0.025118077,0.00023355953,0.00015614997,0.0015982686,0.0011591496,0.00411642],"study_design_scores_gemma":[0.0069763614,0.00028713525,0.6188696,0.0232772,0.00008518722,0.0000040731943,0.32037643,0.0043926258,0.00031916966,0.0015668098,0.022879267,0.0009661276],"about_ca_topic_score_codex":0.00038575052,"about_ca_topic_score_gemma":0.0004011162,"teacher_disagreement_score":0.34744108,"about_ca_system_score_codex":0.00012344458,"about_ca_system_score_gemma":0.00012890418,"threshold_uncertainty_score":0.6837784},"labels":[],"label_agreement":null},{"id":"W2986955692","doi":"10.1093/geroni/igz038.2299","title":"EXPLORING THE CAREGIVING CAREER: VARIATIONS IN SPOUSES’ CONCERNS","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Family Support in Illness","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Dyad; Worry; Psychology; Thematic analysis; Identity (music); Developmental psychology; Qualitative research; Psychiatry","score_opus":0.12134677635670257,"score_gpt":0.3269754098849238,"score_spread":0.20562863352822122,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2986955692","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96647245,0.000014226798,0.00036653315,0.0026600398,0.0015236975,0.00028589726,0.0000018765962,0.00006045239,0.02861485],"genre_scores_gemma":[0.9988671,0.000011015742,0.0001070194,0.00037359176,0.00017240133,0.00007562965,0.000005452076,0.000011258534,0.00037655226],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99875915,0.00012163227,0.00035255495,0.00017729092,0.00031840245,0.0002709809],"domain_scores_gemma":[0.9992256,0.00031877976,0.00010971251,0.00019177243,0.00014084941,0.000013270879],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016037662,0.00007046412,0.00009999308,0.00036040472,0.00019106515,0.000090605055,0.00025843337,0.000036707617,0.00009778373],"category_scores_gemma":[0.00044681373,0.000067992485,0.0000145971735,0.0029332945,0.000060698265,0.0006943195,0.000051449188,0.00022171727,0.0000392223],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000010569336,0.000007967366,0.7071092,0.000006856995,0.0000023121038,0.0000028031263,0.08494212,0.0006438264,0.0001515057,0.20312469,0.000071046336,0.003936628],"study_design_scores_gemma":[0.00052350934,0.000006899474,0.77574366,0.00024995956,0.0000034552468,7.7123735e-7,0.16894336,0.000707063,0.000194753,0.0041802246,0.049113374,0.00033298606],"about_ca_topic_score_codex":0.011056628,"about_ca_topic_score_gemma":0.00673403,"teacher_disagreement_score":0.19894446,"about_ca_system_score_codex":0.0003573762,"about_ca_system_score_gemma":0.00019506794,"threshold_uncertainty_score":0.9955288},"labels":[],"label_agreement":null},{"id":"W2986964606","doi":"10.1093/geroni/igz038.453","title":"EXERCISE EFFECTS ON WELL-BEING ON CANADIAN WOMEN OVER THE AGE OF 65","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Regina","funders":"","keywords":"Feeling; Mood; Alertness; Psychology; Clinical psychology; Medicine; Developmental psychology; Psychiatry; Social psychology","score_opus":0.017206386605857885,"score_gpt":0.32878434606427714,"score_spread":0.31157795945841926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2986964606","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86910963,0.000014145203,0.000008425868,0.0008429823,0.00044421534,0.00022268812,6.1137854e-7,0.000013730637,0.12934355],"genre_scores_gemma":[0.99348015,5.6552295e-7,0.0000071507334,0.0017857881,0.000045789766,0.000048536123,0.00000741641,0.000012169813,0.0046124603],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99900305,0.00010632213,0.0002150654,0.00019077159,0.0001410341,0.00034376644],"domain_scores_gemma":[0.99927557,0.0002741607,0.00006431432,0.0003207801,0.00004149014,0.000023716837],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00082444865,0.000080449296,0.00013368226,0.00061204657,0.000055242082,0.0000139613485,0.00016636407,0.00007592826,0.0004871188],"category_scores_gemma":[0.000056595476,0.00006444172,0.000013653616,0.00078293064,0.000035865287,0.000032240587,0.000016905531,0.00033439146,0.00039538008],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023319482,0.000118865006,0.6382989,0.00013958932,0.00007403312,0.00016102867,0.060014103,0.0001346651,0.0012651207,0.2166869,0.007921991,0.07495155],"study_design_scores_gemma":[0.0014251168,0.00018371748,0.9804124,0.0004819155,0.0000032925325,0.00000282378,0.0027910846,0.000097057855,0.0013987686,0.0034093803,0.009596544,0.0001978451],"about_ca_topic_score_codex":0.010120554,"about_ca_topic_score_gemma":0.0015786672,"teacher_disagreement_score":0.3421135,"about_ca_system_score_codex":0.00015330075,"about_ca_system_score_gemma":0.000045547935,"threshold_uncertainty_score":0.99647117},"labels":[],"label_agreement":null},{"id":"W2987015045","doi":"10.1093/geroni/igz038.227","title":"HOW DO MENTAL HEALTH TRANSITIONS SHAPE THE ROLE OF ADULT CHILDREN IN OLDER ADULTS’ SOCIAL NETWORKS?","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Loneliness; Mental health; Social isolation; Embeddedness; Feeling; Perspective (graphical); Psychology; Social network (sociolinguistics); Depression (economics); Social contact; Isolation (microbiology); Developmental psychology; Longitudinal data; Gerontology; Psychiatry; Medicine; Demography; Social psychology; Sociology; Social media","score_opus":0.010116724245402636,"score_gpt":0.29768648240480333,"score_spread":0.28756975815940067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2987015045","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9037758,0.00014919216,0.00004034693,0.09423539,0.0001872216,0.0005003383,0.000009871105,0.000014979978,0.001086853],"genre_scores_gemma":[0.99536574,0.000054736953,0.000037092876,0.0042936057,0.00015357045,0.000017156808,0.000027907434,0.000005853841,0.000044343367],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989071,0.00012820405,0.00033844885,0.000119367614,0.00021293302,0.00029394397],"domain_scores_gemma":[0.9996497,0.000046179888,0.00014381703,0.00006157983,0.00007997686,0.000018736035],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006823377,0.000059306454,0.00013265318,0.00013971185,0.00027594753,0.00005569352,0.000120779405,0.000054197226,0.00006988004],"category_scores_gemma":[0.000032058502,0.000052833944,0.00002412493,0.0011584152,0.00006086239,0.00021547495,0.0000129385,0.00017625857,0.0000016205955],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008772682,0.000042485968,0.67841846,0.000028695877,0.000003828556,7.876082e-8,0.081944905,0.000035139754,0.0000020257964,0.20535246,0.00031187182,0.03385128],"study_design_scores_gemma":[0.00064378884,0.00000769734,0.9202486,0.00022440533,7.306646e-7,2.077229e-7,0.07563454,0.0010118502,0.000004323917,0.0008298757,0.0013124179,0.00008151101],"about_ca_topic_score_codex":0.006077444,"about_ca_topic_score_gemma":0.004999271,"teacher_disagreement_score":0.2418302,"about_ca_system_score_codex":0.00013215585,"about_ca_system_score_gemma":0.00014615744,"threshold_uncertainty_score":0.9187318},"labels":[],"label_agreement":null},{"id":"W2987015904","doi":"10.1093/geroni/igz038.062","title":"CRITICAL PERSPECTIVES ON VOLUNTARISM IN AGING RURAL COMMUNITIES: VOLUNTEER LEADERSHIP BIOGRAPHIES","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Tourism, Volunteerism, and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Guelph; Trent University","funders":"","keywords":"Voluntarism (philosophy); Transformative learning; Qualitative research; Economic growth; Public relations; Sociology; Resource (disambiguation); Political science; Social science; Pedagogy","score_opus":0.046064788684481446,"score_gpt":0.3209922646393891,"score_spread":0.2749274759549077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2987015904","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9801435,0.00038585733,0.00017401164,0.008046842,0.0007134213,0.0002534834,0.0000023283594,0.00011514645,0.0101654325],"genre_scores_gemma":[0.9975192,0.000085710075,0.00032236098,0.0011083152,0.00017192618,0.00002877171,0.000011492857,0.000019225827,0.0007330045],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9980056,0.0002544984,0.0005063584,0.00020061867,0.0004787158,0.00055417826],"domain_scores_gemma":[0.9989751,0.0004327742,0.000094814095,0.00021175545,0.00024735797,0.000038178685],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015248761,0.0001728174,0.00022408756,0.0018454965,0.00029476575,0.00018112332,0.0002919283,0.00013257556,0.00029033134],"category_scores_gemma":[0.00030718633,0.00019303152,0.000051595784,0.0030359623,0.0003792663,0.0005930698,0.00005841917,0.0005849537,0.000065662854],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014789602,0.00007599568,0.39528614,0.000024993178,0.000009191792,0.000004971627,0.5402983,0.00003108033,0.000049337566,0.06253196,0.0008234267,0.000849833],"study_design_scores_gemma":[0.00038691718,0.00002306278,0.17220435,0.00036338164,0.0000020489779,7.059843e-7,0.8192501,0.00010222007,0.00003284503,0.002442261,0.0049511786,0.00024093487],"about_ca_topic_score_codex":0.01725319,"about_ca_topic_score_gemma":0.006511156,"teacher_disagreement_score":0.27895182,"about_ca_system_score_codex":0.0004235879,"about_ca_system_score_gemma":0.00013817697,"threshold_uncertainty_score":0.989291},"labels":[],"label_agreement":null},{"id":"W2987028805","doi":"10.1093/geroni/igz038.2771","title":"WHEN CLOSE TIES LIVE FAR AWAY: PATTERNS AND PREDICTORS OF GEOGRAPHIC NETWORK RANGE AMONG OLDER EUROPEANS","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Outreach; Affect (linguistics); Geography; Demographic economics; Range (aeronautics); Demography; Psychology; Economic growth; Sociology; Economics","score_opus":0.016524173355959675,"score_gpt":0.2792717348305787,"score_spread":0.26274756147461903,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2987028805","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99494326,0.0001284324,0.000069343856,0.0011181809,0.00049287843,0.00024861435,0.000004583938,0.000030736923,0.0029639886],"genre_scores_gemma":[0.99817973,0.0001826428,0.000050204922,0.0010234263,0.00018743028,0.0000068752406,0.0000055661326,0.000008607407,0.00035551158],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99896395,0.00012011022,0.00034080353,0.00013278681,0.00018919702,0.00025316258],"domain_scores_gemma":[0.99953103,0.000106138104,0.00014676357,0.00008977079,0.00009676916,0.000029518995],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009840137,0.00006622223,0.00013920391,0.00017734103,0.00011695467,0.000040165633,0.00008898533,0.0000516433,0.0001203762],"category_scores_gemma":[0.00007124061,0.00006601032,0.000016816368,0.00047036784,0.00009787503,0.0002295583,0.000037448997,0.00012233977,0.0000039527135],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000018397193,0.00000623805,0.97046435,0.00008634424,0.0000058093465,6.5418254e-7,0.017818183,0.000015499205,7.5315916e-7,0.010631598,0.00019359976,0.0007751295],"study_design_scores_gemma":[0.00020838938,0.0000072140724,0.98838,0.0002239113,0.0000027370359,7.176039e-8,0.0053590406,0.000046711943,0.000001404113,0.00056719023,0.005134193,0.00006911317],"about_ca_topic_score_codex":0.009835433,"about_ca_topic_score_gemma":0.0036407514,"teacher_disagreement_score":0.01791567,"about_ca_system_score_codex":0.00002453805,"about_ca_system_score_gemma":0.00003981675,"threshold_uncertainty_score":0.99675816},"labels":[],"label_agreement":null},{"id":"W2987043688","doi":"10.1093/geroni/igz038.067","title":"CROSS-SECTIONAL ASSOCIATION OF FALLS AND POST-TRAUMATIC STRESS IN CANADIANS ACROSS LEVELS OF FRAILTY","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Nova Scotia Health Authority; Lakehead University; Dalhousie University","funders":"","keywords":"Traumatic stress; Medicine; Stressor; Logistic regression; Odds ratio; Cross-sectional study; Demography; Cohort; Gerontology; Odds; Cohort study; Poison control; Injury prevention; Occupational safety and health; Internal medicine; Psychiatry; Environmental health","score_opus":0.033449602190865735,"score_gpt":0.33653604282390875,"score_spread":0.303086440633043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2987043688","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9983255,0.000014523911,0.000048970607,0.0005182212,0.00015544155,0.0002703494,0.00015495747,0.000008893903,0.00050311506],"genre_scores_gemma":[0.9986861,0.0000013101028,0.0002380274,0.00019490333,0.000022213124,0.0000062488566,0.000052142957,0.000009597931,0.00078949856],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99868435,0.00002477585,0.00068376196,0.0001517277,0.0002811436,0.00017426875],"domain_scores_gemma":[0.9989135,0.00015703183,0.0003175667,0.00012452366,0.00046858675,0.000018789755],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000647636,0.00007593489,0.00021493476,0.00037606026,0.000015708545,0.000014916506,0.000050451006,0.00010493539,0.00009066146],"category_scores_gemma":[0.00060660724,0.00008455217,0.000015660276,0.0008652956,0.000034605546,0.00017336001,0.00002051219,0.00018822253,0.000002987252],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001367603,0.000044484816,0.96110505,0.0002844564,0.000015459047,0.0000016051648,0.0059927907,0.00025413444,0.030478096,0.00028606717,0.000008249526,0.0015159113],"study_design_scores_gemma":[0.0015528954,0.000041283758,0.99117386,0.00038248155,0.0000021948617,0.000003838992,0.0013540047,0.0004506508,0.0048698736,0.00008470587,0.000018753088,0.00006545239],"about_ca_topic_score_codex":0.010508544,"about_ca_topic_score_gemma":0.011276238,"teacher_disagreement_score":0.030068794,"about_ca_system_score_codex":0.0003234632,"about_ca_system_score_gemma":0.00012686221,"threshold_uncertainty_score":0.9960806},"labels":[],"label_agreement":null},{"id":"W2987073561","doi":"10.1093/geroni/igz038.3343","title":"INFLAMMATORY DIET PATTERN AND COGNITIVE FUNCTION IN 5 EUROPEAN COUNTRIES OVER 3-YEARS FOLLOW-UP","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Medicine; Calorie; Cognition; Cognitive decline; Gerontology; Demography; Internal medicine; Disease; Cognitive impairment; Dementia","score_opus":0.013127177200728396,"score_gpt":0.2550580768291534,"score_spread":0.24193089962842498,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2987073561","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9960109,0.00017493278,0.00007774523,0.00042695203,0.00021009639,0.00019900898,0.000005216594,0.000018869378,0.0028762592],"genre_scores_gemma":[0.9979306,0.000036939196,0.000009524058,0.0017493959,0.00008505291,0.0000093089875,0.000047637346,0.000010522301,0.00012102962],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99935955,0.000022171098,0.00024329408,0.00013891472,0.00013094679,0.00010512773],"domain_scores_gemma":[0.999723,0.000051154457,0.000061563725,0.000046009187,0.00010703813,0.00001122322],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002865653,0.00006591953,0.000112464026,0.00023017397,0.000023185003,0.000015915566,0.000013768498,0.000023598852,0.00006370547],"category_scores_gemma":[0.000053091735,0.000068372494,0.000010159952,0.00034728216,0.00002653077,0.000111523295,0.00003241405,0.00011782545,0.000034232657],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002429172,0.000019873652,0.9941819,0.00007773438,0.000016090446,0.000021451475,0.00041532412,0.0000010408153,0.0004665136,0.00076072686,0.000380263,0.0034162127],"study_design_scores_gemma":[0.003340944,0.00008509399,0.9894746,0.00045737292,0.000008832905,0.0000023410994,0.0007145915,0.0000290354,0.00003969401,0.00022967072,0.0055444096,0.00007339858],"about_ca_topic_score_codex":0.000051256717,"about_ca_topic_score_gemma":0.000043205022,"teacher_disagreement_score":0.0051641464,"about_ca_system_score_codex":0.000036922007,"about_ca_system_score_gemma":0.000013252343,"threshold_uncertainty_score":0.2788149},"labels":[],"label_agreement":null},{"id":"W2987118764","doi":"10.1093/geroni/igz038.3028","title":"FACTORS ASSOCIATED WITH MORTALITY AMONG LONG-TERM CARE RESIDENTS TRANSITIONING TO AND FROM EMERGENCY DEPARTMENTS","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Alberta Health Services; University of British Columbia, Okanagan Campus; Kelowna General Hospital; University of British Columbia; University of Alberta","funders":"","keywords":"Triage; Psychological intervention; Long-term care; Demographics; Context (archaeology); Medicine; Gerontology; Cause of death; Demography; Psychology; Medical emergency; Nursing; Internal medicine; Geography; Disease","score_opus":0.03545608303891353,"score_gpt":0.324477112912166,"score_spread":0.2890210298732525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2987118764","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9984821,0.00015333985,0.00011537703,0.00009149321,0.00023001414,0.000346145,0.000025641677,0.000037172897,0.0005186981],"genre_scores_gemma":[0.99928725,0.000017550963,0.000020853775,0.00010774299,0.000028709714,0.00001539395,0.00044952345,0.000012638217,0.000060318005],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990705,0.000020646405,0.00032018244,0.00022943394,0.00021099405,0.00014823556],"domain_scores_gemma":[0.99953127,0.000016107602,0.00008908271,0.000109400135,0.00022598803,0.00002814851],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008997908,0.00011674499,0.00018748725,0.00017864486,0.00006945177,0.000009890449,0.000031104733,0.00004204572,0.00008991553],"category_scores_gemma":[0.000065500266,0.00010076515,0.000016261434,0.000722261,0.00001543145,0.00015527505,0.00002012779,0.00010964786,0.000001936887],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010635348,0.000017545182,0.99300826,0.000044704215,0.000105032406,0.000007947145,0.0054283245,0.000010336182,0.0011625926,0.000015907184,0.00004635022,0.00014234135],"study_design_scores_gemma":[0.0005942438,0.0000421239,0.9955344,0.0003917015,0.00004084748,1.1907525e-7,0.001862252,0.000006391143,0.0013871226,0.000025916814,0.0000030695626,0.0001118084],"about_ca_topic_score_codex":0.0002980132,"about_ca_topic_score_gemma":0.0011854495,"teacher_disagreement_score":0.0035660723,"about_ca_system_score_codex":0.000082142615,"about_ca_system_score_gemma":0.000016618033,"threshold_uncertainty_score":0.41090837},"labels":[],"label_agreement":null},{"id":"W2987156001","doi":"10.1093/geroni/igz038.018","title":"THE POWER OF LOOKING AHEAD? A FIXED-EFFECTS MODEL OF FUTURE ASPIRATIONS OVER THE LIFE COURSE AND INCOME","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Psychological and Temporal Perspectives Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Life course approach; Disadvantage; Futures contract; Face (sociological concept); Economics; Quality of life (healthcare); Resource (disambiguation); Power (physics); Psychology; Demographic economics; Sociology; Social psychology; Political science; Computer science; Social science","score_opus":0.03849262382841768,"score_gpt":0.37115403038019756,"score_spread":0.3326614065517799,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2987156001","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98507756,0.00045034886,0.00039362756,0.002694277,0.0002399597,0.00030560448,0.0000037010107,0.000009404434,0.010825499],"genre_scores_gemma":[0.9991832,0.0000065531644,0.000045685014,0.00037541936,0.000042675212,0.000022686547,0.0000014813869,0.0000062182,0.00031608905],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.999118,0.000102850376,0.00030573842,0.00015375667,0.00017554764,0.0001441575],"domain_scores_gemma":[0.9991297,0.00030476844,0.00015603956,0.0002548892,0.00014052044,0.000014058534],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006629533,0.0000687236,0.0001179091,0.00012619987,0.00007121606,0.00001832361,0.00015480402,0.00006409866,0.00009368398],"category_scores_gemma":[0.00009641144,0.00003920175,0.000021092876,0.00082054175,0.00013794481,0.00007732102,0.000054082866,0.00027299798,0.0000067666556],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009724821,0.0001807733,0.34475183,0.000040188388,0.000087571476,0.0000017508622,0.0075293477,0.0003726602,0.008267695,0.63269013,0.000782416,0.0051983967],"study_design_scores_gemma":[0.00080825394,0.00010069574,0.9799299,0.000054501717,0.000005080243,0.0000013303543,0.0025983516,0.0029910908,0.000120671524,0.012802768,0.00050494686,0.00008238247],"about_ca_topic_score_codex":0.000042224256,"about_ca_topic_score_gemma":0.000009622268,"teacher_disagreement_score":0.6351781,"about_ca_system_score_codex":0.000011815703,"about_ca_system_score_gemma":0.000029166515,"threshold_uncertainty_score":0.1598601},"labels":[],"label_agreement":null},{"id":"W2987178212","doi":"10.1093/geroni/igz038.1732","title":"OLDER ADULTS’ PERSPECTIVES OF COGNITIVE HEALTH PROMOTION AND ACTIVITIES TO AMELIORATE COGNITIVE DECLINE","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health, psychology, and well-being","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Saskatchewan; University of Alberta; University of Regina","funders":"","keywords":"Health promotion; Thematic analysis; Cognition; Cognitive decline; Psychology; Gerontology; Citizen journalism; Dementia; Medicine; Public health; Qualitative research; Nursing; Sociology; Psychiatry; Political science; Social science","score_opus":0.04442560877841174,"score_gpt":0.44422607819308557,"score_spread":0.39980046941467384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2987178212","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9850354,0.00010208678,0.0029617155,0.0066166166,0.00036874038,0.0019294976,0.000022421826,0.00004701147,0.0029164723],"genre_scores_gemma":[0.99559176,0.00006932343,0.00024668482,0.003585129,0.0001281639,0.00012247494,0.000039086117,0.000022265855,0.00019511562],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99773026,0.0005371835,0.0007935907,0.00037846362,0.00016882476,0.0003917058],"domain_scores_gemma":[0.997969,0.00078723836,0.0004769606,0.00010273872,0.00060443685,0.000059664046],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017835932,0.0001365159,0.00032345465,0.00074069167,0.00021668882,0.000007902141,0.000050942177,0.00012793906,0.000115070325],"category_scores_gemma":[0.0005745716,0.00013907619,0.000014116028,0.0012841035,0.000068822825,0.00024456505,0.00006196141,0.00057121174,0.000043197433],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034767584,0.00026691274,0.5437661,0.00095687975,0.000022325417,0.0000017059657,0.34636122,0.0000021844833,0.00044070656,0.0060561835,0.00008108576,0.101697065],"study_design_scores_gemma":[0.0023836037,0.00032244524,0.7210747,0.005518327,0.0000036898348,0.0000013241057,0.26934612,0.00008415551,0.00023430372,0.0008447778,0.000043197,0.0001433454],"about_ca_topic_score_codex":0.0004215899,"about_ca_topic_score_gemma":0.0001608875,"teacher_disagreement_score":0.17730865,"about_ca_system_score_codex":0.00013658464,"about_ca_system_score_gemma":0.00029581223,"threshold_uncertainty_score":0.5671362},"labels":[],"label_agreement":null},{"id":"W2987257583","doi":"10.1093/geroni/igz038.2475","title":"PREVALENCE AND CORRELATES OF SYMPTOMS OF ANXIETY AND DEPRESSION AT THE VERY END OF LIFE","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Anxiety; Depression (economics); Quality of life (healthcare); Medicine; Distress; Psychological distress; Psychiatry; Clinical psychology; Nursing","score_opus":0.03752285053581626,"score_gpt":0.34056288646689564,"score_spread":0.30304003593107937,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2987257583","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99598265,0.0032074763,0.00004007491,0.00005993092,0.000052308784,0.00011234357,0.000004345174,0.0000026118944,0.0005382794],"genre_scores_gemma":[0.99909014,0.00066670566,0.00011240526,0.00003985539,0.000009508402,0.000001541605,0.0000042834877,0.0000032434357,0.00007235044],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994509,0.00001712287,0.00029552015,0.00007697451,0.000115303155,0.000044179385],"domain_scores_gemma":[0.9993416,0.00016842787,0.0002219347,0.000099305864,0.00016093436,0.000007769188],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023410511,0.000042663105,0.00015252322,0.000094832874,0.000007550588,9.834503e-7,0.000026192662,0.00003195692,0.000020814503],"category_scores_gemma":[0.00025505884,0.000030043859,0.000009494621,0.00026981332,0.000091382964,0.000051201572,0.000042347074,0.000054224376,2.3423577e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004675595,0.000011321661,0.94561243,0.0005928552,0.000012995073,1.07858284e-7,0.001939214,0.00001353003,0.04719158,0.00019873807,0.000020996498,0.004359504],"study_design_scores_gemma":[0.00062812626,0.00004401673,0.8954787,0.0021622118,0.000014541855,0.0000014052505,0.00047225406,0.0003632773,0.10062475,0.00006664449,0.00011422176,0.000029817304],"about_ca_topic_score_codex":0.000034815945,"about_ca_topic_score_gemma":0.0000014080932,"teacher_disagreement_score":0.053433165,"about_ca_system_score_codex":0.000008785051,"about_ca_system_score_gemma":0.000020947879,"threshold_uncertainty_score":0.1225153},"labels":[],"label_agreement":null},{"id":"W2987270259","doi":"10.1093/geroni/igz038.2524","title":"UNDERSTANDING AGING AND FRAILTY WITH A PREDICTIVE NETWORK MODEL","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"National Health and Nutrition Examination Survey; Gerontology; Health and Retirement Study; Psychology; Set (abstract data type); Medicine; Computer science; Environmental health; Population","score_opus":0.07182836498248354,"score_gpt":0.29554793323559825,"score_spread":0.2237195682531147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2987270259","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80739194,0.00004455091,0.17793868,0.0021007457,0.00010169557,0.00043447933,0.0000018944604,0.00009277377,0.011893238],"genre_scores_gemma":[0.9928042,0.0000058185774,0.0055180616,0.0009682743,0.000086815686,0.000013737902,0.000018418641,0.000023999357,0.00056063867],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989751,0.00001460842,0.0002798148,0.0002602938,0.0002268514,0.00024332704],"domain_scores_gemma":[0.9995281,0.00006827365,0.000102631064,0.00017009885,0.00010106395,0.00002981976],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031427748,0.000118940035,0.0001826392,0.00029463405,0.000052176874,0.000030231273,0.0000395551,0.000055362154,0.000019282343],"category_scores_gemma":[0.00004594,0.000108450295,0.0000092401715,0.0011250959,0.000046459645,0.00023509644,0.000037717913,0.0002844274,0.0000047594144],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015570023,0.000033464697,0.89224756,0.0001904783,0.00005978337,0.000022418571,0.004229811,0.07254126,0.0018454338,0.02660792,0.0007777762,0.001288397],"study_design_scores_gemma":[0.0056289434,0.00023392652,0.12498613,0.0030981577,0.00003851482,0.00009269494,0.0028867489,0.84642315,0.00038437734,0.0155941965,0.00026205278,0.00037108682],"about_ca_topic_score_codex":0.000020264282,"about_ca_topic_score_gemma":0.000014089012,"teacher_disagreement_score":0.7738819,"about_ca_system_score_codex":0.0002559478,"about_ca_system_score_gemma":0.00007585829,"threshold_uncertainty_score":0.44224748},"labels":[],"label_agreement":null},{"id":"W2987274256","doi":"10.1093/geroni/igz038.1707","title":"PLANNING FOR FUTURE CARE NEEDS: THE IMPORTANCE OF PERCEIVED NEED","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Perception; Sample (material); Multilevel model; Psychology; Variance (accounting); Financial plan; Explained variation; Health care; Actuarial science; Social psychology; Business; Finance; Economics; Computer science; Economic growth","score_opus":0.014911186155300932,"score_gpt":0.30313709063376565,"score_spread":0.28822590447846475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2987274256","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98989034,0.00009112329,0.0005154538,0.0016871927,0.0006316833,0.0002208156,0.0000040447644,0.000010723964,0.006948615],"genre_scores_gemma":[0.9985215,0.0000033598747,0.00026202668,0.0005427835,0.00029966325,0.000017242484,0.000024163723,0.0000053760905,0.00032388984],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9994282,0.000023964032,0.0002152666,0.00007427638,0.00014926773,0.00010899696],"domain_scores_gemma":[0.9994196,0.000066124005,0.00011568345,0.00007280488,0.000320311,0.0000054498205],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041872473,0.00004284334,0.00006564049,0.0001394058,0.00014256912,0.000030336576,0.0001189339,0.00003850624,0.000015717018],"category_scores_gemma":[0.00006296764,0.00003628831,0.00002209544,0.0007045403,0.000024979881,0.00010609104,0.0000120892655,0.00006952475,8.3913073e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000049193745,0.0000030116587,0.42525095,0.00002107277,0.0000045710876,1.4213693e-7,0.115162104,0.00159114,0.0024845237,0.45467544,0.00018409811,0.0006180337],"study_design_scores_gemma":[0.0003355115,0.000017331015,0.18135527,0.00014109333,0.0000034980362,2.1521375e-7,0.79145837,0.0050363694,0.00007895531,0.0028140876,0.018614074,0.00014522416],"about_ca_topic_score_codex":0.000108050095,"about_ca_topic_score_gemma":0.00021469984,"teacher_disagreement_score":0.6762963,"about_ca_system_score_codex":0.00007676726,"about_ca_system_score_gemma":0.00008507679,"threshold_uncertainty_score":0.14797944},"labels":[],"label_agreement":null},{"id":"W2987279462","doi":"10.1093/geroni/igz038.2843","title":"IMPACT OF THE BE EPIC: A PERSON-CENTERED COMMUNICATION INTERVENTION FOR HOME CARE WORKERS","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Helpfulness; EPIC; Intervention (counseling); Feeling; Dementia; Psychology; Medicine; Clinical psychology; Nursing; Social psychology; Internal medicine; Disease","score_opus":0.2506103975471404,"score_gpt":0.46382488916193665,"score_spread":0.21321449161479628,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2987279462","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9917602,0.0005372306,0.00018839429,0.0032667406,0.00060016895,0.002532901,0.0000535544,0.000045327928,0.001015473],"genre_scores_gemma":[0.9979024,0.000009444108,0.0007847612,0.00034034517,0.000025801215,0.00044875813,0.0002568039,0.000025546708,0.00020615422],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975862,0.00071720994,0.0010283099,0.00018935344,0.0001987017,0.00028025746],"domain_scores_gemma":[0.996316,0.0005415765,0.0010435772,0.0010853445,0.0009918595,0.000021601492],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005776963,0.00012385352,0.0002173469,0.00036648125,0.0003393684,0.000010363253,0.000556898,0.0001336478,0.0001160128],"category_scores_gemma":[0.000405476,0.00010274004,0.00012382872,0.0012613853,0.000049362312,0.00024996075,0.0001978538,0.00055171666,0.00001056097],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006990197,0.000037428978,0.9567304,0.00054023834,0.00001782511,1.6594553e-8,0.03662148,0.00008635436,0.00028651336,0.0022410476,0.0004962761,0.0028724764],"study_design_scores_gemma":[0.0030534493,0.00009367818,0.896673,0.0028343184,0.000008911465,3.364281e-7,0.09381703,0.0013877627,0.00007544685,0.0007376279,0.0011652844,0.00015311266],"about_ca_topic_score_codex":0.0017775563,"about_ca_topic_score_gemma":0.00034839904,"teacher_disagreement_score":0.060057405,"about_ca_system_score_codex":0.00089888513,"about_ca_system_score_gemma":0.0002796254,"threshold_uncertainty_score":0.41896173},"labels":[],"label_agreement":null},{"id":"W2987297661","doi":"10.1093/geroni/igz038.322","title":"THE ROLE OF PERCEIVED SOCIAL SUPPORT AND PRUDENT DIET INTAKE ON ALLOSTATIC LOAD AMONG OLDER ADULTS","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Allostatic load; Medicine; Social support; Moderation; Chronic stress; Gerontology; Environmental health; Demography; Psychology; Endocrinology; Social psychology","score_opus":0.009456581785047938,"score_gpt":0.27012008368421747,"score_spread":0.26066350189916954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2987297661","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99334353,0.00004923993,0.0000015108102,0.0019044492,0.00006054339,0.00027075163,0.0000032820283,0.000007696232,0.0043589757],"genre_scores_gemma":[0.9992646,0.000029055509,0.00002967129,0.00042455617,0.00005272773,0.000017326063,0.000019325424,0.00000588014,0.00015686298],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993155,0.0000105550025,0.0002527718,0.00010378669,0.00021794981,0.00009940928],"domain_scores_gemma":[0.9996087,0.000058888778,0.00008719903,0.00005596222,0.00017959253,0.000009652471],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019851055,0.000057478395,0.000113984766,0.000063208594,0.000063200976,0.000009415537,0.000026371057,0.000024629795,0.0000311736],"category_scores_gemma":[0.000048311776,0.000042682335,0.000015067983,0.00021889847,0.000048321584,0.0000352609,0.00002466964,0.00009446161,0.000005720143],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042901773,0.00013298377,0.9760613,0.00012798703,0.000035803427,0.0000033084161,0.0055874595,0.00000140483,0.0020992593,0.007654095,0.00079979294,0.007067611],"study_design_scores_gemma":[0.0014276215,0.00014614986,0.9895607,0.00024494453,0.000005549099,0.0000010717598,0.0058573987,0.000061513856,0.00021636719,0.0005402558,0.0018924079,0.00004600103],"about_ca_topic_score_codex":0.000066220506,"about_ca_topic_score_gemma":0.000029021336,"teacher_disagreement_score":0.0134994425,"about_ca_system_score_codex":0.000056497243,"about_ca_system_score_gemma":0.000022866527,"threshold_uncertainty_score":0.1740535},"labels":[],"label_agreement":null},{"id":"W2987318981","doi":"10.1093/geroni/igz038.3361","title":"MULTIMORBIDITY RESILIENCE IN COMMUNITY-RESIDING OLDER ADULTS: MEASUREMENT AND HEALTH OUTCOMES","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychological resilience; Context (archaeology); Medicine; Gerontology; Mental health; Quality of life (healthcare); Logistic regression; Resilience (materials science); Index (typography); Demography; Psychology; Psychiatry; Geography","score_opus":0.09308447550086549,"score_gpt":0.37786837629898684,"score_spread":0.2847839007981213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2987318981","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99279934,0.00014565885,0.00014454089,0.0042367815,0.00010187642,0.00064137613,8.1621965e-7,0.000041644726,0.0018879368],"genre_scores_gemma":[0.99827474,0.000020747962,0.00024113293,0.0013494345,0.000011762454,0.000020400468,0.000014672946,0.000008759262,0.000058325713],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99879557,0.000086738604,0.00044023152,0.00016979821,0.0003112752,0.00019638223],"domain_scores_gemma":[0.9994621,0.00004587818,0.00012066796,0.00025387976,0.000093194794,0.0000242459],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001976444,0.00009730638,0.0002029501,0.00049021957,0.000056254215,0.000026993788,0.00006948386,0.000023381052,0.0000378968],"category_scores_gemma":[0.00017145375,0.00009578216,0.000010758708,0.0007907648,0.000028361605,0.0001816216,0.00007548266,0.00029306926,0.000006895395],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019603602,0.00012449097,0.98896533,0.0007082093,0.000007635885,0.0000042616484,0.002077902,0.00007838728,0.00012709666,0.0019008075,0.00016057004,0.0058257193],"study_design_scores_gemma":[0.0026856922,0.00003030148,0.9878901,0.0017798197,0.000002531615,9.0424714e-7,0.006171788,0.0010367682,0.00007522171,0.00015865824,0.00008667871,0.00008153081],"about_ca_topic_score_codex":0.0019455986,"about_ca_topic_score_gemma":0.0005679595,"teacher_disagreement_score":0.005744188,"about_ca_system_score_codex":0.00044882763,"about_ca_system_score_gemma":0.0001198642,"threshold_uncertainty_score":0.3905883},"labels":[],"label_agreement":null},{"id":"W2987385717","doi":"10.1093/geroni/igz038.1563","title":"CUMULATIVE DIS/ADVANTAGE IN HEALTH AS AN INTERGENERATIONAL PROCESS","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Life course approach; Inequality; Health equity; Process (computing); Mechanism (biology); Psychology; Demographic economics; Developmental psychology; Economics; Economic growth; Health care; Computer science","score_opus":0.04241536719826013,"score_gpt":0.4426560207373206,"score_spread":0.40024065353906046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2987385717","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97647876,0.000019029243,0.00021524305,0.014164324,0.00037259082,0.0002683538,0.0000020394793,0.000024428822,0.008455206],"genre_scores_gemma":[0.9928901,0.000011359639,0.00018252559,0.0059853643,0.00010645189,0.000017435372,0.000026674032,0.000005516916,0.0007745774],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99878174,0.00012918662,0.0004459326,0.00015554605,0.00023011089,0.0002574976],"domain_scores_gemma":[0.999615,0.00006783953,0.00012418245,0.00006231908,0.00009430057,0.000036359936],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014118486,0.00005458676,0.000109539345,0.00027000761,0.00012391877,0.000046303,0.000091405745,0.000036476034,0.00026906293],"category_scores_gemma":[0.00019947358,0.0000580596,0.0000074708973,0.0010892146,0.000026808088,0.00058009004,0.0000121273415,0.00013400611,0.000021530677],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000044294366,0.000023597866,0.5626152,0.00005163821,6.325694e-7,6.2877365e-7,0.025263693,0.00040827075,0.000005200649,0.4097959,0.00003440953,0.0017963485],"study_design_scores_gemma":[0.0012710323,0.000070948685,0.7936583,0.00062651426,5.914045e-7,7.787747e-7,0.101528384,0.0063848873,0.00010121608,0.061739642,0.03421953,0.00039814413],"about_ca_topic_score_codex":0.0068333396,"about_ca_topic_score_gemma":0.009516083,"teacher_disagreement_score":0.3480563,"about_ca_system_score_codex":0.0002773287,"about_ca_system_score_gemma":0.0004964187,"threshold_uncertainty_score":0.99978024},"labels":[],"label_agreement":null},{"id":"W2987410714","doi":"10.1093/geroni/igz038.2569","title":"THE NATURE OF PEER WORKPLACE INCIVILITY AND BULLYING AMONG RESIDENTIAL CARE AIDES IN LONG-TERM CARE","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Workplace Violence and Bullying","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University; University of British Columbia","funders":"","keywords":"Incivility; Staffing; Psychology; Workplace bullying; Nursing; Workload; Aggression; Social psychology; Medicine","score_opus":0.008971866297293553,"score_gpt":0.3059846801012969,"score_spread":0.29701281380400335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2987410714","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9950185,0.0010671028,0.000012499755,0.00068935467,0.00033125942,0.0003079159,0.000001233621,0.000018478455,0.0025536458],"genre_scores_gemma":[0.99951863,0.00006324203,0.000037848455,0.000052284344,0.00007913074,0.000010850264,0.000007545612,0.000006647239,0.00022383027],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99865884,0.00013058333,0.00035132156,0.00020753077,0.00041202697,0.00023967303],"domain_scores_gemma":[0.99907917,0.00020992887,0.00016698298,0.00014714595,0.00038194543,0.000014823517],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001439591,0.000082818675,0.00012444,0.00024892986,0.000278716,0.00012676428,0.00019443239,0.00015640457,0.000020105032],"category_scores_gemma":[0.00042203098,0.000072859555,0.000017086028,0.0014614288,0.00016702844,0.000342075,0.000079636426,0.0004343276,0.000001917722],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001366993,0.0000034264096,0.9583549,0.00007589268,0.0000021570404,0.0000024986048,0.035893865,0.00005311994,0.00019045002,0.0016809803,0.000017099004,0.0037119477],"study_design_scores_gemma":[0.00022778641,0.000005397995,0.88269687,0.000781477,0.0000020712405,1.870861e-7,0.11532555,0.000011140499,0.0003932252,0.00024518967,0.00022000079,0.00009109694],"about_ca_topic_score_codex":0.0018293207,"about_ca_topic_score_gemma":0.017608162,"teacher_disagreement_score":0.07943168,"about_ca_system_score_codex":0.00015907342,"about_ca_system_score_gemma":0.00012336203,"threshold_uncertainty_score":0.9825768},"labels":[],"label_agreement":null},{"id":"W2987487289","doi":"10.1093/geroni/igz038.1980","title":"DEPRESSION AMONG OLDER CANADIAN REFUGEES: THE PROTECTIVE ROLE OF SOCIAL SUPPORT","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Kwantlen Polytechnic University; MacEwan University; University of Victoria; University of Toronto","funders":"Directorate for Biological Sciences","keywords":"Refugee; Odds; Depression (economics); Medicine; Odds ratio; Psychological intervention; Social support; Vulnerability (computing); Demography; Social isolation; Psychiatry; Gerontology; Psychology; Logistic regression; Internal medicine; Political science; Sociology; Social psychology","score_opus":0.0121606259202058,"score_gpt":0.31814963601319135,"score_spread":0.30598901009298557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2987487289","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9742278,0.000014338169,0.0000695411,0.00060915167,0.00022028931,0.0005269589,0.0000049014056,0.000013089775,0.02431396],"genre_scores_gemma":[0.99872375,1.1246298e-7,0.000018098453,0.00041643518,0.0000684285,0.0000870912,0.00002307303,0.000008884895,0.00065413717],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991556,0.00007046849,0.00033045502,0.00014478769,0.000103217826,0.00019550702],"domain_scores_gemma":[0.9995207,0.000022692624,0.00016678633,0.00013771773,0.00013162078,0.000020460544],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048036056,0.0000590567,0.000084821164,0.0003051969,0.00009184783,0.0000092336395,0.000086895714,0.000082945255,0.00087500096],"category_scores_gemma":[0.000025185167,0.000048689562,0.000013003838,0.00075367035,0.000025706895,0.000086123575,0.000008050455,0.0001932424,0.000056226483],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001545292,0.000022950982,0.9034472,0.000022228933,0.00000996804,9.620135e-7,0.054348692,0.000008229146,0.0004108793,0.029869767,0.0014366246,0.010407027],"study_design_scores_gemma":[0.0003429566,0.000012918917,0.9871329,0.000023539282,0.0000015602532,0.0000011874334,0.004884218,0.000044006567,0.00043359675,0.001267307,0.0058009126,0.000054896907],"about_ca_topic_score_codex":0.04879293,"about_ca_topic_score_gemma":0.05715791,"teacher_disagreement_score":0.08368568,"about_ca_system_score_codex":0.00007220064,"about_ca_system_score_gemma":0.00015552774,"threshold_uncertainty_score":0.96004647},"labels":[],"label_agreement":null},{"id":"W2987511913","doi":"10.1093/geroni/igz038.477","title":"AFFECT MODERATES THE ASSOCIATION BETWEEN SOCIAL SUPPORT AND RETIREMENT SATISFACTION OVER TIME","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Affect (linguistics); Psychology; Life satisfaction; Social support; Association (psychology); Structural equation modeling; Health and Retirement Study; Social psychology; Gerontology; Medicine","score_opus":0.09969313551010209,"score_gpt":0.3972856520972862,"score_spread":0.2975925165871841,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2987511913","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98436826,0.0000040302557,0.00002594157,0.0050823474,0.00019265564,0.0004174248,0.00000291108,0.000036158333,0.009870253],"genre_scores_gemma":[0.9984261,0.0000072143366,0.000013909434,0.0002728614,0.00022349332,0.000019849522,0.000017174,0.0000063089806,0.0010130807],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986847,0.00019867149,0.0002875252,0.00017185611,0.00045111612,0.0002061357],"domain_scores_gemma":[0.9994821,0.00015337265,0.00018406996,0.00007163226,0.00009558003,0.000013241266],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025499584,0.00007280291,0.0001100522,0.00008825147,0.0003403813,0.00013825102,0.000060517566,0.00007378984,0.0002444409],"category_scores_gemma":[0.00013467531,0.00006463663,0.000019013147,0.0005181412,0.00004778137,0.00027316634,0.000028341796,0.00011676214,0.000043893604],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000288604,0.000008487699,0.977494,0.000008960255,0.000013573919,5.2576645e-8,0.009862083,0.0000071413697,0.00053348055,0.0072547505,0.000774994,0.004039567],"study_design_scores_gemma":[0.00023571194,0.000015173403,0.9930787,0.000013400405,0.000008250084,1.8727887e-8,0.0010998045,0.00008822502,0.00014663818,0.0031184722,0.0021094559,0.0000861241],"about_ca_topic_score_codex":0.0013876704,"about_ca_topic_score_gemma":0.00041869408,"teacher_disagreement_score":0.015584703,"about_ca_system_score_codex":0.0006232783,"about_ca_system_score_gemma":0.000055493365,"threshold_uncertainty_score":0.26764563},"labels":[],"label_agreement":null},{"id":"W2987513577","doi":"10.1093/geroni/igz038.3477","title":"KEY DIMENSIONS OF OASIS, AN OLDER-ADULT DRIVEN MODEL OF AGING-IN-PLACE IN CANADA","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Queen's University","funders":"","keywords":"Thematic analysis; Aging in place; Apartment; Citizen journalism; Active living; Participatory action research; Active ageing; Independent living; Psychology; Feeling; Key (lock); Public relations; Medical education; Gerontology; Sociology; Qualitative research; Political science; Older people; Physical activity; Medicine; Social psychology; Computer science; Social science","score_opus":0.017529603717924478,"score_gpt":0.27722988862078607,"score_spread":0.25970028490286157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2987513577","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9975497,0.000033174954,0.00015895317,0.0008545192,0.0001281121,0.00017130769,0.0000040717937,0.000008443935,0.001091729],"genre_scores_gemma":[0.9991617,0.00005118834,0.00043881126,0.00013103045,0.000019390618,0.00000704365,0.000006237296,0.0000057438347,0.00017881257],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99881476,0.00007370399,0.00048014842,0.00015896073,0.00028721715,0.00018518553],"domain_scores_gemma":[0.99933034,0.00007481272,0.00020933748,0.00012008603,0.00024951916,0.000015916023],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051348784,0.000071380586,0.0001796227,0.00037695296,0.00005836024,0.000008187987,0.000120754186,0.000032460055,0.000014591034],"category_scores_gemma":[0.000113572365,0.00007184202,0.0000106846355,0.0013299348,0.000040298422,0.00022780667,0.00002537708,0.00010519062,6.5772167e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000021128142,0.000033695673,0.7837636,0.000026457126,0.000003627275,8.606281e-7,0.17519315,0.017280279,0.0007360726,0.022487978,0.00021968731,0.0002524899],"study_design_scores_gemma":[0.0016543465,0.000025869762,0.83995235,0.00074488163,0.000008254789,2.482157e-7,0.044926997,0.10161954,0.0025811465,0.0074893427,0.0005392248,0.0004577777],"about_ca_topic_score_codex":0.94582295,"about_ca_topic_score_gemma":0.9920262,"teacher_disagreement_score":0.13026614,"about_ca_system_score_codex":0.00026047294,"about_ca_system_score_gemma":0.00080138043,"threshold_uncertainty_score":0.29296327},"labels":[],"label_agreement":null},{"id":"W2987613272","doi":"10.1093/geroni/igz038.3299","title":"MACHINE LEARNING ANALYSIS OF MOUSE FRAILTY FOR PREDICTION OF BIOLOGICAL AGE AND LIFE EXPECTANCY","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Genetics, Aging, and Longevity in Model Organisms","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Life expectancy; Biological age; Gerontology; Medicine; Frailty Index; Demography; Psychological intervention; Population; Psychiatry","score_opus":0.028265445748952914,"score_gpt":0.2694405925266403,"score_spread":0.24117514677768742,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2987613272","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9692348,0.00020277026,0.030252252,0.000027536447,0.000042190863,0.00012787616,0.000039761475,0.0000060157117,0.000066769964],"genre_scores_gemma":[0.9979575,0.00006949846,0.0013854435,0.00005457913,0.000024793584,0.0000071926916,0.00038051847,0.0000072182984,0.00011321779],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99930114,0.00002818015,0.00033819847,0.00018246786,0.00006274578,0.000087264605],"domain_scores_gemma":[0.9995647,0.000017141845,0.00017496005,0.00012113894,0.00010976323,0.000012298992],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025331823,0.000069337184,0.00017423627,0.00024881543,0.00001909337,0.0000056341146,0.000056140976,0.00008366713,0.000011576953],"category_scores_gemma":[0.0001623602,0.0000684279,0.000035993806,0.00039846115,0.000034107485,0.0000035847909,0.000038468395,0.000056660698,1.7017138e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016754942,0.000019413083,0.37635222,0.000023341217,0.00006877408,8.174806e-8,0.00032242344,0.0023265635,0.62033665,0.00028980972,0.000004211361,0.00023976926],"study_design_scores_gemma":[0.0014380985,0.00047124372,0.45200315,0.000026057964,0.0001041797,8.0007874e-7,0.0005854467,0.02953495,0.51448965,0.00023565478,0.000887835,0.00022290916],"about_ca_topic_score_codex":0.000024362711,"about_ca_topic_score_gemma":0.000011860687,"teacher_disagreement_score":0.10584697,"about_ca_system_score_codex":0.000005664563,"about_ca_system_score_gemma":0.00001401642,"threshold_uncertainty_score":0.27904087},"labels":[],"label_agreement":null},{"id":"W2987685506","doi":"10.1093/geroni/igz038.1282","title":"EDUCATION, RACE-ETHNICITY, AND MULTI-MORBIDITY AMONG ADULTS AGES 30-64 IN THE NATIONAL HEALTH INTERVIEW STUDY","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Socioeconomic status; Ethnic group; Odds; National Health Interview Survey; Demography; Medicine; Gerontology; Race (biology); Population; Bachelor; Odds ratio; Logistic regression; Environmental health; Geography","score_opus":0.08715438356115657,"score_gpt":0.4146680200875708,"score_spread":0.32751363652641424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2987685506","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9903322,0.00024132256,0.00008846045,0.0054131434,0.00016039924,0.0014377141,0.0000017118097,0.00002670747,0.0022983756],"genre_scores_gemma":[0.99694175,0.000040165767,0.000095099436,0.002487278,0.000065590575,0.00009344294,0.000050922685,0.000008766066,0.00021696372],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99863523,0.00018832301,0.00047535717,0.00024174745,0.00031925444,0.00014009136],"domain_scores_gemma":[0.99940467,0.00006779122,0.00017273024,0.00016089408,0.00017626862,0.000017660903],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021113828,0.000100767735,0.00016709542,0.00044017757,0.00004127943,0.00005193357,0.00010136662,0.000021333328,0.00009688775],"category_scores_gemma":[0.0001715835,0.00008344204,0.000012780412,0.0010502393,0.0000366943,0.00021587804,0.00006841274,0.00020529554,0.000014174595],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009330187,0.0008112953,0.97544503,0.00047852774,0.00001566643,0.0000025905572,0.0069139986,0.000034829525,0.00000968115,0.002006183,0.0015571916,0.012715673],"study_design_scores_gemma":[0.0017571877,0.000054757773,0.9812861,0.00066285004,0.000004573665,0.0000017383074,0.014631129,0.00094488676,0.000002291231,0.00024204343,0.00034133333,0.00007107438],"about_ca_topic_score_codex":0.0010377108,"about_ca_topic_score_gemma":0.00066418346,"teacher_disagreement_score":0.012644598,"about_ca_system_score_codex":0.00021912335,"about_ca_system_score_gemma":0.0002701631,"threshold_uncertainty_score":0.3402668},"labels":[],"label_agreement":null},{"id":"W2987728564","doi":"10.1093/geroni/igz038.1601","title":"DOES DEMENTIA POLICY ACCOUNT FOR DIVERSITY? AN ANALYSIS OF CANADIAN DEMENTIA POLICIES","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Dementia; Diversity (politics); Sociocultural evolution; Inclusion (mineral); Ethnic group; Public policy; Sexual orientation; Socioeconomic status; Population; Health policy; Political science; Economic growth; Health care; Gerontology; Sociology; Medicine; Gender studies; Economics; Demography","score_opus":0.04160668034273597,"score_gpt":0.3822247097301049,"score_spread":0.34061802938736896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2987728564","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9944917,0.000018019886,0.0002937923,0.0027406623,0.0005770909,0.00035699242,0.000066745095,0.000018447085,0.0014365255],"genre_scores_gemma":[0.9983932,0.0000065235195,0.00028978728,0.0007429672,0.00011551353,0.000016017293,0.00018690102,0.000007634743,0.00024147933],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989067,0.000056304347,0.00044385513,0.00015236966,0.00012848279,0.0003123288],"domain_scores_gemma":[0.9991058,0.00007865116,0.00023279244,0.00018890086,0.0003575497,0.000036286387],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006138944,0.000072827206,0.00019948745,0.0058135316,0.00032418608,0.000011034186,0.00013402838,0.000073456365,0.00023136247],"category_scores_gemma":[0.00006525979,0.00006052038,0.000039121118,0.005899707,0.000014843542,0.00018976389,0.00006370142,0.00009521092,0.000006471647],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008515165,0.000011646004,0.9740458,0.000055420423,0.00020625626,1.2557472e-7,0.011414851,0.00012234176,0.00044303783,0.012285121,0.00068035553,0.0007265333],"study_design_scores_gemma":[0.0004236071,0.000017178869,0.97666025,0.000040514922,0.00024512963,2.2952133e-8,0.013236224,0.00039797876,0.00009582176,0.00082904095,0.007958199,0.00009605366],"about_ca_topic_score_codex":0.5628707,"about_ca_topic_score_gemma":0.39059317,"teacher_disagreement_score":0.17227751,"about_ca_system_score_codex":0.00023536061,"about_ca_system_score_gemma":0.00033281767,"threshold_uncertainty_score":0.6205269},"labels":[],"label_agreement":null},{"id":"W2987770285","doi":"10.1093/geroni/igz038.3551","title":"OASIS STUDY: ACTIVITY PATTERNS OF OLDER ADULTS LIVING IN FIVE AGING IN PLACE COMMUNITIES","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health and Well-being Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Queen's University","funders":"","keywords":"Physical activity; Gerontology; Activities of daily living; Independent living; Apartment; Psychology; Demography; Medicine; Physical therapy; Sociology; Engineering","score_opus":0.027438258526382143,"score_gpt":0.3495723086595499,"score_spread":0.32213405013316776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2987770285","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9967229,0.0000376139,0.00006436453,0.00046559903,0.0003292405,0.00048377257,0.0000029987577,0.000023125274,0.001870397],"genre_scores_gemma":[0.9993187,0.000007535301,0.000018537072,0.00033194336,0.00002417734,0.000068990805,0.0000036424642,0.00001399789,0.00021244827],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99843067,0.00036967752,0.00057388283,0.0001896541,0.0001359235,0.00030019818],"domain_scores_gemma":[0.9987182,0.0007150376,0.00021647164,0.00025819134,0.00008256997,0.000009551799],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001421412,0.000118361866,0.00028151623,0.0009201232,0.000042597876,0.00001220759,0.00013675548,0.00005928872,0.00010153405],"category_scores_gemma":[0.00010414497,0.00013329214,0.000012980768,0.001113198,0.00001929517,0.0001566389,0.00010356302,0.00043536143,0.00001603192],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002609653,0.00023693053,0.7949218,0.00012863698,0.000009185881,0.000004825184,0.19671819,0.0000989503,0.000013237255,0.00016906943,0.000026718591,0.0076463474],"study_design_scores_gemma":[0.0011253675,0.00003504371,0.8919433,0.0011966012,0.0000012591075,5.855971e-7,0.105298005,0.00022698844,0.000027839425,0.000019002295,0.000023370612,0.00010267636],"about_ca_topic_score_codex":0.028802749,"about_ca_topic_score_gemma":0.009757008,"teacher_disagreement_score":0.09702145,"about_ca_system_score_codex":0.000120448436,"about_ca_system_score_gemma":0.000030696443,"threshold_uncertainty_score":0.97766453},"labels":[],"label_agreement":null},{"id":"W2987786394","doi":"10.1093/geroni/igz038.3123","title":"MEASURING THE EFFECTS OF A CYCLING PROGRAM ON QUALITY OF LIFE OF OLDER ADULTS LIVING IN LONG TERM CARE","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University","funders":"","keywords":"Happiness; Cycling; Quality of life (healthcare); Gerontology; Minimum Data Set; Psychology; Long-term care; Wheelchair; Medicine; Physical therapy; Nursing homes; Nursing; Social psychology; Geography","score_opus":0.04528489651423066,"score_gpt":0.40588977424683886,"score_spread":0.3606048777326082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2987786394","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99692833,0.00017913115,0.00004777702,0.00012406577,0.00040741594,0.0018097769,0.0000015924222,0.000035932368,0.00046598475],"genre_scores_gemma":[0.99954873,0.000010879898,0.00012203257,0.00008822425,0.000041079373,0.00015023773,0.0000029082112,0.000018650946,0.000017263686],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972277,0.0004909794,0.0014322117,0.00022127568,0.00035328552,0.00027451565],"domain_scores_gemma":[0.9956557,0.002517545,0.00096631347,0.0003285691,0.0005194663,0.0000123780455],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017476055,0.000128347,0.00042218895,0.0004727068,0.00008428182,0.0000035007965,0.000174758,0.000088553665,0.0000069313487],"category_scores_gemma":[0.0035968667,0.00010296798,0.0000369138,0.0012799074,0.00004864886,0.000103907216,0.00015148347,0.00048692914,0.0000024260128],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017537637,0.00012420719,0.90701216,0.010468211,0.00001701064,3.046604e-7,0.07229378,0.000057308876,0.0018547811,0.00018330893,0.0000029902646,0.0079683885],"study_design_scores_gemma":[0.001057297,0.000047707406,0.9571909,0.028778333,0.0000037695795,3.4285893e-8,0.010953755,0.00006225548,0.0018045019,0.000015767355,8.7069577e-7,0.000084865766],"about_ca_topic_score_codex":0.0007833397,"about_ca_topic_score_gemma":0.0012063059,"teacher_disagreement_score":0.061340027,"about_ca_system_score_codex":0.00012574477,"about_ca_system_score_gemma":0.00010915423,"threshold_uncertainty_score":0.43060452},"labels":[],"label_agreement":null},{"id":"W2987883770","doi":"10.1093/geroni/igz038.777","title":"OLDER WOMEN'S EXPERIENCES OF AGING: THE PHYSICAL, THE PSYCHOLOGICAL, AND THE SOCIAL","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Life course approach; Epitome; Invisibility; Perspective (graphical); Psychology; Successful aging; Cognition; Gerontology; Quality of life (healthcare); Social psychology; Developmental psychology; Medicine; Psychotherapist","score_opus":0.04911565492357779,"score_gpt":0.4177746538399632,"score_spread":0.3686589989163854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2987883770","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97832143,0.000095880336,0.000048685502,0.01296707,0.00027166773,0.00022876113,3.5939772e-7,0.000015549365,0.008050623],"genre_scores_gemma":[0.99726474,0.0000012936806,0.0000052127634,0.0014353005,0.00011955022,0.000282784,7.139776e-7,0.0000054382735,0.0008849481],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99882984,0.00032989404,0.00023660531,0.00019570858,0.00016602494,0.00024193832],"domain_scores_gemma":[0.9990053,0.0005384849,0.0001314896,0.000250317,0.00006755511,0.0000068307722],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014780376,0.00007753711,0.00014672091,0.000075854485,0.00022666881,0.0000378917,0.00032110975,0.00004606439,0.00035608688],"category_scores_gemma":[0.00005905818,0.000034069817,0.000021521832,0.0007769046,0.0009777395,0.0000488332,0.00006958394,0.000346526,0.00002463242],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005864286,0.00008156977,0.011611132,0.0000075715734,0.000030040497,0.0000010173623,0.8399823,0.0000014789742,0.0000848622,0.13410385,0.002200186,0.01183738],"study_design_scores_gemma":[0.0021197519,0.00006313628,0.119825065,0.00002156456,0.0000048842003,0.000011026828,0.86770713,0.00023848715,0.000089650915,0.007880295,0.0019101518,0.00012887173],"about_ca_topic_score_codex":0.000031456344,"about_ca_topic_score_gemma":0.0000013490186,"teacher_disagreement_score":0.12622356,"about_ca_system_score_codex":0.000013059266,"about_ca_system_score_gemma":0.000010037558,"threshold_uncertainty_score":0.38989016},"labels":[],"label_agreement":null},{"id":"W2987899130","doi":"10.1093/geroni/igz038.3492","title":"AGE, FUTURE TIME PERSPECTIVE, AND EVERYDAY PHYSICAL ACTIVITY AND NUTRITION IN COUPLES POST STROKE","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Perspective (graphical); Gerontology; Physical activity; Stroke (engine); Everyday life; Psychology; Consumption (sociology); Health benefits; Activities of daily living; Healthy aging; Medicine; Physical therapy; Sociology; Political science","score_opus":0.015091723531972606,"score_gpt":0.33186811308561887,"score_spread":0.3167763895536463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2987899130","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9870964,0.00008071299,0.0000048275083,0.010201854,0.000103249935,0.00021270523,0.0000066986777,0.000015986961,0.0022775154],"genre_scores_gemma":[0.99886316,0.000079676756,0.00004779636,0.000458966,0.00017678525,0.000007696243,0.000003256727,0.0000035905537,0.00035907922],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99942315,0.000057965815,0.000096684256,0.00013661536,0.00012686086,0.00015872589],"domain_scores_gemma":[0.99970466,0.00011452727,0.000044811975,0.000040146526,0.00007613315,0.000019723482],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036178567,0.00005117499,0.00011074659,0.00016887025,0.000093865834,0.000055943794,0.000032017928,0.000048531056,0.000020455194],"category_scores_gemma":[0.00008649346,0.00005345184,0.0000074005793,0.0004429,0.000053315624,0.00032712627,0.000017610872,0.00013856344,0.0000039204783],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050819886,0.00019396974,0.6931511,0.00021203487,0.000005792997,0.000007013067,0.03993058,0.0000043865703,0.0045676213,0.24801432,0.00017680894,0.013685557],"study_design_scores_gemma":[0.00046753002,0.0000144597125,0.97320414,0.00008730224,9.959605e-7,3.5971718e-7,0.020984711,0.00033954857,0.000066073546,0.0018323733,0.0029125845,0.000089911766],"about_ca_topic_score_codex":0.004191432,"about_ca_topic_score_gemma":0.0015948218,"teacher_disagreement_score":0.28005305,"about_ca_system_score_codex":0.000136606,"about_ca_system_score_gemma":0.000056599816,"threshold_uncertainty_score":0.63362193},"labels":[],"label_agreement":null},{"id":"W2987930762","doi":"10.1093/geroni/igz038.308","title":"PERCEPTIONS OF PERPETRATORS OF AGEISM","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Vignette; Psychology; Impression formation; Perception; Social psychology; Action (physics); Social perception; Developmental psychology","score_opus":0.03676928332279707,"score_gpt":0.389418728807802,"score_spread":0.35264944548500493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2987930762","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9463523,0.000026777485,0.00058857334,0.00025645838,0.00021621007,0.0000749808,0.0000018891703,0.000011796214,0.052470993],"genre_scores_gemma":[0.99662304,4.6032494e-7,0.0001951145,0.00005757985,0.000016174186,0.000007024852,0.000006095884,0.000005532881,0.0030889963],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992971,0.00005614751,0.00031791767,0.00011417082,0.00009406838,0.000120633784],"domain_scores_gemma":[0.99952567,0.00006427448,0.00009679096,0.00018122615,0.00012512416,0.0000069383136],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004443431,0.000041823463,0.000114769195,0.00048452275,0.000012632816,0.0000021749727,0.00008980275,0.000057330963,0.0014981426],"category_scores_gemma":[0.000035432884,0.000042871066,0.00001586515,0.0008787447,0.00006160731,0.00004349111,0.000017245391,0.00015212226,0.000096017764],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009507688,0.000057853384,0.91184264,0.000024910942,0.00001278406,0.0000013528056,0.007332179,0.000012642581,0.007964277,0.06756436,0.00035070983,0.0048267646],"study_design_scores_gemma":[0.0004874566,0.00004435268,0.98798555,0.000048509435,0.0000020210653,0.000003972691,0.009335515,0.000086705644,0.0008163803,0.000732042,0.00039369334,0.00006381305],"about_ca_topic_score_codex":0.00015565954,"about_ca_topic_score_gemma":0.000008794189,"teacher_disagreement_score":0.07614288,"about_ca_system_score_codex":0.000015995309,"about_ca_system_score_gemma":0.000023446468,"threshold_uncertainty_score":0.9994146},"labels":[],"label_agreement":null},{"id":"W2987938829","doi":"10.1093/geroni/igz038.2784","title":"IMPACT OF ADAPTED DANCE ON MOOD AND PHYSICAL FUNCTION AMONG ALZHEIMER’S DISEASE ASSISTED LIVING RESIDENTS","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Art Therapy and Mental Health","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dance; Dementia; Mood; Caregiver burden; Physical therapy; Intervention (counseling); Medicine; Gerontology; Physical medicine and rehabilitation; Disease; Psychology; Psychiatry","score_opus":0.05009540113907557,"score_gpt":0.3174462560915026,"score_spread":0.26735085495242705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2987938829","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99613905,0.000033741722,0.000013322646,0.00004569819,0.000150663,0.00016371396,0.0000058875644,0.000021512598,0.0034264],"genre_scores_gemma":[0.9995344,0.000002905636,0.000004166978,0.000088186345,0.00009806456,0.0000067915767,0.000014325636,0.000008604473,0.00024253622],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994269,0.000031429932,0.00020214882,0.00012130264,0.00011666397,0.00010154001],"domain_scores_gemma":[0.9996533,0.000052491174,0.0001293385,0.00008786102,0.00005579217,0.000021229716],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013785466,0.0000712387,0.00009856991,0.00016275691,0.0000790738,0.0000248842,0.000030273874,0.000012331467,0.00011227925],"category_scores_gemma":[0.000012483873,0.00006251175,0.000019590461,0.00011733186,0.000040283645,0.00026994356,0.000014576234,0.00008467801,0.000007176466],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003283201,0.00033022743,0.88402617,0.000076541924,0.000058466765,0.0000010520994,0.022114083,0.00016635716,0.0015013532,0.07845354,0.00011858908,0.01282531],"study_design_scores_gemma":[0.00030149074,0.00014310464,0.99656135,0.00033229997,0.0000071837153,1.0488711e-7,0.0006406461,0.0011801928,0.000054698005,0.00064429967,0.000064996435,0.00006960795],"about_ca_topic_score_codex":0.00035871164,"about_ca_topic_score_gemma":0.00009950232,"teacher_disagreement_score":0.112535216,"about_ca_system_score_codex":0.00004247256,"about_ca_system_score_gemma":0.000023087236,"threshold_uncertainty_score":0.2549155},"labels":[],"label_agreement":null},{"id":"W2987943942","doi":"10.1093/geroni/igz038.1582","title":"UNCIVILIZED CHILDREN OR VICTIMS OF DEMENTIA: INTERPRETATIONS OF AGGRESSION IN ASSISTED LIVING","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University; Brandon University; University of Manitoba","funders":"","keywords":"Aggression; Psychology; Narrative; Dementia; Meaning (existential); Social psychology; Developmental psychology; Psychotherapist; Medicine","score_opus":0.021248459097821092,"score_gpt":0.3307249334148563,"score_spread":0.30947647431703523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2987943942","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9952395,0.00012998289,0.0003908468,0.00015220643,0.00011198775,0.00019351287,7.7622866e-7,0.000014879252,0.0037663009],"genre_scores_gemma":[0.99937004,0.00007403045,0.00040871906,0.00005288022,0.000013083952,0.000006989503,0.000004403774,0.0000047563135,0.000065089545],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989938,0.00012119519,0.00045839045,0.0001098088,0.00020099286,0.0001158017],"domain_scores_gemma":[0.99926007,0.00025486993,0.0002595468,0.000087776025,0.00012983935,0.00000790344],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00073348556,0.00004845151,0.00013304269,0.0005139073,0.000038289472,0.000010733025,0.000109995744,0.00004875181,0.00020487064],"category_scores_gemma":[0.0005041602,0.000045450244,0.000016646281,0.0023284992,0.000037140533,0.00021212718,0.000030484549,0.00009262142,0.0000028691431],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000137065235,0.00007383105,0.9467272,0.000021089516,0.000014700952,3.8014525e-7,0.025011957,0.00006346804,0.013646249,0.0010759161,0.000022510938,0.013328995],"study_design_scores_gemma":[0.0008034588,0.000040390514,0.98003256,0.0068688863,0.000010511998,5.162057e-7,0.0048939055,0.00048202844,0.0060467636,0.0006043417,0.00008144599,0.00013521317],"about_ca_topic_score_codex":0.0010093823,"about_ca_topic_score_gemma":0.0042146314,"teacher_disagreement_score":0.03330534,"about_ca_system_score_codex":0.000052335035,"about_ca_system_score_gemma":0.00012413673,"threshold_uncertainty_score":0.23518634},"labels":[],"label_agreement":null},{"id":"W2987960650","doi":"10.1093/geroni/igz038.1764","title":"SYSTEMATIC REVIEW OF THE EFFECTS OF NON-VR EXERGAMING ON MOBILITY OUTCOMES OF OLDER ADULTS LIVING IN LONG-TERM CARE","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Ontario College of Art and Design; McGill University; York University; University of Toronto","funders":"","keywords":"CINAHL; PsycINFO; Medicine; Psychological intervention; Gerontology; MEDLINE; Quality of life (healthcare); Berg Balance Scale; Population; Physical medicine and rehabilitation; Balance (ability); Physical therapy; Psychology; Nursing","score_opus":0.006618663009142125,"score_gpt":0.2867922023118105,"score_spread":0.2801735393026684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2987960650","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99427164,0.0021261747,0.000039090985,0.000106523235,0.00025227168,0.0029938864,0.000001687669,0.000009128659,0.00019961964],"genre_scores_gemma":[0.99945843,0.000079401296,0.000055992576,0.00025293705,0.000008075624,0.000066391396,0.000005983081,0.00001451347,0.000058270944],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99782926,0.00011714883,0.0013329455,0.00019419323,0.0003928482,0.0001336319],"domain_scores_gemma":[0.99752206,0.0007283204,0.0007242562,0.0006218021,0.00039295517,0.000010626362],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007720759,0.00013410284,0.00081248395,0.0003458542,0.000008842163,0.0000025406573,0.0001559653,0.000058560057,0.000012967255],"category_scores_gemma":[0.0031206706,0.000095214265,0.000073385236,0.0013104518,0.000034694865,0.00007706993,0.0000670845,0.0001963777,0.0000020531947],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004620069,0.00007328988,0.5226822,0.4719373,0.000014468154,0.0000011553382,0.003473488,0.0000049335868,0.0013593653,0.000016227797,0.0000018736922,0.0004311249],"study_design_scores_gemma":[0.0005094937,0.000033950797,0.5376555,0.45543453,0.000023714632,0.0000010431727,0.00030718444,0.00003592036,0.0059580025,0.0000013964146,2.2357746e-8,0.00003925801],"about_ca_topic_score_codex":0.000111361216,"about_ca_topic_score_gemma":0.000021364322,"teacher_disagreement_score":0.016502766,"about_ca_system_score_codex":0.00014701633,"about_ca_system_score_gemma":0.000055558645,"threshold_uncertainty_score":0.3882725},"labels":[],"label_agreement":null},{"id":"W2987975591","doi":"10.1093/geroni/igz038.3331","title":"SHORT-TERM INTRAINDIVIDUAL DYNAMICS OF HEART RATE AND COGNITIVE FUNCTIONING IN OLDER ADULTS","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Mental Health Research Topics","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Covariate; Cognition; Heart rate variability; Scale (ratio); Variance (accounting); Psychology; Term (time); Random effects model; Cognitive skill; Heart rate; Developmental psychology; Statistics; Medicine; Mathematics; Meta-analysis; Geography; Cartography","score_opus":0.04321483422413533,"score_gpt":0.39310497695419927,"score_spread":0.3498901427300639,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2987975591","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9961051,0.000039436767,0.000328038,0.00046269354,0.00030219211,0.0004714403,0.0000090246585,0.000010584389,0.0022715079],"genre_scores_gemma":[0.99927616,0.0000020555544,0.00010424332,0.0002518866,0.000026938142,0.000035024514,0.00007348375,0.000009679571,0.00022054315],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988971,0.000118983284,0.00042852314,0.00020624748,0.00012710069,0.00022209465],"domain_scores_gemma":[0.9995432,0.00017132208,0.000073592,0.00008927466,0.00010328094,0.000019324463],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00095531787,0.00006864083,0.00012997807,0.0005518266,0.00002226619,0.0000126958,0.000043579577,0.00006442535,0.0002479087],"category_scores_gemma":[0.00007124087,0.00007753889,0.0000065528848,0.0008408153,0.00004273889,0.0001174374,0.00004047459,0.00028749768,0.000016687238],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007794836,0.000056286925,0.92824316,0.0001185083,0.0000061985584,0.0000043523364,0.004243105,0.0000032028918,0.00013009051,0.0061185015,0.000015846872,0.06098282],"study_design_scores_gemma":[0.0012709767,0.00005156865,0.99257964,0.00043325502,0.0000011010516,0.000004850622,0.0043203365,0.00094870443,0.00009745921,0.00020935692,0.000016503212,0.00006624128],"about_ca_topic_score_codex":0.00013685213,"about_ca_topic_score_gemma":0.00014284323,"teacher_disagreement_score":0.06433651,"about_ca_system_score_codex":0.000082132065,"about_ca_system_score_gemma":0.000028416001,"threshold_uncertainty_score":0.31619442},"labels":[],"label_agreement":null},{"id":"W2988027274","doi":"10.1093/geroni/igz038.1245","title":"THE RELATIONSHIP BETWEEN OLDER DRIVERS’ RESILIENCE AND SELF-REPORTED DRIVING MEASURES OVER 5 YEARS","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ottawa Hospital; University of Ottawa; Lakehead University","funders":"","keywords":"Feeling; Demography; Psychological resilience; Psychology; Cohort; Successful aging; Cohort study; Gerontology; Medicine; Social psychology; Internal medicine","score_opus":0.06298768012720124,"score_gpt":0.3914430150942376,"score_spread":0.3284553349670364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2988027274","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99570954,0.00003527256,0.00011350318,0.0011395777,0.0004354725,0.0005828025,8.5201344e-7,0.00012815729,0.0018548333],"genre_scores_gemma":[0.99823064,0.000014158094,0.00019125953,0.00017988856,0.00008389842,0.00003472416,0.0000039672414,0.000018071882,0.0012434012],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981771,0.0002245171,0.00067442254,0.0002763584,0.0003207492,0.00032684082],"domain_scores_gemma":[0.99674386,0.0024003184,0.00035876053,0.0002750241,0.00020005215,0.00002199765],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017694632,0.00010939649,0.00015520609,0.0002728895,0.0005784682,0.000030922707,0.00012616768,0.000095572264,0.000029991726],"category_scores_gemma":[0.0013514633,0.00009302855,0.000013438622,0.0011371177,0.000049586448,0.00026426546,0.00014991158,0.0005978315,0.00007528391],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[7.2066507e-7,0.0000060889797,0.98828834,0.000037896807,0.000020571304,9.58751e-7,0.007959984,0.000007190097,0.00011614247,0.002719123,0.00041855994,0.0004244049],"study_design_scores_gemma":[0.0004694323,0.000006800279,0.99347436,0.0004780373,0.000008418632,3.946205e-7,0.0021238136,0.000066154185,0.000007868241,0.0014646995,0.0017910206,0.00010902564],"about_ca_topic_score_codex":0.00009769267,"about_ca_topic_score_gemma":0.00031590642,"teacher_disagreement_score":0.005836171,"about_ca_system_score_codex":0.00016242712,"about_ca_system_score_gemma":0.00009254057,"threshold_uncertainty_score":0.4449168},"labels":[],"label_agreement":null},{"id":"W2988038049","doi":"10.1093/geroni/igz038.1629","title":"LINKS BETWEEN PARTNER INTERACTIONS, EMPATHY, AND EVERYDAY PHYSIOLOGICAL SYNCHRONY IN OLDER COUPLES","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Mental Health Research Topics","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Empathy; Closeness; Feeling; Psychology; Everyday life; Developmental psychology; Social psychology","score_opus":0.09952557940888157,"score_gpt":0.44952125310923974,"score_spread":0.34999567370035817,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2988038049","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99540704,0.00009714831,0.00009458983,0.0012337962,0.00035396102,0.0003661365,0.000003469129,0.000024160458,0.0024196673],"genre_scores_gemma":[0.9979743,0.000011957428,0.00012166318,0.00054343365,0.00012502955,0.000060513066,0.000041538467,0.000009457985,0.0011121384],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99872535,0.00013999784,0.00045474482,0.00026765635,0.00013371817,0.00027854578],"domain_scores_gemma":[0.9994475,0.00021480616,0.00009216145,0.00016760541,0.00005006036,0.000027865915],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006842727,0.00008708813,0.00016290907,0.0003968665,0.00003306905,0.000021653106,0.000085795364,0.00012674573,0.00089323387],"category_scores_gemma":[0.00006792748,0.000082056904,0.000009465191,0.0007080056,0.000039372833,0.00014370018,0.000067371,0.0006852373,0.0001774229],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014460479,0.00006798943,0.9736232,0.00005726211,0.000005917222,0.000005685145,0.0018431984,0.000008000699,0.00062747864,0.0047724983,0.00077201246,0.018202301],"study_design_scores_gemma":[0.0006771536,0.00004040965,0.99363554,0.00012209725,7.579157e-7,0.000002472849,0.0009140375,0.00038132115,0.00009266411,0.00072564406,0.003319847,0.000088074106],"about_ca_topic_score_codex":0.000197246,"about_ca_topic_score_gemma":0.000030639836,"teacher_disagreement_score":0.020012325,"about_ca_system_score_codex":0.00013105907,"about_ca_system_score_gemma":0.000027018226,"threshold_uncertainty_score":0.9780284},"labels":[],"label_agreement":null},{"id":"W2988050659","doi":"10.1093/geroni/igz038.2399","title":"CULTURAL MOTIVATION TO VOLUNTEER AMONG OLDER JEWISH ADULTS: AN EXPLORATORY STUDY","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Tourism, Volunteerism, and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Generativity; Volunteer; Judaism; Psychology; Population; Gerontology; Social psychology; Sociology; Medicine; Demography","score_opus":0.02475635612539144,"score_gpt":0.29993773110035676,"score_spread":0.2751813749749653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2988050659","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9955937,0.000014315231,0.00041192383,0.00043106292,0.0008177244,0.0009300627,0.0000011492561,0.00013489666,0.0016651627],"genre_scores_gemma":[0.99792403,0.0000020261016,0.00028992613,0.00055811414,0.00023910789,0.00009391077,0.000018360623,0.000015523387,0.0008589875],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982316,0.00014652096,0.000476269,0.0003437364,0.0005030504,0.00029883743],"domain_scores_gemma":[0.9991106,0.000038202514,0.00013914864,0.00017916341,0.00047576195,0.000057117213],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011655601,0.00012604267,0.00014429423,0.0004541522,0.00019708791,0.00015496531,0.00020347365,0.000071331575,0.00014644879],"category_scores_gemma":[0.00022758245,0.00012953194,0.000018630855,0.002153946,0.000035520843,0.0013737818,0.000052115396,0.00016284356,0.00008734507],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006733107,0.0000966828,0.6411723,0.0000051784145,0.0000056602903,0.000002082652,0.35404995,0.000055230776,0.00008126182,0.0004039157,0.0011704386,0.0029505815],"study_design_scores_gemma":[0.00050202705,0.000039560866,0.7091081,0.00007624993,0.0000017069523,9.0597595e-8,0.28658548,0.00006834487,0.000055579178,0.00013049452,0.003249378,0.00018294234],"about_ca_topic_score_codex":0.0012933002,"about_ca_topic_score_gemma":0.0034260005,"teacher_disagreement_score":0.06793585,"about_ca_system_score_codex":0.00030171085,"about_ca_system_score_gemma":0.0001059249,"threshold_uncertainty_score":0.5282159},"labels":[],"label_agreement":null},{"id":"W2988062666","doi":"10.1093/geroni/igz038.009","title":"DISPARITIES IN HUMAN CAPITAL INVESTMENT OVER THE GENDERED LIFE COURSE: AN INTERNATIONAL COMPARISON","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Human capital; Life course approach; Political science; Investment (military); Demographic economics; Economic growth; Psychology; Gerontology; Medicine; Economics; Social psychology","score_opus":0.18744950480846298,"score_gpt":0.44655809824084125,"score_spread":0.25910859343237824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2988062666","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98194873,0.000023403261,0.00001730289,0.003045075,0.0006101157,0.00031340285,0.000002505218,0.000023703675,0.014015783],"genre_scores_gemma":[0.99837375,0.000005293027,0.000023144814,0.0011598314,0.00013830877,0.000032890315,0.000033782075,0.0000056029285,0.00022742899],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986701,0.00013337127,0.00040238406,0.00017630676,0.00042503234,0.00019281582],"domain_scores_gemma":[0.99959415,0.00004135088,0.00011712087,0.00014970695,0.000072427974,0.000025235413],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011430352,0.00007176678,0.00009805171,0.00012711849,0.00014763513,0.00014304474,0.00024704245,0.000039721843,0.00028964886],"category_scores_gemma":[0.00007689018,0.00006407836,0.000014870567,0.00042111712,0.00014166239,0.00040098157,0.000044695575,0.0001363997,0.000010329572],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000022296704,0.00010321552,0.7138663,0.000004984695,0.0000054816637,1.8394917e-7,0.01653704,0.00015164739,0.0000885981,0.26890326,0.00018816725,0.00014888907],"study_design_scores_gemma":[0.0003500007,0.000013929636,0.965001,0.000024936513,0.0000017958661,4.1028144e-8,0.01992242,0.00041234228,0.00003422453,0.01208723,0.002060518,0.000091580274],"about_ca_topic_score_codex":0.008788839,"about_ca_topic_score_gemma":0.006625549,"teacher_disagreement_score":0.25681603,"about_ca_system_score_codex":0.00027955737,"about_ca_system_score_gemma":0.00009039012,"threshold_uncertainty_score":0.99781173},"labels":[],"label_agreement":null},{"id":"W2988067110","doi":"10.1093/geroni/igz038.1754","title":"ONE-LEGGED STANCE BALANCE OF OLDER ADULTS WITH AND WITHOUT FALLS","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Balance (ability); Physical medicine and rehabilitation; Center of pressure (fluid mechanics); Medicine; Balance test; Fear of falling; Dynamic balance; Falling (accident); Poison control; Physical therapy; Injury prevention","score_opus":0.01835029590868443,"score_gpt":0.3310009939225594,"score_spread":0.31265069801387496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2988067110","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99294597,0.0000785054,0.0011936213,0.0002349223,0.00019151908,0.00063423475,0.000005645782,0.00003572553,0.004679862],"genre_scores_gemma":[0.99717736,0.000031463696,0.0014919195,0.00042392302,0.000047823945,0.000045367262,0.000022674114,0.00001428379,0.0007452091],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988104,0.00008853731,0.00050530996,0.00021185186,0.00017215562,0.00021172244],"domain_scores_gemma":[0.99910444,0.00006140882,0.00038462953,0.00018129127,0.00025237462,0.000015881556],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053837785,0.0000860556,0.00020386961,0.00017575506,0.00006856419,0.0000049581836,0.00006774828,0.00007903156,0.00001822084],"category_scores_gemma":[0.000033995104,0.000081360005,0.0000075452294,0.0007022411,0.000030012929,0.00021734281,0.000029469655,0.00029941447,0.000019565263],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008962588,0.00006750865,0.97845435,0.0005679421,0.000008248195,2.1300727e-7,0.004176524,0.0000015493771,0.008716943,0.0058537326,0.0000568258,0.0020065228],"study_design_scores_gemma":[0.002934065,0.000029294382,0.99090284,0.003048175,0.0000030130304,3.506553e-7,0.0019808684,0.00034412002,0.000051735173,0.00036918293,0.00023362068,0.0001027391],"about_ca_topic_score_codex":0.00008269736,"about_ca_topic_score_gemma":0.00010416217,"teacher_disagreement_score":0.012448471,"about_ca_system_score_codex":0.00004416097,"about_ca_system_score_gemma":0.00006452258,"threshold_uncertainty_score":0.3317765},"labels":[],"label_agreement":null},{"id":"W2988107829","doi":"10.1093/geroni/igz038.2205","title":"LONELINESS AND SUICIDE IDEATION IN OLDER ADULTS: A LONGITUDINAL INVESTIGATION","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University","funders":"","keywords":"Loneliness; Suicidal ideation; Psychosocial; Psychology; UCLA Loneliness Scale; Depression (economics); Clinical psychology; Suicide prevention; Context (archaeology); Longitudinal study; Poison control; Psychiatry; Gerontology; Medicine; Medical emergency","score_opus":0.03673542791764668,"score_gpt":0.32729204368111353,"score_spread":0.29055661576346686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2988107829","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99655545,0.00024753952,0.0004447826,0.0008918332,0.00033628647,0.0003004941,0.0000012496288,0.00003626162,0.0011860828],"genre_scores_gemma":[0.9989236,0.000007824516,0.00015940623,0.00057912903,0.000060548016,0.000059296493,0.00003710263,0.000011528393,0.00016158968],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988955,0.00005183518,0.00048056035,0.00028165526,0.00011311172,0.0001773272],"domain_scores_gemma":[0.9994979,0.00010060301,0.00013139202,0.00012677931,0.00013176065,0.000011602447],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004907025,0.00010446842,0.00015063773,0.00065243384,0.000029086308,0.000023760173,0.00005089118,0.0000670637,0.000120235745],"category_scores_gemma":[0.00007342132,0.00010990606,0.000008880915,0.0013896422,0.000028554989,0.00023045631,0.00002822835,0.00015892068,0.000057960562],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035227236,0.0000226215,0.9826404,0.000032892745,0.000007640671,0.0000060116595,0.007071589,0.000029449238,0.00041490636,0.005703861,0.00008416837,0.0039512184],"study_design_scores_gemma":[0.0014532037,0.000014471585,0.9928782,0.000104810395,0.000002610264,0.000005042738,0.0032115155,0.00054424163,0.00017266939,0.0014666589,0.00002440289,0.000122179],"about_ca_topic_score_codex":0.0010648429,"about_ca_topic_score_gemma":0.00033687887,"teacher_disagreement_score":0.01023778,"about_ca_system_score_codex":0.00005410546,"about_ca_system_score_gemma":0.000014889449,"threshold_uncertainty_score":0.4481839},"labels":[],"label_agreement":null},{"id":"W2988126021","doi":"10.1093/geroni/igz038.3289","title":"CONSCIENTIOUSNESS, ACTIVITY ENGAGEMENT AND MOMENTARY AFFECT IN OLDEST-OLD ADULTHOOD","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Psychological Well-being and Life Satisfaction","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Conscientiousness; Affect (linguistics); Psychology; Experience sampling method; Context (archaeology); Developmental psychology; Personality; Big Five personality traits; Social psychology; Extraversion and introversion","score_opus":0.030463750522946146,"score_gpt":0.33675589432304875,"score_spread":0.3062921438001026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2988126021","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9812073,0.000026223946,0.00025519737,0.0006398763,0.0010589797,0.00034836834,0.0000023079995,0.00005199731,0.016409727],"genre_scores_gemma":[0.99858516,0.0000066867583,0.000095319134,0.0007101013,0.00003754419,0.000046554396,0.000010433417,0.000008661701,0.00049955107],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99876785,0.00023263722,0.00028487868,0.00036423534,0.00012625798,0.0002241253],"domain_scores_gemma":[0.9995112,0.00014656501,0.00011503843,0.00018258205,0.000026592888,0.000018026498],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012709373,0.000105761275,0.0001436712,0.0005020105,0.00004448085,0.000030333347,0.00006472909,0.00007855106,0.00052586955],"category_scores_gemma":[0.00004928905,0.00010672439,0.000013102964,0.0012000091,0.000034822853,0.00015812604,0.000035397905,0.00034330133,0.00010368509],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004114749,0.00013430224,0.9494324,0.000022904973,0.000009532105,0.000009057384,0.0020161439,0.000024220633,0.010123656,0.013295789,0.00032747223,0.024563422],"study_design_scores_gemma":[0.0013836614,0.000052908843,0.99480534,0.000076426666,0.000002000674,0.00000474626,0.0008335206,0.00012198617,0.0003560803,0.0014450987,0.0007909128,0.0001273414],"about_ca_topic_score_codex":0.00039276062,"about_ca_topic_score_gemma":0.00003904654,"teacher_disagreement_score":0.045372963,"about_ca_system_score_codex":0.00008457864,"about_ca_system_score_gemma":0.000008713424,"threshold_uncertainty_score":0.5757903},"labels":[],"label_agreement":null},{"id":"W2988141160","doi":"10.1093/geroni/igz038.2682","title":"THE IMPACT OF MUSIC AND MEMORYSM ON RESIDENT MOOD, BEHAVIORS, AND USE OF MEDICATIONS IN NURSING HOMES","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Music Therapy and Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mood; Medicine; Dementia; Antipsychotic; Geriatric psychiatry; Psychiatry; Odds; Quarter (Canadian coin); Music therapy; Odds ratio; Family medicine; Schizophrenia (object-oriented programming); Internal medicine; Logistic regression","score_opus":0.04939957096781364,"score_gpt":0.41068483555021873,"score_spread":0.36128526458240506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2988141160","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9981525,0.0001454981,0.000022026763,0.0007310735,0.00013018197,0.00019454559,0.0000030994104,0.0000041744984,0.00061691663],"genre_scores_gemma":[0.9997575,0.000033457374,0.00003987676,0.00007167198,0.000013964298,0.0000073256497,0.000003937398,0.000005092694,0.00006715695],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99931073,0.00006968342,0.00034523712,0.00010215768,0.00007663643,0.00009555811],"domain_scores_gemma":[0.99939775,0.0002138501,0.00017699288,0.00016004406,0.000041250518,0.000010117774],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005504981,0.00004741599,0.00010496591,0.0003259177,0.000029255427,0.0000082998695,0.000039964372,0.00003879662,0.00007943472],"category_scores_gemma":[0.000028866405,0.000036362806,0.0000078587145,0.0004859655,0.00006881307,0.00006270279,0.0000072474686,0.000119227865,6.9942587e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008720088,0.000099109726,0.86981565,0.000020546971,0.0000122991405,6.105423e-7,0.029095417,0.000037572052,0.004521466,0.056934513,0.00041263385,0.03896296],"study_design_scores_gemma":[0.0005242618,0.000060847193,0.9959597,0.00019861558,0.0000019648912,0.0000018898578,0.0014086119,0.000043357493,0.00010745319,0.0016335159,0.000027142163,0.00003265243],"about_ca_topic_score_codex":0.0010631086,"about_ca_topic_score_gemma":0.00012931167,"teacher_disagreement_score":0.12614402,"about_ca_system_score_codex":0.00004157796,"about_ca_system_score_gemma":0.000034267676,"threshold_uncertainty_score":0.16071092},"labels":[],"label_agreement":null},{"id":"W2988165300","doi":"10.1093/geroni/igz038.2881","title":"USING SERIAL TRICHOTOMIZATION WITH NEUROPSYCH MEASURES TO INFORM DECISIONS ON FITNESS TO DRIVE AMONG OLDER ADULTS","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University; Bruyère; Saint Paul University","funders":"","keywords":"Judgement; Test (biology); Neuropsychology; Clinical judgement; Indeterminate; Psychology; Sample (material); Medicine; Applied psychology; Physical medicine and rehabilitation; Psychiatry; Cognition; Family medicine","score_opus":0.06188146349420757,"score_gpt":0.3962678948893183,"score_spread":0.3343864313951107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2988165300","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9807318,0.0000013922428,0.012116076,0.0014739245,0.0013970782,0.002552827,0.000006528533,0.00012200479,0.0015983937],"genre_scores_gemma":[0.9944447,0.0000012265464,0.0021381448,0.0025589226,0.00019866996,0.0002059707,0.000014594213,0.00004818916,0.0003895603],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975469,0.00014510968,0.0008707649,0.00043832886,0.0005293847,0.00046948006],"domain_scores_gemma":[0.9977688,0.00044976058,0.00030525142,0.0003802104,0.0010277008,0.000068241345],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006863553,0.00022057607,0.00029740753,0.001320785,0.00048806518,0.000037827685,0.00018950032,0.0001066675,0.000067214874],"category_scores_gemma":[0.0012538956,0.00019025084,0.000017895376,0.0049316343,0.000018667906,0.00036060624,0.00013368971,0.00044300387,0.00018873937],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001969524,0.000046441644,0.962654,0.00005865853,0.000014230056,0.0000024949175,0.01908844,0.012484351,0.00046816803,0.000571441,0.000620913,0.0037939046],"study_design_scores_gemma":[0.0026375554,0.00010836022,0.9868528,0.0038226491,0.0000064935953,6.7694486e-7,0.0035663012,0.0015825647,0.00019557994,0.0000467085,0.0008985089,0.00028176975],"about_ca_topic_score_codex":0.00019402077,"about_ca_topic_score_gemma":0.0012305082,"teacher_disagreement_score":0.024198826,"about_ca_system_score_codex":0.00032271032,"about_ca_system_score_gemma":0.00014552184,"threshold_uncertainty_score":0.77582043},"labels":[],"label_agreement":null},{"id":"W2988226354","doi":"10.1093/geroni/igz038.068","title":"EFFECT OF A HOME-BASED EXERCISE PROGRAM ON SUBSEQUENT FALLS IN SENIORS AFTER A FALL: A RANDOMIZED CLINICAL TRIAL","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver Coastal Health; Vancouver Coastal Health Research Institute; Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Rate ratio; Medicine; Randomized controlled trial; Incidence (geometry); Fall prevention; Physical therapy; Poison control; Balance (ability); Injury prevention; Grip strength; Confidence interval; Internal medicine; Emergency medicine","score_opus":0.02982604337243452,"score_gpt":0.42037375137987265,"score_spread":0.39054770800743815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2988226354","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98885995,0.000030922318,0.00012972973,0.00019674639,0.0013461545,0.008864572,0.000004253608,0.00007764688,0.0004900315],"genre_scores_gemma":[0.9960143,0.000017667813,0.00032315106,0.00033576533,0.00012086913,0.0029636652,0.000059895898,0.000024700128,0.00013997438],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9937398,0.002979159,0.0022453053,0.00035665472,0.00031027937,0.00036881943],"domain_scores_gemma":[0.9965461,0.0022103132,0.0007498183,0.00031016543,0.00015118872,0.000032438988],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013591286,0.00018576029,0.0009691982,0.0007475981,0.000038422942,0.000010986908,0.00012395365,0.00028350818,0.000025269168],"category_scores_gemma":[0.0008414025,0.00015026816,0.00016454537,0.0013338719,0.000063357526,0.0001126373,0.00003764836,0.0007909096,0.00007691494],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.5646526,0.0015678329,0.38798258,0.0010111298,0.00002448527,0.000009274069,0.0010960503,0.000012139177,0.00049149536,0.00061883015,0.000051525258,0.04248203],"study_design_scores_gemma":[0.83439225,0.00084410515,0.15725856,0.0038467976,0.000028236682,1.3415563e-7,0.00014093683,0.002673559,0.000043127086,0.00035980408,0.00019272903,0.00021979075],"about_ca_topic_score_codex":0.00016487647,"about_ca_topic_score_gemma":0.000078707504,"teacher_disagreement_score":0.2697396,"about_ca_system_score_codex":0.00014771894,"about_ca_system_score_gemma":0.00019224467,"threshold_uncertainty_score":0.61277574},"labels":[],"label_agreement":null},{"id":"W2988269663","doi":"10.1093/geroni/igz038.924","title":"WE CAN’T AVOID IT. IT’S THERE! AGEISM EXPERIENCED BY DIVERSE CULTURAL GROUPS IN OTTAWA, CANADA","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Focus group; Perception; Cultural diversity; Gerontology; Older people; Race (biology); Culturally sensitive; Psychology; Gender studies; Social psychology; Sociology; Medicine; Anthropology","score_opus":0.03965785510301192,"score_gpt":0.34880535785680483,"score_spread":0.30914750275379294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2988269663","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9559073,0.00011057981,0.000049570564,0.019204319,0.0008848029,0.00019900886,0.000008000698,0.000024640372,0.02361181],"genre_scores_gemma":[0.98217267,0.0000028839104,0.00002759447,0.0029609024,0.000043880562,0.000059635317,0.00004366232,0.000012163071,0.014676583],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9983837,0.00015696703,0.00041252523,0.00035060188,0.00023654515,0.0004596793],"domain_scores_gemma":[0.9994244,0.0001004762,0.0001062638,0.0002522415,0.00008520628,0.00003140157],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00046148465,0.00013484,0.00017920778,0.00025444108,0.000071778435,0.000026586828,0.00025748461,0.000104844235,0.001227648],"category_scores_gemma":[0.00006288194,0.00012853304,0.000013575525,0.0009653939,0.00006545733,0.00013859336,0.000055709246,0.0004690567,0.000079933634],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004222341,0.00008085773,0.56741536,0.000027656542,0.000028376262,0.00014483786,0.09378806,0.000041720912,0.001984219,0.008321462,0.32302606,0.005099146],"study_design_scores_gemma":[0.0057638423,0.000103976134,0.25585356,0.00031697773,0.0000056397653,0.000045141303,0.5359851,0.0006995421,0.0011554207,0.00057337823,0.19843942,0.0010579767],"about_ca_topic_score_codex":0.46736848,"about_ca_topic_score_gemma":0.475973,"teacher_disagreement_score":0.44219705,"about_ca_system_score_codex":0.00033881728,"about_ca_system_score_gemma":0.00014857692,"threshold_uncertainty_score":0.99968535},"labels":[],"label_agreement":null},{"id":"W2988306513","doi":"10.1093/geroni/igz038.1771","title":"NOVEL INSIGHTS ON THE RELATIVE IMPORTANCE OF CLINICAL AND GAIT MEASURES FOR DETECTING FALL RISK IN OLDER ADULTS","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Gait; Logistic regression; Balance (ability); Principal component analysis; Physical medicine and rehabilitation; Stepwise regression; Gait analysis; Explained variation; Regression analysis; Medicine; Statistics; Mathematics","score_opus":0.0642495590149514,"score_gpt":0.3965370123977344,"score_spread":0.33228745338278304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2988306513","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9942164,0.000051331892,0.0026275227,0.00030115005,0.00033717905,0.00110547,0.0000056335975,0.000014500544,0.0013408342],"genre_scores_gemma":[0.9984786,0.000024906165,0.00075555634,0.00045672926,0.000077378696,0.000094137744,0.000007207476,0.00001120613,0.00009430826],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99812746,0.00025076387,0.0011034918,0.00022552494,0.00012838552,0.00016437138],"domain_scores_gemma":[0.9972767,0.001545272,0.0007823196,0.00015845531,0.00022612888,0.000011099124],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030966767,0.000081717284,0.00020988996,0.00018696353,0.00012612625,0.0000039015335,0.00006956485,0.0001405989,0.0000025883503],"category_scores_gemma":[0.0016153704,0.00006119547,0.000025611034,0.0005560862,0.000031538035,0.00014504216,0.000030064894,0.00066046795,0.000004244426],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010624336,0.00008737607,0.9702835,0.00010341472,0.000008428325,1.3144962e-7,0.0053711273,0.000002980949,0.0009644918,0.018364955,0.00003034341,0.004677021],"study_design_scores_gemma":[0.002727625,0.000036156252,0.9849827,0.0012857828,0.0000031760515,1.1158511e-7,0.0022113938,0.002049408,0.000020497931,0.0064619626,0.00015182317,0.00006936182],"about_ca_topic_score_codex":0.00018981654,"about_ca_topic_score_gemma":0.0011169958,"teacher_disagreement_score":0.014699213,"about_ca_system_score_codex":0.00003644255,"about_ca_system_score_gemma":0.000060015864,"threshold_uncertainty_score":0.28694412},"labels":[],"label_agreement":null},{"id":"W2988336096","doi":"10.1093/geroni/igz038.553","title":"MORE THAN JUST A ROOM: RESULTS FROM AN INTERGENERATIONAL HOME SHARING PROGRAM IN TORONTO","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Agency (philosophy); Renting; Psychology; Population; Social exchange theory; Public housing; General partnership; Interpersonal communication; Gerontology; Public relations; Sociology; Social psychology; Business; Medicine; Economic growth; Political science; Environmental health","score_opus":0.035419529089794205,"score_gpt":0.35911287343714454,"score_spread":0.3236933443473503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2988336096","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99205816,0.00006926447,0.00010450002,0.0013955473,0.0004920928,0.00030994837,0.000008749149,0.00008820019,0.0054735285],"genre_scores_gemma":[0.997475,0.000023333572,0.0008682119,0.00016888526,0.00045620566,0.000050850853,0.00016361898,0.000008889402,0.0007849803],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986367,0.000060486826,0.0004757446,0.00032067488,0.00028494763,0.00022139699],"domain_scores_gemma":[0.9994867,0.000045299126,0.00014266503,0.00014984692,0.00015276815,0.000022708862],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00083095935,0.0000955415,0.00012748755,0.0001865422,0.00015772972,0.00013788999,0.00017631413,0.00006108103,0.00012458433],"category_scores_gemma":[0.00012753686,0.00010184285,0.000015960186,0.0007478758,0.00003252729,0.00085270056,0.000045236728,0.00011149376,0.000010166507],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020074336,0.000085665415,0.523389,0.0000060659972,0.000008412745,0.0000021170183,0.4403132,0.00016459216,0.00019106564,0.031358562,0.00039934408,0.0040619234],"study_design_scores_gemma":[0.000885733,0.000028322098,0.96232504,0.00011872416,0.0000027365434,1.15740185e-7,0.023315342,0.0047164536,0.000073668045,0.0040355176,0.0042565516,0.00024181847],"about_ca_topic_score_codex":0.15754236,"about_ca_topic_score_gemma":0.4806518,"teacher_disagreement_score":0.43893602,"about_ca_system_score_codex":0.0003586368,"about_ca_system_score_gemma":0.00008322042,"threshold_uncertainty_score":0.84806764},"labels":[],"label_agreement":null},{"id":"W2988342907","doi":"10.1093/geroni/igz038.3494","title":"VALUE AND INFORMATION NEEDS FOR DEMENTIA FAMILY CAREGIVERS: CONSIDERATIONS DURING END-OF-LIFE DECISION MAKING","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"CLARITY; Dementia; Family caregivers; Thematic analysis; Psychological intervention; Psychology; Focus group; Value (mathematics); Nursing; Information needs; Medicine; Gerontology; Qualitative research; Business; Computer science; Disease","score_opus":0.06685243370835149,"score_gpt":0.37334846370454106,"score_spread":0.3064960299961896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2988342907","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98239034,0.00032558938,0.015258678,0.00020222168,0.00015900531,0.0003613196,0.000010015342,0.000016329166,0.0012765154],"genre_scores_gemma":[0.9854968,0.000049569444,0.014024062,0.00034010332,0.000028087288,0.000012402725,0.00003538018,0.000006311205,0.0000072590205],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990826,0.00001204878,0.0005620875,0.00007333819,0.00016673419,0.00010316917],"domain_scores_gemma":[0.99895245,0.00027781696,0.00024483068,0.000104203515,0.00040558033,0.000015101591],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002621992,0.000076558455,0.0001958073,0.00079823827,0.00003916573,0.000016909902,0.00002570559,0.000048830316,0.000022185623],"category_scores_gemma":[0.0006130483,0.00007910541,0.000022957896,0.0006135443,0.000028222648,0.0005395712,0.000026295553,0.00006833325,0.0000020365896],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000216586,0.000030267407,0.8760795,0.0009936441,0.00011292383,0.0000011260264,0.0198037,0.0012231509,0.028017294,0.061818738,0.00023093664,0.011472145],"study_design_scores_gemma":[0.01747175,0.0003575018,0.8085636,0.012985967,0.0002053424,0.000018613917,0.06857083,0.012112302,0.05498406,0.00835456,0.01571666,0.0006588461],"about_ca_topic_score_codex":0.000035641424,"about_ca_topic_score_gemma":0.0000032223672,"teacher_disagreement_score":0.067515925,"about_ca_system_score_codex":0.00004771233,"about_ca_system_score_gemma":0.00009554498,"threshold_uncertainty_score":0.3225825},"labels":[],"label_agreement":null},{"id":"W2988362069","doi":"10.1093/geroni/igz038.3173","title":"WHAT DOES SUCCESS MEAN IN THE CONTEXT OF ELDER ABUSE INTERVENTION FROM THE PERSPECTIVE OF VICTIMS?","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Elder abuse; Intervention (counseling); Psychology; Context (archaeology); Autonomy; Social psychology; Poison control; Medicine; Suicide prevention; Psychiatry; Political science; Medical emergency","score_opus":0.020075349965932226,"score_gpt":0.3313537910281113,"score_spread":0.31127844106217906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2988362069","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9950095,0.00028098837,0.000051988394,0.0021233112,0.00031538052,0.00024276329,0.0000013452619,0.000006308662,0.0019684106],"genre_scores_gemma":[0.99936837,0.000194675,0.000012174772,0.00033024087,0.000041160885,0.000008501358,0.0000027142194,0.0000033715362,0.000038791986],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99902827,0.0002504817,0.00031288742,0.00011024874,0.00020655426,0.00009157255],"domain_scores_gemma":[0.9991232,0.00032291329,0.00020015413,0.00013649651,0.00021362858,0.00000360201],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010923976,0.000047505957,0.000097204625,0.00013776902,0.000049171358,0.00004745186,0.00024633354,0.000036903002,0.000120367986],"category_scores_gemma":[0.00009287292,0.000028031081,0.00002852353,0.0011620622,0.000090826936,0.0005350073,0.000015632682,0.0001273232,0.0000028693012],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001528677,0.000053712454,0.21322514,0.0000066950724,0.000012477552,3.7460637e-7,0.73384756,0.000003842007,0.0009803497,0.047593385,0.000022689015,0.0042384993],"study_design_scores_gemma":[0.0004824131,0.000021350792,0.07497354,0.00081382436,0.0000055250175,7.753129e-8,0.89695585,0.000025899792,0.0073101684,0.019022934,0.00032276748,0.00006567578],"about_ca_topic_score_codex":0.023203917,"about_ca_topic_score_gemma":0.051556192,"teacher_disagreement_score":0.16310827,"about_ca_system_score_codex":0.000054559667,"about_ca_system_score_gemma":0.00002841206,"threshold_uncertainty_score":0.9833006},"labels":[],"label_agreement":null},{"id":"W2988423869","doi":"10.1093/geroni/igz038.1477","title":"LEVERAGING CRITICAL RURAL GERONTOLOGY TO IMPROVE RURAL GERONTOLOGICAL HEALTH","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Northern British Columbia; Trent University","funders":"","keywords":"Aging in place; Gerontology; Negotiation; Rural area; Gerontological nursing; Health care; Rural health; Psychology; Sociology; Nursing; Medicine; Political science; Social science","score_opus":0.08139652906545204,"score_gpt":0.43906639334935144,"score_spread":0.3576698642838994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2988423869","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93456393,0.00026818892,0.008259256,0.029509418,0.0023496053,0.0005070053,0.0000038391067,0.00016689624,0.024371834],"genre_scores_gemma":[0.9881625,9.081015e-7,0.0011201389,0.0062166615,0.00019718205,0.00011665296,0.000022298813,0.000026426305,0.004137201],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967204,0.000398374,0.0008719238,0.0005460607,0.0002766049,0.0011866549],"domain_scores_gemma":[0.9986359,0.000421177,0.00013003843,0.00049214956,0.00019505019,0.00012567025],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0016217697,0.00023437665,0.00048671596,0.00071343087,0.00014237849,0.000054239204,0.00035185867,0.00021887633,0.0015443894],"category_scores_gemma":[0.00034254807,0.00023205722,0.000046673144,0.0010273268,0.00013593123,0.00017464593,0.00014476926,0.00080012094,0.0012175122],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031811165,0.00029301387,0.5356271,0.00009044638,0.000059311926,0.0000879728,0.018549547,0.000034616005,0.0016281932,0.26079285,0.008368699,0.1741501],"study_design_scores_gemma":[0.005303025,0.0013754324,0.91543275,0.00035311136,0.000010944137,0.00041208442,0.054487664,0.0012182095,0.00024066248,0.005633872,0.014183184,0.0013490374],"about_ca_topic_score_codex":0.00087080797,"about_ca_topic_score_gemma":0.00009403819,"teacher_disagreement_score":0.37980562,"about_ca_system_score_codex":0.00031351805,"about_ca_system_score_gemma":0.00011768044,"threshold_uncertainty_score":0.9995602},"labels":[],"label_agreement":null},{"id":"W2988460559","doi":"10.1093/geroni/igz038.2087","title":"AGE FRIENDLINESS OF COMMUNITIES CONTRIBUTES TO QUALITY OF LIFE","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sunnybrook Health Science Centre; Saint Paul University; University of Toronto; Ottawa Hospital; Baycrest Hospital; University of Ottawa; Lakehead University","funders":"","keywords":"Quality of life (healthcare); Gerontology; Psychological intervention; Variance (accounting); Psychology; Mental health; Depression (economics); Explained variation; Affect (linguistics); Regression analysis; Variables; Medicine; Psychiatry","score_opus":0.09160250324181186,"score_gpt":0.41812208714885546,"score_spread":0.3265195839070436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2988460559","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98665154,0.000036188387,0.00038105797,0.006080203,0.00026461945,0.0001641103,0.000008024876,0.000011347551,0.0064028963],"genre_scores_gemma":[0.99730706,0.000006491144,0.00015779462,0.0023333104,0.000022470871,0.0000054168204,0.000006423832,0.0000025273273,0.00015849521],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99892086,0.00015379647,0.00057167344,0.00004429372,0.00016952657,0.00013982721],"domain_scores_gemma":[0.9989357,0.00046746887,0.00017694524,0.00010978708,0.00029236646,0.000017728404],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021112205,0.000035336634,0.00019584819,0.00020326432,0.00006188054,0.000013040478,0.00013316837,0.000036376805,0.00007023485],"category_scores_gemma":[0.00086449896,0.000036858564,0.000013320789,0.001040426,0.000071695664,0.000097630174,0.00003312555,0.00006795336,0.0000029304738],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000054217344,0.0000099523495,0.58964956,0.000103979306,0.0000019203674,3.626658e-8,0.01130482,0.000024601273,0.00005892879,0.3985311,0.000063656014,0.00024600746],"study_design_scores_gemma":[0.00033181903,0.0000062151144,0.91541547,0.00017911544,6.918549e-7,6.919653e-9,0.068886414,0.000014149925,0.00024412447,0.003365641,0.01149489,0.000061445084],"about_ca_topic_score_codex":0.05113371,"about_ca_topic_score_gemma":0.0083335,"teacher_disagreement_score":0.39516547,"about_ca_system_score_codex":0.000043129905,"about_ca_system_score_gemma":0.0001579932,"threshold_uncertainty_score":0.9551849},"labels":[],"label_agreement":null},{"id":"W2988466934","doi":"10.1093/geroni/igz038.3110","title":"GAIT UNSTEADINESS AS AN INDICATOR OF COGNITIVE STATUS IN INDIVIDUALS WITH PERIPHERAL NEUROPATHY","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"STRIDE; Montreal Cognitive Assessment; Cognition; Cog; Physical medicine and rehabilitation; Gait; Cognitive impairment; Peripheral neuropathy; Medicine; Psychology; Audiology; Physical therapy; Cardiology; Diabetes mellitus; Neuroscience; Endocrinology","score_opus":0.022212583521100216,"score_gpt":0.3533830056237454,"score_spread":0.3311704221026452,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2988466934","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9940657,0.000017293145,0.0001464408,0.000101641606,0.0002361845,0.000765082,0.0000220893,0.0000335115,0.004612075],"genre_scores_gemma":[0.99852145,0.000008361674,0.00016629059,0.00076654914,0.000051284947,0.0000823922,0.00018358376,0.000022486498,0.0001975905],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981133,0.00035913623,0.00069632905,0.00026317814,0.00022971112,0.00033838896],"domain_scores_gemma":[0.9989757,0.00015331568,0.00048438887,0.00015002092,0.00020477173,0.000031790743],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00091249216,0.00011662716,0.00023445982,0.0006235239,0.00006741571,0.000009122599,0.00009733485,0.00010741015,0.0000837306],"category_scores_gemma":[0.00011558768,0.000109795015,0.000010861695,0.0015548788,0.000041260835,0.00039418257,0.00004089483,0.0004951126,0.000051173076],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056686156,0.00018929955,0.9808238,0.00012446559,0.000006849239,0.0000029978974,0.010249399,0.0000040412906,0.002512663,0.0039345827,0.000013304303,0.0020819097],"study_design_scores_gemma":[0.002892511,0.00011694814,0.986233,0.0009367211,0.0000040981263,9.45807e-7,0.0086764805,0.00013116629,0.00003522741,0.0006482544,0.00020028395,0.00012438576],"about_ca_topic_score_codex":0.0003376614,"about_ca_topic_score_gemma":0.00015928665,"teacher_disagreement_score":0.005409175,"about_ca_system_score_codex":0.00009544093,"about_ca_system_score_gemma":0.0002704037,"threshold_uncertainty_score":0.44773108},"labels":[],"label_agreement":null},{"id":"W2988471362","doi":"10.1093/geroni/igz038.1250","title":"INTEREST GROUP SESSION—AGE-FRIENDLY UNIVERSITY (AFU): AGE-FRIENDLY UNIVERSITY CAMPUSES: PUTTING PRINCIPLES INTO PRACTICE","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Session (web analytics); Demographics; Institution; Presentation (obstetrics); Diversity (politics); Best practice; Public relations; Political science; Sociology; Higher education; Psychology; Medical education; Medicine; Business; Social science; Advertising","score_opus":0.12187571251916193,"score_gpt":0.38191744692195506,"score_spread":0.2600417344027931,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2988471362","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9507245,0.00000885873,0.0015465809,0.0035510852,0.0006589026,0.00044953235,0.0000030344995,0.00014159255,0.042915944],"genre_scores_gemma":[0.99331397,0.000028304901,0.003924422,0.00019861553,0.00009808742,0.000001176838,0.000025652276,0.000012150075,0.0023976183],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99779767,0.0005008513,0.00038292553,0.0004796695,0.00044942036,0.0003894359],"domain_scores_gemma":[0.99859136,0.00035263164,0.00037719886,0.00030193618,0.00030477587,0.000072076815],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00225247,0.00015844389,0.00019226599,0.0003968597,0.00065601955,0.00014061527,0.00046326744,0.000120297744,0.0001128862],"category_scores_gemma":[0.00091796374,0.0001843496,0.000046656143,0.0021935191,0.0002766029,0.0015321948,0.0003043929,0.00032497736,0.00005549146],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008992852,0.0003472654,0.364505,0.00013549638,0.00004405318,0.00017021365,0.057555873,0.00014436497,0.0013202114,0.565297,0.00071956654,0.00967104],"study_design_scores_gemma":[0.0010549943,0.00008781837,0.03504122,0.00031643463,0.000024909872,0.0000017048262,0.24283093,0.000136589,0.00011308464,0.001952347,0.71803766,0.00040227151],"about_ca_topic_score_codex":0.008927316,"about_ca_topic_score_gemma":0.007128088,"teacher_disagreement_score":0.7173181,"about_ca_system_score_codex":0.001329312,"about_ca_system_score_gemma":0.00022958724,"threshold_uncertainty_score":0.9976723},"labels":[],"label_agreement":null},{"id":"W2988475682","doi":"10.1093/geroni/igz038.647","title":"ADVANCE CARE PLANNING AMONG LGBT PEOPLE: AN INTEGRATIVE REVIEW AND ANALYSIS","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Transgender; Lesbian; Transgender people; Health care; Proxy (statistics); Psychology; Medicine; Nursing; Political science","score_opus":0.022680588177556426,"score_gpt":0.4123307760603383,"score_spread":0.3896501878827819,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2988475682","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97170025,0.009497955,0.00043954712,0.00059904426,0.00025730004,0.00028384785,0.0000088106135,0.000038872586,0.017174397],"genre_scores_gemma":[0.99655193,0.0004747298,0.0001610829,0.0014762001,0.00006705368,0.000031399668,0.00011634061,0.00001168552,0.0011095693],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99887514,0.00012038301,0.00042262368,0.00028920698,0.00009642642,0.0001962466],"domain_scores_gemma":[0.99925715,0.000055036846,0.00021556398,0.00026368178,0.00017987788,0.000028703038],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035059827,0.000111656635,0.00029676428,0.00069489266,0.00006759593,0.000032791817,0.00010167049,0.00005935591,0.00025866416],"category_scores_gemma":[0.00006166279,0.00010881582,0.000022894323,0.003243347,0.000026524174,0.00033139228,0.000023895385,0.00024735072,0.000032216918],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003025854,0.000010302527,0.97678244,0.00071600557,0.000033764583,0.0000024763276,0.012697744,0.000022923685,0.000009058564,0.0043474706,0.00027469327,0.0051001054],"study_design_scores_gemma":[0.00022368088,0.000023575583,0.99494576,0.00025759655,0.00010012512,0.000002324342,0.0032959746,0.00006593289,0.0000020992857,0.00025958032,0.0006929999,0.00013032761],"about_ca_topic_score_codex":0.0024584907,"about_ca_topic_score_gemma":0.0012891241,"teacher_disagreement_score":0.024851711,"about_ca_system_score_codex":0.00006905493,"about_ca_system_score_gemma":0.000029212133,"threshold_uncertainty_score":0.44373804},"labels":[],"label_agreement":null},{"id":"W2988490226","doi":"10.1093/geroni/igz038.3305","title":"THE ASSOCIATION OF A FRAILTY INDEX AND INCIDENT DELIRIUM IN HOSPITALIZED VETERANS","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Delirium; Medicine; Stressor; Frailty Index; Demographics; Cohort; Emergency medicine; Gerontology; Internal medicine; Psychiatry; Demography","score_opus":0.014533159574243887,"score_gpt":0.29028705439124286,"score_spread":0.27575389481699897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2988490226","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99299073,0.00004338791,0.00015142935,0.005211311,0.00017490768,0.0003359284,0.0000012440266,0.000013009269,0.0010780662],"genre_scores_gemma":[0.99882066,0.000016495034,0.00012357549,0.00057173305,0.000022663198,0.000015710535,0.000009405028,0.000007939149,0.00041184528],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989903,0.00003662593,0.00047323277,0.000120735145,0.00024637213,0.00013275271],"domain_scores_gemma":[0.99918365,0.00016498921,0.00020816895,0.000139586,0.00029365296,0.000009947045],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007709835,0.00006412666,0.00015047583,0.00027229878,0.000017266431,0.00001674043,0.00004805454,0.000066250424,0.0000122464],"category_scores_gemma":[0.0007845302,0.000053822354,0.000012370554,0.0008664557,0.000017978178,0.00010865941,0.00002847579,0.00019219141,0.00000413873],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038242004,0.000021393807,0.98825115,0.00004079046,0.000009137385,0.0000017685834,0.0017982513,0.000026406235,0.005274427,0.00047527786,0.00013392877,0.003929212],"study_design_scores_gemma":[0.0025761144,0.00003747573,0.993248,0.00021951144,0.0000033227552,0.0000023380348,0.00042590752,0.0015224407,0.0007541491,0.0004594735,0.00069707935,0.000054174605],"about_ca_topic_score_codex":0.0003192675,"about_ca_topic_score_gemma":0.00017583554,"teacher_disagreement_score":0.005829917,"about_ca_system_score_codex":0.00021097243,"about_ca_system_score_gemma":0.00004486845,"threshold_uncertainty_score":0.21948119},"labels":[],"label_agreement":null},{"id":"W2988499582","doi":"10.1093/geroni/igz038.1698","title":"ACCURACY AND USABILITY OF A MOBILE ALERT SYSTEM FOR COMMUNITY CITIZENS TO LOCATE PERSONS WITH DEMENTIA WHO GET LOST","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Usability; Readability; Dementia; Mobile apps; Computer science; Psychology; World Wide Web; Internet privacy; Applied psychology; Medicine; Human–computer interaction","score_opus":0.034089933543444396,"score_gpt":0.33415601106125226,"score_spread":0.30006607751780784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2988499582","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9921193,0.000022574646,0.0034931253,0.00035578196,0.000025008687,0.0017554181,0.00001356859,0.000015447336,0.0021997602],"genre_scores_gemma":[0.9988236,0.0000016808094,0.0005540641,0.00021185738,0.0000120816585,0.00015569675,0.00003502134,0.000010120077,0.00019589733],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990849,0.00007380664,0.00031260526,0.00014866014,0.00019821641,0.00018184069],"domain_scores_gemma":[0.99899375,0.00018711053,0.00009528939,0.00020733633,0.0004818146,0.000034686116],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011468659,0.00008199589,0.0002058531,0.00028711229,0.00006211474,0.000021680313,0.000061489234,0.000025642983,0.00006381406],"category_scores_gemma":[0.00012347099,0.00007078311,0.000015338357,0.0007163921,0.000053106814,0.00010007473,0.0000622949,0.00015507342,0.0000073664637],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022897452,0.00012618476,0.97334164,0.0013912729,0.00006237445,0.000001370462,0.0017765743,0.00001169859,0.015527371,0.00032539666,0.00008529276,0.007121865],"study_design_scores_gemma":[0.004430554,0.0012428614,0.9428458,0.0016339553,0.00006198888,0.000016319591,0.017518623,0.0012260061,0.029879779,0.00005653159,0.00092360354,0.00016394664],"about_ca_topic_score_codex":0.00016154505,"about_ca_topic_score_gemma":0.00002689316,"teacher_disagreement_score":0.03049579,"about_ca_system_score_codex":0.000073858835,"about_ca_system_score_gemma":0.00007695959,"threshold_uncertainty_score":0.28864515},"labels":[],"label_agreement":null},{"id":"W2988503830","doi":"10.1093/geroni/igz038.330","title":"THE EFFECTS OF FRAILTY, POLYPHARMACY, AND COGNITION ON HEALTH OUTCOMES: A STUDY ON INTERRAI RESIDENTIAL CARE DATA","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Surrey Memorial Hospital; Fraser Health","funders":"","keywords":"Polypharmacy; Medicine; Cognition; Gerontology; Proportional hazards model; Geriatrics; Multivariate analysis; Hazard ratio; Internal medicine; Psychiatry; Confidence interval","score_opus":0.05616002270491192,"score_gpt":0.40156234120775036,"score_spread":0.3454023185028384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2988503830","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9922812,0.00009298921,0.000031454903,0.004979145,0.0006051167,0.0014730024,0.000012983282,0.00002851932,0.0004955712],"genre_scores_gemma":[0.997926,0.000013633808,0.000032103013,0.0017137921,0.00005089043,0.00002111128,0.00011820169,0.000015738788,0.00010852852],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99866265,0.00010243237,0.00046725862,0.0002718629,0.00034504937,0.00015075748],"domain_scores_gemma":[0.99871755,0.0004091276,0.00020755081,0.0005150149,0.00012873279,0.000022000295],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004969397,0.000111031535,0.00021858775,0.00033701828,0.00006133002,0.00002568844,0.00014603922,0.000027393904,0.0000070781366],"category_scores_gemma":[0.00066255825,0.00008306159,0.000011493974,0.00049693516,0.00003306831,0.00010589024,0.00012771029,0.00027326736,0.000011893344],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005327854,0.0005429374,0.8758653,0.0012684377,0.00015469831,0.000020075162,0.022025768,0.000004101883,0.0065214382,0.00065847504,0.0029165298,0.08948945],"study_design_scores_gemma":[0.008448144,0.0014939992,0.9750689,0.0022229129,0.000028943741,0.0000061424344,0.008972498,0.00014264828,0.003012764,0.00014851592,0.00033265728,0.00012185087],"about_ca_topic_score_codex":0.00030312533,"about_ca_topic_score_gemma":0.00014989264,"teacher_disagreement_score":0.099203624,"about_ca_system_score_codex":0.00008144104,"about_ca_system_score_gemma":0.00007601665,"threshold_uncertainty_score":0.3387153},"labels":[],"label_agreement":null},{"id":"W2988549706","doi":"10.1093/geroni/igz038.1881","title":"AN IOT TROLLEY FOR LONG-TERM CARE FACILITIES TO PROVIDE EFFICIENCY AND REDUCE RISKS","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"IoT and Edge/Fog Computing","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Usability; Workflow; Cloud computing; Vital signs; Stakeholder; Quarter (Canadian coin); Work (physics); Health care; Sign (mathematics); Long-term care; Computer science; Nursing; Medical emergency; Medicine; Engineering; Database; Human–computer interaction","score_opus":0.03601536822442486,"score_gpt":0.323655883093157,"score_spread":0.28764051486873216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2988549706","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78311104,0.000040525967,0.21427926,0.00030609634,0.0015184842,0.00039861276,4.307142e-7,0.000074379735,0.00027118967],"genre_scores_gemma":[0.990754,3.0665788e-7,0.008609135,0.0001899399,0.00026459538,0.000025083673,0.000005725774,0.000006875149,0.00014431102],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9989258,0.000024144656,0.00030290778,0.00036147953,0.00013284152,0.0002527966],"domain_scores_gemma":[0.999362,0.000063748405,0.000078481935,0.00026822902,0.0002000916,0.000027466775],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040849822,0.00010147183,0.00012393159,0.00040035535,0.000114059425,0.00021660702,0.00031305334,0.000036408546,8.337217e-7],"category_scores_gemma":[0.00006214211,0.00010379827,0.000013575053,0.00087423733,0.000013667308,0.00029974352,0.00010693063,0.00009071718,0.0000065891963],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032506512,0.000060589256,0.3573557,0.0005023279,0.00000847704,0.0000046571286,0.07302355,0.0032568767,0.0122642005,0.008835829,0.00033010254,0.5443252],"study_design_scores_gemma":[0.0049499804,0.0011126595,0.5965469,0.0010323598,0.000009114776,0.000030102912,0.0047856085,0.3416927,0.033111766,0.0036968742,0.011204888,0.001827075],"about_ca_topic_score_codex":0.000051605653,"about_ca_topic_score_gemma":0.0000044831777,"teacher_disagreement_score":0.5424981,"about_ca_system_score_codex":0.00006553382,"about_ca_system_score_gemma":0.000064992084,"threshold_uncertainty_score":0.42327708},"labels":[],"label_agreement":null},{"id":"W2988557139","doi":"10.1093/geroni/igz038.976","title":"PAIN EXPERIENCES IN OLDER ADULTS WITH HEART FAILURE IN THE HOME HEALTHCARE SETTING AFTER HOSPITAL DISCHARGE","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Health care; Pain assessment; Physical therapy; Hospital discharge; Incidence (geometry); Population; Pain scale; Pain management; Internal medicine","score_opus":0.006370659436373522,"score_gpt":0.25467952142484457,"score_spread":0.24830886198847105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2988557139","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9272993,0.000038491948,0.00004290301,0.07142228,0.00006081088,0.0010522319,5.5546224e-7,0.00002051305,0.000062873485],"genre_scores_gemma":[0.9956283,0.0000014580722,0.0009530941,0.0028086586,0.000044383258,0.00046799835,0.000027968546,0.000010913497,0.000057240966],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99884856,0.00009288796,0.00032646875,0.00023890975,0.00023744738,0.00025572267],"domain_scores_gemma":[0.9996611,0.00005099714,0.000054614342,0.00017334083,0.000044133434,0.000015813761],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00087314984,0.00011542601,0.00016743362,0.00038709506,0.000023023764,0.000029547951,0.00005155445,0.00003896892,0.000065133536],"category_scores_gemma":[0.000029538089,0.00007464141,0.000013742472,0.0012732617,0.000018628112,0.00020051714,0.000020279529,0.00020729798,0.000013857694],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004027429,0.00010994442,0.94677025,0.000119237295,0.0000029049074,0.000028199509,0.051191367,0.0000029244886,0.000013575865,0.0002010788,0.00037774403,0.0011424982],"study_design_scores_gemma":[0.002328653,0.00021718186,0.8862529,0.001555888,0.0000022262902,0.0000040541227,0.106787845,0.00022330134,0.00003571272,0.000026430518,0.0024276944,0.00013812636],"about_ca_topic_score_codex":0.00022022495,"about_ca_topic_score_gemma":0.0005138462,"teacher_disagreement_score":0.068613626,"about_ca_system_score_codex":0.00008518464,"about_ca_system_score_gemma":0.000036391677,"threshold_uncertainty_score":0.30437884},"labels":[],"label_agreement":null},{"id":"W2988563369","doi":"10.1093/geroni/igz038.1679","title":"WELL-BEING AND ADVANCE DIRECTIVES AMONG PROLONGED MECHANICAL VENTILATION PATIENTS AT HOME VERSUS HOSPITAL","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Depression (economics); Mood; Nausea; Quartile; Mechanical ventilation; Physical therapy; Pediatrics; Emergency medicine; Internal medicine; Psychiatry","score_opus":0.006993790190568017,"score_gpt":0.2552349192400223,"score_spread":0.24824112904945428,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2988563369","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99698126,0.000021363445,0.00009723932,0.0003175079,0.00068520557,0.00057387823,9.493177e-7,0.000060691567,0.0012618887],"genre_scores_gemma":[0.9989658,0.000005256443,0.00053645566,0.00006571027,0.000052454663,0.000025995721,0.00006104917,0.000018864344,0.0002683983],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99897945,0.000022176237,0.0003173227,0.00027830695,0.00023203896,0.00017069637],"domain_scores_gemma":[0.99944663,0.00007324403,0.00014332657,0.00014760807,0.00016402661,0.000025135123],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018116814,0.00010677678,0.00015837785,0.0002506819,0.000043119402,0.000016665315,0.000038789818,0.00006535018,0.000036227673],"category_scores_gemma":[0.00023067833,0.00011276735,0.000015271564,0.00060146523,0.000031406824,0.0003318883,0.00006270193,0.00017444053,0.000026256466],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023635532,0.000065766726,0.9895154,0.00006265517,0.000014440923,0.0000036666481,0.0011823096,0.000014054669,0.0028650786,0.0005290217,0.000025915071,0.0054852823],"study_design_scores_gemma":[0.0039630905,0.00020385157,0.9888368,0.00028870587,0.000008902627,0.0000011422873,0.00013798107,0.0009395547,0.0050783027,0.0002362995,0.00017771994,0.00012763841],"about_ca_topic_score_codex":0.000011680955,"about_ca_topic_score_gemma":0.000011980791,"teacher_disagreement_score":0.005357644,"about_ca_system_score_codex":0.00021632975,"about_ca_system_score_gemma":0.000013770479,"threshold_uncertainty_score":0.45985192},"labels":[],"label_agreement":null},{"id":"W2988610680","doi":"10.1093/geroni/igz038.1420","title":"PUBLIC HEALTH AND SOCIAL SERVICES SYSTEM: THE DISENCHANTMENT OF ISOLATED SENIOR CAREGIVERS","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal","funders":"","keywords":"Psychological intervention; Disenchantment; Formal system; Social isolation; Social Welfare; Exploratory research; Focus group; Isolation (microbiology); Nursing; Public relations; Medicine; Psychology; Business; Sociology; Political science; Marketing; Computer science","score_opus":0.022480414590149985,"score_gpt":0.28216179926776885,"score_spread":0.25968138467761887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2988610680","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9899403,0.000049555812,0.0002718046,0.006721183,0.0003266748,0.00017669685,0.000004595048,0.000015474237,0.0024937366],"genre_scores_gemma":[0.999338,0.0000090575795,0.000022237717,0.00040521787,0.000058218804,0.000005523619,0.000021074577,0.000003459647,0.00013723248],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9992473,0.00010051598,0.00022429726,0.00009422079,0.00020209131,0.00013158005],"domain_scores_gemma":[0.99955696,0.000030534655,0.00016872074,0.000046168025,0.00018538184,0.000012225835],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007900963,0.000042755753,0.00008031334,0.00012938328,0.0002568051,0.000059100777,0.00008416499,0.000027241387,0.000006554245],"category_scores_gemma":[0.000007000043,0.000035886045,0.000011907078,0.0005681668,0.000040804127,0.00013673652,0.000026734453,0.00005528349,0.0000013439525],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002536161,0.0000081338,0.055201672,0.00015144175,0.0000109798675,2.716493e-7,0.12922321,0.00003518706,0.0003938305,0.8131861,0.000034253742,0.001752359],"study_design_scores_gemma":[0.0005904019,0.000051346215,0.02394298,0.00039106264,0.000004587181,0.0000013328789,0.9380699,0.025260588,0.00002211852,0.00089987664,0.01053026,0.00023554121],"about_ca_topic_score_codex":0.0021038156,"about_ca_topic_score_gemma":0.0011703379,"teacher_disagreement_score":0.81228626,"about_ca_system_score_codex":0.00017835281,"about_ca_system_score_gemma":0.00015416877,"threshold_uncertainty_score":0.31803536},"labels":[],"label_agreement":null},{"id":"W2988626178","doi":"10.1093/geroni/igz038.1960","title":"ADDRESSING SOCIAL ISOLATION OF OLDER ADULTS: THE COMMUNITY PERSPECTIVE AND CONTRIBUTION","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health and Well-being Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Regina","funders":"","keywords":"Social isolation; Isolation (microbiology); Psychological intervention; Gerontology; Psychology; Social support; Social work; Medicine; Nursing; Social psychology; Political science; Psychiatry","score_opus":0.04288504873936417,"score_gpt":0.39091063465172965,"score_spread":0.3480255859123655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2988626178","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99047965,0.00015237286,0.0010414246,0.002859354,0.00020200295,0.00023251247,0.0000030810356,0.000014714239,0.005014915],"genre_scores_gemma":[0.99929976,0.0000022749355,0.000025596852,0.000562877,0.000053956977,0.000012527566,0.0000092565315,0.000004036719,0.000029716795],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99926007,0.0002254194,0.00025704055,0.000077366014,0.000066911256,0.000113214184],"domain_scores_gemma":[0.9992587,0.00020180587,0.00017235847,0.00008168389,0.0002815095,0.000003950303],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008957993,0.000048207272,0.00009751114,0.00011725725,0.0002192957,0.000010117357,0.000041930038,0.00004690857,0.00002673762],"category_scores_gemma":[0.00014320941,0.00004040052,0.000008273568,0.00047415553,0.000057086014,0.0000704005,0.000023376497,0.00026245537,0.0000051544716],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012632157,0.00008969209,0.48843017,0.0000881403,0.000032497486,3.6008998e-7,0.27381873,0.0000055827663,0.0007983146,0.22213914,0.00057306845,0.013897997],"study_design_scores_gemma":[0.0009998683,0.00002183656,0.9506244,0.0001235486,0.000003044624,8.901387e-7,0.04548244,0.00014563964,0.00008110698,0.0023390763,0.00012903375,0.000049131064],"about_ca_topic_score_codex":0.0010119559,"about_ca_topic_score_gemma":0.000043045187,"teacher_disagreement_score":0.4621942,"about_ca_system_score_codex":0.000061251856,"about_ca_system_score_gemma":0.000015272637,"threshold_uncertainty_score":0.16866674},"labels":[],"label_agreement":null},{"id":"W2988636482","doi":"10.1093/geroni/igz038.309","title":"PERCEPTIONS OF INDIVIDUALS WHO CONFRONT AGEISM","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Impression formation; Vignette; Psychology; Perception; Competence (human resources); Social psychology; Social perception","score_opus":0.0452489308714164,"score_gpt":0.3942691052385171,"score_spread":0.3490201743671007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2988636482","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90940106,0.000044180906,0.0010571864,0.0009118342,0.00028183943,0.00014271533,0.000004384337,0.000025140345,0.08813166],"genre_scores_gemma":[0.986442,7.706215e-7,0.0002242349,0.00029652077,0.00003341104,0.000021703416,0.0000192302,0.000008534243,0.0129535375],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99903166,0.000095393734,0.00036049605,0.00017977899,0.00013092847,0.0002017488],"domain_scores_gemma":[0.99943686,0.00009014135,0.00010651715,0.00023610488,0.00011827666,0.000012077715],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00071141525,0.00006339922,0.0001514691,0.00053071236,0.000027914526,0.000009429213,0.00013080727,0.00008488432,0.002667687],"category_scores_gemma":[0.000043824144,0.000065695735,0.000016802554,0.0006872073,0.00006465629,0.000069960304,0.000035170935,0.00023862335,0.00043061914],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000060225398,0.000047948295,0.8934489,0.000014253972,0.00002105387,0.0000024633619,0.01047014,0.000011995105,0.0010869196,0.08509466,0.002461819,0.0073338063],"study_design_scores_gemma":[0.0006741621,0.000034387245,0.9879841,0.00005363494,0.0000024741062,0.000005909763,0.0064353915,0.00007408618,0.00015135432,0.0013614098,0.0031330013,0.00009007454],"about_ca_topic_score_codex":0.00018573726,"about_ca_topic_score_gemma":0.000012321876,"teacher_disagreement_score":0.0945352,"about_ca_system_score_codex":0.000028898177,"about_ca_system_score_gemma":0.000028197499,"threshold_uncertainty_score":0.998244},"labels":[],"label_agreement":null},{"id":"W2988638286","doi":"10.1093/geroni/igz038.2534","title":"A FRAMEWORK FOR CARE TRANSITIONS FOR OLDER ADULTS WITH COMPLEX HEALTH CONDITIONS","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta; University of Ottawa; University of British Columbia; London Health Sciences Centre; University of Waterloo","funders":"","keywords":"Psychological intervention; Health care; Nursing; Documentation; Transitional care; Focus group; Qualitative research; Service provider; Medicine; Psychology; Gerontology; Service (business); Sociology; Business; Computer science; Political science","score_opus":0.06905975116361542,"score_gpt":0.4552537411015714,"score_spread":0.386193989937956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2988638286","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36488515,0.0002588374,0.45132267,0.15760502,0.00173811,0.017235413,0.0017397213,0.00038535043,0.004829706],"genre_scores_gemma":[0.8975667,0.0000063277553,0.03688652,0.06057895,0.00020935724,0.0022837205,0.0022175468,0.00003980263,0.0002110949],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99822307,0.00007963153,0.00076825434,0.00027959363,0.00013197481,0.00051746034],"domain_scores_gemma":[0.99799025,0.00075659424,0.00031128127,0.00023059896,0.00066192116,0.000049353395],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042307202,0.00013148272,0.0003122729,0.00039669411,0.0007034054,0.000009793854,0.00009359655,0.00012862087,0.00026820187],"category_scores_gemma":[0.000073066614,0.00012396145,0.000038660928,0.00085224514,0.000021892956,0.00015886182,0.000013191152,0.00038949156,0.000026232306],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041660937,0.00011933445,0.11167864,0.009961174,0.000040175648,8.902353e-7,0.10089836,0.00010108752,0.000067768844,0.72100186,0.04545359,0.0102605345],"study_design_scores_gemma":[0.021329986,0.0008031244,0.5334614,0.0078439,0.00003611513,0.0000038953735,0.16478817,0.0009838899,0.00003527544,0.03680785,0.2329632,0.0009431989],"about_ca_topic_score_codex":0.00013693495,"about_ca_topic_score_gemma":0.0004894481,"teacher_disagreement_score":0.68419397,"about_ca_system_score_codex":0.00057041337,"about_ca_system_score_gemma":0.0012611485,"threshold_uncertainty_score":0.54100966},"labels":[],"label_agreement":null},{"id":"W2988648721","doi":"10.1093/geroni/igz038.3283","title":"EXPLORING PROMISING PRACTICE MODELS FOR HOUSING OLDER PERSONS EXPERIENCINGHOMELESSNESS","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; Simon Fraser University; University of Calgary","funders":"","keywords":"Thematic analysis; Psychosocial; Sustainability; Public relations; Locality; Public housing; Population; Business; Psychology; Political science; Sociology; Economic growth; Medicine; Qualitative research; Environmental health; Economics; Social science","score_opus":0.2097711806070592,"score_gpt":0.4415709340594065,"score_spread":0.2317997534523473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2988648721","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9677233,0.000059068665,0.025012193,0.0004404177,0.0011571071,0.0012398479,0.0000031341901,0.00013615163,0.004228795],"genre_scores_gemma":[0.99530107,0.000013568479,0.0030023034,0.00027315848,0.00032848478,0.00085640734,0.000015419935,0.000054080152,0.00015548355],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99800646,0.00016585417,0.0007318923,0.00033424937,0.00024097676,0.0005205806],"domain_scores_gemma":[0.99820423,0.00063116173,0.0003751952,0.00020470147,0.0005545042,0.000030209538],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015264405,0.00015213349,0.00037265892,0.0004333997,0.00057623227,0.000047487036,0.00012455869,0.00011510424,0.00004502706],"category_scores_gemma":[0.0003859359,0.0001609422,0.000031438532,0.0012869587,0.000019863692,0.0020203802,0.000065022236,0.0004145252,0.000019831794],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000061296334,0.000077238605,0.055105004,0.00074400136,0.000019136625,0.000003873848,0.845897,0.0017264688,0.0026907418,0.07976442,0.000009591356,0.013901217],"study_design_scores_gemma":[0.0013463183,0.000016613652,0.0031404085,0.0011382645,0.000008053549,1.4608975e-7,0.98131096,0.008968909,0.0006757622,0.0014033187,0.0016919437,0.0002993146],"about_ca_topic_score_codex":0.0005130546,"about_ca_topic_score_gemma":0.00015409122,"teacher_disagreement_score":0.13541393,"about_ca_system_score_codex":0.00033136783,"about_ca_system_score_gemma":0.00019785504,"threshold_uncertainty_score":0.6563033},"labels":[],"label_agreement":null},{"id":"W2988711850","doi":"10.1093/geroni/igz038.552","title":"UNDERSTANDING INTERGENERATIONALITY: THEORIES, REFLECTIONS, AND EXPERIENCES","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Pace; Field (mathematics); Sociology; Outcome (game theory); Psychology; Epistemology; Economics; Geography","score_opus":0.10224445030102246,"score_gpt":0.3654052058012878,"score_spread":0.26316075550026535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2988711850","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9652721,0.0001082064,0.011958803,0.0018631971,0.0005982658,0.000116835094,4.3069255e-7,0.000045745983,0.020036416],"genre_scores_gemma":[0.9979769,0.000042014155,0.00034217956,0.00021295846,0.00016377428,0.000021828735,0.0000040267464,0.0000034554234,0.0012328874],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99927616,0.000075992735,0.00021572341,0.00014328622,0.0001688511,0.00011998276],"domain_scores_gemma":[0.99970436,0.000076233984,0.00007522987,0.000053160536,0.00007948576,0.000011518669],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008192837,0.000052457526,0.00006981415,0.00022476977,0.0004119514,0.00010073256,0.000048210288,0.000029497327,0.00014138668],"category_scores_gemma":[0.00013719157,0.00005292379,0.000007423385,0.00091050536,0.00009981082,0.00034133953,0.000014023397,0.00006431569,0.000004157363],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000011663832,0.0000035577918,0.06575738,0.0000028970594,0.000002771125,1.1132118e-7,0.38053644,0.0000046560945,0.000086964625,0.5532975,0.00022193426,0.00008458336],"study_design_scores_gemma":[0.00045239186,0.00002499684,0.03438894,0.00010132191,0.0000046947334,0.0000013176299,0.65327555,0.0002475038,0.0005070789,0.27779934,0.032856107,0.00034077963],"about_ca_topic_score_codex":0.0020870653,"about_ca_topic_score_gemma":0.00874251,"teacher_disagreement_score":0.2754982,"about_ca_system_score_codex":0.0001354274,"about_ca_system_score_gemma":0.00006918779,"threshold_uncertainty_score":0.4878526},"labels":[],"label_agreement":null},{"id":"W2988718765","doi":"10.1093/geroni/igz038.2400","title":"CONTEMPORARY EARLY RETIREMENT FACTORS AND STRATEGIES TO ENCOURAGE AND ENABLE LONGER WORKING LIVES","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Pension; Work (physics); Health care; Population ageing; Life course approach; Business; Population; Psychology; Gerontology; Public relations; Economic growth; Medicine; Political science; Economics; Environmental health; Finance; Social psychology; Engineering","score_opus":0.19752331350468533,"score_gpt":0.39362961438904465,"score_spread":0.19610630088435932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2988718765","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9492481,0.00007565562,0.00003219966,0.0007420315,0.00019143337,0.00037440626,5.761463e-7,0.000031310603,0.049304325],"genre_scores_gemma":[0.99929935,0.000018778604,0.00008897471,0.00013807652,0.000047080557,0.000013109105,0.00000200176,0.0000061370424,0.00038646985],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990214,0.000053022693,0.000268917,0.00022488245,0.00023811418,0.00019364442],"domain_scores_gemma":[0.999678,0.00006223716,0.00007888488,0.00007934918,0.00006442531,0.000037100446],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008405168,0.00008708779,0.00011494375,0.00016724544,0.00014909382,0.0002833462,0.00007142175,0.000034711327,0.000052290976],"category_scores_gemma":[0.000058754962,0.00008216899,0.000008874497,0.0005220607,0.0000850321,0.00044180307,0.00005024995,0.00008048664,0.000004479295],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000045540073,0.000013688733,0.92703336,0.000022355447,0.000004354913,5.4572087e-7,0.056064304,0.000003829185,0.00081973034,0.015313671,0.00008155564,0.00063806964],"study_design_scores_gemma":[0.00027536118,0.000057779802,0.8493674,0.00021433538,0.00000231268,8.064664e-8,0.1402707,0.000014101173,0.0005681856,0.0048253816,0.0041937972,0.00021057593],"about_ca_topic_score_codex":0.002719262,"about_ca_topic_score_gemma":0.00033178247,"teacher_disagreement_score":0.08420639,"about_ca_system_score_codex":0.00008904974,"about_ca_system_score_gemma":0.00006015428,"threshold_uncertainty_score":0.41107288},"labels":[],"label_agreement":null},{"id":"W2988743231","doi":"10.1093/geroni/igz038.1077","title":"EARLY FRAILTY PHENOTYPES AND PREDICTIONS OF COGNITIVE AGING: EVIDENCE FROM THE VICTORIA LONGITUDINAL STUDY","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Dementia; Cognitive decline; Gerontology; Cognition; Cognitive impairment; Longitudinal study; Health and Retirement Study; Psychology; Medicine; Disease; Internal medicine; Psychiatry","score_opus":0.05988127927453442,"score_gpt":0.338252751735533,"score_spread":0.2783714724609986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2988743231","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9959076,0.00017890136,0.0011226502,0.0013371906,0.0003490491,0.0007327315,0.000013934789,0.000036652236,0.00032130856],"genre_scores_gemma":[0.99927306,0.000008170194,0.00022377803,0.00014001378,0.00016118819,0.000026519545,0.00001875219,0.00001198557,0.00013655976],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988403,0.000057212532,0.00041717032,0.0002535915,0.00030640114,0.00012533423],"domain_scores_gemma":[0.9983358,0.000855963,0.00016384739,0.00022418358,0.00040147797,0.000018756416],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004202374,0.00010393463,0.00018817677,0.00017888566,0.000051400893,0.000027510428,0.000080940554,0.000040068444,0.00009762778],"category_scores_gemma":[0.0009622841,0.00008266374,0.00001466004,0.0009996517,0.00007105512,0.00025670454,0.00006537719,0.0002703485,0.000014456877],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056646175,0.0000925952,0.98260105,0.000022236176,0.00006298299,0.000003567141,0.01359898,0.000011297702,0.0016874583,0.00014384466,0.00007806813,0.0016412531],"study_design_scores_gemma":[0.0014486667,0.00018682342,0.99239415,0.0014677894,0.00005472053,0.0000030598655,0.0033473368,0.00029527914,0.00043908408,0.00024708416,0.000043232998,0.000072753974],"about_ca_topic_score_codex":0.0014183857,"about_ca_topic_score_gemma":0.00013026723,"teacher_disagreement_score":0.010251643,"about_ca_system_score_codex":0.000047486148,"about_ca_system_score_gemma":0.00006000727,"threshold_uncertainty_score":0.33709294},"labels":[],"label_agreement":null},{"id":"W2988748102","doi":"10.1093/geroni/igz038.354","title":"BIOLOGICAL MARKERS OF AGING: CHRONIC STRESS AND COGNITIVE IMPAIRMENT IN RESPONDERS FROM THE WORLD TRADE CENTER","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cognition; Body mass index; Blood pressure; Confounding; Effects of sleep deprivation on cognitive performance; Internal medicine; Clinical psychology; Gerontology; Psychiatry","score_opus":0.021961469230729662,"score_gpt":0.2973865414569352,"score_spread":0.27542507222620555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2988748102","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9912706,0.0001732429,0.00005026862,0.006350447,0.0001043665,0.00058956136,0.000032142983,0.00001139504,0.0014179712],"genre_scores_gemma":[0.992104,0.000016500004,0.000029821354,0.0075910264,0.000027655415,0.000015539561,0.00015462076,0.000010803044,0.000050066945],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989614,0.00011312323,0.000370291,0.00022563069,0.00014353944,0.00018601154],"domain_scores_gemma":[0.9987685,0.00051410595,0.00012128584,0.000097688186,0.00048364632,0.000014752186],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033890645,0.00011387637,0.0001967328,0.0005064844,0.000017186663,0.000009563312,0.000051366133,0.000046471763,0.00012304913],"category_scores_gemma":[0.00068771676,0.00008644341,0.000025275758,0.0010334876,0.0001450741,0.00006197896,0.000041086223,0.00030296674,0.0000031650702],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040550492,0.00006605745,0.99110246,0.000042121723,0.00004406718,0.000014960096,0.001431897,0.000003896095,0.003633941,0.0003296217,0.00016907968,0.0027563705],"study_design_scores_gemma":[0.0034609546,0.00014417432,0.96908045,0.00190649,0.000011093866,0.000002471646,0.020767247,0.00013068298,0.0041128476,0.00014003828,0.00014690585,0.00009664874],"about_ca_topic_score_codex":0.00010621332,"about_ca_topic_score_gemma":0.00018256606,"teacher_disagreement_score":0.022022037,"about_ca_system_score_codex":0.00013542907,"about_ca_system_score_gemma":0.00006699225,"threshold_uncertainty_score":0.352506},"labels":[],"label_agreement":null},{"id":"W2988751934","doi":"10.1093/geroni/igz038.1827","title":"THE SAFEST REVIEW: THE SHOCK-ABSORBING FLOORING EFFECTIVENESS SYSTEMATIC REVIEW IN CARE SETTINGS","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University; St. Michael's Hospital","funders":"","keywords":"Medicine; Limiting; Systematic review; Critical appraisal; Health care; Work (physics); Falling (accident); Shock (circulatory); MEDLINE; Nursing; Alternative medicine; Engineering; Environmental health","score_opus":0.0182902614034281,"score_gpt":0.3595905081579321,"score_spread":0.341300246754504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2988751934","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.50109094,0.44414088,0.000280591,0.013281498,0.0038179206,0.024779078,0.000007713282,0.00021859407,0.012382794],"genre_scores_gemma":[0.9722782,0.019375442,0.000024643585,0.006422528,0.00010586514,0.0014571458,0.000041918316,0.000028586626,0.0002656892],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99593407,0.0017607257,0.0014206455,0.0002496941,0.000271769,0.00036309665],"domain_scores_gemma":[0.9971681,0.0013345522,0.00067448034,0.0004923296,0.00031734887,0.0000131781435],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009657202,0.00015286042,0.0004919,0.00013479097,0.00044862583,0.000020101113,0.00029687502,0.00007542958,0.000006224571],"category_scores_gemma":[0.0013110933,0.000093671995,0.000049386446,0.0018204773,0.000019727657,0.00019518887,0.0001058394,0.00079577323,0.00014431609],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000063263205,0.0000204598,0.05178918,0.93764985,0.000015985788,0.0000019944325,0.0027342315,0.000004474079,0.00067574036,0.004920019,0.00071336096,0.0014684043],"study_design_scores_gemma":[0.0004970058,0.000007919957,0.08684827,0.9060628,0.00003690662,0.0000022791128,0.003344553,0.00013165548,0.000004498435,0.00033045094,0.0025780452,0.0001556156],"about_ca_topic_score_codex":0.000103326965,"about_ca_topic_score_gemma":0.00010198203,"teacher_disagreement_score":0.47118726,"about_ca_system_score_codex":0.00038234657,"about_ca_system_score_gemma":0.000092725255,"threshold_uncertainty_score":0.3819833},"labels":[],"label_agreement":null},{"id":"W2988755146","doi":"10.1093/geroni/igz038.985","title":"A QUALITATIVE REVIEW OF OLDER ADULT PERSPECTIVES ON HEALTHY AGING IN THE CIRCUMPOLAR NORTH","year":2019,"lang":"en","type":"review","venue":"Innovation in Aging","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Circumpolar star; Subarctic climate; Arctic; Sociocultural evolution; Qualitative research; Context (archaeology); Gerontology; Geography; Ecology; Medicine; Sociology; Biology; Social science; Anthropology; Oceanography","score_opus":0.14645373376002738,"score_gpt":0.4971538897858715,"score_spread":0.35070015602584415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2988755146","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000048691236,0.9775623,0.000024402934,0.0120384665,0.00012518311,0.0011746617,0.000012631981,0.00001306858,0.0090005575],"genre_scores_gemma":[0.0031978723,0.99365884,0.000048315847,0.0027050895,0.00017128518,0.000110771936,0.000015069311,0.000014945475,0.0000778247],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961914,0.001681655,0.0010566468,0.0003089567,0.0004687498,0.00029263718],"domain_scores_gemma":[0.9974881,0.0011029027,0.0008974374,0.00023212847,0.00026561494,0.000013845148],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038252054,0.00020430301,0.0009471517,0.00062470743,0.000203619,0.000019362886,0.0003355794,0.0000864061,0.000016006388],"category_scores_gemma":[0.0016946052,0.0001405229,0.00011764648,0.0040669926,0.00022159325,0.000115898656,0.00004032754,0.0005632556,0.000017302738],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[9.750272e-7,0.000047119334,0.00021169429,0.037883583,0.000032225984,0.0000017004149,0.64285225,1.5487112e-7,2.8428344e-9,0.17534539,0.000940121,0.1426848],"study_design_scores_gemma":[0.00013622612,0.000022121849,0.00033822833,0.14523074,0.0000469286,7.948437e-7,0.24199969,2.9896302e-7,1.3633416e-8,0.0005366274,0.61146307,0.00022524693],"about_ca_topic_score_codex":0.0018856605,"about_ca_topic_score_gemma":0.0005546803,"teacher_disagreement_score":0.610523,"about_ca_system_score_codex":0.0003777902,"about_ca_system_score_gemma":0.00052020437,"threshold_uncertainty_score":0.5730358},"labels":[],"label_agreement":null},{"id":"W2988790946","doi":"10.1093/geroni/igz038.2546","title":"HOME AND COMMUNITY HEALTHCARE FOR FRAIL OLDER ADULTS: A PATIENT, CAREGIVER, AND PRACTITIONER PERSPECTIVE","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Surrey Memorial Hospital; Fraser Health","funders":"","keywords":"Thematic analysis; Focus group; Telehealth; Health care; Biopsychosocial model; Context (archaeology); Medicine; Aging in place; Independent living; Nursing; Gerontology; Psychology; Qualitative research; Telemedicine; Psychiatry","score_opus":0.021407326173837525,"score_gpt":0.3122388841682352,"score_spread":0.2908315579943977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2988790946","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9865647,0.00032339065,0.00024674184,0.011149503,0.00015024935,0.0009825381,0.000026982585,0.0000401014,0.0005157956],"genre_scores_gemma":[0.99691886,0.000024772751,0.000951067,0.0017612092,0.000040075898,0.000070936905,0.00008335173,0.00001716356,0.00013255744],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991881,0.00007226699,0.00026208357,0.00019641427,0.00012902747,0.00015205899],"domain_scores_gemma":[0.99876887,0.00022209126,0.00013345057,0.00019087021,0.0006518499,0.000032858596],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026845327,0.00010232757,0.00017540946,0.00030621237,0.00011622204,0.00002253243,0.0000305588,0.00006999329,0.000016318902],"category_scores_gemma":[0.00033815697,0.00010362687,0.000012254862,0.00047401254,0.00004947645,0.00024152962,0.000041959916,0.00043319975,0.0000027138612],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000548801,0.00040085852,0.6840661,0.002216391,0.000076320684,0.000010289887,0.25161627,0.00000620986,0.0012598418,0.015474934,0.0018029778,0.042520974],"study_design_scores_gemma":[0.011237284,0.00088112964,0.7670915,0.0028484797,0.00002357539,0.00010456468,0.20988616,0.0007033031,0.0004405689,0.0038196666,0.00259298,0.00037075125],"about_ca_topic_score_codex":0.0013633434,"about_ca_topic_score_gemma":0.00015587347,"teacher_disagreement_score":0.08302541,"about_ca_system_score_codex":0.00019166546,"about_ca_system_score_gemma":0.00005637916,"threshold_uncertainty_score":0.42257813},"labels":[],"label_agreement":null},{"id":"W2988801010","doi":"10.1093/geroni/igz038.056","title":"TRAJECTORIES OF HEALTH SYSTEM USE AND TRANSITIONS IN OLDER ADULTS WITH DEMENTIA","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; Laurentian University; Institute for Clinical Evaluative Sciences","funders":"","keywords":"Dementia; Gerontology; Medicine; Cohort; Health care; Quality of life (healthcare); Population; Nursing; Environmental health; Disease","score_opus":0.027335555025206786,"score_gpt":0.3349199516445529,"score_spread":0.3075843966193461,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2988801010","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9971149,0.00014166413,0.00071745995,0.0010091541,0.00026409858,0.0005530626,0.0000069428647,0.00002522687,0.00016750771],"genre_scores_gemma":[0.9994067,0.000005418688,0.0003930269,0.00008603944,0.000016871692,0.000029178425,0.00002523448,0.000008158382,0.000029389988],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989445,0.0001251354,0.000545964,0.00012475357,0.00009510369,0.00016453232],"domain_scores_gemma":[0.9994879,0.000077168734,0.00019503303,0.00009189273,0.00013731541,0.000010736009],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050671096,0.00005926244,0.0001798214,0.000410319,0.00007290251,0.0000055898527,0.00002447969,0.000043048512,0.000016412458],"category_scores_gemma":[0.000013997927,0.00005364785,0.0000059832323,0.0010840003,0.000013898016,0.00016462289,0.0000062937297,0.0001548037,0.0000018090576],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049181635,0.000027643593,0.93676704,0.0013112519,0.0000067547817,7.574455e-7,0.055203117,0.000020266596,0.000107401196,0.0049252496,0.00010966187,0.0014716838],"study_design_scores_gemma":[0.001696671,0.000038212544,0.9313827,0.0031603638,0.0000037279372,0.0000010332334,0.06343635,0.000084739986,0.000025996524,0.000021436479,0.00008642939,0.00006232163],"about_ca_topic_score_codex":0.0016659778,"about_ca_topic_score_gemma":0.00080781215,"teacher_disagreement_score":0.008233231,"about_ca_system_score_codex":0.0000923407,"about_ca_system_score_gemma":0.00013138408,"threshold_uncertainty_score":0.25184712},"labels":[],"label_agreement":null},{"id":"W2988828065","doi":"10.1093/geroni/igz038.2082","title":"DIFFERENCES IN HOSPITALIZATIONS, ER ADMISSIONS, AND OUTPATIENT VISITS FOR MEXICAN-AMERICANS AGE 75 AND OLDER","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Outpatient visits; Quarter (Canadian coin); Odds; Health care; Emergency department; Mexican americans; Health and Retirement Study; Odds ratio; Gerontology; Ambulatory care; Demography; Emergency medicine; Family medicine; Logistic regression; Internal medicine; Ethnic group","score_opus":0.0335119773420456,"score_gpt":0.35349355978393227,"score_spread":0.3199815824418867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2988828065","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9914411,0.00014981812,0.00038339844,0.0065725264,0.00018144671,0.00042642848,0.000004302386,0.000014892953,0.0008261341],"genre_scores_gemma":[0.9970074,0.00013475298,0.00040092622,0.0019763373,0.000028357175,0.000038357157,0.000010498437,0.000004728266,0.00039858487],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992142,0.000048603135,0.00027281264,0.00014847108,0.00012009846,0.00019586919],"domain_scores_gemma":[0.9995977,0.00017209927,0.00007899877,0.000049846814,0.000055128436,0.000046203448],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043015424,0.000057419827,0.00012649896,0.00019889233,0.00013695579,0.00005619851,0.000047290727,0.00004485069,0.00003967396],"category_scores_gemma":[0.0003950559,0.00005389717,0.0000066415855,0.0005834535,0.000032324126,0.0001867963,0.000020483343,0.0000631988,6.038429e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000018716681,0.000013768475,0.93018967,0.00004708038,0.000001171649,3.294724e-7,0.010918987,0.0000014669544,0.000004031081,0.05516334,0.00012531922,0.0035329754],"study_design_scores_gemma":[0.0003107185,0.000016402053,0.9794622,0.00015413742,0.000001122714,6.661007e-8,0.011452844,0.00018880398,0.0000052111486,0.0013866882,0.006933464,0.00008831691],"about_ca_topic_score_codex":0.0020171895,"about_ca_topic_score_gemma":0.000855607,"teacher_disagreement_score":0.05377665,"about_ca_system_score_codex":0.00005341813,"about_ca_system_score_gemma":0.00008536027,"threshold_uncertainty_score":0.30494007},"labels":[],"label_agreement":null},{"id":"W2988833489","doi":"10.1093/geroni/igz038.2135","title":"EMOTIONS AND WELL-BEING IN LATER LIFE CHILDHOOD HAPPINESS, SELF-MASTERY, AND LATER-LIFE HEALTH","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Happiness; Psychological resilience; Psychosocial; Psychology; Mental health; Developmental psychology; Educational attainment; Well-being; Life satisfaction; Early childhood; Family life; Gerontology; Clinical psychology; Medicine; Psychiatry; Social psychology","score_opus":0.02148733380347711,"score_gpt":0.3318667491211199,"score_spread":0.3103794153176428,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2988833489","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97643346,0.00018835168,0.0001617138,0.012855671,0.00028471954,0.00026881543,0.0000010896349,0.00006139168,0.009744764],"genre_scores_gemma":[0.99645257,0.0000126547475,0.00021914636,0.0023881558,0.00006480371,0.000020267958,0.000016817095,0.000017079788,0.0008085089],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985484,0.00015684513,0.00047139716,0.00035331762,0.00010225978,0.00036777477],"domain_scores_gemma":[0.9995105,0.00008343866,0.00010893939,0.00019104549,0.00005168166,0.000054344397],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008855063,0.0001205914,0.00022711695,0.0006574581,0.00008152301,0.000048454436,0.00007836165,0.000102251885,0.00016487167],"category_scores_gemma":[0.000048109654,0.00012267969,0.000008928129,0.00075691077,0.000043541062,0.00015884828,0.00007300595,0.0003899551,0.000085056854],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010486876,0.0000737553,0.9726677,0.00005942798,0.000021446891,0.0000057237316,0.016804673,0.000009728376,0.00002125341,0.0067039942,0.00043158396,0.0031902387],"study_design_scores_gemma":[0.0013510677,0.000038036185,0.99404025,0.00012172215,0.0000016753824,0.000020960086,0.0016994487,0.0004917636,0.000005251819,0.0009158329,0.0011839935,0.0001300007],"about_ca_topic_score_codex":0.00018200857,"about_ca_topic_score_gemma":0.00008299023,"teacher_disagreement_score":0.021372559,"about_ca_system_score_codex":0.000038056598,"about_ca_system_score_gemma":0.00006820754,"threshold_uncertainty_score":0.5002732},"labels":[],"label_agreement":null},{"id":"W2988834789","doi":"10.1093/geroni/igz038.3400","title":"SERVICE PROVIDERS' PERSPECTIVES OF UNDERREPORTING ABUSE OF OLDER ADULTS IN ALBERTA, CANADA","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba; University of Saskatchewan; University of Calgary","funders":"","keywords":"Elder abuse; Service provider; Exploratory research; Physical abuse; Psychology; Service (business); Medicine; Domestic violence; Suicide prevention; Poison control; Medical emergency; Business; Sociology","score_opus":0.011177230446136562,"score_gpt":0.2792399563003126,"score_spread":0.26806272585417606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2988834789","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99112463,0.000054002176,0.00001139425,0.0012492659,0.000092728405,0.00022351994,3.458945e-7,0.0000057147945,0.0072383853],"genre_scores_gemma":[0.9995985,0.000012022967,0.000055721437,0.00019049925,0.000017406432,0.0000052142063,0.0000017996331,0.0000051319057,0.00011371977],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99894196,0.00005062027,0.00047262936,0.00014415653,0.00023954855,0.00015108332],"domain_scores_gemma":[0.9991403,0.00015960178,0.0003108345,0.00009689673,0.00028234607,0.000009988648],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039958017,0.000052798925,0.00012898684,0.00023289745,0.000029790252,0.000007848795,0.00009693245,0.00003690944,0.000033756187],"category_scores_gemma":[0.000213458,0.000058487614,0.000009654441,0.002027464,0.000023668437,0.00021294046,0.0000116424035,0.00009510181,7.365378e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009223871,0.000049035858,0.60496044,0.000100444086,0.0000063527386,0.0000015688319,0.3879669,0.00015038521,0.0007120415,0.004907662,0.00003963287,0.0010963385],"study_design_scores_gemma":[0.0013468157,0.000017894461,0.32857814,0.0028425814,0.00000478215,8.60252e-7,0.65813106,0.00057238457,0.006759494,0.0010351802,0.00044104757,0.00026977615],"about_ca_topic_score_codex":0.96141994,"about_ca_topic_score_gemma":0.9885866,"teacher_disagreement_score":0.2763823,"about_ca_system_score_codex":0.00016684715,"about_ca_system_score_gemma":0.0006582678,"threshold_uncertainty_score":0.23850557},"labels":[],"label_agreement":null},{"id":"W2988858907","doi":"10.1093/geroni/igz038.1175","title":"RACE, BIOLOGICAL AGE, AND COGNITION: THE SYSTEMATIC ASSESSMENT OF GERIATRIC ELEMENTS IN ATRIAL FIBRILLATION STUDY","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Atrial fibrillation; Dementia; Medicine; Cognitive decline; Gerontology; Cognition; Cohort; Demography; Population; Cohort study; Stroke (engine); Montreal Cognitive Assessment; Internal medicine; Disease; Psychiatry; Environmental health","score_opus":0.07525001702475591,"score_gpt":0.3839554901737517,"score_spread":0.30870547314899577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2988858907","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9960312,0.00007279896,0.00015401914,0.00046576525,0.00018543731,0.0024897081,6.472962e-7,0.000014416769,0.00058600126],"genre_scores_gemma":[0.9993484,0.000024014722,0.00027194986,0.000043204323,0.00017744729,0.00000556173,0.000025568743,0.000005150048,0.000098696626],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99850494,0.00014782241,0.00087157387,0.00014962668,0.00023472747,0.000091334354],"domain_scores_gemma":[0.99919707,0.0002497186,0.00033566245,0.0001234153,0.000086406755,0.00000770787],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015535178,0.0000802928,0.00031711298,0.0004892883,0.000026121457,0.000022181877,0.000034478948,0.00003565599,0.00004160397],"category_scores_gemma":[0.00022782595,0.00005481442,0.000030611645,0.0013687378,0.000015112244,0.000092134156,0.0000458389,0.00007875394,0.0000038270764],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041013245,0.000007095204,0.9965497,0.0006112869,0.0000346625,0.000003331057,0.00026365992,0.00019217859,0.00033684247,0.0014118347,0.0000042218576,0.00054415857],"study_design_scores_gemma":[0.0031366146,0.00012129628,0.99234927,0.0005583351,0.000042905922,0.0000014331415,0.0012617043,0.00217053,0.000009829218,0.00023433984,0.00005371185,0.00006006123],"about_ca_topic_score_codex":0.0000109412595,"about_ca_topic_score_gemma":0.000004558555,"teacher_disagreement_score":0.004200476,"about_ca_system_score_codex":0.000049228478,"about_ca_system_score_gemma":0.000021842363,"threshold_uncertainty_score":0.22352672},"labels":[],"label_agreement":null},{"id":"W2988883738","doi":"10.1093/geroni/igz038.2846","title":"OUT AND ABOUT? PARTICIPATION IN OUT-OF-HOME ACTIVITIES AND PLACES AMONG PEOPLE WITH DEMENTIA IN MULTIPLE COUNTRIES","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Dementia; Psychology; Empirical research; Perception; Gerontology; Public relations; Applied psychology; Political science; Medicine; Disease","score_opus":0.018989738846153275,"score_gpt":0.3144918267260484,"score_spread":0.2955020878798951,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2988883738","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99869704,0.000081443635,0.00012857541,0.0001989322,0.00003960867,0.00042244795,0.0000018281715,0.000008134526,0.00042199504],"genre_scores_gemma":[0.9996489,0.000034627647,0.000084043044,0.00005238802,0.000008319648,0.000056080666,0.000015793941,0.000006840627,0.0000930013],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99919087,0.00003429364,0.00027487046,0.00014772096,0.0001913761,0.00016085533],"domain_scores_gemma":[0.9996547,0.00010872621,0.00008348555,0.000056986853,0.00008180331,0.000014307959],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004843326,0.00007144734,0.00016452507,0.0005364531,0.000018379842,0.000029338904,0.000019084346,0.000028745357,0.000035367568],"category_scores_gemma":[0.000059755734,0.00006414204,0.000004085165,0.00043845092,0.000067905945,0.00032069712,0.00002744834,0.00010930396,0.0000012945274],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019994848,0.00006239592,0.98909086,0.00022328469,0.000013985715,0.0000036414037,0.006570195,0.000012430265,0.0022473072,0.00015236378,0.0000029819757,0.0014206341],"study_design_scores_gemma":[0.0026974739,0.00013211773,0.9878333,0.00044574877,0.00000775677,5.270359e-7,0.0032818257,0.0012866687,0.004156106,0.00005606842,0.000034594566,0.00006776648],"about_ca_topic_score_codex":0.00019445168,"about_ca_topic_score_gemma":0.0031265388,"teacher_disagreement_score":0.003288369,"about_ca_system_score_codex":0.000033108696,"about_ca_system_score_gemma":0.000040646784,"threshold_uncertainty_score":0.26156366},"labels":[],"label_agreement":null},{"id":"W2988909860","doi":"10.1093/geroni/igz038.656","title":"USING PHOTOVOICE TO EXPLORE THE SALIENCY OF NEIGHBORHOOD LANDMARKS FOR PERSONS LIVING WITH DEMENTIA","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Photovoice; Salient; Photo elicitation; Dementia; Psychology; Perspective (graphical); Walkability; Participatory action research; Community design; Applied psychology; Computer science; Artificial intelligence; Sociology; Medicine; Physical activity; Physical medicine and rehabilitation; Knowledge management","score_opus":0.5272492188586934,"score_gpt":0.5823591108981342,"score_spread":0.05510989203944083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2988909860","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95397705,0.000015421867,0.0412181,0.00040811562,0.000092563205,0.000530155,0.0000014198506,0.00001366312,0.0037435214],"genre_scores_gemma":[0.9923654,8.143124e-7,0.0072716614,0.00017367025,0.000048744278,0.000060310194,6.172753e-7,0.0000088424695,0.000069939],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99877447,0.0002575737,0.00022145433,0.00013999529,0.00032983685,0.00027668686],"domain_scores_gemma":[0.99885994,0.00064647285,0.00010902778,0.00012310635,0.00023394881,0.000027520433],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004025496,0.00005474136,0.000096054515,0.00021548446,0.00018537608,0.000045764147,0.0001805122,0.000026667103,0.000060130427],"category_scores_gemma":[0.0014619513,0.000042507734,0.000014201392,0.0017035238,0.00006376356,0.00021348975,0.00004127683,0.00009167697,0.0000022777074],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021296262,0.000042601863,0.83136076,0.00004628081,0.000023655051,3.4572216e-7,0.10138831,0.0005515649,0.035617255,0.028410492,0.000054743115,0.0024826622],"study_design_scores_gemma":[0.0024996167,0.00062369904,0.40632224,0.002714044,0.0000959206,0.0000017485274,0.4774787,0.048739985,0.030339388,0.006560873,0.023508132,0.0011156392],"about_ca_topic_score_codex":0.00053993246,"about_ca_topic_score_gemma":0.0002409156,"teacher_disagreement_score":0.42503855,"about_ca_system_score_codex":0.000082937826,"about_ca_system_score_gemma":0.0002197576,"threshold_uncertainty_score":0.17501979},"labels":[],"label_agreement":null},{"id":"W2988931123","doi":"10.1093/geroni/igz038.498","title":"VALUE-BASED HEALTHCARE AS A FRAMEWORK OF CARE FOR OLDER ADULTS AND THEIR FAMILY CAREGIVERS","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Operationalization; CLARITY; Inclusion (mineral); Consistency (knowledge bases); Health care; Value (mathematics); Psychology; Computer science; Social psychology; Political science; Epistemology; Artificial intelligence","score_opus":0.12227129476040918,"score_gpt":0.3908524494593984,"score_spread":0.26858115469898924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2988931123","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9703299,0.001993736,0.009254634,0.015862744,0.0004736067,0.00125113,0.00021275283,0.00002520953,0.00059628487],"genre_scores_gemma":[0.98799914,0.000016387567,0.0038638469,0.007829452,0.00007010377,0.00009429538,0.000083371604,0.000022675433,0.00002070758],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9971184,0.00007755888,0.0021357876,0.00038864755,0.000052569318,0.00022704637],"domain_scores_gemma":[0.99737275,0.00077199255,0.0012962115,0.0002881785,0.00023505863,0.000035823054],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033842213,0.00012749038,0.00056106405,0.0006482485,0.00006377358,0.000027282156,0.000118353135,0.00013920382,0.000029127565],"category_scores_gemma":[0.0010605799,0.00016125705,0.00004413349,0.00054150325,0.000030064506,0.00020128845,0.000020344607,0.00014361671,0.000035035868],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007395358,0.000040512437,0.40168515,0.0050363834,0.000028546148,2.2102915e-7,0.07475488,0.000911391,0.000010556625,0.5134385,0.000409361,0.0036104904],"study_design_scores_gemma":[0.012304296,0.00067015964,0.41535383,0.0089818025,0.000009069783,0.0000030314868,0.3566281,0.044866715,0.00041124993,0.12895142,0.030203205,0.0016171192],"about_ca_topic_score_codex":0.0016503967,"about_ca_topic_score_gemma":0.000058750567,"teacher_disagreement_score":0.38448712,"about_ca_system_score_codex":0.0003250352,"about_ca_system_score_gemma":0.0001743609,"threshold_uncertainty_score":0.6575871},"labels":[],"label_agreement":null},{"id":"W2988976680","doi":"10.1093/geroni/igz038.2944","title":"COMPARISON OF A FRAILTY INDEX WITH CARDIOVASCULAR RISK SCORES IN PREDICTING CARDIOVASCULAR DISEASE MORTALITY","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Framingham Risk Score; Hazard ratio; Internal medicine; National Health and Nutrition Examination Survey; Disease; Diabetes mellitus; National Death Index; Cardiology; Receiver operating characteristic; Risk assessment; Confidence interval; Endocrinology; Population; Environmental health","score_opus":0.03711469151354488,"score_gpt":0.3144127599235457,"score_spread":0.2772980684100008,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2988976680","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9933768,0.0012074618,0.0036488674,0.000071731614,0.0001406458,0.00091612973,0.000013094657,0.00006125621,0.00056402566],"genre_scores_gemma":[0.9992437,0.000018262539,0.00046397888,0.000044499564,0.0000705553,0.000050103004,0.00005550126,0.00003164087,0.000021774038],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99718934,0.00013836368,0.00088262424,0.00046868186,0.0010326244,0.00028838715],"domain_scores_gemma":[0.9982831,0.00007679279,0.00025374896,0.001014019,0.00031477425,0.000057596175],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00153727,0.00019733686,0.0007926584,0.0006870087,0.000030297511,0.000016500533,0.00012320881,0.000087012064,0.000020981835],"category_scores_gemma":[0.00054105825,0.00018493869,0.00018627841,0.0023034692,0.000077116616,0.00021772113,0.00006304609,0.0005379015,0.00000565885],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010128737,0.00011990962,0.9174445,0.0004387944,0.0006985969,0.000039297483,0.0012191271,0.07402504,0.000119563374,0.00005826778,0.000010356882,0.005725219],"study_design_scores_gemma":[0.0035288597,0.00005588643,0.9728989,0.0012533716,0.00021288189,0.000004864518,0.00070680724,0.020203676,0.00065615645,0.000081478735,0.0002208729,0.00017627107],"about_ca_topic_score_codex":0.002639961,"about_ca_topic_score_gemma":0.0001289052,"teacher_disagreement_score":0.05545434,"about_ca_system_score_codex":0.00017747309,"about_ca_system_score_gemma":0.00017079289,"threshold_uncertainty_score":0.7541581},"labels":[],"label_agreement":null},{"id":"W2989008701","doi":"10.1093/geroni/igz038.213","title":"AEROBIC TRAINING, THE DEFAULT MODE NETWORK, AND COGNITION IN OLDER ADULTS WITH MILD VASCULAR COGNITIVE IMPAIRMENT","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Default mode network; Cognition; Cognitive training; Functional magnetic resonance imaging; Aerobic exercise; Psychology; Resting state fMRI; Cognitive decline; Physical medicine and rehabilitation; Effects of sleep deprivation on cognitive performance; Montreal Cognitive Assessment; Medicine; Audiology; Physical therapy; Neuroscience; Cognitive impairment; Dementia; Disease; Internal medicine","score_opus":0.010476465556476614,"score_gpt":0.2505513611190929,"score_spread":0.24007489556261627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2989008701","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99724454,0.0001375379,0.00037864546,0.00028889277,0.000046156205,0.0010711309,0.0000024196952,0.000024848036,0.0008058336],"genre_scores_gemma":[0.9980928,0.000025116326,0.000071018825,0.0014604792,0.0000644576,0.00010963063,0.00013195917,0.000015994205,0.00002855475],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99904543,0.000049405266,0.00026085525,0.00022950742,0.00020940039,0.00020539582],"domain_scores_gemma":[0.99960643,0.00005141234,0.0000696262,0.00012003944,0.00012714954,0.000025366542],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031337416,0.00011671619,0.00017088735,0.00018202743,0.000037453014,0.000023267394,0.00002965046,0.000037479378,0.000054786167],"category_scores_gemma":[0.000021575943,0.00008495928,0.00003011391,0.0006887914,0.0000419967,0.00011609196,0.000017271856,0.00017569192,0.0000069546168],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029063135,0.00023374791,0.970677,0.00023206935,0.00013240853,0.000010648363,0.013533522,0.0009574307,0.00011851405,0.0003684849,0.000119096396,0.013326439],"study_design_scores_gemma":[0.008723517,0.00012089314,0.97284716,0.002734161,0.00006945885,0.00003031901,0.011512929,0.0034918366,0.00013493247,0.000119145734,0.00005748472,0.00015816768],"about_ca_topic_score_codex":0.000067353074,"about_ca_topic_score_gemma":0.00011051261,"teacher_disagreement_score":0.013168271,"about_ca_system_score_codex":0.00003805519,"about_ca_system_score_gemma":0.00005647615,"threshold_uncertainty_score":0.3464539},"labels":[],"label_agreement":null},{"id":"W2989029127","doi":"10.1093/geroni/igz038.1233","title":"HOW DOES MODE OF SERVICE DELIVERY IMPACT CAREGIVER STRAIN? A MIXED-METHODS STUDY OF CAREGIVERS IN LOS ANGELES","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Phone; Flexibility (engineering); Service (business); Psychological intervention; Quarter (Canadian coin); Family caregivers; Service delivery framework; Caregiver burden; Psychology; Medicine; Nursing; Perception; Gerontology; Disease; Marketing","score_opus":0.0183310333411762,"score_gpt":0.3505187595015696,"score_spread":0.3321877261603934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2989029127","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99826497,0.000021110542,0.000163584,0.0004925942,0.00016131134,0.0005047174,0.000036736907,0.000044670127,0.00031029593],"genre_scores_gemma":[0.99895436,0.000002820351,0.00094292755,0.000027423179,0.000014348058,0.000011887845,0.000005718589,0.000009656411,0.00003084445],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99856544,0.00029497474,0.00037335017,0.00024323433,0.0002922718,0.00023075122],"domain_scores_gemma":[0.99881715,0.00016904909,0.0003137444,0.0002385982,0.00044623256,0.000015234644],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008328901,0.00011121183,0.00026622164,0.0009737279,0.000039583778,0.000020591036,0.00031669362,0.00012602992,0.000014911096],"category_scores_gemma":[0.00018975651,0.00010169651,0.000024889388,0.003300685,0.00009717386,0.00042491476,0.00007756288,0.00019782242,4.1182025e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021147061,0.0001778132,0.7776785,0.00008527293,0.000034012613,0.000005083296,0.18318903,0.0006986641,0.01754668,0.0021314938,0.00004424904,0.018388076],"study_design_scores_gemma":[0.0015715716,0.00008418143,0.26433694,0.00022022797,0.000010201967,3.890932e-7,0.72636163,0.00040209168,0.0052553816,0.0014639231,0.00009092462,0.00020254953],"about_ca_topic_score_codex":0.02773023,"about_ca_topic_score_gemma":0.09769143,"teacher_disagreement_score":0.5431726,"about_ca_system_score_codex":0.00021900565,"about_ca_system_score_gemma":0.0001575564,"threshold_uncertainty_score":0.9787442},"labels":[],"label_agreement":null},{"id":"W2989092126","doi":"10.1093/geroni/igz038.3285","title":"SOCIAL FRAILTY IN RECENTLY RELOCATED SEMI-INDEPENDENT OLDER ADULTS","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Dalhousie University; Mount Allison University; Université de Moncton","funders":"","keywords":"Relocation; Gerontology; Thematic analysis; Social support; Social isolation; Social vulnerability; Population; Vulnerability (computing); Psychology; Qualitative research; Medicine; Sociology; Social psychology; Environmental health; Psychological resilience","score_opus":0.023428157435132,"score_gpt":0.3081648555253195,"score_spread":0.28473669809018753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2989092126","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98697853,0.00003526036,0.00011547189,0.0058192313,0.00041143328,0.00069423835,0.00000230566,0.00009928534,0.005844271],"genre_scores_gemma":[0.9962461,0.000006381716,0.000223483,0.0014762408,0.00013508789,0.00003483325,0.00012704902,0.00003255867,0.0017182886],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99806833,0.000035586894,0.000747753,0.00038388825,0.000422598,0.00034186296],"domain_scores_gemma":[0.99922276,0.000050821833,0.00017468065,0.00024357258,0.0002796007,0.000028544991],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005207485,0.00016278993,0.0002786565,0.0007768697,0.000032348693,0.000020245561,0.00010948834,0.00018053722,0.00033366535],"category_scores_gemma":[0.00022419478,0.0001755303,0.00002806766,0.0025193705,0.00002684431,0.00019129606,0.000055168366,0.0005843762,0.00020188684],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025875945,0.00031730643,0.93438184,0.00033631639,0.000026210702,0.00007915028,0.010243823,0.000080078345,0.011215995,0.0020175143,0.0038285966,0.03721438],"study_design_scores_gemma":[0.00790891,0.000048390153,0.98016244,0.0015064428,0.000006149567,0.000022129192,0.0013860229,0.0017343704,0.0044583743,0.00041545334,0.0020872978,0.00026402978],"about_ca_topic_score_codex":0.00028720126,"about_ca_topic_score_gemma":0.000115883726,"teacher_disagreement_score":0.045780562,"about_ca_system_score_codex":0.00041982208,"about_ca_system_score_gemma":0.000119212935,"threshold_uncertainty_score":0.71579176},"labels":[],"label_agreement":null},{"id":"W2989148112","doi":"10.1093/geroni/igz038.1347","title":"THE EFFECTIVENESS OF A PEER-BASED INTERVENTION ON SOCIALLY ISOLATED OLDER CHINESE IMMIGRANTS IN CANADA","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"BC Non-Profit Housing Association","funders":"","keywords":"Loneliness; Psychosocial; Psychological intervention; Intervention (counseling); Social support; Peer support; Randomized controlled trial; Medicine; Population; Gerontology; Happiness; Life satisfaction; Psychology; Social isolation; Psychological resilience; Clinical psychology; Nursing; Psychiatry; Social psychology; Environmental health","score_opus":0.01140187134800896,"score_gpt":0.32919220237131525,"score_spread":0.3177903310233063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2989148112","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9945258,0.000015215168,0.000070269176,0.0033641718,0.00052518776,0.0003156422,0.000002053465,0.0000066373163,0.0011750462],"genre_scores_gemma":[0.99937886,0.0000019435442,0.0000050598933,0.00047324653,0.000016757127,0.00001574609,0.000005615226,0.0000041450135,0.000098655684],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987256,0.0003694486,0.00034053563,0.00008865083,0.0002885347,0.0001872496],"domain_scores_gemma":[0.9988673,0.0007621403,0.00012664935,0.000067375455,0.00016523931,0.000011297515],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031382935,0.000050815386,0.000114437324,0.00012899714,0.00010082557,0.000020850304,0.00010234552,0.00003337313,0.000022993423],"category_scores_gemma":[0.00060330186,0.000040643896,0.000018125716,0.0011343814,0.000022484108,0.00007414566,0.000008796375,0.00012072595,0.0000016520439],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054224787,0.000019940093,0.9801973,0.000111558045,0.0000025174654,6.9745806e-7,0.001485341,0.00023282944,0.000033453864,0.01516333,0.000023375656,0.002675407],"study_design_scores_gemma":[0.00063543755,0.00000863397,0.9946011,0.00039343667,4.247961e-7,1.7267462e-8,0.0027240855,0.0005036359,0.000049174916,0.00085088226,0.0001867842,0.000046414272],"about_ca_topic_score_codex":0.9427458,"about_ca_topic_score_gemma":0.9760124,"teacher_disagreement_score":0.033266634,"about_ca_system_score_codex":0.0005893319,"about_ca_system_score_gemma":0.0010605355,"threshold_uncertainty_score":0.18813446},"labels":[],"label_agreement":null},{"id":"W2989170252","doi":"10.1093/geroni/igz038.1272","title":"LIFE COURSE PATHWAYS OF CHILDHOOD SOCIOECONOMIC STATUS TOWARD CLINICAL RISK FACTORS FOR WORSE KIDNEY FUNCTION","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Global Health Care Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Stressor; Affect (linguistics); Socioeconomic status; Life course approach; Early childhood; Young adult; Psychology; Mediator; Gerontology; Medicine; Developmental psychology; Demography; Clinical psychology; Internal medicine; Environmental health","score_opus":0.08337412188816354,"score_gpt":0.44070562953650194,"score_spread":0.35733150764833843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2989170252","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99017197,0.00007825885,0.00076034485,0.0013759768,0.0047600153,0.0016529331,0.00025354378,0.00010064235,0.00084634207],"genre_scores_gemma":[0.993956,0.00005195422,0.0005649665,0.0046043354,0.00036198035,0.00008101939,0.0002585716,0.000033296223,0.000087818684],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99651885,0.00035513312,0.0020294345,0.00035635656,0.00017449792,0.00056575425],"domain_scores_gemma":[0.9965333,0.001125337,0.0013270475,0.00030202811,0.000520483,0.00019181338],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025817056,0.00016434658,0.0004562516,0.00029787867,0.00018504604,0.0000074500663,0.00012640092,0.00030383407,0.00037041501],"category_scores_gemma":[0.0029304083,0.00016516204,0.00007586216,0.0004766277,0.00004243089,0.00022733386,0.00006382469,0.0007516007,0.0003350212],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000082663544,0.000097202406,0.9718536,0.00027091993,0.00003123074,8.458677e-8,0.005888367,0.0000712974,0.000020468886,0.005485715,0.014656985,0.0015414322],"study_design_scores_gemma":[0.0023201834,0.00016344553,0.96237403,0.00029664827,0.000023400606,5.3653288e-8,0.013044964,0.00030006218,0.000017817392,0.0025602053,0.018738838,0.0001603317],"about_ca_topic_score_codex":0.00057275634,"about_ca_topic_score_gemma":0.00004492653,"teacher_disagreement_score":0.009479582,"about_ca_system_score_codex":0.00028903948,"about_ca_system_score_gemma":0.0018788091,"threshold_uncertainty_score":0.67351127},"labels":[],"label_agreement":null},{"id":"W2989225925","doi":"10.1093/geroni/igz038.1660","title":"BETTER LIVING THROUGH TECH: TECHNOLOGY-MEDIATED RECREATION AND LONG-TERM CARE FACILITY RESIDENTS’ QUALITY OF LIFE","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Recreation; Quality of life (healthcare); Long-term care; Gerontology; Quality (philosophy); Medicine; Psychology; Recreational therapy; Baseline (sea); Nursing","score_opus":0.05942661501843386,"score_gpt":0.4030040067360081,"score_spread":0.34357739171757423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2989225925","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99602276,0.0003061649,0.0004764436,0.0014543908,0.00040413553,0.0005131902,0.000017224045,0.00009917549,0.00070648926],"genre_scores_gemma":[0.99911284,0.00002696123,0.00035738718,0.00021853617,0.00004354868,0.000031724077,0.00010169201,0.000008368146,0.000098962104],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982569,0.0001973924,0.0008933675,0.00025044387,0.00018460839,0.00021726936],"domain_scores_gemma":[0.9983904,0.00039600892,0.00044488383,0.00027232183,0.00048132928,0.000015100826],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008794019,0.00010125032,0.00026688704,0.0005043595,0.00013079307,0.0000086018445,0.00008543552,0.00023921854,0.000113658745],"category_scores_gemma":[0.0011063069,0.00010260316,0.000016263311,0.0015648712,0.000055636632,0.00023164086,0.000084664134,0.00040226115,0.000027872218],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019212375,0.000012864512,0.9807623,0.0005994108,0.0000066982257,3.0130843e-7,0.010710586,7.21471e-7,0.0041559683,0.00035078952,0.00012072979,0.0032604365],"study_design_scores_gemma":[0.000500891,0.000017991199,0.9855013,0.00063997915,0.0000040341424,2.177039e-7,0.01238607,0.0000031786774,0.0003019203,0.0004735111,0.00007285548,0.000098037046],"about_ca_topic_score_codex":0.00073507644,"about_ca_topic_score_gemma":0.00014421664,"teacher_disagreement_score":0.0047390335,"about_ca_system_score_codex":0.00015465755,"about_ca_system_score_gemma":0.00012713837,"threshold_uncertainty_score":0.41840354},"labels":[],"label_agreement":null},{"id":"W2989340575","doi":"10.1093/geroni/igz038.1478","title":"EXPLORING THE CRITICAL CONTRIBUTIONS OF ARTS-BASED APPROACHES IN RURAL DEMENTIA CARE","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Art Therapy and Mental Health","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Brandon University","funders":"","keywords":"Dementia; The arts; Dance; Rural community; Ballet; Value (mathematics); Sociology; Psychology; Gerontology; Health care; Medicine; Political science; Visual arts; Socioeconomics; Art","score_opus":0.20133011245522192,"score_gpt":0.3471858534861549,"score_spread":0.14585574103093296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2989340575","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9932638,0.00010327029,0.00015564356,0.0012997678,0.0003032343,0.00018946923,0.000009491061,0.000012352994,0.0046630003],"genre_scores_gemma":[0.9995168,0.0000020470195,0.000035125187,0.00027881752,0.000062130675,0.00004932444,0.000026721062,0.000004480277,0.00002455917],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99941075,0.000031069652,0.00028066384,0.00006431499,0.00008627431,0.00012694274],"domain_scores_gemma":[0.9997123,0.00008148468,0.000044197834,0.00007700298,0.00007851512,0.0000065219015],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028571367,0.00004798,0.00007769643,0.00014905346,0.00010253194,0.000020823152,0.00005207154,0.000009879135,0.00011935205],"category_scores_gemma":[0.000018818368,0.000038093192,0.0000134866195,0.00014043326,0.00007068656,0.00020166492,0.000011788083,0.00010338297,0.0000067673313],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015000512,0.000039662147,0.020490997,0.00008000328,0.0000039226575,3.1940752e-7,0.04214209,0.00011450432,0.00029872218,0.9330522,0.000010330997,0.0037522702],"study_design_scores_gemma":[0.0058300537,0.00036267744,0.091691956,0.0021519559,0.000032798092,0.000001996115,0.7628644,0.007138521,0.040334318,0.015280131,0.07352585,0.0007853102],"about_ca_topic_score_codex":0.00017990201,"about_ca_topic_score_gemma":0.00032952937,"teacher_disagreement_score":0.91777205,"about_ca_system_score_codex":0.00005659642,"about_ca_system_score_gemma":0.000031311025,"threshold_uncertainty_score":0.15533954},"labels":[],"label_agreement":null},{"id":"W2989348021","doi":"10.1093/geroni/igz038.2620","title":"MIDDLE-AGED AND OLDER LATINOS’ SATISFACTION OF BAILAMOS LATIN DANCE PROGRAM","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Diversity and Impact of Dance","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Dance; Feeling; Likert scale; Psychology; Enthusiasm; Dance therapy; Gerontology; Physical therapy; Medicine; Social psychology; Developmental psychology; Art; Visual arts","score_opus":0.037024030979767183,"score_gpt":0.30904880041534466,"score_spread":0.27202476943557746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2989348021","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9881486,0.000028412096,0.00017744287,0.0001572474,0.0002914298,0.00028392568,0.000003451221,0.000038256025,0.010871218],"genre_scores_gemma":[0.9978361,0.0000017168861,0.0011888812,0.00015399768,0.000020230264,0.00000786624,0.000008756726,0.000006027851,0.00077638414],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993414,0.000033516448,0.00024815896,0.00015075228,0.000100841615,0.00012527997],"domain_scores_gemma":[0.99958587,0.00004680539,0.00017214545,0.00013054947,0.00005422162,0.000010414007],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022812672,0.00006481262,0.00010684637,0.00020206218,0.000025443693,0.000020553141,0.000047464164,0.00005419467,0.00032704647],"category_scores_gemma":[0.00003280853,0.00007222889,0.000009488391,0.00065146526,0.00003214939,0.00022810152,0.000022140608,0.0001293965,0.000034600675],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001783753,0.00004264987,0.94513243,0.00004613869,0.000009569735,8.9409997e-7,0.0030878314,0.000010982584,0.0034776486,0.0077958973,0.0001896571,0.040188447],"study_design_scores_gemma":[0.0007553467,0.000049700764,0.99696004,0.00011712069,0.0000023439147,0.0000014183207,0.0007936226,0.00008310426,0.0005034349,0.00022203464,0.00043609098,0.00007572602],"about_ca_topic_score_codex":0.000185253,"about_ca_topic_score_gemma":0.000018031338,"teacher_disagreement_score":0.05182761,"about_ca_system_score_codex":0.000019993458,"about_ca_system_score_gemma":0.000009516146,"threshold_uncertainty_score":0.35809296},"labels":[],"label_agreement":null},{"id":"W2989383931","doi":"10.1093/geroni/igz038.1160","title":"HEALTHCARE PROVIDERS’ EXPERIENCES IN CARING FOR OLDER ADULTS WITH MULTIPLE CHRONIC CONDITIONS","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Prince Edward Island; University of Alberta; University of Waterloo; McMaster University","funders":"","keywords":"Thematic analysis; Health care; Nursing; Qualitative research; Chronic care; Medicine; Psychology; Primary care; Family medicine; Sociology","score_opus":0.02870954173906088,"score_gpt":0.3288290994299063,"score_spread":0.3001195576908454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2989383931","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99467427,0.000105294515,0.00034363806,0.0020898436,0.000116549425,0.0017424179,0.000003378413,0.000050923314,0.00087368983],"genre_scores_gemma":[0.998332,0.0000027780654,0.00025170398,0.0003486484,0.0000509718,0.00072351337,0.00014282562,0.000013736593,0.00013382219],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99909043,0.000009749871,0.00029669038,0.00024617714,0.00014177764,0.00021517748],"domain_scores_gemma":[0.999592,0.000046336274,0.000089967456,0.00015120233,0.00010244601,0.000018046761],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012641822,0.000089786234,0.0001389113,0.00041518247,0.000034989265,0.000028538858,0.000048422342,0.000028003054,0.00007104392],"category_scores_gemma":[0.00004222132,0.00008408624,0.000013059658,0.0008287844,0.00003142523,0.00026212746,0.000018497813,0.00009913489,0.0000043602527],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002213538,0.00015768477,0.94362044,0.0032290115,0.000028598874,0.000022787684,0.032165196,0.0011416108,0.00044497979,0.012760159,0.00030578996,0.005902386],"study_design_scores_gemma":[0.016731547,0.000325077,0.7748863,0.0062761507,0.000016055461,0.000007076976,0.17967056,0.01944531,0.0009869006,0.0003456514,0.0009511487,0.0003581949],"about_ca_topic_score_codex":0.00040088108,"about_ca_topic_score_gemma":0.0006657413,"teacher_disagreement_score":0.1687341,"about_ca_system_score_codex":0.00034319764,"about_ca_system_score_gemma":0.00025744288,"threshold_uncertainty_score":0.34289375},"labels":[],"label_agreement":null},{"id":"W2989453251","doi":"10.1093/geroni/igz038.057","title":"COMORBIDITY IN NEURODEGENERATIVE DISEASES AND MENTAL HEALTH CONDITIONS: IMPLICATIONS FOR HEALTH SYSTEM BURDEN","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; University of Manitoba; Institute for Clinical Evaluative Sciences; University of Toronto; University of Waterloo","funders":"","keywords":"Dementia; Psychiatry; Schizophrenia (object-oriented programming); Anxiety; Medicine; Disease; Depression (economics); Comorbidity; Mood disorders; Population; Mood; Cohort; Environmental health","score_opus":0.036425401375991616,"score_gpt":0.39763212766006345,"score_spread":0.36120672628407186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2989453251","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9529708,0.0001951366,0.0008885766,0.043434057,0.00007821333,0.00195816,0.00016499875,0.000029072373,0.00028098852],"genre_scores_gemma":[0.99697095,0.000049432707,0.00018103523,0.0017782187,0.000043087155,0.00026461633,0.00060196826,0.000008576073,0.00010212122],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99903715,0.000073239484,0.00037002846,0.00020755935,0.000111912734,0.00020012974],"domain_scores_gemma":[0.9995565,0.00005848364,0.00010872402,0.000096932,0.00013106679,0.000048330785],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043369757,0.00006906637,0.00017507571,0.00040527259,0.00010021288,0.000024052115,0.000029791,0.000014882906,0.000016688571],"category_scores_gemma":[0.000042754113,0.00006950634,0.000012818714,0.0006346158,0.000026449521,0.00011021716,0.000024072295,0.00009222939,0.000003865007],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003811326,0.00010434115,0.97182554,0.0005145739,0.000010093713,6.9981775e-7,0.0005910864,0.000008421564,0.0017108169,0.018698765,0.0012652298,0.0052323435],"study_design_scores_gemma":[0.0021450906,0.00019706298,0.9930638,0.00034808103,0.0000019908937,0.000008790454,0.0014431113,0.0012196668,0.000104312545,0.00025272171,0.0011577065,0.000057636495],"about_ca_topic_score_codex":0.00013133512,"about_ca_topic_score_gemma":0.000022899778,"teacher_disagreement_score":0.04400015,"about_ca_system_score_codex":0.0002858599,"about_ca_system_score_gemma":0.00023547761,"threshold_uncertainty_score":0.28343862},"labels":[],"label_agreement":null},{"id":"W2989475988","doi":"10.1093/geroni/igz038.775","title":"WOMEN'S EXPERIENCES OF AGING AND SOCIAL CONNECTEDNESS","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Social connectedness; Psychology; Successful aging; Gerontology; Life expectancy; Psychosocial; Developmental psychology; Life satisfaction; Feeling; Social psychology; Sociology; Medicine; Demography; Psychotherapist","score_opus":0.04958599399221158,"score_gpt":0.3797901460356114,"score_spread":0.3302041520433998,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2989475988","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9926477,0.00004803992,0.00012174505,0.00045022968,0.00033282395,0.000072031406,4.6476455e-7,0.000021241973,0.006305725],"genre_scores_gemma":[0.9988084,2.4540145e-7,0.00003236622,0.00016743827,0.00003458465,0.000064895496,0.000002637155,0.000005402318,0.0008840212],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9992332,0.00006789537,0.0002340607,0.0001663277,0.00009216688,0.00020638],"domain_scores_gemma":[0.9996577,0.000088119814,0.00008708522,0.00008244923,0.00007679463,0.000007855054],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053136045,0.000053548083,0.00012797241,0.00031058697,0.000042522635,0.0000114765135,0.00007758904,0.00005270184,0.0006308084],"category_scores_gemma":[0.000024812027,0.000054581757,0.000006066391,0.0005926261,0.00009999459,0.000074935284,0.000032544594,0.00013383738,0.000017184575],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022162965,0.000033406886,0.29773086,0.000044784498,0.000016580172,0.00000459958,0.64075196,9.854107e-7,0.00083105534,0.049394988,0.00015940642,0.011009221],"study_design_scores_gemma":[0.0011944034,0.000052780026,0.16113341,0.00004475249,0.0000013160375,0.000009669959,0.83449316,0.000093093426,0.0008121186,0.0012203488,0.0007789607,0.00016599993],"about_ca_topic_score_codex":0.000040910018,"about_ca_topic_score_gemma":0.0000024037392,"teacher_disagreement_score":0.19374119,"about_ca_system_score_codex":0.000025473757,"about_ca_system_score_gemma":0.000018905948,"threshold_uncertainty_score":0.690691},"labels":[],"label_agreement":null},{"id":"W2989496457","doi":"10.1093/geroni/igz038.3500","title":"EXPLORING OLDER ADULTS’ EXPERIENCES IN CARE TRANSITIONS","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Social connectedness; Independent living; Gerontology; Health care; Older people; Aging in place; Psychology; Medicine; Social psychology; Political science","score_opus":0.08690972915448211,"score_gpt":0.37903699945521524,"score_spread":0.29212727030073316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2989496457","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9928509,0.00010085544,0.000108921384,0.0008099307,0.0016186513,0.000403683,0.0000015496521,0.000054344076,0.004051166],"genre_scores_gemma":[0.99900395,0.000009179495,0.00015750402,0.00018317775,0.00010972306,0.00039737666,0.000028672272,0.000010548088,0.00009985158],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9988805,0.00007282243,0.0004789234,0.00018698996,0.00012605859,0.00025470488],"domain_scores_gemma":[0.9995635,0.00007508508,0.000081717924,0.00012928374,0.00013712322,0.0000132848445],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000242759,0.00007474003,0.0001291416,0.00062746566,0.000116641146,0.000007634657,0.000068073816,0.000056218894,0.0003013398],"category_scores_gemma":[0.000032176078,0.00007738905,0.00001480269,0.0018013269,0.000011535634,0.00033314346,0.00001488081,0.00029883868,0.00006857082],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016940148,0.000017544167,0.16728443,0.00017836277,0.0000011421108,0.000002656549,0.82123184,0.000034544126,0.0002338908,0.0010708147,0.0001155881,0.00981222],"study_design_scores_gemma":[0.00084981945,0.000010935937,0.19842747,0.00096467766,9.008724e-7,2.9448333e-7,0.79856193,0.00004183944,0.00017018386,0.000051911356,0.00082123507,0.000098788776],"about_ca_topic_score_codex":0.00048107296,"about_ca_topic_score_gemma":0.00023796894,"teacher_disagreement_score":0.031143034,"about_ca_system_score_codex":0.00016534225,"about_ca_system_score_gemma":0.00008241853,"threshold_uncertainty_score":0.32994595},"labels":[],"label_agreement":null},{"id":"W2989538991","doi":"10.1093/geroni/igz038.3323","title":"THE IMPORTANCE OF MAINTAINING PHYSICAL ACTIVITY FOR TRANSITIONS BETWEEN COGNITIVE STATES: A COORDINATED ANALYSIS","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Life expectancy; Cognition; Cognitive decline; Gerontology; Demographics; Cognitive impairment; Expectancy theory; Disease; Medicine; Demography; Psychology; Pathological; Physical activity; Dementia; Internal medicine; Physical medicine and rehabilitation; Psychiatry; Environmental health","score_opus":0.022465138209897473,"score_gpt":0.3181909680711958,"score_spread":0.2957258298612983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2989538991","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92120093,0.0000020095717,0.07665801,0.00081552175,0.000016632137,0.00057637756,0.000053681953,0.000015677493,0.00066116685],"genre_scores_gemma":[0.9993903,0.0000022769789,0.00021504083,0.00017272042,0.000015629037,0.00007895168,0.000072505565,0.000012073273,0.000040507653],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99873644,0.00010098317,0.00033739902,0.00033440735,0.00020974404,0.00028103494],"domain_scores_gemma":[0.99870723,0.0007903543,0.00027886863,0.00016286563,0.00003647986,0.000024179943],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011905542,0.00010747572,0.00021490453,0.00016533882,0.00015340588,0.000018090004,0.00010469553,0.000033940345,0.00007660936],"category_scores_gemma":[0.00014390367,0.00009710613,0.000054683755,0.002468195,0.00014332785,0.00025272928,0.00004278753,0.00018705103,0.000016518732],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025691432,0.00006147249,0.9707781,0.000012444696,0.000088579196,6.5799765e-7,0.0022514411,0.0036095171,0.0039034435,0.00043884193,0.0000064015217,0.01882342],"study_design_scores_gemma":[0.00065909966,0.000048571863,0.95367527,0.00004466328,0.00008430527,2.0955945e-7,0.0025892959,0.035881028,0.004642861,0.0021116233,0.000109525914,0.00015353039],"about_ca_topic_score_codex":0.00012188632,"about_ca_topic_score_gemma":0.00010275747,"teacher_disagreement_score":0.07818937,"about_ca_system_score_codex":0.00020781904,"about_ca_system_score_gemma":0.00001824175,"threshold_uncertainty_score":0.3959873},"labels":[],"label_agreement":null},{"id":"W2989549103","doi":"10.1093/geroni/igz038.507","title":"DOES THE ASSOCIATION BETWEEN AGE AND MAJOR ILLNESS VARY BY NATIONAL HEALTHCARE QUALITY?","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Global Health Care Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Health care; Logistic regression; Disease; Medicine; Quality of life (healthcare); Gerontology; Quality (philosophy); Environmental health; Demography; Economic growth; Nursing","score_opus":0.05794543741522937,"score_gpt":0.45853508115861885,"score_spread":0.40058964374338946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2989549103","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.942128,0.00010984931,0.000059922855,0.051640645,0.001224733,0.00090935366,0.00012139679,0.00008029385,0.0037257767],"genre_scores_gemma":[0.98844105,0.00001667109,0.000100618614,0.008371466,0.00034236207,0.00008885099,0.0002458364,0.000016027083,0.0023771469],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969939,0.00077867124,0.0009709352,0.00026194713,0.0005982752,0.0003962504],"domain_scores_gemma":[0.99693465,0.0015740112,0.000594371,0.00016188457,0.0006990419,0.0000360283],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004565817,0.00011532925,0.0002281967,0.00020754879,0.00048832915,0.000024165392,0.00013244135,0.00020724324,0.00007026307],"category_scores_gemma":[0.0008283889,0.00007664269,0.00001367477,0.0010715098,0.000022203305,0.00024213606,0.000088728935,0.0006715015,0.00014326458],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000073564174,0.000007817749,0.9551251,0.0003078826,0.000010397031,4.8659604e-7,0.004617621,0.0000011870478,0.00010769364,0.030972218,0.0076587126,0.001183507],"study_design_scores_gemma":[0.0006364269,0.000011245313,0.9158464,0.0002702808,0.000003270272,1.3926133e-7,0.0048452197,0.000017530634,0.000029404448,0.011067848,0.06713238,0.00013982934],"about_ca_topic_score_codex":0.0024538347,"about_ca_topic_score_gemma":0.0005869241,"teacher_disagreement_score":0.05947367,"about_ca_system_score_codex":0.0009914743,"about_ca_system_score_gemma":0.00023116902,"threshold_uncertainty_score":0.37558824},"labels":[],"label_agreement":null},{"id":"W2996985603","doi":"10.1093/geroni/igz053","title":"Hearing and Cognitive Impairments Increase the Risk of Long-term Care Admissions","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia; Toronto Rehabilitation Institute; Western University; University of Toronto; Centre intégré de santé et de services sociaux de Chaudière-Appalaches; University Health Network; Concordia University; Centre intégré de santé et de services sociaux de la Montérégie-Centre; Centre Intégré de Santé et de Services Sociaux des Laurentides; Santé Montérégie; Centre de réadaptation Lethbridge-Layton-Mackay; University of Saskatchewan; Université de Montréal; Wilfrid Laurier University","funders":"Canadian Institutes of Health Research; Consortium canadien en neurodégénérescence associée au vieillissement","keywords":"Medicine; Dementia; Proportional hazards model; Cohort; Cognitive impairment; Long-term care; Minimum Data Set; Cognition; Retrospective cohort study; Cohort study; Risk factor; Pediatrics; Gerontology; Audiology; Internal medicine; Psychiatry; Disease; Nursing homes","score_opus":0.039854845394219414,"score_gpt":0.32548658570019456,"score_spread":0.28563174030597516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2996985603","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9982327,0.0000331476,0.00042498903,0.00081512524,0.000034023175,0.0001922907,0.0000072205485,0.000017386925,0.00024309054],"genre_scores_gemma":[0.9993269,0.0000063911,0.000052527867,0.0005718028,0.000020672636,0.000009054028,0.000002734041,0.0000052858577,0.0000046199493],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99933124,0.00010197022,0.00022186885,0.0001530353,0.00011268505,0.000079228674],"domain_scores_gemma":[0.99946386,0.0002808252,0.00009589437,0.000055539607,0.0000714084,0.0000324922],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018859588,0.00004975713,0.00006481704,0.00008900264,0.00011290324,0.000022656275,0.00004851115,0.000019925075,0.000008653005],"category_scores_gemma":[0.002798224,0.000036605208,0.0000107709375,0.0007286205,0.000052534608,0.000104304716,0.00005705517,0.00013849427,0.0000014527385],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016709811,0.000017623077,0.8756022,0.00008461763,0.0000020621533,0.0000050308204,0.014213149,0.000043157215,0.095605664,0.0002498613,0.000004332781,0.014155624],"study_design_scores_gemma":[0.0003313344,0.000040247083,0.97751576,0.0001523872,0.0000040963405,0.0000018960586,0.0015101051,0.00064336107,0.019661674,0.000086428736,0.00000648249,0.000046219982],"about_ca_topic_score_codex":0.00009446087,"about_ca_topic_score_gemma":0.0000016090531,"teacher_disagreement_score":0.10191359,"about_ca_system_score_codex":0.000016107688,"about_ca_system_score_gemma":0.00005258882,"threshold_uncertainty_score":0.33499378},"labels":[],"label_agreement":null},{"id":"W2997175942","doi":"10.1093/geroni/igz038.485","title":"CHRONIC DISEASE AND TERMINAL DECLINE IN VERY OLD MEN: THE MANITOBA FOLLOW-UP STUDY","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Demography; Medicine; Gerontology; Multinomial logistic regression","score_opus":0.038280595004506236,"score_gpt":0.32576866780122377,"score_spread":0.2874880727967175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2997175942","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99313116,0.000025205285,0.00003172085,0.005657967,0.000107860455,0.0004194225,9.593639e-7,0.00000996318,0.00061571336],"genre_scores_gemma":[0.996558,0.0000056923354,0.000029835752,0.0030925109,0.00004656043,0.000018858247,0.000003122648,0.0000050180147,0.00024041072],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999102,0.00006783841,0.00029407552,0.00016733393,0.00018838616,0.00018034043],"domain_scores_gemma":[0.99967736,0.00005933865,0.00007437872,0.00015434911,0.0000048258003,0.000029767223],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010326717,0.0000667831,0.0000781027,0.00007822138,0.00006615535,0.000028381237,0.00010020513,0.000018956758,0.00014441257],"category_scores_gemma":[0.000059348688,0.000053368003,0.0000057846432,0.00059942284,0.00003908377,0.00024035377,0.00013041441,0.00014662293,0.00006982667],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022932622,0.000045611716,0.9881468,0.000019903475,0.0000011982892,0.0000068654385,0.0016043808,0.00022089723,0.000101855534,0.0002520814,0.00021763596,0.009359872],"study_design_scores_gemma":[0.00085997133,0.000050437175,0.99309605,0.00003882494,0.000001967068,8.892304e-7,0.001377489,0.0024501097,0.0000137817515,0.0007808845,0.0012617565,0.000067819354],"about_ca_topic_score_codex":0.0015635946,"about_ca_topic_score_gemma":0.0034655652,"teacher_disagreement_score":0.009292053,"about_ca_system_score_codex":0.0002619572,"about_ca_system_score_gemma":0.000027337352,"threshold_uncertainty_score":0.23636976},"labels":[],"label_agreement":null},{"id":"W2997881914","doi":"10.1093/geroni/igz038.432","title":"TELEPHONE-BASED COGNITIVE ASSESSMENTS IN A LARGE, MULTISITE RCT: THE COSMOS-MIND STUDY","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Consumer Attitudes and Food Labeling","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cognition; Randomized controlled trial; Cognitive decline; Montreal Cognitive Assessment; Medicine; Cognitive test; Gerontology; Psychology; Clinical psychology; Dementia; Psychiatry; Disease; Cognitive impairment; Internal medicine","score_opus":0.033159013507679524,"score_gpt":0.37163989886196774,"score_spread":0.3384808853542882,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2997881914","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99677885,0.00008604773,0.0006102737,0.0004150515,0.00014636594,0.0011404048,0.0000047879385,0.000016513506,0.0008016968],"genre_scores_gemma":[0.9985088,0.0000011098874,0.0002685353,0.0009824125,0.00002341277,0.00005617522,0.00003615405,0.000014589244,0.00010881211],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987943,0.000057319212,0.0004413818,0.00023836718,0.00025705702,0.00021155123],"domain_scores_gemma":[0.9993272,0.00017350187,0.00011528968,0.00017277295,0.00019611332,0.000015148657],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00096850586,0.00010847555,0.00019034659,0.00041978824,0.000044291595,0.000033930934,0.00006412166,0.000037787893,0.00013128728],"category_scores_gemma":[0.00012462746,0.000087130175,0.00001762808,0.0016410028,0.000014991935,0.00008788571,0.000042750245,0.00034142524,0.000044977798],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008300281,0.0004755961,0.9843889,0.00002808279,0.000049815488,0.00002943764,0.0015246418,0.000032751068,0.0014671959,0.000051580864,0.0000051364163,0.011863842],"study_design_scores_gemma":[0.0076311626,0.00012448552,0.981085,0.0004808512,0.000038066704,0.0000027643534,0.0037811138,0.0059227766,0.0005183065,0.000016529035,0.0002839988,0.00011495373],"about_ca_topic_score_codex":0.00015479155,"about_ca_topic_score_gemma":0.00031246306,"teacher_disagreement_score":0.0117488885,"about_ca_system_score_codex":0.00009038006,"about_ca_system_score_gemma":0.000081681756,"threshold_uncertainty_score":0.35530654},"labels":[],"label_agreement":null},{"id":"W3014187714","doi":"10.1093/geroni/igz038.2761","title":"THE EMERGENCE AND BENEFITS OF SOCIAL RELATIONSHIPS IN TWO COMMUNITY-BASED DEMENTIA CHOIRS","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Music Therapy and Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Loneliness; Reciprocity (cultural anthropology); Feeling; Dementia; Choir; Social isolation; Psychology; Social capital; Social psychology; Developmental psychology; Gerontology; Sociology; Medicine; Pedagogy; Social science; Psychiatry; Disease","score_opus":0.11024848604067217,"score_gpt":0.39116695638909244,"score_spread":0.28091847034842027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3014187714","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99399114,0.000096650605,0.00013771569,0.0018068791,0.00023724759,0.0001409815,0.0000018132904,0.0000074013715,0.003580192],"genre_scores_gemma":[0.9993342,0.0000034233449,0.000075172145,0.00049024704,0.00002075113,0.0000132785,0.000010862585,0.000004681488,0.000047347297],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99909955,0.000315358,0.0003492556,0.000066290464,0.00006317778,0.000106370724],"domain_scores_gemma":[0.99943143,0.00024289242,0.00014584792,0.00012593472,0.00004894173,0.000004951796],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019287473,0.000041088082,0.00006877505,0.00018044258,0.00018899713,0.000007105795,0.00007935009,0.000029660236,0.00014157093],"category_scores_gemma":[0.0000250038,0.000038384354,0.000006090339,0.00074918335,0.0000339203,0.000044109664,0.000013540487,0.00035477566,0.0000061052165],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002154352,0.000029280069,0.71416485,0.000015739104,0.000005359404,5.8169164e-8,0.0110786855,0.0001506619,0.00016544537,0.26930466,0.00011791909,0.0049457564],"study_design_scores_gemma":[0.0007794999,0.000011282718,0.9920651,0.000029112667,0.0000012354442,1.6204056e-7,0.002283439,0.00010462547,0.000038825965,0.0030436255,0.0016020637,0.000041068884],"about_ca_topic_score_codex":0.0005987325,"about_ca_topic_score_gemma":0.001494505,"teacher_disagreement_score":0.2779002,"about_ca_system_score_codex":0.000015342157,"about_ca_system_score_gemma":0.000021797181,"threshold_uncertainty_score":0.15652685},"labels":[],"label_agreement":null},{"id":"W3015163803","doi":"10.1093/geroni/igz038.1346","title":"SOCIAL ISOLATION AND OLDER ADULTS: UNDERSTANDING THEIR EXPERIENCE","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Regina","funders":"","keywords":"Social isolation; Isolation (microbiology); Feeling; Accommodation; Quarter (Canadian coin); Psychology; Social support; Gerontology; Aging in place; Rural area; Social engagement; Focus group; Medicine; Social psychology; Geography; Sociology; Business; Marketing","score_opus":0.06041361434694375,"score_gpt":0.36543274152515803,"score_spread":0.3050191271782143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3015163803","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98296833,0.00002689885,0.00169952,0.0065879524,0.00023582978,0.00015984163,5.165119e-7,0.000029142517,0.008291964],"genre_scores_gemma":[0.998266,0.000012970457,0.00006354291,0.0014097702,0.00009518044,0.000007171129,0.0000021800995,0.0000037195048,0.00013949264],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993615,0.000039952934,0.00019263082,0.00010757495,0.00011994575,0.00017839938],"domain_scores_gemma":[0.99976367,0.000079904145,0.00006727071,0.00003356108,0.00004146637,0.000014113323],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004641396,0.00004169339,0.00006637774,0.00012460892,0.0002822036,0.00006336958,0.000044138094,0.00004535013,0.00008035954],"category_scores_gemma":[0.00006689048,0.00004217939,0.0000067015235,0.0006117805,0.000047195925,0.00032973016,0.000014361741,0.00007280216,0.000003449524],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000033103047,0.0000039568054,0.45721748,0.00002915482,7.1338616e-7,1.5506647e-7,0.15336189,0.0000011674267,0.00001397449,0.3869419,0.00006302668,0.0023632464],"study_design_scores_gemma":[0.00060114847,0.000005297148,0.5466687,0.00023425896,6.5585857e-7,2.485774e-7,0.43467984,0.0007092446,0.00002766959,0.01120892,0.005701769,0.0001622578],"about_ca_topic_score_codex":0.0010086319,"about_ca_topic_score_gemma":0.00039903485,"teacher_disagreement_score":0.375733,"about_ca_system_score_codex":0.00018306785,"about_ca_system_score_gemma":0.0000497005,"threshold_uncertainty_score":0.21705104},"labels":[],"label_agreement":null},{"id":"W3022448948","doi":"10.1093/geroni/igaa011","title":"More Than Just a Room: A Scoping Review of the Impact of Homesharing for Older Adults","year":2020,"lang":"en","type":"review","venue":"Innovation in Aging","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Simon Fraser University; University of Toronto; Office of International Science and Engineering; Employment and Social Development Canada; Government of Ontario","keywords":"Thematic analysis; Agency (philosophy); Gerontology; Psychology; Inclusion (mineral); Independent living; Renting; Aging in place; Qualitative research; Medicine; Social psychology; Sociology; Political science; Social science","score_opus":0.09113945569301196,"score_gpt":0.4624095524923165,"score_spread":0.37127009679930456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3022448948","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00015075861,0.9951569,0.00015108101,0.0003255063,0.000102814905,0.0031804112,0.000035795834,0.000015501066,0.00088123337],"genre_scores_gemma":[0.0021136818,0.9973062,0.000098886965,0.000070646754,0.00010991184,0.00021710442,0.000024553516,0.000021319182,0.00003766622],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.99794734,0.00027613796,0.0010520008,0.00023247105,0.0002733119,0.00021874954],"domain_scores_gemma":[0.99715257,0.0003133735,0.0013547266,0.00018115883,0.0009802872,0.000017913917],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012315387,0.00018491725,0.0010533846,0.000330119,0.00016300989,0.00003419027,0.00033023968,0.000097299366,0.000024207104],"category_scores_gemma":[0.0026496681,0.00013228258,0.00026953281,0.0066886945,0.00010407616,0.00018800958,0.000090019355,0.00020034602,3.1193886e-7],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000062303698,0.000038140945,0.00049616303,0.452279,0.00008631501,0.0000019669233,0.03614701,0.0000053612266,3.2110447e-7,0.0037882435,0.00022467067,0.50692654],"study_design_scores_gemma":[0.00017836793,0.000017008777,0.00019042131,0.967363,0.00007201758,3.7885388e-7,0.005411951,0.000013664282,0.0000020942307,0.00007733032,0.026499815,0.00017396153],"about_ca_topic_score_codex":0.000471204,"about_ca_topic_score_gemma":0.000104037965,"teacher_disagreement_score":0.51508397,"about_ca_system_score_codex":0.0003444626,"about_ca_system_score_gemma":0.0030889357,"threshold_uncertainty_score":0.547964},"labels":[],"label_agreement":null},{"id":"W3082328467","doi":"10.1093/geroni/igaa038","title":"Developing the Canadian Indigenous Cognitive Assessment for Use With Indigenous Older Anishinaabe Adults in Ontario, Canada","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Laurentian University; University of Saskatchewan","funders":"Canadian Institutes of Health Research","keywords":"Indigenous; Cognition; Geography; Political science; Gerontology; Psychology; Medicine; Psychiatry; Ecology","score_opus":0.03321961339498825,"score_gpt":0.30448726899132783,"score_spread":0.2712676555963396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3082328467","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99155784,0.000015798421,0.0005117189,0.003461738,0.00028868733,0.0020506924,0.000023250974,0.00001748484,0.0020728065],"genre_scores_gemma":[0.9950963,0.000025760792,0.0012749748,0.003077634,0.00013003094,0.00005506414,0.00010917639,0.000016068761,0.00021494109],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99815995,0.00012831237,0.00042459794,0.0002691572,0.00035589808,0.0006620768],"domain_scores_gemma":[0.99881065,0.00022111111,0.00019168695,0.000080429905,0.0005878738,0.00010824452],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00089573784,0.00012888442,0.00015035585,0.00017381934,0.004027321,0.00015607616,0.00020091482,0.00008950657,0.00002366883],"category_scores_gemma":[0.000028163566,0.000104830084,0.00000965069,0.0016510562,0.000070981,0.0003366431,0.0000018551303,0.000374159,0.0000010005166],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000012210976,0.000017294511,0.2369065,0.000023002398,0.000009047139,0.00001259488,0.746931,0.000025348667,1.2542729e-7,0.015408324,0.000031158368,0.00062339485],"study_design_scores_gemma":[0.0009458761,0.00006302212,0.7716532,0.0003225445,0.00000827214,0.0000024440585,0.09469439,0.000035978177,0.000033204622,0.0005202478,0.13132994,0.00039092818],"about_ca_topic_score_codex":0.99997145,"about_ca_topic_score_gemma":0.99999994,"teacher_disagreement_score":0.65223664,"about_ca_system_score_codex":0.007037971,"about_ca_system_score_gemma":0.21583346,"threshold_uncertainty_score":0.9972693},"labels":[],"label_agreement":null},{"id":"W3108935532","doi":"10.1093/geroni/igaa050","title":"Association between physical performance and cognitive function in older adults across multiple studies: A pooled analysis study","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Institute on Aging","keywords":"Digit symbol substitution test; Montreal Cognitive Assessment; Cognition; Overweight; Medicine; Physical therapy; Gerontology; Grip strength; Effects of sleep deprivation on cognitive performance; Physical medicine and rehabilitation; Psychology; Body mass index; Cognitive impairment; Internal medicine; Psychiatry","score_opus":0.034006674070905775,"score_gpt":0.36893409854877895,"score_spread":0.33492742447787316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3108935532","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99793303,0.000028399292,0.00038649794,0.0007800697,0.000017558179,0.0007610995,0.000005831469,0.000025274867,0.0000622618],"genre_scores_gemma":[0.999309,0.000007245231,0.000009533402,0.00034911188,0.000099404926,0.00010484504,0.00007139861,0.0000075270523,0.00004193831],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986789,0.000086148015,0.00035824042,0.00028798563,0.00037259603,0.00021609387],"domain_scores_gemma":[0.9990696,0.00022514349,0.00012848628,0.000046251407,0.0005000064,0.000030527735],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007151186,0.00009899791,0.00029768326,0.00038882365,0.000065881184,0.000028593076,0.000025035943,0.00003240931,0.000011434571],"category_scores_gemma":[0.0007986967,0.00009478445,0.000024311375,0.003961284,0.000021043199,0.00021080766,0.000057184592,0.00025418974,0.000006278186],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002467468,0.000276103,0.94928795,0.00008085894,0.0010113864,0.0000061874566,0.024124116,0.0000062743225,0.00013394648,8.1517436e-7,0.000007847096,0.024817742],"study_design_scores_gemma":[0.006246255,0.00038173847,0.9527241,0.00015702585,0.0005639564,1.1416116e-7,0.033121567,0.0063797417,0.0003362491,0.0000046969585,0.0000036045953,0.0000809551],"about_ca_topic_score_codex":0.00003793001,"about_ca_topic_score_gemma":0.000048845755,"teacher_disagreement_score":0.024736786,"about_ca_system_score_codex":0.00011505917,"about_ca_system_score_gemma":0.00002172193,"threshold_uncertainty_score":0.3865198},"labels":[],"label_agreement":null},{"id":"W3110686009","doi":"10.1093/geroni/igaa057.3296","title":"The Association between Environmental Factors, Race, and Cognitive Status","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Marital status; Cognition; Psychology; Gerontology; Race (biology); Multilevel model; Association (psychology); Ethnic group; Demography; Medicine; Sociology; Population; Psychiatry","score_opus":0.03569802912901482,"score_gpt":0.3290307504252324,"score_spread":0.29333272129621757,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3110686009","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9773755,0.000085651605,0.000088136876,0.02044703,0.000084615305,0.00012298588,0.000016682756,0.000016921433,0.0017624462],"genre_scores_gemma":[0.9977187,0.00012873553,0.000012333507,0.0018319251,0.00013102703,0.000004032161,0.000025086001,0.0000030585759,0.00014508974],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992544,0.00009101737,0.00018484214,0.00007770555,0.00018423375,0.00020778103],"domain_scores_gemma":[0.99917454,0.0006482033,0.00010322632,0.000016785321,0.0000195088,0.00003776362],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005689547,0.00003673084,0.000063148516,0.000029589632,0.00042419042,0.00007654211,0.000034135177,0.00003649514,0.000017324126],"category_scores_gemma":[0.00087824324,0.000031504813,0.0000062632243,0.00031648346,0.000042407813,0.00014675148,0.000018998417,0.000111229914,0.0000035344258],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000011493875,0.0000014948699,0.9723162,0.0000034696968,0.000004508447,1.3171399e-7,0.015773838,2.0269508e-7,0.0000031614989,0.0047985455,0.00013856981,0.00695873],"study_design_scores_gemma":[0.00012896447,0.0000033583278,0.9178911,0.0000087167,0.0000025680636,4.615495e-9,0.021504834,0.000007959696,0.000021876738,0.0002849643,0.060107764,0.000037898822],"about_ca_topic_score_codex":0.0006324347,"about_ca_topic_score_gemma":0.00020767775,"teacher_disagreement_score":0.059969194,"about_ca_system_score_codex":0.00015584669,"about_ca_system_score_gemma":0.000048554324,"threshold_uncertainty_score":0.3262573},"labels":[],"label_agreement":null},{"id":"W3110696060","doi":"10.1093/geroni/igaa057.759","title":"Improved Processing Speed Is a Potential Mechanism by Which Exercise Reduces Falls","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia, Okanagan Campus; Kelowna General Hospital; University of British Columbia","funders":"","keywords":"Mediation; Digit symbol substitution test; Poison control; Medicine; Confidence interval; Injury prevention; Physical therapy; Physical medicine and rehabilitation; Internal medicine; Placebo; Emergency medicine","score_opus":0.02955536529144212,"score_gpt":0.3438739669872087,"score_spread":0.31431860169576653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3110696060","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9739594,0.00015369062,0.012717464,0.009664724,0.0006202879,0.0009001446,0.000021116151,0.0002299064,0.0017332552],"genre_scores_gemma":[0.99361014,0.000041005154,0.0011972999,0.0039738794,0.00033030298,0.00006263248,0.00011969375,0.000032396096,0.00063264056],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9979784,0.000111720066,0.0008837726,0.0003880899,0.00023603991,0.00040199124],"domain_scores_gemma":[0.9988967,0.000023218003,0.0004760795,0.00012939598,0.00041848753,0.00005611776],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066019583,0.00016235352,0.00024622204,0.00020121166,0.00035287873,0.00004256137,0.0001734961,0.00019399292,0.00005800858],"category_scores_gemma":[0.00012637328,0.00016987207,0.000025927231,0.0019517955,0.000016991018,0.00042178514,0.00008696361,0.00061610754,0.000064752414],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057049547,0.000101191195,0.0011709301,0.00039191887,0.0000092501605,0.0000022222325,0.010639272,0.0000012746973,0.96585083,0.00086240325,0.0054835966,0.015430073],"study_design_scores_gemma":[0.039850544,0.0006711612,0.10875351,0.018125176,0.0003595249,0.000014760598,0.113883354,0.5083903,0.11437336,0.06322945,0.026273707,0.0060751373],"about_ca_topic_score_codex":0.000089780035,"about_ca_topic_score_gemma":0.000009757559,"teacher_disagreement_score":0.85147744,"about_ca_system_score_codex":0.000086781736,"about_ca_system_score_gemma":0.00019537091,"threshold_uncertainty_score":0.6927182},"labels":[],"label_agreement":null},{"id":"W3110796878","doi":"10.1093/geroni/igaa057.927","title":"Lifestyle Adjustment and Mobility-Related Goal Setting After Driving Cessation With People Living With Dementia","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dementia; Psychology; Intervention (counseling); Quality of life (healthcare); Gerontology; Thematic analysis; Applied psychology; Medicine; Psychiatry; Qualitative research; Sociology","score_opus":0.008881003615970037,"score_gpt":0.2513987843992372,"score_spread":0.24251778078326713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3110796878","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99397653,0.00007484322,0.002755044,0.0019055522,0.000042208576,0.00026130865,8.3420673e-7,0.00008294637,0.0009007114],"genre_scores_gemma":[0.998693,0.0000042245024,0.00091420894,0.00024172706,0.000076234704,0.00003625756,0.0000075725347,0.0000101224305,0.000016652653],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99880993,0.00007627743,0.00034390733,0.00029135487,0.00027022333,0.00020830076],"domain_scores_gemma":[0.99952024,0.00008282049,0.00015823066,0.00007457663,0.00012102957,0.000043113963],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007309998,0.000097749486,0.00011396757,0.00009976843,0.00020990199,0.00010054084,0.00007279022,0.000045590936,0.000085834676],"category_scores_gemma":[0.0000956135,0.000087212306,0.000008880386,0.0014573938,0.0000822764,0.00067565,0.000023479737,0.00016277556,0.0000013542635],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009513885,0.00002792875,0.9670952,0.000038237155,0.00001277177,0.0000019538327,0.030864635,0.00011675437,0.00012094332,0.0003808524,0.000005046845,0.0013261829],"study_design_scores_gemma":[0.00028124635,0.000019969108,0.99340147,0.00018757362,0.000017270053,2.4336398e-7,0.0050487625,0.0006977245,0.000054634176,0.00010211825,0.00006120445,0.00012776899],"about_ca_topic_score_codex":0.00043341785,"about_ca_topic_score_gemma":0.0048584775,"teacher_disagreement_score":0.026306305,"about_ca_system_score_codex":0.000061448176,"about_ca_system_score_gemma":0.00009192237,"threshold_uncertainty_score":0.35564148},"labels":[],"label_agreement":null},{"id":"W3110844357","doi":"10.1093/geroni/igaa057.038","title":"Continuing Education for Gerontological Social Work: Findings From Post-Graduate Advanced Practice Training","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Sinai Health System","funders":"","keywords":"Competence (human resources); Social work; Medical education; Psychology; Gerontological nursing; Legislation; Nursing; Medicine; Gerontology; Political science; Social psychology","score_opus":0.15856958712032665,"score_gpt":0.45171281650420597,"score_spread":0.2931432293838793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3110844357","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92874444,0.000068687834,0.0053797364,0.06244212,0.0012513691,0.0005932952,0.000011550074,0.000115347415,0.0013934847],"genre_scores_gemma":[0.98246616,0.0000028549784,0.010332615,0.005867497,0.000803845,0.00017332632,0.00021519775,0.000018699204,0.00011980127],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9984708,0.0001469273,0.00064088585,0.00027008,0.00015119801,0.00032012918],"domain_scores_gemma":[0.9980775,0.00088497845,0.00035900535,0.000063890526,0.00058297464,0.000031652366],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00064334215,0.0001095305,0.00022296466,0.00014924786,0.00039941844,0.000025827372,0.000090748115,0.00013065158,0.000053905103],"category_scores_gemma":[0.0028836154,0.00011605383,0.000031981548,0.0012043352,0.000019305457,0.00032515073,0.000029271187,0.0004624514,0.000015865464],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006634023,0.000063957705,0.008777914,0.00009023366,0.000019158324,0.00000249192,0.3476493,0.00001032928,0.006274075,0.008157998,0.012047595,0.61624354],"study_design_scores_gemma":[0.004734407,0.00015472002,0.22139172,0.00090514275,0.000072404895,0.0000013681433,0.65660995,0.000270135,0.0003036713,0.0041246554,0.11078928,0.00064253167],"about_ca_topic_score_codex":0.0000785668,"about_ca_topic_score_gemma":0.000010399572,"teacher_disagreement_score":0.615601,"about_ca_system_score_codex":0.0001358109,"about_ca_system_score_gemma":0.00019387713,"threshold_uncertainty_score":0.4732538},"labels":[],"label_agreement":null},{"id":"W3110856919","doi":"10.1093/geroni/igaa057.877","title":"Initial Translation of a Dementia Caregiver Intervention Into a Mobile Health Application","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia, Okanagan Campus; Kelowna General Hospital; University of British Columbia","funders":"","keywords":"Psychological intervention; Psychoeducation; Dementia; mHealth; Psychology; Intervention (counseling); Troubleshooting; Mobile technology; Medical education; Telehealth; Applied psychology; Internet privacy; Health care; Nursing; Computer science; Medicine; Mobile device; Telemedicine; World Wide Web","score_opus":0.04038963288085851,"score_gpt":0.39347646248193535,"score_spread":0.35308682960107685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3110856919","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8490934,0.00021609529,0.14637087,0.0024575193,0.00002942488,0.0010205584,0.0000026792225,0.0000323502,0.0007771024],"genre_scores_gemma":[0.99791044,0.000012237007,0.0009776664,0.00064164907,0.000051295418,0.00021053417,0.0001814709,0.000008638274,0.0000060848824],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9988786,0.000054440236,0.0005228938,0.00017092701,0.00025417935,0.000118943855],"domain_scores_gemma":[0.9994781,0.00001846668,0.000167691,0.000068836496,0.00023301861,0.00003390443],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041884743,0.000064410415,0.00014129697,0.0003197802,0.000029958792,0.000010153615,0.00004114502,0.000028295693,0.00009650049],"category_scores_gemma":[0.000041098105,0.000069410184,0.00003329134,0.0012443895,0.000028269329,0.00014381281,0.000018576102,0.000118734,0.000008206365],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018763411,0.00025091047,0.1344849,0.00076729833,0.00005353681,0.000003079595,0.009320416,0.00002824704,0.037903752,0.00091963797,0.00009335313,0.8159872],"study_design_scores_gemma":[0.028714815,0.007507221,0.6180767,0.0024584206,0.00021515111,0.000021124937,0.026057253,0.04904196,0.24326761,0.0032662894,0.020573553,0.00079990324],"about_ca_topic_score_codex":0.00014273572,"about_ca_topic_score_gemma":0.000015110851,"teacher_disagreement_score":0.81518734,"about_ca_system_score_codex":0.000061744395,"about_ca_system_score_gemma":0.00007972308,"threshold_uncertainty_score":0.2830465},"labels":[],"label_agreement":null},{"id":"W3110896633","doi":"10.1093/geroni/igaa057.133","title":"Factors Influencing Practitioner Choice in Nonparticipation in Medical Assistance in Dying","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan; University of Regina","funders":"","keywords":"Thematic analysis; CLARITY; Psychology; Nursing; Faith; Qualitative research; Social psychology; Medicine; Sociology","score_opus":0.2141942866632169,"score_gpt":0.4552846674507823,"score_spread":0.24109038078756537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3110896633","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99377924,0.000090084075,0.00066578755,0.004610137,0.000052505664,0.00014664506,7.8124197e-7,0.000017594819,0.0006371973],"genre_scores_gemma":[0.9978197,0.000016183963,0.00039048863,0.0016600689,0.000053700736,0.000022292448,0.000024238898,0.000008863504,0.0000044610156],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984971,0.00006290874,0.0007587379,0.00018779848,0.00032387025,0.00016955494],"domain_scores_gemma":[0.9993742,0.0002668869,0.00017503147,0.00006238516,0.00008847131,0.000033002965],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055774656,0.000089285786,0.00024116674,0.0006004509,0.000010566569,0.000009379648,0.000050725685,0.00008392964,0.00004866767],"category_scores_gemma":[0.0037950196,0.00009017017,0.000011789437,0.0029081136,0.000024112607,0.00031416028,0.000020819258,0.0003882429,0.0000025290863],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000262238,0.000045448945,0.9820036,0.00010071589,0.0000030056256,0.000025827827,0.010268287,0.0005505932,0.005459481,0.0003430435,0.000013608318,0.0011601523],"study_design_scores_gemma":[0.0013867875,0.000018471563,0.9803393,0.0022240966,0.0000024401047,4.003541e-7,0.0023006967,0.0073343827,0.0055062226,0.000073019575,0.00072245736,0.00009172099],"about_ca_topic_score_codex":0.00069148367,"about_ca_topic_score_gemma":0.0010239435,"teacher_disagreement_score":0.00796759,"about_ca_system_score_codex":0.00025753002,"about_ca_system_score_gemma":0.00011803697,"threshold_uncertainty_score":0.4543267},"labels":[],"label_agreement":null},{"id":"W3110944045","doi":"10.1093/geroni/igaa057.950","title":"A Conceptual Framework of Person-Environment Relations in the Out-of-Home Mobility of People Living With Dementia","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Autonomy; Dementia; Psychology; Agency (philosophy); Conceptual framework; Neighbourhood (mathematics); Psychosocial; Place attachment; Social psychology; Gerontology; Sociology; Medicine; Political science","score_opus":0.03788845665293228,"score_gpt":0.2864407690812578,"score_spread":0.24855231242832554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3110944045","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9899982,0.000034310022,0.007897395,0.0011690492,0.000028818868,0.00018966402,0.0000037371665,0.00000582155,0.0006730031],"genre_scores_gemma":[0.9988978,0.0000021383953,0.0009997075,0.000063309446,0.000018494484,0.000009583459,0.0000029199539,0.000002548752,0.000003478594],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990587,0.000095902185,0.00038027813,0.00011807909,0.00025856931,0.00008843195],"domain_scores_gemma":[0.9993798,0.00023917673,0.00022298953,0.00009612391,0.000052741856,0.000009166871],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00094191806,0.000044653305,0.000119589604,0.00006017011,0.000052294945,0.000006428441,0.00014244339,0.00003809394,0.00015384641],"category_scores_gemma":[0.0001880974,0.000036658057,0.000017443357,0.0011649033,0.00024655013,0.00016138895,0.000010896158,0.00014189092,5.1626654e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003931903,0.000054313914,0.7745987,0.000016325126,0.0000043970126,1.0182688e-7,0.21609646,0.00020668922,0.00010592388,0.008823796,0.0000026958787,0.0000866386],"study_design_scores_gemma":[0.00009980667,0.000017711382,0.9275075,0.0000807761,0.0000065590493,4.492315e-9,0.07137889,0.00006901359,0.00007915269,0.00068827055,0.00003351868,0.00003878695],"about_ca_topic_score_codex":0.0007323874,"about_ca_topic_score_gemma":0.000594577,"teacher_disagreement_score":0.15290879,"about_ca_system_score_codex":0.00002838565,"about_ca_system_score_gemma":0.00006596075,"threshold_uncertainty_score":0.16845104},"labels":[],"label_agreement":null},{"id":"W3110954349","doi":"10.1093/geroni/igaa057.036","title":"The Preventing Dementia MOOC: Contribution to First Nations’ Health and Well-Being","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Neuroinflammation and Neurodegeneration Mechanisms","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dementia; Medicine; Gerontology; Social isolation; Public health; Depression (economics); Mental health; Cohort; Psychology; Disease; Psychiatry; Nursing","score_opus":0.027926807791775143,"score_gpt":0.28568635433912193,"score_spread":0.2577595465473468,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3110954349","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8590912,0.000031593347,0.044464894,0.09435382,0.000344951,0.00077059434,0.0000017801241,0.0001591931,0.00078196474],"genre_scores_gemma":[0.984524,0.00004891687,0.0003182118,0.01493433,0.0000695196,0.000036857247,0.0000051056677,0.0000105157815,0.00005251334],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99866086,0.00013018535,0.0005108442,0.00028482074,0.0002175818,0.00019570082],"domain_scores_gemma":[0.9993053,0.00026681495,0.00019500058,0.00009357905,0.00007766029,0.00006166696],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048772962,0.0000855207,0.00008006043,0.0002157596,0.0009018571,0.0001993228,0.000108771834,0.000017364684,0.000011380005],"category_scores_gemma":[0.00254042,0.00008060495,0.00001088968,0.001821801,0.0000172238,0.00023974368,0.00006918072,0.00012570061,0.00002629468],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016424478,0.000013444089,0.0020544797,0.000038333936,0.0000021166525,0.000003091848,0.0024369238,0.0011395671,0.3309606,0.659369,0.0004465975,0.003519434],"study_design_scores_gemma":[0.0009190038,0.0000966763,0.0014946888,0.00010220462,0.0000032007526,0.000010008789,0.00026990782,0.035516936,0.885038,0.0030442763,0.073255844,0.0002492259],"about_ca_topic_score_codex":0.0000025447032,"about_ca_topic_score_gemma":0.000031556705,"teacher_disagreement_score":0.6563247,"about_ca_system_score_codex":0.000032517077,"about_ca_system_score_gemma":0.000040842788,"threshold_uncertainty_score":0.69364464},"labels":[],"label_agreement":null},{"id":"W3111001303","doi":"10.1093/geroni/igaa057.1007","title":"Does Ageism Widen the Digital Divide? And Does It Vary by Gender?","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"The Internet; Affect (linguistics); Psychology; Quarter (Canadian coin); Intervention (counseling); Digital divide; Gerontology; Medicine; Geography; Psychiatry","score_opus":0.025663227914418822,"score_gpt":0.28506329667149166,"score_spread":0.25940006875707283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3111001303","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7465685,0.000051620096,0.0012113812,0.24559115,0.00021257202,0.00020725655,0.00001148908,0.00022665416,0.005919403],"genre_scores_gemma":[0.9945026,0.000019396193,0.00007114996,0.004946861,0.00012086355,0.000013109889,0.000006381908,0.0000074530512,0.00031218643],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991374,0.000042787604,0.00023637842,0.00020056743,0.00019996846,0.000182908],"domain_scores_gemma":[0.99959767,0.00014329332,0.0000901013,0.00009486229,0.00005189796,0.00002217019],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035928757,0.00007357285,0.00007996629,0.000088945875,0.00024772098,0.00018569545,0.00022835871,0.00007164922,0.000020114214],"category_scores_gemma":[0.0006495022,0.00004171552,0.000009886178,0.0010188338,0.00026096214,0.00045075515,0.00010832085,0.000199061,0.00000710924],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008405874,0.000035756835,0.60014445,0.000038848524,0.00003869251,0.00002152927,0.15277265,0.0000049230803,0.0020951403,0.12225309,0.03269246,0.08989404],"study_design_scores_gemma":[0.00090463005,0.00002442014,0.07443916,0.000103569015,0.000013219552,0.0000020472744,0.0713358,0.000204761,0.002673102,0.103063785,0.74668527,0.0005502357],"about_ca_topic_score_codex":0.00018142324,"about_ca_topic_score_gemma":0.00013878422,"teacher_disagreement_score":0.71399283,"about_ca_system_score_codex":0.000032825286,"about_ca_system_score_gemma":0.000036056463,"threshold_uncertainty_score":0.19052945},"labels":[],"label_agreement":null},{"id":"W3111043519","doi":"10.1093/geroni/igaa057.512","title":"Low Cognitive Function Is Associated With Reduced Functional Fitness Among Community-Dwelling Older Adults","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cognition; Montreal Cognitive Assessment; Activities of daily living; Task (project management); Psychology; Cognitive decline; Gerontology; Physical medicine and rehabilitation; Physical therapy; Medicine; Cognitive impairment; Dementia; Internal medicine","score_opus":0.03495491355028118,"score_gpt":0.27110228534291575,"score_spread":0.23614737179263456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3111043519","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98413426,0.000017131018,0.010360453,0.003490586,0.00020457809,0.000540863,0.000013919379,0.00019752372,0.0010406873],"genre_scores_gemma":[0.9927359,0.0000016049205,0.00009752777,0.005779482,0.00018402496,0.000057744153,0.00085490785,0.000042840384,0.00024592498],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983004,0.00013154976,0.0005529008,0.00030504153,0.00044823744,0.0002618713],"domain_scores_gemma":[0.99819607,0.00027944343,0.00028817734,0.00016257378,0.0010060781,0.00006766298],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043860878,0.00020378736,0.00027788107,0.00035416888,0.00020307765,0.000041645417,0.00007120548,0.00013230348,0.00024764912],"category_scores_gemma":[0.00093160814,0.00020412858,0.000032129043,0.0027431238,0.00010146594,0.00033856937,0.000039167404,0.001013933,0.000028923494],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035472575,0.0012948837,0.87775093,0.00094119826,0.00075808435,0.00013760071,0.06449197,0.0013092504,0.011326317,0.00029218328,0.005469821,0.032680497],"study_design_scores_gemma":[0.008289705,0.00031550776,0.95922595,0.005071498,0.00009387305,0.000013762084,0.007876586,0.008328142,0.010358778,0.00007129554,0.00004037259,0.00031454064],"about_ca_topic_score_codex":0.00011949382,"about_ca_topic_score_gemma":0.000044396267,"teacher_disagreement_score":0.081475005,"about_ca_system_score_codex":0.00014843364,"about_ca_system_score_gemma":0.00010843692,"threshold_uncertainty_score":0.8324122},"labels":[],"label_agreement":null},{"id":"W3111056876","doi":"10.1093/geroni/igaa057.546","title":"Global Cognition Modified the Longitudinal Relationship Between Anemia and Depression in Old Age: The IMIAS Study","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Iron Metabolism and Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Depression (economics); Longitudinal study; Anemia; Cognition; Medicine; Demography; Gerontology; Odds ratio; Psychology; Internal medicine; Psychiatry","score_opus":0.08775357466606112,"score_gpt":0.34301734132015665,"score_spread":0.25526376665409556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3111056876","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.991805,0.00012211408,0.001052163,0.00543446,0.00004875707,0.000532205,0.0000027142307,0.000024222338,0.0009783224],"genre_scores_gemma":[0.99863756,0.000003069773,0.000059903898,0.0010932441,0.00012479356,0.00002574221,0.000037649526,0.0000059871727,0.000012030194],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99907315,0.000099285215,0.000335534,0.000179001,0.00019735462,0.00011566677],"domain_scores_gemma":[0.9995655,0.00015076599,0.00008576373,0.00011719465,0.00006122113,0.000019575764],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005438568,0.0000824783,0.000120293196,0.00009889023,0.00010778127,0.000035350797,0.00006139725,0.000044036755,0.000005313126],"category_scores_gemma":[0.00069800724,0.000053404652,0.000009946595,0.0015830456,0.000047238635,0.00011156476,0.00004425309,0.00025973257,0.0000026759255],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047353762,0.000030638224,0.9929036,0.000025151745,0.000002507267,0.000011257919,0.0027340055,0.00008633889,0.000033459834,0.0017606037,0.00009652514,0.0022685572],"study_design_scores_gemma":[0.0018337514,0.000020157073,0.9928231,0.000038327238,0.000035521847,0.0000025407776,0.003167828,0.00018435859,0.000018724868,0.001800246,0.000019399979,0.0000560468],"about_ca_topic_score_codex":0.00013480746,"about_ca_topic_score_gemma":0.00005021715,"teacher_disagreement_score":0.0068325377,"about_ca_system_score_codex":0.000024809939,"about_ca_system_score_gemma":0.00002659623,"threshold_uncertainty_score":0.21777785},"labels":[],"label_agreement":null},{"id":"W3111141495","doi":"10.1093/geroni/igaa057.582","title":"The Quantile Frailty Index: A Cutpoint-Free Approach to Biomarker-Based Health Assessment","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Quantile; Frailty Index; Index (typography); National Health and Nutrition Examination Survey; Medicine; Statistics; Quantile regression; Longitudinal data; Health and Retirement Study; Biomarker; Population; Longitudinal study; Gerontology; Econometrics; Computer science; Mathematics; Data mining; Environmental health","score_opus":0.0914309709278753,"score_gpt":0.36852443148803443,"score_spread":0.27709346056015915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3111141495","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22916606,0.00010589385,0.2911736,0.46592158,0.00039869625,0.0020269623,0.000023744513,0.00031873657,0.010864714],"genre_scores_gemma":[0.95636135,0.000002773639,0.015643409,0.027547162,0.00011482802,0.00011060871,0.00009280144,0.000029249577,0.000097842436],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979426,0.00008886406,0.00074363174,0.00036176524,0.0005086172,0.00035446594],"domain_scores_gemma":[0.9987914,0.00014020059,0.00020067542,0.00053812587,0.00021167332,0.000117913456],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009816105,0.00015874738,0.00025208222,0.00031024189,0.00015122967,0.00006909301,0.00028409864,0.00005677056,0.00001669146],"category_scores_gemma":[0.0007642502,0.00012876188,0.00003431362,0.00310801,0.00004931017,0.00008750577,0.00011503879,0.00039507827,0.00001750275],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007096784,0.0011247798,0.45151845,0.0017172359,0.00018860592,0.00004638028,0.009318583,0.003188751,0.016705452,0.04638947,0.23042604,0.23866658],"study_design_scores_gemma":[0.008421517,0.0005610316,0.7030011,0.0009316956,0.00001582332,0.000020443698,0.0029150906,0.18846914,0.0015704575,0.0009782121,0.092579484,0.0005359991],"about_ca_topic_score_codex":0.0002098385,"about_ca_topic_score_gemma":0.000031939348,"teacher_disagreement_score":0.72719526,"about_ca_system_score_codex":0.0002919159,"about_ca_system_score_gemma":0.00048830966,"threshold_uncertainty_score":0.5250757},"labels":[],"label_agreement":null},{"id":"W3111167383","doi":"10.1093/geroni/igaa057.055","title":"Development and Evaluation of the Caring Ahead: Preparing for End of Life in a Dementia Questionnaire","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; McMaster University","funders":"","keywords":"Dementia; Palliative care; Preparedness; Likert scale; End-of-life care; Intraclass correlation; Feeling; Psychology; Medicine; Test (biology); Clinical psychology; Nursing; Gerontology; Psychometrics; Disease; Developmental psychology; Social psychology","score_opus":0.18317966663520052,"score_gpt":0.42228595647942374,"score_spread":0.23910628984422322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3111167383","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99699813,0.00054784736,0.0014615086,0.00044626623,0.00003210821,0.0002910939,6.7006124e-7,0.0000038510184,0.00021852192],"genre_scores_gemma":[0.99533284,0.000005926845,0.004506633,0.00010254228,0.000016060898,0.000025544747,0.000005484212,0.000003675564,0.0000013201699],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992162,0.000023303883,0.00044293763,0.00008251291,0.0001838474,0.000051217903],"domain_scores_gemma":[0.9994542,0.000033222306,0.0001793386,0.000048496036,0.0002760329,0.000008721975],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006702405,0.0000402492,0.00012833311,0.00012316032,0.000011909191,0.0000018759521,0.000026586857,0.000020818885,0.0000018814618],"category_scores_gemma":[0.00095688534,0.000035100904,0.000009405151,0.00049561996,0.000019821235,0.00004605953,0.000024700195,0.00004346091,3.8671434e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027762939,0.000014808374,0.95295215,0.0004154769,0.000024818633,6.248069e-8,0.015137267,0.0004435356,0.011780065,0.0009223904,0.000008938845,0.01827274],"study_design_scores_gemma":[0.0021885124,0.000028136608,0.8434314,0.0036362612,0.000048402828,3.4545823e-7,0.0022376135,0.014300249,0.13332725,0.00028861884,0.00044840915,0.00006478436],"about_ca_topic_score_codex":0.00007071156,"about_ca_topic_score_gemma":0.00008675119,"teacher_disagreement_score":0.12154718,"about_ca_system_score_codex":0.00004796262,"about_ca_system_score_gemma":0.0001705675,"threshold_uncertainty_score":0.14313734},"labels":[],"label_agreement":null},{"id":"W3111209258","doi":"10.1093/geroni/igaa057.107","title":"Promoting the Positive Experience of Caregiving: A Systematic Review of the Positive Aspects of Caregiving Scale","year":2020,"lang":"en","type":"review","venue":"Innovation in Aging","topic":"Family Support in Illness","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University; University of Calgary","funders":"","keywords":"Psychology; Feeling; Scale (ratio); Test (biology); Clinical psychology; Intervention (counseling); Systematic review; Empirical research; Social psychology; MEDLINE; Psychiatry","score_opus":0.0344938009033251,"score_gpt":0.34557155040552917,"score_spread":0.31107774950220407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3111209258","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00040131932,0.98770934,0.00007519604,0.0006163627,0.00039860964,0.00424965,0.000039284576,0.000021254364,0.006488966],"genre_scores_gemma":[0.21162744,0.7874089,0.000066676716,0.0002563197,0.00010409069,0.00041850272,0.000017613214,0.000048476573,0.000051958603],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9945901,0.0015248149,0.0022677607,0.00034975272,0.0009955652,0.0002720184],"domain_scores_gemma":[0.99311835,0.0012265256,0.0041243737,0.0005150603,0.0009906857,0.000025017085],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031916548,0.00027248872,0.0019116394,0.0002503786,0.00023015683,0.00003380455,0.0011177374,0.00013440404,0.000010734781],"category_scores_gemma":[0.005283316,0.00017581377,0.00027424184,0.006319944,0.00053042173,0.0002044494,0.00027671873,0.00043029434,9.818953e-7],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[5.766898e-7,0.000024195917,0.0001991816,0.7747687,0.00007151067,0.0000042092433,0.1980347,4.5900177e-7,0.000014400691,0.013633957,0.000015025007,0.013233085],"study_design_scores_gemma":[0.000041442876,0.000011450326,0.000054736814,0.97000855,0.00027364676,0.00000701062,0.027318524,0.0000058624714,0.00014760232,0.0001228417,0.0018178356,0.0001904774],"about_ca_topic_score_codex":0.0010440422,"about_ca_topic_score_gemma":0.0001267982,"teacher_disagreement_score":0.21122612,"about_ca_system_score_codex":0.00039798295,"about_ca_system_score_gemma":0.0010613942,"threshold_uncertainty_score":0.71694773},"labels":[],"label_agreement":null},{"id":"W3111218561","doi":"10.1093/geroni/igaa057.1053","title":"Black-White Differences in Hearing Problems Among Older Americans: Findings From Two Large Representative Surveys","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Hearing, Cochlea, Tinnitus, Genetics","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Demography; Odds; Medicine; Odds ratio; Ethnic group; Gerontology; Hearing loss; American Community Survey; Household income; Logistic regression; Environmental health; Population; Geography; Audiology","score_opus":0.10063533894610556,"score_gpt":0.3329493690234982,"score_spread":0.23231403007739265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3111218561","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98318464,0.000008612589,0.014320699,0.0012041949,0.00012756565,0.00040800776,0.000016208503,0.00010763709,0.0006224548],"genre_scores_gemma":[0.9975253,0.000012062323,0.0008259844,0.0013812139,0.00008446256,0.000030161198,0.000014974587,0.000034482488,0.000091392474],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969147,0.0005241856,0.0008266246,0.0007950874,0.00043309,0.00050634536],"domain_scores_gemma":[0.99895644,0.00037954343,0.00026338713,0.00024751597,0.000090382375,0.00006271822],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009579642,0.00021199035,0.00030594587,0.0004755013,0.0000965522,0.00016831238,0.00033771264,0.00006151743,0.00011062051],"category_scores_gemma":[0.0019018545,0.00023492312,0.00002484594,0.00451509,0.00017760744,0.000386407,0.000262858,0.0005869644,0.00003738311],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000042980605,0.000032766522,0.92300457,0.000019637866,0.0000029000757,0.000020540741,0.021717967,0.0009341629,0.053445198,0.0002295676,0.000047855796,0.0005405242],"study_design_scores_gemma":[0.0008242634,0.000022316764,0.9455059,0.00017735611,0.0000019746121,5.8352265e-7,0.0017305886,0.021902831,0.029034,0.0004791014,0.000059019603,0.00026205214],"about_ca_topic_score_codex":0.001439607,"about_ca_topic_score_gemma":0.00039564865,"teacher_disagreement_score":0.024411196,"about_ca_system_score_codex":0.00009749735,"about_ca_system_score_gemma":0.00006147907,"threshold_uncertainty_score":0.95798874},"labels":[],"label_agreement":null},{"id":"W3111244151","doi":"10.1093/geroni/igaa057.3406","title":"Social Assistive Robots for Assisting Activity Professionals","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Family and Patient Care in Intensive Care Units","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychology; Bachelor; Medical education; Quarter (Canadian coin); Social engagement; Nursing; Applied psychology; Medicine","score_opus":0.2692782082020821,"score_gpt":0.4774859925303849,"score_spread":0.20820778432830278,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3111244151","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9195523,0.00001497617,0.03220609,0.033567537,0.0027460137,0.001562953,0.00007532502,0.00019386683,0.010080896],"genre_scores_gemma":[0.9756594,3.673091e-7,0.0010111516,0.021822367,0.0007662476,0.00032852023,0.000110680405,0.000024175453,0.00027714012],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981966,0.00029424488,0.0006452663,0.00029173517,0.00021625657,0.00035588956],"domain_scores_gemma":[0.99531966,0.0019062326,0.00046631842,0.00007749244,0.0021932113,0.000037088994],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0006953686,0.00013773108,0.00024716323,0.0002103306,0.0007726885,0.000010628551,0.000112336595,0.00018182816,0.00005190797],"category_scores_gemma":[0.008364873,0.00013802404,0.000041256197,0.0013372607,0.000034806035,0.00019463265,0.00009021478,0.0006985795,0.000029129253],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006375995,0.00014784372,0.54092693,0.0014996142,0.00007600702,0.000014448436,0.049324498,0.00015116193,0.020874113,0.06346615,0.29134887,0.031532787],"study_design_scores_gemma":[0.0057604196,0.00025626636,0.8685596,0.0040963525,0.000041146308,9.2566233e-7,0.04939646,0.006875058,0.0039623603,0.0032276057,0.056680653,0.0011431822],"about_ca_topic_score_codex":0.00003531538,"about_ca_topic_score_gemma":0.000017201923,"teacher_disagreement_score":0.32763267,"about_ca_system_score_codex":0.00020022462,"about_ca_system_score_gemma":0.00026376342,"threshold_uncertainty_score":0.9999881},"labels":[],"label_agreement":null},{"id":"W3111254877","doi":"10.1093/geroni/igaa057.1641","title":"It’s What We Do: Māori Carers Talk About Roles, Challenges, and Coordination in Caring for Older Family Members","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Aotearoa; Thematic analysis; Insider; Psychology; Family member; Face (sociological concept); Population; Nursing; Social psychology; Sociology; Gender studies; Medicine; Qualitative research; Political science; Family medicine","score_opus":0.034834775093624794,"score_gpt":0.3014692252288907,"score_spread":0.2666344501352659,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3111254877","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91585153,0.0048616133,0.0018070824,0.06846935,0.0009144749,0.0005765636,0.000005856914,0.000052183925,0.0074613676],"genre_scores_gemma":[0.99609846,0.0014718083,0.00026602397,0.0017823222,0.00020047031,0.00005684962,0.00002515805,0.000012595447,0.00008629764],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99891365,0.00005517542,0.00033327893,0.00025889947,0.00023470704,0.00020430677],"domain_scores_gemma":[0.9995114,0.00008537606,0.00010208505,0.000052438452,0.00021894662,0.000029752275],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00073189003,0.000093109426,0.00012314052,0.00024831854,0.00015307846,0.00020342486,0.00009965197,0.000081715516,0.0000054168886],"category_scores_gemma":[0.00017349244,0.00011247066,0.00001954236,0.00063107774,0.00003924141,0.0006805195,0.000032596672,0.00012634997,4.9526244e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016629041,0.000023591843,0.005748698,0.00014457267,0.00001887198,0.0000064502005,0.3472209,0.0032463765,0.0032623403,0.48849037,0.00093637203,0.15088484],"study_design_scores_gemma":[0.001988032,0.000048298793,0.029831864,0.0014839399,0.0000130465205,0.0000010226235,0.7638407,0.06829831,0.0002078116,0.0075532296,0.12597327,0.00076050253],"about_ca_topic_score_codex":0.00051048736,"about_ca_topic_score_gemma":0.0048214435,"teacher_disagreement_score":0.48093712,"about_ca_system_score_codex":0.00022543043,"about_ca_system_score_gemma":0.000083631,"threshold_uncertainty_score":0.45864207},"labels":[],"label_agreement":null},{"id":"W3111264074","doi":"10.1093/geroni/igaa057.1162","title":"5-Cog Study: Cross-Cultural Comparison of Subjective Cognitive Complaints in a Diverse Primary Care Population","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geriatric Depression Scale; Medicine; Cognition; Montreal Cognitive Assessment; Gerontology; Depression (economics); Population; Verbal learning; Cognitive decline; Clinical psychology; Verbal memory; Depressive symptoms; Demography; Psychiatry; Dementia; Cognitive impairment; Internal medicine; Disease","score_opus":0.06899587087370061,"score_gpt":0.4226726846961027,"score_spread":0.35367681382240207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3111264074","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99549156,0.000037453166,0.00012242347,0.00013818759,0.00003987742,0.0010319259,0.000012249114,0.000022787106,0.0031035575],"genre_scores_gemma":[0.9991632,9.220557e-7,0.00006369052,0.00025943614,0.00003485189,0.000038160546,0.00042021048,0.0000087565895,0.000010791191],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99853003,0.0000934628,0.0005435114,0.0002441927,0.0004139845,0.00017481833],"domain_scores_gemma":[0.99876887,0.000065026004,0.00015695611,0.00005423681,0.00092425616,0.00003068553],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025523012,0.000104715415,0.00028575494,0.00039893633,0.000052637664,0.000029488147,0.00005164197,0.000037579397,0.00005219952],"category_scores_gemma":[0.00030275845,0.00010284581,0.000023853727,0.0017525846,0.00006791013,0.00026884343,0.0000747202,0.00027288214,0.00000751968],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005062146,0.00035353663,0.96233433,0.0001909123,0.000034408764,0.000031477288,0.023062898,0.000022146154,0.0017959331,0.000051932388,0.000005158776,0.011611038],"study_design_scores_gemma":[0.0047136885,0.0003907239,0.9355681,0.00028588853,0.000024428371,0.0000011191872,0.056419354,0.00037186084,0.002116086,0.000018565495,0.000005161333,0.000085003885],"about_ca_topic_score_codex":0.00034766205,"about_ca_topic_score_gemma":0.00008273742,"teacher_disagreement_score":0.033356458,"about_ca_system_score_codex":0.00017460516,"about_ca_system_score_gemma":0.000055280154,"threshold_uncertainty_score":0.41939303},"labels":[],"label_agreement":null},{"id":"W3111287637","doi":"10.1093/geroni/igaa057.102","title":"A Scoping Review of Innovative Housing for Older Adults: Focus on Homesharing, Cohousing, NORC-SSPs, and Villages","year":2020,"lang":"en","type":"review","venue":"Innovation in Aging","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Psychosocial; Autonomy; Diversity (politics); Service (business); Sustainability; Gerontology; Affordable housing; Sociology; Psychology; Public relations; Business; Economic growth; Medicine; Political science; Marketing; Economics","score_opus":0.04818145406266267,"score_gpt":0.3874161212190299,"score_spread":0.33923466715636724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3111287637","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00013196876,0.9937321,0.0011294193,0.0005016616,0.00025822656,0.0032944456,0.000025611145,0.00007742653,0.00084913464],"genre_scores_gemma":[0.0010601758,0.99704844,0.0006118949,0.00042589754,0.00039371656,0.00031967982,0.000059033955,0.00004928616,0.000031902455],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9969367,0.00020928221,0.0015499438,0.0005600952,0.00040789868,0.000336129],"domain_scores_gemma":[0.9968559,0.0004893785,0.0016281238,0.00018092143,0.00081241014,0.00003327011],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0016293905,0.00036096672,0.0015464622,0.0008063278,0.0003880136,0.00009091213,0.00021581052,0.00016550368,0.000017834594],"category_scores_gemma":[0.0017639778,0.0003435404,0.00010416036,0.0044859326,0.00014123743,0.00022378142,0.000093978735,0.00030265664,0.0000019574638],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005687106,0.00002897053,0.00018559686,0.18887879,0.00007158387,0.0000036118352,0.053224966,3.266126e-7,1.5164177e-7,0.009423503,0.0008131739,0.7473636],"study_design_scores_gemma":[0.00035231304,0.000030656753,0.0001023796,0.83368564,0.000086377484,9.2458436e-7,0.00052867597,0.0000055721616,0.000004579746,0.00030267186,0.16448343,0.00041679642],"about_ca_topic_score_codex":0.0012414368,"about_ca_topic_score_gemma":0.0010524219,"teacher_disagreement_score":0.7469469,"about_ca_system_score_codex":0.00021268874,"about_ca_system_score_gemma":0.0006805348,"threshold_uncertainty_score":0.99990165},"labels":[],"label_agreement":null},{"id":"W3111346734","doi":"10.1093/geroni/igaa057.510","title":"Impact of Cognitive Functioning and Age on Patient-Reported Outcomes in Parkinson’s Disease","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Comorbidity; Anxiety; Cognition; Psychology; Cronbach's alpha; Depression (economics); Clinical psychology; Psychiatry; Medicine; Psychometrics; Cognitive impairment","score_opus":0.0362680676614727,"score_gpt":0.31652320693481995,"score_spread":0.2802551392733472,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3111346734","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9988849,0.000041046394,0.00013821866,0.00030943588,0.00003619425,0.0002891968,0.00001767726,0.000021801074,0.00026154274],"genre_scores_gemma":[0.9992147,0.000004847381,0.00006289591,0.00056811183,0.00001279308,0.000030135372,0.000085516105,0.000010706267,0.00001027062],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991528,0.00002184627,0.00035122,0.00020475543,0.0001559907,0.00011340832],"domain_scores_gemma":[0.9995835,0.000051646082,0.00015282923,0.00006574004,0.00007430492,0.0000720055],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000068329166,0.000104682105,0.00020672323,0.000323659,0.000020630614,0.0000098802575,0.000013188834,0.000023600236,0.000029058681],"category_scores_gemma":[0.00044396045,0.000089358335,0.000032722288,0.0006967684,0.000016968288,0.00007671018,0.000016039348,0.00009312994,0.0000020940388],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004710952,0.00024587705,0.9885501,0.000026354466,0.000072623516,0.00035355528,0.0008280463,0.00003307964,0.00044900828,0.00010088597,0.000008558232,0.00886078],"study_design_scores_gemma":[0.0029818967,0.00022992663,0.9952674,0.0002905165,0.000034686258,0.0000014915476,0.00021281038,0.00045613907,0.00026161564,0.0001510784,0.000043330587,0.000069091],"about_ca_topic_score_codex":0.00007815216,"about_ca_topic_score_gemma":0.0000033409228,"teacher_disagreement_score":0.008791689,"about_ca_system_score_codex":0.00007986663,"about_ca_system_score_gemma":0.0000653911,"threshold_uncertainty_score":0.3643927},"labels":[],"label_agreement":null},{"id":"W3111402450","doi":"10.1093/geroni/igaa057.1204","title":"Does Change Predict Change in the CHANGE Intervention Study?","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; Université Laval; University of Alberta; University of Guelph","funders":"","keywords":"Psychological intervention; Medicine; Percentile; Behaviour change; Behavior change; Gerontology; Disease; Physical therapy; Demography; Psychology; Internal medicine; Statistics","score_opus":0.26934382119785005,"score_gpt":0.4627691461014072,"score_spread":0.19342532490355713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3111402450","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97676545,0.00017177872,0.00006221246,0.019106563,0.0013638331,0.0018642151,0.000018070436,0.00007039251,0.00057748],"genre_scores_gemma":[0.9884178,0.0000056166987,0.000013731543,0.0074012745,0.00085883937,0.0031767555,0.00005730965,0.00001565838,0.000052995096],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982765,0.00029648773,0.00067492336,0.00028862257,0.00017861405,0.00028486399],"domain_scores_gemma":[0.9994733,0.00002922266,0.0001926659,0.00020672823,0.000069271155,0.000028827251],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010012508,0.00012209122,0.00014976475,0.0004372723,0.00006341461,0.000034788838,0.00023907505,0.000073282376,0.0006116394],"category_scores_gemma":[0.00003979823,0.00008223734,0.000043913355,0.002085527,0.000023229335,0.00040095663,0.000055046803,0.00038558527,0.00008439891],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032264,0.00058898213,0.75455964,0.000041243726,0.000005181232,0.0000259041,0.09020697,3.9433633e-8,0.0000063295342,0.0028154992,0.00038301307,0.15133494],"study_design_scores_gemma":[0.0010009275,0.00033102956,0.9823017,0.00017086006,0.000006464394,0.0000014253866,0.011625075,0.000084921434,0.0000043679443,0.00008768449,0.0042869733,0.00009853882],"about_ca_topic_score_codex":0.0038803103,"about_ca_topic_score_gemma":0.0014947553,"teacher_disagreement_score":0.2277421,"about_ca_system_score_codex":0.000057796886,"about_ca_system_score_gemma":0.0000049504256,"threshold_uncertainty_score":0.66970223},"labels":[],"label_agreement":null},{"id":"W3111426266","doi":"10.1093/geroni/igaa057.1216","title":"Going Viral: Understanding Medical Misinformation and Older Adults’ Vaccine Hesitancy","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Vaccination; Misinformation; Medicine; Thematic analysis; Psychological intervention; Disease; Population; Pandemic; Influenza vaccine; Family medicine; Environmental health; Qualitative research; Immunology; Coronavirus disease 2019 (COVID-19); Infectious disease (medical specialty); Nursing","score_opus":0.03357597884873194,"score_gpt":0.3020252777770574,"score_spread":0.2684492989283255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3111426266","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9182329,0.00018943552,0.026995972,0.04462747,0.0001591203,0.00022187897,8.423004e-7,0.00012057406,0.009451781],"genre_scores_gemma":[0.99621016,0.000073686824,0.00022863572,0.0031977503,0.0002442038,0.000003782122,0.000008510918,0.0000069546572,0.000026305648],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9988854,0.00004303319,0.00040427316,0.00014309278,0.00033665248,0.00018753983],"domain_scores_gemma":[0.9996239,0.000081066355,0.00011420505,0.000048994454,0.000071136084,0.000060677972],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006280393,0.0000727871,0.00010908179,0.00018434395,0.00023424429,0.00008971007,0.00009086409,0.000075113996,0.00022333498],"category_scores_gemma":[0.00062443066,0.000078221485,0.000011897107,0.0011390045,0.000007512408,0.0007624981,0.000030283065,0.0001640325,0.000013341783],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050574443,0.00002795788,0.332274,0.00018806415,0.000013116159,0.000031981748,0.13563769,0.000015063419,0.0001462069,0.4983649,0.0039488403,0.029301634],"study_design_scores_gemma":[0.01799247,0.0002469135,0.60310435,0.0056078993,0.00005302419,0.000025142166,0.20264398,0.046066973,0.0010754005,0.061003767,0.05970377,0.0024763194],"about_ca_topic_score_codex":0.00008501719,"about_ca_topic_score_gemma":0.00016937651,"teacher_disagreement_score":0.43736112,"about_ca_system_score_codex":0.00013176622,"about_ca_system_score_gemma":0.00008999204,"threshold_uncertainty_score":0.31897798},"labels":[],"label_agreement":null},{"id":"W3111441242","doi":"10.1093/geroni/igaa057.3387","title":"Forecasting Individual Aging Trajectories and Survival with an Interpretable Network Model","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Baseline (sea); Computer science; Scalability; Machine learning; State variable; Artificial intelligence; Longitudinal data; Data mining","score_opus":0.05327658174441205,"score_gpt":0.269916452289791,"score_spread":0.21663987054537895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3111441242","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9228561,0.000012619349,0.073863976,0.000695575,0.000041080155,0.0002012194,0.0000036047816,0.000055494686,0.0022703647],"genre_scores_gemma":[0.9849245,0.0000038266885,0.012970564,0.0019283436,0.00009322836,0.000019638319,0.000019069308,0.000027607377,0.000013238692],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983385,0.000085291525,0.00037061976,0.0005009362,0.00030713872,0.0003974836],"domain_scores_gemma":[0.9995573,0.00007937635,0.00014817655,0.00012251188,0.000011115839,0.00008147586],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010022384,0.000160925,0.00016331214,0.00007013273,0.00018872591,0.00008369548,0.00013597545,0.00004326576,0.0000710886],"category_scores_gemma":[0.000101422804,0.00016384223,0.00000778895,0.0010830184,0.000116048635,0.0008864045,0.00017943751,0.00031708955,0.000005742233],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023998722,0.000017030809,0.7881946,0.00002391457,0.000008004272,0.000010797721,0.010477396,0.17599067,0.0007662507,0.00039130897,0.000025891884,0.024070168],"study_design_scores_gemma":[0.0006631526,0.00010124708,0.116711184,0.00013265856,0.000011386211,0.0000081581065,0.0021908458,0.8778168,0.00040817412,0.0013396523,0.00024011167,0.00037663867],"about_ca_topic_score_codex":0.00017091207,"about_ca_topic_score_gemma":0.0001624378,"teacher_disagreement_score":0.7018261,"about_ca_system_score_codex":0.00010929581,"about_ca_system_score_gemma":0.000021491653,"threshold_uncertainty_score":0.6681292},"labels":[],"label_agreement":null},{"id":"W3111470300","doi":"10.1093/geroni/igaa057.951","title":"Adaptive Causal Thinking About Mobility Challenges: Implications for Quality of Life","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Psychology of Moral and Emotional Judgment","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; University of Manitoba","funders":"","keywords":"Learned helplessness; Attribution; Intervention (counseling); Psychology; Quality of life (healthcare); Gerontology; Developmental psychology; Medicine; Social psychology; Psychotherapist; Psychiatry","score_opus":0.3998349506060504,"score_gpt":0.3948179973716464,"score_spread":0.005016953234403987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3111470300","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92048544,0.0000652551,0.019269042,0.057817936,0.00014256965,0.00035430453,0.000039663315,0.0000536256,0.0017721478],"genre_scores_gemma":[0.99356294,0.000016065555,0.0010611474,0.0052167173,0.000067185516,0.000059211747,0.0000061028995,0.0000051365346,0.0000054900806],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99887395,0.00007559485,0.0005115949,0.00029157472,0.00012422918,0.00012306575],"domain_scores_gemma":[0.9992273,0.00027815448,0.0002289461,0.00011774408,0.00012153778,0.000026326145],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060765375,0.0000674919,0.00013547171,0.00008647375,0.00007477201,0.0000072982125,0.00015637102,0.000039708168,0.000009141774],"category_scores_gemma":[0.0011532442,0.00006891682,0.000025863153,0.00053953414,0.000072041905,0.00012873813,0.000039954455,0.000110019435,0.0000035363175],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000106302585,0.00018474166,0.013176102,0.00010727715,0.000006171484,2.2439141e-7,0.0034385899,0.00043781486,0.14208134,0.83344275,0.0002204338,0.0067982525],"study_design_scores_gemma":[0.0010047172,0.00010408945,0.86250174,0.000055018405,0.0000028254617,7.86959e-7,0.00071103335,0.0010478655,0.014002759,0.11975417,0.00063657836,0.00017840027],"about_ca_topic_score_codex":0.000015654865,"about_ca_topic_score_gemma":0.000005450423,"teacher_disagreement_score":0.84932566,"about_ca_system_score_codex":0.000031140822,"about_ca_system_score_gemma":0.00004060747,"threshold_uncertainty_score":0.28103465},"labels":[],"label_agreement":null},{"id":"W3111487153","doi":"10.1093/geroni/igaa057.1909","title":"Ageist Communication Experienced by Middle-Aged and Older Adults","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Psychology; Older people; Gerontology; Social psychology; Medicine","score_opus":0.06626775276778128,"score_gpt":0.3675506668158571,"score_spread":0.3012829140480758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3111487153","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9851483,0.00051552494,0.0014160199,0.006726083,0.00005350494,0.00014155872,0.0000019183772,0.000058504695,0.005938568],"genre_scores_gemma":[0.99732745,0.000003882979,0.00026624405,0.001803402,0.000022927163,0.00006177652,0.000051682226,0.000008784842,0.00045383046],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9991265,0.00013249421,0.0002636769,0.0002212125,0.00008739067,0.00016874695],"domain_scores_gemma":[0.99957806,0.00007846912,0.000073703595,0.00018741388,0.000055014214,0.000027359496],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030414457,0.00006895212,0.00009594705,0.00011037799,0.00009431018,0.000026641965,0.00014334901,0.00006405566,0.00020915215],"category_scores_gemma":[0.00010051557,0.000073938856,0.0000065994973,0.0006764753,0.00010171339,0.00009484018,0.000053442178,0.00026829023,0.0000266982],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025989523,0.00018226983,0.3248342,0.00009249211,0.00003935511,0.000028415421,0.5386558,0.0000025583852,0.004622591,0.019922052,0.041863225,0.06949714],"study_design_scores_gemma":[0.010268716,0.00020479521,0.7765063,0.00046946792,0.000010382269,0.000036209043,0.18954454,0.0028478196,0.0034934091,0.00083355693,0.01486043,0.0009243955],"about_ca_topic_score_codex":0.00018306772,"about_ca_topic_score_gemma":0.000017425595,"teacher_disagreement_score":0.45167208,"about_ca_system_score_codex":0.000017433116,"about_ca_system_score_gemma":0.000008815656,"threshold_uncertainty_score":0.3015139},"labels":[],"label_agreement":null},{"id":"W3111504128","doi":"10.1093/geroni/igaa057.666","title":"Association Between Prescription Opioid Use and Mortality in Community-Dwelling Older Adults","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Medicine; Medical prescription; Logistic regression; Mental health; Marital status; Opioid; Comorbidity; Polypharmacy; Psychiatry; Gerontology; Environmental health; Population; Internal medicine","score_opus":0.07531506505798147,"score_gpt":0.3318848737659887,"score_spread":0.2565698087080072,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3111504128","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9965142,0.00003031386,0.00068138953,0.0017419559,0.000045858593,0.00036651336,0.000004768253,0.000059795602,0.00055522274],"genre_scores_gemma":[0.9987316,0.000018053268,0.00013307757,0.00076254026,0.000089393616,0.00001459557,0.00020766811,0.0000094772995,0.000033567492],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99903363,0.00009435712,0.00040334137,0.00014273742,0.00019368561,0.00013222218],"domain_scores_gemma":[0.99953294,0.00009151264,0.00014315205,0.00011537976,0.00009185792,0.000025179355],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005889948,0.000081009326,0.00015089392,0.00022688918,0.00004550785,0.0000706361,0.000042197356,0.000050039387,0.000018830373],"category_scores_gemma":[0.000414969,0.00009416564,0.000011052609,0.00087173557,0.000014856074,0.00043848105,0.000052229003,0.00034577944,0.0000028192583],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015242862,0.000039804854,0.99354535,0.00038976947,0.000026853844,0.0000041110243,0.0037027104,0.000070676855,0.00012886894,0.0004946068,0.0001446837,0.0014373291],"study_design_scores_gemma":[0.0014722563,0.000017872337,0.99264365,0.00045436932,0.000030261515,9.966295e-8,0.0016287557,0.0030455384,0.00011489716,0.00032195298,0.00019874562,0.00007161239],"about_ca_topic_score_codex":0.00079293473,"about_ca_topic_score_gemma":0.00009542864,"teacher_disagreement_score":0.0029748615,"about_ca_system_score_codex":0.00022150735,"about_ca_system_score_gemma":0.000031451644,"threshold_uncertainty_score":0.3839963},"labels":[],"label_agreement":null},{"id":"W3111521604","doi":"10.1093/geroni/igaa057.990","title":"The Importance of Positive Events When Living With Chronic Pain","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Chronic pain; Affect (linguistics); Anxiety; Distress; Medicine; Activities of daily living; Pain catastrophizing; Depression (economics); Internal medicine; Psychology; Physical therapy; Clinical psychology; Psychiatry","score_opus":0.014945288799733199,"score_gpt":0.2711854808476963,"score_spread":0.25624019204796306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3111521604","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9837131,0.00028395123,0.0051882653,0.008072369,0.000029030149,0.00027320723,0.0000013011783,0.00001683532,0.0024219656],"genre_scores_gemma":[0.9978008,0.000008922671,0.00047325282,0.0016078503,0.000026196662,0.00001585963,0.0000070119277,0.000007993526,0.00005209612],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99942684,0.000026894322,0.00023882423,0.00009264607,0.00012245323,0.00009232459],"domain_scores_gemma":[0.9996006,0.00009314991,0.00013661529,0.00009114556,0.00006521172,0.0000132795885],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002625276,0.00005689927,0.000095610376,0.000044818873,0.000033442473,0.000005370757,0.00004246826,0.000013622598,0.000025115021],"category_scores_gemma":[0.00012789332,0.000036435747,0.000010618447,0.00048503908,0.000020448695,0.00004810152,0.000011058729,0.00006260269,0.0000019565553],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028296834,0.000055914665,0.9870037,0.00006786336,0.000063529755,0.000004882202,0.0028436028,0.000007859085,0.0006250167,0.0018329875,0.00015097302,0.0073153935],"study_design_scores_gemma":[0.0024877475,0.00054581295,0.9810481,0.004157985,0.000023732126,0.0000064692254,0.002118554,0.0041452437,0.0008751335,0.0038380607,0.0006124356,0.00014071942],"about_ca_topic_score_codex":0.000014442946,"about_ca_topic_score_gemma":0.00001445528,"teacher_disagreement_score":0.014087741,"about_ca_system_score_codex":0.00004667465,"about_ca_system_score_gemma":0.00005098633,"threshold_uncertainty_score":0.14858067},"labels":[],"label_agreement":null},{"id":"W3111541331","doi":"10.1093/geroni/igaa057.2063","title":"Contexts That Exclude: Loneliness in North America, Europe, and Africa","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Loneliness; Ideology; Politics; Social exclusion; Disadvantage; Social isolation; Sociology; Social psychology; Psychology; Political science","score_opus":0.0783572581404568,"score_gpt":0.34522495042861306,"score_spread":0.26686769228815627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3111541331","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94220877,0.00020940416,0.00049622875,0.049532875,0.00015498593,0.00015987053,0.0000033486062,0.000038800605,0.0071956953],"genre_scores_gemma":[0.98926324,0.0001149524,0.00011604102,0.010282292,0.000097465105,0.000007541432,0.000004714664,0.0000051145457,0.00010862208],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991717,0.00007853545,0.00025893617,0.0001323736,0.00014828863,0.00021019994],"domain_scores_gemma":[0.9996624,0.00009904844,0.000074995,0.000040814302,0.00008036622,0.00004237125],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003236354,0.000051613562,0.00011276667,0.00011555249,0.000100828656,0.000051273393,0.00008123077,0.00002401082,0.000032021493],"category_scores_gemma":[0.00054137496,0.000053621985,0.0000050783124,0.0023843292,0.00006533416,0.00019158567,0.000032182637,0.00012121329,0.000008526951],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000049938967,0.000008354968,0.93736875,0.000039224436,9.124154e-7,0.000009324184,0.033864398,0.000027645776,0.0000040185514,0.009338473,0.0007522913,0.018581621],"study_design_scores_gemma":[0.00027846688,0.0000052571318,0.77648634,0.000038362017,6.381846e-7,1.1125684e-7,0.0073970654,0.00023424649,0.000004173468,0.00015444936,0.21530537,0.000095488664],"about_ca_topic_score_codex":0.0024603158,"about_ca_topic_score_gemma":0.0039475528,"teacher_disagreement_score":0.21455309,"about_ca_system_score_codex":0.000033239034,"about_ca_system_score_gemma":0.000086699045,"threshold_uncertainty_score":0.37192777},"labels":[],"label_agreement":null},{"id":"W3111585114","doi":"10.1093/geroni/igaa057.110","title":"Creativity and Dementia: New Directions From Embodiment, Relationality, and Citizenship Discourse","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Creativity in Education and Neuroscience","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University Health Network","funders":"","keywords":"Creativity; Embodied cognition; Citizenship; Scholarship; Politics; Psychology; Dementia; Sociology; Everyday life; Epistemology; Social psychology; Aesthetics; Political science; Medicine","score_opus":0.09221586256503805,"score_gpt":0.3922304686054791,"score_spread":0.30001460604044106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3111585114","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9605295,0.00015521834,0.003685386,0.024409119,0.0002925542,0.00011866433,0.000013731572,0.000047729354,0.010748082],"genre_scores_gemma":[0.99709976,0.000012543996,0.0004566704,0.0018423037,0.00011907563,0.000013100886,0.00002035218,0.000006474053,0.00042973767],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991626,0.000085863314,0.00023892605,0.00029715957,0.00010721782,0.000108235174],"domain_scores_gemma":[0.9994889,0.00022883364,0.00010020312,0.00009424737,0.000032478507,0.00005536037],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020419157,0.00007844378,0.0000922261,0.00013695621,0.00010974449,0.00006290793,0.00004703308,0.000035306384,0.00040055887],"category_scores_gemma":[0.00026021228,0.00008696398,0.0000078902685,0.00082799495,0.00010254259,0.00014773336,0.000041985073,0.00014870615,0.000012316678],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000111350455,0.00004493662,0.88560456,0.0000038255716,0.000017791263,0.0000018949946,0.007950173,0.000004155097,0.0031544655,0.09258603,0.0033662394,0.007254807],"study_design_scores_gemma":[0.00050974917,0.000016867347,0.9804855,0.000018944245,0.000013779954,0.0000034139898,0.0014734472,0.00018261521,0.0004405695,0.014244653,0.0024953505,0.000115123046],"about_ca_topic_score_codex":0.0003488676,"about_ca_topic_score_gemma":0.000033104116,"teacher_disagreement_score":0.094880946,"about_ca_system_score_codex":0.000017796254,"about_ca_system_score_gemma":0.000033511373,"threshold_uncertainty_score":0.43858388},"labels":[],"label_agreement":null},{"id":"W3111622972","doi":"10.1093/geroni/igaa057.136","title":"Qualitative Interview Analysis: Unpacking Packed Interviews","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Unpacking; Construct (python library); Narrative; Qualitative research; Sociology; Qualitative analysis; Value (mathematics); Social worlds; Psychology; Social science; Computer science; Art","score_opus":0.5116556258638671,"score_gpt":0.5351539840732823,"score_spread":0.02349835820941515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3111622972","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8981274,0.00025624852,0.018989913,0.055610802,0.0003163348,0.0004993183,0.000004499064,0.00014941343,0.026046064],"genre_scores_gemma":[0.99636567,0.000038358638,0.00027048288,0.003080294,0.000111981484,0.000029390143,0.00001852886,0.000006402112,0.00007891932],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9976748,0.0008335073,0.00068503374,0.0002646793,0.00032087203,0.00022105865],"domain_scores_gemma":[0.99931836,0.00011245246,0.00022152727,0.00012209281,0.00018034363,0.00004520074],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036336791,0.00009574538,0.00023383238,0.00028859082,0.00013482057,0.000101758815,0.00021280194,0.000038781873,0.00037155388],"category_scores_gemma":[0.0007433097,0.00009642618,0.00007628625,0.0056352727,0.0001192626,0.00027918254,0.00006148385,0.00013724396,0.000038283666],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000049448117,0.00004612424,0.06844898,0.00007879422,0.00010429377,0.0000012540702,0.8243934,0.000030500021,0.00009978327,0.08574263,0.00041744043,0.020631837],"study_design_scores_gemma":[0.00069917773,0.00006647689,0.023538398,0.00038164025,0.00013471142,7.1343415e-8,0.87634873,0.0009941643,0.00031651722,0.031604633,0.06536196,0.00055351737],"about_ca_topic_score_codex":0.0009359392,"about_ca_topic_score_gemma":0.0018960922,"teacher_disagreement_score":0.09823824,"about_ca_system_score_codex":0.0002013081,"about_ca_system_score_gemma":0.000051545827,"threshold_uncertainty_score":0.40682545},"labels":[],"label_agreement":null},{"id":"W3111634148","doi":"10.1093/geroni/igaa057.1217","title":"Hum Along With the Silent Disco Headphones: Lessons Learned in Implementing the Headphone Program in a Hospital Unit","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Music Therapy and Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Headphones; Unit (ring theory); Thematic analysis; Applied psychology; Dementia; Psychology; Multimedia; Medicine; Medical education; Computer science; Engineering; Qualitative research; Mathematics education; Sociology","score_opus":0.10415348428083376,"score_gpt":0.4184256070927612,"score_spread":0.31427212281192746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3111634148","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83680624,0.0000730124,0.0004325738,0.16104847,0.0001366909,0.0008460725,0.0000028906143,0.000047308902,0.00060675887],"genre_scores_gemma":[0.99498844,0.0000066168777,0.00013147802,0.0042618476,0.00013853794,0.00038076023,0.000025203039,0.00002248055,0.000044645913],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982088,0.00024234373,0.0005858384,0.00031071846,0.00017512238,0.00047717878],"domain_scores_gemma":[0.99934435,0.00013769876,0.00021266825,0.00023721298,0.000045952595,0.000022130405],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001311758,0.00014008133,0.00017994875,0.0002124417,0.00015561908,0.000063817686,0.00022783941,0.000050178834,0.00015017403],"category_scores_gemma":[0.00003526824,0.00009042421,0.000017449287,0.0031470426,0.00007497738,0.000110726,0.000059308706,0.0006505539,0.000012435034],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021766407,0.0005539842,0.50400454,0.00006992663,0.00003928433,0.0000533498,0.28225127,0.00026184917,0.00060061365,0.04741174,0.0010597904,0.163476],"study_design_scores_gemma":[0.003635049,0.00041238195,0.8581256,0.0002417608,0.000005416525,0.000004833607,0.10641165,0.0006137345,0.000120409524,0.0009129311,0.029199272,0.0003169333],"about_ca_topic_score_codex":0.0025568763,"about_ca_topic_score_gemma":0.006973349,"teacher_disagreement_score":0.35412112,"about_ca_system_score_codex":0.00006557068,"about_ca_system_score_gemma":0.00008716862,"threshold_uncertainty_score":0.38912925},"labels":[],"label_agreement":null},{"id":"W3111638616","doi":"10.1093/geroni/igaa057.590","title":"Making Quality Improvement Data Meaningful for Long-Term Care Administrators","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary; University of Alberta; Dalhousie University; University of Toronto","funders":"","keywords":"Context (archaeology); Focus group; Usability; Qualitative property; Knowledge management; Quality (philosophy); Quality management; Data quality; Process management; Computer science; Business; Marketing; Geography","score_opus":0.2705258855583747,"score_gpt":0.5150041371643593,"score_spread":0.24447825160598463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3111638616","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9678408,0.00014226542,0.018881675,0.00852202,0.0015493442,0.0011916754,0.00014267216,0.00016036711,0.001569165],"genre_scores_gemma":[0.9955099,0.000002338499,0.0011161164,0.0019482297,0.0005557545,0.00007033201,0.00074222253,0.000019879699,0.00003520747],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982588,0.00008029793,0.00083141745,0.00035661203,0.00017642595,0.0002964338],"domain_scores_gemma":[0.9987976,0.00017171366,0.00035582887,0.0003459433,0.00029743943,0.00003145706],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00073882943,0.00010859892,0.00018977445,0.00014012163,0.0002732837,0.000023658726,0.0002622517,0.00008489907,0.000059744387],"category_scores_gemma":[0.00048739373,0.00011408042,0.000019242592,0.00085296703,0.000014158003,0.00017641918,0.00016638229,0.00027927253,0.000010168571],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017474458,0.00004000421,0.76216704,0.0031330928,0.000032054628,0.0000075625812,0.064391196,0.0000073492215,0.002655788,0.0076059652,0.009302751,0.15048246],"study_design_scores_gemma":[0.007835083,0.00050104625,0.683153,0.0022412622,0.00009726791,0.0000010984979,0.23000886,0.00077666354,0.0021988403,0.0012694541,0.070573084,0.0013443552],"about_ca_topic_score_codex":0.0000636998,"about_ca_topic_score_gemma":0.00014176515,"teacher_disagreement_score":0.16561766,"about_ca_system_score_codex":0.00017003113,"about_ca_system_score_gemma":0.00026659554,"threshold_uncertainty_score":0.46520647},"labels":[],"label_agreement":null},{"id":"W3111698072","doi":"10.1093/geroni/igaa057.328","title":"#Dementia: An Evaluation of the Worldwide Dementia Twitter Network","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Influencer marketing; Dementia; Social media; Conversation; Health care; Analytics; Social network (sociolinguistics); Psychology; Internet privacy; Disease; Medicine; Computer science; World Wide Web; Business; Political science; Data science; Communication","score_opus":0.21243989826044987,"score_gpt":0.4351859688487707,"score_spread":0.22274607058832083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3111698072","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9653074,0.000102169564,0.00031746505,0.027552139,0.0028006183,0.0008940767,3.965379e-7,0.000026584024,0.0029991101],"genre_scores_gemma":[0.9955124,0.0000030262115,0.0007346815,0.0024102223,0.0011490214,0.0001753546,0.000006365071,0.0000064499645,0.0000024637088],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979899,0.00057847257,0.00043659538,0.00013767289,0.0006711606,0.00018618569],"domain_scores_gemma":[0.99877256,0.0002171528,0.0002991721,0.00010775173,0.0005747388,0.000028611928],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038686176,0.00004946839,0.0000756919,0.00007688414,0.00023511033,0.000028660534,0.0001849064,0.00004623627,0.00013234217],"category_scores_gemma":[0.002852767,0.000048515052,0.000012342959,0.0037400837,0.000074283394,0.00023254761,0.000025510528,0.00012845763,0.0000050839403],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000029109547,0.00002019966,0.89557385,0.000012966458,0.0000116520105,4.05318e-8,0.05223613,0.00099637,0.00015042379,0.011231779,0.00093711953,0.038826574],"study_design_scores_gemma":[0.0003426789,0.000012210656,0.96476686,0.00007034767,0.000049760416,3.0448483e-8,0.0072953003,0.0025252872,0.00022959251,0.009586861,0.015020076,0.000101017875],"about_ca_topic_score_codex":0.0009840721,"about_ca_topic_score_gemma":0.00084932044,"teacher_disagreement_score":0.069193,"about_ca_system_score_codex":0.00014148078,"about_ca_system_score_gemma":0.00047950813,"threshold_uncertainty_score":0.34152344},"labels":[],"label_agreement":null},{"id":"W3111705852","doi":"10.1093/geroni/igaa057.3386","title":"Emotional Complexity In Daily Life: On The Role Of Emotional Dynamics, Age, &amp; Culture","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Psychology; Construct (python library); Perspective (graphical); Developmental psychology; Emotional well-being; Young adult","score_opus":0.13356841368236358,"score_gpt":0.38650821500055954,"score_spread":0.25293980131819593,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3111705852","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9365707,0.000054346223,0.0021296388,0.025640033,0.00014397787,0.00015556905,0.000026459831,0.000029443416,0.035249814],"genre_scores_gemma":[0.9968713,5.555323e-7,0.00031713324,0.00202095,0.000097938704,0.000011997468,0.00017424831,0.000008018981,0.0004978648],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.998777,0.00019885943,0.00039054465,0.00022523785,0.00021870165,0.00018967767],"domain_scores_gemma":[0.9994593,0.00012246247,0.00011330403,0.00015685537,0.00012474884,0.000023321234],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005362236,0.00008722358,0.00014122053,0.00020934419,0.000061164086,0.000013614359,0.00020057046,0.000087032866,0.00065645797],"category_scores_gemma":[0.000335419,0.00007296384,0.000021814014,0.0011309913,0.00015781293,0.000045937948,0.000047128262,0.0005480315,0.00009298243],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057214722,0.000115454146,0.32189387,0.000011995119,0.000021314308,0.0000057975844,0.007783016,0.00015613064,0.00015808517,0.6632482,0.004489714,0.00205919],"study_design_scores_gemma":[0.0008070871,0.00004398848,0.9566804,0.00007640022,0.00000185156,0.000005044653,0.004557874,0.0056449375,0.000031478514,0.029309915,0.002707484,0.00013351817],"about_ca_topic_score_codex":0.00016668187,"about_ca_topic_score_gemma":0.0002531408,"teacher_disagreement_score":0.63478655,"about_ca_system_score_codex":0.00006246452,"about_ca_system_score_gemma":0.000044426837,"threshold_uncertainty_score":0.71877545},"labels":[],"label_agreement":null},{"id":"W3111789093","doi":"10.1093/geroni/igaa057.586","title":"Evidence for Publicly Reported Quality Indicators in Residential Long-Term Care: A Systematic Review","year":2020,"lang":"en","type":"review","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Stakeholder; Inter-rater reliability; Systematic review; Best practice; Psychological intervention; Public health; Quality (philosophy); Health care; Grey literature; Medicine; Transparency (behavior); Business; Environmental health; Psychology; MEDLINE; Nursing; Public relations; Political science","score_opus":0.28169869420292415,"score_gpt":0.5480427445187014,"score_spread":0.26634405031577724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3111789093","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00009748419,0.9865865,0.00019984804,0.0010403129,0.0013596381,0.010488112,0.000021969023,0.0001035387,0.00010255755],"genre_scores_gemma":[0.00050780806,0.9937061,0.00007245011,0.0004512779,0.00032963027,0.0041138097,0.0006132807,0.00006193007,0.00014368199],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9896981,0.0019882102,0.0065903813,0.00072351843,0.00050691,0.0004928508],"domain_scores_gemma":[0.9915838,0.0019940473,0.0050238455,0.00075764454,0.0005807417,0.000059907426],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0068288874,0.00038251144,0.0032824427,0.0024868562,0.00019859019,0.0000508635,0.00044987717,0.00043907162,0.000045742727],"category_scores_gemma":[0.014825798,0.0003413372,0.00025812135,0.010636193,0.000024023137,0.0002860781,0.00014335038,0.0011947752,0.00003391436],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000061540686,0.00001151802,0.002017662,0.9510458,0.000041494866,0.000024344761,0.0015992372,1.4521707e-8,7.359229e-8,0.0005202543,0.0013282406,0.04340521],"study_design_scores_gemma":[0.00028749014,0.000014723892,0.0010940222,0.96409416,0.00058516377,0.0000070616707,0.0004880208,2.3369395e-7,9.061532e-8,0.00004599268,0.033064295,0.00031874236],"about_ca_topic_score_codex":0.0003518188,"about_ca_topic_score_gemma":0.00033788945,"teacher_disagreement_score":0.043086465,"about_ca_system_score_codex":0.0014735474,"about_ca_system_score_gemma":0.002270238,"threshold_uncertainty_score":0.99990386},"labels":[],"label_agreement":null},{"id":"W3111802256","doi":"10.1093/geroni/igaa057.542","title":"Factors Associated With Depressive Symptoms Among U.S. Older Chinese Immigrants","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Sleep and related disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pittsburgh Sleep Quality Index; Medicine; Ethnic group; Depression (economics); Quality of life (healthcare); Cognition; Mental health; Psychological intervention; Depressive symptoms; Gerontology; Immigration; Clinical psychology; Psychiatry; Psychology; Sleep quality","score_opus":0.0191711445348071,"score_gpt":0.2831477067742955,"score_spread":0.2639765622394884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3111802256","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99349624,0.000072719435,0.00066901953,0.00050704397,0.00027035436,0.00019483003,0.000003986324,0.00013536449,0.004650448],"genre_scores_gemma":[0.9989139,8.784359e-7,0.000003843036,0.0008259109,0.000034260593,0.000022127011,0.00007888583,0.000026994418,0.000093188704],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989631,0.000055412926,0.00032789758,0.00027035273,0.00015078181,0.00023242364],"domain_scores_gemma":[0.9994754,0.0000790797,0.00020427344,0.000114185474,0.00009417254,0.000032856504],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008982881,0.00015408389,0.00016270173,0.00025250364,0.00006076777,0.00002502472,0.00011607087,0.00014016207,0.00027952017],"category_scores_gemma":[0.00015083468,0.00011453336,0.000022419797,0.0024904257,0.00005335932,0.00014117606,0.00001958869,0.0003209853,0.000019583878],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011084473,0.00006737456,0.9853534,0.00000321368,0.0002264333,0.0000137180405,0.012231789,0.00021183775,0.000111965535,0.00024823472,0.0004171688,0.0011037556],"study_design_scores_gemma":[0.002165059,0.00002322689,0.99555975,0.00006581909,0.000018812276,3.2040958e-7,0.0015704172,0.00027172305,0.0000707079,0.00005010599,0.000037644997,0.00016641802],"about_ca_topic_score_codex":0.00015995665,"about_ca_topic_score_gemma":0.000060687726,"teacher_disagreement_score":0.010661372,"about_ca_system_score_codex":0.00002898339,"about_ca_system_score_gemma":0.000013893447,"threshold_uncertainty_score":0.46705347},"labels":[],"label_agreement":null},{"id":"W3111813436","doi":"10.1093/geroni/igaa057.3327","title":"Spatial Analysis of Healthcare Offer and Request for Older People Aged 65 Years and Over in Quebec","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institut National d'Excellence en Santé et en Services Sociaux","funders":"","keywords":"Health care; Business; Health services; Population; Older people; Index (typography); Geography; Gerontology; Medicine; Environmental health; Economic growth; Computer science; World Wide Web; Economics","score_opus":0.09704991148327764,"score_gpt":0.45732326902548776,"score_spread":0.3602733575422101,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3111813436","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9803729,0.00011579023,0.0008451587,0.017793415,0.00013528521,0.00060103653,0.000028050186,0.0000135956825,0.000094760384],"genre_scores_gemma":[0.9970788,0.00001599655,0.00025592142,0.0023385123,0.00009969699,0.000062780746,0.00004633576,0.000010233528,0.00009174734],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99831384,0.00040153528,0.00078317005,0.00020573447,0.00011259699,0.00018309343],"domain_scores_gemma":[0.99878067,0.0005955463,0.00036087446,0.000089353554,0.00013225137,0.00004129728],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013693229,0.000069618334,0.00031522213,0.0004892549,0.000082776154,0.000010419998,0.000034705186,0.00011160505,0.00006035107],"category_scores_gemma":[0.00051954796,0.00007152012,0.000013718448,0.0018269139,0.000013551259,0.00019183777,0.000032113396,0.00029898316,8.160059e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037756075,0.0000075816306,0.94311893,0.0008595145,0.000023028015,0.0000013028992,0.042590763,0.0000065396052,0.00019926192,0.0026807755,0.00022047605,0.0102540925],"study_design_scores_gemma":[0.00065924646,0.000020608977,0.98853785,0.00021259267,0.000015479442,7.27593e-8,0.0044130334,0.0016780121,0.0000056754648,0.00006787688,0.004323438,0.00006609661],"about_ca_topic_score_codex":0.19977511,"about_ca_topic_score_gemma":0.34404776,"teacher_disagreement_score":0.14427263,"about_ca_system_score_codex":0.000067578905,"about_ca_system_score_gemma":0.00017840294,"threshold_uncertainty_score":0.8055537},"labels":[],"label_agreement":null},{"id":"W3111824756","doi":"10.1093/geroni/igaa057.1185","title":"A Systematic Review of the Psychometric Properties of the Geriatric Anxiety Inventory","year":2020,"lang":"en","type":"review","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke; Université Laval","funders":"","keywords":"Checklist; Anxiety; Clinical psychology; PsycINFO; Psychology; CINAHL; Reliability (semiconductor); Convergent validity; Psychometrics; Internal consistency; MEDLINE; Psychiatry; Psychological intervention","score_opus":0.1257638530320074,"score_gpt":0.39979491532096784,"score_spread":0.27403106228896046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3111824756","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000074086434,0.99447703,0.000011806828,0.0004746136,0.00070686603,0.002377939,0.0000054281804,0.000015071296,0.0018571723],"genre_scores_gemma":[0.0018177321,0.9964372,0.00000823525,0.0003183501,0.000060885584,0.00049201434,0.0000039965917,0.00002887266,0.0008327236],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9953695,0.0015994312,0.0021040568,0.00029984888,0.00041358225,0.00021356062],"domain_scores_gemma":[0.9966953,0.00013387324,0.0019644047,0.0009271135,0.00026562266,0.000013716247],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024397932,0.00022345316,0.0016818657,0.0007430867,0.00005459113,0.000009173361,0.0010145047,0.00017660306,0.00004729606],"category_scores_gemma":[0.0017529447,0.00011026482,0.00031437955,0.012662285,0.00015104798,0.000033823453,0.0001925958,0.00075226947,0.000021293576],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000014021587,0.000035888184,0.00037141907,0.96453446,0.0001548088,4.3502078e-7,0.0006291399,4.363156e-8,5.4393456e-7,0.0014503382,0.0011815332,0.03163998],"study_design_scores_gemma":[0.00013482067,0.000011017459,0.000113095324,0.9308311,0.00042183514,0.000036126137,0.00017611418,0.0000024250926,0.0000019983186,0.000032701988,0.06808919,0.00014962499],"about_ca_topic_score_codex":0.000035803798,"about_ca_topic_score_gemma":0.0000020366556,"teacher_disagreement_score":0.06690765,"about_ca_system_score_codex":0.000115496296,"about_ca_system_score_gemma":0.00030480718,"threshold_uncertainty_score":0.6083808},"labels":[],"label_agreement":null},{"id":"W3111874744","doi":"10.1093/geroni/igaa057.3313","title":"The Use of Tag Questions in Person-centered Communication","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Language, Discourse, Communication Strategies","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Conversation; Psychology; Interrogative; Action (physics); Negotiation; Conversation analysis; Function (biology); Computer science; Social psychology; Communication; Linguistics","score_opus":0.25001505084240233,"score_gpt":0.3307385130127066,"score_spread":0.0807234621703043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3111874744","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91571766,0.0006819679,0.00043498175,0.053716123,0.00015696394,0.0004166263,0.00002619874,0.00010560923,0.028743882],"genre_scores_gemma":[0.99870837,0.000053679403,0.00035549593,0.00057162583,0.00003293371,0.000024679868,0.000042547057,0.000007857589,0.00020282707],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99920714,0.00013238513,0.00039213712,0.000077199584,0.000101025864,0.0000901162],"domain_scores_gemma":[0.99910027,0.00020746056,0.00019201284,0.00031107327,0.00018098946,0.000008202586],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026648838,0.00006093435,0.00008464256,0.00014134368,0.00016560654,0.00018979172,0.00026264158,0.000017262484,0.000075557444],"category_scores_gemma":[0.00021892096,0.00005045425,0.000014663547,0.00034337645,0.00018235079,0.00045438507,0.00005369352,0.00018315288,0.000006830781],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008058647,0.000031294767,0.004649693,0.000012705382,0.0000064332125,3.8425716e-7,0.101266816,0.0001931825,0.0002281937,0.89027613,0.001033347,0.0022937525],"study_design_scores_gemma":[0.0020271612,0.00006288665,0.04319352,0.0007988711,0.00001861094,0.0000019586976,0.43949586,0.015445397,0.00058163214,0.011713061,0.4860943,0.00056674244],"about_ca_topic_score_codex":0.00083149824,"about_ca_topic_score_gemma":0.0026685034,"teacher_disagreement_score":0.8785631,"about_ca_system_score_codex":0.000032800242,"about_ca_system_score_gemma":0.00003512199,"threshold_uncertainty_score":0.20574647},"labels":[],"label_agreement":null},{"id":"W3111900472","doi":"10.1093/geroni/igaa057.1050","title":"What Are the Most Distressing Aspects of Experiencing Elder Abuse? Findings From a Qualitative Study With Victims","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Elder abuse; Credibility; Distressing; Psychology; Qualitative research; Feeling; Service provider; Social psychology; Medicine; Poison control; Service (business); Suicide prevention; Political science; Medical emergency","score_opus":0.048116838105543465,"score_gpt":0.36180801508261473,"score_spread":0.3136911769770713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3111900472","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9962542,0.000118728945,0.000590994,0.0018520309,0.00009116384,0.00024305106,0.0000012539022,0.00003440425,0.0008141528],"genre_scores_gemma":[0.99917525,0.000022859162,0.00009501628,0.0005907204,0.000072508396,0.000023904322,0.0000030739343,0.0000090218955,0.000007637125],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9987695,0.00022440267,0.00030934296,0.00020442247,0.00033560456,0.00015671621],"domain_scores_gemma":[0.9992461,0.0002672591,0.00021343383,0.00009751738,0.00015542707,0.000020239188],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042809095,0.000085641914,0.00014070467,0.00009330226,0.000291571,0.00015245067,0.00017145663,0.000029108498,0.000037270824],"category_scores_gemma":[0.00018036003,0.00006475125,0.000011532184,0.0024998225,0.00011849298,0.00068421196,0.000024129075,0.00016050524,0.0000016276988],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017915532,0.00003534141,0.044813212,0.000004106074,0.000016110178,0.0000061623846,0.9525455,0.000014143148,0.0008396484,0.0009592033,0.000014704942,0.0007339385],"study_design_scores_gemma":[0.0002999208,0.00004521985,0.0068155625,0.00046024562,0.0000063460607,8.243592e-8,0.98768497,0.00003096984,0.0038503993,0.00065044133,0.000064628664,0.0000912427],"about_ca_topic_score_codex":0.0021753812,"about_ca_topic_score_gemma":0.0040031443,"teacher_disagreement_score":0.037997648,"about_ca_system_score_codex":0.00005231114,"about_ca_system_score_gemma":0.000076891665,"threshold_uncertainty_score":0.328854},"labels":[],"label_agreement":null},{"id":"W3112008084","doi":"10.1093/geroni/igaa057.1111","title":"Hearing the Unheard: Promoting Active and Healthy Aging With Family Leisure","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Recreation, Leisure, Wilderness Management","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Grandparent; Feeling; Psychology; Perspective (graphical); Interpersonal communication; Generativity; Social psychology; Developmental psychology","score_opus":0.06285008771668156,"score_gpt":0.33694772920184235,"score_spread":0.2740976414851608,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3112008084","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9617543,0.00010581041,0.0076317843,0.021130323,0.00015053015,0.00062577665,0.0000010027607,0.00011244362,0.008487993],"genre_scores_gemma":[0.99808264,0.000004880899,0.00043619986,0.0011030703,0.00016480948,0.000087181346,0.000010051344,0.000030697494,0.00008049278],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985546,0.00014301902,0.00040821213,0.00039905708,0.00022303242,0.0002720673],"domain_scores_gemma":[0.99931324,0.000107578715,0.00023633434,0.00019468677,0.00011461882,0.000033561584],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058688084,0.0001498501,0.00018242068,0.00021892201,0.0001894423,0.00009971042,0.00013004335,0.00004542124,0.000021059943],"category_scores_gemma":[0.000043688673,0.00012048392,0.000011725178,0.0016278671,0.000057204103,0.0002363852,0.0000714282,0.00035706925,0.000013571732],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007267052,0.000032769036,0.9047017,0.00009840092,0.00005714166,0.000015965996,0.033083864,0.0003540909,0.00042837294,0.019599041,0.00029712293,0.04125884],"study_design_scores_gemma":[0.0012212727,0.000102391015,0.97746664,0.00019180411,0.000011246982,0.000008427908,0.011890315,0.0017054976,0.00023900424,0.0003836146,0.006558619,0.00022115097],"about_ca_topic_score_codex":0.00048635507,"about_ca_topic_score_gemma":0.000027629174,"teacher_disagreement_score":0.07276493,"about_ca_system_score_codex":0.00007226661,"about_ca_system_score_gemma":0.000047596306,"threshold_uncertainty_score":0.49131918},"labels":[],"label_agreement":null},{"id":"W3112018187","doi":"10.1093/geroni/igaa057.135","title":"Living With Dementia: Flipping Stigma on Its Ear","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University; University of Victoria; University of British Columbia","funders":"","keywords":"Dementia; Stigma (botany); Citizenship; Citizen journalism; Action (physics); Psychology; Participatory action research; Social exclusion; Social psychology; Developmental psychology; Sociology; Medicine; Political science; Psychiatry; Disease; Law","score_opus":0.2809419288193344,"score_gpt":0.42438819481675716,"score_spread":0.14344626599742277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3112018187","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98364466,0.000062869956,0.0017456689,0.0028442119,0.00044763365,0.0007297546,0.0000047110266,0.00009169065,0.010428771],"genre_scores_gemma":[0.9736818,0.000007696781,0.00080710807,0.024991259,0.00021168553,0.000098888784,0.000044974146,0.00001741108,0.00013918061],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99830514,0.00016267924,0.0006550198,0.00022784456,0.0002749592,0.00037432756],"domain_scores_gemma":[0.99921054,0.00019921825,0.00025699192,0.000100519486,0.00016013108,0.00007262469],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005986441,0.00010769846,0.00013122764,0.00020861391,0.00042564308,0.000008349535,0.0000843908,0.000054333308,0.0003559975],"category_scores_gemma":[0.00009902788,0.000096985976,0.0000082299375,0.0011410794,0.000009246447,0.00013624398,0.000058993777,0.0004723956,0.0002570565],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000053584623,0.000058952803,0.9648792,0.001529919,0.000016282875,0.0000055962723,0.01587739,0.0002645282,0.00054091745,0.011651376,0.0011125038,0.0040097106],"study_design_scores_gemma":[0.009688187,0.0024545821,0.7327365,0.046343658,0.000054017622,0.0000018232637,0.050491195,0.025390984,0.0029881254,0.00078612496,0.12725258,0.0018122265],"about_ca_topic_score_codex":0.000055812885,"about_ca_topic_score_gemma":0.000030236766,"teacher_disagreement_score":0.23214273,"about_ca_system_score_codex":0.00014396972,"about_ca_system_score_gemma":0.00012626685,"threshold_uncertainty_score":0.39549732},"labels":[],"label_agreement":null},{"id":"W3112042040","doi":"10.1093/geroni/igaa057.303","title":"Work of Art, Art of Work: Artistic Literacy and Quality in Long-Term Dementia Care","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Art Therapy and Mental Health","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"Operationalization; The arts; Thematic analysis; Sociology; Literacy; Long-term care; Psychology; Dementia; Mental health; Nursing; Pedagogy; Qualitative research; Medicine; Social science; Visual arts; Art","score_opus":0.06669051787570772,"score_gpt":0.3370703087179925,"score_spread":0.27037979084228475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3112042040","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9960515,0.00037719504,0.00025581956,0.00055629795,0.000084333195,0.00013220072,0.000006769448,0.000009594161,0.0025262884],"genre_scores_gemma":[0.99912447,0.000013711842,0.00010251396,0.0005222334,0.000053302425,0.000006171043,0.000044231507,0.0000051941224,0.0001281619],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991554,0.000039593386,0.00052387855,0.00010118005,0.00008342537,0.00009652508],"domain_scores_gemma":[0.999663,0.000038328635,0.00016509995,0.000058680147,0.00006061294,0.000014304676],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019897548,0.00005789639,0.00013632415,0.00012254115,0.000037483096,0.000018343553,0.000037429385,0.000015634205,0.00021220854],"category_scores_gemma":[0.000014683287,0.00005909383,0.000010214904,0.0002494477,0.00006094993,0.00013893483,0.000022693193,0.000083258536,0.000004544211],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008685181,0.000046306475,0.7861396,0.00054467324,0.00001000183,0.0000020903567,0.13257994,0.000009630696,0.0001441226,0.06346612,0.00014438822,0.016826274],"study_design_scores_gemma":[0.0015606941,0.00011483528,0.9725636,0.0016735421,0.000011542891,3.4827931e-7,0.0071159108,0.00002873131,0.00125801,0.0012748301,0.014148473,0.00024944404],"about_ca_topic_score_codex":0.000030120935,"about_ca_topic_score_gemma":0.00017774511,"teacher_disagreement_score":0.18642403,"about_ca_system_score_codex":0.000019716997,"about_ca_system_score_gemma":0.000015478587,"threshold_uncertainty_score":0.24097764},"labels":[],"label_agreement":null},{"id":"W3112082815","doi":"10.1093/geroni/igaa057.555","title":"Determinants of Satisfaction With Health Services by Dimensions of Care: An Age-Stratified Analysis","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Anxiety; Suicidal ideation; Mental health; Quality of life (healthcare); Medicine; Distress; Cognition; Clinical psychology; Gerontology; Life satisfaction; Depression (economics); Psychiatry; Psychology; Suicide prevention; Poison control; Nursing","score_opus":0.06441566234921453,"score_gpt":0.4156893622192303,"score_spread":0.3512736998700158,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3112082815","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9973474,0.00007115443,0.0010022412,0.0006145748,0.0001276264,0.0006180988,0.00011536354,0.000054246575,0.00004927767],"genre_scores_gemma":[0.9969336,0.000018403933,0.0015608603,0.0011194563,0.000026335243,0.00005484177,0.0002635649,0.000017714545,0.0000052590913],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99709105,0.0004320144,0.0015540681,0.00030463815,0.00035196,0.0002662434],"domain_scores_gemma":[0.9974599,0.000154076,0.0014712786,0.00026539687,0.00056403247,0.00008531015],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039045155,0.00013610651,0.00049242453,0.000601654,0.00024129506,0.0000042911342,0.0000937762,0.00010641434,0.0000521956],"category_scores_gemma":[0.000047235444,0.00011812245,0.000026295174,0.0041269353,0.000040757513,0.0003072945,0.0000307126,0.00035392237,0.0000028503575],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060922055,0.000011291148,0.9605764,0.0013387674,0.00002729622,9.2196296e-7,0.033381667,0.00043831862,0.0013428857,0.00018625948,0.000034894365,0.0026003427],"study_design_scores_gemma":[0.000609508,0.00024540882,0.9668674,0.00049892796,0.000031440646,1.8664714e-7,0.028785579,0.0020386898,0.00072600134,0.00003610845,0.00004758906,0.00011318113],"about_ca_topic_score_codex":0.015901858,"about_ca_topic_score_gemma":0.0200816,"teacher_disagreement_score":0.006290945,"about_ca_system_score_codex":0.00017265012,"about_ca_system_score_gemma":0.00030315225,"threshold_uncertainty_score":0.99779934},"labels":[],"label_agreement":null},{"id":"W3112089977","doi":"10.1093/geroni/igaa057.3405","title":"Intergenerational connections through technology: Insights from the Technology Use in Later Life multi-site study","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Regina; University of Northern British Columbia","funders":"","keywords":"Social connectedness; Social distance; Psychology; Leverage (statistics); Flexibility (engineering); Rural area; Sociology; Social psychology; Coronavirus disease 2019 (COVID-19); Political science; Medicine; Computer science","score_opus":0.06778903189073496,"score_gpt":0.32736873433998104,"score_spread":0.2595797024492461,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3112089977","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8995561,0.00006353761,0.0027692888,0.09625934,0.00025917683,0.00053784775,0.0000067956435,0.00047357508,0.000074339616],"genre_scores_gemma":[0.99470156,0.000009793224,0.0023684944,0.0026201543,0.00010209031,0.00014213551,0.000015272646,0.0000140726215,0.000026432368],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984168,0.00014465641,0.0005801495,0.00041637442,0.00019778452,0.00024427244],"domain_scores_gemma":[0.99918485,0.00016707402,0.00016048452,0.00025150683,0.00021840655,0.000017701135],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025317975,0.00013413736,0.00018146691,0.0007568497,0.00035218755,0.000080061436,0.00042944073,0.0002828327,0.00003848866],"category_scores_gemma":[0.0024790952,0.00012012412,0.000015856016,0.007581654,0.00034933627,0.0005432066,0.00019128637,0.0006760566,0.00004302593],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000063554876,0.00012856754,0.9015065,0.000001005873,0.000020911346,0.000013008079,0.043947995,0.00011544484,0.0020673245,0.051387172,0.0003230913,0.00048264742],"study_design_scores_gemma":[0.0056378813,0.00015452907,0.66361105,0.00019277477,0.000028487288,0.0000026800249,0.22124179,0.003767852,0.0058768215,0.04261404,0.05598722,0.0008848746],"about_ca_topic_score_codex":0.0018815092,"about_ca_topic_score_gemma":0.051588733,"teacher_disagreement_score":0.23789543,"about_ca_system_score_codex":0.00012718167,"about_ca_system_score_gemma":0.00013215894,"threshold_uncertainty_score":0.9657173},"labels":[],"label_agreement":null},{"id":"W3112092797","doi":"10.1093/geroni/igaa057.078","title":"Geographic Distance and Social Isolation Among Family Caregivers Providing Care to Older Adults","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Geographical distance; Location; Social distance; Multilevel model; Distance decay; Family caregivers; Social isolation; Association (psychology); Psychology; Salient; Geography; Gerontology; Medicine; Environmental health; Economic geography; Computer science; Psychiatry","score_opus":0.010596232152704759,"score_gpt":0.2585347409984997,"score_spread":0.24793850884579496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3112092797","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9845827,0.000050575734,0.00942538,0.0034212864,0.00019009825,0.000259453,0.000006619064,0.000045797264,0.0020180612],"genre_scores_gemma":[0.9981534,0.000005567976,0.00025194406,0.0012779265,0.00022461748,0.000023452165,0.000030851985,0.000009067835,0.00002316063],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99907905,0.000047322676,0.00022356785,0.00023285131,0.00024416563,0.0001730527],"domain_scores_gemma":[0.99951726,0.000022800883,0.000084033876,0.00003531048,0.00030225984,0.000038315527],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019366764,0.00007811261,0.000084045845,0.00019297838,0.00042942204,0.00012480855,0.00008644234,0.000054948112,0.0000058077035],"category_scores_gemma":[0.000104649,0.000095396455,0.000018392375,0.0011307973,0.000055039025,0.00030001716,0.00003395646,0.000107690576,0.0000011675447],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019553385,0.0000065982335,0.35320175,0.00006459533,0.0000071871345,0.0000033530846,0.5160529,0.0005464106,0.0010262339,0.11822178,0.00024462055,0.010604994],"study_design_scores_gemma":[0.00081351446,0.00003828927,0.43180087,0.00040994232,0.000009098141,1.4771246e-7,0.54306,0.016344704,0.00007362851,0.00035155707,0.0065428005,0.0005554589],"about_ca_topic_score_codex":0.0011039065,"about_ca_topic_score_gemma":0.002151639,"teacher_disagreement_score":0.11787022,"about_ca_system_score_codex":0.00013211458,"about_ca_system_score_gemma":0.00006925983,"threshold_uncertainty_score":0.38901547},"labels":[],"label_agreement":null},{"id":"W3112223418","doi":"10.1093/geroni/igaa057.901","title":"Accelerated Decline in Sense of Purpose in Life Years Prior to Dementia Diagnosis","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Optimism, Hope, and Well-being","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Dementia; Normative; Cognitive decline; Cognition; Gerontology; Psychology; Longitudinal study; Purpose in life; Developmental psychology; Medicine; Clinical psychology; Psychiatry; Disease","score_opus":0.051099882401481125,"score_gpt":0.34117990465349407,"score_spread":0.29008002225201296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3112223418","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9931867,0.0000633387,0.00039547472,0.00452611,0.0001768703,0.00030272183,0.0000024738833,0.000026135118,0.0013201887],"genre_scores_gemma":[0.9928389,0.000012113682,0.0009428705,0.0060427957,0.000055708268,0.00005843277,0.000014556551,0.000017686609,0.000016945196],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99861866,0.00008108758,0.0007325786,0.00024808585,0.00011369243,0.00020589275],"domain_scores_gemma":[0.9995477,0.000085509986,0.00012687397,0.0001278219,0.000076416196,0.00003563334],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048407732,0.0000914535,0.00019285586,0.0006427004,0.00001172383,0.00002075999,0.000103306484,0.000070099435,0.00024754397],"category_scores_gemma":[0.0002944078,0.00011281556,0.000013705285,0.0034515094,0.000012892436,0.000104284474,0.000069906004,0.00019485623,0.000049475522],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000105242005,0.00016874197,0.9439885,0.000031323543,0.000021212278,0.000102716396,0.018089736,0.0021546732,0.0031141064,0.0017530385,0.0014616643,0.029009037],"study_design_scores_gemma":[0.0023959284,0.00006445971,0.9865092,0.00016376394,0.000006708161,0.0000011695505,0.0014303768,0.0010913461,0.003066956,0.00021144957,0.0048367493,0.00022186486],"about_ca_topic_score_codex":0.0004659492,"about_ca_topic_score_gemma":0.00017029115,"teacher_disagreement_score":0.04252072,"about_ca_system_score_codex":0.000034567598,"about_ca_system_score_gemma":0.000035865698,"threshold_uncertainty_score":0.46004853},"labels":[],"label_agreement":null},{"id":"W3112251202","doi":"10.1093/geroni/igaa057.597","title":"The Action Project Method Applied in Nursing Home Settings","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Mount Saint Vincent University; Centre for Advancing Health Outcomes; University of Alberta; Workers Compensation Board of Alberta","funders":"","keywords":"Interview; Conversation; Narrative; Conversation analysis; Psychology; Action (physics); Participant observation; Social psychology; Action research; Narrative inquiry; Nursing; Medical education; Applied psychology; Medicine; Pedagogy; Communication; Sociology; Linguistics","score_opus":0.08679917398178887,"score_gpt":0.47010627085969764,"score_spread":0.38330709687790876,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3112251202","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8591814,0.00014086679,0.025688177,0.08510266,0.0023578582,0.0019297014,0.0000033820384,0.00031585037,0.025280125],"genre_scores_gemma":[0.99484086,0.0000103336515,0.0029415176,0.0015681154,0.00038789987,0.00011195701,0.000018823963,0.000018635996,0.00010182692],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9985137,0.00022436182,0.00059887284,0.00020470726,0.00015574727,0.00030263097],"domain_scores_gemma":[0.9991367,0.00040877837,0.00023611927,0.00010913133,0.00009459316,0.000014701331],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014377647,0.000087327186,0.00014405658,0.00031746013,0.000356694,0.000022403216,0.00009635462,0.000089670626,0.000012552789],"category_scores_gemma":[0.00023684111,0.000073127485,0.000014022412,0.003127867,0.000019692257,0.000102005535,0.000025016618,0.00061994663,0.000019277104],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030066416,0.000054702778,0.028887993,0.00033205887,0.000011578902,0.000004802087,0.17931136,0.00014420696,0.019198716,0.040765557,0.035080384,0.69590795],"study_design_scores_gemma":[0.007200765,0.00012941648,0.29612005,0.0026169254,0.000038209404,0.000006492097,0.4636748,0.009078781,0.004225144,0.03635299,0.17942236,0.0011340525],"about_ca_topic_score_codex":0.0001346404,"about_ca_topic_score_gemma":0.000032581414,"teacher_disagreement_score":0.6947739,"about_ca_system_score_codex":0.00027322498,"about_ca_system_score_gemma":0.00016254505,"threshold_uncertainty_score":0.29820523},"labels":[],"label_agreement":null},{"id":"W3112297791","doi":"10.1093/geroni/igaa057.1018","title":"Associations Between Hearing Loss, Loneliness, and Social Isolation: A Systematic Review","year":2020,"lang":"en","type":"review","venue":"Innovation in Aging","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Loneliness; Social isolation; Psychosocial; CINAHL; Hearing loss; UCLA Loneliness Scale; PsycINFO; Isolation (microbiology); Cochrane Library; Social support; Psychology; Psychological intervention; Clinical psychology; Medicine; Gerontology; MEDLINE; Meta-analysis; Psychiatry; Audiology; Social psychology","score_opus":0.13854516234479175,"score_gpt":0.3906611693184032,"score_spread":0.2521160069736115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3112297791","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00006529767,0.9947394,0.0006379809,0.0022198525,0.00015330837,0.0019214052,0.00005724355,0.000105340885,0.000100149126],"genre_scores_gemma":[0.0018951475,0.9966165,0.00015643272,0.00062722084,0.00029751257,0.00018277475,0.00014299562,0.00004444425,0.000036993108],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99635255,0.00053277914,0.0020525206,0.0004964464,0.00034736705,0.0002183228],"domain_scores_gemma":[0.9977155,0.000882074,0.0010800023,0.00016863013,0.00012820926,0.000025640076],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013299098,0.00026729674,0.0018212073,0.00044841407,0.00024494997,0.00013864622,0.00017263141,0.0001880225,0.0000057461248],"category_scores_gemma":[0.0036211642,0.00024165862,0.00011480862,0.0031457155,0.000053893455,0.00025636225,0.00009764194,0.0005438487,0.00003471596],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[2.1720484e-7,0.000014123728,0.00015814601,0.93083084,0.000018064738,0.0000063141656,0.0004582791,4.75867e-7,0.000009283447,0.0047782427,0.000067368615,0.06365868],"study_design_scores_gemma":[0.00026243192,0.000021065904,0.00084452843,0.90898377,0.00071131694,0.000025043257,0.000031549804,0.00010775228,0.0000027311362,0.00085665786,0.08737366,0.000779489],"about_ca_topic_score_codex":0.000012857492,"about_ca_topic_score_gemma":7.029344e-7,"teacher_disagreement_score":0.08730629,"about_ca_system_score_codex":0.00027417197,"about_ca_system_score_gemma":0.00019053298,"threshold_uncertainty_score":0.9854553},"labels":[],"label_agreement":null},{"id":"W3112298600","doi":"10.1093/geroni/igaa057.826","title":"Dual-Task Gait Cost and Frontal Lobe Integrity in Poststroke: Results From ONDRI","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Baycrest Hospital; University of Waterloo; Queen's University; Western University","funders":"","keywords":"Frontal lobe; Quartile; Gait; Physical medicine and rehabilitation; Stroke (engine); Psychology; Cognition; Sagittal plane; Medicine; Analysis of variance; Audiology; Physical therapy; Internal medicine; Psychiatry; Confidence interval","score_opus":0.02981658201729619,"score_gpt":0.29715774869181893,"score_spread":0.26734116667452273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3112298600","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9713675,0.0000913397,0.0004040548,0.025853928,0.00021514764,0.00030475875,0.00006499302,0.000039449835,0.0016588605],"genre_scores_gemma":[0.99430877,0.000019858218,0.0018747268,0.0032876132,0.00015802935,0.000009991589,0.0002305493,0.000010292176,0.00010016558],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99878657,0.00004364047,0.0005797198,0.00028097234,0.00016825052,0.00014085545],"domain_scores_gemma":[0.99937123,0.00026888764,0.00010562189,0.000104545805,0.000100069476,0.00004963258],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029256745,0.00010098596,0.0002146526,0.00031438965,0.000021006945,0.000023621606,0.000032559725,0.000074258234,0.000051681196],"category_scores_gemma":[0.001664631,0.00009686631,0.000021605389,0.00084300834,0.000045461806,0.00014113035,0.00003382155,0.00045098775,0.00001974549],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008252671,0.00013116695,0.92828715,0.00008275267,0.000026069129,0.000103732906,0.008393368,0.00005266197,0.036161415,0.0009080045,0.004355826,0.02067258],"study_design_scores_gemma":[0.0060330858,0.000113511065,0.9746653,0.00039961856,0.00000845818,0.000009361557,0.0036409989,0.0036761179,0.0016555729,0.0002767709,0.009358713,0.0001625199],"about_ca_topic_score_codex":0.00074123294,"about_ca_topic_score_gemma":0.00013817805,"teacher_disagreement_score":0.046378117,"about_ca_system_score_codex":0.00012830719,"about_ca_system_score_gemma":0.000075700096,"threshold_uncertainty_score":0.39500934},"labels":[],"label_agreement":null},{"id":"W3112314338","doi":"10.1093/geroni/igaa057.360","title":"Multilevel Factors for Life Satisfaction Among Residents in Non-Urban Subsidized Senior Housing","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Subsidized housing; Metropolitan area; Marital status; Gerontology; Scale (ratio); Life satisfaction; Population; Mental health; Quarter (Canadian coin); Psychology; Subsidy; Socioeconomics; Medicine; Environmental health; Geography; Sociology; Political science; Social psychology","score_opus":0.04572703672016179,"score_gpt":0.3208431076782482,"score_spread":0.27511607095808643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3112314338","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9909198,0.00001851868,0.006732807,0.0013011385,0.0003049324,0.00047084765,0.0000039377314,0.000072832554,0.00017513888],"genre_scores_gemma":[0.9985459,0.000016557622,0.000657639,0.00031014803,0.00033673164,0.000038638027,0.000013345348,0.000014587401,0.000066479544],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99866205,0.00007874455,0.000498209,0.00024482983,0.0002612065,0.0002549311],"domain_scores_gemma":[0.99930686,0.00018865154,0.00022992834,0.00006228188,0.00017009639,0.000042162654],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006310775,0.00011154548,0.00018119263,0.00034521395,0.00035455351,0.000092962626,0.0000835874,0.00007359506,0.000017032948],"category_scores_gemma":[0.0015074993,0.00012204607,0.000027638807,0.0013095513,0.00006061597,0.00050122937,0.00002140417,0.00013678776,0.0000025123086],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008888534,0.0000067920496,0.73707557,0.00001817014,0.0000051293287,7.4083255e-7,0.26068604,0.00006787275,0.00033323932,0.0005439363,0.0007608771,0.00049275736],"study_design_scores_gemma":[0.0006815781,0.0000067003566,0.9875963,0.00005940335,0.0000038190856,1.4808411e-8,0.008893025,0.0015459841,0.00040620862,0.00041770283,0.000249472,0.00013982538],"about_ca_topic_score_codex":0.042159084,"about_ca_topic_score_gemma":0.06946095,"teacher_disagreement_score":0.251793,"about_ca_system_score_codex":0.00015122542,"about_ca_system_score_gemma":0.000110719164,"threshold_uncertainty_score":0.9642193},"labels":[],"label_agreement":null},{"id":"W3112326161","doi":"10.1093/geroni/igaa057.659","title":"Pain and Its Management: Strategies and Outcomes in Older Adults With or at Risk for Knee Osteoarthritis","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Osteoarthritis; Medicine; Physical therapy; Ethnic group; Knee pain; McGill Pain Questionnaire; Observational study; Massage; Chronic pain; Pain management; Internal medicine; Alternative medicine; Visual analogue scale","score_opus":0.011372575663915358,"score_gpt":0.26925879553593723,"score_spread":0.25788621987202187,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3112326161","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99527436,0.0001346251,0.0008090017,0.0025174003,0.000017080001,0.0010040938,0.0000028462125,0.000022824046,0.0002177396],"genre_scores_gemma":[0.99765193,0.000014160781,0.0014105764,0.0006777083,0.000018074781,0.000098504235,0.000021632377,0.000009534888,0.000097857024],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993621,0.000037098656,0.00024127678,0.00017862147,0.00008353163,0.000097374024],"domain_scores_gemma":[0.99967766,0.00014155633,0.00006266004,0.000045625715,0.000051971856,0.000020502837],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003842295,0.0000771735,0.00014017148,0.00018188583,0.000033000888,0.000021710859,0.000013030296,0.000030212734,0.000010710213],"category_scores_gemma":[0.00020595826,0.000056736983,0.000007801609,0.00046014032,0.000023937748,0.00015349568,0.000016531681,0.0000712663,5.447503e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006321173,0.000042915155,0.81910276,0.003750623,0.000023598168,0.00001284773,0.008235166,0.000023155317,0.00035722594,0.003125354,0.000029531731,0.16466472],"study_design_scores_gemma":[0.0074280323,0.00078315916,0.9763221,0.0009080407,0.00000901815,0.0000014333554,0.010866563,0.0031602907,0.000035012272,0.00020402815,0.00017371058,0.000108622415],"about_ca_topic_score_codex":0.000010650242,"about_ca_topic_score_gemma":0.00011210557,"teacher_disagreement_score":0.16455609,"about_ca_system_score_codex":0.000020745303,"about_ca_system_score_gemma":0.000011215812,"threshold_uncertainty_score":0.23136671},"labels":[],"label_agreement":null},{"id":"W3112346017","doi":"10.1093/geroni/igaa057.861","title":"Bedside Ultrasound Measures of Muscle Mass and Frailty Measures in Community-Dwelling Older Adults","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Sarcopenia; Medicine; Muscle mass; Lean body mass; Etiology; Physical therapy; Gerontology; Physical medicine and rehabilitation; Internal medicine; Body weight","score_opus":0.10943076223488452,"score_gpt":0.3420006775568311,"score_spread":0.2325699153219466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3112346017","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99009496,0.00038404128,0.002789827,0.0053990586,0.000060697166,0.00030962797,0.000003395893,0.000045020086,0.00091335934],"genre_scores_gemma":[0.9933886,0.00009071143,0.0026610375,0.0037323656,0.00006748737,0.000013536558,0.000023476943,0.000016080257,0.0000067009187],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99853975,0.00014366423,0.00070839096,0.00015982856,0.00026216047,0.0001862086],"domain_scores_gemma":[0.9991895,0.00021810917,0.00015882583,0.00014041961,0.00023688075,0.000056240595],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011135361,0.00010662628,0.0002738767,0.0004510538,0.000081854676,0.000016129836,0.00006692003,0.00007208776,0.000024274452],"category_scores_gemma":[0.00069938076,0.00011483596,0.00001703919,0.0012758389,0.000057170597,0.00011581263,0.00002102645,0.00065519835,0.0000018216372],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019232661,0.0001788548,0.86068547,0.0018849233,0.000015735495,0.000016912967,0.028905015,0.00011942244,0.08192446,0.0014738834,0.00020867474,0.0243943],"study_design_scores_gemma":[0.006649813,0.00010853418,0.9456914,0.0044753584,0.000014907116,0.000014838263,0.013860238,0.0017729003,0.022816712,0.0019148256,0.002415944,0.00026455004],"about_ca_topic_score_codex":0.00039439191,"about_ca_topic_score_gemma":0.00011250598,"teacher_disagreement_score":0.085005894,"about_ca_system_score_codex":0.000059994156,"about_ca_system_score_gemma":0.00005757007,"threshold_uncertainty_score":0.46828744},"labels":[],"label_agreement":null},{"id":"W3112370212","doi":"10.1093/geroni/igaa057.661","title":"Patient-Reported Factors Alleviating Pain Among Persons With Cancer","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Cancer survivorship and care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Psychological intervention; Cancer; Lung cancer; Cancer pain; Quality of life (healthcare); Physical therapy; Cognition; Head and neck cancer; Gerontology; Internal medicine; Psychiatry; Nursing","score_opus":0.03386266573475181,"score_gpt":0.28201775269538343,"score_spread":0.24815508696063163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3112370212","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9934641,0.000052704876,0.001818553,0.003172701,0.00011015053,0.00020162563,0.000003579618,0.00008464619,0.001091921],"genre_scores_gemma":[0.9964673,0.0000022061633,0.0001063222,0.0031711536,0.00009473044,0.00003736918,0.00004629466,0.000019905792,0.000054750788],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99904686,0.000033171873,0.0003267443,0.00020471509,0.0002309633,0.0001575285],"domain_scores_gemma":[0.99948907,0.00004032081,0.00017486393,0.00009283233,0.00015744711,0.00004548439],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019031402,0.00010350046,0.0001569927,0.00014901752,0.00004505603,0.00001965337,0.00002882047,0.000037944043,0.00012813287],"category_scores_gemma":[0.00020607129,0.00008807138,0.000019784155,0.0015101583,0.000024241457,0.00010189387,0.000014542748,0.00021241742,7.848362e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026624653,0.000010596353,0.9678413,0.000066428904,0.00002829815,0.000027434287,0.02103954,0.000080861406,0.0012340832,0.000044820787,0.00030514778,0.00929484],"study_design_scores_gemma":[0.0018323396,0.00026809395,0.9278875,0.0010886949,0.00005677402,0.000005576963,0.049920425,0.0046425248,0.0053178873,0.000017351502,0.0085206935,0.00044216338],"about_ca_topic_score_codex":0.0021697273,"about_ca_topic_score_gemma":0.0009852701,"teacher_disagreement_score":0.03995385,"about_ca_system_score_codex":0.000103992854,"about_ca_system_score_gemma":0.000098269265,"threshold_uncertainty_score":0.35914466},"labels":[],"label_agreement":null},{"id":"W3112410078","doi":"10.1093/geroni/igaa057.1044","title":"North American and International Students’ Perspectives on Older Adults","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Thematic analysis; Context (archaeology); Duty; Psychology; Perception; Gerontology; Medicine; Qualitative research; Sociology; Political science; Geography","score_opus":0.043709891397529704,"score_gpt":0.4068153961100333,"score_spread":0.3631055047125036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3112410078","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98551327,0.000033657994,0.00047164335,0.00901217,0.00012282643,0.00007913277,0.000002084699,0.000035812875,0.0047294204],"genre_scores_gemma":[0.9979111,0.0000028230036,0.00010390651,0.001525734,0.00011628031,0.000019483743,0.000009317409,0.00000702251,0.00030432403],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992761,0.00004685545,0.00015944365,0.00025531504,0.0001346359,0.00012763307],"domain_scores_gemma":[0.9997098,0.000050065053,0.00006105659,0.00007362469,0.00008404571,0.00002139706],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013277071,0.000060296403,0.00007989823,0.00021685216,0.00003289427,0.000024806568,0.00013193076,0.000016620692,0.000111541354],"category_scores_gemma":[0.00008838888,0.000060832957,0.0000069102216,0.00067241496,0.00008106849,0.000046617486,0.00004576084,0.00021965259,0.000045570643],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007443838,0.000075864904,0.9123715,0.0000028037596,0.000023765173,0.000011702948,0.055481445,0.000002451571,0.0000028784505,0.004308301,0.000502591,0.02714224],"study_design_scores_gemma":[0.00064243685,0.000047555735,0.9607199,0.000013866213,8.1649614e-7,0.0000021452768,0.038125873,0.000099961995,0.0000039755723,0.000015880796,0.00026865408,0.00005897089],"about_ca_topic_score_codex":0.00008936478,"about_ca_topic_score_gemma":0.000041803745,"teacher_disagreement_score":0.048348345,"about_ca_system_score_codex":0.000029806697,"about_ca_system_score_gemma":0.0000071941427,"threshold_uncertainty_score":0.2480696},"labels":[],"label_agreement":null},{"id":"W3112421007","doi":"10.1093/geroni/igaa057.3482","title":"Long-Term Care Registered Dietitians’ Initial Response to the COVID-19 Pandemic","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Pandemic; Context (archaeology); Coronavirus disease 2019 (COVID-19); Long-term care; Medicine; Outbreak; Nursing; Gerontology; Family medicine; Geography; Virology; Disease; Infectious disease (medical specialty)","score_opus":0.1867827596577087,"score_gpt":0.46994916064823183,"score_spread":0.28316640099052315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3112421007","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86778915,0.00014131691,0.004539346,0.12467044,0.0010900686,0.000684848,0.00002283708,0.00015759014,0.00090440013],"genre_scores_gemma":[0.9639796,0.000006665341,0.000078325385,0.03491766,0.00060640264,0.00009125624,0.000066393986,0.000018200011,0.00023551035],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981254,0.00053800107,0.000590042,0.00025463465,0.00019998118,0.00029196442],"domain_scores_gemma":[0.99873734,0.0005098415,0.00018522958,0.00025386357,0.00022139664,0.0000923243],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010168408,0.00010710794,0.00015644469,0.00026039942,0.0004341344,0.000023689116,0.00020200503,0.00010287903,0.00015655019],"category_scores_gemma":[0.0021077883,0.00009007915,0.000024734498,0.0018705701,0.000030575433,0.00007705703,0.00009637364,0.00047758958,0.000118620555],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016668318,0.000012289759,0.64149916,0.0004703761,0.000010541743,0.000053648135,0.2992094,0.00007996017,0.0016449735,0.0004857979,0.045247495,0.00961951],"study_design_scores_gemma":[0.0030968636,0.00018667465,0.6468208,0.00047090062,0.000020086292,0.0000107120595,0.06499449,0.000025498844,0.00007714725,0.00021464613,0.28368005,0.0004021234],"about_ca_topic_score_codex":0.0002451408,"about_ca_topic_score_gemma":0.0004497259,"teacher_disagreement_score":0.23843257,"about_ca_system_score_codex":0.00040885646,"about_ca_system_score_gemma":0.0004949739,"threshold_uncertainty_score":0.3673321},"labels":[],"label_agreement":null},{"id":"W3112425917","doi":"10.1093/geroni/igaa057.863","title":"Frailty as a Moderator of the Relationship Between Social Isolation and Health Outcomes","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Social isolation; Social support; Moderation; Gerontology; Psychology; Depression (economics); Social engagement; Socioeconomic status; Loneliness; Isolation (microbiology); Interpersonal ties; Activities of daily living; Health and Retirement Study; Clinical psychology; Medicine; Psychiatry; Environmental health; Social psychology; Population","score_opus":0.16512471528630807,"score_gpt":0.3920084235805249,"score_spread":0.22688370829421683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3112425917","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85893744,0.000016259719,0.0022194462,0.13820463,0.000032910535,0.00024553738,0.0000048217157,0.000025026608,0.00031394063],"genre_scores_gemma":[0.9943048,4.6738367e-7,0.0006541441,0.0048547876,0.000091825386,0.000005888934,0.000019703699,0.000009054779,0.000059351794],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991123,0.000041423154,0.00044714802,0.0001206252,0.00018822143,0.000090246074],"domain_scores_gemma":[0.99948215,0.00012023516,0.00020288279,0.000079948295,0.00009249056,0.000022260436],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027371856,0.00006426906,0.00017162992,0.00011112823,0.000088795234,0.000010334622,0.00004021242,0.000048983784,0.000007660256],"category_scores_gemma":[0.0007826348,0.000053128475,0.000018036702,0.0009495311,0.000036058336,0.00009880178,0.000030645155,0.00022083899,0.000002427484],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005997134,0.0000075534163,0.9819253,0.000079896716,0.0000070715596,1.9086136e-7,0.005499009,0.000006787633,0.00021240143,0.009844178,0.00031414643,0.002097483],"study_design_scores_gemma":[0.0007803278,0.000026455727,0.994701,0.000085597116,0.0000056237295,8.8620044e-7,0.00026637633,0.0005091556,0.00017805149,0.0033029406,0.000101565834,0.000041984884],"about_ca_topic_score_codex":0.00007464948,"about_ca_topic_score_gemma":0.0000075276207,"teacher_disagreement_score":0.13536735,"about_ca_system_score_codex":0.00006264691,"about_ca_system_score_gemma":0.0001190167,"threshold_uncertainty_score":0.21665163},"labels":[],"label_agreement":null},{"id":"W3112511810","doi":"10.1093/geroni/igaa057.365","title":"Using Implementation Science to Support a Research and Public Policy Sector Older Adult Social Housing Partnership","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Public Health; Sunnybrook Hospital","funders":"","keywords":"General partnership; Stakeholder; Implementation research; Public housing; Public relations; Psychological intervention; Focus group; Political science; Business; Medicine; Nursing; Marketing","score_opus":0.43024325177814204,"score_gpt":0.5847716280072038,"score_spread":0.1545283762290618,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3112511810","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9655287,0.000003604919,0.0007964201,0.032311004,0.00016058504,0.00044221402,0.0000034994364,0.000048482445,0.0007054413],"genre_scores_gemma":[0.9953968,8.9741803e-7,0.00080979196,0.002897174,0.0008179289,0.000030846397,0.000014307069,0.000014846208,0.000017408245],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980024,0.00016285085,0.0004701839,0.00029334685,0.00045333436,0.0006178987],"domain_scores_gemma":[0.99854416,0.00009508724,0.00012322124,0.0000775864,0.0010687752,0.00009119557],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019172581,0.00007579253,0.00011814763,0.0014584687,0.0012152941,0.00009731681,0.00011145472,0.000055690427,0.00007990985],"category_scores_gemma":[0.0007512006,0.0000829682,0.000008089802,0.009186911,0.000105471874,0.00038671048,0.00014436245,0.0003558039,0.000012496838],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057050984,0.000037610018,0.62112224,0.0002871229,0.0000068259587,0.000005622776,0.2158784,0.0000043772293,0.056613382,0.059319086,0.007089317,0.039578937],"study_design_scores_gemma":[0.0039525046,0.00030711768,0.55285776,0.00035938714,0.000010706279,0.000004045467,0.4256731,0.0007393662,0.0049749753,0.00421478,0.006256993,0.0006492946],"about_ca_topic_score_codex":0.0015657202,"about_ca_topic_score_gemma":0.0002559772,"teacher_disagreement_score":0.2097947,"about_ca_system_score_codex":0.0005419597,"about_ca_system_score_gemma":0.0015221937,"threshold_uncertainty_score":0.93471825},"labels":[],"label_agreement":null},{"id":"W3112536776","doi":"10.1093/geroni/igaa057.669","title":"Factors Associated With Prescription Opioid Use Among Community-Dwelling Older Adults","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Medicine; Chronic pain; Depression (economics); Medical prescription; Anxiety; Logistic regression; Opioid; Mental health; Population; Public health; Psychiatry; Environmental health; Internal medicine","score_opus":0.056663544636833506,"score_gpt":0.2814126401997747,"score_spread":0.22474909556294118,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3112536776","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9975427,0.000023520353,0.00092387217,0.00056354114,0.0000656298,0.0005434081,0.000006783206,0.00016783943,0.00016272198],"genre_scores_gemma":[0.99828506,0.0000036840136,0.00017847086,0.00074315874,0.000028014541,0.000029224666,0.0006519527,0.00003313207,0.00004728824],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99888444,0.00009381271,0.00039395082,0.00018736353,0.00024658104,0.00019382976],"domain_scores_gemma":[0.99923694,0.00010577595,0.00018242141,0.00018616093,0.0002425321,0.000046197838],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017304551,0.00016518915,0.00021691842,0.00025733403,0.000111267225,0.00005168912,0.00006572991,0.00007356809,0.000027712113],"category_scores_gemma":[0.0003967288,0.00014144197,0.000022585446,0.0014624156,0.000034188302,0.00035083984,0.000030440497,0.00048478064,0.0000037893503],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043054075,0.00021799942,0.9692357,0.00008779059,0.0000529716,0.000006515971,0.0291986,0.00017738818,0.00035522282,0.000072027535,0.00006892749,0.00048379373],"study_design_scores_gemma":[0.0023586294,0.00011687885,0.9854648,0.0010348497,0.000032614138,2.4124319e-7,0.006214233,0.002532593,0.0020466798,0.00001688632,0.000054742355,0.00012682537],"about_ca_topic_score_codex":0.00054929656,"about_ca_topic_score_gemma":0.00008725432,"teacher_disagreement_score":0.022984367,"about_ca_system_score_codex":0.00017065652,"about_ca_system_score_gemma":0.00005003821,"threshold_uncertainty_score":0.5767836},"labels":[],"label_agreement":null},{"id":"W3112545974","doi":"10.1093/geroni/igaa057.1203","title":"Comparing a Clinician Assisted and App-Supported Positive Psychiatry Behavioral Activation Intervention","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Dalhousie University; University of Toronto; York University","funders":"","keywords":"Intervention (counseling); Psychological intervention; Referral; Medicine; Psychological resilience; Psychology; Clinical psychology; Behavioral activation; Psychiatry; Cognition; Family medicine; Psychotherapist","score_opus":0.12052835750536989,"score_gpt":0.44622908132527805,"score_spread":0.32570072381990817,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3112545974","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9840273,0.000022627995,0.0047422084,0.005386428,0.0008299645,0.00034997123,0.000011609837,0.000119645694,0.004510211],"genre_scores_gemma":[0.99757844,1.5769619e-7,0.0006390029,0.0013360574,0.000087197855,0.00005809884,0.00019299582,0.000019137258,0.000088889516],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983587,0.000092507755,0.00092270516,0.0003088254,0.000119457356,0.00019774908],"domain_scores_gemma":[0.9993509,0.00003107855,0.00037236683,0.00010383586,0.000092359696,0.00004943919],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003090624,0.000117736876,0.00016960951,0.0003419535,0.00006865674,0.00006347255,0.00008048308,0.00007600826,0.00010153896],"category_scores_gemma":[0.000041122858,0.00014423694,0.00004110634,0.0011490212,0.00003944737,0.00037412497,0.000053881144,0.00027517832,0.000044382756],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002798864,0.0012693786,0.77237695,0.00015930786,0.00005541537,0.000011080989,0.004181176,0.0000055342985,0.00080259726,0.060541984,0.0008468681,0.1594698],"study_design_scores_gemma":[0.0017523346,0.00032859907,0.9916918,0.0005404862,0.00001283071,0.0000100150655,0.0026066408,0.000486802,0.00041596664,0.0018058646,0.00017867285,0.000169956],"about_ca_topic_score_codex":0.00023352713,"about_ca_topic_score_gemma":0.00007243434,"teacher_disagreement_score":0.21931486,"about_ca_system_score_codex":0.00009568037,"about_ca_system_score_gemma":0.000019372068,"threshold_uncertainty_score":0.58818114},"labels":[],"label_agreement":null},{"id":"W3112652703","doi":"10.1093/geroni/igaa057.518","title":"The Relationship Between Daily Rapid-Eye Movement Sleep and Cognitive Functioning in Older Adults","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Sleep and Wakefulness Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Actigraphy; Sleep (system call); Cognition; Psychology; Effects of sleep deprivation on cognitive performance; Morning; Eye movement; Audiology; Rapid eye movement sleep; Physical medicine and rehabilitation; Medicine; Circadian rhythm; Psychiatry","score_opus":0.08010422757595889,"score_gpt":0.32708991658414704,"score_spread":0.24698568900818815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3112652703","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9906922,0.000042874733,0.002310641,0.0054419544,0.00007549352,0.0003151928,0.000003244044,0.000029287807,0.0010891135],"genre_scores_gemma":[0.99833894,0.000003886991,0.000017277196,0.0014337291,0.00007832173,0.000068912224,0.0000073833435,0.00000967861,0.00004186095],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987207,0.00014856519,0.00035899243,0.00028752736,0.00027420104,0.00020999486],"domain_scores_gemma":[0.99823177,0.0015000327,0.000087409324,0.00007438791,0.000078675155,0.000027748658],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055939273,0.000078758836,0.000080339945,0.00025387228,0.00026018097,0.00011457373,0.00009689058,0.000036987673,0.000015504023],"category_scores_gemma":[0.00401061,0.00006852496,0.000008658943,0.0024190042,0.00007397088,0.00026378612,0.00007700817,0.00036068977,0.0000130284525],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003711886,0.0000110310375,0.9321525,0.000014889409,0.0000018058687,0.0000042414704,0.0026735277,0.00002551959,0.0005474036,0.0045424374,0.000020174106,0.059969313],"study_design_scores_gemma":[0.0011670439,0.000022068956,0.9856018,0.00011844168,0.0000018913227,2.4803714e-7,0.0018391344,0.0026703533,0.0070644678,0.0013214324,0.00010372314,0.000089434514],"about_ca_topic_score_codex":0.000023897768,"about_ca_topic_score_gemma":0.000010034535,"teacher_disagreement_score":0.05987988,"about_ca_system_score_codex":0.000037069854,"about_ca_system_score_gemma":0.000023128576,"threshold_uncertainty_score":0.48013642},"labels":[],"label_agreement":null},{"id":"W3112737829","doi":"10.1093/geroni/igaa057.3485","title":"Modern Ubasute: Public Discourse and Sentiment about Older Adults and COVID19 Using Machine Learning","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Thematic analysis; Pandemic; Sentiment analysis; Latent Dirichlet allocation; Psychology; Coronavirus disease 2019 (COVID-19); Lexicon; Perception; Public health; Public opinion; Social media; Public discourse; Turkish; Topic model; Social psychology; Sociology; Qualitative research; Medicine; Political science; Artificial intelligence; Social science; Linguistics; Computer science; Nursing; Law","score_opus":0.04847749258972909,"score_gpt":0.34455578193077224,"score_spread":0.29607828934104313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3112737829","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9811192,0.00013801992,0.007505498,0.009222908,0.000054478798,0.00014982931,0.000001849287,0.000048857913,0.0017593548],"genre_scores_gemma":[0.9976882,0.00004473362,0.00049493276,0.0016179708,0.000060987975,9.542221e-7,0.000011847154,0.0000059028885,0.00007450781],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991652,0.00005944101,0.00025718816,0.00012290885,0.00022042744,0.0001748396],"domain_scores_gemma":[0.99964845,0.000026793858,0.00013071303,0.0000368931,0.000084594736,0.000072562754],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005582071,0.00006824931,0.000083422965,0.00017511546,0.00028367506,0.00024260892,0.000046232923,0.000036410867,0.000060625796],"category_scores_gemma":[0.0003408675,0.0000697311,0.0000065393097,0.00075492606,0.00006965476,0.00082883454,0.000041608742,0.00014183846,0.0000023977123],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023528246,0.00003569985,0.21330526,0.0001234025,0.000016184838,0.0000041188455,0.6019744,0.0006489032,0.00090968685,0.028611446,0.00020630116,0.15414104],"study_design_scores_gemma":[0.0026705144,0.000032014137,0.058802966,0.00036836416,0.000010849238,0.000004770298,0.08328584,0.8413245,0.00026698556,0.0005444694,0.012200508,0.00048822488],"about_ca_topic_score_codex":0.0003481615,"about_ca_topic_score_gemma":0.00007269938,"teacher_disagreement_score":0.8406756,"about_ca_system_score_codex":0.000046582692,"about_ca_system_score_gemma":0.00006977795,"threshold_uncertainty_score":0.28435516},"labels":[],"label_agreement":null},{"id":"W3112784529","doi":"10.1093/geroni/igaa057.2001","title":"Housing and Life Course Transitions in Later Life: The Role of Housing, Place, and Sense of Home in Periods of Uncertainty","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Life course approach; Neglect; Transition (genetics); Gerontology; Meaning (existential); Psychology; Active ageing; Sociology; Older people; Social psychology; Medicine","score_opus":0.017205308216571083,"score_gpt":0.27839872586583264,"score_spread":0.26119341764926157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3112784529","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9952657,0.0004558872,0.00006469845,0.0038826186,0.000021892347,0.0001217137,0.0000053885447,0.000006887734,0.00017520181],"genre_scores_gemma":[0.99958074,0.00010193412,0.000092665665,0.00018059614,0.00003255,0.0000032060677,0.0000016461619,0.00000401245,0.0000026546106],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9992103,0.00009830413,0.00036677707,0.00009781533,0.00013155658,0.00009526401],"domain_scores_gemma":[0.999623,0.00007404568,0.0001490766,0.00004181894,0.00009603053,0.000016005128],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006140473,0.000054251486,0.000160139,0.000167798,0.00008325067,0.000014296091,0.000034030858,0.000033894703,0.0000052369555],"category_scores_gemma":[0.0001599151,0.00004843111,0.000009430752,0.0010311382,0.00023164523,0.000115765695,0.000015581902,0.000086513304,4.514577e-8],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015377453,0.000022362352,0.42596838,0.000038155213,0.000007576262,8.52991e-7,0.56847984,0.0010161257,0.0008248058,0.0030880426,0.00002202731,0.00051643205],"study_design_scores_gemma":[0.0010367432,0.000032243606,0.8879134,0.00023651142,0.000018079565,3.1975037e-7,0.09964151,0.0076364162,0.00045505396,0.0023994755,0.00047587763,0.00015435072],"about_ca_topic_score_codex":0.0053912555,"about_ca_topic_score_gemma":0.014928455,"teacher_disagreement_score":0.46883836,"about_ca_system_score_codex":0.00001324171,"about_ca_system_score_gemma":0.000117228985,"threshold_uncertainty_score":0.83304286},"labels":[],"label_agreement":null},{"id":"W3112825732","doi":"10.1093/geroni/igaa057.3481","title":"Loneliness during Covid-19: Does Living Situation or Ability to Access Information about Social Activities Matter?","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; Brandon University; University of Alberta","funders":"","keywords":"Loneliness; Social isolation; Social distance; Mental health; Gerontology; Psychology; Pandemic; Coronavirus disease 2019 (COVID-19); UCLA Loneliness Scale; Social psychology; Medicine; Psychiatry","score_opus":0.062232232448023034,"score_gpt":0.40446234422541416,"score_spread":0.34223011177739115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3112825732","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8907062,0.000002259067,0.008983167,0.0987662,0.0003302668,0.00035982014,0.0000105649715,0.00011467959,0.00072683895],"genre_scores_gemma":[0.9636225,0.000005727886,0.00014060653,0.0356401,0.0004539635,0.000058045905,0.000012336933,0.000006437818,0.000060294926],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984157,0.0001421933,0.00061221153,0.00016361344,0.00034978232,0.0003165036],"domain_scores_gemma":[0.99914175,0.00029838682,0.00021887307,0.00006789087,0.00016185026,0.000111269495],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011439411,0.000095647105,0.0001577709,0.00027097648,0.00087837264,0.00043652236,0.00020657587,0.000076641074,0.00046453872],"category_scores_gemma":[0.0033517182,0.00008669886,0.00001947349,0.0017839218,0.000054709868,0.002530368,0.000101214246,0.00014746615,0.000022507746],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000062437226,0.000018099769,0.709145,0.001133494,0.000004006816,0.0000012647924,0.27518097,0.0007774803,0.000086908294,0.0069796494,0.00091979577,0.0056908983],"study_design_scores_gemma":[0.00026985962,0.0000047235753,0.9467843,0.00010286441,0.0000025468494,1.9671533e-7,0.04304788,0.00023555363,0.00012824794,0.00047966465,0.008736877,0.00020725565],"about_ca_topic_score_codex":0.005248301,"about_ca_topic_score_gemma":0.0032013084,"teacher_disagreement_score":0.23763932,"about_ca_system_score_codex":0.00050847576,"about_ca_system_score_gemma":0.00048450517,"threshold_uncertainty_score":0.7933897},"labels":[],"label_agreement":null},{"id":"W3112855443","doi":"10.1093/geroni/igaa057.051","title":"Co-Designing Caregiver-Centered Care: Training the Health Workforce to Support Family Caregivers","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"MacEwan University; University of Calgary; University of Alberta","funders":"","keywords":"Workforce; Dementia; Nursing; Family caregivers; Health care; Workforce development; Psychology; Medicine; Distress; Political science","score_opus":0.25595700434596397,"score_gpt":0.43325282858099634,"score_spread":0.17729582423503237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3112855443","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94635236,0.0009652614,0.017627029,0.022236416,0.0002889712,0.000783276,0.000023960885,0.00012241908,0.011600309],"genre_scores_gemma":[0.98578894,0.000049717062,0.0019509967,0.011876043,0.00015515208,0.000015742053,0.000094704264,0.000020475232,0.00004825804],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99860555,0.000058296642,0.00050665677,0.0002490376,0.00030283624,0.00027762534],"domain_scores_gemma":[0.99920857,0.00009638396,0.00019351242,0.00015674379,0.0002599451,0.00008482338],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031264656,0.00013595336,0.00031841334,0.0002418232,0.000083405466,0.000018514178,0.00012984464,0.000041462372,0.000014854759],"category_scores_gemma":[0.00024792823,0.00011858086,0.000042347583,0.001619626,0.00004640483,0.00008715187,0.000025299223,0.00023794892,0.000009383947],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001573115,0.000014081484,0.08563842,0.00026377942,0.00004496509,0.00004423702,0.8264043,0.00033406194,0.0067655365,0.00092550763,0.009022706,0.07038515],"study_design_scores_gemma":[0.003281447,0.00078943867,0.009940643,0.0027550175,0.000028541699,0.000007046216,0.81755877,0.00021567314,0.011104179,0.00002880753,0.15395205,0.00033837027],"about_ca_topic_score_codex":0.00018301199,"about_ca_topic_score_gemma":0.000011327665,"teacher_disagreement_score":0.14492935,"about_ca_system_score_codex":0.00023195174,"about_ca_system_score_gemma":0.00032021655,"threshold_uncertainty_score":0.48355868},"labels":[],"label_agreement":null},{"id":"W3112891458","doi":"10.1093/geroni/igaa057.2177","title":"Affective Vulnerability to Short Sleep Predicts 10-Year Changes in Chronic Health Conditions","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Sleep and related disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria; University of British Columbia","funders":"","keywords":"Affect (linguistics); Sleep (system call); Psychology; Vulnerability (computing); Checklist; Risk factor; Clinical psychology; Medicine; Gerontology; Developmental psychology; Internal medicine","score_opus":0.03509561522070577,"score_gpt":0.35502761390454934,"score_spread":0.3199319986838436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3112891458","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96134245,0.00015071682,0.001636081,0.026511647,0.0004434595,0.00079504197,0.000020781408,0.00012385887,0.008975965],"genre_scores_gemma":[0.9955307,0.000005774344,0.000051496627,0.0039697434,0.00012336916,0.00017116028,0.000083347084,0.000015507601,0.000048866958],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987428,0.00015217953,0.00035578123,0.00034756167,0.000115574396,0.0002860793],"domain_scores_gemma":[0.99958724,0.00007528409,0.00006401541,0.00015212219,0.000067356545,0.000053965814],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046514548,0.00010597155,0.00016512326,0.00045358107,0.00006185499,0.000012902669,0.000094575895,0.00009603164,0.0008301221],"category_scores_gemma":[0.00015219206,0.00011578637,0.000014725501,0.002723663,0.00003783998,0.00006987123,0.000031890377,0.0003431982,0.00014281795],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034457885,0.001080541,0.58176124,0.00028501023,0.00039342788,0.000060429476,0.13132936,0.018192574,0.0046205954,0.06027627,0.043830037,0.15782596],"study_design_scores_gemma":[0.0061620283,0.0010710732,0.9573943,0.00032943382,0.000021108532,0.0000053791314,0.013497627,0.0035702807,0.0008694731,0.0021608323,0.0142311705,0.00068731414],"about_ca_topic_score_codex":0.00024277746,"about_ca_topic_score_gemma":0.0006851467,"teacher_disagreement_score":0.37563306,"about_ca_system_score_codex":0.00034515935,"about_ca_system_score_gemma":0.00007446989,"threshold_uncertainty_score":0.9089255},"labels":[],"label_agreement":null},{"id":"W3112897322","doi":"10.1093/geroni/igaa057.3312","title":"Communication in Home Care: The Experiences of Formal Caregivers in Communicating with Persons Living with Dementia","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Dementia; Thematic analysis; Nursing; Psychology; Space (punctuation); Medicine; Qualitative research; Sociology; Computer science","score_opus":0.026389619136761477,"score_gpt":0.30668670987277713,"score_spread":0.28029709073601566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3112897322","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99452454,0.00024054218,0.00032415014,0.0018643098,0.0000050360277,0.00033529903,4.1410954e-7,0.0000098715445,0.0026958447],"genre_scores_gemma":[0.99888504,0.000019490251,0.000716953,0.0002470932,0.0000052698724,0.000100361474,0.000014551003,0.000007066719,0.000004156877],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9990735,0.00010520849,0.00028546088,0.000110674715,0.0002523966,0.0001727618],"domain_scores_gemma":[0.99940616,0.00011679813,0.00011905032,0.00018254673,0.000159951,0.000015511529],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049227074,0.0000694883,0.00012646224,0.0002584005,0.00007320132,0.000020930749,0.00018001198,0.00001881369,0.000027245424],"category_scores_gemma":[0.00007465646,0.000049571692,0.0000087183425,0.0018235815,0.00013406607,0.00024948758,0.00010723447,0.00028044696,3.8110045e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047693917,0.000033512337,0.7477186,0.00006641506,0.000011148154,0.0000034071554,0.24923259,0.000042338033,0.00037656998,0.00018139867,0.000003594928,0.0022827764],"study_design_scores_gemma":[0.0011116287,0.00016358837,0.4687885,0.00078403647,0.00000784965,0.0000026523462,0.5273559,0.0009503266,0.00074899587,0.0000033344572,0.000026169624,0.000056972884],"about_ca_topic_score_codex":0.00035029982,"about_ca_topic_score_gemma":0.0004254318,"teacher_disagreement_score":0.27893004,"about_ca_system_score_codex":0.00006494523,"about_ca_system_score_gemma":0.00009687873,"threshold_uncertainty_score":0.20214748},"labels":[],"label_agreement":null},{"id":"W3112899167","doi":"10.1093/geroni/igaa057.3310","title":"An Assessment of Attendee Experiences With a Workshop to Reframe Aging-Related Communications","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Cognitive reframing; Framing (construction); Psychology; Medical education; Social psychology; Engineering; Medicine","score_opus":0.13722132772554638,"score_gpt":0.49539841370391985,"score_spread":0.3581770859783735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3112899167","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.958392,0.000048003934,0.012033535,0.020049006,0.00007020262,0.00019089322,0.0000013939343,0.00006859744,0.009146339],"genre_scores_gemma":[0.9923039,5.6547464e-7,0.006128742,0.0012082116,0.000020014795,0.00014595203,0.000022507573,0.000011867167,0.0001582534],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9987351,0.00019571268,0.0004229943,0.00026429983,0.0001721054,0.00020981285],"domain_scores_gemma":[0.99895686,0.00012463608,0.00013590814,0.0005514676,0.00018322935,0.00004789363],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005322928,0.00008587104,0.00016106952,0.000310331,0.000080661346,0.000023526087,0.0004606886,0.00006432939,0.00020574118],"category_scores_gemma":[0.00006536047,0.00008002428,0.000010050855,0.002377317,0.00015140073,0.00011822642,0.00007957134,0.0003855464,0.000014913349],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007613762,0.00035413614,0.46032566,0.000026439555,0.00009519688,0.000028076143,0.45027414,0.00037115646,0.0013066466,0.061368424,0.001195146,0.024578853],"study_design_scores_gemma":[0.002243666,0.00071219314,0.3483867,0.00032831982,0.000017319842,0.000023824745,0.63369745,0.011311753,0.0004537119,0.0005595432,0.0017000296,0.0005654964],"about_ca_topic_score_codex":0.000107366955,"about_ca_topic_score_gemma":0.000052597854,"teacher_disagreement_score":0.18342331,"about_ca_system_score_codex":0.00003699122,"about_ca_system_score_gemma":0.00006211696,"threshold_uncertainty_score":0.32632953},"labels":[],"label_agreement":null},{"id":"W3112918038","doi":"10.1093/geroni/igaa057.208","title":"Barriers to Engage Low-Skilled Adults in Educational Opportunities: A Global Perspective","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Adult education; Population; Perspective (graphical); Adult Learning; Psychology; Gerontology; Business; Medicine; Pedagogy; Environmental health","score_opus":0.19074297094779186,"score_gpt":0.4310372990079089,"score_spread":0.24029432806011702,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3112918038","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87610877,0.000010881859,0.00008624618,0.08111547,0.00023547662,0.00038521888,0.000008069322,0.000030498448,0.04201936],"genre_scores_gemma":[0.994948,0.0000072984844,0.000184515,0.004518032,0.00016520426,0.00007063567,0.000008829581,0.0000046841233,0.00009277886],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9986843,0.00016597916,0.00034585735,0.0002505111,0.00032731096,0.00022604583],"domain_scores_gemma":[0.9994123,0.00007374497,0.000067778514,0.00007497062,0.00023746965,0.00013371307],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00084838737,0.00007930922,0.000103771294,0.00013609955,0.0001763445,0.000058078505,0.00015370731,0.00003888097,0.0005327695],"category_scores_gemma":[0.0030212738,0.00009322352,0.000018489218,0.0019454712,0.00008957752,0.0002073279,0.000036732254,0.00011716638,0.000017343238],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035887224,0.000061005,0.35427776,0.000021984237,0.0000053417953,0.000002550284,0.29693237,0.000112108726,0.00002980232,0.34629413,0.0010741036,0.001152964],"study_design_scores_gemma":[0.00088016584,0.000043809,0.12381315,0.0001877493,0.0000025011554,1.6201182e-7,0.8509158,0.00019850247,0.00003289112,0.01818195,0.0054650586,0.00027824403],"about_ca_topic_score_codex":0.0052511836,"about_ca_topic_score_gemma":0.0030483399,"teacher_disagreement_score":0.55398345,"about_ca_system_score_codex":0.0012428147,"about_ca_system_score_gemma":0.00074104837,"threshold_uncertainty_score":0.7938254},"labels":[],"label_agreement":null},{"id":"W3112919474","doi":"10.1093/geroni/igaa057.658","title":"Developing an RAI-MDS Behavior-Based Pain Scale for Long-Term Care Residents With Advanced Dementia","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Pain Management and Opioid Use","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo; University of Alberta; Athabasca University","funders":"","keywords":"Minimum Data Set; Long-term care; Dementia; Confirmatory factor analysis; Exploratory factor analysis; Scale (ratio); Pain scale; Delphi method; Crying; Pain assessment; Psychology; Cognition; Activities of daily living; Construct validity; Medicine; Clinical psychology; Psychometrics; Physical therapy; Psychiatry; Nursing homes; Structural equation modeling; Disease; Pain management; Statistics; Internal medicine; Nursing","score_opus":0.035754553400926606,"score_gpt":0.32945424742346224,"score_spread":0.29369969402253565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3112919474","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8277163,0.000043573502,0.16973092,0.0015897402,0.000044263263,0.00073799904,0.0000017317356,0.00008007582,0.000055434197],"genre_scores_gemma":[0.9660728,0.000002275026,0.029049458,0.0041511315,0.000077826204,0.00016122755,0.0004413067,0.000025804,0.00001815886],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99898,0.000036114034,0.00032636753,0.00026204492,0.00019925159,0.00019622338],"domain_scores_gemma":[0.9994491,0.00003098256,0.00011348357,0.00014147397,0.00022836852,0.00003662969],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038050974,0.000116801195,0.00015052407,0.00026687552,0.000076557626,0.000036180376,0.00008600635,0.0000355796,0.000014641356],"category_scores_gemma":[0.000096871125,0.00011562376,0.000016571432,0.00093625806,0.00001849378,0.00017903339,0.000021260517,0.00009668339,0.0000017414939],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015926048,0.00002652053,0.97562635,0.00045988063,0.0000120269115,0.000021510486,0.00089588435,0.00009365051,0.0021688335,0.00013940078,0.000045808203,0.0203509],"study_design_scores_gemma":[0.0031798866,0.00023002242,0.9887181,0.00057057,0.00005156178,2.1322509e-7,0.00084622065,0.001219973,0.004691881,0.000019077723,0.00029198604,0.0001805273],"about_ca_topic_score_codex":0.000011833021,"about_ca_topic_score_gemma":0.000056450455,"teacher_disagreement_score":0.14068146,"about_ca_system_score_codex":0.00010008153,"about_ca_system_score_gemma":0.00009267276,"threshold_uncertainty_score":0.4715},"labels":[],"label_agreement":null},{"id":"W3112937765","doi":"10.1093/geroni/igaa057.1879","title":"Establishing the Replicability and Generalizability of Multi-Study Longitudinal Research","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Mental Health Research Topics","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Generalizability theory; Representativeness heuristic; Harmonization; Replication (statistics); Context (archaeology); Attrition; Sample (material); Longitudinal study; Psychology; Computer science; Data science; Econometrics; Statistics; Medicine; Social psychology; Biology; Developmental psychology; Mathematics","score_opus":0.5089650269488963,"score_gpt":0.5572503090011591,"score_spread":0.04828528205226279,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3112937765","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.989757,0.00007983541,0.00047265252,0.007891508,0.00009139746,0.00085957634,0.000003220878,0.000017314947,0.00082747237],"genre_scores_gemma":[0.9990377,0.0000017549919,0.00043109304,0.00031054916,0.000074587144,0.00008809536,0.0000029308137,0.000007310846,0.000046005865],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99725205,0.0010703092,0.00060614577,0.00040123137,0.0003892625,0.0002810215],"domain_scores_gemma":[0.99843925,0.00064752076,0.00009528979,0.00044219987,0.0003320313,0.000043713815],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009307495,0.00006344745,0.00013336132,0.00017561961,0.00014464355,0.000038167895,0.00022846594,0.000041142564,0.00013054938],"category_scores_gemma":[0.0027527665,0.000051068622,0.000009304472,0.002372067,0.00020464307,0.00011802004,0.00023170363,0.00060017285,0.000005247669],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045684956,0.00021520708,0.9681665,0.00008662156,0.0000056464714,0.000004723223,0.013937864,0.000007790067,0.0004403661,0.0056287064,0.00024974803,0.011211194],"study_design_scores_gemma":[0.000643996,0.00012341778,0.9895307,0.000012514845,9.986999e-7,0.0000012397776,0.0069676274,0.001257261,0.00019767426,0.00061827694,0.00060044037,0.00004588919],"about_ca_topic_score_codex":0.0025250847,"about_ca_topic_score_gemma":0.00019203346,"teacher_disagreement_score":0.021364216,"about_ca_system_score_codex":0.000087090535,"about_ca_system_score_gemma":0.000050872743,"threshold_uncertainty_score":0.38171893},"labels":[],"label_agreement":null},{"id":"W3112965390","doi":"10.1093/geroni/igaa057.761","title":"Medication Prescribed Within 1 Year Preceding Fall-Related Injuries in Older Adults in Ontario, Canada","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Medical prescription; Injury prevention; Emergency department; Population; Poison control; Fall prevention; Pediatrics; Emergency medicine; Physical therapy; Psychiatry; Environmental health","score_opus":0.057208724436917546,"score_gpt":0.3332366848166924,"score_spread":0.27602796037977484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3112965390","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98494256,0.000022657254,0.00002882319,0.01198019,0.00023264169,0.0004182108,0.0000010798549,0.000022405622,0.0023514568],"genre_scores_gemma":[0.9961298,0.0000033455137,0.00022339898,0.0034284247,0.000024718158,0.00002094809,0.000065631524,0.000010260198,0.00009344478],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99861866,0.00004590214,0.00068512803,0.00020301084,0.00028170517,0.00016556225],"domain_scores_gemma":[0.9995382,0.00009930823,0.00017056288,0.000077182056,0.00006594913,0.000048836104],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038246205,0.00009247825,0.00017459005,0.00020934611,0.000027026765,0.000021211794,0.000061351,0.000060386377,0.00013794078],"category_scores_gemma":[0.0007328196,0.000092068985,0.000008803001,0.0011857908,0.000016975098,0.00024934055,0.00003095556,0.00061921426,0.0000035927349],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001767479,0.00004615231,0.9869995,0.00008578976,0.000008714646,0.000017832073,0.010604881,0.00013384725,0.00033269747,0.000480299,0.00036034224,0.00075318076],"study_design_scores_gemma":[0.0035467604,0.000033702905,0.98046297,0.0006850669,0.000009081296,0.0000016299878,0.0017434949,0.010527091,0.00074494357,0.00009252084,0.0020217516,0.00013100449],"about_ca_topic_score_codex":0.7022215,"about_ca_topic_score_gemma":0.8827722,"teacher_disagreement_score":0.18055066,"about_ca_system_score_codex":0.0004383386,"about_ca_system_score_gemma":0.0004914788,"threshold_uncertainty_score":0.37544644},"labels":[],"label_agreement":null},{"id":"W3113001236","doi":"10.1093/geroni/igaa057.288","title":"Age Matters: Building Blocks Needed to Inform Nurse Staffing Hours Requirements in Residential Care for Older Adults","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Staffing; Nursing; Quarter (Canadian coin); Quality (philosophy); Medicine; Confounding; Variance (accounting); Business","score_opus":0.04625578004298006,"score_gpt":0.4000008896831845,"score_spread":0.35374510964020445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3113001236","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9751056,0.00003093838,0.0022515599,0.019688457,0.0011095916,0.001431346,0.0000118843145,0.00009068143,0.00027996372],"genre_scores_gemma":[0.9897438,0.000001187163,0.002237462,0.007274846,0.00037070902,0.0002004506,0.000092320166,0.000030516403,0.00004866005],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99801624,0.000052032403,0.0009200764,0.0002936476,0.00023889783,0.0004790799],"domain_scores_gemma":[0.9991521,0.000111683024,0.00024367085,0.00014700081,0.0002876151,0.000057900925],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043693345,0.00014383854,0.00023877712,0.000790688,0.00026370972,0.000039432758,0.00015671026,0.00011558024,0.000052752024],"category_scores_gemma":[0.0003294008,0.00016448261,0.000029044159,0.0024087639,0.000010612571,0.0002770367,0.00006830128,0.00033352085,0.000013240844],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007785293,0.000053918793,0.077462755,0.001489669,0.000020609266,0.000033843495,0.7964546,0.00045565653,0.005329415,0.0006648123,0.07466865,0.04258751],"study_design_scores_gemma":[0.01103089,0.00017633812,0.1045986,0.007775068,0.000027889242,8.976688e-7,0.8562008,0.00042965525,0.0039368914,0.0002885053,0.014761073,0.00077335327],"about_ca_topic_score_codex":0.0014220747,"about_ca_topic_score_gemma":0.00063086994,"teacher_disagreement_score":0.05990758,"about_ca_system_score_codex":0.00040535597,"about_ca_system_score_gemma":0.00012912844,"threshold_uncertainty_score":0.6707406},"labels":[],"label_agreement":null},{"id":"W3113009107","doi":"10.1093/geroni/igaa057.959","title":"Influence of Driving and Transportation Access on Social Isolation Risk Among Older Adults","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut National de Santé Publique du Québec","funders":"","keywords":"Social isolation; Spouse; Cronbach's alpha; Psychology; Social support; Gerontology; Demography; Medicine; Environmental health; Clinical psychology; Social psychology; Psychiatry; Psychometrics","score_opus":0.028710776898199755,"score_gpt":0.35077723682798834,"score_spread":0.3220664599297886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3113009107","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9948665,0.0000052577034,0.000443919,0.0041852016,0.00003911455,0.00015627414,0.0000033253134,0.000023119808,0.0002772749],"genre_scores_gemma":[0.9987423,0.000022358225,0.000050524235,0.0010854797,0.00007848159,0.0000070117776,0.000006078465,0.0000039799593,0.0000038159037],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992035,0.000057227968,0.0003298698,0.00011380677,0.00017462186,0.000120974495],"domain_scores_gemma":[0.9995412,0.000088131936,0.0002143326,0.000023901508,0.00010924978,0.000023181394],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037707482,0.000045140045,0.00008669124,0.000107030704,0.0001998516,0.0000360094,0.000062832056,0.000049260037,0.000011469665],"category_scores_gemma":[0.0002993006,0.000050571918,0.000009076552,0.00085029536,0.000055381875,0.0005115904,0.0000050861545,0.000110310655,4.6460863e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005950665,0.000005372606,0.9367688,0.000065102395,0.000001224363,2.5782694e-7,0.049206443,0.00067470677,0.000009495384,0.008627871,0.000021022486,0.0046137744],"study_design_scores_gemma":[0.0002267156,0.000004529628,0.9953418,0.00013355557,0.0000017311991,4.564346e-9,0.0033726697,0.0004787491,0.00004969279,0.0002645881,0.00007564305,0.00005035447],"about_ca_topic_score_codex":0.004293319,"about_ca_topic_score_gemma":0.0023326967,"teacher_disagreement_score":0.05857299,"about_ca_system_score_codex":0.000031222127,"about_ca_system_score_gemma":0.00004611845,"threshold_uncertainty_score":0.64902425},"labels":[],"label_agreement":null},{"id":"W3113030074","doi":"10.1093/geroni/igaa057.618","title":"The Relationship Between Cognitive Decline and Sedentary Time","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Medicine; Ambulatory; Psychological intervention; Gerontology; Cognition; Cognitive decline; Sedentary behavior; Physical therapy; Physical activity; Demography; Cognitive impairment; Psychology; Dementia; Internal medicine","score_opus":0.06743163589841533,"score_gpt":0.3363062277502696,"score_spread":0.26887459185185425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3113030074","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93139106,0.00006233402,0.0007666503,0.06639516,0.000029750427,0.00020497359,0.0000053440735,0.000043156626,0.0011015822],"genre_scores_gemma":[0.9950616,0.0000029255045,0.00030305807,0.004053108,0.00019573784,0.000007981259,0.00010188077,0.000009767673,0.0002639417],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993014,0.00003002597,0.00030218455,0.00012618132,0.0001423565,0.00009790005],"domain_scores_gemma":[0.9987503,0.0009794249,0.0000709208,0.00006103721,0.00010915398,0.000029155834],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029868548,0.00006000008,0.00009136011,0.00009071142,0.00008519931,0.000024506111,0.000036010864,0.00003359008,0.00001859403],"category_scores_gemma":[0.0021789218,0.000049698585,0.000008235221,0.00085862,0.000054074404,0.00008994871,0.00004564819,0.00023206935,0.000047780606],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021498307,0.0000044230246,0.98962855,0.000019255294,0.000009208451,0.000005918177,0.0008958298,9.895363e-7,0.0002901433,0.0005150907,0.00054562034,0.008063484],"study_design_scores_gemma":[0.0010294362,0.000033555956,0.99548316,0.00014384392,0.000014159269,0.000005831906,0.00032331838,0.00042452037,0.00033780304,0.0011843005,0.00096656487,0.000053505257],"about_ca_topic_score_codex":0.000014070317,"about_ca_topic_score_gemma":0.000003524989,"teacher_disagreement_score":0.06367056,"about_ca_system_score_codex":0.000025714935,"about_ca_system_score_gemma":0.000029657052,"threshold_uncertainty_score":0.26085302},"labels":[],"label_agreement":null},{"id":"W3113074192","doi":"10.1093/geroni/igaa057.860","title":"Mobility Screening for Fall Risk Assessment in a Population-Based Sample of Older Adults: An Analysis From the CLSA","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Receiver operating characteristic; Population; Timed Up and Go test; Test (biology); Fall prevention; Falls in older adults; Physical therapy; Physical medicine and rehabilitation; Poison control; Injury prevention; Balance (ability); Internal medicine; Emergency medicine","score_opus":0.04944131083661565,"score_gpt":0.39891167385471504,"score_spread":0.3494703630180994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3113074192","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.73043346,0.000010115709,0.2675387,0.0010555775,0.00005222572,0.00067896635,0.00019342564,0.000023703453,0.000013835285],"genre_scores_gemma":[0.9800069,0.0000022648646,0.016702017,0.0012165096,0.00009214638,0.00022025434,0.0017485364,0.000009903248,0.0000015099332],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978608,0.000505117,0.0009967501,0.00027728724,0.00017953476,0.00018052921],"domain_scores_gemma":[0.99776906,0.0011063068,0.0006055644,0.00022914085,0.00026804776,0.000021872183],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017822116,0.00009028023,0.0002451109,0.00022739825,0.0001807149,0.000010542613,0.00012929772,0.00009207517,0.000022074308],"category_scores_gemma":[0.0007090066,0.000078455516,0.00005368235,0.0022110594,0.000013330629,0.0001773224,0.000027725257,0.00039670474,5.776865e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005973413,0.000121572724,0.990636,0.000073890216,0.0000280944,7.21457e-8,0.0032378016,0.0011505024,0.000120794415,0.00062202825,0.000017358825,0.0039321836],"study_design_scores_gemma":[0.0012509413,0.000014015281,0.75937057,0.00016365791,0.000030696792,1.9048798e-9,0.0028122608,0.23517506,0.000001762821,0.0010934937,0.000029366473,0.00005820454],"about_ca_topic_score_codex":0.027096903,"about_ca_topic_score_gemma":0.013036096,"teacher_disagreement_score":0.25083667,"about_ca_system_score_codex":0.00010763631,"about_ca_system_score_gemma":0.00009280367,"threshold_uncertainty_score":0.97938174},"labels":[],"label_agreement":null},{"id":"W3113109140","doi":"10.1093/geroni/igaa057.3347","title":"An International Environmental Scan of Social Housing for Older Adults","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Public Health; Sunnybrook Hospital","funders":"","keywords":"Business; Aging in place; Leasehold estate; Public housing; Service provider; Corporation; Legislation; Affordable housing; Service (business); Public relations; Marketing; Economic growth; Gerontology; Finance; Medicine; Political science; Economics","score_opus":0.020767124610428903,"score_gpt":0.3095693750575797,"score_spread":0.2888022504471508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3113109140","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9925966,0.0000101217265,0.0036647215,0.0025307138,0.0001624065,0.00014956974,0.000010446816,0.00002381703,0.00085159997],"genre_scores_gemma":[0.9984109,0.000007618081,0.000632277,0.000339099,0.00053680566,0.000011540314,0.00003239888,0.000005589719,0.000023804203],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9993455,0.000026207576,0.0002323939,0.00012128729,0.00017761443,0.00009702492],"domain_scores_gemma":[0.9997493,0.000022517717,0.00013214385,0.000026452111,0.00005689392,0.000012712671],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025974558,0.000045122106,0.00007011333,0.00009888948,0.00020043452,0.000025702204,0.00009541033,0.000026806654,0.000055560453],"category_scores_gemma":[0.00006654212,0.000052406867,0.000016379696,0.00029696376,0.000064417225,0.00026872553,0.000012976936,0.000041272702,9.4427924e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020152836,0.000048500056,0.1455401,0.000014665521,0.000011368072,3.66209e-7,0.8131987,0.000025748077,0.00090583216,0.024457393,0.00045716765,0.01532003],"study_design_scores_gemma":[0.0015119062,0.000033889763,0.932372,0.00005654471,0.000008466867,9.93666e-8,0.04470021,0.002780696,0.001512398,0.0015013766,0.015280813,0.00024162323],"about_ca_topic_score_codex":0.0006894153,"about_ca_topic_score_gemma":0.0006219136,"teacher_disagreement_score":0.78683186,"about_ca_system_score_codex":0.00006176086,"about_ca_system_score_gemma":0.000035077297,"threshold_uncertainty_score":0.213709},"labels":[],"label_agreement":null},{"id":"W3113119761","doi":"10.1093/geroni/igaa057.678","title":"The Invisible Epidemic: A Spotlight on the Opioid Crisis Among Older Adults","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Sinai Health System; Health Sciences North; Toronto Public Health; Baycrest Hospital; University of Toronto","funders":"","keywords":"Grey literature; Thematic analysis; Stakeholder; Opioid epidemic; Medicine; Inclusion (mineral); Population; Family medicine; Psychology; MEDLINE; Political science; Public relations; Qualitative research; Opioid; Environmental health; Sociology; Social science; Social psychology","score_opus":0.022023312838648258,"score_gpt":0.28540982901500134,"score_spread":0.26338651617635306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3113119761","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.816019,0.00016822138,0.00016847787,0.18126404,0.00012464543,0.0006109188,0.000001957404,0.00007236547,0.0015703853],"genre_scores_gemma":[0.9782924,0.00006014954,0.00011679119,0.021129658,0.0001390571,0.00012765384,0.000021232992,0.000025055144,0.000088013],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987175,0.000055994242,0.0004729956,0.0002580983,0.00026863604,0.00022680723],"domain_scores_gemma":[0.9991236,0.00025013788,0.00014428941,0.00031344645,0.00013286881,0.000035695128],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040815404,0.00014160751,0.00016032367,0.00013768856,0.00015533097,0.000043263215,0.00013534844,0.000048601687,0.000055412882],"category_scores_gemma":[0.0005194436,0.0000799124,0.000038319842,0.00162865,0.00004213859,0.00007794403,0.00004581705,0.0003148676,0.000078867975],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004106869,0.00041031788,0.7459126,0.00028112225,0.00019913298,0.000076489334,0.05376195,0.00017676938,0.00077343953,0.04920843,0.109039046,0.039750006],"study_design_scores_gemma":[0.0046603754,0.00025334526,0.9048839,0.0013993313,0.00006206866,0.0000068330346,0.023202322,0.0076285833,0.0126680825,0.0024765776,0.04236268,0.00039586952],"about_ca_topic_score_codex":0.00011366322,"about_ca_topic_score_gemma":0.0000127197,"teacher_disagreement_score":0.1622734,"about_ca_system_score_codex":0.00009123436,"about_ca_system_score_gemma":0.00005701738,"threshold_uncertainty_score":0.32587332},"labels":[],"label_agreement":null},{"id":"W3113128844","doi":"10.1093/geroni/igaa057.3509","title":"Understanding contributors to quality of care in long-term care and changes under COVID-19","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"Influencer marketing; Thematic analysis; Long-term care; Nursing; Quality (philosophy); Pandemic; Perspective (graphical); Qualitative research; Coronavirus disease 2019 (COVID-19); Medicine; Psychology; Business; Sociology; Marketing","score_opus":0.23374902702938447,"score_gpt":0.4746008520957097,"score_spread":0.24085182506632521,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3113128844","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97348255,0.00049562857,0.0074427365,0.017331474,0.00030842732,0.00053148915,0.000030644875,0.00004089808,0.00033612674],"genre_scores_gemma":[0.9964218,0.000018023513,0.00007159607,0.0032919317,0.00008283048,0.000023023158,0.00007305255,0.000009773622,0.000007937326],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987362,0.00019013148,0.0005101097,0.00020051863,0.00014668192,0.00021634343],"domain_scores_gemma":[0.99918246,0.00029483627,0.00018808665,0.000091591646,0.00017567056,0.00006737592],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045546127,0.00008534243,0.00024334168,0.00041557042,0.00013226159,0.000008684843,0.000059675313,0.000094259914,0.00002944422],"category_scores_gemma":[0.00051155005,0.00009080398,0.000011386432,0.001557752,0.000024485063,0.00005613048,0.000060687802,0.00022368952,0.0000016501212],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009687661,0.000005148497,0.8104268,0.0016028513,0.0000042872593,0.0000030550018,0.17918119,0.000063434905,0.0005722016,0.006782208,0.0002798397,0.0009821386],"study_design_scores_gemma":[0.0021178846,0.00010111732,0.5731673,0.0005345657,0.000006281242,2.3611022e-7,0.4226164,0.000008450226,0.00019684769,0.000557671,0.00051584066,0.00017741177],"about_ca_topic_score_codex":0.00075934886,"about_ca_topic_score_gemma":0.0051267096,"teacher_disagreement_score":0.2434352,"about_ca_system_score_codex":0.0009046826,"about_ca_system_score_gemma":0.00022502168,"threshold_uncertainty_score":0.3702879},"labels":[],"label_agreement":null},{"id":"W3113157568","doi":"10.1093/geroni/igaa057.127","title":"Intersectionality: Mapping Critical Relations for Quality in Long-Term Care Research","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University; University of Ottawa; St. Francis Xavier University","funders":"","keywords":"Intersectionality; Distress; Harm; Long-term care; Framing (construction); Psychology; Sociology; Nursing; Gender studies; Medicine; Social psychology; Geography; Clinical psychology","score_opus":0.3193912783058451,"score_gpt":0.5651814792366269,"score_spread":0.24579020093078174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3113157568","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9296679,0.00012748963,0.02479213,0.040666826,0.000892542,0.00080047816,0.000019447667,0.00007451023,0.0029586987],"genre_scores_gemma":[0.9975972,0.0000021435358,0.0008386684,0.00071797543,0.00040961444,0.0002032132,0.00012629901,0.000013035993,0.00009182918],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978458,0.00048095288,0.0008277994,0.00026315756,0.0002351016,0.00034714927],"domain_scores_gemma":[0.99735284,0.0015343692,0.00008616606,0.00011986388,0.0008712337,0.000035540437],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002130604,0.000070149166,0.00016022888,0.0006517136,0.00038564875,0.000018803692,0.00009135042,0.00012495658,0.000121378114],"category_scores_gemma":[0.0036112012,0.00008005282,0.000025455956,0.0027411778,0.00005037528,0.00016432848,0.00006423532,0.0008168508,0.00003107777],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000066349596,0.000029276222,0.8700476,0.0009385361,0.0000044593917,0.000003375374,0.081861146,0.000017174183,0.0005629309,0.03858873,0.0029644014,0.0049159653],"study_design_scores_gemma":[0.0009628849,0.0000294144,0.9073444,0.00061466516,0.000002264837,3.4878343e-7,0.080839045,0.00013798209,0.000038948394,0.007113482,0.0027919097,0.00012462467],"about_ca_topic_score_codex":0.00036568122,"about_ca_topic_score_gemma":0.00045525405,"teacher_disagreement_score":0.06792934,"about_ca_system_score_codex":0.00052019913,"about_ca_system_score_gemma":0.00025832705,"threshold_uncertainty_score":0.43232062},"labels":[],"label_agreement":null},{"id":"W3113172280","doi":"10.1093/geroni/igaa057.932","title":"Cognitive Performance in Older Adults With Subjective Cognitive Decline","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Sunnybrook Hospital; University of Ottawa","funders":"","keywords":"Psychology; Cognition; Neuropsychology; Dementia; Semantic memory; Effects of sleep deprivation on cognitive performance; Episodic memory; Cognitive decline; Cognitive psychology; Neuropsychological assessment; Audiology; Developmental psychology; Medicine; Psychiatry; Disease","score_opus":0.021537391090175634,"score_gpt":0.320387650125861,"score_spread":0.2988502590356854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3113172280","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9863965,0.000036530368,0.0021667513,0.0015991228,0.000019960973,0.0010198586,0.0000060360735,0.000037453105,0.008717802],"genre_scores_gemma":[0.99602324,0.000022212638,0.000105255196,0.0034214754,0.000071573,0.00014759382,0.00012322563,0.000019309675,0.000066146444],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99856,0.0000499999,0.00037094188,0.00033671767,0.00038627727,0.0002960677],"domain_scores_gemma":[0.9989053,0.00012424504,0.00009439885,0.000047596295,0.0007737117,0.000054744294],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034668343,0.00013993122,0.00020658837,0.0005023766,0.00004028872,0.000023145632,0.00004595394,0.00004443881,0.00020490421],"category_scores_gemma":[0.00040070835,0.00012436703,0.000015219739,0.0029371707,0.000079846126,0.00025680134,0.000054883203,0.00041359718,0.000041884512],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021243913,0.00020420755,0.9623205,0.00018584798,0.000026849495,0.00012822654,0.004798616,0.0000022484342,0.00021855497,0.00003878166,0.000005003894,0.029946739],"study_design_scores_gemma":[0.010697622,0.0005863224,0.96580666,0.0025079271,0.000016705428,0.000013469412,0.008129036,0.0015355509,0.010531183,0.000013802756,0.000018844543,0.0001428829],"about_ca_topic_score_codex":0.000029713548,"about_ca_topic_score_gemma":0.0000264544,"teacher_disagreement_score":0.029803855,"about_ca_system_score_codex":0.00006853689,"about_ca_system_score_gemma":0.00015314236,"threshold_uncertainty_score":0.507154},"labels":[],"label_agreement":null},{"id":"W3113188955","doi":"10.1093/geroni/igaa057.572","title":"Perceptions and Understandings of Frailty Language: A Scoping Review","year":2020,"lang":"en","type":"review","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; University of Toronto; McMaster University; University of British Columbia","funders":"","keywords":"CINAHL; MEDLINE; Gerontology; Psychological intervention; Inclusion (mineral); Perception; Medicine; Health care; Psychology; Nursing; Social psychology","score_opus":0.1156067446018564,"score_gpt":0.4275843487504556,"score_spread":0.3119776041485992,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3113188955","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000025824873,0.9955806,0.0004388249,0.0014068068,0.000065505425,0.0014157796,0.000013350083,0.0000463757,0.0010069052],"genre_scores_gemma":[0.00011780333,0.9978028,0.0009371105,0.0006705124,0.000080359285,0.00006198891,0.00016657925,0.000035533012,0.0001273216],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9981406,0.000058051883,0.0011399672,0.00029612478,0.00022045267,0.00014480896],"domain_scores_gemma":[0.99902135,0.00012829967,0.00047251125,0.00022792193,0.00011395738,0.00003597896],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038013322,0.00021388332,0.0013678374,0.0005495318,0.000027369566,0.000013814086,0.00007891755,0.00012270098,0.00013684838],"category_scores_gemma":[0.000727237,0.00019723151,0.00008564716,0.0023533765,0.00008144857,0.00008245146,0.000068647576,0.00046942322,0.000012504407],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[9.848404e-7,0.000012158223,0.000050803315,0.34834248,0.00003008414,0.000019889188,0.0006297023,3.4762138e-8,0.0000117632635,0.00039224103,0.00036696665,0.6501429],"study_design_scores_gemma":[0.000295817,0.000025931715,0.000032016942,0.9102097,0.00027283802,0.00010921832,0.00025452368,0.000004750022,0.0000016996853,0.000028757728,0.08859932,0.00016539337],"about_ca_topic_score_codex":0.00001999844,"about_ca_topic_score_gemma":0.0000071302934,"teacher_disagreement_score":0.6499775,"about_ca_system_score_codex":0.00018898833,"about_ca_system_score_gemma":0.0003216897,"threshold_uncertainty_score":0.8042867},"labels":[],"label_agreement":null},{"id":"W3113216564","doi":"10.1093/geroni/igaa057.1352","title":"Meaning Making as a Central Mechanism of Dignity Therapy for Older Adults With Cancer","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Patient Dignity and Privacy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Dignity; Meaning (existential); Meaning-making; Feeling; Psychology; Medicine; Psychotherapist; Social psychology; Law; Political science","score_opus":0.06450705438915388,"score_gpt":0.33483984258441274,"score_spread":0.27033278819525886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3113216564","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9768168,0.000044027114,0.019333364,0.0025020211,0.000060552447,0.0005663094,0.000010084279,0.000032391927,0.0006344528],"genre_scores_gemma":[0.9947345,0.000010227774,0.0019686816,0.003120584,0.00007822357,0.00004204875,0.000023184168,0.0000127051735,0.000009839291],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992999,0.000012974162,0.00025293435,0.00014128408,0.00014611728,0.0001468118],"domain_scores_gemma":[0.99954075,0.000035851393,0.0001468785,0.00006677896,0.00018897542,0.000020790843],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001112195,0.00007456705,0.00014533006,0.00011253037,0.00003190043,0.0000059930057,0.00004559303,0.000031801766,0.000048767808],"category_scores_gemma":[0.000115362855,0.00006473668,0.00001721138,0.00067266007,0.000010654326,0.000103452716,0.00001265111,0.00011152313,5.653274e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007909421,0.0005473198,0.40243357,0.0022631863,0.00030679317,0.000041690237,0.19918345,0.00036280308,0.06316138,0.102955624,0.0004738896,0.22036086],"study_design_scores_gemma":[0.054543715,0.0028371336,0.20708418,0.014677023,0.0001379839,0.000025100551,0.014366729,0.027060557,0.6530973,0.01939845,0.005530068,0.0012418135],"about_ca_topic_score_codex":0.00007625299,"about_ca_topic_score_gemma":0.000008079771,"teacher_disagreement_score":0.58993584,"about_ca_system_score_codex":0.000046568497,"about_ca_system_score_gemma":0.00008837336,"threshold_uncertainty_score":0.26398852},"labels":[],"label_agreement":null},{"id":"W3113232475","doi":"10.1093/geroni/igaa057.663","title":"Transcranial Direct Current Stimulation Combined With Meditation for Older Adults With Knee Osteoarthritis","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Osteoarthritis; WOMAC; Medicine; Transcranial direct-current stimulation; Physical therapy; Randomized controlled trial; Physical medicine and rehabilitation; Knee pain; Clinical trial; Stimulation; Internal medicine","score_opus":0.031224959716789836,"score_gpt":0.2815116470445354,"score_spread":0.25028668732774556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3113232475","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92185575,0.00003761762,0.07275244,0.0027009055,0.00026127414,0.0018160397,0.000030823034,0.0001903678,0.00035479854],"genre_scores_gemma":[0.9975169,0.0000031647462,0.0014594472,0.0005405378,0.00013977304,0.00026354686,0.000038815575,0.000031105486,0.000006758281],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9983955,0.0000544028,0.0004795218,0.0004551785,0.00039533322,0.00022005184],"domain_scores_gemma":[0.99904436,0.00039155298,0.00016557304,0.00009468608,0.00026763586,0.000036206762],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011195418,0.00018418617,0.00021689487,0.0002403056,0.0001384713,0.00005373653,0.00008152328,0.000036094592,0.000026101188],"category_scores_gemma":[0.0003189661,0.00016381069,0.000021158028,0.0019308799,0.00007696295,0.00033780406,0.000007777011,0.00013665835,0.0000047193616],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.021280695,0.0006565174,0.053158388,0.0012060417,0.00003895571,0.000037645732,0.08890905,0.05572584,0.11869293,0.016476387,0.00026111703,0.6435564],"study_design_scores_gemma":[0.15077968,0.012585306,0.6219251,0.0032024449,0.00017391502,0.000018358529,0.0025971176,0.16023809,0.040042695,0.0014211099,0.004535885,0.0024803025],"about_ca_topic_score_codex":0.0000071811237,"about_ca_topic_score_gemma":0.000028245553,"teacher_disagreement_score":0.64107615,"about_ca_system_score_codex":0.00003186108,"about_ca_system_score_gemma":0.000043758224,"threshold_uncertainty_score":0.66800064},"labels":[],"label_agreement":null},{"id":"W3113257108","doi":"10.1093/geroni/igaa057.086","title":"The Caregiver Transportation Scale Measures the Impact of Driving Cessation on Caregivers","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Cronbach's alpha; Caregiver burden; Scale (ratio); Neglect; Psychology; Sample (material); Consistency (knowledge bases); Clinical psychology; Gerontology; Medicine; Psychiatry; Psychometrics; Dementia; Computer science; Geography","score_opus":0.06019577914856147,"score_gpt":0.3881622128421742,"score_spread":0.3279664336936128,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3113257108","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9831061,0.000039241775,0.0009250563,0.013640756,0.00023145908,0.00044500947,0.000007984646,0.000050007166,0.0015543903],"genre_scores_gemma":[0.99941343,0.000029815683,0.000016884142,0.00027567137,0.00015194359,0.000048435246,0.00001176708,0.000013692972,0.00003835988],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985089,0.00022592884,0.0005632179,0.00016355123,0.00032026926,0.00021816412],"domain_scores_gemma":[0.9983275,0.0006314592,0.00039253835,0.00016307666,0.00046852086,0.000016896316],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007110183,0.00010708257,0.00013999667,0.0001230479,0.0006644575,0.000013793272,0.00016894104,0.000053447973,0.000015053841],"category_scores_gemma":[0.00039752582,0.000063397136,0.000042812273,0.0012773422,0.000077217264,0.00014889953,0.000017011267,0.00040232387,0.000007412781],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013616385,0.000007996671,0.8772993,0.000039552568,0.000027942113,4.502386e-7,0.11110958,0.0023503187,0.0011750192,0.00065034366,0.003304577,0.0040213116],"study_design_scores_gemma":[0.00043188257,0.000030488018,0.96997195,0.0002799534,0.0000075458775,4.2110166e-8,0.02760341,0.0005042551,0.0002493738,0.00024723142,0.0006040706,0.000069788206],"about_ca_topic_score_codex":0.0006696637,"about_ca_topic_score_gemma":0.0019013471,"teacher_disagreement_score":0.09267266,"about_ca_system_score_codex":0.00019075419,"about_ca_system_score_gemma":0.000118503376,"threshold_uncertainty_score":0.51105374},"labels":[],"label_agreement":null},{"id":"W3113258630","doi":"10.1093/geroni/igaa057.992","title":"Are Older Adults Sexually Well: A Comparative Qualitative Study in Portugal and Romania","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Sexual function and dysfunction studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Portuguese; Qualitative research; Psychology; Sexual desire; Romanian; Gerontology; Medicine; Demography; Human sexuality; Gender studies; Sociology","score_opus":0.1082139200496498,"score_gpt":0.39403948275166956,"score_spread":0.28582556270201975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3113258630","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9932646,0.00007390977,0.00039303798,0.0032557833,0.00012342147,0.00056570186,0.0000019222202,0.000063036096,0.0022585893],"genre_scores_gemma":[0.99530333,0.0000015626358,0.000109058885,0.004210981,0.0000734939,0.000047977457,0.0000148124245,0.000009313416,0.00022945995],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99872535,0.00010287039,0.00052277313,0.00030705464,0.0002167868,0.00012515359],"domain_scores_gemma":[0.99934363,0.000110271314,0.00019899751,0.000073361756,0.00023601743,0.000037732632],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003682729,0.00012804949,0.00031460202,0.00035421655,0.00004918242,0.000017978666,0.000023835013,0.00003291956,0.00008490243],"category_scores_gemma":[0.00023903514,0.00011966724,0.000009263276,0.0016292932,0.000036588146,0.00012794418,0.00003837265,0.0002391628,0.00002542876],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000463966,0.00028586134,0.61669666,0.00006560605,0.000045137283,0.00007035712,0.3796381,0.000010349106,0.00016178752,0.00053626846,0.0015099759,0.0005159115],"study_design_scores_gemma":[0.0029882013,0.00018183402,0.5591104,0.000082847975,0.0000062568242,0.0000032162588,0.4367981,0.00024180741,0.000022135368,0.000017297054,0.00046959566,0.000078286015],"about_ca_topic_score_codex":0.00009272048,"about_ca_topic_score_gemma":0.00013794114,"teacher_disagreement_score":0.05758625,"about_ca_system_score_codex":0.000048314545,"about_ca_system_score_gemma":0.000026389418,"threshold_uncertainty_score":0.48798883},"labels":[],"label_agreement":null},{"id":"W3113286051","doi":"10.1093/geroni/igaa057.981","title":"Marital Religious Homogamy and Dimensions of Well-Being in Later Life: Evidence From the United States","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Religion, Spirituality, and Psychology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Happiness; General partnership; Attendance; Psychology; Mental health; Similarity (geometry); Quality of life (healthcare); Marital status; Social psychology; Sociology; Gerontology; Demography; Medicine; Political science; Psychiatry; Computer science","score_opus":0.04487132983316408,"score_gpt":0.3418019292136812,"score_spread":0.29693059938051714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3113286051","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94661754,0.00033760793,0.00010621594,0.052031063,0.000119229706,0.00010967321,0.0000017988526,0.000018489425,0.0006583892],"genre_scores_gemma":[0.9931548,0.00069999055,0.00014974942,0.005885703,0.00007816863,0.000004145507,0.000012751835,0.0000043622326,0.0000103193925],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990087,0.00020653573,0.00035450383,0.0001564575,0.00014330739,0.00013045866],"domain_scores_gemma":[0.99912417,0.00056890346,0.00010470438,0.000084490435,0.00009331586,0.000024428511],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00072314014,0.000055468932,0.00010277199,0.0001414548,0.000097035474,0.000037247737,0.0001223148,0.000054946806,0.000015476253],"category_scores_gemma":[0.00070428365,0.000043197742,0.0000096511885,0.0017758334,0.00015872737,0.00012933447,0.000043276777,0.00015619955,0.000004179696],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014169653,0.000010120922,0.86369336,0.0000070002493,0.0000049187324,0.0000043725418,0.12867539,0.000105627034,0.00037058172,0.0035800799,0.0032465484,0.0002878475],"study_design_scores_gemma":[0.0010543758,0.000058091588,0.8373296,0.00063073373,0.000014031329,9.754797e-7,0.04494629,0.0015065302,0.0004394548,0.093738176,0.019945432,0.00033629022],"about_ca_topic_score_codex":0.027933437,"about_ca_topic_score_gemma":0.0024914953,"teacher_disagreement_score":0.0901581,"about_ca_system_score_codex":0.00001756353,"about_ca_system_score_gemma":0.000039157185,"threshold_uncertainty_score":0.97853965},"labels":[],"label_agreement":null},{"id":"W3113290095","doi":"10.1093/geroni/igaa057.703","title":"Geriatric Fast Facts: Four Years of Growth and Reach","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Analytics; Session (web analytics); Geriatrics; Referral; Medical education; Health care; Listing (finance); Population; Medicine; Psychology; Computer science; Nursing; World Wide Web; Data science","score_opus":0.04237993464270376,"score_gpt":0.2977497585656913,"score_spread":0.25536982392298757,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3113290095","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9856984,0.00005272982,0.00073022884,0.0034451145,0.000033844928,0.00014407534,0.0000018021261,0.000034038076,0.00985978],"genre_scores_gemma":[0.9989405,0.00001729485,0.00036299226,0.00056506804,0.000057977246,0.000003587542,0.000015392361,0.0000066885113,0.000030495918],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994732,0.0000075691473,0.00022356567,0.00010915199,0.00011462799,0.00007187478],"domain_scores_gemma":[0.99979126,0.000016249742,0.00007450925,0.000058968253,0.000041317828,0.000017683218],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008532401,0.000044241082,0.000099099954,0.00021540537,0.0000075435823,0.000011495417,0.000028468681,0.000015864473,0.00002907651],"category_scores_gemma":[0.00014192845,0.00004929869,0.000008353538,0.0010154383,0.000020490983,0.00008585138,0.000033561177,0.0000641026,0.0000026529867],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022720832,0.00018162988,0.7051289,0.0041170516,0.00016435662,0.00024404425,0.007436234,0.00011550141,0.04912795,0.123923905,0.0049066953,0.10442651],"study_design_scores_gemma":[0.0025589843,0.00008144941,0.9897442,0.00018570939,0.000039805076,0.0000043237983,0.0020455683,0.0010490582,0.001223276,0.001397748,0.0015339394,0.00013595668],"about_ca_topic_score_codex":0.000030494723,"about_ca_topic_score_gemma":5.9507903e-7,"teacher_disagreement_score":0.28461528,"about_ca_system_score_codex":0.00001976112,"about_ca_system_score_gemma":0.000036297995,"threshold_uncertainty_score":0.20103423},"labels":[],"label_agreement":null},{"id":"W3113318000","doi":"10.1093/geroni/igaa057.828","title":"Perceptions of a Transitional Care Model for Older Adults With Multimorbidity and Depressive Symptoms","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; McMaster University","funders":"","keywords":"Intervention (counseling); Transitional care; Medicine; Nursing; Perception; Qualitative research; Health care; Descriptive statistics; Family medicine; Psychology","score_opus":0.030586072133818712,"score_gpt":0.3128302644067763,"score_spread":0.2822441922729576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3113318000","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9158966,0.00003588068,0.082041636,0.0011297689,0.000008062159,0.00047954262,0.000052946587,0.000023477032,0.0003320989],"genre_scores_gemma":[0.9973243,0.0000029326986,0.001943939,0.0003716303,0.000030339355,0.00007234321,0.0002377862,0.000007865899,0.000008897818],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995237,0.00000411924,0.0001635593,0.00014021377,0.0001007465,0.00006763613],"domain_scores_gemma":[0.99967754,0.0000142164945,0.000049644714,0.00005181707,0.0001874631,0.000019315883],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000024288116,0.000057993777,0.00009505163,0.00010016827,0.000024655892,0.000007137861,0.000019613617,0.000018179704,0.000018420662],"category_scores_gemma":[0.000017778186,0.000053977736,0.000012716334,0.00026301594,0.00003841917,0.00009195558,0.000008844818,0.00005007639,2.0741918e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028930868,0.0007429544,0.5438892,0.01753923,0.0004425035,0.000048883026,0.197711,0.12290088,0.011386073,0.041175727,0.001362719,0.05990772],"study_design_scores_gemma":[0.008536751,0.00008657426,0.3253064,0.0008796912,0.00009088278,0.0000026587063,0.0104678,0.6540098,0.00029613994,0.00016679398,0.00002144402,0.0001350959],"about_ca_topic_score_codex":0.000009752051,"about_ca_topic_score_gemma":0.000006736803,"teacher_disagreement_score":0.5311089,"about_ca_system_score_codex":0.00002872783,"about_ca_system_score_gemma":0.00006464326,"threshold_uncertainty_score":0.22011481},"labels":[],"label_agreement":null},{"id":"W3113351722","doi":"10.1093/geroni/igaa057.1856","title":"Decade Review of Social Support in Family Gerontology: Methods, Theories, and Directions for Future Research","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Saint Vincent University","funders":"","keywords":"Socioemotional selectivity theory; Presentation (obstetrics); Social support; Psychology; Social isolation; Mental health; Gerontology; Sociology; Social network (sociolinguistics); Developmental psychology; Social psychology; Medicine; Psychiatry; Political science","score_opus":0.21531457845144905,"score_gpt":0.5426772332806512,"score_spread":0.3273626548292021,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3113351722","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09892143,0.027324338,0.004760311,0.8303772,0.001175421,0.0022522993,0.000039404655,0.000081062135,0.035068516],"genre_scores_gemma":[0.83122474,0.048053905,0.033861,0.08288323,0.002581035,0.00061088393,0.00007179983,0.000040986226,0.0006724108],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99865294,0.0004588572,0.00039368775,0.00012139315,0.00014739441,0.0002257377],"domain_scores_gemma":[0.9991493,0.0004791549,0.00007989435,0.000034786743,0.0002322867,0.000024543491],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0059587094,0.000038941595,0.00017555643,0.00015183382,0.00023106685,0.000013960445,0.00007784854,0.0000685752,0.000031918422],"category_scores_gemma":[0.0020591568,0.000039695406,0.0000137221905,0.0017653652,0.00011561917,0.00010657817,0.000023514574,0.00018993845,3.6023218e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009103195,0.000009309424,0.03371468,0.0017169986,0.0000029118041,5.1682946e-7,0.032772105,7.644724e-8,0.000027365399,0.85741866,0.0045592315,0.06976907],"study_design_scores_gemma":[0.00024593246,0.000015258953,0.11102347,0.0003740094,0.0000025872816,1.5164387e-7,0.0396295,0.000009277938,0.000027550226,0.013850886,0.834748,0.000073370305],"about_ca_topic_score_codex":0.0011862282,"about_ca_topic_score_gemma":0.001111727,"teacher_disagreement_score":0.8435677,"about_ca_system_score_codex":0.00007372627,"about_ca_system_score_gemma":0.00029808606,"threshold_uncertainty_score":0.24651517},"labels":[],"label_agreement":null},{"id":"W3113394287","doi":"10.1093/geroni/igaa057.2273","title":"Self-Reported Health and Well-Being Across Heterogeneous Groups of Caregivers","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dementia; Medicine; Gerontology; Affect (linguistics); Quarter (Canadian coin); Quality of life (healthcare); Depressive symptoms; Health care; Family caregivers; Psychology; Psychiatry; Cognition; Internal medicine; Disease; Nursing","score_opus":0.025622616617952475,"score_gpt":0.3421420534139288,"score_spread":0.3165194367959763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3113394287","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99384314,0.00008227942,0.000684849,0.0036243736,0.000027797309,0.00026258858,9.056749e-7,0.00003719157,0.0014368492],"genre_scores_gemma":[0.997693,0.000042798423,0.0003346848,0.0018342171,0.000032139047,0.000006962737,0.00002695049,0.000008201608,0.000021066884],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99903286,0.000028302316,0.00036569216,0.00016751287,0.00021977969,0.0001858385],"domain_scores_gemma":[0.9995469,0.000020113961,0.00012687039,0.000063862375,0.0001779218,0.00006434221],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003274393,0.00006311688,0.00015167966,0.0001364453,0.000044790486,0.000014204385,0.000028765744,0.000022264105,0.00002799944],"category_scores_gemma":[0.000088939974,0.000064266314,0.000014087311,0.00087022816,0.000032422024,0.00006649614,0.000046321456,0.00012094041,0.000002380399],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000084478204,0.00006676467,0.9580253,0.00063391484,0.00008799876,0.00011087823,0.021105371,0.000005802804,0.0044090888,0.00034198604,0.000087279805,0.015041179],"study_design_scores_gemma":[0.018808179,0.003074984,0.79764825,0.0015795543,0.00009902259,0.00040408297,0.04749028,0.011073969,0.10493729,0.0007962342,0.013344743,0.0007434319],"about_ca_topic_score_codex":0.000046723362,"about_ca_topic_score_gemma":0.0000031903407,"teacher_disagreement_score":0.16037703,"about_ca_system_score_codex":0.000049677645,"about_ca_system_score_gemma":0.00008910991,"threshold_uncertainty_score":0.26207042},"labels":[],"label_agreement":null},{"id":"W3113416136","doi":"10.1093/geroni/igaa057.1910","title":"A Diary-Based Study of Language Use During Cognitive Decline","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Cognitive decline; Literacy; Cognition; Variety (cybernetics); Psychology; Dementia; Cognitive style; Cognitive psychology; Affect (linguistics); Linguistics; Developmental psychology; Computer science; Medicine; Artificial intelligence; Communication","score_opus":0.05881108137004218,"score_gpt":0.33228045337198736,"score_spread":0.2734693720019452,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3113416136","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.998895,0.00000472769,0.00018152595,0.0005118639,0.000051652343,0.00023951252,0.000009362189,0.00005606551,0.000050296887],"genre_scores_gemma":[0.9957049,3.1517854e-7,0.00006181993,0.004152172,0.000045219196,0.0000088020515,0.000005798952,0.000009553653,0.0000114041695],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99900454,0.00014248773,0.0003527509,0.00025658187,0.00012324324,0.00012040783],"domain_scores_gemma":[0.99932015,0.0003723325,0.00014918386,0.00008580147,0.00005716437,0.0000153976],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017298634,0.00007929838,0.00012570576,0.0002175914,0.000038453156,0.00001796813,0.00010630304,0.000025290548,0.000023149118],"category_scores_gemma":[0.0024453327,0.00007633287,0.000013413319,0.001289198,0.00003331534,0.0001287025,0.00006644122,0.0001573933,0.000004846767],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006492601,0.0001653281,0.10966191,0.000022418471,0.000001925779,0.0006260886,0.013307063,0.00009264762,0.8755678,0.00003198023,0.0000017508546,0.00045618028],"study_design_scores_gemma":[0.0022123319,0.00013876212,0.03971409,0.00005479384,0.000005759248,0.000008394371,0.004546887,0.00057391066,0.95258516,0.000019892292,0.000008196025,0.00013181785],"about_ca_topic_score_codex":0.00004365819,"about_ca_topic_score_gemma":0.000022750854,"teacher_disagreement_score":0.077017374,"about_ca_system_score_codex":0.000007846281,"about_ca_system_score_gemma":0.000024233697,"threshold_uncertainty_score":0.3112764},"labels":[],"label_agreement":null},{"id":"W3113422861","doi":"10.1093/geroni/igaa057.2494","title":"Promoting Aging in Place in Social Housing","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Public Health; Sunnybrook Hospital","funders":"","keywords":"Leasehold estate; Aging in place; Affordable housing; Landlord; Service provider; Business; Public housing; Arrears; General partnership; Globe; Service (business); Economic growth; Public relations; Gerontology; Marketing; Political science; Medicine; Economics; Finance","score_opus":0.04393121236071449,"score_gpt":0.32788343309470674,"score_spread":0.28395222073399223,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3113422861","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9797626,0.00005346909,0.00035546065,0.016541377,0.00011187552,0.00018169575,4.4532717e-7,0.00007080549,0.0029222753],"genre_scores_gemma":[0.9984032,0.000013402762,0.00026028775,0.00074881874,0.00050651404,0.000013839582,0.000003175582,0.000010024878,0.00004075376],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99862146,0.00014450136,0.000467115,0.00022200655,0.00024491758,0.0002999938],"domain_scores_gemma":[0.99964166,0.00007567663,0.0001539006,0.0000364196,0.00007548252,0.000016887705],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013646692,0.00008776204,0.00015152896,0.00040182497,0.00033117092,0.0000855484,0.00010824242,0.000052117102,0.000015353628],"category_scores_gemma":[0.000517037,0.00010680168,0.00001393332,0.0034365538,0.000055723067,0.00037179823,0.000042192638,0.00024500533,0.0000041407334],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000023919845,0.000013358522,0.29487342,0.000020765936,0.0000016144836,0.000008267548,0.6936412,0.00008900618,0.00019895541,0.007976297,0.00018042632,0.0029942729],"study_design_scores_gemma":[0.0026814619,0.000024578303,0.8553717,0.00070991565,0.0000074514846,6.2143664e-7,0.093965106,0.012523362,0.00075687957,0.01365094,0.019372335,0.0009356552],"about_ca_topic_score_codex":0.0073519684,"about_ca_topic_score_gemma":0.025491579,"teacher_disagreement_score":0.59967613,"about_ca_system_score_codex":0.00020141313,"about_ca_system_score_gemma":0.00012984575,"threshold_uncertainty_score":0.99925816},"labels":[],"label_agreement":null},{"id":"W3113446044","doi":"10.1093/geroni/igaa057.1175","title":"Neural Inhibition Task Elicits Age-Associated Changes in Prefrontal Cerebral Oxygenation","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Optical Imaging and Spectroscopy Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Cognition; Prefrontal cortex; Working memory; Psychology; Gait; Task (project management); Audiology; Analysis of variance; Neuroscience; Physical medicine and rehabilitation; Medicine; Internal medicine","score_opus":0.029640666902952365,"score_gpt":0.3082357077188721,"score_spread":0.27859504081591974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3113446044","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.976936,0.000019531053,0.0010035831,0.019952117,0.00006069053,0.00027597309,0.0000032078726,0.00023564903,0.0015132459],"genre_scores_gemma":[0.99391437,0.000005332316,0.0013149449,0.0043883864,0.000107267224,0.000029136321,0.00017937034,0.000016698006,0.000044492743],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9989939,0.00003645591,0.00035432904,0.00021793201,0.0001939353,0.00020345225],"domain_scores_gemma":[0.99968535,0.000019701207,0.00009412175,0.00006727367,0.00010192236,0.000031606363],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023797287,0.0001042328,0.00017638833,0.00039975726,0.000026936217,0.000033055592,0.000034244746,0.000073132505,0.000022332244],"category_scores_gemma":[0.0003696913,0.00010939861,0.000015984038,0.0015441374,0.000026779162,0.00017578957,0.000026414313,0.00032884834,0.000005130032],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010117721,0.00021369944,0.19181126,0.00011058818,0.000013154486,0.00014174846,0.0039122077,0.000037549915,0.79145074,0.0036925052,0.0010605144,0.0074548307],"study_design_scores_gemma":[0.0038577465,0.00048889057,0.7343524,0.0009078686,0.000019696192,0.000017529152,0.0005802541,0.060995165,0.19568816,0.002086642,0.0005730701,0.00043259046],"about_ca_topic_score_codex":0.00009074148,"about_ca_topic_score_gemma":0.00010151687,"teacher_disagreement_score":0.5957626,"about_ca_system_score_codex":0.00021585127,"about_ca_system_score_gemma":0.000024671373,"threshold_uncertainty_score":0.44611457},"labels":[],"label_agreement":null},{"id":"W3113492341","doi":"10.1093/geroni/igaa057.1466","title":"Predictors of Change in Osteoporosis Knowledge, Health Beliefs, and Self-Efficacy After an Education Intervention","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Optimism, Hope, and Well-being","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Osteoporosis; Medicine; Psychological intervention; Intervention (counseling); Physical therapy; Health belief model; Self-efficacy; Health education; Health care; Randomized controlled trial; Disease; Family medicine; Gerontology; Public health; Nursing; Psychology; Internal medicine","score_opus":0.03904700992884309,"score_gpt":0.3639386167841277,"score_spread":0.3248916068552846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3113492341","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9952792,0.00070445065,0.00014075666,0.0016003648,0.00050414406,0.00037040014,0.0000029239277,0.000047709273,0.0013500807],"genre_scores_gemma":[0.99822587,0.000038063237,0.0003633133,0.00092610926,0.00024613607,0.000096755466,0.000055017754,0.000016672953,0.000032059594],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99877936,0.00013732477,0.00059571274,0.00025701724,0.00007318988,0.00015738688],"domain_scores_gemma":[0.99951595,0.000026841552,0.00021059773,0.00012018151,0.00008707217,0.00003936831],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005070788,0.00009573438,0.00015906687,0.00048353468,0.000024058101,0.000017876493,0.00006789635,0.00006429343,0.00007073492],"category_scores_gemma":[0.000032362437,0.00011082454,0.00001570499,0.0012259972,0.000019344254,0.0002710884,0.000031722313,0.00015177236,0.0000073182496],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004761755,0.0013957389,0.53641033,0.000280918,0.000016228427,0.0000012925829,0.24566518,0.0000068514414,0.000087851906,0.002963088,0.00029206282,0.21283287],"study_design_scores_gemma":[0.0010453085,0.00021138556,0.99255604,0.00034306385,0.0000049704818,0.0000014941818,0.0035491535,0.00036916332,0.00010497001,0.0001237982,0.0015694639,0.000121221616],"about_ca_topic_score_codex":0.0004979496,"about_ca_topic_score_gemma":0.00013832754,"teacher_disagreement_score":0.4561457,"about_ca_system_score_codex":0.00006934608,"about_ca_system_score_gemma":0.00004895385,"threshold_uncertainty_score":0.45192936},"labels":[],"label_agreement":null},{"id":"W3113578057","doi":"10.1093/geroni/igaa057.3346","title":"A Scoping Review of Social Housing Models for Older Adults","year":2020,"lang":"en","type":"review","venue":"Innovation in Aging","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Public Health; University of Toronto; Sunnybrook Hospital","funders":"","keywords":"Housing First; Affordable housing; Supportive housing; Public housing; Business; Social support; Vulnerability (computing); Government (linguistics); Eviction; Social vulnerability; Mental health; Social Welfare; Gerontology; Psychology; Economic growth; Medicine; Political science; Psychological intervention; Nursing; Mental illness; Economics; Social psychology; Psychiatry","score_opus":0.09150899202209277,"score_gpt":0.41470429499994294,"score_spread":0.32319530297785015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3113578057","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000007313854,0.99127513,0.0047437456,0.0004951122,0.00022877066,0.0022749426,0.000011749729,0.00004800972,0.0009152102],"genre_scores_gemma":[0.00012881556,0.9979292,0.0006360506,0.0002692409,0.000616592,0.00029735226,0.000055780136,0.000026165411,0.000040764415],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.99774146,0.00017238269,0.0012405736,0.00029820437,0.00031375967,0.00023362161],"domain_scores_gemma":[0.99821764,0.00019634362,0.0010481287,0.00008638095,0.0004349763,0.00001650052],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001366175,0.00019144466,0.0011185012,0.00033766375,0.00034424243,0.000038626902,0.00018555905,0.00012255111,0.000017841458],"category_scores_gemma":[0.00053337065,0.00019265639,0.00016850648,0.0022641113,0.00007112039,0.00022021617,0.000042891945,0.0001700818,0.0000016652219],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000010570132,0.000012733721,0.000003591171,0.29580483,0.000027317963,7.4190325e-7,0.09011019,7.3822235e-7,1.4807053e-8,0.02082952,0.0010862272,0.59212303],"study_design_scores_gemma":[0.00015387785,0.0000036772112,0.000003001745,0.689188,0.00009379101,1.7378828e-7,0.00042453126,0.000029946592,1.8257484e-7,0.0007414405,0.3091398,0.00022159892],"about_ca_topic_score_codex":0.000565958,"about_ca_topic_score_gemma":0.0007200856,"teacher_disagreement_score":0.5919014,"about_ca_system_score_codex":0.00014660951,"about_ca_system_score_gemma":0.0008008376,"threshold_uncertainty_score":0.7856299},"labels":[],"label_agreement":null},{"id":"W3113611185","doi":"10.1093/geroni/igaa057.3247","title":"Interventions to Reduce Stigma of Dementia: First Insights From a Rural Community-Based Participatory Study","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Saskatchewan; University of Alberta; University of Regina","funders":"","keywords":"Dementia; Stigma (botany); Psychological intervention; Thematic analysis; Citizen journalism; Focus group; Psychology; Rural area; Participatory action research; Gerontology; Qualitative research; Medicine; Psychiatry; Sociology; Political science; Disease","score_opus":0.22285628149998624,"score_gpt":0.45078486609040075,"score_spread":0.2279285845904145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3113611185","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9961254,0.00007642002,0.0007081493,0.0018066933,0.00026836531,0.0006066502,0.000013745724,0.000036799167,0.00035775048],"genre_scores_gemma":[0.99806625,2.0934935e-7,0.00016520111,0.0013928092,0.00004017,0.00021947775,0.000094453135,0.000010282644,0.00001112496],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99864596,0.00028914542,0.000675343,0.00013283936,0.00012070978,0.00013600769],"domain_scores_gemma":[0.9993627,0.00013108399,0.00018633188,0.00020871255,0.00006896876,0.000042199335],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002387972,0.00009179924,0.00016088036,0.00025015528,0.00017697163,0.000016660179,0.00017533675,0.000029684661,0.00030653778],"category_scores_gemma":[0.00004260217,0.00009467349,0.000025851858,0.0011777441,0.000022358385,0.00009129425,0.00006640239,0.00019941006,0.00004586449],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023284159,0.0027963289,0.9052836,0.00031599,0.000110103174,0.000015278272,0.08237695,0.00016384484,0.0009757305,0.0019319531,0.00096167246,0.0048357295],"study_design_scores_gemma":[0.004342318,0.0005456377,0.95528424,0.00056657597,0.000053587,1.1964582e-7,0.03586957,0.00012102016,0.0024626164,0.00035114537,0.00023691516,0.00016627787],"about_ca_topic_score_codex":0.0021841812,"about_ca_topic_score_gemma":0.00073481316,"teacher_disagreement_score":0.05000064,"about_ca_system_score_codex":0.000048728445,"about_ca_system_score_gemma":0.000013324481,"threshold_uncertainty_score":0.38606727},"labels":[],"label_agreement":null},{"id":"W3113625884","doi":"10.1093/geroni/igaa057.1334","title":"Everyday Goal Pursuit in Older Couples: Lessons Learned From Electronic Daily Life Assessments","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Psychological Well-being and Life Satisfaction","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Goal pursuit; Psychology; Everyday life; Goal setting; Meaning (existential); Baseline (sea); Successful aging; Developmental psychology; Social psychology; Applied psychology; Gerontology; Psychotherapist; Medicine; Political science","score_opus":0.09090388887597553,"score_gpt":0.39810706309806954,"score_spread":0.307203174222094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3113625884","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96418995,0.00016787015,0.00679672,0.016048415,0.0006668592,0.00023220645,0.00001023946,0.00014456721,0.011743151],"genre_scores_gemma":[0.9920642,0.000027787088,0.00014577481,0.0070476383,0.00024089406,0.000063276166,0.00011274318,0.00002517196,0.00027253054],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978437,0.00020634168,0.0006519441,0.00057874236,0.00026124236,0.00045803338],"domain_scores_gemma":[0.9992736,0.0001746714,0.00021555084,0.00022482479,0.000054698252,0.000056629986],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006225448,0.00017467355,0.0002459226,0.00031148302,0.00005718217,0.000067365334,0.00023098632,0.00018645187,0.0013041106],"category_scores_gemma":[0.00023209839,0.0001871115,0.000030499872,0.0019128982,0.000034725606,0.00018456961,0.000041973588,0.00079966773,0.00030195294],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034375134,0.00044148086,0.81898046,0.000022972074,0.00013877725,0.00006191788,0.009075174,0.00079101545,0.019133309,0.05267601,0.011851942,0.08648321],"study_design_scores_gemma":[0.0026805205,0.00009567378,0.97173357,0.00007329675,0.000009520165,0.0000015151675,0.0018030189,0.0014603686,0.00011210873,0.007355629,0.014375876,0.0002988925],"about_ca_topic_score_codex":0.00064601545,"about_ca_topic_score_gemma":0.000058307796,"teacher_disagreement_score":0.15275314,"about_ca_system_score_codex":0.0001497604,"about_ca_system_score_gemma":0.00007675577,"threshold_uncertainty_score":0.9996088},"labels":[],"label_agreement":null},{"id":"W3113639586","doi":"10.1093/geroni/igaa057.1592","title":"Canadian Consensus Conference on Psychological and Non-Pharmacological Interventions for Dementia","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo; University of British Columbia; McGill University; Alzheimer Society of Canada; University of Victoria","funders":"","keywords":"Dementia; Psychological intervention; Psychosocial; Delphi method; Medicine; Psychology; Delphi; Cognition; Nursing; Gerontology; Psychiatry; Disease","score_opus":0.40192714986826333,"score_gpt":0.5447376990789835,"score_spread":0.14281054921072017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3113639586","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7893435,0.000021283922,0.0074582654,0.17728244,0.00017618781,0.0010039127,0.00001918385,0.00009329032,0.024601957],"genre_scores_gemma":[0.99531233,0.000009620189,0.0020725813,0.0023957728,0.000057143123,0.00009576739,0.0000055536616,0.0000036214735,0.00004763451],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99912053,0.0000851312,0.00024406768,0.00019021794,0.00013225421,0.00022782265],"domain_scores_gemma":[0.9995027,0.00014639278,0.000049558792,0.00003998253,0.0001734059,0.00008796871],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00101257,0.000049605726,0.000077527715,0.0002244145,0.00019508392,0.000072687224,0.00014270016,0.00006803824,0.00021589323],"category_scores_gemma":[0.0007955648,0.000051044994,0.000018037928,0.0007690725,0.00013539118,0.000039845745,0.000025160589,0.0001846916,0.000008185455],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008606745,0.00015343272,0.058725245,0.000089304645,0.00004345451,0.0000631129,0.0066407947,0.000026367428,0.0073789265,0.8316043,0.04817654,0.047012456],"study_design_scores_gemma":[0.010634487,0.003131502,0.38120288,0.0019459369,0.00012500305,0.0000142985145,0.047627598,0.029652178,0.0073563047,0.29834458,0.21715567,0.0028095602],"about_ca_topic_score_codex":0.0059025027,"about_ca_topic_score_gemma":0.015237842,"teacher_disagreement_score":0.53325975,"about_ca_system_score_codex":0.00009489249,"about_ca_system_score_gemma":0.00010642685,"threshold_uncertainty_score":0.89228576},"labels":[],"label_agreement":null},{"id":"W3113719001","doi":"10.1093/geroni/igaa057.2145","title":"When Helping Hurts: Nonabusing Family, Friends, and Neighbors in the Lives of Elder Mistreatment Victims","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Elder abuse; Helpline; Psychology; Distress; Psychiatry; Medicine; Clinical psychology; Suicide prevention; Medical emergency; Poison control","score_opus":0.04008710638027327,"score_gpt":0.305829395643854,"score_spread":0.2657422892635807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3113719001","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98332983,0.00044813458,0.000437792,0.0036081693,0.00004573153,0.00014801061,7.0787473e-7,0.00001675925,0.011964878],"genre_scores_gemma":[0.9979578,0.00016751481,0.00043732108,0.0013566714,0.00005789176,0.000008191718,0.0000022306856,0.0000043395967,0.00000798773],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9992323,0.00008603327,0.0002556951,0.00013337433,0.00015777026,0.00013485138],"domain_scores_gemma":[0.9996913,0.000102002195,0.00008770887,0.00005728712,0.000049023318,0.000012655102],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003576339,0.000060365383,0.00009140117,0.00012866712,0.000109041874,0.00003773641,0.00009648637,0.0000296878,0.000019170562],"category_scores_gemma":[0.00008151925,0.000051813626,0.000010483517,0.0011481909,0.000066549626,0.00018153508,0.000021401309,0.00009558842,8.351485e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010678719,0.000044962468,0.15028451,0.000030466095,0.000013620584,0.000013029072,0.81896806,0.000029101338,0.0043626893,0.00643657,0.00008173315,0.019724589],"study_design_scores_gemma":[0.0026985304,0.00022162973,0.15676957,0.0023421347,0.00005146495,0.000004476584,0.7873866,0.001250924,0.012305958,0.02425534,0.011894836,0.000818523],"about_ca_topic_score_codex":0.0020445967,"about_ca_topic_score_gemma":0.00053216115,"teacher_disagreement_score":0.031581447,"about_ca_system_score_codex":0.000032737793,"about_ca_system_score_gemma":0.000053243493,"threshold_uncertainty_score":0.30908322},"labels":[],"label_agreement":null},{"id":"W3113720112","doi":"10.1093/geroni/igaa057.3157","title":"Reversing cognitive-decline in older adults in an open-label clinical trial: novel mechanisms and the role of GlyNAC","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Alzheimer's disease research and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cognitive decline; Oxidative stress; Cognition; Medicine; Insulin resistance; Verbal fluency test; Internal medicine; Psychology; Endocrinology; Dementia; Neuropsychology; Insulin; Disease; Psychiatry","score_opus":0.11683405309005271,"score_gpt":0.428110919263866,"score_spread":0.31127686617381334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3113720112","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9944549,0.00033064093,0.00030827356,0.0032489318,0.000028628956,0.0014067263,0.000008857564,0.000008901923,0.00020413027],"genre_scores_gemma":[0.9975956,0.000031447766,0.0009475158,0.0012711918,0.000039206767,0.000046158944,0.00005594367,0.000011640015,0.0000013011709],"study_design_codex":"observational","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9985694,0.00014000903,0.00068052474,0.00024894156,0.00020963307,0.00015145041],"domain_scores_gemma":[0.99928343,0.00024987638,0.00014745546,0.00009928005,0.00015949056,0.00006047533],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001258328,0.00008399425,0.00030044306,0.00020084027,0.000027790365,0.000023967184,0.00009139741,0.000052826985,0.000013423909],"category_scores_gemma":[0.0007071083,0.0000649905,0.00001190567,0.0010911672,0.00008007196,0.0002056496,0.00013420547,0.0002490178,0.0000018147114],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.19934809,0.008879802,0.6640309,0.0001965877,0.000669859,0.00017695657,0.005968882,0.00000467833,0.001577376,0.011910476,0.000019008912,0.107217394],"study_design_scores_gemma":[0.68786865,0.0013889481,0.27341306,0.0018680284,0.000098058146,0.000004885858,0.0055986703,0.024301732,0.0013812406,0.0038668087,0.000019870076,0.00019003465],"about_ca_topic_score_codex":0.0002999761,"about_ca_topic_score_gemma":0.000085141495,"teacher_disagreement_score":0.4885206,"about_ca_system_score_codex":0.000028461207,"about_ca_system_score_gemma":0.00011357744,"threshold_uncertainty_score":0.26502356},"labels":[],"label_agreement":null},{"id":"W3113813100","doi":"10.1093/geroni/igaa057.1586","title":"Painting by Lesions: Functional Networks Affected by White Matter Lesions Are Associated with Poorer Cognition","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Hyperintensity; Neurocognitive; Cognition; Montreal Cognitive Assessment; Dementia; Stroop effect; Psychology; Digit symbol substitution test; White matter; Audiology; Neuroscience; Human Connectome Project; Population; Medicine; Disease; Pathology; Cognitive impairment; Functional connectivity; Magnetic resonance imaging","score_opus":0.04120965609747982,"score_gpt":0.24637169343850435,"score_spread":0.20516203734102453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3113813100","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.906824,0.000036311078,0.039354365,0.051622864,0.00027099115,0.00041648597,0.000074879,0.00031753763,0.001082549],"genre_scores_gemma":[0.9622175,0.0000028237503,0.000053089996,0.037152804,0.0001028998,0.00007830316,0.00017831974,0.00003222837,0.0001820428],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99815315,0.00022587107,0.00038465302,0.00054562895,0.000390991,0.00029970845],"domain_scores_gemma":[0.99751514,0.0017723332,0.0003304603,0.000096470096,0.00024809214,0.00003752062],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037515926,0.00019456976,0.0001905842,0.00020043367,0.00039856954,0.000093719544,0.00009026242,0.000084710606,0.00017601611],"category_scores_gemma":[0.0062848176,0.00019026264,0.000025531297,0.0030084697,0.000088927765,0.00038419967,0.000075465985,0.0004361559,0.000039242113],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011285383,0.00028290742,0.4468368,0.000037218968,0.000050844912,0.000020010493,0.00055111677,0.0063395104,0.17202523,0.0005493039,0.37207162,0.0011225999],"study_design_scores_gemma":[0.00277474,0.00014983355,0.9435896,0.0007010505,0.00003856178,0.000013209124,0.001247278,0.03156049,0.01583706,0.00046855424,0.0027225686,0.0008970065],"about_ca_topic_score_codex":0.0000095813375,"about_ca_topic_score_gemma":0.000012151827,"teacher_disagreement_score":0.49675286,"about_ca_system_score_codex":0.00011232032,"about_ca_system_score_gemma":0.000027985081,"threshold_uncertainty_score":0.77586854},"labels":[],"label_agreement":null},{"id":"W3113819202","doi":"10.1093/geroni/igaa057.963","title":"Predicting Hospital Outcomes Using the Reported Edmonton Frail Scale-Thai Version","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Orthopedic surgery; Logistic regression; Poisson regression; American society of anesthesiologists; Prospective cohort study; Receiver operating characteristic; Geriatrics; Physical therapy; Emergency medicine; Surgery; Internal medicine; Population; Psychiatry","score_opus":0.032055176922882095,"score_gpt":0.29931139870826506,"score_spread":0.267256221785383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3113819202","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9693174,0.000041054667,0.0006771976,0.025982043,0.00023449192,0.0002751891,9.804713e-7,0.00010159603,0.0033700843],"genre_scores_gemma":[0.99532145,0.0000036994918,0.0005752311,0.003672662,0.00021723326,0.000005856537,0.000019736332,0.00001732704,0.00016682739],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99856114,0.0000465335,0.00058376434,0.00023120322,0.00038515838,0.00019218728],"domain_scores_gemma":[0.9992408,0.00019870595,0.00019685329,0.00018463784,0.00013254586,0.000046468533],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054832146,0.00012562952,0.00035794932,0.00014294052,0.00010537922,0.000035719066,0.00006591027,0.000071753966,0.000039547846],"category_scores_gemma":[0.0008437916,0.00008938378,0.00011484968,0.0012376038,0.000043131666,0.0001456207,0.000044028748,0.00028205267,0.0000075682333],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029211562,0.000021208207,0.9943672,0.000024720786,0.0000329855,0.0001064053,0.0020164629,0.00008280982,0.0017256327,0.00033525497,0.00008888083,0.0011692473],"study_design_scores_gemma":[0.0014243365,0.000052528187,0.97783387,0.00014225119,0.000066980014,0.000051377472,0.0023820878,0.006831284,0.00088986085,0.000025064572,0.010136567,0.00016379412],"about_ca_topic_score_codex":0.000099732824,"about_ca_topic_score_gemma":0.0000023899704,"teacher_disagreement_score":0.026004063,"about_ca_system_score_codex":0.0000899252,"about_ca_system_score_gemma":0.00006013749,"threshold_uncertainty_score":0.36449647},"labels":[],"label_agreement":null},{"id":"W3113844091","doi":"10.1093/geroni/igaa057.1094","title":"Gender, Race, and Immigrant Status: Intersecting Implications for Health in Middle and Later Life","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Intersectionality; Stressor; Socioeconomic status; Immigration; Mental health; Health equity; Race (biology); Race and health; Psychology; Inequality; Structural equation modeling; Gerontology; Developmental psychology; Social psychology; Sociology; Gender studies; Medicine; Clinical psychology; Public health; Demography; Geography; Population; Psychiatry","score_opus":0.11263227171463144,"score_gpt":0.3955617234944347,"score_spread":0.2829294517798032,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3113844091","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.803167,0.00033145124,0.0015587431,0.19426343,0.00007212699,0.00031643733,0.000009286624,0.000022446526,0.0002591118],"genre_scores_gemma":[0.9767525,0.00020165979,0.00087686244,0.022054791,0.000063088715,0.000027595495,0.000006980269,0.0000048947863,0.00001158126],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991975,0.000045733945,0.0003279885,0.00013342276,0.000043580127,0.00025181726],"domain_scores_gemma":[0.9996217,0.00014868751,0.000084250976,0.0000313414,0.00004267739,0.000071361304],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007064172,0.000043242886,0.0001098256,0.00012141792,0.00020134085,0.000052294377,0.000032409007,0.000027035587,0.000004499878],"category_scores_gemma":[0.00050369167,0.00004629467,0.0000060234206,0.0005542793,0.000031327203,0.0001511699,0.000019995323,0.00008564341,3.014322e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000067940787,0.00000638249,0.8464599,0.0001715127,0.0000019755323,1.0258178e-7,0.104287304,0.000006038699,0.000014698147,0.040083427,0.0003758821,0.008585946],"study_design_scores_gemma":[0.0005714421,0.0000135375585,0.91997886,0.000087182096,8.756876e-7,2.0225569e-7,0.04833337,0.00043092607,0.0000047658864,0.00308185,0.027403906,0.000093077775],"about_ca_topic_score_codex":0.0031563116,"about_ca_topic_score_gemma":0.004231899,"teacher_disagreement_score":0.17358558,"about_ca_system_score_codex":0.00006869599,"about_ca_system_score_gemma":0.00016648209,"threshold_uncertainty_score":0.47714198},"labels":[],"label_agreement":null},{"id":"W3113871507","doi":"10.1093/geroni/igaa057.2489","title":"Uncovering Promising Practices for Supporting Older People Experiencing Homelessness","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; University of Calgary; Simon Fraser University","funders":"","keywords":"Aging in place; Service provider; Housing First; Gerontology; Service (business); Nursing; Business; Psychology; Medicine; Marketing; Psychiatry; Mental health","score_opus":0.0930492183091975,"score_gpt":0.4546427738288851,"score_spread":0.36159355551968764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3113871507","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98008066,0.000044200628,0.015673034,0.0016916654,0.00045131016,0.00083379674,0.0000034897096,0.00014427913,0.0010775602],"genre_scores_gemma":[0.99710387,0.0000050581884,0.0012142935,0.0005701868,0.00061863236,0.0003793923,0.000028281485,0.000039153507,0.000041144747],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9978825,0.00012549835,0.0009834592,0.00031836922,0.0002030086,0.00048717286],"domain_scores_gemma":[0.99779177,0.0004986417,0.0011948165,0.00010837588,0.0003596042,0.000046811172],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012650004,0.0001367548,0.00039097777,0.0001811047,0.0006380037,0.0000564602,0.00013697466,0.00011762588,0.00009599196],"category_scores_gemma":[0.0022626475,0.00014439327,0.00002789355,0.0015956642,0.000014034907,0.00066217995,0.00008852847,0.00038707876,0.000010574556],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000244637,0.000018195562,0.3235677,0.00084355753,0.000007948303,0.000003163278,0.65632993,0.00015287328,0.0046170824,0.0036836998,0.000016337228,0.0107350405],"study_design_scores_gemma":[0.0012591454,0.000022683089,0.029036552,0.0005453827,0.000007963447,1.0326039e-7,0.9596543,0.0031215576,0.0023817283,0.0007812599,0.0028848625,0.0003044929],"about_ca_topic_score_codex":0.0007059416,"about_ca_topic_score_gemma":0.0011631453,"teacher_disagreement_score":0.3033243,"about_ca_system_score_codex":0.00014970313,"about_ca_system_score_gemma":0.00023026718,"threshold_uncertainty_score":0.58881867},"labels":[],"label_agreement":null},{"id":"W3113924407","doi":"10.1093/geroni/igaa057.3248","title":"Lifestyle Interventions for Persons with Dementia: Singing your Way Toward Wellness","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Music Therapy and Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Dementia; Psychological intervention; Cognition; Psychology; Affect (linguistics); Intervention (counseling); Biopsychosocial model; Singing; Cognitive decline; Gerontology; Quality of life (healthcare); Clinical psychology; Developmental psychology; Medicine; Psychiatry; Disease","score_opus":0.12422387937112367,"score_gpt":0.3929944590861809,"score_spread":0.26877057971505725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3113924407","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.55892915,0.00024919852,0.40659449,0.029212477,0.0006572663,0.0005040009,0.000015405534,0.0001276841,0.0037103451],"genre_scores_gemma":[0.9937704,0.0000015818091,0.0019298439,0.003676059,0.00025585442,0.00010030701,0.000033400658,0.000021025,0.00021151776],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990403,0.00004318635,0.00037997589,0.00022760658,0.00007892904,0.0002300123],"domain_scores_gemma":[0.99959874,0.00004968612,0.00015420593,0.00010157869,0.00006503148,0.000030759995],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041275873,0.00009002737,0.00013473976,0.00022600841,0.00012414575,0.0000333796,0.000096694974,0.00004532494,0.0005104786],"category_scores_gemma":[0.000033504864,0.00008908694,0.000037714817,0.0008789609,0.000021637947,0.00010239781,0.000016017835,0.00017215486,0.0000180089],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005064323,0.00048560128,0.12791082,0.0013869092,0.00046707774,0.000032875894,0.19185703,0.0004687125,0.0020755646,0.51884574,0.017804263,0.13815899],"study_design_scores_gemma":[0.029575726,0.0027077885,0.29144454,0.00538657,0.00039823347,0.000090213965,0.16862732,0.010741387,0.0037629514,0.01072179,0.4733607,0.0031828063],"about_ca_topic_score_codex":0.000060638828,"about_ca_topic_score_gemma":0.000029698294,"teacher_disagreement_score":0.50812393,"about_ca_system_score_codex":0.000033876287,"about_ca_system_score_gemma":0.00003224398,"threshold_uncertainty_score":0.55893826},"labels":[],"label_agreement":null},{"id":"W3113982003","doi":"10.1093/geroni/igaa057.2140","title":"Loneliness and Social Engagement: The Unique Roles of State and Trait Loneliness for Daily Prosocial Behaviors","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University; University of British Columbia","funders":"","keywords":"Loneliness; Prosocial behavior; Psychology; Trait; Social isolation; Developmental psychology; Clinical psychology; Social psychology; Psychiatry","score_opus":0.07114477614211605,"score_gpt":0.37395755826548127,"score_spread":0.3028127821233652,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3113982003","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94687015,0.000040200524,0.0016002321,0.050804343,0.00008500065,0.00043674433,0.000030843286,0.000014797495,0.000117665935],"genre_scores_gemma":[0.9967949,0.000024659199,0.0002067624,0.0026862975,0.00019076266,0.000043423584,0.000008913647,0.000006424057,0.000037895818],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99912506,0.00010493479,0.00034968034,0.00011413605,0.0001375786,0.00016859952],"domain_scores_gemma":[0.99950475,0.0001468858,0.00013883728,0.000025114376,0.00016496697,0.000019468074],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012657992,0.000057931742,0.00012630416,0.000055250286,0.00042960662,0.00005319342,0.000074777796,0.00004223423,0.000005934626],"category_scores_gemma":[0.00023611185,0.000050533647,0.000011999133,0.00046139295,0.00015102395,0.00013569434,0.000029383536,0.00010825651,9.946426e-8],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007612388,0.000047221358,0.22066821,0.00076322147,0.000015227901,0.0000014492466,0.4470789,0.000024137877,0.00045123202,0.24620673,0.0010970444,0.08357048],"study_design_scores_gemma":[0.0029830036,0.00006290696,0.7438871,0.00018091848,0.00003868502,3.867072e-7,0.18572348,0.00084781944,0.0009320228,0.01681949,0.04803315,0.00049102306],"about_ca_topic_score_codex":0.0007094943,"about_ca_topic_score_gemma":0.0013446735,"teacher_disagreement_score":0.52321887,"about_ca_system_score_codex":0.000022673565,"about_ca_system_score_gemma":0.00013045601,"threshold_uncertainty_score":0.330423},"labels":[],"label_agreement":null},{"id":"W3114054599","doi":"10.1093/geroni/igaa057.3448","title":"Dementia Care under COVID-19 and Infectious Disease Pandemic Restrictions","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Francis Xavier University; Dalhousie University","funders":"","keywords":"Dementia; CINAHL; Pandemic; Social distance; Medicine; Health equity; Public health; Telehealth; Health care; Population; Gerontology; Psychology; Nursing; Disease; Telemedicine; Coronavirus disease 2019 (COVID-19); Environmental health; Political science; Infectious disease (medical specialty); Psychological intervention","score_opus":0.07987943216228964,"score_gpt":0.4150015298369358,"score_spread":0.3351220976746461,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3114054599","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9561706,0.0009742638,0.011703621,0.027320115,0.0007425526,0.00047506348,0.000014908688,0.0002906418,0.0023082034],"genre_scores_gemma":[0.99191034,0.00005325787,0.00006866132,0.00761135,0.00020373848,0.00004677469,0.00005020928,0.0000109365,0.000044756234],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990545,0.00011164325,0.00035961004,0.00019303225,0.00010091627,0.00018030987],"domain_scores_gemma":[0.9993716,0.00014416905,0.00011817718,0.00009147379,0.00015778348,0.0001168117],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016549425,0.00007481926,0.00009722521,0.00027832482,0.00041721744,0.000013739432,0.000041241325,0.000060694536,0.0000761553],"category_scores_gemma":[0.000503836,0.000079373516,0.00001220103,0.0014965261,0.000022883596,0.00009771128,0.00004685208,0.00029541252,0.000013974914],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019143872,0.000007706745,0.9678286,0.00020416746,0.000009004087,0.0000038692033,0.01328781,0.00021767608,0.00010664637,0.011425191,0.0058226883,0.001067545],"study_design_scores_gemma":[0.002338187,0.00003797697,0.855672,0.00012635006,0.00006349096,0.0000016948871,0.061328903,0.00023174417,0.0000049798205,0.011372834,0.068552606,0.00026922545],"about_ca_topic_score_codex":0.0008215055,"about_ca_topic_score_gemma":0.00022089951,"teacher_disagreement_score":0.11215655,"about_ca_system_score_codex":0.00027055995,"about_ca_system_score_gemma":0.00042736446,"threshold_uncertainty_score":0.32367578},"labels":[],"label_agreement":null},{"id":"W3114121794","doi":"10.1093/geroni/igaa057.1789","title":"Steering an Age-Friendly University (AFU) Initiative: Insights from Directors of Aging Centers","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"University of New England","keywords":"General partnership; Mandate; Higher education; Institution; Program director; Executive director; Timeline; Political science; Medical education; Public relations; Gerontology; Sociology; Management; Medicine; Geography","score_opus":0.07638180141185627,"score_gpt":0.34719416964681726,"score_spread":0.270812368234961,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3114121794","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9844184,0.00006138521,0.0043039797,0.0009163291,0.00023840209,0.000087415,0.000010552425,0.00008459942,0.009878945],"genre_scores_gemma":[0.9989418,0.0000013781322,0.0004752196,0.00036096422,0.00005963212,0.0000016867558,0.00005604817,0.000013276086,0.0000899943],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987819,0.00023105275,0.00030476056,0.0003222302,0.0001459669,0.00021404566],"domain_scores_gemma":[0.99940294,0.00012568085,0.00014500148,0.00017387458,0.00010563547,0.000046843812],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017187635,0.00010619551,0.00019081846,0.00041057257,0.00007214067,0.000014463522,0.00021907325,0.00007232227,0.00013246364],"category_scores_gemma":[0.000067544956,0.00012334755,0.000020805584,0.001379173,0.00009661128,0.0002564146,0.00007668642,0.0003234921,0.000015533471],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002230254,0.00021298695,0.7534956,0.00006064571,0.00020284443,0.0005963529,0.17583534,0.00020917042,0.011862942,0.030532002,0.0009766978,0.025792401],"study_design_scores_gemma":[0.0028652912,0.00017634509,0.92511225,0.00021193232,0.000018748031,0.0000030130282,0.056665756,0.0014316889,0.004948585,0.0004670599,0.007630156,0.00046917854],"about_ca_topic_score_codex":0.001006381,"about_ca_topic_score_gemma":0.00011678934,"teacher_disagreement_score":0.17161666,"about_ca_system_score_codex":0.00006922595,"about_ca_system_score_gemma":0.00003252952,"threshold_uncertainty_score":0.50299674},"labels":[],"label_agreement":null},{"id":"W3114139711","doi":"10.1093/geroni/igaa057.1653","title":"There at Any Distance? Geographic Proximity and the Presence of Adult Children in Older People’s’ Confidant Networks","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Psychology; Social network (sociolinguistics); Developmental psychology; Geographical distance; Social psychology; Demography; Sociology; Social media; Political science","score_opus":0.013214262099156254,"score_gpt":0.2798312512641301,"score_spread":0.26661698916497384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3114139711","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9634129,0.00031722226,0.0006260082,0.034376245,0.0000643041,0.0004558911,0.0000026729856,0.000013925503,0.0007308226],"genre_scores_gemma":[0.9965543,0.00028207342,0.000025513811,0.0030271197,0.00005910601,0.000023938057,0.0000031433158,0.0000036831668,0.000021111155],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989991,0.00014913094,0.0003413607,0.0001328731,0.00016963186,0.0002078627],"domain_scores_gemma":[0.9994619,0.00021568088,0.00013796813,0.000070287344,0.00008765599,0.000026535961],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00075577816,0.000056318982,0.000144387,0.000055632896,0.00016117962,0.000031477943,0.00012011579,0.000043355052,0.000023463617],"category_scores_gemma":[0.00039319566,0.00004251574,0.000013854519,0.0012598253,0.00021991946,0.00013369841,0.0000471367,0.00015378637,2.559985e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016271348,0.000006152853,0.8494843,0.00003475678,0.000002094554,3.1968327e-7,0.016878312,0.00006003708,7.015527e-7,0.13290045,0.000047107966,0.00056949974],"study_design_scores_gemma":[0.0005992321,0.0000028517668,0.99287266,0.00010205676,0.000001335626,1.5022606e-7,0.0032642123,0.0020007624,0.000003614893,0.00093645544,0.00016473886,0.00005194089],"about_ca_topic_score_codex":0.011130427,"about_ca_topic_score_gemma":0.023956625,"teacher_disagreement_score":0.14338835,"about_ca_system_score_codex":0.000026415559,"about_ca_system_score_gemma":0.000048482554,"threshold_uncertainty_score":0.99545455},"labels":[],"label_agreement":null},{"id":"W3114228716","doi":"10.1093/geroni/igaa057.2803","title":"Brain Games for Dementia: Do They Help?","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Cognitive Abilities and Testing","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Meta-analysis; Cognition; Randomized controlled trial; Strictly standardized mean difference; Medicine; Dementia; Sample size determination; Cognitive training; Effects of sleep deprivation on cognitive performance; Clinical psychology; Psychology; Physical therapy; Internal medicine; Psychiatry; Statistics; Mathematics","score_opus":0.06543608140720658,"score_gpt":0.3491402250544455,"score_spread":0.2837041436472389,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3114228716","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92739034,0.00016964244,0.01927446,0.025526306,0.00035867325,0.00039081753,0.00001278147,0.00010253057,0.026774436],"genre_scores_gemma":[0.9923622,3.227761e-7,0.00080259127,0.006373909,0.00022069686,0.00008309721,0.000017994022,0.000012355568,0.00012682784],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999277,0.000030656982,0.00028671362,0.00019034126,0.000057029814,0.0001582627],"domain_scores_gemma":[0.9993457,0.00036240116,0.00008402475,0.00007024811,0.0001253499,0.000012266562],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003582365,0.00006278164,0.00008057187,0.000105476385,0.000044678192,0.000029727948,0.00006203049,0.000028300481,0.0002990662],"category_scores_gemma":[0.000746969,0.000066985114,0.000017757138,0.0004754217,0.000015074222,0.00006460197,0.000027561855,0.000090468566,0.000022924498],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047450067,0.000057957972,0.3763461,0.00008342115,0.000070258044,0.00000765068,0.024259891,0.000028074266,0.0030656832,0.34270152,0.012839964,0.24049202],"study_design_scores_gemma":[0.008971883,0.0005228112,0.45494482,0.0004276756,0.00005779364,0.000016587554,0.0648411,0.0026150648,0.003202285,0.20978284,0.25339267,0.0012244739],"about_ca_topic_score_codex":0.000041508112,"about_ca_topic_score_gemma":0.000009690542,"teacher_disagreement_score":0.24055271,"about_ca_system_score_codex":0.00001430319,"about_ca_system_score_gemma":0.000012568983,"threshold_uncertainty_score":0.3274565},"labels":[],"label_agreement":null},{"id":"W3114252293","doi":"10.1093/geroni/igaa057.1446","title":"Turning Seniors’ Voices into Action on Elder Abuse: Findings From a Project Empowering Older Adults to Assist Peers","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Elder abuse; Neglect; Context (archaeology); Stigma (botany); Medicine; Health care; Psychology; Nursing; Suicide prevention; Poison control; Psychiatry; Medical emergency","score_opus":0.03421595242098772,"score_gpt":0.3559853457429939,"score_spread":0.32176939332200616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3114252293","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9922053,0.000022536271,0.0011948647,0.003943655,0.00035273554,0.000339036,0.0000014621195,0.00017211384,0.0017682837],"genre_scores_gemma":[0.9961356,0.000018827726,0.00085751904,0.0025013464,0.00034697546,0.000040772633,0.000014487862,0.000019660145,0.00006483737],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99847937,0.00009275718,0.0003638016,0.00039072544,0.00039089264,0.00028246376],"domain_scores_gemma":[0.99945843,0.00013444864,0.00012478487,0.00009874303,0.00013039673,0.000053183856],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038653624,0.00013819912,0.00014870563,0.0004405237,0.0003304917,0.00015593952,0.0001817483,0.00009694767,0.00008275455],"category_scores_gemma":[0.0004285807,0.00015065259,0.00002911744,0.0029508313,0.000030707244,0.00047544605,0.000030929332,0.00031171224,0.000043984768],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010278952,0.000039991362,0.08486806,0.0000361157,0.00002292175,0.0000122340625,0.87488073,0.00009334636,0.0134091405,0.00040040925,0.0013418591,0.024792375],"study_design_scores_gemma":[0.0047622593,0.0005134003,0.34335455,0.009634236,0.000062283645,0.0000020342177,0.42825437,0.0017830371,0.116401166,0.0012852693,0.09128394,0.0026634545],"about_ca_topic_score_codex":0.0062374156,"about_ca_topic_score_gemma":0.0031463,"teacher_disagreement_score":0.4466264,"about_ca_system_score_codex":0.00018259569,"about_ca_system_score_gemma":0.00009349926,"threshold_uncertainty_score":0.9429148},"labels":[],"label_agreement":null},{"id":"W3114295651","doi":"10.1093/geroni/igaa057.846","title":"Dual Decline in Gait and Cognition Is Associated With Future Dementia: Evidence for a Phenotype","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Parkwood Institute; University of Alberta; Western University","funders":"","keywords":"Dementia; Cognitive decline; Medicine; Dyslipidemia; Cognition; Gait; Incidence (geometry); Proportional hazards model; Cohort; Internal medicine; Gerontology; Physical therapy; Disease; Psychiatry","score_opus":0.06340472754509881,"score_gpt":0.3597202772822949,"score_spread":0.2963155497371961,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3114295651","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.971304,0.00015424378,0.0034172349,0.0242187,0.000022345008,0.0005976351,0.000005963395,0.000021296695,0.00025858093],"genre_scores_gemma":[0.9921052,0.000028878385,0.0005189869,0.007029784,0.0001125655,0.00007302759,0.00009546635,0.000009733353,0.000026365335],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99909586,0.000027424421,0.0002617787,0.00019737007,0.0002352829,0.00018231546],"domain_scores_gemma":[0.9993972,0.000098316465,0.000076528064,0.000037876074,0.00036024844,0.000029833549],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005273384,0.00007504116,0.00012896436,0.0002134935,0.000037887447,0.000029274715,0.000023627106,0.000039592764,0.000083943254],"category_scores_gemma":[0.0005369426,0.0000678927,0.000009229292,0.0012669911,0.000025010126,0.00017150685,0.000032976015,0.00015299664,0.0000023895436],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007863272,0.00014471995,0.96282125,0.00022104323,0.000098998265,0.00005053086,0.0018721562,0.0000019788408,0.01104535,0.0003764843,0.00069799577,0.021883152],"study_design_scores_gemma":[0.0069539286,0.00060106884,0.9820513,0.0010211994,0.000079746875,0.000004904826,0.0012961909,0.002688181,0.0041526193,0.0005084034,0.000508402,0.00013402003],"about_ca_topic_score_codex":0.000009796623,"about_ca_topic_score_gemma":0.00003299418,"teacher_disagreement_score":0.021749133,"about_ca_system_score_codex":0.000036353013,"about_ca_system_score_gemma":0.00007344579,"threshold_uncertainty_score":0.2768584},"labels":[],"label_agreement":null},{"id":"W3114333325","doi":"10.1093/geroni/igaa057.2944","title":"GSA COVID-19 Task Force: Supporting Those in Practice","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health, psychology, and well-being","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Task (project management); Variety (cybernetics); Coronavirus disease 2019 (COVID-19); Task force; Process (computing); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Process management; Psychology; Medicine; Computer science; Political science; Business; Management; Virology; Artificial intelligence; Public administration; Economics","score_opus":0.12873940729042094,"score_gpt":0.5308581952226192,"score_spread":0.4021187879321983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3114333325","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.61175674,0.00009558085,0.02275305,0.2912809,0.0013545627,0.001556057,0.000007211237,0.00030652448,0.070889376],"genre_scores_gemma":[0.8196715,0.000037799386,0.0016130675,0.17795923,0.0003931532,0.00009040371,0.000036340654,0.000024449924,0.0001740175],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99625856,0.0008819401,0.0015899229,0.00040852232,0.00021190713,0.0006491721],"domain_scores_gemma":[0.9971701,0.0015934777,0.00068769266,0.00020690652,0.00019399807,0.00014785002],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0056831795,0.0001348827,0.00024405026,0.00046830036,0.00038978504,0.000015049728,0.00016144768,0.00023374433,0.000187274],"category_scores_gemma":[0.012454114,0.00014733817,0.000017204913,0.0027703943,0.000031291354,0.000442802,0.000078518686,0.0015789958,0.00017537676],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020459727,0.00011787178,0.64178395,0.001403633,0.000016263752,0.00027509706,0.20056958,0.00041454684,0.0030465994,0.09927362,0.017309094,0.03558515],"study_design_scores_gemma":[0.0062776157,0.00012913941,0.08128763,0.0008916009,0.000016688808,0.00001956763,0.10105982,0.005029588,0.00010933964,0.016838184,0.7876376,0.0007032192],"about_ca_topic_score_codex":0.00071949925,"about_ca_topic_score_gemma":0.00012601486,"teacher_disagreement_score":0.7703285,"about_ca_system_score_codex":0.00037343803,"about_ca_system_score_gemma":0.000932685,"threshold_uncertainty_score":0.9958644},"labels":[],"label_agreement":null},{"id":"W3114386464","doi":"10.1093/geroni/igaa057.1724","title":"Age-Friendly Universities: Confronting Ageism and Fostering Age Inclusivity","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Higher education; Diversity (politics); Demographics; Sociology; Baby boomers; Political science; Framing (construction); Public relations; Psychology; Engineering","score_opus":0.07518025882451514,"score_gpt":0.3692962456204699,"score_spread":0.2941159867959548,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3114386464","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93496484,0.00013421626,0.009143858,0.003155901,0.00017652556,0.0001029059,0.000002283305,0.000091385824,0.052228093],"genre_scores_gemma":[0.99716896,0.0000014249636,0.00059289095,0.0012354065,0.00008715378,0.0000058580113,0.000011819874,0.000011748922,0.0008847508],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.998986,0.0001070239,0.0002481081,0.0002828043,0.00010532607,0.0002707131],"domain_scores_gemma":[0.9996054,0.00010467369,0.00008325046,0.00011827869,0.000051932435,0.000036472924],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045485003,0.00009470573,0.00015416925,0.0002470805,0.00013787064,0.00004486151,0.00012669295,0.000075680844,0.0001116447],"category_scores_gemma":[0.00006963734,0.000110847075,0.000011814072,0.00065745,0.00011262259,0.00015177621,0.00030976065,0.00034375893,0.000021441752],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027571083,0.00012085965,0.15285674,0.00032604337,0.00022106018,0.005418049,0.4245978,0.000081704544,0.012063406,0.1962547,0.013056679,0.19472726],"study_design_scores_gemma":[0.013322694,0.0006744586,0.4520572,0.0007267994,0.000070647286,0.00023379465,0.37977523,0.0065967953,0.0018462763,0.009384615,0.13285956,0.0024519372],"about_ca_topic_score_codex":0.00028105077,"about_ca_topic_score_gemma":0.00003804354,"teacher_disagreement_score":0.29920048,"about_ca_system_score_codex":0.000058926405,"about_ca_system_score_gemma":0.000028311675,"threshold_uncertainty_score":0.45202124},"labels":[],"label_agreement":null},{"id":"W3114399655","doi":"10.1093/geroni/igaa057.3180","title":"Predicting Engagement While Playing Computer Games in Older Adults With and Without Dementia","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; University of Alberta","funders":"","keywords":"Demographics; Dementia; Psychology; Computer game; Cognitive impairment; Cognition; Developmental psychology; Gerontology; Medicine; Computer science; Multimedia; Demography; Psychiatry; Internal medicine","score_opus":0.023134204974211234,"score_gpt":0.2763652452965763,"score_spread":0.25323104032236504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3114399655","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9900466,0.000039588496,0.0043210546,0.004332816,0.00006360099,0.0003607738,7.528497e-7,0.00017021805,0.000664547],"genre_scores_gemma":[0.9929413,0.0000063450075,0.0061246166,0.00079889124,0.00007865732,0.000031410826,0.0000039571955,0.000010054047,0.0000047728677],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989009,0.00008051392,0.00030495916,0.000276237,0.00020117359,0.0002362508],"domain_scores_gemma":[0.9996667,0.00004589251,0.000121984136,0.000068530244,0.000072293056,0.000024636252],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00063212117,0.00008806312,0.0001149084,0.00027364123,0.00016851583,0.000060097478,0.000114775816,0.000059509777,0.00001592137],"category_scores_gemma":[0.00011152889,0.00009088373,0.0000049755295,0.0013739665,0.000088588116,0.0003016811,0.00007949408,0.00027204002,0.0000018031673],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009848066,0.000014434576,0.9152538,0.000024885807,0.000008263855,0.000004195222,0.071560904,0.00006658432,0.00006162526,0.0016647931,0.000036450947,0.011294184],"study_design_scores_gemma":[0.0023398187,0.000040359082,0.9595308,0.0007375871,0.0000072098255,0.0000010021424,0.02472428,0.011200002,0.00024961564,0.00010432551,0.00084577635,0.00021927246],"about_ca_topic_score_codex":0.00044286888,"about_ca_topic_score_gemma":0.0010462522,"teacher_disagreement_score":0.046836622,"about_ca_system_score_codex":0.000052070784,"about_ca_system_score_gemma":0.000046611873,"threshold_uncertainty_score":0.3706131},"labels":[],"label_agreement":null},{"id":"W3114478277","doi":"10.1093/geroni/igaa057.2138","title":"A Tale of Two Emotions: The Diverging Salience and Health Consequences of Calmness and Excitement in Old Age","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Calmness; Psychology; Perceived control; Salience (neuroscience); Developmental psychology; Clinical psychology; Cognitive psychology; Psychiatry","score_opus":0.1399608725911119,"score_gpt":0.440122135756381,"score_spread":0.3001612631652691,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3114478277","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98637867,0.00039026383,0.0010800585,0.011465902,0.00003810711,0.00013523966,0.0000022298175,0.0000057918273,0.0005037564],"genre_scores_gemma":[0.99908787,0.000011695783,0.00016139854,0.0006800359,0.0000086063055,0.000012586859,0.0000019422048,0.0000023169252,0.00003355404],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992125,0.00012265335,0.00032548138,0.00013763427,0.00008345356,0.000118283366],"domain_scores_gemma":[0.9996481,0.00010259027,0.00012543243,0.00007180822,0.0000392345,0.000012828896],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008594779,0.000042298125,0.00012215087,0.00015765507,0.00004135068,0.000007110538,0.000069490525,0.00001740601,0.000014903725],"category_scores_gemma":[0.000061543986,0.00003497744,0.0000041758426,0.0007304913,0.00029191517,0.00004717652,0.00004777998,0.00012451744,3.937043e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011143141,0.000025424937,0.8649378,0.000086541775,0.000007498537,0.000009910403,0.04320768,0.000034705856,0.0011449091,0.082174115,0.00004845086,0.008311856],"study_design_scores_gemma":[0.0010873858,0.00007890973,0.9737325,0.00024294063,0.0000018574293,0.000011713495,0.020652406,0.0006947379,0.00038104574,0.0029847804,0.000056373683,0.000075384734],"about_ca_topic_score_codex":0.002302287,"about_ca_topic_score_gemma":0.0001825838,"teacher_disagreement_score":0.1087947,"about_ca_system_score_codex":0.000014439904,"about_ca_system_score_gemma":0.000029067638,"threshold_uncertainty_score":0.34803846},"labels":[],"label_agreement":null},{"id":"W3114561579","doi":"10.1093/geroni/igaa057.2225","title":"The Challenge of Confronting Ageism: Impressions of Targets and Bystanders Who Intervene","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Bystander effect; Psychology; Vignette; Social psychology; Impression formation; Competence (human resources); Action (physics); Social perception; Perception","score_opus":0.0786365460462091,"score_gpt":0.38598232347976225,"score_spread":0.3073457774335532,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3114561579","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9507625,0.0026992315,0.0066730487,0.021946026,0.00018303051,0.00016860876,0.0000044844446,0.000022593209,0.017540492],"genre_scores_gemma":[0.99955654,0.000014892902,0.00008162556,0.0001259194,0.00002354019,0.00000902559,0.0000022177314,0.000006042295,0.00018019922],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991427,0.00010250872,0.00038952552,0.00013561759,0.00008546392,0.00014417928],"domain_scores_gemma":[0.999398,0.00019230168,0.00017533179,0.00011538581,0.00010362025,0.000015388914],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006271219,0.000052705152,0.00013945313,0.00010176954,0.0000579546,0.0000065783684,0.00011078637,0.00004695089,0.000045904202],"category_scores_gemma":[0.00022655982,0.00004146189,0.000013772136,0.0003386545,0.00013680465,0.000039370723,0.0000646644,0.00020340264,9.634259e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030442633,0.0001428064,0.34055743,0.00038891844,0.00026742104,0.00003074377,0.16966859,0.00003015189,0.006771687,0.2833519,0.009071443,0.18941447],"study_design_scores_gemma":[0.012493034,0.0012636789,0.6645522,0.0022905148,0.0000655812,0.00002803924,0.22946872,0.016003624,0.014591036,0.02835369,0.029770492,0.0011194126],"about_ca_topic_score_codex":0.00012885929,"about_ca_topic_score_gemma":0.000033868102,"teacher_disagreement_score":0.32399476,"about_ca_system_score_codex":0.0000074227537,"about_ca_system_score_gemma":0.000013659678,"threshold_uncertainty_score":0.16907668},"labels":[],"label_agreement":null},{"id":"W3114720212","doi":"10.1093/geroni/igaa057.3451","title":"Digital Technologies To Enhance Social Connectedness in Long-Term Care Facilities During COVID-19: A Review","year":2020,"lang":"en","type":"review","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Social connectedness; Loneliness; CINAHL; Social isolation; Context (archaeology); Isolation (microbiology); Pandemic; Internet privacy; Long-term care; Psychology; Business; Coronavirus disease 2019 (COVID-19); Computer science; Medicine; Nursing; Psychological intervention; Social psychology; Geography","score_opus":0.07816038851353953,"score_gpt":0.46420860075949333,"score_spread":0.3860482122459538,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3114720212","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007965919,0.9898966,0.00012619825,0.0048208875,0.00066101196,0.0025744445,0.00018598221,0.00044018432,0.0004980989],"genre_scores_gemma":[0.0024581472,0.99466723,0.000022974738,0.00036455836,0.0002087658,0.0011965942,0.00060532126,0.00004699225,0.00042941098],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965729,0.00024022756,0.0018245375,0.0005866252,0.00025899973,0.00051669107],"domain_scores_gemma":[0.998404,0.0003329851,0.0006649335,0.0002829945,0.00026657118,0.000048478698],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00039719662,0.0003784477,0.001632099,0.0013398326,0.00036363126,0.00004635721,0.00037643447,0.00042547958,0.00006263797],"category_scores_gemma":[0.0028977164,0.00037111173,0.00011411809,0.0059503056,0.000056735953,0.00018938229,0.00030469315,0.0012616699,0.00008909356],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006181977,0.000009029679,0.0008601835,0.25120494,0.000012064734,0.000048652408,0.011814434,1.7902899e-7,4.449909e-7,0.00016035249,0.0010850528,0.7347985],"study_design_scores_gemma":[0.00021873126,0.0000133636195,0.00023738659,0.12098421,0.000036827496,0.00000532553,0.016367119,6.6192904e-8,0.0000012814914,0.000075386924,0.86161304,0.00044728865],"about_ca_topic_score_codex":0.00007193349,"about_ca_topic_score_gemma":0.0001557746,"teacher_disagreement_score":0.86052793,"about_ca_system_score_codex":0.0019408882,"about_ca_system_score_gemma":0.0013320107,"threshold_uncertainty_score":0.99987406},"labels":[],"label_agreement":null},{"id":"W3114763999","doi":"10.1093/geroni/igaa057.075","title":"They Do Their Best, but Their Best Isn’t Good Enough: How Social Housing Can Support Older Tenants Aging in Place","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Public Health; Sunnybrook Hospital","funders":"","keywords":"Facilitator; Landlord; Aging in place; Business; Service provider; Affordable housing; Eviction; Supportive housing; Service (business); Unit (ring theory); Work (physics); Social Welfare; Nursing; Gerontology; Medicine; Marketing; Psychology; Engineering; Political science","score_opus":0.07119131089317673,"score_gpt":0.3607748844463414,"score_spread":0.28958357355316466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3114763999","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9379259,0.00009244248,0.00028975404,0.057032518,0.0009745243,0.0006034517,0.000051778563,0.00013635795,0.0028932882],"genre_scores_gemma":[0.9956256,0.000028608772,0.0001607749,0.0023965545,0.0010631875,0.000058556376,0.00009179941,0.00006647405,0.0005084435],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99728435,0.00030942267,0.0008420524,0.00047618587,0.00028854277,0.00079943053],"domain_scores_gemma":[0.99875265,0.0002640195,0.00044498502,0.00021147143,0.00026083027,0.0000660528],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010363245,0.00029066758,0.0004444823,0.00057209004,0.0006308266,0.0000799838,0.00024908403,0.0002402655,0.00009875878],"category_scores_gemma":[0.00019296649,0.00025648478,0.000053348293,0.0020770892,0.000046860427,0.00029860187,0.00014981888,0.0010594205,0.000031150983],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000095264986,0.0002298876,0.40742782,0.0005843617,0.000050812978,0.00006985091,0.50813895,0.00010728813,0.007093946,0.0017673504,0.010748069,0.06368639],"study_design_scores_gemma":[0.007981569,0.0002248285,0.13456208,0.0030592512,0.000060213,0.00001461933,0.79867774,0.0010373995,0.0036042368,0.0017551418,0.047222763,0.0018001434],"about_ca_topic_score_codex":0.0012790278,"about_ca_topic_score_gemma":0.001101382,"teacher_disagreement_score":0.29053882,"about_ca_system_score_codex":0.0004588644,"about_ca_system_score_gemma":0.0005689882,"threshold_uncertainty_score":0.99998873},"labels":[],"label_agreement":null},{"id":"W3114796617","doi":"10.1093/geroni/igaa057.2593","title":"International Comparison of Older Drivers and Non-Drivers for Activity Access and Quality of Life","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Quality of life (healthcare); Gerontology; Psychology; Quality (philosophy); Cohort; Environmental health; Medicine","score_opus":0.2081007031072736,"score_gpt":0.5080377126417875,"score_spread":0.29993700953451397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3114796617","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9830799,0.0000055977475,0.010842318,0.0050157886,0.00018977204,0.0003611943,0.000021547074,0.000013990978,0.00046988056],"genre_scores_gemma":[0.99879694,0.00001111619,0.00071799196,0.00038256045,0.000046352987,0.00002155317,0.0000063897082,0.0000059850754,0.000011136814],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998989,0.00006669646,0.0005475459,0.00015726492,0.00013507353,0.000104448794],"domain_scores_gemma":[0.99859154,0.00049491914,0.0005062751,0.00005913356,0.0003269316,0.00002117147],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039838464,0.000066786626,0.00025435365,0.00015834825,0.000097573306,0.0000058718156,0.00009133724,0.000047457106,0.000011983852],"category_scores_gemma":[0.0008476383,0.00006908626,0.000011501759,0.000360336,0.00007251601,0.00024081458,0.00017995288,0.00016676854,2.6912838e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023635583,0.000024014378,0.97634226,0.0006074426,0.000028159035,3.3439544e-8,0.016385982,0.00002380663,0.0038757264,0.00072679954,0.00045694254,0.0015051935],"study_design_scores_gemma":[0.0013557681,0.000015599411,0.99074614,0.00018864578,0.000004314059,9.721452e-9,0.004014126,0.0024509062,0.0008819856,0.00008705431,0.00019556492,0.0000598601],"about_ca_topic_score_codex":0.00017159298,"about_ca_topic_score_gemma":0.00014190428,"teacher_disagreement_score":0.015717002,"about_ca_system_score_codex":0.000034310247,"about_ca_system_score_gemma":0.00005063082,"threshold_uncertainty_score":0.28172556},"labels":[],"label_agreement":null},{"id":"W3114804379","doi":"10.1093/geroni/igaa057.3279","title":"Muscle Mitochondrial DNA Copy Number, Deletion Mutation Frequency, and Physical Performance in Older Adults","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Mitochondrial Function and Pathology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Mitochondrial DNA; Biology; Genetics; Mutation frequency; Mitochondrion; Mutation; Gene","score_opus":0.01022675581826874,"score_gpt":0.2519324017316111,"score_spread":0.24170564591334234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3114804379","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99479973,0.000016845479,0.003681683,0.000531438,0.00030125226,0.00018270739,0.0000028156385,0.000012920302,0.00047062777],"genre_scores_gemma":[0.99742967,0.000015742642,0.0010034104,0.00078438857,0.00053755136,0.000030386582,0.00017039097,0.000010068707,0.000018379393],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992223,0.000047355665,0.00025605445,0.00027465876,0.00007596948,0.00012368856],"domain_scores_gemma":[0.99973965,0.000009522914,0.00007774692,0.00007702093,0.000074162715,0.000021920478],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007967711,0.00008954858,0.00009511931,0.00007375268,0.000031278414,0.0000145932045,0.000046374396,0.00008945805,0.000022280285],"category_scores_gemma":[0.00011237941,0.00009950763,0.000013485949,0.00043838538,0.000028223725,0.000015737,0.000025322726,0.00012018681,0.0000127950825],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019526422,0.00006236607,0.094030626,0.00005924588,0.0000043566274,0.0000076624165,0.0023540827,0.00015423479,0.89139605,0.000685546,0.000341064,0.010709507],"study_design_scores_gemma":[0.014336954,0.00078233803,0.46583858,0.00032054682,0.00001672445,0.000071576345,0.0016688319,0.016680729,0.48911798,0.0008056493,0.009246628,0.0011134818],"about_ca_topic_score_codex":0.000020634454,"about_ca_topic_score_gemma":0.000025035772,"teacher_disagreement_score":0.40227807,"about_ca_system_score_codex":0.0000139875665,"about_ca_system_score_gemma":0.000026567797,"threshold_uncertainty_score":0.40578035},"labels":[],"label_agreement":null},{"id":"W3114807381","doi":"10.1093/geroni/igaa057.3530","title":"Virtual Funerals During COVID-19 and Beyond","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"SAFER; Internet privacy; Coronavirus disease 2019 (COVID-19); Service (business); Distancing; Pandemic; Social distance; Metaverse; Public relations; Computer security; Business; Psychology; Computer science; Virtual reality; Medicine; Political science; Marketing; Human–computer interaction","score_opus":0.05878084321169214,"score_gpt":0.3736563388582968,"score_spread":0.31487549564660466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3114807381","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98177433,0.000055972072,0.00077350374,0.009931009,0.00029375943,0.00017041534,0.000006658517,0.000058931728,0.0069353925],"genre_scores_gemma":[0.9762461,0.000006572469,0.00009980396,0.022958595,0.00013667111,0.000021482423,0.000024623692,0.000010499902,0.0004956623],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990912,0.000046816283,0.00034051976,0.00023339108,0.000092937604,0.0001951008],"domain_scores_gemma":[0.99967426,0.000037338807,0.000097384494,0.00008482386,0.000021073993,0.00008511134],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026183642,0.00007882432,0.00010170395,0.00017598098,0.00009907414,0.000019357807,0.000052993233,0.000041585867,0.00029115053],"category_scores_gemma":[0.000056248875,0.000086609725,0.000007609212,0.00066277647,0.000028941782,0.00009501769,0.000038984028,0.0001419517,0.000041093088],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018285913,0.00013150767,0.4626887,0.0004743161,0.000037238176,0.00008984544,0.08050924,0.000059420578,0.034135226,0.4021696,0.008179244,0.0113428105],"study_design_scores_gemma":[0.018005738,0.00068111584,0.8093729,0.00020556114,0.000023975475,0.00010148898,0.06475624,0.00042093132,0.009112558,0.012055542,0.08398046,0.0012835034],"about_ca_topic_score_codex":0.00014589536,"about_ca_topic_score_gemma":0.00001830692,"teacher_disagreement_score":0.39011404,"about_ca_system_score_codex":0.00007467589,"about_ca_system_score_gemma":0.000033552413,"threshold_uncertainty_score":0.35318422},"labels":[],"label_agreement":null},{"id":"W3114817971","doi":"10.1093/geroni/igaa057.1519","title":"Assistive Relaxation Therapy for Older Adults With Insomnia and Mild Cognitive Impairment: A Pilot Study","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Sleep and related disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pittsburgh Sleep Quality Index; Epworth Sleepiness Scale; Insomnia; Physical therapy; Anxiety; Relaxation (psychology); Medicine; Psychology; Sleep quality; Polysomnography; Internal medicine; Psychiatry","score_opus":0.029523495128330867,"score_gpt":0.31130422369018246,"score_spread":0.2817807285618516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3114817971","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.993327,0.00015846916,0.0027726637,0.0010924127,0.00010131561,0.0017556982,0.0000058892615,0.000053293676,0.00073324656],"genre_scores_gemma":[0.9979176,0.000007981604,0.00009972633,0.0014861077,0.00004047534,0.00036444206,0.000040594834,0.000019643581,0.000023432343],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991505,0.000057364625,0.0002644302,0.0002986841,0.00009210875,0.00013691817],"domain_scores_gemma":[0.9994926,0.000102405545,0.00015917489,0.000056429755,0.00016996337,0.00001945981],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017123434,0.000109003624,0.00011101429,0.00020386632,0.00007374566,0.000021420992,0.000037594178,0.000040135703,0.00004282561],"category_scores_gemma":[0.00004342218,0.0000915654,0.0000071983127,0.0009836247,0.000032570922,0.00009748448,0.0000097086895,0.00015511956,0.000006488378],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008190424,0.0024723762,0.7293672,0.000031483385,0.00056763773,0.000013296851,0.20499502,0.000018187242,0.00006954161,0.0014607223,0.0006001099,0.05221397],"study_design_scores_gemma":[0.027031844,0.003231113,0.90547884,0.00014122919,0.000029499122,0.0000015905515,0.06350178,0.00022470579,0.000046789122,0.00008625563,0.00005522343,0.00017111276],"about_ca_topic_score_codex":0.000099399906,"about_ca_topic_score_gemma":0.000017527103,"teacher_disagreement_score":0.17611164,"about_ca_system_score_codex":0.000018154391,"about_ca_system_score_gemma":0.000016248758,"threshold_uncertainty_score":0.37339288},"labels":[],"label_agreement":null},{"id":"W3114832152","doi":"10.1093/geroni/igaa057.266","title":"Supporting the Transition From Hospital to Home for Older Adults: Case Study Results","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Nova scotia; Nursing; Medicine; Transitional care; Health care; Family caregivers; Nursing homes; Family medicine; Health professionals","score_opus":0.04218143616559231,"score_gpt":0.4024019857220215,"score_spread":0.3602205495564292,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3114832152","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95431083,0.000011087267,0.00645663,0.036132906,0.00081207504,0.0020804736,0.00005816612,0.000075873315,0.000061970655],"genre_scores_gemma":[0.99582297,3.5861547e-7,0.00044015248,0.0026544495,0.000654572,0.00026336516,0.00012240467,0.00001719971,0.00002455101],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99838394,0.000116382565,0.00082729576,0.00027437723,0.00013721893,0.00026081558],"domain_scores_gemma":[0.9989368,0.0003825392,0.00022865695,0.00014419966,0.00027344562,0.000034377],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007942152,0.00009281073,0.00014878296,0.00014014349,0.00037314574,0.000019730734,0.00008279303,0.00005598742,0.000030270932],"category_scores_gemma":[0.00044343868,0.00007656969,0.000022774733,0.0012432049,0.000007674855,0.00011310243,0.000026459398,0.0002667731,0.000019167439],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003046295,0.00010379379,0.013208377,0.000073910116,0.000015045766,0.000110583234,0.9462909,0.000058397072,0.00012670686,0.0000427835,0.014439141,0.025225693],"study_design_scores_gemma":[0.0052572745,0.0002869512,0.05299571,0.00029018574,0.000024046582,0.0000034450122,0.93798864,0.00074356166,0.000077372664,0.00018416322,0.0019371493,0.00021149567],"about_ca_topic_score_codex":0.0020945186,"about_ca_topic_score_gemma":0.00028746141,"teacher_disagreement_score":0.041512128,"about_ca_system_score_codex":0.0000730518,"about_ca_system_score_gemma":0.00006528571,"threshold_uncertainty_score":0.31662998},"labels":[],"label_agreement":null},{"id":"W3114885549","doi":"10.1093/geroni/igaa057.2109","title":"The Longitudinal Associations of Self-Perceptions of Aging and the Age Composition of Social Networks","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Social network (sociolinguistics); Respondent; Psychology; Perception; German; Gerontology; Ageing; Demography; Developmental psychology; Medicine; Social media; Geography; Sociology","score_opus":0.04548035299307255,"score_gpt":0.3560839581379069,"score_spread":0.3106036051448343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3114885549","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9463303,0.00009388669,0.0022635544,0.04881589,0.00012808212,0.00022493117,0.000008380593,0.000017905337,0.002117044],"genre_scores_gemma":[0.99903196,0.00006565897,0.00013345426,0.00063391397,0.00011280393,0.0000056605804,0.000006002757,0.000002617415,0.000007915535],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9990291,0.00018566147,0.0004323855,0.00005705563,0.00017797861,0.000117796946],"domain_scores_gemma":[0.99899286,0.0004949832,0.0002927516,0.000036556838,0.00017282792,0.000010007708],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013083554,0.000035648274,0.0001297941,0.000045942576,0.0005082389,0.000023859695,0.00008614854,0.00003541546,0.000007799282],"category_scores_gemma":[0.00019103415,0.000027015853,0.000024915744,0.0008687735,0.00025705103,0.000085558495,0.000025795485,0.00011131588,1.320284e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000061841747,0.0000139605245,0.41893777,0.000043071606,0.000015455493,1.3545346e-7,0.05236705,0.00019386623,0.000036976115,0.5271698,0.00025050173,0.00096519454],"study_design_scores_gemma":[0.00039240276,0.000004947174,0.9821394,0.000037526726,0.000011592281,6.114163e-8,0.014042217,0.0015018964,0.000016986665,0.0013624546,0.000452249,0.00003827012],"about_ca_topic_score_codex":0.0012911301,"about_ca_topic_score_gemma":0.0006036178,"teacher_disagreement_score":0.5632016,"about_ca_system_score_codex":0.00004149552,"about_ca_system_score_gemma":0.00006264124,"threshold_uncertainty_score":0.39090145},"labels":[],"label_agreement":null},{"id":"W3114910133","doi":"10.1093/geroni/igaa057.3514","title":"Virtual connection between older people with dementia and families during COVID-19 pandemic","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Dementia; Focus group; Visitor pattern; Qualitative research; Psychology; Nursing; Anxiety; Pandemic; Best practice; Medical education; Coronavirus disease 2019 (COVID-19); Medicine; Psychiatry; Computer science","score_opus":0.04786290323685508,"score_gpt":0.34696899417705557,"score_spread":0.29910609094020046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3114910133","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.972507,0.000036535454,0.017387908,0.009519232,0.000034151886,0.00035292603,0.0000033311758,0.00010160423,0.000057340196],"genre_scores_gemma":[0.99391013,0.000025176567,0.00034880932,0.005343009,0.00019459844,0.000026182268,0.00012951624,0.000012719127,0.000009859443],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990212,0.00002530993,0.0004090714,0.00020534657,0.00017844046,0.00016063466],"domain_scores_gemma":[0.9995751,0.000067471155,0.00013485266,0.000060378632,0.000072381896,0.000089851856],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002515386,0.00009063084,0.0001714679,0.00030501877,0.0001066199,0.000013761116,0.000022021688,0.00003410297,0.000060564107],"category_scores_gemma":[0.00018565389,0.00008318607,0.0000063476723,0.0010982364,0.000025419618,0.00014565565,0.000019552883,0.0001605702,0.000002205509],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000058912927,0.0000073759743,0.985083,0.00022900602,0.00002568365,0.000005405403,0.006340189,0.000016907808,0.0020811786,0.00023888503,0.00012862531,0.0057848305],"study_design_scores_gemma":[0.004210067,0.00020634514,0.9864515,0.00006659108,0.00004100575,0.000028710985,0.0068157944,0.00014580443,0.00067877833,0.000035427576,0.001230291,0.000089658744],"about_ca_topic_score_codex":0.0002517177,"about_ca_topic_score_gemma":0.0001296413,"teacher_disagreement_score":0.02140316,"about_ca_system_score_codex":0.00008448837,"about_ca_system_score_gemma":0.00010016431,"threshold_uncertainty_score":0.33922294},"labels":[],"label_agreement":null},{"id":"W3114919350","doi":"10.1093/geroni/igaa057.1169","title":"Early- to Late-Life Environmental Factors and Late-Life Global Cognition: The SONIC study","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Psychological and Temporal Perspectives Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cognition; Psychology; Structural equation modeling; Developmental psychology","score_opus":0.10260386812947245,"score_gpt":0.37977725058964495,"score_spread":0.27717338246017253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3114919350","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9850258,0.000057504276,0.00011216417,0.008418136,0.00013848594,0.0005136925,0.00002293588,0.000047636615,0.0056636343],"genre_scores_gemma":[0.9961395,0.000002220386,0.000012621738,0.0035978917,0.00009598406,0.00004201519,0.00001398739,0.00000868782,0.0000870817],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986569,0.00015525476,0.00031900278,0.0003846711,0.00023530156,0.00024884014],"domain_scores_gemma":[0.9995931,0.00007365927,0.00006420433,0.00013530381,0.000024578447,0.00010915949],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002840714,0.00012828362,0.00014434043,0.00008269754,0.000118686374,0.00006595796,0.00016947623,0.000056365523,0.0008239427],"category_scores_gemma":[0.00013838922,0.00009127206,0.0000189896,0.0011576742,0.00008645599,0.00009517039,0.00012295831,0.0003014606,0.00020401327],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010877392,0.00022158693,0.98482656,0.0000026394962,0.000051536943,0.000022666158,0.01082882,0.00001009397,0.00037075824,0.0015798951,0.00046699747,0.0015096738],"study_design_scores_gemma":[0.000861253,0.00023882618,0.9866686,0.0000048657043,0.000004003965,8.434742e-7,0.0106177125,0.000024595805,0.000010928964,0.00074441964,0.0007129028,0.00011107676],"about_ca_topic_score_codex":0.00011404826,"about_ca_topic_score_gemma":0.000007243539,"teacher_disagreement_score":0.0111136995,"about_ca_system_score_codex":0.000050320774,"about_ca_system_score_gemma":0.000013666855,"threshold_uncertainty_score":0.9021595},"labels":[],"label_agreement":null},{"id":"W3115002029","doi":"10.1093/geroni/igaa057.1500","title":"Retirement Financial Insecurity for Men and Women in Canada: The Impact of Life Course Work and Income Instability","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University","funders":"","keywords":"Receipt; Health and Retirement Study; Life course approach; Unemployment; Context (archaeology); Financial security; Demographic economics; Finance; Economics; Psychology; Gerontology; Economic growth; Medicine","score_opus":0.11630531197400897,"score_gpt":0.3831809285467733,"score_spread":0.2668756165727644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3115002029","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99260634,0.00004373121,0.000011458865,0.0064001204,0.000042802127,0.00053876615,0.0000097827215,0.0000052391397,0.00034175863],"genre_scores_gemma":[0.9995999,0.000013528026,0.000015890875,0.00026414808,0.000040571387,0.000058973546,0.0000021370179,0.0000030640929,0.0000018273809],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988841,0.00011621948,0.00040629652,0.00016004384,0.0002051075,0.00022822613],"domain_scores_gemma":[0.99950063,0.00013292453,0.00012457996,0.00007836079,0.00010459313,0.000058902508],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019373739,0.00006848477,0.0001578137,0.00003810515,0.00011206212,0.000023659159,0.000090435475,0.000028413831,0.000014967138],"category_scores_gemma":[0.0013490077,0.00005604329,0.000010181613,0.0009979308,0.00015538848,0.00010084051,0.000049530438,0.00009327679,3.9099195e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048656806,0.000025823463,0.95693403,0.00004252063,0.0000047490344,1.3845161e-7,0.03881337,0.000027076852,0.000012713086,0.0022666906,0.00014848978,0.0016757628],"study_design_scores_gemma":[0.00041058313,0.000032665685,0.9869737,0.000021416634,0.0000014964603,7.983866e-9,0.00898371,0.00011567348,0.000010555679,0.0032199724,0.000168457,0.00006174434],"about_ca_topic_score_codex":0.5586929,"about_ca_topic_score_gemma":0.5048639,"teacher_disagreement_score":0.05382894,"about_ca_system_score_codex":0.0008787097,"about_ca_system_score_gemma":0.0016448206,"threshold_uncertainty_score":0.504171},"labels":[],"label_agreement":null},{"id":"W3115091255","doi":"10.1093/geroni/igaa057.1645","title":"The Effect of Long-Term Changes in Daily Stress Processes on Prospective Health: An Application of Three-Level SEM","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Affect (linguistics); Longitudinal study; Activities of daily living; Term (time); Demography; Longitudinal data; Gerontology; Prospective cohort study; Psychology; Experience sampling method; Stress (linguistics); Medicine; Statistics; Mathematics; Physical therapy; Social psychology; Internal medicine","score_opus":0.06213209195906461,"score_gpt":0.38391394756268243,"score_spread":0.32178185560361783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3115091255","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9800064,0.000117406475,0.0005344968,0.018303517,0.000053649695,0.0007387908,0.000009308959,0.000017295557,0.00021914147],"genre_scores_gemma":[0.99915683,0.000033354412,0.000028825634,0.0005939576,0.00007518848,0.00009268209,0.000009029574,0.0000050502726,0.000005098072],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99901253,0.00011344289,0.00033648327,0.00013453113,0.00022825912,0.00017472918],"domain_scores_gemma":[0.99917394,0.00031924646,0.00026804773,0.000077928824,0.00013585461,0.00002498719],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010004618,0.00005786978,0.0001528088,0.00009935085,0.00014660116,0.00001970471,0.00014263786,0.000035240326,0.0000022937393],"category_scores_gemma":[0.00050478854,0.000045533943,0.0000067359265,0.0016571785,0.00007095971,0.00011587321,0.00001580986,0.00010647881,4.4902768e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028335635,0.00001812411,0.9237791,0.0006277188,0.000001692401,1.5790533e-7,0.01493065,0.00003091023,0.000019834737,0.009648957,0.00000571688,0.05090885],"study_design_scores_gemma":[0.00026916052,0.0001507893,0.99281114,0.00025483684,8.544187e-7,2.606447e-8,0.0028491311,0.00014638851,0.0031306,0.00028521652,0.00005221934,0.00004961913],"about_ca_topic_score_codex":0.0033094166,"about_ca_topic_score_gemma":0.07513366,"teacher_disagreement_score":0.07182424,"about_ca_system_score_codex":0.00009808338,"about_ca_system_score_gemma":0.00017325435,"threshold_uncertainty_score":0.9417427},"labels":[],"label_agreement":null},{"id":"W3115097713","doi":"10.1093/geroni/igaa057.3529","title":"Health equity impacts of COVID-19 policies on dementia-relevant community services: A SGBA+ policy scan","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Mount Saint Vincent University; Canadian Centre on Disability Studies; Dalhousie University; St. Francis Xavier University","funders":"","keywords":"Equity (law); Dementia; Legislation; Legislature; Health care; Business; Public policy; Public economics; Political science; Public relations; Medicine; Economic growth; Economics; Disease","score_opus":0.1351733259392003,"score_gpt":0.47244756228362805,"score_spread":0.33727423634442777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3115097713","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6623503,0.00007672302,0.0001920914,0.33157918,0.00009162089,0.00025924642,0.000026323785,0.000066537184,0.005358001],"genre_scores_gemma":[0.8481391,0.00008649558,0.00008785221,0.15150714,0.00014067268,0.000005894752,0.000016617065,0.000006571201,0.000009624598],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9978735,0.00052181224,0.000641785,0.000111915804,0.00038325577,0.0004677637],"domain_scores_gemma":[0.9988342,0.00028753476,0.00036873049,0.00015138598,0.0001164538,0.00024173022],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027822629,0.00009231752,0.00023800386,0.00033997692,0.00072402897,0.00006345232,0.00030985492,0.00005187508,0.000037933827],"category_scores_gemma":[0.0014192363,0.00009524108,0.000025217094,0.002530386,0.000113317816,0.00018567659,0.00013618573,0.00029058883,0.0000045094175],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021952184,0.0000768127,0.33614933,0.0017403114,0.000013403975,7.657349e-7,0.2380622,0.00015353716,0.000041878076,0.41746366,0.0012560912,0.0050200415],"study_design_scores_gemma":[0.0017063112,0.00024793885,0.6970438,0.0009248875,0.000008115918,6.862743e-7,0.1862623,0.00031906937,0.00019618409,0.020405775,0.09245877,0.00042621215],"about_ca_topic_score_codex":0.52770025,"about_ca_topic_score_gemma":0.07329411,"teacher_disagreement_score":0.45440614,"about_ca_system_score_codex":0.00078672945,"about_ca_system_score_gemma":0.0024334637,"threshold_uncertainty_score":0.94361585},"labels":[],"label_agreement":null},{"id":"W3115098652","doi":"10.1093/geroni/igaa057.3511","title":"Understanding the relationship between age and information-seeking in the context of COVID-19","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Information seeking; Socioemotional selectivity theory; Context (archaeology); Young adult; Psychology; Mediation; Information seeking behavior; Pandemic; Expansive; Demography; Coronavirus disease 2019 (COVID-19); Moderated mediation; Gerontology; Developmental psychology; Medicine; Social psychology; Disease; Political science; Sociology","score_opus":0.37277922209004427,"score_gpt":0.4786977996974395,"score_spread":0.1059185776073952,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3115098652","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8028357,0.000020462792,0.119751215,0.07035255,0.000113410926,0.0011395467,0.000020943635,0.0000390209,0.005727121],"genre_scores_gemma":[0.9491948,0.0000030568522,0.00013047946,0.050514556,0.00005016263,0.000042021566,0.000058695867,0.0000028813151,0.0000033624622],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971098,0.0005817597,0.0018422063,0.00007962096,0.00020985397,0.00017676565],"domain_scores_gemma":[0.9947196,0.004280082,0.00071969413,0.00014397159,0.000099023804,0.000037628142],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0058163856,0.00006906496,0.00013567308,0.00029357625,0.0005411345,0.00003678874,0.00016452768,0.00007923641,0.00002916396],"category_scores_gemma":[0.007007122,0.000045933517,0.000010439083,0.0021523724,0.00006915616,0.0017760962,0.00005391907,0.0007148025,0.000009143907],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000080607515,0.0000016503448,0.6830721,0.00031909722,8.7203915e-7,1.7956161e-7,0.14359589,0.000021297108,9.888154e-7,0.17229886,0.000268211,0.0004127837],"study_design_scores_gemma":[0.0007672416,0.000009004927,0.8486823,0.00015342583,0.0000018948022,2.6146338e-7,0.12073666,0.0021982838,9.3313423e-7,0.011440233,0.015948929,0.000060848586],"about_ca_topic_score_codex":0.00020115048,"about_ca_topic_score_gemma":0.00006577997,"teacher_disagreement_score":0.16561018,"about_ca_system_score_codex":0.00022537253,"about_ca_system_score_gemma":0.0002711387,"threshold_uncertainty_score":0.83886856},"labels":[],"label_agreement":null},{"id":"W3115104510","doi":"10.1093/geroni/igaa057.3332","title":"Exploration of Barriers and Facilitators for Deprescribing Opioids and Benzodiazepines to Reduce Older Adult Falls","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Deprescribing; Medicine; Focus group; Intervention (counseling); Beers Criteria; Psychological intervention; Discontinuation; Nursing; Polypharmacy; Psychiatry; Medical prescription; Intensive care medicine","score_opus":0.14045750466959853,"score_gpt":0.3975620731845132,"score_spread":0.2571045685149147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3115104510","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97642785,0.00006169325,0.009941849,0.012926555,0.00005467162,0.0004784338,0.000008929559,0.000014704876,0.000085280204],"genre_scores_gemma":[0.99270993,0.000016652239,0.0032377695,0.0039351718,0.000038311875,0.000028876773,0.000015367496,0.0000064333726,0.000011473648],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993582,0.00001549635,0.00030075913,0.00014716435,0.00009125036,0.000087169356],"domain_scores_gemma":[0.99955416,0.00010650087,0.000069366164,0.00004275649,0.0001556535,0.000071569644],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016522802,0.00006170303,0.00012840914,0.00013541148,0.00002906166,0.000013372403,0.000019276305,0.00002600163,0.000006799105],"category_scores_gemma":[0.0013062943,0.00005906492,0.0000093642775,0.00043967468,0.000019368792,0.0003453842,0.000021598347,0.00007219524,4.4242043e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045007802,0.000023763414,0.8399299,0.0009650448,0.000037536935,0.0000021305,0.022744942,0.00012825117,0.078436054,0.005389782,0.0004590081,0.051433522],"study_design_scores_gemma":[0.026597977,0.0021194513,0.3976807,0.003113324,0.00033233128,0.00001664344,0.074066825,0.08791952,0.35864094,0.0036266292,0.0443855,0.0015001537],"about_ca_topic_score_codex":0.00001603119,"about_ca_topic_score_gemma":0.0000016300972,"teacher_disagreement_score":0.44224918,"about_ca_system_score_codex":0.000011714315,"about_ca_system_score_gemma":0.000019316149,"threshold_uncertainty_score":0.24085976},"labels":[],"label_agreement":null},{"id":"W3115126235","doi":"10.1093/geroni/igaa057.2186","title":"Loneliness and Daily Stressors: The Protective Role of Daily Positive Events","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Psychological Well-being and Life Satisfaction","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Loneliness; Stressor; Psychology; Affect (linguistics); Social stress; Clinical psychology; Developmental psychology; Social support; Experience sampling method; Trait; Social psychology","score_opus":0.028406146369890407,"score_gpt":0.3201653123995734,"score_spread":0.291759166029683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3115126235","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98551446,0.00011011955,0.0026381372,0.0042831856,0.0001570684,0.00030489097,0.000010668961,0.00003320629,0.0069482434],"genre_scores_gemma":[0.99884063,0.0000022617846,0.00006772708,0.00090705516,0.0000810436,0.000041723462,0.000009645044,0.000008120149,0.00004180211],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999049,0.00015293555,0.00033357434,0.00022805251,0.000113723734,0.00012272722],"domain_scores_gemma":[0.9994877,0.000088494075,0.00019158771,0.00010896397,0.00010939647,0.00001385351],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003104258,0.000085320135,0.00011854158,0.000104031395,0.00005529989,0.0000113769765,0.00008867216,0.00006620646,0.000059136477],"category_scores_gemma":[0.00015196289,0.000065530665,0.0000135288265,0.0009145326,0.000052089414,0.00008184408,0.000030484494,0.0002513657,0.000013998508],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00090674136,0.00032463166,0.5103674,0.00007187276,0.00020579928,0.00001749241,0.09070162,0.0004072834,0.05389955,0.08242826,0.0009754733,0.2596939],"study_design_scores_gemma":[0.0007589518,0.00008994609,0.98027956,0.000070206945,0.000006255531,0.0000042051392,0.005749162,0.00029047966,0.0019876498,0.010231498,0.0004271998,0.00010487191],"about_ca_topic_score_codex":0.0002540686,"about_ca_topic_score_gemma":0.00000475831,"teacher_disagreement_score":0.4699122,"about_ca_system_score_codex":0.000016111448,"about_ca_system_score_gemma":0.000008228558,"threshold_uncertainty_score":0.2672263},"labels":[],"label_agreement":null},{"id":"W3115130700","doi":"10.1093/geroni/igaa057.3380","title":"Early-life Stress, Depressive Symptoms, and Inflammation: The Role of Social Factors","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Social support; Confounding; Psychological intervention; Marital status; Depression (economics); Medicine; Clinical psychology; Social stress; Depressive symptoms; Body mass index; National Health and Nutrition Examination Survey; Inflammation; Psychology; Gerontology; Internal medicine; Psychiatry; Cognition; Population; Environmental health","score_opus":0.026189737142720576,"score_gpt":0.31405645081616146,"score_spread":0.28786671367344085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3115130700","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9770228,0.00007881725,0.00003462175,0.02035391,0.000050386578,0.00010826463,0.000004586944,0.000016951963,0.002329608],"genre_scores_gemma":[0.9988098,0.00000981607,0.000008017593,0.0009359854,0.00021219446,0.000005403294,0.0000036855174,0.000003055802,0.000012005729],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99930733,0.00006978462,0.00025521414,0.00007106066,0.00017382817,0.00012277804],"domain_scores_gemma":[0.9995956,0.0001233249,0.00013906234,0.000029840181,0.00008635814,0.00002583426],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022358584,0.00004038545,0.0000807531,0.00004388363,0.00026427986,0.00004353551,0.0000819459,0.00004011915,0.000036350415],"category_scores_gemma":[0.00043311654,0.000033223216,0.000009441841,0.0005385759,0.000090813875,0.0001688909,0.000027087883,0.00009393691,8.119441e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000001633454,0.0000015672578,0.7557222,0.000019381885,0.000003310252,1.1550159e-7,0.06533907,0.000007163783,0.000027222406,0.17630485,0.000042017993,0.0025314456],"study_design_scores_gemma":[0.00012410211,0.0000030336325,0.96072423,0.000020943928,0.000002090451,1.2124077e-8,0.0272417,0.00005335126,0.00039491005,0.0014988856,0.009888298,0.00004841982],"about_ca_topic_score_codex":0.0019448969,"about_ca_topic_score_gemma":0.00026187327,"teacher_disagreement_score":0.20500204,"about_ca_system_score_codex":0.000020578931,"about_ca_system_score_gemma":0.00010430351,"threshold_uncertainty_score":0.29401153},"labels":[],"label_agreement":null},{"id":"W3115197255","doi":"10.1093/geroni/igaa057.2335","title":"An International Comparison of the Community Mobility Patterns of Older Adults","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Residence; Gerontology; Quality of life (healthcare); Older people; Cohort; Public transport; Psychology; Medicine; Demography; Sociology; Transport engineering; Nursing; Engineering","score_opus":0.058061967231089945,"score_gpt":0.37121541867363406,"score_spread":0.31315345144254414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3115197255","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9971813,0.0000030332478,0.0007065218,0.0010355952,0.00012599315,0.00012446073,0.000012556466,0.000012785313,0.00079774816],"genre_scores_gemma":[0.9997415,4.139454e-7,0.000054240427,0.00014755139,0.000034423843,0.0000026224159,0.000014446259,0.0000019103818,0.000002874411],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999069,0.00016703903,0.0004100477,0.00007540139,0.00021819341,0.000060366325],"domain_scores_gemma":[0.9993687,0.000049360475,0.00021631327,0.00014491918,0.00020877729,0.000011881514],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007017738,0.000035052446,0.000089706984,0.000039190025,0.00009114838,0.0000106115485,0.00040118286,0.000029191773,0.000086444],"category_scores_gemma":[0.00014392636,0.0000300308,0.00001858091,0.0006450071,0.000102444625,0.00024109814,0.000026304302,0.00018695756,2.080063e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008685557,0.00015923777,0.93024015,0.000028710481,0.0000021023568,2.719167e-8,0.065803476,0.000029986606,0.0003139894,0.0012935194,0.0000042261295,0.002115896],"study_design_scores_gemma":[0.00016347866,0.0000066804637,0.9831996,0.000052307747,0.0000012319882,3.0826544e-9,0.012876295,0.00042110638,0.0029523105,0.00024367639,0.00005446424,0.000028829345],"about_ca_topic_score_codex":0.0062269,"about_ca_topic_score_gemma":0.0032493388,"teacher_disagreement_score":0.052959472,"about_ca_system_score_codex":0.000026311098,"about_ca_system_score_gemma":0.000039623592,"threshold_uncertainty_score":0.9413252},"labels":[],"label_agreement":null},{"id":"W3115237985","doi":"10.1093/geroni/igaa057.3101","title":"Nutrient Intake Patterns Predict Homeostatic Dysregulation in an Older Quebec Population","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal; Université de Sherbrooke","funders":"","keywords":"Micronutrient; Nutrient; Environmental health; Moderation; Observational study; Cohort; Population; Gerontology; Medicine; Psychology; Biology; Ecology; Internal medicine; Social psychology; Pathology","score_opus":0.04727123091273437,"score_gpt":0.3397834616938447,"score_spread":0.2925122307811103,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3115237985","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97231257,0.000025832385,0.015236552,0.011453571,0.00015978162,0.00059763907,0.0000050280764,0.000106627806,0.000102393155],"genre_scores_gemma":[0.9924487,0.000007442589,0.0018004177,0.0048454115,0.00020988469,0.000045614757,0.00059829256,0.00002164516,0.000022581664],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99830675,0.00006867622,0.00083879876,0.00028354887,0.00028447644,0.00021776723],"domain_scores_gemma":[0.9994347,0.000029861401,0.00017820674,0.00013585984,0.00014409328,0.00007729412],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003762133,0.00011840671,0.00021929153,0.0007400802,0.00004598973,0.000037184112,0.000049106602,0.000074221956,0.000130139],"category_scores_gemma":[0.00009330171,0.00013134463,0.000016393158,0.0017911887,0.0000115857665,0.00037908633,0.000017445747,0.00028733842,0.000008678646],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006756678,0.00009846007,0.97023827,0.00042416045,0.0000026849455,0.000017611865,0.003597026,0.00015328186,0.0010987532,0.0044516264,0.00009002573,0.019760549],"study_design_scores_gemma":[0.0024398344,0.00006711863,0.97494113,0.00069343427,0.0000050058698,0.000004473724,0.00097616436,0.019463465,0.0003354712,0.0006596189,0.00029591846,0.000118334014],"about_ca_topic_score_codex":0.0010609998,"about_ca_topic_score_gemma":0.0009852451,"teacher_disagreement_score":0.020136135,"about_ca_system_score_codex":0.0003260798,"about_ca_system_score_gemma":0.0000662853,"threshold_uncertainty_score":0.5356078},"labels":[],"label_agreement":null},{"id":"W3115275053","doi":"10.1093/geroni/igaa057.892","title":"Determinants of Mortality Among Older Adults by Area-Level Material and Social Deprivation","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Demography; Dementia; Residence; Social deprivation; Medicine; Gerontology; Mortality rate; Population; Environmental health; Disease","score_opus":0.06224904734085103,"score_gpt":0.3555360652447539,"score_spread":0.2932870179039029,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3115275053","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99680173,0.000004701503,0.00017565997,0.0024793171,0.00013453209,0.00014427022,0.000024256553,0.000017667175,0.00021786374],"genre_scores_gemma":[0.99850667,0.0000054914517,0.00007560506,0.0012668477,0.00010416062,0.000007882156,0.000017169554,0.000004075702,0.000012075128],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99914515,0.00004967092,0.00037100472,0.00011521723,0.00016902963,0.00014990005],"domain_scores_gemma":[0.9996703,0.00003158034,0.00016399856,0.000029759756,0.000082039136,0.000022287119],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004084503,0.000048592447,0.000116277915,0.000050550483,0.0001420354,0.000032379892,0.000058007485,0.000059848877,0.00004331872],"category_scores_gemma":[0.00018305484,0.000053469637,0.000008410312,0.00039110827,0.00008024808,0.00022072525,0.000023510811,0.00005421615,4.2815807e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000061061623,0.0000073475885,0.9752734,0.00010759392,0.0000012070341,4.981307e-7,0.017810436,2.4621596e-7,0.000065814624,0.002170649,0.0002642813,0.0042924318],"study_design_scores_gemma":[0.0002493489,0.0000030572078,0.9945255,0.000055188593,0.0000014097717,3.0815826e-8,0.0038802538,0.00012518582,0.00066586805,0.0001820638,0.0002541233,0.000058001555],"about_ca_topic_score_codex":0.004896821,"about_ca_topic_score_gemma":0.0012596316,"teacher_disagreement_score":0.01925208,"about_ca_system_score_codex":0.00003242603,"about_ca_system_score_gemma":0.000050977516,"threshold_uncertainty_score":0.74025613},"labels":[],"label_agreement":null},{"id":"W3115305305","doi":"10.1093/geroni/igaa057.3389","title":"The Frailty Index, Missing Data, and Imputation","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Imputation (statistics); Missing data; Statistics; Predictive power; Econometrics; Statistical power; National Health and Nutrition Examination Survey; Computer science; Medicine; Mathematics; Environmental health; Population","score_opus":0.06602666545486821,"score_gpt":0.34308139026630274,"score_spread":0.27705472481143456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3115305305","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8122366,0.00026570735,0.03575566,0.1491168,0.00017675759,0.0003193831,0.0000062053145,0.00009830054,0.0020245707],"genre_scores_gemma":[0.994229,0.000010094189,0.0016123906,0.0038589637,0.00014441107,0.000003468945,0.000077104945,0.000009933877,0.000054637738],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9992279,0.000019525169,0.00030144473,0.00018395719,0.0001571207,0.00011006976],"domain_scores_gemma":[0.99949765,0.00011081301,0.00008499638,0.00018926195,0.00009005958,0.000027226608],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033473328,0.00006114432,0.000080816055,0.00008269677,0.0000863872,0.000059146994,0.00008600148,0.00003271961,0.0000064752467],"category_scores_gemma":[0.00091808324,0.000049421917,0.000004460553,0.0008182929,0.000043016516,0.00019442495,0.00008296608,0.00019572373,0.000005528203],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051949024,0.000016229953,0.19266412,0.000106953084,0.000020263855,0.000019974459,0.004233359,0.00006816542,0.009688609,0.0016472789,0.0038760891,0.787607],"study_design_scores_gemma":[0.0030190402,0.00007153567,0.64934,0.0003738359,0.000020748052,0.000050383293,0.0021038298,0.27677253,0.0018994511,0.0035974856,0.0625122,0.0002389749],"about_ca_topic_score_codex":0.000028656426,"about_ca_topic_score_gemma":0.000007865215,"teacher_disagreement_score":0.78736806,"about_ca_system_score_codex":0.000028200035,"about_ca_system_score_gemma":0.000052856383,"threshold_uncertainty_score":0.20153673},"labels":[],"label_agreement":null},{"id":"W3115376498","doi":"10.1093/geroni/igaa057.2989","title":"User Involvement in Research on Aging and Health: Creating Knowledge and Technologies With Older Adults","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Perception; Context (archaeology); Perspective (graphical); Aging in place; Presentation (obstetrics); Psychology; Process (computing); Critical mass (sociodynamics); Gerontology; Affect (linguistics); Everyday life; Healthy aging; Medicine; Computer science; Political science; Sociology; Geography","score_opus":0.12796468434868158,"score_gpt":0.41666687210560793,"score_spread":0.28870218775692635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3115376498","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9330633,0.00042189832,0.00009121112,0.06461853,0.000023048755,0.0004831265,6.037592e-7,0.00025907977,0.0010391838],"genre_scores_gemma":[0.99818736,0.00012245277,0.0010436763,0.00051901,0.000028324699,0.00006298569,0.0000019677448,0.000011055112,0.000023190792],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985237,0.00012793156,0.00032593062,0.0003840658,0.00025721858,0.0003811603],"domain_scores_gemma":[0.9994361,0.0001736336,0.00009506568,0.00011126186,0.00015593115,0.000028048422],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001994786,0.00009559394,0.00015002546,0.0009508258,0.00032714359,0.000068491536,0.00015150009,0.000102041864,0.000002642894],"category_scores_gemma":[0.000526422,0.000092857874,0.0000036779988,0.003929265,0.00032753547,0.00022101018,0.00015254528,0.00056575343,0.0000021323008],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016408494,0.000047695783,0.7024872,0.00013009082,0.0000042400816,0.000009537719,0.13725667,0.00000737532,0.00007251679,0.06271047,0.00023130728,0.09702652],"study_design_scores_gemma":[0.0031044348,0.00030251316,0.5328818,0.004678832,0.0000018093098,0.0000017710565,0.446676,0.00080274534,0.001798371,0.0035418835,0.0057952935,0.00041457344],"about_ca_topic_score_codex":0.002054488,"about_ca_topic_score_gemma":0.009392648,"teacher_disagreement_score":0.3094193,"about_ca_system_score_codex":0.00020222772,"about_ca_system_score_gemma":0.0001473665,"threshold_uncertainty_score":0.5241318},"labels":[],"label_agreement":null},{"id":"W3115386150","doi":"10.1093/geroni/igaa057.050","title":"Caregiver-Centered Care Health Workforce Competencies: Developing Consistent Support for Family Caregivers","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Family and Patient Care in Intensive Care Units","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Covenant Health; MacEwan University; University of Calgary; University of Alberta","funders":"","keywords":"Workforce; Delphi method; Family caregivers; Health care; Workforce development; Nursing; Psychology; Dementia; Curriculum; Medical education; Medicine; Political science; Disease","score_opus":0.20643230063287707,"score_gpt":0.40059667448477193,"score_spread":0.19416437385189486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3115386150","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8091623,0.0015093598,0.101620466,0.036183275,0.015187631,0.00805383,0.0008831559,0.0008411513,0.026558809],"genre_scores_gemma":[0.91697156,0.000041983472,0.0037892521,0.077541925,0.00023409518,0.00020453917,0.0010146775,0.000044381188,0.0001576015],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9970711,0.00022484061,0.0012555531,0.0004723693,0.00030458844,0.0006715436],"domain_scores_gemma":[0.99461806,0.000763615,0.0005801558,0.0002130892,0.0037138902,0.00011120586],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00038198894,0.00024884666,0.0004505193,0.0003825689,0.00064847164,0.00002000445,0.0002402895,0.00015307353,0.000026355287],"category_scores_gemma":[0.0012009687,0.0002705402,0.000073401854,0.0015492956,0.00007465824,0.00017251706,0.00012269207,0.0005598391,0.000034934168],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027683622,0.000026506978,0.19896121,0.0038687615,0.00009007077,0.00003967138,0.556168,0.00038456277,0.0007158527,0.048755176,0.16204666,0.0286667],"study_design_scores_gemma":[0.0030825343,0.00026585453,0.006013427,0.0030524267,0.000011162525,0.0000014153072,0.6517797,0.00041356546,0.00010692604,0.00007783554,0.33473387,0.00046127124],"about_ca_topic_score_codex":0.00035233336,"about_ca_topic_score_gemma":0.00016051996,"teacher_disagreement_score":0.19294779,"about_ca_system_score_codex":0.0010978583,"about_ca_system_score_gemma":0.0014207136,"threshold_uncertainty_score":0.99997467},"labels":[],"label_agreement":null},{"id":"W3115437556","doi":"10.1093/geroni/igaa057.3344","title":"Frailty &amp; Depression: Mediators of Fear of Falling and Quality of Life in Older Adults","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Fear of falling; Depression (economics); Quality of life (healthcare); Medicine; Gerontology; Mediation; Mental health; Cohort; Center for Epidemiologic Studies Depression Scale; Geriatric Depression Scale; Clinical psychology; Depressive symptoms; Poison control; Suicide prevention; Psychiatry; Anxiety; Internal medicine; Medical emergency","score_opus":0.0578690360999386,"score_gpt":0.33730964409126146,"score_spread":0.27944060799132286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3115437556","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9970552,0.00023495442,0.00070040283,0.0015098336,0.000054243235,0.00023866276,0.0000076031124,0.000014312268,0.00018479886],"genre_scores_gemma":[0.99682754,0.000020247915,0.0026827487,0.00038084397,0.00004119491,0.0000057224456,0.000022992504,0.000010952977,0.000007738349],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981589,0.000054568325,0.0011645783,0.00019381152,0.00031793636,0.00011021398],"domain_scores_gemma":[0.99889284,0.00018558592,0.00044566055,0.00016326243,0.0002696296,0.000043015487],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052136515,0.000090357345,0.00040366556,0.0003105424,0.000008009604,0.0000022897268,0.00006741044,0.0000829587,0.000038240436],"category_scores_gemma":[0.0024418563,0.00008948556,0.000020932395,0.0013464385,0.000071649025,0.00009453886,0.00005499371,0.00020826065,7.2227925e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016460384,0.00007438734,0.9574516,0.0012394324,0.000011631786,0.00000113854,0.009796027,0.00007784245,0.026850272,0.00018195427,0.00006169137,0.0040894416],"study_design_scores_gemma":[0.003628004,0.000029878143,0.971462,0.0016048453,0.0000052920795,6.645524e-7,0.0012843176,0.0005996449,0.021200798,0.00006341487,0.000039090883,0.00008205046],"about_ca_topic_score_codex":0.00048727897,"about_ca_topic_score_gemma":0.00008760356,"teacher_disagreement_score":0.014010421,"about_ca_system_score_codex":0.00002068183,"about_ca_system_score_gemma":0.00007509225,"threshold_uncertainty_score":0.36491153},"labels":[],"label_agreement":null},{"id":"W3115457210","doi":"10.1093/geroni/igaa057.3233","title":"Out-of-Pocket Expenses Related to Aging in Place for Older People Experiencing Frailty: A Scoping Review","year":2020,"lang":"en","type":"review","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Dalhousie University","funders":"","keywords":"Aging in place; Housekeeping; Context (archaeology); Gerontology; Health care; Business; Psychology; Medicine; Political science; Geography","score_opus":0.15577726730229313,"score_gpt":0.5079984907724839,"score_spread":0.3522212234701908,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3115457210","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0004096522,0.9885107,0.0008091616,0.0013206758,0.0019649225,0.0065548173,0.000015185848,0.00009457864,0.00032027002],"genre_scores_gemma":[0.00019997451,0.99414927,0.0012577915,0.001105378,0.0002054458,0.0025699723,0.00021706986,0.00010329897,0.00019178595],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9946408,0.0004825562,0.0033939555,0.0006321107,0.00027927404,0.0005713002],"domain_scores_gemma":[0.99646586,0.0013676743,0.0014139544,0.00038049757,0.0003137183,0.000058265152],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0019431532,0.00039007823,0.0023524093,0.0013395996,0.00019645347,0.000017935536,0.00028343833,0.00032262286,0.00014946025],"category_scores_gemma":[0.002173506,0.0003910404,0.00016042177,0.0053195576,0.000015402184,0.00016660221,0.00017117475,0.0008886873,0.000033700082],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008967901,0.000024649515,0.00020693202,0.30021027,0.000024396508,0.00000828047,0.07460442,0.000003427374,0.0000054811603,0.00023752807,0.005902923,0.61876273],"study_design_scores_gemma":[0.00041473558,0.000018620807,0.000027970878,0.7032561,0.00005975762,0.0000017589562,0.005732732,0.000006478074,0.0000031749853,0.000033910677,0.29010832,0.00033647448],"about_ca_topic_score_codex":0.00015884243,"about_ca_topic_score_gemma":0.00022217499,"teacher_disagreement_score":0.61842626,"about_ca_system_score_codex":0.0005894786,"about_ca_system_score_gemma":0.0012873759,"threshold_uncertainty_score":0.99985415},"labels":[],"label_agreement":null},{"id":"W3115476729","doi":"10.1093/geroni/igaa057.969","title":"The Role of Gender in the Transition to Driving Cessation in Persons With Dementia","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; Baycrest Hospital; McMaster University; University of Toronto; Saint Paul University","funders":"","keywords":"Dementia; Thematic analysis; Psychology; Context (archaeology); Quality of life (healthcare); Psychological intervention; Focus group; Gerontology; Clinical psychology; Qualitative research; Developmental psychology; Medicine; Psychiatry; Disease; Psychotherapist; Sociology","score_opus":0.050937937866964766,"score_gpt":0.35858499987456677,"score_spread":0.307647062007602,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3115476729","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9692398,0.00004298653,0.0031126135,0.025506472,0.000050375726,0.0005316562,0.0000012621501,0.000017190589,0.0014976719],"genre_scores_gemma":[0.997812,0.000006172487,0.0002389365,0.0017418597,0.000047388457,0.00013634286,0.000004604127,0.000008641651,0.0000041078542],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987392,0.0002562271,0.0004742738,0.00013559837,0.00019686372,0.00019784612],"domain_scores_gemma":[0.99936336,0.00029254355,0.00013534045,0.00009842922,0.00010177574,0.000008546006],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010405758,0.00006887121,0.00009739712,0.00020319375,0.00021959693,0.000010337923,0.00011654736,0.000031459913,0.000007113379],"category_scores_gemma":[0.00019915315,0.0000453704,0.0000074281606,0.0019526283,0.00002155259,0.0001273037,0.000027850412,0.0003239052,0.0000032080786],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007313912,0.000013028296,0.77127695,0.000042636828,0.000006743156,6.183891e-7,0.22362235,0.000646863,0.0011820473,0.0018566016,0.00011832735,0.0012265353],"study_design_scores_gemma":[0.0004463135,0.000017185652,0.89475316,0.0002989214,0.0000044270023,1.4030427e-7,0.101112835,0.0018555598,0.00012622091,0.0007956695,0.00053008215,0.00005949117],"about_ca_topic_score_codex":0.0001922115,"about_ca_topic_score_gemma":0.005591579,"teacher_disagreement_score":0.12347623,"about_ca_system_score_codex":0.00006945593,"about_ca_system_score_gemma":0.00005454697,"threshold_uncertainty_score":0.31202322},"labels":[],"label_agreement":null},{"id":"W3115522550","doi":"10.1093/geroni/igaa057.1581","title":"Functional Neural Underpinnings of Increased Falls Risk","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Stroop effect; Cognition; Mediation; Psychology; Mechanism (biology); Effects of sleep deprivation on cognitive performance; Physical medicine and rehabilitation; Poison control; Audiology; Neuroscience; Medicine","score_opus":0.054533155441988744,"score_gpt":0.3514433188949923,"score_spread":0.2969101634530036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3115522550","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98690325,0.000028768714,0.0075566387,0.0021530755,0.00032911164,0.00024707385,0.000012843217,0.00007267851,0.0026965553],"genre_scores_gemma":[0.9958679,0.0000085288775,0.00044291583,0.0031959724,0.00024574043,0.000027479888,0.000097988166,0.0000121718385,0.000101279446],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998516,0.000215459,0.00072418107,0.00017504692,0.00018077041,0.00018849355],"domain_scores_gemma":[0.9989987,0.000167606,0.0004911636,0.00009568628,0.0002174814,0.000029384384],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006515763,0.00008248011,0.00015736283,0.00019732033,0.00015203435,0.000004758978,0.00007639689,0.00008950947,0.00007297498],"category_scores_gemma":[0.00039964807,0.00008547655,0.000025612784,0.0012872332,0.000028570443,0.00017560172,0.000047869173,0.00049605686,0.00005384904],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007609302,0.00007968892,0.92888904,0.0002077146,0.000017290513,0.000001493459,0.0031615375,0.000043329575,0.046816237,0.013388895,0.0042847707,0.0030339418],"study_design_scores_gemma":[0.001375938,0.000023104587,0.9883394,0.00013569517,0.0000065925087,2.8482444e-7,0.0013254157,0.0050517665,0.00004991722,0.0021652158,0.0014371731,0.00008947079],"about_ca_topic_score_codex":0.0003318386,"about_ca_topic_score_gemma":0.000025210304,"teacher_disagreement_score":0.059450418,"about_ca_system_score_codex":0.000057738624,"about_ca_system_score_gemma":0.000098794575,"threshold_uncertainty_score":0.34856328},"labels":[],"label_agreement":null},{"id":"W3115538123","doi":"10.1093/geroni/igaa057.448","title":"Enhancing Our Understanding of Transitional Care Programs","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University; University Health Network; Toronto Rehabilitation Institute","funders":"","keywords":"Operationalization; Multidisciplinary approach; Medicine; Gerontology; Psychology; Nursing; Family medicine","score_opus":0.12792466686811532,"score_gpt":0.4049395740084578,"score_spread":0.2770149071403425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3115538123","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9201738,0.000112364054,0.059346482,0.014068035,0.0008297402,0.0005295621,0.000008532177,0.00011920333,0.004812255],"genre_scores_gemma":[0.99832696,0.0000017654112,0.0009628677,0.0003896173,0.00020990995,0.00001695323,0.00006660228,0.000009799239,0.000015542242],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.998994,0.00006093068,0.0005001839,0.00012276163,0.00015203378,0.00017009047],"domain_scores_gemma":[0.99955094,0.000041408333,0.00015532906,0.000052785457,0.0001795793,0.000019987936],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023376805,0.000059969363,0.00013063515,0.00019255273,0.0001341564,0.0000050287376,0.000047379803,0.00006186265,0.00002818832],"category_scores_gemma":[0.000060506554,0.00006350159,0.00001976585,0.0013741301,0.0000094136,0.00008451149,0.000013098008,0.0002406396,0.0000067411047],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015824719,0.00006684519,0.22953567,0.0031150484,0.000034819423,0.000013477919,0.62261754,0.00017912679,0.041510474,0.08248128,0.002356831,0.017930618],"study_design_scores_gemma":[0.0017302212,0.00008420942,0.014582572,0.0013011007,0.000015165443,8.6562926e-7,0.97375804,0.00017866884,0.0030706506,0.0031694619,0.0018795634,0.00022946508],"about_ca_topic_score_codex":0.00006379782,"about_ca_topic_score_gemma":0.000055976274,"teacher_disagreement_score":0.3511405,"about_ca_system_score_codex":0.0001963197,"about_ca_system_score_gemma":0.0001449424,"threshold_uncertainty_score":0.25895196},"labels":[],"label_agreement":null},{"id":"W3115608212","doi":"10.1093/geroni/igaa057.444","title":"Delayed Hospital Discharge–The Effect of Dementia and GP Contacts Prior to Hospitalization","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Dementia; Logistic regression; Medicine; Odds ratio; Odds; Generalized estimating equation; Feeling; Emergency medicine; Health care; Hospital discharge; Gerontology; Intensive care medicine; Psychology; Internal medicine","score_opus":0.016513070835108317,"score_gpt":0.34192679312813606,"score_spread":0.32541372229302773,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3115608212","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98438853,0.00008979936,0.0031319733,0.010874372,0.00046107025,0.000767115,0.000004318091,0.000029825695,0.00025297742],"genre_scores_gemma":[0.9990181,0.000004228874,0.00012915028,0.00064030977,0.00010756285,0.000048879636,0.000024908299,0.000010435923,0.000016444252],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990438,0.00011746805,0.00042505827,0.00013882258,0.00012160229,0.00015321578],"domain_scores_gemma":[0.99939644,0.00018574126,0.00018575786,0.00008301073,0.000120723445,0.00002831513],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044822143,0.00007546301,0.00014512648,0.00012267196,0.00014966953,0.000010175742,0.00006308152,0.000046930534,0.000025548163],"category_scores_gemma":[0.0004567959,0.000057552978,0.000012119483,0.001067789,0.000014575704,0.00009852568,0.000050043338,0.00014152695,0.00000960102],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011812492,0.000014138136,0.9293084,0.00026910185,0.000034488352,0.0000012522213,0.046439882,0.000025920684,0.0036869354,0.0023914422,0.005477314,0.012233009],"study_design_scores_gemma":[0.002550665,0.0008992832,0.9799278,0.00036455487,0.00005955771,3.4124696e-7,0.0072487467,0.0004919014,0.004396702,0.00018611939,0.0036408529,0.0002335125],"about_ca_topic_score_codex":0.0001217768,"about_ca_topic_score_gemma":0.000015332993,"teacher_disagreement_score":0.05061937,"about_ca_system_score_codex":0.000032168955,"about_ca_system_score_gemma":0.00003234352,"threshold_uncertainty_score":0.23469423},"labels":[],"label_agreement":null},{"id":"W3115624239","doi":"10.1093/geroni/igaa057.2719","title":"Educational Intervention for Care Home Staff to Encourage Resident ACP","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Intervention (counseling); Ethnic group; Session (web analytics); Nursing; Medicine; Psychology; Family medicine; Sociology","score_opus":0.062824662010885,"score_gpt":0.43620587569432584,"score_spread":0.37338121368344085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3115624239","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93807536,0.00010965138,0.010920798,0.046926077,0.0018181655,0.00089189253,0.000028053235,0.00006162135,0.00116838],"genre_scores_gemma":[0.99569976,0.0000019733009,0.0013699163,0.0011897677,0.0007034495,0.00024993424,0.00020639683,0.000014900001,0.00056387944],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9988525,0.000065875676,0.00054448424,0.00019458511,0.00013908313,0.00020346552],"domain_scores_gemma":[0.9991006,0.00015300648,0.00015570396,0.000094242845,0.00045666314,0.000039747018],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031692185,0.000073425006,0.00011744065,0.00032050625,0.0001861465,0.000015946305,0.00009214007,0.00005790079,0.00023593902],"category_scores_gemma":[0.0004187649,0.0000796904,0.000029418607,0.0011138865,0.0000064593128,0.00011460347,0.00004214902,0.00018168031,0.00006194993],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039741144,0.00012462259,0.104569,0.0023452113,0.00003055509,0.0000031707682,0.4564841,0.000276493,0.0063837813,0.038706064,0.32428515,0.06639444],"study_design_scores_gemma":[0.0050677136,0.00052198966,0.3664406,0.0020725746,0.000032662923,0.0000010933466,0.43360612,0.0003108165,0.0013581405,0.012174608,0.17769638,0.00071731413],"about_ca_topic_score_codex":0.00015976641,"about_ca_topic_score_gemma":0.00011298503,"teacher_disagreement_score":0.26187158,"about_ca_system_score_codex":0.00027872095,"about_ca_system_score_gemma":0.00018307783,"threshold_uncertainty_score":0.324968},"labels":[],"label_agreement":null},{"id":"W3115673715","doi":"10.1093/geroni/igaa057.3034","title":"Raising Our Voices: The Impact of a Dementia Choir on Well-Being and Quality of Life","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Music Therapy and Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Choir; Dementia; Psychology; Social isolation; Friendship; Quality of life (healthcare); Stigma (botany); Gerontology; Medical education; Developmental psychology; Medicine; Social psychology; Pedagogy; Psychiatry; Psychotherapist","score_opus":0.1427628692644194,"score_gpt":0.44333479248304397,"score_spread":0.3005719232186246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3115673715","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9907846,0.0000900876,0.0013673492,0.003943905,0.00009832875,0.00012377765,0.0000021035517,0.0000109098655,0.0035789355],"genre_scores_gemma":[0.99730843,0.0000047943217,0.00004943244,0.0025225985,0.00009444468,0.0000034300697,0.0000028115503,0.0000062703994,0.000007812408],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99898845,0.00015175597,0.0005379289,0.00012126737,0.00009206648,0.0001085332],"domain_scores_gemma":[0.99932045,0.00013143732,0.00035608537,0.0001186084,0.000055259232,0.000018142171],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010066434,0.00006124701,0.00015397095,0.00011423538,0.000041535044,0.000008793953,0.00007074031,0.00003436313,0.00011075605],"category_scores_gemma":[0.00012596625,0.00004609146,0.000021770285,0.0006489468,0.000020012627,0.000047338453,0.000015549584,0.000149287,0.0000026116118],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003972177,0.00010603461,0.78727925,0.00019622325,0.00016979792,7.294087e-7,0.08283578,0.00024783818,0.013517611,0.094950914,0.000974112,0.019324508],"study_design_scores_gemma":[0.0012078609,0.0001175056,0.9920954,0.00009865979,0.0000045492716,3.5260044e-7,0.003851012,0.00022491596,0.00037470038,0.0015797365,0.0003657981,0.000079490266],"about_ca_topic_score_codex":0.0010299034,"about_ca_topic_score_gemma":0.000018307528,"teacher_disagreement_score":0.20481619,"about_ca_system_score_codex":0.000014735982,"about_ca_system_score_gemma":0.00003940882,"threshold_uncertainty_score":0.18795551},"labels":[],"label_agreement":null},{"id":"W3115690065","doi":"10.1093/geroni/igaa057.2561","title":"Looking Ahead: Intersecting Influences on Older Gay Men Living With HIV","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; Simon Fraser University","funders":"","keywords":"Human immunodeficiency virus (HIV); Focus group; Sexual orientation; Psychology; Gerontology; Men who have sex with men; Inequality; Qualitative research; Health care; Intersection (aeronautics); Gender studies; Aged care; Developmental psychology; Medicine; Social psychology; Sociology; Family medicine; Political science","score_opus":0.03626038038192651,"score_gpt":0.3498298450608405,"score_spread":0.313569464678914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3115690065","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9423746,0.000022571663,0.008424898,0.006946727,0.00002201015,0.00021682786,0.0000012120271,0.00008460696,0.041906577],"genre_scores_gemma":[0.9969329,0.0000020414427,0.0005713315,0.0013441892,0.00014287095,0.000023645232,0.000009572061,0.000016231916,0.0009571923],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998857,0.000043205917,0.00037276128,0.00021828093,0.00028148014,0.00022726768],"domain_scores_gemma":[0.99946636,0.00010690224,0.00009737646,0.000103528,0.00017096681,0.00005489484],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039579332,0.00009531409,0.00014400158,0.00046795732,0.0000781987,0.000058205318,0.00007743403,0.000030336498,0.00029542082],"category_scores_gemma":[0.00084790215,0.00007985103,0.000025940843,0.0015029202,0.000036640005,0.00022817498,0.000043485503,0.00039788254,0.000048503996],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009230641,0.00013676976,0.91011196,0.00038859333,0.00008692696,0.0000751933,0.018658543,0.00024886883,0.024451436,0.0029196327,0.007900355,0.03492938],"study_design_scores_gemma":[0.007839464,0.0065618358,0.7115182,0.04414642,0.000077150435,0.00013143111,0.0804917,0.094604105,0.04279128,0.00036796875,0.010196084,0.0012743167],"about_ca_topic_score_codex":0.000052526917,"about_ca_topic_score_gemma":0.000014755457,"teacher_disagreement_score":0.19859375,"about_ca_system_score_codex":0.000085521686,"about_ca_system_score_gemma":0.000055952776,"threshold_uncertainty_score":0.32562304},"labels":[],"label_agreement":null},{"id":"W3115756949","doi":"10.1093/geroni/igaa057.999","title":"Preliminary Findings of Needs of Older Cambodians in Three Provinces","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging, Elder Care, and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Functional illiteracy; Social support; Gerontology; Depression (economics); Population; Psychology; Medicine; Quarter (Canadian coin); Environmental health; Social psychology; Geography","score_opus":0.05050702930324327,"score_gpt":0.3669025464648138,"score_spread":0.31639551716157055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3115756949","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9907105,0.00008735804,0.00085079164,0.0022449088,0.00015214556,0.00043166045,0.000005156552,0.00003013762,0.0054873307],"genre_scores_gemma":[0.9982099,0.0000066566263,0.00019375519,0.0013512331,0.00009621724,0.000028719316,0.000011767321,0.000012766919,0.00008898809],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986216,0.000083962885,0.00081713626,0.00011164468,0.00016305532,0.00020262673],"domain_scores_gemma":[0.99922127,0.00016384796,0.00030971656,0.000090330905,0.00019632911,0.000018526453],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048531353,0.000082320235,0.00024974384,0.00042586602,0.00006799664,0.0000030289546,0.00012769095,0.00011018847,0.000060394592],"category_scores_gemma":[0.00026445749,0.00008529363,0.00001967765,0.0019617372,0.00005307861,0.00015535088,0.00006553066,0.0003462017,0.000005500254],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017728473,0.000019911318,0.7730353,0.00042585112,0.00000423534,0.0000016729509,0.21810345,0.000016508835,0.000661909,0.006588615,0.00024391188,0.0008808902],"study_design_scores_gemma":[0.0011858586,0.00010631516,0.80269706,0.0014981021,0.000008877944,1.4748062e-7,0.1879742,0.0005573395,0.001934809,0.0034074201,0.0004326052,0.00019726848],"about_ca_topic_score_codex":0.0015216306,"about_ca_topic_score_gemma":0.00046147828,"teacher_disagreement_score":0.030129256,"about_ca_system_score_codex":0.00006877764,"about_ca_system_score_gemma":0.0001879275,"threshold_uncertainty_score":0.34781733},"labels":[],"label_agreement":null},{"id":"W3115780548","doi":"10.1093/geroni/igaa057.1443","title":"The Efficacy of Palliative Care Education and Training in Primary Care Settings: A Scoping Review of the Literature","year":2020,"lang":"en","type":"review","venue":"Innovation in Aging","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Palliative care; Nursing; Psychosocial; Preparedness; Medicine; Service (business); Grey literature; Psychology; Medical education; MEDLINE; Political science; Business","score_opus":0.10769486216233469,"score_gpt":0.45674171983647993,"score_spread":0.34904685767414523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3115780548","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00055137917,0.996677,0.0000041522685,0.00034161436,0.00013607452,0.0015059939,0.000020181042,0.000005864903,0.00075775036],"genre_scores_gemma":[0.0010776785,0.9976018,0.0004485718,0.00038730996,0.0000937951,0.0000811929,0.00028471096,0.000018532488,0.0000063941147],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9980104,0.00017865843,0.0012448241,0.0002186521,0.00023591897,0.00011154662],"domain_scores_gemma":[0.99742573,0.0005408648,0.0011503359,0.00022591054,0.00064342585,0.0000137484585],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039737238,0.00019124457,0.0011305922,0.00026444203,0.000034388526,0.000010514858,0.00014012147,0.000106248706,0.0000011655338],"category_scores_gemma":[0.0017679167,0.00011836627,0.00011134933,0.0028087432,0.000073831514,0.000049515653,0.00006605857,0.00047058403,1.1589794e-7],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000034426396,0.0000063972684,0.0012980964,0.3756679,0.000020927848,8.7095134e-7,0.038660098,1.6151184e-7,0.0000029388723,0.000117115036,0.000015259498,0.5842068],"study_design_scores_gemma":[0.00022792889,0.000017175063,0.0006302852,0.90918195,0.00011472671,0.0000015532454,0.007464282,4.0134094e-7,0.000023755194,0.000010301028,0.08224553,0.00008209578],"about_ca_topic_score_codex":0.000010011059,"about_ca_topic_score_gemma":0.0000068986506,"teacher_disagreement_score":0.5841247,"about_ca_system_score_codex":0.00021397628,"about_ca_system_score_gemma":0.0016145663,"threshold_uncertainty_score":0.48268363},"labels":[],"label_agreement":null},{"id":"W3115783374","doi":"10.1093/geroni/igaa057.1998","title":"Capacity Assessment Training and Competency Evaluation Tool","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Psychology; Medical education; Presentation (obstetrics); Competency assessment; Quality (philosophy); Self-assessment; Applied psychology; Medicine; Pedagogy","score_opus":0.19888118264123172,"score_gpt":0.45381166486238145,"score_spread":0.2549304822211497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3115783374","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.975682,0.000027992084,0.0036837226,0.01240991,0.00046172983,0.0003990117,0.0000026623338,0.000056772176,0.007276204],"genre_scores_gemma":[0.9951036,0.0000034656978,0.0031549719,0.001420569,0.00021021042,0.000049877195,0.000029505401,0.0000073218384,0.000020507605],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988057,0.00019560245,0.0004571319,0.00016213828,0.000212428,0.00016699995],"domain_scores_gemma":[0.99939436,0.00012988494,0.00015474891,0.000066035325,0.00023422937,0.00002074428],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013296757,0.00006482343,0.00012795345,0.00015450115,0.00020183407,0.00001222206,0.000037909034,0.000054252716,0.00015189742],"category_scores_gemma":[0.00031305433,0.00006700053,0.000008397159,0.0008793276,0.000015974636,0.00013628458,0.000024501318,0.0003179359,0.000008113749],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023155495,0.000039209783,0.50282496,0.00035099135,0.000019893545,0.0000032801609,0.19107902,0.00014499133,0.011560022,0.07582603,0.0043983664,0.21373007],"study_design_scores_gemma":[0.0020345075,0.000057200607,0.9279503,0.00026426953,0.000020047193,0.0000011901571,0.033548772,0.021275025,0.000068790694,0.008558395,0.0059956303,0.00022587429],"about_ca_topic_score_codex":0.000082062455,"about_ca_topic_score_gemma":0.00002146746,"teacher_disagreement_score":0.4251253,"about_ca_system_score_codex":0.00013808477,"about_ca_system_score_gemma":0.0002758979,"threshold_uncertainty_score":0.27322024},"labels":[],"label_agreement":null},{"id":"W3115794716","doi":"10.1093/geroni/igaa057.1534","title":"Social Isolation and Loneliness: Moderators of the Relationship Between Sensory Impairment and Cognition","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Loneliness; Cognition; Psychology; Audiology; Social isolation; Cognitive impairment; Hearing loss; Medicine; Psychiatry","score_opus":0.07401835866755115,"score_gpt":0.3034507016742973,"score_spread":0.22943234300674614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3115794716","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99060005,0.000007014974,0.0018590546,0.0072785127,0.000009657023,0.00012057229,0.0000027909475,0.00000795449,0.00011441251],"genre_scores_gemma":[0.9992191,9.869376e-7,0.00020001436,0.00051661005,0.000042002175,0.0000027324722,0.0000053582753,0.0000034500797,0.000009742448],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995096,0.000034640616,0.00020012537,0.00009451962,0.00010220301,0.000058910664],"domain_scores_gemma":[0.99979645,0.00004818307,0.000104570914,0.000027981785,0.000010905732,0.000011936356],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001928784,0.00003962706,0.000055469438,0.000033898476,0.0001080667,0.000009311334,0.000021183934,0.00003047381,0.000009624682],"category_scores_gemma":[0.000052042044,0.000034915713,0.0000050867084,0.0004848047,0.000055049528,0.00013722686,0.000038269412,0.00008795044,0.0000019478894],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000033892832,0.0000036657914,0.99508107,0.00001534423,8.913849e-7,6.120127e-8,0.0025716182,0.000046131,0.0010104504,0.000587051,0.00009321594,0.00058709056],"study_design_scores_gemma":[0.00020250227,0.000009791989,0.99504095,0.00001322712,0.000003760854,1.8795203e-7,0.00025345795,0.001999344,0.00014835765,0.0022721286,0.000019425026,0.00003684294],"about_ca_topic_score_codex":0.00006868177,"about_ca_topic_score_gemma":0.000046594225,"teacher_disagreement_score":0.008619073,"about_ca_system_score_codex":0.00002978659,"about_ca_system_score_gemma":0.000007232099,"threshold_uncertainty_score":0.14238214},"labels":[],"label_agreement":null},{"id":"W3115795446","doi":"10.1093/geroni/igaa057.2277","title":"Late-Life Cognition and Dementia in India: New Insights From LASI-DAD","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Respondent; Dementia; Cognition; Population; Neuropsychology; Gerontology; Psychology; Montreal Cognitive Assessment; Population ageing; Cognitive test; Medicine; Cognitive impairment; Psychiatry; Environmental health; Political science","score_opus":0.0339473134560067,"score_gpt":0.3095791282028027,"score_spread":0.275631814746796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3115795446","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9900726,0.00021622851,0.0010452969,0.0043227575,0.000040349496,0.00030877054,0.0000030963602,0.000029725421,0.0039611654],"genre_scores_gemma":[0.9943929,0.00003728979,0.00027178455,0.004954522,0.00011942619,0.000016558815,0.00015914714,0.000010146341,0.000038272297],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99900156,0.000039187413,0.0003512321,0.00022191151,0.00023278937,0.00015330192],"domain_scores_gemma":[0.9996624,0.000044762153,0.00006376584,0.0000520769,0.00009810031,0.000078887315],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001352631,0.00008619015,0.00014415971,0.00040548414,0.000027931263,0.000039621176,0.000034792134,0.000049846694,0.00025045668],"category_scores_gemma":[0.00023648537,0.000087564076,0.000010134965,0.0013287681,0.000024303152,0.00019643255,0.000048813854,0.00023693887,0.00003285322],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010153285,0.00006695836,0.9526091,0.000050847666,0.00004329418,0.000074187126,0.0016230869,0.0000017263857,0.030799743,0.00062558166,0.00036317096,0.013640757],"study_design_scores_gemma":[0.0036122885,0.000078250545,0.98490804,0.00019363881,0.00002285877,9.603036e-7,0.0004891242,0.000560143,0.0075934995,0.0016624995,0.00078927376,0.00008944204],"about_ca_topic_score_codex":0.00010672301,"about_ca_topic_score_gemma":0.000018425031,"teacher_disagreement_score":0.032298908,"about_ca_system_score_codex":0.000027184222,"about_ca_system_score_gemma":0.000113882044,"threshold_uncertainty_score":0.35707593},"labels":[],"label_agreement":null},{"id":"W3115835133","doi":"10.1093/geroni/igaa057.2718","title":"Institutional and Cultural Barriers to ACP: Staff Perspectives","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Misinformation; Focus group; Openness to experience; Nursing; Psychology; Aged care; Ethnic group; Medical education; Medicine; Social psychology; Political science; Sociology","score_opus":0.024743331069521025,"score_gpt":0.30831540458319023,"score_spread":0.2835720735136692,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3115835133","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9447097,0.00005184926,0.0018121041,0.047349654,0.000060288196,0.00021099127,0.0000058008186,0.00003840351,0.005761196],"genre_scores_gemma":[0.9571765,0.0000041396765,0.0006041946,0.04206065,0.00007383819,0.000010539485,0.000027606504,0.0000069308753,0.00003560622],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99939895,0.000012945253,0.0001664604,0.0001819539,0.00012956829,0.00011014563],"domain_scores_gemma":[0.99700606,0.000018234932,0.000028791657,0.000037857077,0.0028270257,0.00008205258],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000069649206,0.000075800315,0.00010186753,0.00024406637,0.00006148058,0.000019021949,0.000025255526,0.000026496702,0.00008268605],"category_scores_gemma":[0.008111102,0.00007368659,0.00001221711,0.0010604721,0.00008442457,0.0001311561,0.000028646267,0.00015795819,0.000011834854],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000813799,0.000097691736,0.24602252,0.00024707254,0.00018091506,0.00025833494,0.29106888,0.00027125387,0.18465532,0.23088147,0.023506502,0.021996247],"study_design_scores_gemma":[0.0038343854,0.00039544914,0.15246138,0.00047909192,0.000029789624,0.00005951056,0.8020099,0.0011492887,0.009225787,0.0004819537,0.02939927,0.00047419406],"about_ca_topic_score_codex":0.000014239225,"about_ca_topic_score_gemma":0.0000030441897,"teacher_disagreement_score":0.510941,"about_ca_system_score_codex":0.000088009576,"about_ca_system_score_gemma":0.00010964263,"threshold_uncertainty_score":0.9710332},"labels":[],"label_agreement":null},{"id":"W3115922158","doi":"10.1093/geroni/igaa057.3393","title":"Political context is associated with extent of everyday physiological synchrony in older couples","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Stress Responses and Cortisol","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Context (archaeology); Politics; Psychology; Social psychology; Demographic economics; Political science; Geography; Economics; Law","score_opus":0.060615036663511965,"score_gpt":0.30461467055395447,"score_spread":0.2439996338904425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3115922158","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99712116,0.000017913617,0.0003621023,0.0021176464,0.000024655712,0.00012235851,0.000009027091,0.00002245272,0.00020269699],"genre_scores_gemma":[0.99521315,0.0000060239813,0.000013685969,0.004711483,0.000015044688,0.000013709716,0.0000026311313,0.000006467897,0.000017803599],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9989524,0.00007077293,0.00034429826,0.00022788341,0.00019804519,0.00020660758],"domain_scores_gemma":[0.99951696,0.00021110161,0.00011490682,0.000072197705,0.00006099869,0.00002382861],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004442183,0.000078459336,0.00016159417,0.000113913055,0.000020524256,0.000014608679,0.00009812094,0.000040289568,0.00007271513],"category_scores_gemma":[0.0010313217,0.0000644526,0.000014540306,0.0012171752,0.00008499267,0.00007720313,0.000037771722,0.00014442066,0.0000035657752],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026954777,0.00031465222,0.2597751,0.000044548597,0.000007702605,0.000099951634,0.0017247607,0.00022431798,0.6509063,0.08133327,0.0002258338,0.005073985],"study_design_scores_gemma":[0.0013570077,0.00017671472,0.8196797,0.0002581423,0.0000026773255,0.00000341225,0.00070887717,0.011969339,0.16506709,0.0005289151,0.00007630876,0.00017184048],"about_ca_topic_score_codex":0.000030305082,"about_ca_topic_score_gemma":0.000005314318,"teacher_disagreement_score":0.5599046,"about_ca_system_score_codex":0.00005369844,"about_ca_system_score_gemma":0.00004487783,"threshold_uncertainty_score":0.26283008},"labels":[],"label_agreement":null},{"id":"W3115942453","doi":"10.1093/geroni/igaa057.242","title":"Mental Health Among Employed Family Caregivers: A Gender-Based Analysis on the Role of Workplace Support","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary; Simon Fraser University","funders":"","keywords":"Mental health; Social support; Mediation; Psychology; Family support; Moderated mediation; Family caregivers; Clinical psychology; Nursing; Social psychology; Medicine; Psychiatry","score_opus":0.07873278333145142,"score_gpt":0.3812252083487301,"score_spread":0.3024924250172787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3115942453","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95934856,0.0000576713,0.00046608577,0.034038577,0.00010341623,0.0005542833,0.000027107833,0.00006348623,0.005340784],"genre_scores_gemma":[0.9915399,0.000008240265,0.00006040533,0.00809293,0.000054663986,0.0000578598,0.00008879426,0.000012279773,0.00008492982],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99830836,0.00026380093,0.0006673822,0.0002084443,0.00028373915,0.00026825763],"domain_scores_gemma":[0.9990265,0.00021318259,0.00042086447,0.00016050175,0.00014745534,0.000031531086],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007296013,0.00011401191,0.00027090823,0.00038143725,0.00040714175,0.000006345024,0.00012958645,0.000046070385,0.00014180997],"category_scores_gemma":[0.000099571545,0.000089827896,0.000052683627,0.0032117073,0.0000471868,0.00006648492,0.00006210861,0.00031564006,0.000012393729],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000394061,0.00002335016,0.9508178,0.000046515866,0.00011268855,6.200324e-7,0.037817962,0.00017027678,0.00015672135,0.0033488537,0.0069630975,0.00050271227],"study_design_scores_gemma":[0.001252394,0.00013226552,0.86311275,0.00022280321,0.00005080145,2.1064253e-8,0.12171104,0.0017347597,0.0002601158,0.00035493515,0.010966698,0.00020143355],"about_ca_topic_score_codex":0.0007478407,"about_ca_topic_score_gemma":0.00023809995,"teacher_disagreement_score":0.08770506,"about_ca_system_score_codex":0.00015602207,"about_ca_system_score_gemma":0.00016548939,"threshold_uncertainty_score":0.36630753},"labels":[],"label_agreement":null},{"id":"W3116020861","doi":"10.1093/geroni/igaa057.2488","title":"Conceptualizing the Shelter and Housing Needs and Solutions of Older People Experiencing Homelessness","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Psychosocial; Thematic analysis; Supportive housing; Gerontology; Social needs; Intervention (counseling); Mental health; Older people; Housing First; Psychology; Sociology; Economic growth; Medicine; Qualitative research; Mental illness; Psychiatry; Health care","score_opus":0.08154076277683528,"score_gpt":0.38452266688489706,"score_spread":0.3029819041080618,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3116020861","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99226624,0.00039768795,0.005131831,0.0015529125,0.00012672301,0.00022225246,0.000002272927,0.000032075706,0.00026803458],"genre_scores_gemma":[0.9991657,0.000032348213,0.000084910105,0.00053193705,0.00012328167,0.000039717434,0.0000042906277,0.0000125200995,0.000005299979],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9989495,0.0001426875,0.00046362667,0.00012424568,0.00010629915,0.0002136219],"domain_scores_gemma":[0.9993434,0.00023517772,0.00017914685,0.00007220776,0.00014558382,0.000024497089],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048985134,0.00007797041,0.00024178604,0.00013343846,0.0005309928,0.000019897412,0.000059432812,0.00006571703,0.000027251806],"category_scores_gemma":[0.0001402354,0.00006412433,0.0000091926895,0.0012785991,0.000091368,0.00018615663,0.00011809684,0.00024389029,0.0000012038365],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002848122,0.0000040579102,0.2686955,0.000115831324,0.0000035460487,3.5856414e-7,0.7037352,0.000012014529,0.0013683707,0.023897627,0.0000057724747,0.0021588802],"study_design_scores_gemma":[0.00039169574,0.0000066288653,0.10788093,0.00022020144,0.000004394022,7.1988275e-8,0.88968843,0.0010122992,0.00018962848,0.00033405254,0.00018506266,0.00008659315],"about_ca_topic_score_codex":0.00050809135,"about_ca_topic_score_gemma":0.0006857827,"teacher_disagreement_score":0.18595327,"about_ca_system_score_codex":0.000027315078,"about_ca_system_score_gemma":0.00005281564,"threshold_uncertainty_score":0.40840212},"labels":[],"label_agreement":null},{"id":"W3116104756","doi":"10.1093/geroni/igaa057.1408","title":"The Effect of Neighborhood Experiences on Positive Mental Health Among Community-Dwelling Older Adults","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Psychosocial; Mental health; Psychology; Psychological intervention; Social support; Gerontology; Scale (ratio); Ethnic group; Life satisfaction; Operationalization; Social engagement; Social psychology; Medicine; Psychiatry; Geography; Sociology","score_opus":0.02099368477088259,"score_gpt":0.3465577675531619,"score_spread":0.32556408278227933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3116104756","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.970212,0.000084219384,0.000064641965,0.026117602,0.00024708585,0.00036163026,0.0000028344566,0.000023050778,0.0028869323],"genre_scores_gemma":[0.995664,0.000031624906,0.000013353054,0.0041709654,0.00007314937,0.000020709578,0.000007615329,0.000004719208,0.000013834523],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9983541,0.0006878208,0.0003740832,0.000089150766,0.00025227774,0.00024257183],"domain_scores_gemma":[0.9988762,0.00076375564,0.00019285726,0.00007193354,0.00005029674,0.000044957465],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017954079,0.0000664189,0.00013498183,0.000060190683,0.001144738,0.00004839129,0.00017424519,0.000030183865,0.0000172825],"category_scores_gemma":[0.00040172925,0.000050584287,0.000019576295,0.0007771313,0.00014800025,0.00011523922,0.000028007978,0.00026426342,0.0000017888963],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005291242,0.000016801157,0.29995927,0.00008461258,0.0000049414275,4.2304674e-7,0.67284846,0.00001987196,0.0000020440941,0.01347308,0.00038403348,0.013153558],"study_design_scores_gemma":[0.0010943491,0.000380795,0.31821242,0.0011955098,0.0000016137034,1.3319844e-7,0.6755535,0.0008151471,0.0010078416,0.00016403318,0.0014048989,0.0001697897],"about_ca_topic_score_codex":0.0062654465,"about_ca_topic_score_gemma":0.00096924056,"teacher_disagreement_score":0.025452027,"about_ca_system_score_codex":0.000097902834,"about_ca_system_score_gemma":0.000078782985,"threshold_uncertainty_score":0.9471523},"labels":[],"label_agreement":null},{"id":"W3116116006","doi":"10.1093/geroni/igaa057.2486","title":"Reframing Aging-in-the-Right-Place for Housing Insecure Older Adults","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cognitive reframing; Affordable housing; Scholarship; Aging in place; Life course approach; Gerontology; Psychological intervention; Psychological resilience; Psychology; Political science; Economic growth; Sociology; Public relations; Medicine; Social psychology; Economics","score_opus":0.021291245696357732,"score_gpt":0.3027435924102114,"score_spread":0.2814523467138537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3116116006","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96500236,0.00021468132,0.0065477346,0.025212146,0.00028030662,0.00053804304,0.000002584472,0.000087515065,0.0021146324],"genre_scores_gemma":[0.995663,0.000026953185,0.00069720583,0.0028357387,0.0006143708,0.000048387214,0.000011966046,0.000011736902,0.000090628106],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986937,0.00010524339,0.0003971763,0.00024580496,0.00027619244,0.0002818903],"domain_scores_gemma":[0.99932796,0.00021812264,0.0001680806,0.00008556758,0.00018078409,0.000019485457],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001178635,0.00010428841,0.00013548197,0.00021362862,0.00050518767,0.00011992665,0.00018708162,0.000057310033,0.000018542658],"category_scores_gemma":[0.00052393985,0.000094753734,0.000024701929,0.0019442639,0.000060730432,0.00031293294,0.000022291428,0.0001842713,0.0000038775243],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010247354,0.00002251267,0.02490925,0.000061526334,0.0000053679573,0.00000551299,0.9364327,0.00007063263,0.00004136317,0.03159344,0.004071458,0.0027759848],"study_design_scores_gemma":[0.0063843783,0.000120119505,0.23510945,0.0018752024,0.00004645618,0.0000028290776,0.23796673,0.00923435,0.001008377,0.020058049,0.4865197,0.0016743722],"about_ca_topic_score_codex":0.0031418144,"about_ca_topic_score_gemma":0.018947003,"teacher_disagreement_score":0.69846594,"about_ca_system_score_codex":0.00008092545,"about_ca_system_score_gemma":0.000089943074,"threshold_uncertainty_score":0.99895465},"labels":[],"label_agreement":null},{"id":"W3116188649","doi":"10.1093/geroni/igaa057.141","title":"The Impact of Changing the CMS Nursing Home Compare 5-Star Ratings on the Use of Antipsychotics","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Quarter (Canadian coin); Medicaid; Ethnic group; Dementia; Demography; Gerontology; Nursing homes; Minimum Data Set; Health care; Geography; Disease; Nursing; Internal medicine","score_opus":0.17639414098556963,"score_gpt":0.43694938854971016,"score_spread":0.2605552475641405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3116188649","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9765899,0.000055322507,0.00061525137,0.021576837,0.00046579872,0.0004320325,0.000010203275,0.000023496928,0.00023115682],"genre_scores_gemma":[0.99897546,0.000012300494,0.00010539159,0.0006784697,0.0001676777,0.000009717434,0.000009568622,0.000014629309,0.000026801823],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9984537,0.00027141173,0.0006636359,0.00011640416,0.00021802301,0.00027683258],"domain_scores_gemma":[0.99737066,0.001505933,0.0005536469,0.00025199619,0.00030191772,0.000015859712],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00094398984,0.00010135299,0.00018207694,0.00017144608,0.00059999956,0.000024135994,0.00019629083,0.000040723386,0.000020471838],"category_scores_gemma":[0.0004942771,0.000050610954,0.000051659874,0.0024744137,0.00010217576,0.00008349365,0.000031863412,0.00046117956,0.0000037690645],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009119498,0.00018752986,0.23368436,0.00033527002,0.00014959037,0.0000030375636,0.55918795,0.0058830213,0.016220747,0.081466235,0.076032326,0.025937974],"study_design_scores_gemma":[0.0023199013,0.00039015312,0.65749556,0.0050168247,0.00005773018,0.0000028436975,0.27880237,0.04251505,0.00257803,0.004744629,0.005580005,0.0004968871],"about_ca_topic_score_codex":0.0001400847,"about_ca_topic_score_gemma":0.000007804074,"teacher_disagreement_score":0.4238112,"about_ca_system_score_codex":0.000091674025,"about_ca_system_score_gemma":0.000106084386,"threshold_uncertainty_score":0.46147722},"labels":[],"label_agreement":null},{"id":"W3116190616","doi":"10.1093/geroni/igaa057.3478","title":"Learning Together During a Pandemic Lockdown: Connecting Older Mentors with Nursing Students","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Phone; Psychology; Counterpoint; Nurse education; Nursing; Older people; Medical education; Medicine; Pedagogy; Gerontology","score_opus":0.049808736995940385,"score_gpt":0.4001407766544057,"score_spread":0.3503320396584653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3116190616","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98852867,0.000075543685,0.0033049183,0.0015219388,0.00013736548,0.00018666884,2.8081737e-7,0.00018321715,0.006061371],"genre_scores_gemma":[0.99851686,6.252534e-7,0.00018019805,0.00036344418,0.00012720264,0.000027121057,0.000005238817,0.000032290496,0.0007470241],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99839896,0.00017171704,0.00036005667,0.00038727792,0.00026927612,0.00041272506],"domain_scores_gemma":[0.9995074,0.000086502885,0.00014848486,0.00012262641,0.00009234904,0.000042591204],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005546337,0.00013503173,0.00017922629,0.00029650828,0.0001899556,0.00005793156,0.00018139424,0.00008360295,0.0002904791],"category_scores_gemma":[0.000113422255,0.00013063713,0.000015167109,0.0012303863,0.00005431763,0.00011730264,0.000046724006,0.00069513865,0.000057817393],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000090479094,0.000056651337,0.9144654,0.0000208511,0.00004862128,0.000044659315,0.07169295,0.00026280043,0.0010066258,0.0004181652,0.000063356776,0.011829385],"study_design_scores_gemma":[0.005312279,0.00021676451,0.89889705,0.00078574073,0.000020389782,0.00010572311,0.09179303,0.0007700275,0.0009237118,0.00010725805,0.0005392852,0.00052873354],"about_ca_topic_score_codex":0.0000628471,"about_ca_topic_score_gemma":0.000009814351,"teacher_disagreement_score":0.020100078,"about_ca_system_score_codex":0.00011981979,"about_ca_system_score_gemma":0.000022463362,"threshold_uncertainty_score":0.5327227},"labels":[],"label_agreement":null},{"id":"W3116266545","doi":"10.1093/geroni/igaa057.1662","title":"Insular and Hippocampal Connectivity Is Associated With Perceived Financial Exploitation in Older Adults","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Insula; Hippocampal formation; Temporal lobe; Hippocampus; Frontal lobe; Psychology; Prefrontal cortex; Functional connectivity; Parietal lobe; Occipital lobe; Temporal cortex; Neuroscience; Audiology; Internal medicine; Medicine; Epilepsy; Cognition","score_opus":0.024731256195888215,"score_gpt":0.27850421623101285,"score_spread":0.2537729600351246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3116266545","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99525064,0.000031310523,0.00021455101,0.0037712692,0.00003596179,0.00020897436,0.0000015056784,0.000039609633,0.00044616484],"genre_scores_gemma":[0.99800485,0.000025791125,0.00005872696,0.0018172938,0.00005399627,0.000018087214,0.00000732473,0.00000619593,0.0000077516615],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99913824,0.000119980214,0.0001998247,0.00019373698,0.00018711093,0.00016110168],"domain_scores_gemma":[0.9996158,0.000110624555,0.00008574943,0.00003551191,0.00012887639,0.000023436325],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038106713,0.000067853936,0.000113074224,0.00016583518,0.000120900244,0.000039546394,0.000048925423,0.00006838632,0.000025661793],"category_scores_gemma":[0.00093667815,0.0000724726,0.0000070542646,0.0019511628,0.00005095178,0.00034746458,0.000011861818,0.00015960023,0.0000018296771],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059902628,0.000059343743,0.5784053,0.00001577283,0.000005254752,0.000014567499,0.40663883,0.000016365768,0.0008686357,0.0016065516,0.00012004803,0.012189375],"study_design_scores_gemma":[0.0016515176,0.00004768411,0.98493814,0.00046496102,0.0000027349583,2.0402057e-7,0.0106936395,0.0005709868,0.00031312948,0.0010610059,0.00010331197,0.00015266908],"about_ca_topic_score_codex":0.00079257763,"about_ca_topic_score_gemma":0.0036714638,"teacher_disagreement_score":0.4065328,"about_ca_system_score_codex":0.00008497763,"about_ca_system_score_gemma":0.00011319799,"threshold_uncertainty_score":0.29553467},"labels":[],"label_agreement":null},{"id":"W3116275648","doi":"10.1093/geroni/igaa057.1461","title":"A Preliminary Analysis of Hearing Loss and Its Association With Mild Cognitive Impairment","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Presbycusis; Hearing loss; Medicine; Montreal Cognitive Assessment; Cognition; Geriatrics; Gerontology; Population; Outpatient clinic; Cognitive impairment; Audiology; Psychiatry; Environmental health","score_opus":0.04063701018049398,"score_gpt":0.30413425763271973,"score_spread":0.26349724745222575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3116275648","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9971257,0.000009392575,0.00065637217,0.0019057773,0.000015552372,0.0001660928,0.0000050832264,0.000019204634,0.00009682905],"genre_scores_gemma":[0.99935615,0.0000036798992,0.00011423707,0.0004823182,0.000011345305,0.000012007909,0.0000041935145,0.0000047739554,0.000011265824],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99918973,0.00005794806,0.00026769238,0.00019319855,0.00019520335,0.00009622646],"domain_scores_gemma":[0.99939454,0.00026699583,0.00016627127,0.00003291337,0.00012248024,0.000016787855],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030712044,0.000053488988,0.00012551305,0.0003529084,0.000041927495,0.00001913213,0.000027992353,0.000028522185,0.0000056218546],"category_scores_gemma":[0.0006845742,0.000049082886,0.000013497817,0.0031809167,0.000017899385,0.00015910395,0.000024814846,0.00009297161,9.3290805e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010732254,0.00006141102,0.85650635,0.00010397862,0.000045496203,0.00000442767,0.011477598,0.002352192,0.12685673,0.0014032181,0.0000039988286,0.0010772774],"study_design_scores_gemma":[0.0004280289,0.00015629399,0.92530996,0.000095186784,0.00004202059,4.722598e-7,0.00041515025,0.030272732,0.04316939,0.000041614607,0.0000033497251,0.00006580503],"about_ca_topic_score_codex":0.000021247697,"about_ca_topic_score_gemma":0.0000014622146,"teacher_disagreement_score":0.08368734,"about_ca_system_score_codex":0.00005717786,"about_ca_system_score_gemma":0.000021896432,"threshold_uncertainty_score":0.2001542},"labels":[],"label_agreement":null},{"id":"W3116289435","doi":"10.1093/geroni/igaa057.2594","title":"Improving the Driving of Community-Dwelling Older Canadians: A Randomized Controlled Trial","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; McMaster University","funders":"","keywords":"Randomized controlled trial; Medicine; Baseline (sea); Intervention (counseling); Gerontology; Physical therapy; Nursing; Internal medicine; Political science","score_opus":0.052740084507580484,"score_gpt":0.3678689670920314,"score_spread":0.3151288825844509,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3116289435","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96683615,0.00007911517,0.008637904,0.01631272,0.0008022571,0.0051898183,0.0000022429385,0.00008427426,0.0020555079],"genre_scores_gemma":[0.99417824,0.000008274065,0.0002251263,0.0043543433,0.0003324943,0.00074537104,0.000005563692,0.000024816633,0.00012575618],"study_design_codex":"qualitative","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99450135,0.0027385522,0.0019912927,0.00014281353,0.0002573374,0.00036864643],"domain_scores_gemma":[0.9903434,0.00782835,0.0010878729,0.00026864317,0.00043802185,0.000033738987],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0073339585,0.00016502908,0.001049306,0.00030325755,0.00094562984,0.000018775008,0.00029202126,0.00008871287,0.000054826913],"category_scores_gemma":[0.013336509,0.00011465721,0.00010037668,0.0013169479,0.00012759758,0.0001362981,0.00015396792,0.0013700983,0.0000073364636],"study_design_candidate":"randomized_trial","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.20391138,0.00018046307,0.090321176,0.0014252873,0.00067060126,0.000006224128,0.6752038,0.0010407876,0.0037608861,0.015843675,0.0026766877,0.004959039],"study_design_scores_gemma":[0.9552807,0.00002683926,0.002419993,0.0006823901,0.000054459415,1.7014152e-7,0.03301189,0.007716184,0.000048584538,0.00044365376,0.00016525875,0.00014983551],"about_ca_topic_score_codex":0.009594975,"about_ca_topic_score_gemma":0.0054207235,"teacher_disagreement_score":0.75136936,"about_ca_system_score_codex":0.00011997834,"about_ca_system_score_gemma":0.0003004588,"threshold_uncertainty_score":0.9970002},"labels":[],"label_agreement":null},{"id":"W3116330001","doi":"10.1093/geroni/igaa057.2597","title":"Evaluating Older Drivers in Their Everyday Driving Environments","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; McMaster University; McGill University","funders":"","keywords":"Schedule; Destinations; Competence (human resources); Transport engineering; Applied psychology; Computer science; Engineering; Psychology; Geography; Social psychology; Tourism","score_opus":0.11809178007914362,"score_gpt":0.4305702037469771,"score_spread":0.31247842366783346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3116330001","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9892435,0.000020187746,0.0017611794,0.0065298667,0.00034326746,0.00056113466,0.0000018971475,0.00007734456,0.0014616023],"genre_scores_gemma":[0.9953106,0.000011992296,0.0008605541,0.003301613,0.00015376795,0.00010276943,0.000010373503,0.000028345077,0.0002200048],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976819,0.00032891554,0.0008935613,0.00036371086,0.00028465703,0.00044723056],"domain_scores_gemma":[0.99899685,0.00045102325,0.00029611948,0.00016747895,0.00005732776,0.000031197156],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011937867,0.00016221183,0.00023708193,0.00034442343,0.000283653,0.000010645284,0.00016278139,0.000087877495,0.00015746141],"category_scores_gemma":[0.0011115113,0.00016199236,0.000019053812,0.0014898838,0.000035478028,0.00028000324,0.00024021321,0.0007199106,0.00011800461],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000017637702,0.000018178565,0.94328207,0.00006727738,0.000008842893,0.0000034017116,0.045716852,0.0005893439,0.0056419084,0.00016397824,0.00036897254,0.0041374406],"study_design_scores_gemma":[0.0012490811,0.000016107577,0.97822124,0.0008057004,0.0000029904902,1.5832835e-7,0.011193339,0.0064229886,0.00026260433,0.0002879363,0.0013592594,0.00017858675],"about_ca_topic_score_codex":0.000053962707,"about_ca_topic_score_gemma":0.00016109316,"teacher_disagreement_score":0.034939207,"about_ca_system_score_codex":0.00036382867,"about_ca_system_score_gemma":0.000076812474,"threshold_uncertainty_score":0.66058564},"labels":[],"label_agreement":null},{"id":"W3116344698","doi":"10.1093/geroni/igaa057.2722","title":"Feasibility Study of a Digital Screen-Based Calming Device for Managing BPSD During Care","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Evening; Morning; Dementia; Checklist; Medicine; Duration (music); Psychology; Internal medicine; Disease","score_opus":0.1472510409814065,"score_gpt":0.4429892889862068,"score_spread":0.2957382480048003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3116344698","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9940662,0.00004271134,0.0032172103,0.00072356535,0.00012880152,0.0010192081,0.000024698762,0.000057574503,0.00072003755],"genre_scores_gemma":[0.99889934,9.7010265e-8,0.00017581279,0.0007280471,0.00006356954,0.00006583566,0.000037761885,0.00001668858,0.000012856044],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987273,0.000036988517,0.00055288273,0.0003301388,0.00013927768,0.00021339722],"domain_scores_gemma":[0.99935937,0.00011867698,0.00017566117,0.00017724773,0.00013555086,0.000033475055],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023162326,0.00010101041,0.00017328445,0.00025316823,0.00008238139,0.0000221289,0.00010948932,0.000033020555,0.000018026669],"category_scores_gemma":[0.00010867031,0.00011586975,0.000024381832,0.0011613707,0.000015740128,0.00012179339,0.00004126565,0.00012698058,0.0000029601276],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027683645,0.00023991715,0.9567002,0.0007648826,0.000012646743,0.000009684843,0.02840259,0.00028759474,0.0006436642,0.0005454774,0.000010756471,0.012105737],"study_design_scores_gemma":[0.0111526,0.00060724444,0.8295017,0.00029428434,0.000023835657,0.0000015106367,0.1532684,0.0023137538,0.0017914063,0.00021382082,0.00044065533,0.00039079666],"about_ca_topic_score_codex":0.0005621767,"about_ca_topic_score_gemma":0.00018842297,"teacher_disagreement_score":0.12719852,"about_ca_system_score_codex":0.00026807995,"about_ca_system_score_gemma":0.00008916758,"threshold_uncertainty_score":0.47250313},"labels":[],"label_agreement":null},{"id":"W3116363753","doi":"10.1093/geroni/igaa057.796","title":"Using the Conversation Starter Kit in Canada to Promote Resident Care Planning Discussions in Long-Term Care","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; McMaster University","funders":"","keywords":"Conversation; Thematic analysis; Advance care planning; Content analysis; Psychology; Perception; Descriptive statistics; Long-term care; Family member; Medicine; Qualitative research; Nursing; Medical education; Family medicine; Palliative care; Communication; Sociology","score_opus":0.13606322973153814,"score_gpt":0.41375866478576173,"score_spread":0.27769543505422356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3116363753","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9935357,0.00028810374,0.0006390979,0.004966146,0.000088702815,0.00036274892,0.0000067863193,0.0000073553915,0.000105355575],"genre_scores_gemma":[0.9983382,0.0000041427274,0.00040673534,0.001105331,0.000053451546,0.00001224024,0.00006666305,0.00000918292,0.0000040350487],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990619,0.000037461083,0.00039337826,0.00015561987,0.00020942773,0.00014220715],"domain_scores_gemma":[0.999597,0.00003382531,0.000087546396,0.00009809377,0.00015523222,0.000028276336],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000096235875,0.00008145805,0.00015857043,0.0002354364,0.00002561496,0.0000099156105,0.000058946232,0.00002621822,0.000012470616],"category_scores_gemma":[0.00017237735,0.00006291651,0.0000102142085,0.0012032496,0.0000111648715,0.000080580256,0.00003417712,0.00018496283,5.187505e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027196944,0.0000025978236,0.8517689,0.00015165456,0.0000038058024,0.000059059497,0.14236307,0.001956784,0.002270648,0.000019865256,0.000039096227,0.0013373251],"study_design_scores_gemma":[0.00091443985,0.000029850224,0.8531018,0.00400999,0.000008592487,0.0000010470862,0.13234432,0.0012271391,0.007806362,0.000008317487,0.00043308135,0.00011508012],"about_ca_topic_score_codex":0.19309331,"about_ca_topic_score_gemma":0.31727225,"teacher_disagreement_score":0.12417893,"about_ca_system_score_codex":0.00082618603,"about_ca_system_score_gemma":0.0004272066,"threshold_uncertainty_score":0.81227994},"labels":[],"label_agreement":null},{"id":"W3116435238","doi":"10.1093/geroni/igaa057.100","title":"Identity Theft Among Older Adults: Risk and Protective Factors","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Identity theft; Identity (music); Psychological intervention; Commission; Psychology; Business; Finance; Internet privacy; Psychiatry","score_opus":0.021643145087868396,"score_gpt":0.29899895402319565,"score_spread":0.27735580893532724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3116435238","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.995104,0.000046082445,0.0025636356,0.00082370534,0.00005929262,0.0002768563,0.0000013918516,0.00005872311,0.0010662975],"genre_scores_gemma":[0.99955213,0.000047690664,0.000047996928,0.00023559952,0.00008424736,0.000013524285,0.0000015696171,0.0000049252944,0.00001232405],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992932,0.00009845587,0.00016308702,0.00015581601,0.00016503417,0.000124394],"domain_scores_gemma":[0.9996934,0.000059012757,0.00009706391,0.00004069093,0.00008549717,0.00002432069],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003280683,0.000053782067,0.00007025931,0.00010801118,0.00022439535,0.00007105194,0.00007437277,0.000043835003,0.000037244943],"category_scores_gemma":[0.00053856825,0.000052389834,0.000010137251,0.001380128,0.000075017946,0.000595138,0.000026361486,0.00017940784,0.0000035762714],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000032930193,0.0000067536334,0.8543727,0.000008930985,0.0000041390767,0.0000010153828,0.13765424,0.0000026598796,0.00009054787,0.002010486,0.000031950844,0.0058132885],"study_design_scores_gemma":[0.0003715153,0.000015319652,0.9639961,0.00020493925,0.0000041771896,6.111564e-8,0.029134026,0.00013249338,0.0011677578,0.004430418,0.0004096829,0.00013352375],"about_ca_topic_score_codex":0.0042548925,"about_ca_topic_score_gemma":0.0032540471,"teacher_disagreement_score":0.109623395,"about_ca_system_score_codex":0.000034843702,"about_ca_system_score_gemma":0.00003024832,"threshold_uncertainty_score":0.64321536},"labels":[],"label_agreement":null},{"id":"W3116474996","doi":"10.1093/geroni/igaa057.1286","title":"The Impact of Conscientiousness on Participant Drop-Out: A Novel Method for Estimating Missingness","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Conscientiousness; Missing data; Psychology; Demography; Population; Attrition; Clinical psychology; Personality; Medicine; Big Five personality traits; Statistics; Social psychology","score_opus":0.2546083000379494,"score_gpt":0.5202825570575206,"score_spread":0.2656742570195712,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3116474996","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34904224,0.00002885261,0.6453719,0.0037908899,0.00030201356,0.00025408354,0.000008114005,0.000029995746,0.0011719259],"genre_scores_gemma":[0.98131394,5.3589513e-8,0.018117264,0.00024233268,0.00007501902,0.000078772384,0.0000063550615,0.000012461121,0.00015380511],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99872166,0.00011749506,0.0004748558,0.0002335067,0.00013052711,0.0003219552],"domain_scores_gemma":[0.99841297,0.00094449247,0.00022028023,0.00017201377,0.00021980898,0.00003043212],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018960232,0.00008918336,0.00018038233,0.00015072942,0.000177508,0.00004021223,0.00017758267,0.000050531653,0.000028433804],"category_scores_gemma":[0.0011822339,0.00006397546,0.000043642693,0.0008589776,0.000108454195,0.00004158513,0.000029312723,0.00019781904,0.0000075780704],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015528497,0.00083240785,0.080714956,0.0002988475,0.00059814466,0.000022592822,0.1903186,0.014822103,0.087605715,0.27532762,0.008986096,0.33892006],"study_design_scores_gemma":[0.0045845206,0.00056115096,0.036605597,0.0002626838,0.00003292124,0.000019466765,0.012320027,0.9359456,0.0036234462,0.0049735704,0.000680131,0.00039093583],"about_ca_topic_score_codex":0.00013838345,"about_ca_topic_score_gemma":0.000008962623,"teacher_disagreement_score":0.92112345,"about_ca_system_score_codex":0.000034967048,"about_ca_system_score_gemma":0.00009577199,"threshold_uncertainty_score":0.26088434},"labels":[],"label_agreement":null},{"id":"W3116540400","doi":"10.1093/geroni/igaa057.3524","title":"An Exploration of Online Exercise Participation of Older Manitobans During the COVID-19 Pandemic","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Feeling; Coronavirus disease 2019 (COVID-19); Pandemic; Psychology; Online community; The Internet; Medical education; Computer-assisted web interviewing; Online chat; Medicine; Applied psychology; Gerontology; Social psychology; Computer science; World Wide Web; Business; Marketing","score_opus":0.24315330112228334,"score_gpt":0.47257895999301147,"score_spread":0.22942565887072813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3116540400","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9850935,0.00003875513,0.011365544,0.0029329357,0.00013782785,0.00032317938,0.000014049998,0.000038332655,0.00005588068],"genre_scores_gemma":[0.9974085,0.000014994559,0.00008501647,0.0022710199,0.00007497112,0.000048219037,0.00007194405,0.000009413253,0.000015909494],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988974,0.00009477721,0.000589147,0.0001620202,0.00013438232,0.0001222886],"domain_scores_gemma":[0.99936366,0.00007198166,0.00028106335,0.00016597801,0.00007892658,0.000038369162],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039882405,0.00006686749,0.00012217995,0.00017570013,0.000049932394,0.0000055073365,0.000098056706,0.000042494976,0.000100567486],"category_scores_gemma":[0.00009011236,0.000060050806,0.000013964014,0.0010279296,0.000035292825,0.00027222044,0.000017489752,0.00011368481,0.0000038562407],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024328046,0.00032226325,0.8533111,0.00052479503,0.00001001603,0.0000031557292,0.08933244,0.0021778417,0.03120193,0.006556339,0.00007937302,0.016237434],"study_design_scores_gemma":[0.0026438122,0.00016372616,0.95959824,0.00014439921,0.000020878017,0.000002358071,0.026098108,0.0022955697,0.006598649,0.0012901642,0.0009567694,0.00018731144],"about_ca_topic_score_codex":0.0007527866,"about_ca_topic_score_gemma":0.00038338927,"teacher_disagreement_score":0.10628712,"about_ca_system_score_codex":0.0001267381,"about_ca_system_score_gemma":0.000107308726,"threshold_uncertainty_score":0.24488008},"labels":[],"label_agreement":null},{"id":"W3116594880","doi":"10.1093/geroni/igaa057.3236","title":"A Community-Based Workshop on Addressing Dementia-Related Stigma: First Insights From a Rural Community","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta; University of Saskatchewan; University of Regina","funders":"","keywords":"Dementia; Stigma (botany); Focus group; Thematic analysis; Psychological intervention; Psychology; Social stigma; Psychiatry; Qualitative research; Clinical psychology; Gerontology; Medicine; Disease; Family medicine; Sociology","score_opus":0.14852290519878314,"score_gpt":0.3913642998944125,"score_spread":0.24284139469562938,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3116594880","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9897118,0.0001485171,0.0003248957,0.004674151,0.00036493174,0.00034892562,0.000011274219,0.00014150367,0.0042739627],"genre_scores_gemma":[0.99118555,0.0000014401769,0.00015685652,0.007645804,0.000056710196,0.000070622875,0.0008352737,0.000023800003,0.00002391791],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979273,0.0008734528,0.00063749676,0.00015049026,0.00017028366,0.00024099769],"domain_scores_gemma":[0.99868804,0.0005747309,0.00027140806,0.00035362437,0.00005965906,0.00005253659],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034033062,0.0001823894,0.00021528207,0.00029319563,0.0010276391,0.00007313913,0.00030386698,0.00011924086,0.00029942745],"category_scores_gemma":[0.00006777796,0.00018277121,0.000027049462,0.0016568316,0.000060773473,0.00016976063,0.00008631976,0.0013520652,0.00008587583],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014959692,0.004797891,0.62187153,0.0005841302,0.0005731849,0.00015008019,0.2361607,0.0020431217,0.0024465371,0.016704282,0.006055067,0.1071175],"study_design_scores_gemma":[0.018414592,0.00046771616,0.90224165,0.0045484817,0.0001014505,0.0000021675917,0.053581886,0.006648734,0.00281909,0.005613489,0.004468705,0.0010920361],"about_ca_topic_score_codex":0.002970322,"about_ca_topic_score_gemma":0.0005281719,"teacher_disagreement_score":0.28037012,"about_ca_system_score_codex":0.00012130596,"about_ca_system_score_gemma":0.000019181745,"threshold_uncertainty_score":0.79038733},"labels":[],"label_agreement":null},{"id":"W3116619609","doi":"10.1093/geroni/igaa057.2006","title":"Impact of Age Views on Cognition: Experimental, Longitudinal, and Ecological Momentary Findings","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Cognition; Psychology; Longitudinal study; Stereotype (UML); Developmental psychology; Social cognition; Social psychology; Medicine; Neuroscience","score_opus":0.1957116630854836,"score_gpt":0.4574610717782489,"score_spread":0.2617494086927653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3116619609","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99120224,0.00012518381,0.00007528272,0.0014706246,0.000064756256,0.00014995091,0.000004532048,0.000023620372,0.00688379],"genre_scores_gemma":[0.99899834,0.0000020243058,0.00007050093,0.0007400565,0.000043543605,0.000032684522,0.000027493053,0.0000067203246,0.00007862694],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99910843,0.00007802145,0.0003031212,0.00023665144,0.00009844442,0.00017532015],"domain_scores_gemma":[0.99968606,0.000095126394,0.00006914167,0.00008235853,0.00003640593,0.000030893105],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00025613152,0.00008866826,0.00017002937,0.00020663353,0.000045670415,0.000013117339,0.00007139188,0.00006260325,0.0010966625],"category_scores_gemma":[0.000051680705,0.000078463105,0.000023625542,0.00058231235,0.000103946426,0.000060447892,0.00004215733,0.00021524189,0.000036636444],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035215935,0.0005614548,0.94961256,0.000031055228,0.00010953365,0.00021337517,0.014764465,0.0000130320195,0.012325895,0.0065918495,0.012523533,0.0029010875],"study_design_scores_gemma":[0.0013425768,0.000850479,0.992924,0.000041585532,0.0000049191117,0.000015826197,0.002286835,0.00006032718,0.0019001912,0.0002536294,0.00019257543,0.00012708512],"about_ca_topic_score_codex":0.000044233704,"about_ca_topic_score_gemma":0.0000026464359,"teacher_disagreement_score":0.04331141,"about_ca_system_score_codex":0.000045503282,"about_ca_system_score_gemma":0.000012119371,"threshold_uncertainty_score":0.9998165},"labels":[],"label_agreement":null},{"id":"W3116626272","doi":"10.1093/geroni/igaa057.1540","title":"Urban Environmental Barriers and Facilities to Mobility and Participation for Older Mobility Device Users","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval; Simon Fraser University; University of British Columbia","funders":"","keywords":"Built environment; Photovoice; Audit; Aging in place; Psychology; Business; Applied psychology; Gerontology; Engineering; Medicine","score_opus":0.03991533982031749,"score_gpt":0.31553343376023013,"score_spread":0.27561809393991266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3116626272","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9954952,0.000034770223,0.0012674346,0.00239859,0.00003842725,0.0005737654,0.00003666222,0.00003291161,0.00012226106],"genre_scores_gemma":[0.9988357,0.000002106855,0.00024387466,0.0007381622,0.000042044936,0.000082292994,0.000013404005,0.0000040267346,0.0000383863],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990542,0.000049217128,0.00030139557,0.00028861003,0.00013476748,0.0001718069],"domain_scores_gemma":[0.9996785,0.00008195393,0.000052697786,0.000059626553,0.00003332304,0.00009389629],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007404117,0.000073265284,0.000104816434,0.000051928077,0.00021855268,0.00005663748,0.000057540008,0.00003792215,0.00006112356],"category_scores_gemma":[0.0003198426,0.00008044689,0.0000116426145,0.00037816542,0.00017076758,0.00038905934,0.000018775092,0.00006603354,7.6854656e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018828654,0.000016240809,0.94814193,0.00004916991,0.000002589741,1.4732292e-7,0.048181318,0.0000119126735,0.00052934507,0.0006102163,0.000051555337,0.00238676],"study_design_scores_gemma":[0.00028164193,0.000019050143,0.9751946,0.000009851365,0.000004773663,1.4182006e-8,0.01784897,0.0003466451,0.0005429484,0.0005930128,0.005045853,0.000112674985],"about_ca_topic_score_codex":0.0004833432,"about_ca_topic_score_gemma":0.00052322756,"teacher_disagreement_score":0.030332346,"about_ca_system_score_codex":0.00007501901,"about_ca_system_score_gemma":0.000038909988,"threshold_uncertainty_score":0.3280529},"labels":[],"label_agreement":null},{"id":"W3116634937","doi":"10.1093/geroni/igaa057.1552","title":"Challenging and Dismantling Ageist Attitudes, Beliefs, and Behaviors Through Intergenerational Programs","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Perception; Psychology; Developmental psychology; Older people; Social psychology; Gerontology; Medicine","score_opus":0.1101846163038946,"score_gpt":0.400926735825948,"score_spread":0.2907421195220534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3116634937","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9827226,0.0007590656,0.0059064245,0.00889472,0.00015825106,0.00015583647,0.0000016333457,0.000071742936,0.0013297437],"genre_scores_gemma":[0.99788976,0.00001277357,0.0011079923,0.0005841071,0.00015731946,0.000048397727,0.000042012893,0.000014069822,0.00014358119],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99898773,0.000053749143,0.00030339856,0.00032408108,0.00010929891,0.00022176694],"domain_scores_gemma":[0.9997281,0.00003859631,0.0000624999,0.0000841819,0.00005588089,0.000030774678],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002951029,0.000100632,0.00012657813,0.0001216743,0.00014712037,0.00005532239,0.000069527705,0.00006788465,0.00004953242],"category_scores_gemma":[0.00003983781,0.00010538763,0.000009104884,0.00044166893,0.00009813481,0.00014339277,0.000074658856,0.00028973666,0.0000078652165],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002691352,0.00009936714,0.8005967,0.000072159906,0.00004163835,0.00006108165,0.04244545,0.00002144023,0.00075401267,0.10457429,0.00039624618,0.050910693],"study_design_scores_gemma":[0.0041067745,0.00039055548,0.9553168,0.00049448013,0.00003234286,0.00015839099,0.019463696,0.0063868053,0.00044456744,0.0025996065,0.009540634,0.0010653642],"about_ca_topic_score_codex":0.00010901354,"about_ca_topic_score_gemma":0.000046854282,"teacher_disagreement_score":0.15472008,"about_ca_system_score_codex":0.000019160145,"about_ca_system_score_gemma":0.000012212529,"threshold_uncertainty_score":0.42975828},"labels":[],"label_agreement":null},{"id":"W3116692761","doi":"10.1093/geroni/igaa057.3116","title":"Evidence-Based Exercise Recommendations for Older Adults With Cognitive Impairments","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Meta-analysis; Cognition; Randomized controlled trial; Intervention (counseling); Medicine; Physical therapy; Cognitive decline; Exercise prescription; Physical medicine and rehabilitation; Gerontology; Psychology; Disease; Dementia; Psychiatry; Internal medicine","score_opus":0.07016246005594992,"score_gpt":0.36779546567680255,"score_spread":0.2976330056208526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3116692761","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92246467,0.00008161843,0.040839694,0.033472523,0.000044265846,0.0024877468,0.000017198208,0.00006888086,0.0005233838],"genre_scores_gemma":[0.9908999,0.00002117755,0.0023667172,0.005643981,0.000060372982,0.0006212409,0.00027106798,0.000018596287,0.00009694324],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99884707,0.00002967242,0.00033091984,0.0002825075,0.00027474968,0.00023506259],"domain_scores_gemma":[0.9987973,0.00016789038,0.000100863974,0.000071347,0.0007976794,0.00006491575],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034393667,0.0001101407,0.00015560891,0.00033327783,0.00007373603,0.000036914982,0.000049702776,0.00003142938,0.00037435166],"category_scores_gemma":[0.00038497912,0.00009696002,0.00002643723,0.0015088314,0.000034898476,0.00027186438,0.000020394293,0.00015139446,0.000018349288],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004418355,0.0005823394,0.64616454,0.00089971925,0.000070715774,0.00005241749,0.0043789935,0.000007236898,0.0010737093,0.00012085818,0.0030148847,0.33921623],"study_design_scores_gemma":[0.034580912,0.0025431607,0.86413753,0.03033915,0.00020300628,0.000011432927,0.013105794,0.010383202,0.042732857,0.000118809105,0.0013094341,0.0005346852],"about_ca_topic_score_codex":0.000011702044,"about_ca_topic_score_gemma":0.0000016528362,"teacher_disagreement_score":0.33868155,"about_ca_system_score_codex":0.000061270504,"about_ca_system_score_gemma":0.0001854881,"threshold_uncertainty_score":0.4098888},"labels":[],"label_agreement":null},{"id":"W3116736521","doi":"10.1093/geroni/igaa057.1997","title":"Ageism Across Cultures and Interest in Geropsychology Among International Students","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Workforce; Psychology; Work (physics); Gerontology; Medicine; Political science; Engineering","score_opus":0.11370103276801558,"score_gpt":0.47614370518088117,"score_spread":0.3624426724128656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3116736521","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98718435,0.00006277076,0.00044381464,0.007163803,0.0004942197,0.00011841592,0.000003125995,0.00003721191,0.004492299],"genre_scores_gemma":[0.9971645,0.0000030839572,0.00007347157,0.0020308674,0.000112254136,0.00003587996,0.000018506633,0.000010406254,0.000551026],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987648,0.00011079597,0.00039364496,0.00034924533,0.00011135136,0.00027012677],"domain_scores_gemma":[0.9996477,0.000057696652,0.000087993,0.000109602304,0.000066351924,0.000030650444],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005343368,0.000096136755,0.00014082076,0.00024881147,0.00003941743,0.00005801107,0.00029062846,0.000111847854,0.00017390943],"category_scores_gemma":[0.00015237836,0.00009774924,0.000010721002,0.000668198,0.00013770012,0.00012647455,0.00016016759,0.00049193285,0.000045454668],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049776212,0.000060318456,0.9558871,0.000005983898,0.000022365115,0.000108311266,0.029268293,0.0000033096328,0.00021009163,0.005267744,0.0012495981,0.007867126],"study_design_scores_gemma":[0.0012575393,0.000026504431,0.99056834,0.000031027725,7.811939e-7,0.000011762461,0.006246994,0.00009382197,0.00003014878,0.00038284497,0.001256112,0.0000941243],"about_ca_topic_score_codex":0.00020571805,"about_ca_topic_score_gemma":0.00030148556,"teacher_disagreement_score":0.034681253,"about_ca_system_score_codex":0.000036965543,"about_ca_system_score_gemma":0.0000064262817,"threshold_uncertainty_score":0.39860982},"labels":[],"label_agreement":null},{"id":"W3116747461","doi":"10.1093/geroni/igaa057.2717","title":"Cultural and Institutional Issues in ACP for Care Home Residents: Perspectives of Loved Ones","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Lesbian; Ethnic group; Psychological intervention; Transgender; Superstition; Focus group; Psychology; Nursing; Medicine; Gender studies; Sociology","score_opus":0.03454670315168273,"score_gpt":0.34960788942606313,"score_spread":0.3150611862743804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3116747461","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9931509,0.00042477343,0.00058435375,0.0046747513,0.000092148046,0.00011348456,0.000008609507,0.000007802617,0.0009431596],"genre_scores_gemma":[0.99879104,0.00006289353,0.0007780417,0.00016818361,0.0001300072,0.000009826813,0.00001947899,0.0000024529952,0.00003809452],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99948454,0.000023932493,0.00018541541,0.000106792584,0.0001259829,0.00007335127],"domain_scores_gemma":[0.9995652,0.00002954872,0.000053441712,0.000019713349,0.0003231219,0.000009014552],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016862158,0.000038718583,0.00007016338,0.000116422,0.00009059856,0.00003529423,0.000052985808,0.000027890424,0.000006128685],"category_scores_gemma":[0.0003042167,0.00004070529,0.000010754997,0.00049142033,0.00007479024,0.0002430422,0.000017173299,0.000046552326,2.5211799e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012840594,0.000008060726,0.08367452,0.00003751271,0.0000041337694,7.305446e-7,0.21181206,0.0005583954,0.0043240897,0.698772,0.00008064358,0.00071500073],"study_design_scores_gemma":[0.0008260944,0.000038319424,0.28031492,0.00024819476,0.0000032839644,3.0267597e-7,0.70379037,0.004962705,0.0005771331,0.0060814493,0.0029399882,0.00021722962],"about_ca_topic_score_codex":0.0010760117,"about_ca_topic_score_gemma":0.0015637904,"teacher_disagreement_score":0.69269055,"about_ca_system_score_codex":0.00009830664,"about_ca_system_score_gemma":0.00007906897,"threshold_uncertainty_score":0.16599135},"labels":[],"label_agreement":null},{"id":"W3116849466","doi":"10.1093/geroni/igaa057.3086","title":"Arts Engagement Programs improves Health in Community-Dwelling Older Adults","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Music Therapy and Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dance; Ballroom; Conversation; Social engagement; Cognition; Gerontology; Cognitive decline; Psychology; The arts; Medicine; Disease; Psychiatry; Internal medicine","score_opus":0.1155383449690663,"score_gpt":0.39374576551061213,"score_spread":0.27820742054154585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3116849466","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97140586,0.00018443145,0.0025766839,0.022680081,0.00038142587,0.0007151388,0.0000013914637,0.00009359625,0.0019613805],"genre_scores_gemma":[0.9752396,0.0000129430855,0.00071300927,0.02372245,0.00013109001,0.00007949664,0.00005680902,0.000016730794,0.00002788659],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9982761,0.00041952386,0.00068642444,0.00020139525,0.00009564998,0.0003208708],"domain_scores_gemma":[0.99942964,0.00007480211,0.00021078475,0.00019874949,0.00004587406,0.0000401206],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019753885,0.00010411137,0.00017974325,0.0002638124,0.00014651683,0.000026224183,0.00013668551,0.000054469725,0.00014634615],"category_scores_gemma":[0.000031245396,0.00011383913,0.000013474101,0.0013382302,0.000021356645,0.000083813495,0.00003449338,0.0008950456,0.000024097919],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001046949,0.00039280317,0.029390097,0.00027651756,0.000011285997,0.000005776125,0.29472047,0.000030286683,0.00014260646,0.028233193,0.0009637818,0.6457285],"study_design_scores_gemma":[0.015267192,0.0013727896,0.6916219,0.003159545,0.000005337672,0.00000855123,0.14955713,0.0043452056,0.000259083,0.0057583284,0.12752523,0.0011196919],"about_ca_topic_score_codex":0.0018373873,"about_ca_topic_score_gemma":0.0004443328,"teacher_disagreement_score":0.6622318,"about_ca_system_score_codex":0.00008884931,"about_ca_system_score_gemma":0.000056855686,"threshold_uncertainty_score":0.4642225},"labels":[],"label_agreement":null},{"id":"W3116857933","doi":"10.1093/geroni/igaa057.2802","title":"One Song, Many Voices: Dementia and The Power of Music","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Music Therapy and Health","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Choir; Dementia; Dignity; Singing; Stigma (botany); Psychology; Social isolation; Loneliness; Quality of life (healthcare); Shame; Gerontology; Developmental psychology; Social psychology; Psychiatry; Psychotherapist; Medicine; Pedagogy; Political science; Disease","score_opus":0.06396149594324872,"score_gpt":0.33741360198927856,"score_spread":0.2734521060460298,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3116857933","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97574866,0.00034576317,0.0025250732,0.012019965,0.00020888224,0.0001608137,0.0000014167841,0.000016113836,0.008973318],"genre_scores_gemma":[0.9887817,0.0000066920306,0.00016716418,0.010920135,0.00006966854,0.000010160391,0.0000024802978,0.0000054720626,0.000036556103],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9993565,0.00006212319,0.00030469493,0.00010758237,0.000075816395,0.00009329705],"domain_scores_gemma":[0.99966097,0.000052782078,0.00013891184,0.00009502296,0.000042306427,0.000009982491],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005476173,0.00004123285,0.00009757413,0.000079313526,0.00003462353,0.000008348739,0.00006454316,0.000031225092,0.0010409636],"category_scores_gemma":[0.000020937254,0.000034632623,0.000008318345,0.00053428113,0.00005479951,0.00004009069,0.000018554047,0.00012872713,0.000011376338],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023895926,0.0000504248,0.03730875,0.000060062997,0.00007373179,0.0000015138505,0.099254854,0.000004222901,0.0011910406,0.8423371,0.0021698042,0.01730957],"study_design_scores_gemma":[0.013001936,0.00024568537,0.8765781,0.0001989781,0.000041931555,0.000004267628,0.0177054,0.0006077656,0.000495908,0.025290255,0.065485075,0.00034470836],"about_ca_topic_score_codex":0.00013218269,"about_ca_topic_score_gemma":0.000019297062,"teacher_disagreement_score":0.83926934,"about_ca_system_score_codex":0.0000052352984,"about_ca_system_score_gemma":0.000012570393,"threshold_uncertainty_score":0.9998722},"labels":[],"label_agreement":null},{"id":"W3116871806","doi":"10.1093/geroni/igaa057.219","title":"Family Caregivers’ Decision-Support Needs Beyond the Decision Aid","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Thematic analysis; Situational ethics; Decision quality; Dementia; Advance care planning; Psychology; Decision support system; Family caregivers; Affect (linguistics); Quality (philosophy); Cognition; Situation awareness; Nursing; Medicine; Disease; Qualitative research; Social psychology; Computer science; Palliative care; Patient satisfaction; Engineering","score_opus":0.10564309450489938,"score_gpt":0.38931796377616285,"score_spread":0.28367486927126345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3116871806","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95886153,0.00044310073,0.023947507,0.005552601,0.0003032783,0.00019811431,0.000005766661,0.000039995364,0.010648115],"genre_scores_gemma":[0.98455167,0.0001227245,0.0073491265,0.0076770782,0.00017254961,0.0000071337968,0.000031413976,0.00001401513,0.00007430082],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99879116,0.00001907751,0.0005007702,0.0001625014,0.000382146,0.00014436584],"domain_scores_gemma":[0.99895746,0.0003386742,0.0001381566,0.00019189114,0.00033513954,0.000038709033],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033146146,0.00010591986,0.00021843544,0.0003465395,0.00004748389,0.000015521939,0.00013261255,0.000057461948,0.000091025286],"category_scores_gemma":[0.00082533987,0.00007821787,0.00004197474,0.0025876574,0.000052242973,0.000118283475,0.00006354293,0.00020886428,0.000039574978],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047576774,0.00006206766,0.56996596,0.00009877759,0.00006912932,0.00010601536,0.04753117,0.00024060255,0.012976693,0.0077701886,0.05508499,0.30561864],"study_design_scores_gemma":[0.007789564,0.00045271058,0.12589589,0.0021509249,0.000085814994,0.000019505082,0.052919418,0.0022839268,0.017416729,0.0060984674,0.7843987,0.00048836274],"about_ca_topic_score_codex":0.00004318362,"about_ca_topic_score_gemma":0.0000034549892,"teacher_disagreement_score":0.7293137,"about_ca_system_score_codex":0.000059619877,"about_ca_system_score_gemma":0.00009919327,"threshold_uncertainty_score":0.3189632},"labels":[],"label_agreement":null},{"id":"W3116889382","doi":"10.1093/geroni/igaa057.2492","title":"Research to Strengthen Policy, Practice, and Advocacy on Housing for Aging Societies","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Affordable housing; Work (physics); Political science; Population; Aging in place; Urbanization; Policy advocacy; Economic growth; Public housing; Population ageing; Public policy; Public relations; Sociology; Gerontology; Medicine; Economics; Engineering","score_opus":0.12164368183455786,"score_gpt":0.4409128046041141,"score_spread":0.3192691227695562,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3116889382","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7941342,0.00009731661,0.0020711906,0.19370386,0.000108116124,0.00048474345,0.0000027164904,0.00008302506,0.009314832],"genre_scores_gemma":[0.9914108,0.00008888399,0.0022537946,0.004930466,0.0009820799,0.00004093971,0.0000030648769,0.000011794954,0.00027819394],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99868876,0.00015402837,0.00024700846,0.00022775496,0.0003799417,0.00030248883],"domain_scores_gemma":[0.998625,0.000712113,0.000087568325,0.000064040796,0.00046655693,0.00004473116],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022615732,0.000073821866,0.00010339147,0.0004302133,0.0008684672,0.00019496393,0.00010035015,0.000037898557,0.000004941279],"category_scores_gemma":[0.0042368174,0.00007905649,0.000013292941,0.0022405058,0.00010112409,0.000312004,0.000057645575,0.00017938271,0.0000045966],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019118203,0.000018973837,0.004887645,0.000034521854,0.000010362709,0.0000011342584,0.8374852,0.00013149671,0.00012607864,0.12997818,0.014889497,0.012417816],"study_design_scores_gemma":[0.0010903117,0.00018712466,0.022657657,0.00031129317,0.000011889738,4.2127738e-7,0.31312707,0.0011336803,0.0005999473,0.025314143,0.6350856,0.0004808731],"about_ca_topic_score_codex":0.0053088865,"about_ca_topic_score_gemma":0.001039428,"teacher_disagreement_score":0.6201961,"about_ca_system_score_codex":0.00012452017,"about_ca_system_score_gemma":0.00026505123,"threshold_uncertainty_score":0.80254835},"labels":[],"label_agreement":null},{"id":"W3116978451","doi":"10.1093/geroni/igaa057.3413","title":"“When you are working in this environment, you’re more likely to get sick”: Mapping Care Relationships in LTC","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Carleton University; York University; University of Ottawa; St. Francis Xavier University","funders":"","keywords":"Staffing; Thematic analysis; Context (archaeology); Autonomy; Nursing; Psychology; Long-term care; Health care; Medicine; Qualitative research; Sociology; Geography; Political science","score_opus":0.11559796112013854,"score_gpt":0.3531575116855884,"score_spread":0.23755955056544986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3116978451","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9576048,0.0003278703,0.0011122946,0.035291657,0.00056675525,0.0008517967,0.000009027833,0.00010334908,0.0041324287],"genre_scores_gemma":[0.99494916,0.000012134921,0.0017157645,0.00244794,0.0003236009,0.00012369594,0.00010526813,0.000033690852,0.00028876017],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99758226,0.00028793947,0.0010043695,0.00041703158,0.0002589458,0.0004494859],"domain_scores_gemma":[0.99910253,0.00022268281,0.00031157382,0.000228398,0.00007549733,0.000059331454],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007959342,0.00017456348,0.00028578378,0.0010085027,0.0002751226,0.000023677158,0.00017193673,0.00020155752,0.00021132373],"category_scores_gemma":[0.00048199875,0.00020335182,0.000025697087,0.00285812,0.000019754742,0.0001842834,0.00013318867,0.0012209822,0.0001192473],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019609399,0.00001272621,0.7530575,0.000100338075,0.000002577138,0.000013999737,0.23846768,0.0006157226,0.00015381056,0.00020837875,0.0024523195,0.0048953607],"study_design_scores_gemma":[0.001027163,0.000016823853,0.71138364,0.0015576046,0.000004906508,4.2074555e-7,0.24431194,0.00033543212,0.00003535561,0.0004614175,0.0405638,0.00030146836],"about_ca_topic_score_codex":0.00056590245,"about_ca_topic_score_gemma":0.0006129585,"teacher_disagreement_score":0.041673813,"about_ca_system_score_codex":0.0007381098,"about_ca_system_score_gemma":0.00010821939,"threshold_uncertainty_score":0.8292447},"labels":[],"label_agreement":null},{"id":"W3117038544","doi":"10.1093/geroni/igaa057.2870","title":"Using fNIRS to Capture Cerebral Oxygenation in Older Adults Navigating Stairs","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Optical Imaging and Spectroscopy Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Stairs; Physical medicine and rehabilitation; Task (project management); Cognition; Gait; Oxygenation; Effects of sleep deprivation on cognitive performance; Psychology; Medicine; Physical therapy; Audiology; Neuroscience; Internal medicine","score_opus":0.027704027462343326,"score_gpt":0.3522877108877551,"score_spread":0.3245836834254118,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3117038544","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9613522,0.000018612687,0.022306493,0.014720764,0.000050088638,0.0003611289,0.0000013445514,0.00014823131,0.0010410912],"genre_scores_gemma":[0.9540015,7.0665e-7,0.041135527,0.004709787,0.00008850477,0.000013926219,0.000021596126,0.000019529774,0.000008926855],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99885696,0.000021314538,0.00044570645,0.0002595438,0.00019894705,0.00021752769],"domain_scores_gemma":[0.999608,0.000019665446,0.00007361102,0.00009492444,0.00015348839,0.000050305403],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002477677,0.00010658091,0.00017514545,0.0002726056,0.000030877494,0.000032638534,0.000051215007,0.000059740054,0.000022355745],"category_scores_gemma":[0.00037389237,0.00011099888,0.00001617964,0.002216574,0.0000167438,0.00016660853,0.000032722,0.00044287715,0.0000042220245],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020769778,0.00019029863,0.69804263,0.00049462204,0.00001550915,0.00013163789,0.03373351,0.001097249,0.23405449,0.009717738,0.0004940944,0.021820499],"study_design_scores_gemma":[0.007152821,0.00033812728,0.3627783,0.010805517,0.000033690067,0.00005498073,0.017338227,0.37310052,0.22478485,0.0019399098,0.00051437126,0.0011586834],"about_ca_topic_score_codex":0.0002525009,"about_ca_topic_score_gemma":0.00001214486,"teacher_disagreement_score":0.3720033,"about_ca_system_score_codex":0.00020656509,"about_ca_system_score_gemma":0.000050738556,"threshold_uncertainty_score":0.4526403},"labels":[],"label_agreement":null},{"id":"W3117065249","doi":"10.1093/geroni/igaa057.2992","title":"Engaging Older Adults in Technology Research: Perspectives on Barriers and Facilitators Using a Case Study Approach","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Workaround; Psychology; Medical education; Aging in place; Applied psychology; Gerontology; Medicine; Computer science","score_opus":0.08681021938262039,"score_gpt":0.38573344132110987,"score_spread":0.29892322193848947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3117065249","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99358577,0.00008794289,0.00025362737,0.0044608777,0.00003711261,0.00086096197,0.0000014858045,0.0001987147,0.0005135188],"genre_scores_gemma":[0.99898803,0.000005069523,0.0007966096,0.00009178857,0.000031747586,0.00006775405,5.3786636e-7,0.0000134395395,0.0000050094986],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9977828,0.00047682764,0.00037421222,0.00058795826,0.00034577938,0.0004323703],"domain_scores_gemma":[0.9992666,0.00016713556,0.00007795972,0.00016655156,0.00026664883,0.00005506269],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024965883,0.00012222452,0.00018009241,0.002365769,0.0005208948,0.00005720606,0.0002038146,0.00015985423,0.000007476383],"category_scores_gemma":[0.004193254,0.00013952173,0.000008624385,0.009272388,0.00054918486,0.00026826077,0.00013322517,0.0010416463,0.0000016130208],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016526672,0.00008328095,0.32689947,0.000017075767,0.000007239216,0.000390745,0.654938,0.000057078734,0.00008217303,0.011745924,0.000010452972,0.0057520485],"study_design_scores_gemma":[0.0009685044,0.000056358127,0.0037241848,0.00007954189,0.0000015352445,0.00001831293,0.9929442,0.0014421369,0.000053956628,0.0005165862,0.000059836955,0.00013484801],"about_ca_topic_score_codex":0.0030369167,"about_ca_topic_score_gemma":0.0011005445,"teacher_disagreement_score":0.33800623,"about_ca_system_score_codex":0.000335507,"about_ca_system_score_gemma":0.0001664585,"threshold_uncertainty_score":0.5689531},"labels":[],"label_agreement":null},{"id":"W3117155717","doi":"10.1093/geroni/igaa057.1576","title":"Building, testing, and learning from network models of human aging","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Gompertz function; Frailty Index; Observational study; Exponential function; Econometrics; Computer science; Machine learning; Statistics; Mathematics; Gerontology; Medicine","score_opus":0.05708330139004134,"score_gpt":0.2891616030731162,"score_spread":0.2320783016830749,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3117155717","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96394306,0.0000352063,0.03155387,0.0005203624,0.000025332813,0.00015302848,9.676614e-7,0.00005101593,0.0037171524],"genre_scores_gemma":[0.9769023,0.000005522581,0.021719329,0.0012357001,0.00008772058,0.000008488784,0.0000062265294,0.000021155081,0.000013524791],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99842316,0.000118031094,0.0005063794,0.00043625833,0.00023679939,0.00027938097],"domain_scores_gemma":[0.9993263,0.00021471024,0.00028412216,0.00010961017,0.000012807731,0.000052432213],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008393081,0.00012555475,0.00016770727,0.00007433222,0.00018410594,0.000026448079,0.00011803576,0.00004614949,0.0001453319],"category_scores_gemma":[0.0003721192,0.00014991823,0.000010784716,0.0011492445,0.000101729485,0.00035760406,0.00023798698,0.00042440902,0.000011333673],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000021359974,0.000010490394,0.73288846,0.000016769221,0.0000041420476,0.0000047736653,0.002479012,0.1790481,0.061819863,0.00069724594,0.000040287865,0.022988677],"study_design_scores_gemma":[0.0008571817,0.000080172074,0.6098684,0.00038111108,0.0000125673,0.0000020019793,0.00066178024,0.35744682,0.005327457,0.023976153,0.0009316568,0.00045471932],"about_ca_topic_score_codex":0.0012692941,"about_ca_topic_score_gemma":0.000022220476,"teacher_disagreement_score":0.17839871,"about_ca_system_score_codex":0.000094887255,"about_ca_system_score_gemma":0.000008168564,"threshold_uncertainty_score":0.61134875},"labels":[],"label_agreement":null},{"id":"W3117191226","doi":"10.1093/geroni/igaa057.1287","title":"A Time-, Gender-, and Disease-State Invariant Model of Fitness Across the Adult Lifespan","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; Université Laval; University of Alberta; University of Guelph","funders":"","keywords":"Cardiorespiratory fitness; Equivalence (formal languages); Psychological intervention; Disease; Gerontology; Medicine; Confirmatory factor analysis; Psychology; Physical therapy; Demography; Statistics; Mathematics; Structural equation modeling; Internal medicine","score_opus":0.12450999622950379,"score_gpt":0.400178677230336,"score_spread":0.2756686810008322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3117191226","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9890431,0.000057948608,0.003599799,0.00643376,0.00008594924,0.0001943898,0.00007153003,0.000024893965,0.00048861786],"genre_scores_gemma":[0.99624884,0.0000024531416,0.00010059483,0.0033573464,0.000029108698,0.000043218508,0.000018823761,0.000009389879,0.00019021699],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999115,0.000053938555,0.00042594,0.00015676006,0.00008249383,0.00016588635],"domain_scores_gemma":[0.9995194,0.000025951904,0.00013768271,0.00012891328,0.00012927105,0.00005879172],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002461651,0.00006576562,0.0000940974,0.00006098357,0.00006985524,0.000016122553,0.00009572733,0.00002880369,0.00008746652],"category_scores_gemma":[0.00008618468,0.000054823642,0.000019097834,0.00058352074,0.00006974258,0.00008748673,0.00004643179,0.00015433716,0.000020317755],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009765859,0.0008083721,0.37321857,0.00070616027,0.000096358264,0.000052042178,0.22599171,0.0060895933,0.007361641,0.28148454,0.01698743,0.086227015],"study_design_scores_gemma":[0.0034451084,0.00016161388,0.67759323,0.00033026972,0.000035082252,0.0000066765206,0.008375772,0.29745913,0.00035723593,0.010878626,0.0008697088,0.00048754088],"about_ca_topic_score_codex":0.00009338482,"about_ca_topic_score_gemma":0.000010950886,"teacher_disagreement_score":0.3043747,"about_ca_system_score_codex":0.0000121278035,"about_ca_system_score_gemma":0.00004168585,"threshold_uncertainty_score":0.22356433},"labels":[],"label_agreement":null},{"id":"W3117332239","doi":"10.1093/geroni/igaa057.792","title":"Priorities for End-of-Life Care Reporting in Nursing Homes: Results From a Mixed-Methods Study","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia; Mount Saint Vincent University; Centre for Advancing Health Outcomes; Workers Compensation Board of Alberta; University of Alberta","funders":"","keywords":"Consistency (knowledge bases); Nursing; Stakeholder; Delphi method; Polypharmacy; Multidisciplinary approach; Health care; Medicine; End-of-life care; Psychology; Palliative care; Public relations","score_opus":0.119121000560183,"score_gpt":0.5014464644500345,"score_spread":0.3823254638898515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3117332239","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9884551,0.0003256155,0.0053183613,0.002398867,0.0014110095,0.0011001255,0.00004319736,0.000073108225,0.0008745814],"genre_scores_gemma":[0.97927225,0.0000033722997,0.019876339,0.00021268959,0.0003842804,0.00009874961,0.00011051479,0.000023298287,0.000018521945],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99563587,0.0004375427,0.0030667845,0.0003609716,0.00019253968,0.00030631834],"domain_scores_gemma":[0.99616677,0.0013590313,0.0018095913,0.0002044129,0.000425388,0.000034835808],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0025787822,0.00012890191,0.0004581485,0.000478958,0.00017701084,0.000014052321,0.00011055822,0.0001121774,0.000010643691],"category_scores_gemma":[0.009494001,0.00013801256,0.00003696697,0.0019326672,0.000028500808,0.00012928252,0.00004620425,0.0004136002,0.0000012315603],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031220695,0.00006130983,0.34882906,0.0003677923,0.000013275961,0.000006607472,0.5048092,0.000072098315,0.0010953008,0.00039344598,0.0010239246,0.14301576],"study_design_scores_gemma":[0.0032416352,0.00010024686,0.3491059,0.0013910886,0.000014285138,1.6579915e-7,0.6432788,0.0002851998,0.00040625874,0.0010281006,0.0009792338,0.00016910465],"about_ca_topic_score_codex":0.0012509761,"about_ca_topic_score_gemma":0.0002569861,"teacher_disagreement_score":0.14284664,"about_ca_system_score_codex":0.00024809327,"about_ca_system_score_gemma":0.00049490615,"threshold_uncertainty_score":0.99884945},"labels":[],"label_agreement":null},{"id":"W3117337408","doi":"10.1093/geroni/igaa057.2490","title":"Shelter and Housing Options, Supports, and Interventions for Older People Experiencing Homelessness","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; Simon Fraser University","funders":"","keywords":"Outreach; Psychological intervention; Housing First; Public housing; Supportive housing; Gerontology; Population; Psychology; Economic growth; Medicine; Nursing; Mental health; Environmental health; Psychiatry; Economics","score_opus":0.08246215295350687,"score_gpt":0.42980714349949173,"score_spread":0.3473449905459849,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3117337408","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97385323,0.00036998285,0.023281068,0.001624489,0.0002067229,0.00049190735,0.000008702641,0.00006276683,0.000101134574],"genre_scores_gemma":[0.9980862,0.000062232226,0.0009659963,0.00037593083,0.0001813791,0.00024596363,0.000034790082,0.000020434687,0.000027075437],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99882144,0.00007764093,0.00057072897,0.00021982359,0.00008030258,0.0002300733],"domain_scores_gemma":[0.9994226,0.00014431519,0.00016360899,0.00006481491,0.00016316997,0.00004149118],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047762273,0.00009339787,0.00027587663,0.00019437372,0.00048247332,0.00004073754,0.000045305253,0.00008118163,0.00007344544],"category_scores_gemma":[0.0001584467,0.00009771764,0.000021979373,0.0006460436,0.000028392262,0.00028023942,0.00008005911,0.00019555847,0.000001998969],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010355497,0.000021729864,0.5712127,0.001314628,0.0000086795135,0.0000017061379,0.39305574,0.000008225429,0.00044912513,0.019521767,0.000040437317,0.014354921],"study_design_scores_gemma":[0.001310714,0.000025975585,0.34479442,0.0011202729,0.000013267356,2.0881124e-7,0.64868295,0.0013170224,0.00015992526,0.0012923797,0.001030709,0.00025217372],"about_ca_topic_score_codex":0.00017793757,"about_ca_topic_score_gemma":0.00091498584,"teacher_disagreement_score":0.2556272,"about_ca_system_score_codex":0.000043673263,"about_ca_system_score_gemma":0.000045878816,"threshold_uncertainty_score":0.39848098},"labels":[],"label_agreement":null},{"id":"W3117361997","doi":"10.1093/geroni/igaa057.3528","title":"Early Learning from the Healthy End of Life Project (HELP) Ottawa in the Context of COVID-19","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa; Brock University; Carleton University","funders":"","keywords":"Context (archaeology); Public relations; Grief; Community engagement; Focus group; Social isolation; Citizen journalism; Isolation (microbiology); Participatory action research; Sociology; Political science; Nursing; Medicine; Geography","score_opus":0.10329107982039007,"score_gpt":0.3894504707168634,"score_spread":0.28615939089647335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3117361997","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97450405,0.00016626378,0.00037762435,0.02182564,0.00017234337,0.00055274647,0.000016050095,0.000015460715,0.0023698483],"genre_scores_gemma":[0.97070897,0.000009606857,0.000045533416,0.029033087,0.00008762803,0.000044401702,0.000040458763,0.000009194572,0.00002110656],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981679,0.00048942893,0.0007619281,0.00019341124,0.0002014289,0.00018593707],"domain_scores_gemma":[0.99877894,0.00053149374,0.0004423172,0.00016544848,0.000053297066,0.000028527786],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014107748,0.000083878396,0.00018090573,0.00014652249,0.000065935084,0.000010512238,0.00020398041,0.0000491162,0.0001063752],"category_scores_gemma":[0.0004044811,0.000060304777,0.000019741683,0.0013192093,0.00007338896,0.00005669905,0.000029460907,0.00037076793,0.000009140461],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017967902,0.00009969931,0.75941384,0.00014029075,0.000017104307,0.0000032103787,0.19813758,0.00002069625,0.00061571284,0.033475593,0.0029022116,0.0049944026],"study_design_scores_gemma":[0.004594342,0.0005597377,0.7328446,0.0001574995,0.000008409804,0.0000017907151,0.22676449,0.0001502045,0.00030111405,0.0009480114,0.03349711,0.00017270843],"about_ca_topic_score_codex":0.026499735,"about_ca_topic_score_gemma":0.00090622006,"teacher_disagreement_score":0.03252758,"about_ca_system_score_codex":0.00006339608,"about_ca_system_score_gemma":0.00026430172,"threshold_uncertainty_score":0.9799829},"labels":[],"label_agreement":null},{"id":"W3117409564","doi":"10.1093/geroni/igaa057.1620","title":"Age and Daily Positive Events Moderate the Link Between Depressive Symptoms and Inflammation","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Psychological Well-being and Life Satisfaction","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Depression (economics); Inflammation; Medicine; Depressive symptoms; Internal medicine; C-reactive protein; Epidemiology; Psychology; Psychiatry; Anxiety","score_opus":0.03292513175275813,"score_gpt":0.3196786269485888,"score_spread":0.28675349519583065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3117409564","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9772532,0.00005787495,0.005774151,0.012054895,0.00012265258,0.00020088609,0.000004975412,0.000046377518,0.0044849603],"genre_scores_gemma":[0.9982374,0.0000070648966,0.00006268514,0.0011555746,0.0004207755,0.000023496646,0.00003178764,0.000008632829,0.00005262419],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99908596,0.00014714671,0.0003008949,0.00024513362,0.000091521426,0.00012931554],"domain_scores_gemma":[0.99953634,0.00015663025,0.00014543676,0.00008774186,0.000047935428,0.000025941532],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026222132,0.00009319568,0.00011180252,0.00009851475,0.00011117208,0.000046994468,0.000056142995,0.00008447743,0.000019357478],"category_scores_gemma":[0.00009022389,0.00007438119,0.000008625111,0.00046372888,0.000045503206,0.00013746537,0.000034298853,0.00026384703,0.000012987809],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009030611,0.000006760903,0.5683905,0.000017691791,0.00008026797,0.000026087775,0.020692823,0.00013153507,0.0032834252,0.021111183,0.00014996192,0.3860195],"study_design_scores_gemma":[0.0006552271,0.000040147934,0.98965603,0.000040369083,0.000009423733,0.000003837978,0.00025976027,0.000558369,0.00031433944,0.007945508,0.00041877464,0.000098211174],"about_ca_topic_score_codex":0.000061008122,"about_ca_topic_score_gemma":0.0000026693958,"teacher_disagreement_score":0.42126557,"about_ca_system_score_codex":0.000015353078,"about_ca_system_score_gemma":0.0000045595143,"threshold_uncertainty_score":0.3033177},"labels":[],"label_agreement":null},{"id":"W3117435742","doi":"10.1093/geroni/igaa057.1095","title":"Gentrification and Chronic Conditions in Older Adults: Service Providers’ Perspectives","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Gentrification; Government (linguistics); Socioeconomic status; Service provider; Business; Stressor; Affordable housing; Gerontology; Service (business); Sociology; Economic growth; Psychology; Medicine; Economics; Marketing; Population; Demography","score_opus":0.02054247997710764,"score_gpt":0.2988526963230031,"score_spread":0.2783102163458955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3117435742","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96396405,0.0005240535,0.0005949013,0.03358174,0.00004940126,0.00033647826,0.000002552616,0.000052024086,0.0008948243],"genre_scores_gemma":[0.9986847,0.00016302952,0.00010490981,0.0007478835,0.00018938637,0.00004670105,0.0000147899,0.0000048046736,0.000043773834],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9992453,0.00006279139,0.00023274551,0.00019504003,0.00012982286,0.00013429453],"domain_scores_gemma":[0.99960136,0.000045120993,0.00009413309,0.00004565441,0.00019422222,0.000019513776],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002611003,0.000059600912,0.000076969925,0.00019286998,0.00021481399,0.00005571902,0.00005796794,0.00003372305,0.000052856893],"category_scores_gemma":[0.00020951979,0.00006743743,0.0000067041847,0.0017423833,0.00006125506,0.0003737888,0.000013977114,0.00009857698,0.000006156296],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000031282962,0.000021718753,0.04244638,0.00003893087,0.000003785176,9.62841e-7,0.9145686,0.000026318594,0.00019125568,0.041657716,0.00039739785,0.0006437915],"study_design_scores_gemma":[0.00097308034,0.000013073529,0.79843324,0.00015864905,0.000004697739,2.900161e-7,0.19230254,0.0016904306,0.00011544158,0.0023116507,0.003815437,0.00018147376],"about_ca_topic_score_codex":0.0060693026,"about_ca_topic_score_gemma":0.019309897,"teacher_disagreement_score":0.75598687,"about_ca_system_score_codex":0.00013873792,"about_ca_system_score_gemma":0.00012465367,"threshold_uncertainty_score":0.99858516},"labels":[],"label_agreement":null},{"id":"W3117504551","doi":"10.1093/geroni/igaa057.1020","title":"Best Practices and Policies for Addressing Social Isolation Among Older Adults","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Ministry of the Environment, Conservation and Parks; Toronto Public Health; Sinai Health System","funders":"","keywords":"Social isolation; Isolation (microbiology); Public relations; Best practice; Feeling; Focus group; Business; Psychology; Political science; Social psychology; Marketing","score_opus":0.13763045908855487,"score_gpt":0.43740942268919325,"score_spread":0.2997789636006384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3117504551","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92510664,0.000054001208,0.0010784207,0.07103113,0.00012517633,0.00026154568,0.0000030806034,0.00003331033,0.0023066814],"genre_scores_gemma":[0.99417895,0.000014892079,0.0004814478,0.0046747867,0.0005456643,0.000021708376,0.000006811414,0.0000057060947,0.00007004549],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992787,0.000048437945,0.0002465772,0.00011542518,0.00012354387,0.0001873213],"domain_scores_gemma":[0.99935997,0.00018597984,0.0002805045,0.000020399688,0.00012562524,0.000027524176],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004967424,0.00004672893,0.000081984836,0.00008769454,0.0005130473,0.00014186195,0.00004576881,0.000055356046,0.000013269092],"category_scores_gemma":[0.00124368,0.00005148658,0.000009435204,0.0005670337,0.000064866734,0.0005645025,0.000015302641,0.00008308733,9.0385885e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019145897,0.000015309837,0.70641893,0.00031118718,0.000003902678,4.6078551e-7,0.19752115,0.0000054669895,0.000031497242,0.06713769,0.00092655385,0.027608737],"study_design_scores_gemma":[0.0008151345,0.000015818488,0.8540704,0.00032427476,0.000006745306,1.321153e-7,0.11565042,0.0023385205,0.00005180455,0.0009264848,0.02561577,0.00018444167],"about_ca_topic_score_codex":0.0056104623,"about_ca_topic_score_gemma":0.0019110441,"teacher_disagreement_score":0.14765155,"about_ca_system_score_codex":0.000041993197,"about_ca_system_score_gemma":0.0000798025,"threshold_uncertainty_score":0.8481378},"labels":[],"label_agreement":null},{"id":"W3117553776","doi":"10.1093/geroni/igaa057.1278","title":"Perceived Social Integration Predicts Engagement and Responsiveness to Positive Events: Test of Age Moderation","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Moderation; Psychology; Stressor; Affect (linguistics); Social integration; Social support; Developmental psychology; Personality; Successful aging; Clinical psychology; Social psychology; Gerontology; Medicine","score_opus":0.06796471559060525,"score_gpt":0.3699322512881671,"score_spread":0.30196753569756185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3117553776","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9525725,0.000005721885,0.0061206445,0.03970865,0.000076309,0.00032769606,0.000009331153,0.000019772011,0.0011593292],"genre_scores_gemma":[0.9947552,0.000007550458,0.00045473082,0.004586769,0.000114792085,0.00001855705,0.000016906493,0.0000039194474,0.00004154348],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99910444,0.00018289573,0.00029052835,0.00011525675,0.00018757735,0.000119328884],"domain_scores_gemma":[0.99948573,0.00017977062,0.00008156698,0.000025232122,0.00019651647,0.00003119191],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00076322025,0.000047716083,0.00009620638,0.00012964162,0.00024811248,0.000032009473,0.000045913912,0.000038259688,0.000013273064],"category_scores_gemma":[0.0015571521,0.0000522914,0.000008216679,0.0006896236,0.00003060042,0.00020555803,0.000023637496,0.00008817026,0.0000010242007],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011312108,0.000065566164,0.12677158,0.00014813563,0.000009536749,0.000005021436,0.66653955,0.00019947546,0.012107255,0.16795027,0.0005323442,0.025558148],"study_design_scores_gemma":[0.00028250334,0.000036728878,0.97008526,0.0001279311,0.0000028128807,5.316559e-8,0.02639431,0.00070798595,0.0005480147,0.0010476694,0.0006912817,0.00007542248],"about_ca_topic_score_codex":0.000837422,"about_ca_topic_score_gemma":0.00051403715,"teacher_disagreement_score":0.8433137,"about_ca_system_score_codex":0.00011472078,"about_ca_system_score_gemma":0.000115388924,"threshold_uncertainty_score":0.21323815},"labels":[],"label_agreement":null},{"id":"W3117578369","doi":"10.1093/geroni/igaa057.1791","title":"Leading Age-Friendly University Initiatives at a Research Intensive University in Manitoba, Canada","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"University of New England","keywords":"Champion; Medical education; Political science; Sociology; Gerontology; Engineering; Medicine","score_opus":0.16269132555384594,"score_gpt":0.3760172140288411,"score_spread":0.21332588847499515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3117578369","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94165397,0.000024526573,0.00021532642,0.007591213,0.00012620541,0.00014908261,0.000008541976,0.0000279442,0.05020321],"genre_scores_gemma":[0.99699044,0.0000023930343,0.00006306473,0.00057631696,0.000036534264,9.580413e-7,0.000019936671,0.00000849193,0.002301875],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982051,0.00055309985,0.0001962005,0.00037138455,0.00023392175,0.00044025388],"domain_scores_gemma":[0.99893564,0.000367803,0.00006504891,0.00014591998,0.00043233216,0.000053277112],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006651328,0.00008969128,0.00016569642,0.00076116034,0.0001914333,0.000011133896,0.00027295342,0.000082948965,0.00015329283],"category_scores_gemma":[0.00041616667,0.00011579863,0.0000120644345,0.0034659554,0.00018431262,0.00016476527,0.00022805032,0.00080061745,0.000065731285],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005160236,0.000049689395,0.81565404,0.000044018274,0.00005444504,0.007976417,0.059253957,0.00006467798,0.00052942656,0.08276648,0.030315269,0.0027755655],"study_design_scores_gemma":[0.0021086142,0.000091163725,0.5232416,0.00010698996,0.0000037161735,0.000013657752,0.4303638,0.00033424658,0.00018869284,0.00019416037,0.04306058,0.00029278581],"about_ca_topic_score_codex":0.3137171,"about_ca_topic_score_gemma":0.710948,"teacher_disagreement_score":0.39723092,"about_ca_system_score_codex":0.0012414188,"about_ca_system_score_gemma":0.00030686514,"threshold_uncertainty_score":0.69085294},"labels":[],"label_agreement":null},{"id":"W3117613869","doi":"10.1093/geroni/igaa057.3323","title":"Supporting relationships, providing presence: Arts-informed approaches to LTC staff dementia care literacy","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Saint Vincent University; St. Francis Xavier University","funders":"","keywords":"The arts; Psychology; Sensibility; Dementia; Literacy; Nonprobability sampling; Snowball sampling; Mental health; Health care; Nursing; Medical education; Pedagogy; Medicine; Psychotherapist; Visual arts; Political science","score_opus":0.1597157700885701,"score_gpt":0.38795470662611836,"score_spread":0.22823893653754826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3117613869","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96212405,0.00008340013,0.01323138,0.009974202,0.00006231481,0.0012487621,0.0000043501745,0.00010194998,0.013169577],"genre_scores_gemma":[0.99307597,0.0000022059885,0.0052312883,0.000966123,0.00013739127,0.00015027277,0.00020006849,0.000018838286,0.00021786478],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99807745,0.000052497984,0.0006756542,0.00031505557,0.00048773008,0.000391604],"domain_scores_gemma":[0.99912864,0.00010242314,0.0001498835,0.00013435291,0.00037294158,0.00011176154],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006543026,0.00012886155,0.00016544247,0.00052341534,0.00015641683,0.00013918577,0.00009572726,0.000047562113,0.00014423615],"category_scores_gemma":[0.0016771136,0.00012948379,0.000029134213,0.002317461,0.000023417948,0.0005245221,0.000112213595,0.00038097706,0.000043649477],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000083161984,0.00006289895,0.90842825,0.0005606975,0.00004137297,0.00003046525,0.03497894,0.0000672168,0.0030031223,0.002063038,0.0007920528,0.049888752],"study_design_scores_gemma":[0.0058141244,0.0009964259,0.74382395,0.0020169728,0.00014816484,0.000025371604,0.12189742,0.015407257,0.05475196,0.00071646704,0.053497605,0.0009042635],"about_ca_topic_score_codex":0.000011074444,"about_ca_topic_score_gemma":0.000004420237,"teacher_disagreement_score":0.16460432,"about_ca_system_score_codex":0.00012918893,"about_ca_system_score_gemma":0.00026373068,"threshold_uncertainty_score":0.52801955},"labels":[],"label_agreement":null},{"id":"W3117629817","doi":"10.1093/geroni/igaa057.1099","title":"Racial Disparities in Cognitive Functioning: The Mediating Role of Social Resources","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Psychology; Socioeconomic status; Psychological intervention; Cognition; Mediation; Developmental psychology; Cognitive skill; Social cognitive theory; Multinomial logistic regression; Social support; Gerontology; Clinical psychology; Social psychology; Demography; Medicine; Sociology; Psychiatry","score_opus":0.04562386843380264,"score_gpt":0.3482150768570424,"score_spread":0.3025912084232398,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3117629817","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9536726,0.000077716664,0.000059707996,0.03471703,0.00013953449,0.0001397521,0.0000052153778,0.000022002525,0.011166432],"genre_scores_gemma":[0.9956934,0.0000070599644,0.000021299633,0.003740662,0.00046868285,0.000018258073,0.0000060900566,0.0000044522467,0.000040122915],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988685,0.00015719146,0.00040976796,0.00009914687,0.00025415194,0.0002111934],"domain_scores_gemma":[0.99926084,0.00042216422,0.00016782123,0.000022452157,0.00010894761,0.000017759161],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010489869,0.000050068425,0.000119186225,0.00011107323,0.0003579825,0.000046672278,0.00009518904,0.00005025631,0.00005889903],"category_scores_gemma":[0.0017968614,0.000045806308,0.000016629974,0.0013899558,0.0001468884,0.00017079768,0.00003105005,0.00019739041,0.000001682776],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015979169,0.0000085766205,0.6164092,0.00002923917,0.0000028146687,5.514315e-7,0.28548664,0.000018288325,0.00002465421,0.09092378,0.00008335191,0.0069969585],"study_design_scores_gemma":[0.0003996904,0.00001039328,0.67809826,0.00008009687,0.0000031689383,5.166666e-8,0.30468318,0.00027788788,0.00011945829,0.003184936,0.013045741,0.00009714136],"about_ca_topic_score_codex":0.0050361413,"about_ca_topic_score_gemma":0.0026144108,"teacher_disagreement_score":0.08773885,"about_ca_system_score_codex":0.000051842224,"about_ca_system_score_gemma":0.00011557624,"threshold_uncertainty_score":0.76131725},"labels":[],"label_agreement":null},{"id":"W3117645612","doi":"10.1093/geroni/igaa057.1616","title":"Family Caregiver Mental Health: Linking Family Care Regime, Intersectionality, and Stress Process Frameworks","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Stressor; Mental health; Intersectionality; Psychology; Social support; Association (psychology); Mental health care; Process (computing); Developmental psychology; Social psychology; Clinical psychology; Psychiatry; Sociology; Computer science; Gender studies; Psychotherapist","score_opus":0.025184229412926976,"score_gpt":0.3281171511111264,"score_spread":0.3029329216981994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3117645612","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9688773,0.0006532594,0.0074274177,0.015072778,0.00087516266,0.0003010943,0.000047850524,0.00008700845,0.006658085],"genre_scores_gemma":[0.9907695,0.000070368005,0.00033542255,0.008195677,0.0004186096,0.000017823399,0.0001415659,0.000014227792,0.000036817324],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99844575,0.00012381752,0.00039699668,0.0003836431,0.00040819394,0.00024159266],"domain_scores_gemma":[0.999252,0.000049827362,0.00017065374,0.00008560852,0.00038343386,0.000058430895],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005795175,0.00011647335,0.00014514131,0.00018604653,0.00050629256,0.00017437497,0.00015611737,0.00013472892,0.000008718807],"category_scores_gemma":[0.00014073089,0.00013699438,0.000024868128,0.0010673894,0.00009455912,0.00031781665,0.00007036171,0.00043961772,0.0000017734804],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000262458,0.000032174983,0.15807277,0.00027214427,0.000034277953,0.0000074416375,0.61278665,0.0018682784,0.0010292352,0.20220853,0.0014410025,0.022221254],"study_design_scores_gemma":[0.000987707,0.000098944794,0.04427006,0.0016916831,0.000008498285,0.0000020769921,0.90915745,0.013073445,0.000148255,0.00775494,0.022004902,0.0008020594],"about_ca_topic_score_codex":0.0012837924,"about_ca_topic_score_gemma":0.0010929615,"teacher_disagreement_score":0.2963708,"about_ca_system_score_codex":0.0003065934,"about_ca_system_score_gemma":0.0002595917,"threshold_uncertainty_score":0.55864686},"labels":[],"label_agreement":null},{"id":"W3117669452","doi":"10.1093/geroni/igaa057.3460","title":"Exploring the Impact of Age-Related COVID-19 Messaging on Internalized Ageism in Older Adulthood","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Pandemic; Psychology; Framing (construction); Public health; Social distance; Vulnerability (computing); Coronavirus disease 2019 (COVID-19); Perception; Social isolation; Social psychology; Medicine; Nursing; Psychiatry","score_opus":0.20305833439960969,"score_gpt":0.4447289065345725,"score_spread":0.2416705721349628,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3117669452","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97976565,0.000057788984,0.0015631731,0.008789158,0.00017762794,0.00024736318,0.0000020993855,0.00006106462,0.00933605],"genre_scores_gemma":[0.99845237,0.0000025944141,0.00003465695,0.0012080631,0.00003694201,0.000076175784,0.000011795757,0.000019354547,0.00015808037],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981306,0.0003872947,0.0006587371,0.00031013746,0.00018345605,0.00032977728],"domain_scores_gemma":[0.99908817,0.00035670365,0.00019535227,0.00024501057,0.00006313463,0.000051616167],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012067029,0.00013750115,0.0002459037,0.00062843907,0.000055924214,0.00002232237,0.00028719468,0.00006543646,0.00031964274],"category_scores_gemma":[0.00055183424,0.00010684001,0.000051802926,0.0022219873,0.00009412598,0.00012843923,0.00006921851,0.00073576707,0.000034715504],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00068441767,0.0003170282,0.57509845,0.00011173967,0.0002575771,0.0006896034,0.31798455,0.0046999035,0.0013609244,0.059041023,0.0024297964,0.03732497],"study_design_scores_gemma":[0.009086295,0.00025460272,0.9571185,0.00053601817,0.000011593616,0.000059301066,0.023286814,0.0040553524,0.000631262,0.00408159,0.00043107016,0.0004475638],"about_ca_topic_score_codex":0.001691757,"about_ca_topic_score_gemma":0.000029620796,"teacher_disagreement_score":0.3820201,"about_ca_system_score_codex":0.00017074893,"about_ca_system_score_gemma":0.00007979344,"threshold_uncertainty_score":0.4356809},"labels":[],"label_agreement":null},{"id":"W3117677934","doi":"10.1093/geroni/igaa057.2846","title":"Developing Country-Specific Question Prompt Lists About Dementia Palliative Care for Family Caregivers","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Dementia; Context (archaeology); Palliative care; Advance care planning; Family caregivers; Health professionals; Family member; Medicine; Nursing; Psychology; Health care; Family medicine; Political science; History","score_opus":0.1468259938639267,"score_gpt":0.409601392116088,"score_spread":0.2627753982521613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3117677934","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87679744,0.006089793,0.11066981,0.0031767734,0.00037516703,0.0010780819,0.000040859926,0.000111291185,0.0016608023],"genre_scores_gemma":[0.97750837,0.00032864834,0.02040951,0.0011050847,0.00019466903,0.00006042402,0.00035946787,0.000019636875,0.0000141792725],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988813,0.000022871509,0.00046155095,0.00024554384,0.00021663964,0.00017214088],"domain_scores_gemma":[0.998711,0.00006913471,0.00021109321,0.00008613317,0.0008937597,0.000028880671],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015097368,0.00012738578,0.0002497111,0.0002091617,0.000056945686,0.000018300874,0.0000664739,0.00006574287,0.000006935428],"category_scores_gemma":[0.00026792983,0.00013345783,0.000028683171,0.001090355,0.00003841296,0.00012112613,0.000022092216,0.00012620246,0.0000028589507],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000320329,0.000036734906,0.79597414,0.0024084626,0.00018884572,0.000026268048,0.096338265,0.00018280103,0.022450455,0.05533496,0.0025038351,0.024234936],"study_design_scores_gemma":[0.0065735765,0.0003175965,0.3802296,0.008780003,0.000114788694,0.0000011885327,0.062346417,0.0011629814,0.05153992,0.00071568915,0.48754144,0.0006768083],"about_ca_topic_score_codex":0.00006977839,"about_ca_topic_score_gemma":0.000016900807,"teacher_disagreement_score":0.4850376,"about_ca_system_score_codex":0.00026682776,"about_ca_system_score_gemma":0.00016936028,"threshold_uncertainty_score":0.5442252},"labels":[],"label_agreement":null},{"id":"W3117745931","doi":"10.1093/geroni/igaa057.2436","title":"Evaluating an Integrated APS–Elder Advocate Intervention Model in the State of Maine","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Intervention (counseling); Motivational interviewing; Elder abuse; Psychology; Dyad; Social work; Goal Attainment Scaling; Neglect; Brief intervention; Nursing; Applied psychology; Medicine; Political science; Social psychology; Medical emergency; Poison control; Suicide prevention","score_opus":0.13316676418875345,"score_gpt":0.4225835164504145,"score_spread":0.289416752261661,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3117745931","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9814378,0.000034688306,0.015845057,0.0015464777,0.000035237885,0.0001812539,0.0000010910952,0.000023893193,0.000894499],"genre_scores_gemma":[0.9981635,0.000017078632,0.0010190697,0.000718448,0.000025675638,0.000012664144,0.000012863517,0.000005467759,0.000025239224],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99877125,0.0003105116,0.00043038212,0.00012944835,0.0002227804,0.00013562312],"domain_scores_gemma":[0.99956006,0.000049408198,0.00014834561,0.00007255571,0.00015782876,0.000011791557],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021093113,0.000055390505,0.00008607591,0.00019325552,0.00006211883,0.000028884206,0.00017572226,0.000025731812,0.000027415532],"category_scores_gemma":[0.00032601733,0.00004725453,0.000016001484,0.002390892,0.000042521526,0.00030868626,0.000017535078,0.00017168558,0.000001854699],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000061587256,0.0001530295,0.013397018,0.000057266814,0.000010632905,0.0000043134733,0.6602583,0.020829568,0.012554659,0.0115817385,0.00008531123,0.2810066],"study_design_scores_gemma":[0.0022176069,0.00034506025,0.014998491,0.0013343953,0.000016219778,7.319273e-7,0.07722001,0.8125107,0.0091307275,0.08148572,0.00030521431,0.0004350713],"about_ca_topic_score_codex":0.0021194697,"about_ca_topic_score_gemma":0.002826213,"teacher_disagreement_score":0.7916812,"about_ca_system_score_codex":0.000039792754,"about_ca_system_score_gemma":0.0000827128,"threshold_uncertainty_score":0.32040185},"labels":[],"label_agreement":null},{"id":"W3117759396","doi":"10.1093/geroni/igaa057.1702","title":"A Longitudinal Analysis of SF-36 scores Within the Candrive Cohort: An Example of Survivor Bias","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; University of Manitoba; University of Toronto; University of Victoria; McGill University; University of Ottawa; Lakehead University","funders":"","keywords":"Discontinuation; Cohort; Medicine; Demography; Prospective cohort study; Cohort study; Longitudinal study; Psychology; Internal medicine","score_opus":0.16106930635417965,"score_gpt":0.37356064753609153,"score_spread":0.21249134118191187,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3117759396","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99438065,0.000029717788,0.00062024215,0.00397679,0.00009126477,0.00013270836,0.000008928316,0.000012252155,0.00074746186],"genre_scores_gemma":[0.9987719,0.000009807013,0.00015597002,0.000967172,0.00005271906,0.000006588283,0.000012830938,0.000003320313,0.000019670731],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987454,0.00017104368,0.00051283895,0.00013194073,0.00029776202,0.00014101139],"domain_scores_gemma":[0.9990597,0.00025749046,0.00031190153,0.00010840635,0.0002302383,0.000032302316],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017677658,0.000049794202,0.00021348523,0.00023944266,0.0001326654,0.000025810243,0.00015843815,0.000030932206,0.000075958334],"category_scores_gemma":[0.0005548867,0.000039595954,0.00002988807,0.00464071,0.00013631422,0.0001414942,0.00002312946,0.000085992375,4.518351e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000067377764,0.0000090472695,0.8839633,0.000025154393,0.000043840017,4.962152e-7,0.03255061,0.0006629312,0.000016891476,0.08245068,0.000037740832,0.00023256223],"study_design_scores_gemma":[0.000083553605,0.0000108080485,0.9859559,0.00002380847,0.000037101472,2.8721264e-8,0.011509248,0.0015679479,0.000121006924,0.00025997934,0.00038332577,0.000047272242],"about_ca_topic_score_codex":0.2658009,"about_ca_topic_score_gemma":0.122522004,"teacher_disagreement_score":0.1432789,"about_ca_system_score_codex":0.000037922626,"about_ca_system_score_gemma":0.0002452923,"threshold_uncertainty_score":0.89348966},"labels":[],"label_agreement":null},{"id":"W3117777258","doi":"10.1093/geroni/igaa057.3348","title":"Delivery of Community Support Services for Older Adults in Social Housing","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Public Health; Sunnybrook Health Science Centre; Sunnybrook Hospital; University of Toronto","funders":"","keywords":"Neighbourhood (mathematics); Business; Service delivery framework; Equity (law); Social Welfare; Community service; Immigration; Service (business); Public housing; Government (linguistics); Gerontology; Medicine; Public relations; Political science; Marketing","score_opus":0.07342025994035944,"score_gpt":0.40131711200534725,"score_spread":0.3278968520649878,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3117777258","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99535984,0.000012940042,0.00027648968,0.0033009767,0.00023075088,0.00034004377,0.000011509537,0.000030331441,0.00043711028],"genre_scores_gemma":[0.9976686,0.000002160883,0.00028573952,0.0017363888,0.0001682113,0.000027679378,0.000091898015,0.000010660618,0.000008654112],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99895006,0.00014644036,0.0005651691,0.00007539368,0.00009017433,0.00017273612],"domain_scores_gemma":[0.9992432,0.00018346701,0.00023548095,0.000065058724,0.00026175164,0.000011024307],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062406785,0.00005960851,0.00016517467,0.00023468959,0.00023532951,0.00000413378,0.00008945174,0.000083191626,0.000027004793],"category_scores_gemma":[0.000052982632,0.00006670277,0.000017524942,0.001123012,0.000013601365,0.0001109694,0.000048529862,0.00035206755,0.0000027890007],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031091642,0.00012679445,0.3901725,0.0031084947,0.000010165125,0.0000016550408,0.55303645,0.000022910248,0.0016729338,0.0010871465,0.005175189,0.045274824],"study_design_scores_gemma":[0.0037188025,0.000057196958,0.76764774,0.0007770543,0.0000088774395,1.5568135e-7,0.22370985,0.0005486925,0.0006738018,0.00065527286,0.0020305885,0.00017197328],"about_ca_topic_score_codex":0.0013279463,"about_ca_topic_score_gemma":0.00043688685,"teacher_disagreement_score":0.37747523,"about_ca_system_score_codex":0.00007038578,"about_ca_system_score_gemma":0.00010089757,"threshold_uncertainty_score":0.272006},"labels":[],"label_agreement":null},{"id":"W3117781045","doi":"10.1093/geroni/igaa057.2443","title":"Sexual and Gender Minority Caregivers of People With Dementia and Their Care Recipients","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Spouse; Dementia; Psychosocial; Transgender; Gerontology; Psychological intervention; Quarter (Canadian coin); Population; Medicine; Personal care; Psychology; Nursing; Family medicine; Psychiatry; Disease","score_opus":0.047505444297067,"score_gpt":0.33186564897384563,"score_spread":0.28436020467677864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3117781045","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9940165,0.0003974596,0.00015674745,0.0006970316,0.00011953099,0.00010810239,0.000012927707,0.000012789893,0.00447889],"genre_scores_gemma":[0.9994394,0.000012321203,0.00008221555,0.00032967844,0.00006699729,0.0000047985827,0.000016112115,0.0000057600823,0.00004269051],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994298,0.000037801405,0.00018335486,0.00016746855,0.000064978034,0.000116594776],"domain_scores_gemma":[0.9996805,0.000020814661,0.000091701506,0.000078272846,0.00010205452,0.000026642316],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008692162,0.00006612796,0.00009929395,0.00013618715,0.000050218354,0.000013003621,0.000042853255,0.000039103703,0.000029512354],"category_scores_gemma":[0.000015266223,0.000061357096,0.0000038854846,0.0005156563,0.00003775847,0.00007788869,0.00002936438,0.00009472752,0.0000016307058],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018954146,0.000008778145,0.92342895,0.000407943,0.000021123524,0.0000012112658,0.07021942,0.00000162669,0.00010837078,0.0014677452,0.0004830029,0.003832888],"study_design_scores_gemma":[0.000734214,0.000054468524,0.98554486,0.0000052732307,0.000014742436,0.0000029101634,0.013127288,0.000015758302,0.000019800947,0.00012026628,0.0002882454,0.00007215888],"about_ca_topic_score_codex":0.0026443955,"about_ca_topic_score_gemma":0.0005403918,"teacher_disagreement_score":0.062115937,"about_ca_system_score_codex":0.000017981001,"about_ca_system_score_gemma":0.000027825732,"threshold_uncertainty_score":0.39975524},"labels":[],"label_agreement":null},{"id":"W3117832363","doi":"10.1093/geroni/igaa057.1248","title":"Inter-Individual and Intra-Individual Relationships Between Neuroticism and Cognition: A Coordinated Analysis","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Neuroticism; Psychology; Meta-analysis; Developmental psychology; Cognition; Clinical psychology; Dementia; Personality; Disease; Social psychology; Psychiatry; Medicine; Internal medicine","score_opus":0.08663013594361033,"score_gpt":0.3362709437809174,"score_spread":0.24964080783730705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3117832363","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97983706,0.000035823392,0.007976504,0.010694702,0.000015279285,0.00032458553,0.000024244293,0.00004750479,0.0010443198],"genre_scores_gemma":[0.99787164,0.0000068471986,0.00039174844,0.001178889,0.000076433615,0.000020258045,0.00041209444,0.000010296406,0.000031808413],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987,0.00012582695,0.00042012648,0.0002843583,0.00028451512,0.0001851555],"domain_scores_gemma":[0.9993485,0.00017719205,0.0000895865,0.00006681269,0.00022497405,0.00009291013],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000749837,0.000108970366,0.00022803691,0.000864792,0.00010528383,0.000104565275,0.000047584563,0.000058171834,0.00010903928],"category_scores_gemma":[0.00058480585,0.000111319154,0.00002164686,0.003444101,0.0000874898,0.00018632419,0.00009594759,0.00043834673,0.0000065065433],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029051362,0.00002737229,0.9791586,0.000049612383,0.00032475562,0.000027396529,0.0014677105,0.0000010914716,0.00037258596,0.0004135439,0.00010174531,0.018026544],"study_design_scores_gemma":[0.0016014802,0.00015004155,0.99432856,0.00006488707,0.0006199834,0.000009036087,0.001086309,0.00085525046,0.00064173905,0.00037690508,0.00016295206,0.00010288348],"about_ca_topic_score_codex":0.000008615728,"about_ca_topic_score_gemma":0.0000039326515,"teacher_disagreement_score":0.018034589,"about_ca_system_score_codex":0.000014925929,"about_ca_system_score_gemma":0.000035813526,"threshold_uncertainty_score":0.45394632},"labels":[],"label_agreement":null},{"id":"W3117886204","doi":"10.1093/geroni/igaa057.2491","title":"Affordable Rental Housing and Older Adults: A Case Study for Community Development Initiatives","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Affordable housing; Loneliness; Renting; Focus group; Aging in place; Social isolation; Public housing; Gerontology; Low income; Inclusion (mineral); Rental housing; Business; Community engagement; Social engagement; Community development; Psychology; Economic growth; Socioeconomics; Sociology; Political science; Medicine; Marketing; Public relations; Social psychology; Economics","score_opus":0.062102816218344646,"score_gpt":0.3456365642778505,"score_spread":0.2835337480595059,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3117886204","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9959252,0.000040681985,0.0024016246,0.0006631219,0.000057939793,0.00050979777,0.0000012866769,0.00004806986,0.00035231697],"genre_scores_gemma":[0.9980212,0.0000069204516,0.0014648417,0.00033609036,0.00008387272,0.000061366045,0.000006317885,0.0000061941896,0.000013206733],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9992177,0.00013800504,0.00027476455,0.00011630409,0.000116536045,0.0001367173],"domain_scores_gemma":[0.9995478,0.00013560918,0.00010480156,0.000042616768,0.00014777355,0.000021412108],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000835577,0.00006990648,0.00010173382,0.00011615198,0.0012093923,0.00006995277,0.000052483225,0.000020515527,0.0000068034487],"category_scores_gemma":[0.00027386702,0.00007334966,0.000007056858,0.0006754106,0.000047437137,0.00029890623,0.000046424757,0.00011365698,5.8165017e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000068441223,0.00006732735,0.12149973,0.00002824306,0.000010056258,0.000011040549,0.8729631,0.0000028554696,0.00000512796,0.00057372113,0.00008211902,0.0047498783],"study_design_scores_gemma":[0.0012937427,0.00004964975,0.121436596,0.00008940096,0.000006689777,0.0000027690503,0.8747417,0.0002397838,0.0000978598,0.00031705716,0.001550552,0.00017424552],"about_ca_topic_score_codex":0.013484477,"about_ca_topic_score_gemma":0.05611716,"teacher_disagreement_score":0.04263268,"about_ca_system_score_codex":0.000056121982,"about_ca_system_score_gemma":0.00007912601,"threshold_uncertainty_score":0.9930848},"labels":[],"label_agreement":null},{"id":"W3117929621","doi":"10.1093/geroni/igaa057.1912","title":"Impact of Be EPIC on Person-Centered Communication","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"EPIC; Facilitation; Psychology; Intervention (counseling)","score_opus":0.12162796224172526,"score_gpt":0.3994489285324762,"score_spread":0.2778209662907509,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3117929621","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9812536,0.000018313025,0.00024164427,0.008391853,0.000009632851,0.00020208345,0.0000031162256,0.000015942624,0.009863795],"genre_scores_gemma":[0.99852383,0.000008969763,0.00014656864,0.0011597723,0.00001958528,0.000008959532,0.00007181634,0.0000063336684,0.000054136763],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993634,0.000041363975,0.000210177,0.00009267611,0.00019170182,0.00010066272],"domain_scores_gemma":[0.9995629,0.00003548063,0.000074920325,0.00011212117,0.00018991981,0.000024667215],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002277223,0.00005150985,0.00010287262,0.00023862037,0.00002076281,0.000009068429,0.00005581784,0.000019300443,0.00035896336],"category_scores_gemma":[0.0001947949,0.00004585895,0.00002914005,0.0009282824,0.000026855316,0.00006579916,0.000020806847,0.00014991597,0.000010607734],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017188354,0.00016483445,0.956698,0.000055305172,0.000035752546,0.0000046883406,0.0017554412,0.0000083289715,0.026329318,0.00083330733,0.0007845105,0.013158631],"study_design_scores_gemma":[0.0016785832,0.0004235325,0.98924875,0.00016787977,0.000006085385,0.0000015316103,0.0006644031,0.0010925351,0.0064652604,0.00004483504,0.00016289436,0.000043715543],"about_ca_topic_score_codex":0.000040966515,"about_ca_topic_score_gemma":7.620514e-7,"teacher_disagreement_score":0.032550745,"about_ca_system_score_codex":0.000067845554,"about_ca_system_score_gemma":0.000054020617,"threshold_uncertainty_score":0.39303967},"labels":[],"label_agreement":null},{"id":"W3117985623","doi":"10.1093/geroni/igaa057.3516","title":"Working Conditions Supporting Person-Centered Care of Persons Living with Dementia in Long-Term Care Homes","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University","funders":"","keywords":"Dementia; Long-term care; Nursing; Focus group; Psychology; Medicine; Disease; Sociology","score_opus":0.05956325906233257,"score_gpt":0.36923574374098894,"score_spread":0.3096724846786564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3117985623","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9953141,0.0006460724,0.0004969769,0.0011586548,0.00035453588,0.00043428992,0.000015198568,0.00006590812,0.0015142179],"genre_scores_gemma":[0.9989245,0.0000077941295,0.0003755511,0.0002464749,0.00013511827,0.00004831297,0.00021262957,0.000026649446,0.00002295306],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99832124,0.0001304694,0.00068260863,0.0002744951,0.00020207727,0.0003891239],"domain_scores_gemma":[0.99893886,0.00015833936,0.0004543683,0.00013068618,0.00027949386,0.000038231774],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002307204,0.00013990891,0.00027123783,0.0005533691,0.000261697,0.000018277475,0.00011567381,0.00008733332,0.00017541027],"category_scores_gemma":[0.00014032664,0.00014492645,0.000032503674,0.0019339805,0.000036249312,0.00016034071,0.000051399613,0.00044794264,0.000004373365],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011436595,0.000012097905,0.7955985,0.0006306795,0.000013940792,0.00001002621,0.20111145,0.000032843433,0.0005017632,0.00010786747,0.00017369195,0.0017956601],"study_design_scores_gemma":[0.0006920656,0.00003388055,0.6405157,0.002681907,0.000020001713,8.2574127e-7,0.35574797,0.000037565092,0.00009155934,0.0000029174905,0.00005300838,0.00012262992],"about_ca_topic_score_codex":0.00025669712,"about_ca_topic_score_gemma":0.0009180388,"teacher_disagreement_score":0.15508288,"about_ca_system_score_codex":0.00022768365,"about_ca_system_score_gemma":0.00023367253,"threshold_uncertainty_score":0.5909929},"labels":[],"label_agreement":null},{"id":"W3118089260","doi":"10.1093/geroni/igaa057.1403","title":"Investigating the Factors That Influence Self-Efficacy Among Home Care Workers Providing Dementia Care","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Dementia; Workforce; Competence (human resources); Nursing; Medicine; Autonomy; Context (archaeology); Psychology; Social psychology","score_opus":0.053674139201542403,"score_gpt":0.35305200807497467,"score_spread":0.29937786887343226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3118089260","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9953034,0.00033585474,0.000109396875,0.0020463339,0.0005899766,0.0007653682,0.0000041551393,0.00026492882,0.000580573],"genre_scores_gemma":[0.9985357,0.000004025926,0.00036152007,0.00079323526,0.00014117622,0.000064070584,0.000061307575,0.00002960127,0.000009397603],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981207,0.00022184383,0.0006255867,0.00031065795,0.0003015136,0.00041965986],"domain_scores_gemma":[0.9986285,0.00034714866,0.00041823683,0.00020270508,0.00034280826,0.00006061536],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031056415,0.00017671369,0.00019453221,0.00022500292,0.0008705259,0.00006109362,0.0002489988,0.00012176001,0.000021265998],"category_scores_gemma":[0.00045966686,0.00014294793,0.00003451799,0.0023964106,0.000057155114,0.00033276554,0.00013022698,0.0007704438,0.000012450999],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000020485281,0.0000035871385,0.7670281,0.00021419507,0.000011776265,0.0000010080716,0.23097445,0.00013661229,0.00016745759,0.000087932494,0.00024826004,0.0011246005],"study_design_scores_gemma":[0.0003660547,0.000012108079,0.7145936,0.0004007517,0.000019102588,9.20072e-8,0.2830518,0.000054871376,0.00027376178,0.000029899003,0.0010591894,0.00013878143],"about_ca_topic_score_codex":0.0010168549,"about_ca_topic_score_gemma":0.00014395281,"teacher_disagreement_score":0.05243446,"about_ca_system_score_codex":0.00028124682,"about_ca_system_score_gemma":0.00027856498,"threshold_uncertainty_score":0.66954696},"labels":[],"label_agreement":null},{"id":"W3118113853","doi":"10.1093/geroni/igaa057.2805","title":"A Delphi Study on Dementia Care Technology Use and How to Mitigate Risks: Design to Implementation","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Transparency (behavior); Delphi method; Dementia; Delphi; Risk analysis (engineering); Value (mathematics); Business; Medicine; Computer science; Computer security","score_opus":0.3227833864973011,"score_gpt":0.5055754025545728,"score_spread":0.1827920160572717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3118113853","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9056782,0.000008183582,0.036109984,0.05600332,0.00003879959,0.0019281541,0.000004080637,0.00015510783,0.00007414658],"genre_scores_gemma":[0.9910306,0.0000022363265,0.007365438,0.001212395,0.00003936364,0.00032893734,0.0000033227318,0.000011899354,0.0000058101114],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9985965,0.000205732,0.000231517,0.00030616458,0.00039141165,0.0002686963],"domain_scores_gemma":[0.99926615,0.00011008076,0.000067269684,0.00011921883,0.00037547524,0.000061799416],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001121582,0.00008326199,0.00009870017,0.0009111875,0.00021253662,0.00022910663,0.00020600695,0.000050770246,0.000013485954],"category_scores_gemma":[0.001183488,0.00009641398,0.0000064241526,0.004432814,0.000041395797,0.00025109536,0.00012619003,0.00015969464,0.000009805535],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045973436,0.000054845666,0.7041008,0.000015270316,0.00002935483,0.000032191452,0.16192445,0.00021750765,0.013613154,0.009777717,0.003909857,0.106278874],"study_design_scores_gemma":[0.0012982755,0.0012143091,0.17488481,0.00012231784,0.000019033878,6.152105e-7,0.77500796,0.00015877644,0.030355087,0.0018777862,0.014531888,0.0005291236],"about_ca_topic_score_codex":0.00080501195,"about_ca_topic_score_gemma":0.0011842739,"teacher_disagreement_score":0.61308354,"about_ca_system_score_codex":0.00015960739,"about_ca_system_score_gemma":0.00007837694,"threshold_uncertainty_score":0.3931648},"labels":[],"label_agreement":null},{"id":"W3118154387","doi":"10.1093/geroni/igaa057.2720","title":"Creating Inclusive Advance Care Planning Tools","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University; University of Victoria","funders":"","keywords":"Conversation; Focus group; Advance care planning; Focus (optics); Palliative care; Hindi; Psychology; Metropolitan area; Medical education; Sociology; Medicine; Nursing; Linguistics; Communication","score_opus":0.1317444242904916,"score_gpt":0.4455814497888059,"score_spread":0.31383702549831427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3118154387","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96931314,0.0014450317,0.005643796,0.0018561388,0.00006819156,0.00015113375,0.0000053266135,0.00005309044,0.021464152],"genre_scores_gemma":[0.9891679,0.000018201981,0.008480249,0.0020634304,0.00017292258,0.000008013052,0.000059098154,0.000009941772,0.000020199624],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99926114,0.000013264782,0.00033680585,0.0001368633,0.00014499262,0.00010695753],"domain_scores_gemma":[0.9993903,0.000107340034,0.0001343375,0.000069823276,0.00027669923,0.000021466925],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000081149905,0.00007201358,0.00017681709,0.00014270385,0.000035012108,0.000008940047,0.00004408227,0.000031805444,0.000017044216],"category_scores_gemma":[0.0011491507,0.00007345206,0.000016159001,0.0010118585,0.000018795115,0.00014704459,0.000041690477,0.00014945434,0.000003956094],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057099005,0.0000101963615,0.852273,0.00037681177,0.000016987113,0.00005905118,0.09655466,0.0008890129,0.021522554,0.0020229586,0.0001561513,0.026061522],"study_design_scores_gemma":[0.0073871524,0.00052238494,0.2038496,0.018739408,0.000071002025,0.000015530548,0.26713923,0.0047486247,0.33896628,0.0008583878,0.1568385,0.0008639153],"about_ca_topic_score_codex":0.000014626347,"about_ca_topic_score_gemma":0.0000010646116,"teacher_disagreement_score":0.6484234,"about_ca_system_score_codex":0.000073948744,"about_ca_system_score_gemma":0.000054235996,"threshold_uncertainty_score":0.2995288},"labels":[],"label_agreement":null},{"id":"W3118212281","doi":"10.1093/geroni/igaa057.3285","title":"Dynamics of Multimorbidity Resilience and Health Outcomes Over Time in Community-Residing Older Adults","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Multimorbidity; Psychological resilience; Gerontology; Resilience (materials science); Medicine; Mental health; Structural equation modeling; Longitudinal study; Cross-sectional study; Psychology; Environmental health; Population; Psychiatry","score_opus":0.05310910982591651,"score_gpt":0.36744067196664953,"score_spread":0.31433156214073305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3118212281","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9869837,0.000038287082,0.00030208976,0.011662261,0.000021155436,0.00030007525,0.000004521044,0.00002926149,0.00065863243],"genre_scores_gemma":[0.99796575,0.0000118244625,0.00035557456,0.0015634262,0.000009910367,0.000005243362,0.000053944324,0.000007525254,0.000026790587],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999122,0.00005807803,0.00042376635,0.00012345242,0.00014771303,0.00012493884],"domain_scores_gemma":[0.9995773,0.00007019378,0.00014350483,0.00013848582,0.0000443014,0.000026230291],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005167522,0.0000761578,0.00020621602,0.00026349572,0.00003472691,0.000011493685,0.00006314387,0.000021920876,0.000034187124],"category_scores_gemma":[0.00020840968,0.00007885759,0.0000103449765,0.0009212669,0.000046407218,0.00013459174,0.00008753134,0.00023179459,0.0000015010662],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037205322,0.0000998679,0.98699325,0.0009908795,0.000008572588,0.0000074890954,0.003627976,0.00018173126,0.00013528473,0.0038643344,0.00020807114,0.0038453578],"study_design_scores_gemma":[0.0017973343,0.000032378604,0.9540692,0.0006946895,0.000003136906,3.9743023e-7,0.0019852845,0.04113255,0.000045021647,0.00017331527,0.000008221103,0.000058450627],"about_ca_topic_score_codex":0.0011244357,"about_ca_topic_score_gemma":0.000262683,"teacher_disagreement_score":0.04095082,"about_ca_system_score_codex":0.00015625234,"about_ca_system_score_gemma":0.000073710275,"threshold_uncertainty_score":0.32157192},"labels":[],"label_agreement":null},{"id":"W3166324710","doi":"","title":"CULTURE CHANGE IN CANADA: IMPLEMENTATION AND EVALUATION OF A NEIGHBOURHOOD TEAM DEVELOPMENT MODEL","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Urban Agriculture and Sustainability","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Conestoga College","funders":"","keywords":"Neighbourhood (mathematics); Culture change; Team development; Process management; Business; Environmental planning; Geography; Sociology; Knowledge management; Computer science; Social science; Mathematics","score_opus":0.07101451524005503,"score_gpt":0.31444153381838436,"score_spread":0.24342701857832932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3166324710","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9982566,0.000042480144,0.000004041567,0.00089750736,0.000024479923,0.0003066767,0.0000043381883,0.0000031818208,0.00046065796],"genre_scores_gemma":[0.9996716,0.0000035380567,0.00009092647,0.00009855368,0.00002566392,0.000056557663,0.00004337395,2.9035328e-7,0.000009510893],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99921596,0.000030790117,0.00028120828,0.00013438062,0.00022560304,0.00011208521],"domain_scores_gemma":[0.9995188,0.000010913906,0.00017913623,0.00003673513,0.00024294926,0.00001148122],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068921247,0.000059857317,0.00008423407,0.000022726625,0.00010462466,0.000027211156,0.00008242878,0.000027701886,0.000022872398],"category_scores_gemma":[0.00005636767,0.000026431755,0.000005238995,0.00024319842,0.000010919526,0.00022892156,0.00003869615,0.000058393878,8.952136e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000026687758,0.000015339943,0.7744815,0.000008201308,0.0000017480828,2.521119e-7,0.0018562685,0.000033567434,0.0042777983,0.0005187951,0.00005593405,0.21874793],"study_design_scores_gemma":[0.0002178552,0.000006860401,0.9916014,0.000018690818,0.0000021078952,2.7737462e-7,0.0028354824,0.003100592,0.0012421617,0.00076183974,0.00014815325,0.000064590975],"about_ca_topic_score_codex":0.44270903,"about_ca_topic_score_gemma":0.9450902,"teacher_disagreement_score":0.5023812,"about_ca_system_score_codex":0.00035810654,"about_ca_system_score_gemma":0.0001467351,"threshold_uncertainty_score":0.561002},"labels":[],"label_agreement":null},{"id":"W3166485183","doi":"","title":"Biology of Aging I","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Genetics, Aging, and Longevity in Model Organisms","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Biology; Computational biology","score_opus":0.01768100590564912,"score_gpt":0.2860684882970186,"score_spread":0.26838748239136945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3166485183","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96381325,0.00013250718,0.033912983,0.000229109,0.00026947947,0.00006346276,0.0000027906012,0.00000976786,0.0015666833],"genre_scores_gemma":[0.996,0.000022295839,0.0030559984,0.0004334693,0.00030204165,0.000003845472,0.000044030396,0.0000128773,0.00012546738],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992121,0.000030995365,0.00032766568,0.00020609464,0.00005816163,0.00016499106],"domain_scores_gemma":[0.9994265,0.000006653267,0.00012521121,0.00021793388,0.00021131214,0.00001243408],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032387587,0.00008373883,0.00009850757,0.00019129347,0.000037206068,0.00000834788,0.00013485464,0.00008245269,0.000028420744],"category_scores_gemma":[0.0000860443,0.000091190384,0.000018005047,0.00038598687,0.00012639668,0.000003265209,0.00007729429,0.00006266785,0.0000072874204],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000045985807,0.0000214645,0.077774435,0.0000146309685,0.000010396978,3.4580265e-7,0.00057832006,0.000046640336,0.9141664,0.0029461868,0.00022633518,0.0042102826],"study_design_scores_gemma":[0.00035508053,0.00011045773,0.013441899,0.000023871979,0.0000035025544,0.000004047854,0.00013205252,0.00020191801,0.9722082,0.0021405297,0.011230576,0.00014783401],"about_ca_topic_score_codex":0.000046581805,"about_ca_topic_score_gemma":0.00003731585,"teacher_disagreement_score":0.06433254,"about_ca_system_score_codex":0.000009840458,"about_ca_system_score_gemma":0.000038756953,"threshold_uncertainty_score":0.3718636},"labels":[],"label_agreement":null},{"id":"W3202946538","doi":"10.1093/geroni/igab043","title":"The Financial and Psychological Impact of Identity Theft Among Older Adults","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Cybercrime and Law Enforcement Studies","field":"Computer Science","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"U.S. Social Security Administration","keywords":"Identity theft; Disadvantaged; Identity (music); Socioeconomic status; Poverty; Psychology; Medicine; Political science; Computer security; Environmental health; Population","score_opus":0.025424268006429104,"score_gpt":0.3310752598666131,"score_spread":0.305650991860184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3202946538","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9726082,0.000102094426,0.025654417,0.00025201772,0.00011260612,0.000047526435,2.5232907e-7,0.000012106708,0.0012107847],"genre_scores_gemma":[0.99952286,0.00002983449,0.00028908733,0.00009847805,0.000019901598,0.0000045424904,8.6899047e-7,0.0000012095436,0.000033190732],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99941176,0.000024334453,0.00022719413,0.00012974619,0.00010781639,0.00009916836],"domain_scores_gemma":[0.999599,0.000056141485,0.000067777706,0.00014534077,0.00012554189,0.000006219343],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030875663,0.00004646399,0.0000671927,0.000052523108,0.000102359896,0.000060851384,0.00013578848,0.000019298905,0.000006713116],"category_scores_gemma":[0.0001430869,0.000031279258,0.00001881676,0.00083938835,0.00004826628,0.0003101687,0.00015040238,0.00007448368,7.8621446e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000073107394,0.00007258304,0.5406816,0.000013872117,0.0000147034,0.000009923107,0.003964837,0.000046826248,0.00040443317,0.37893805,0.0004031582,0.0754427],"study_design_scores_gemma":[0.00023234967,0.000014414546,0.9943042,0.000035559107,6.628924e-7,0.0000020045468,0.00008716819,0.00087171386,0.00027242664,0.0040949215,0.000044623066,0.000039971033],"about_ca_topic_score_codex":0.00011630917,"about_ca_topic_score_gemma":0.00014548938,"teacher_disagreement_score":0.45362258,"about_ca_system_score_codex":0.000015212667,"about_ca_system_score_gemma":0.000015080357,"threshold_uncertainty_score":0.1275531},"labels":[],"label_agreement":null},{"id":"W3214988525","doi":"10.1093/geroni/igab049","title":"Personal Care Aides as Household Employees and Independent Contractors: Estimating the Size and Job Characteristics of the Workforce","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Workforce; Business; Agency (philosophy); Work (physics); Earnings; Economic shortage; Government (linguistics); Quarter (Canadian coin); Labour economics; Demographic economics; Economics; Finance; Engineering; Economic growth","score_opus":0.04185515570213518,"score_gpt":0.3518338376901001,"score_spread":0.30997868198796497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3214988525","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9963791,0.0004069793,0.00006914212,0.0020095517,0.0005983002,0.00017882498,0.000011789169,0.000016788254,0.00032956677],"genre_scores_gemma":[0.9988603,0.000017918592,0.00028302154,0.00048710578,0.0001631115,0.000014155401,0.0000061475307,0.000010714872,0.00015750785],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990138,0.00013077124,0.0004112085,0.00012891418,0.00016360125,0.00015174624],"domain_scores_gemma":[0.99869925,0.00068189355,0.00025142857,0.00011786106,0.00023608813,0.000013464413],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037052436,0.000077658784,0.0001433798,0.000053976448,0.00036456346,0.000029633073,0.000058209498,0.00009102758,0.000015931724],"category_scores_gemma":[0.0009001325,0.000052440293,0.00001451632,0.00048389722,0.000060410395,0.00007156519,0.00008482979,0.0004643079,4.0388105e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011928857,0.0000091876,0.93102163,0.00017771573,0.000009019281,0.000004636139,0.055198055,0.0000056972776,0.0013745364,0.0013591349,0.00011473325,0.010713746],"study_design_scores_gemma":[0.00036346106,0.000009835963,0.9522833,0.0006650495,0.000012971478,0.000009604855,0.04544081,0.00006156618,0.00020167707,0.00040010677,0.0004837704,0.000067832065],"about_ca_topic_score_codex":0.00022398918,"about_ca_topic_score_gemma":0.00007591103,"teacher_disagreement_score":0.021261703,"about_ca_system_score_codex":0.00005342316,"about_ca_system_score_gemma":0.00015912998,"threshold_uncertainty_score":0.28039643},"labels":[],"label_agreement":null},{"id":"W4200000044","doi":"10.1093/geroni/igab046.1509","title":"Domestic and International Perspectives on Financing Adult Education and Training","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Lifelong learning; Political science; Socioeconomic status; Qualitative research; Qualitative property; Economic growth; Globalization; International education; Higher education; Public relations; Sociology; Economics; Social science; Population","score_opus":0.1339079383561865,"score_gpt":0.44121977591126954,"score_spread":0.30731183755508307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200000044","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97289056,0.00008695834,0.00013590732,0.007443533,0.00032035884,0.00006452436,4.985016e-7,0.00001411329,0.019043535],"genre_scores_gemma":[0.9985634,0.00011040376,0.00044888823,0.00035324192,0.00013649453,0.0000126555915,0.0000045653715,0.0000028412214,0.00036748167],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9994334,0.00004383641,0.00014891448,0.0001619288,0.00012562296,0.0000862859],"domain_scores_gemma":[0.9996282,0.0000664078,0.000047284237,0.000042085194,0.00020200845,0.000014050159],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040068472,0.00004050468,0.000048947575,0.00012161637,0.00013776831,0.000084916894,0.000031255615,0.000021289026,0.000027623822],"category_scores_gemma":[0.00095442473,0.000045699835,0.000005397355,0.00039364226,0.00007228438,0.00015633558,0.000015730642,0.00006224944,8.514926e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000033409372,0.00008157885,0.20535968,0.000015761349,0.0000047877706,0.0000011333567,0.19920188,0.000011630584,0.00033031424,0.48555857,0.000059544494,0.10937177],"study_design_scores_gemma":[0.00042952778,0.000019399104,0.39934188,0.00033289238,0.0000040677273,0.000003459043,0.5562391,0.00019735884,0.00013751938,0.039911162,0.003212689,0.00017088547],"about_ca_topic_score_codex":0.00025464044,"about_ca_topic_score_gemma":0.00027415343,"teacher_disagreement_score":0.44564742,"about_ca_system_score_codex":0.0001459568,"about_ca_system_score_gemma":0.00015775101,"threshold_uncertainty_score":0.18635853},"labels":[],"label_agreement":null},{"id":"W4200001589","doi":"10.1093/geroni/igab046.1441","title":"COVID-19 Impact on Alberta Nursing Home Workers: An Interpretive Descriptive Study With Direct Care Providers","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Alberta Health; University of Alberta","funders":"","keywords":"Nursing; Workload; Health care; Teamwork; Medicine; Private sector; Psychology; Business; Economic growth; Political science","score_opus":0.04637700810451157,"score_gpt":0.42639575407840546,"score_spread":0.3800187459738939,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200001589","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9877121,0.000080624864,0.00062235113,0.0020242478,0.00079793873,0.001052474,0.000011653102,0.000105480736,0.007593133],"genre_scores_gemma":[0.9980032,0.0000013795371,0.00024428972,0.0009897959,0.00014034007,0.00013317174,0.00009665234,0.000039114107,0.0003520499],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9975309,0.0007028162,0.00053846923,0.0005050612,0.00028166306,0.0004411238],"domain_scores_gemma":[0.9980468,0.00063123595,0.00027109613,0.00035191784,0.00057593116,0.00012300961],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004914989,0.00022663664,0.00032871714,0.0006587757,0.00046382134,0.000060038503,0.00011903179,0.00010513277,0.00015278364],"category_scores_gemma":[0.00090562523,0.00018806086,0.000034119694,0.00279074,0.000057472287,0.00036078485,0.000033677406,0.0006034112,0.000012549565],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006153547,0.00023960522,0.38668486,0.00007311315,0.000045485784,0.000049666898,0.6063384,0.00039879655,0.00007709644,0.00014567857,0.0016432545,0.0036887235],"study_design_scores_gemma":[0.0014242172,0.00065207935,0.1278321,0.0016946244,0.000030264651,0.000003685334,0.8675068,0.000057860394,0.000057561254,0.00017311725,0.00031138826,0.00025630294],"about_ca_topic_score_codex":0.009075938,"about_ca_topic_score_gemma":0.0047147684,"teacher_disagreement_score":0.26116845,"about_ca_system_score_codex":0.004105645,"about_ca_system_score_gemma":0.0024676705,"threshold_uncertainty_score":0.9997174},"labels":[],"label_agreement":null},{"id":"W4200003994","doi":"10.1093/geroni/igab046.3237","title":"A Coordinated Analysis Examining the Association Between Personality Traits and Cognitive Dispersion","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Cognition; Big Five personality traits; Personality; Openness to experience; Psychology; Dispersion (optics); Effects of sleep deprivation on cognitive performance; Cognitive test; Clinical psychology; Developmental psychology; Social psychology; Psychiatry","score_opus":0.039918831771975624,"score_gpt":0.3434542219602186,"score_spread":0.30353539018824294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200003994","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9919578,0.000064847314,0.0022242686,0.0025879259,0.000011287038,0.00015619199,0.000009043853,0.000015356287,0.002973294],"genre_scores_gemma":[0.998648,0.000008310811,0.00004176384,0.00044985276,0.00004506988,0.000015648191,0.00018058135,0.000004820372,0.0006059424],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99892473,0.00015473164,0.00024392564,0.00019660415,0.00031879987,0.00016120666],"domain_scores_gemma":[0.99886024,0.000346106,0.00009808785,0.000038728496,0.0006342006,0.000022657556],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012586421,0.000065568616,0.00016202108,0.0003389856,0.00010684774,0.00005638909,0.000022395705,0.00004266471,0.00015008342],"category_scores_gemma":[0.0008739161,0.000053542546,0.00002669931,0.003807859,0.000029586283,0.00010026768,0.000037640446,0.00021092937,0.0000027511721],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013579581,0.000033273696,0.96973246,0.000019169745,0.00041818977,0.000013073081,0.0009876436,4.2520068e-7,0.0030093074,0.00008729277,0.000016723709,0.025668854],"study_design_scores_gemma":[0.000977999,0.00002884104,0.9921945,0.000092708644,0.00045897925,0.0000022985168,0.0033676943,0.00036232136,0.0023332874,0.000053458363,0.0000724796,0.00005546547],"about_ca_topic_score_codex":0.000047138765,"about_ca_topic_score_gemma":0.000024209041,"teacher_disagreement_score":0.025613388,"about_ca_system_score_codex":0.00010799154,"about_ca_system_score_gemma":0.00006497538,"threshold_uncertainty_score":0.21834017},"labels":[],"label_agreement":null},{"id":"W4200018854","doi":"10.1093/geroni/igab046.3472","title":"Cognitive Decline and Retirement: Findings From the Canadian Longitudinal Study on Aging","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Longitudinal study; Health and Retirement Study; Cognition; Propensity score matching; Psychology; Stroop effect; Life expectancy; Gerontology; Cognitive skill; Cognitive decline; Cohort study; Demography; Medicine; Psychiatry; Dementia; Environmental health","score_opus":0.08715203208074887,"score_gpt":0.36014481268008847,"score_spread":0.2729927805993396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200018854","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9772075,0.00006446693,0.00007884019,0.020772817,0.00015373716,0.00031824547,0.0000133486365,0.00002006668,0.0013709783],"genre_scores_gemma":[0.9944614,0.0000037627278,0.00014658073,0.004951766,0.00012337015,0.000018895407,0.00011455849,0.000013662835,0.0001659989],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988901,0.000049372895,0.0003171792,0.00028077204,0.0002713147,0.00019125461],"domain_scores_gemma":[0.9991736,0.00026054753,0.000057304802,0.00016189656,0.0003029048,0.0000437615],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004474526,0.00010457076,0.00013906267,0.00023814778,0.00017001634,0.000078839046,0.000050357856,0.000037081565,0.00009257663],"category_scores_gemma":[0.0009525128,0.00009116713,0.00001076571,0.0011000411,0.000043200354,0.00007389899,0.000052617048,0.0003300336,0.000011804338],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015072831,0.00005525412,0.99075836,0.000007609529,0.00003393337,0.00022096852,0.004343675,0.0000016173271,0.00030755045,0.00035410063,0.0002203375,0.0036815016],"study_design_scores_gemma":[0.0018086109,0.000052605927,0.9909854,0.0005782319,0.000027614098,0.000012380956,0.0045464933,0.00008672157,0.0012095597,0.00029231698,0.00031103616,0.00008902685],"about_ca_topic_score_codex":0.03979017,"about_ca_topic_score_gemma":0.20921414,"teacher_disagreement_score":0.16942397,"about_ca_system_score_codex":0.00019837049,"about_ca_system_score_gemma":0.00018939874,"threshold_uncertainty_score":0.96660393},"labels":[],"label_agreement":null},{"id":"W4200022093","doi":"10.1093/geroni/igab046.3686","title":"Descriptive Evidence of COVID-19’s Impact on Black LGBTQ Adults Amidst Ongoing Health Inequities","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sexual orientation; Transgender; Lesbian; Health equity; Quarter (Canadian coin); Pandemic; Mental health; Health care; Human rights; Coronavirus disease 2019 (COVID-19); Political science; Psychology; Medicine; Gender studies; Sociology; Geography; Psychiatry; Disease","score_opus":0.12341751151095515,"score_gpt":0.42381630407158233,"score_spread":0.3003987925606272,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200022093","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9802026,0.00045402566,0.0014065102,0.013268329,0.00012945707,0.00038005796,0.0000085998245,0.000086709835,0.004063717],"genre_scores_gemma":[0.9951674,0.00012884247,0.00021317393,0.0040420988,0.000076594835,0.000014749604,0.000066775385,0.000014853723,0.00027553696],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983822,0.00007381031,0.00065964053,0.0002748171,0.00036082714,0.0002487099],"domain_scores_gemma":[0.9988991,0.0001523889,0.00030894572,0.00028105226,0.00028706534,0.00007142502],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006709869,0.00013960322,0.00030614974,0.00057251885,0.00004963917,0.00003907233,0.000073601244,0.000030566436,0.00023721883],"category_scores_gemma":[0.0013452708,0.00013485324,0.00004471729,0.0017999721,0.00009991718,0.00026494678,0.000069415706,0.00017756336,0.0000115989],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034096304,0.001626868,0.49726087,0.030796243,0.000619639,0.0009845574,0.07616484,0.027710855,0.008854611,0.27828357,0.050225493,0.024062825],"study_design_scores_gemma":[0.013594009,0.0021904754,0.7451555,0.049901463,0.00012594438,0.00005628849,0.15390652,0.015481443,0.006576467,0.008806874,0.0031362276,0.0010687788],"about_ca_topic_score_codex":0.0008481589,"about_ca_topic_score_gemma":0.00014389274,"teacher_disagreement_score":0.26947668,"about_ca_system_score_codex":0.0015067167,"about_ca_system_score_gemma":0.0019506258,"threshold_uncertainty_score":0.54991555},"labels":[],"label_agreement":null},{"id":"W4200024749","doi":"10.1093/geroni/igab046.1247","title":"Resources and Services for Family Caregivers in the Time of COVID-19","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Respite care; Focus group; Feeling; Family caregivers; Pandemic; Resource (disambiguation); Agency (philosophy); Gerontology; Medicine; Coronavirus disease 2019 (COVID-19); Psychology; Nursing; Business; Disease; Sociology; Social psychology","score_opus":0.04642618015816213,"score_gpt":0.3860668596448629,"score_spread":0.3396406794867008,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200024749","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9886933,0.0002867845,0.00012187395,0.009194918,0.00013682691,0.00021466064,0.000009272602,0.00001056618,0.0013317738],"genre_scores_gemma":[0.99690336,0.0000143532025,0.00020423484,0.0025276397,0.000055001885,0.000029744775,0.00003579986,0.0000045711236,0.00022529169],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9992896,0.0001312628,0.00028678452,0.0000998122,0.00008215108,0.000110405585],"domain_scores_gemma":[0.9991189,0.0005236561,0.00011989353,0.000090511254,0.000137819,0.0000091957645],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007581434,0.00004001445,0.0000974852,0.00020620353,0.00011913243,0.0000071453032,0.00005932761,0.000047040772,0.000016138854],"category_scores_gemma":[0.00015701872,0.000033391578,0.000008655789,0.0009966686,0.000017904813,0.000048876103,0.000023265511,0.00010839206,0.0000012939867],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000099195524,0.00004549673,0.27263916,0.0021143956,0.000013284634,0.000011759889,0.69137347,0.00008487501,0.0065839374,0.006951249,0.014308576,0.0057745976],"study_design_scores_gemma":[0.0020911463,0.000028998307,0.20740499,0.00044291705,0.000011540482,0.0000019661734,0.6633908,0.00027016015,0.00015431298,0.0050208415,0.12105624,0.00012605937],"about_ca_topic_score_codex":0.00096380635,"about_ca_topic_score_gemma":0.00035724175,"teacher_disagreement_score":0.106747665,"about_ca_system_score_codex":0.000052690793,"about_ca_system_score_gemma":0.00013871874,"threshold_uncertainty_score":0.14569932},"labels":[],"label_agreement":null},{"id":"W4200026390","doi":"10.1093/geroni/igab046.2334","title":"The Impact of Tooth Retention on Health and Quality of Life in Older Adults","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Metabolism, Diabetes, and Cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dentition; Tooth loss; Quality of life (healthcare); Medicine; Oral health; Dentistry; Gerontology; Nursing","score_opus":0.029123768799323522,"score_gpt":0.34301970566728307,"score_spread":0.3138959368679595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200026390","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98080355,0.018829208,0.0000610748,0.000094712144,0.000047053207,0.00006093893,0.00000519714,9.0879473e-7,0.00009735301],"genre_scores_gemma":[0.99589723,0.0037516656,0.000033808272,0.0002316475,0.000026690348,0.0000047056596,0.000038784623,0.0000031423829,0.000012321241],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993267,0.00008264774,0.00034917262,0.00010340596,0.00006269554,0.00007536332],"domain_scores_gemma":[0.9995707,0.000014662,0.00017620708,0.0001144561,0.000112922644,0.000011036342],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005422108,0.000039455215,0.00009857673,0.000047824862,0.0000146859875,0.0000050043277,0.000028532415,0.00002997325,0.0000033684232],"category_scores_gemma":[0.00026759555,0.000031327076,0.000017641765,0.00029195144,0.000020860898,0.000002712909,0.000016006725,0.00004354588,5.913511e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000296569,0.00016199859,0.5081484,0.0003055548,0.00003910747,2.4936983e-7,0.0014110366,0.00017840911,0.11348613,0.0047197496,0.00062068045,0.3706321],"study_design_scores_gemma":[0.0015215646,0.00008961631,0.930244,0.00021148536,8.7149243e-7,2.144804e-7,0.0008219652,0.00006861216,0.06553912,0.0003375162,0.0010834337,0.000081601924],"about_ca_topic_score_codex":0.00024660944,"about_ca_topic_score_gemma":0.00013821365,"teacher_disagreement_score":0.4220956,"about_ca_system_score_codex":0.000013038792,"about_ca_system_score_gemma":0.00014052766,"threshold_uncertainty_score":0.1277481},"labels":[],"label_agreement":null},{"id":"W4200027098","doi":"10.1093/geroni/igab046.1608","title":"A Pandemic Paradox: Innovations in Psychological Resiliency and Suicide Prevention in Older Adults","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Social isolation; Apathy; Pandemic; Feeling; Psychology; Anger; Anxiety; Isolation (microbiology); Gerontology; Coronavirus disease 2019 (COVID-19); Social support; Psychiatry; Clinical psychology; Medicine; Social psychology; Cognition; Disease","score_opus":0.08537207896881213,"score_gpt":0.4670845237284623,"score_spread":0.38171244475965016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200027098","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9950999,0.00030046332,0.00063942495,0.0014288002,0.00027172887,0.00034323786,0.00000228671,0.0000314069,0.0018827678],"genre_scores_gemma":[0.99754304,0.000043126933,0.0002983977,0.0015500481,0.000032976997,0.00012379108,0.000058712376,0.000008929302,0.0003410016],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99824846,0.00015850193,0.0007868846,0.00042068068,0.000112486414,0.00027295988],"domain_scores_gemma":[0.9994714,0.00012283756,0.00012681185,0.00018590504,0.00007379295,0.000019221723],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008212436,0.00010119699,0.00016009086,0.0008140751,0.00003563014,0.000015334179,0.00006373435,0.00012333962,0.00018983979],"category_scores_gemma":[0.00018064262,0.00011270651,0.000011323858,0.0039927214,0.000032738935,0.00013739099,0.000037070826,0.00036484186,0.000011831736],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006120772,0.00038551338,0.9164416,0.000043819524,0.0000016736788,0.0000474298,0.0036209924,0.00000691133,0.0004888509,0.017472418,0.000083806255,0.06134573],"study_design_scores_gemma":[0.0025142874,0.000036528345,0.98854536,0.00036348822,9.573951e-7,0.000023729643,0.002005091,0.00006747281,0.000051030012,0.006030584,0.00025187613,0.00010959411],"about_ca_topic_score_codex":0.00062946556,"about_ca_topic_score_gemma":0.0027516147,"teacher_disagreement_score":0.07210372,"about_ca_system_score_codex":0.00023375488,"about_ca_system_score_gemma":0.000103474034,"threshold_uncertainty_score":0.45960382},"labels":[],"label_agreement":null},{"id":"W4200027836","doi":"10.1093/geroni/igab046.149","title":"Political Context and Political Participation Across the Lifespan in Africa","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging, Elder Care, and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Politics; Context (archaeology); Oppression; Political science; Political economy; Demographic economics; Development economics; Sociology; Economics; Geography; Law","score_opus":0.0977550354695329,"score_gpt":0.458253683950325,"score_spread":0.3604986484807921,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200027836","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96622634,0.00010637145,0.00033353985,0.018252978,0.00026946585,0.00019179081,0.0000054498846,0.000034474066,0.0145795895],"genre_scores_gemma":[0.98969275,0.0000025320992,0.00004064277,0.0095311785,0.00026872536,0.000077437166,0.000014835927,0.0000110050505,0.00036089832],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99794614,0.00041627043,0.0005815057,0.00018575139,0.00016022824,0.0007101046],"domain_scores_gemma":[0.9988105,0.000657423,0.00008179314,0.00013427407,0.00026077416,0.00005521572],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00096937356,0.00008336891,0.00016601094,0.00009007077,0.00036866573,0.000031406053,0.000059814905,0.00011914302,0.000044888795],"category_scores_gemma":[0.0013023735,0.00007192982,0.0000137245015,0.00085644244,0.00010917465,0.000122411,0.00009065205,0.00052058726,0.000016148248],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000037417087,0.000019102394,0.3650968,0.000028189146,0.0000026846626,0.0000075006205,0.05034748,4.0593562e-7,0.00005440568,0.5834904,0.00010661703,0.0008426727],"study_design_scores_gemma":[0.00087806245,0.000011445222,0.5477498,0.00027590312,0.0000055753553,0.000001410099,0.38387537,0.0003136307,0.00024604864,0.059525266,0.006960227,0.00015725274],"about_ca_topic_score_codex":0.00087147893,"about_ca_topic_score_gemma":0.0016679314,"teacher_disagreement_score":0.5239651,"about_ca_system_score_codex":0.00018869052,"about_ca_system_score_gemma":0.00018088086,"threshold_uncertainty_score":0.29332128},"labels":[],"label_agreement":null},{"id":"W4200028859","doi":"10.1093/geroni/igab046.2426","title":"Collection of Data on Persons Living With Dementia Who Go Missing: First Responder Perspectives","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta; University of Waterloo","funders":"","keywords":"Data collection; Missing data; Population; Interoperability; Data sharing; Standardization; Computer science; Data science; Medicine; World Wide Web; Sociology","score_opus":0.05338067765426801,"score_gpt":0.35693261997802855,"score_spread":0.30355194232376054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200028859","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9697756,0.00020225397,0.004799017,0.005082331,0.000035700617,0.00022384235,0.0000059548647,0.000024087016,0.019851208],"genre_scores_gemma":[0.9959347,0.000018457684,0.0015063643,0.0002070146,0.00004185332,0.000011099832,0.000052045445,0.000012979868,0.0022154448],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99884987,0.00006776983,0.00024443446,0.0003045492,0.00036885164,0.00016452253],"domain_scores_gemma":[0.9989658,0.00013882088,0.00009009939,0.0002686763,0.0005139388,0.000022681033],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061221817,0.00008160351,0.0001378996,0.00055970455,0.00011100384,0.000038412705,0.00007096527,0.000029437491,0.00044031974],"category_scores_gemma":[0.00050513976,0.00007596918,0.000013289089,0.0022548279,0.000052828203,0.00022039523,0.000078266596,0.00017797682,0.0000034718535],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002633001,0.0006566111,0.96540624,0.00022512965,0.00023239915,0.0000795608,0.0070446865,0.000012282031,0.014954071,0.0015253634,0.0030348627,0.0065655103],"study_design_scores_gemma":[0.0015378043,0.0002894776,0.9595398,0.0018849609,0.000059549784,0.000033552165,0.016446397,0.0015354254,0.01638796,0.000041185933,0.0021219875,0.000121947276],"about_ca_topic_score_codex":0.000029577617,"about_ca_topic_score_gemma":0.00005033158,"teacher_disagreement_score":0.026159136,"about_ca_system_score_codex":0.00010335146,"about_ca_system_score_gemma":0.00027583394,"threshold_uncertainty_score":0.48211923},"labels":[],"label_agreement":null},{"id":"W4200031357","doi":"10.1093/geroni/igab046.1909","title":"CATCH-ON Educational Interventions for Providers, Older Adults, and Caregivers","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Session (web analytics); Psychological intervention; Quarter (Canadian coin); Medical education; Aging in place; Health care; Psychology; Community college; Gerontology; Nursing; Medicine; Business; Political science; Advertising","score_opus":0.06265432419543575,"score_gpt":0.42171297000496,"score_spread":0.35905864580952424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200031357","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94758946,0.0008649157,0.0037277904,0.037619177,0.0008403938,0.00038693802,0.000018685467,0.00003326241,0.008919385],"genre_scores_gemma":[0.99092525,0.0000015702326,0.0005270945,0.00039837538,0.00008271172,0.00016835798,0.00012737737,0.000008251588,0.0077609885],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9992634,0.00005312938,0.00021433113,0.00024032423,0.000065580636,0.00016320904],"domain_scores_gemma":[0.9993875,0.0001885245,0.000055574856,0.00012523335,0.0002271729,0.000015980466],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002571467,0.00005749866,0.00007964476,0.0002704644,0.00007963145,0.00002456527,0.000050075916,0.00005066678,0.00027743867],"category_scores_gemma":[0.00020347175,0.000063825166,0.000023720415,0.00043897922,0.00004483923,0.000061844155,0.000019588777,0.0001392769,0.000014725093],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015563286,0.0006189275,0.20412338,0.0004748461,0.00014339271,0.000024077277,0.050237186,0.000011065965,0.00009554332,0.5646971,0.08307846,0.09634039],"study_design_scores_gemma":[0.006158369,0.00015887193,0.9023119,0.0018106091,0.000028897977,0.00008070345,0.06667973,0.00024028825,0.00048030034,0.011915478,0.009659168,0.00047567513],"about_ca_topic_score_codex":0.00013027241,"about_ca_topic_score_gemma":0.00013560634,"teacher_disagreement_score":0.69818854,"about_ca_system_score_codex":0.00004221893,"about_ca_system_score_gemma":0.00007611098,"threshold_uncertainty_score":0.30377588},"labels":[],"label_agreement":null},{"id":"W4200031558","doi":"10.1093/geroni/igab046.3451","title":"Virtual Testing of Seniors: The Feasibility of Research with Online Neuropsychological Tests (FRONT)","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Lawson Health Research Institute; University of New Brunswick; University of British Columbia; Horizon Health Network","funders":"","keywords":"Neuropsychology; Psychology; Neuropsychological assessment; Headset; Psychological intervention; Dementia; Cognition; Medical education; Applied psychology; Medicine; Psychiatry; Computer science","score_opus":0.17366212327199937,"score_gpt":0.4560154652849114,"score_spread":0.282353342012912,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200031558","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9938027,0.000022348773,0.0002662374,0.0026432876,0.000022343103,0.00029109398,0.0000041057015,0.000012421791,0.002935416],"genre_scores_gemma":[0.9980085,0.000002448806,0.0014698197,0.00018972844,0.000044144606,0.000009701142,0.000025393254,0.000007140899,0.00024311297],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99824435,0.00026549608,0.0004279478,0.00022101033,0.0006373514,0.00020384233],"domain_scores_gemma":[0.9968507,0.0005871251,0.00009616012,0.00024627845,0.0021985518,0.000021176409],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002040564,0.000062348954,0.00015496944,0.00027832534,0.000046872337,0.000011601909,0.00008428764,0.000030358671,0.000118721204],"category_scores_gemma":[0.0032753176,0.000039886647,0.000015510308,0.0033328508,0.00027158478,0.000055608307,0.000088779874,0.00044619665,0.0000018743693],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015411574,0.0005361729,0.8791661,0.00005495232,0.000010868051,0.00006690738,0.00023199874,0.0000076188558,0.10591948,0.000313905,0.000046125755,0.013491751],"study_design_scores_gemma":[0.0010615501,0.00064587995,0.979735,0.00029585464,0.000005731,0.00004109676,0.0018933768,0.00022579856,0.015791036,0.00020902103,0.00005977186,0.000035882098],"about_ca_topic_score_codex":0.0000370097,"about_ca_topic_score_gemma":0.000020109934,"teacher_disagreement_score":0.1005689,"about_ca_system_score_codex":0.00004002653,"about_ca_system_score_gemma":0.00024557931,"threshold_uncertainty_score":0.39210975},"labels":[],"label_agreement":null},{"id":"W4200043089","doi":"10.1093/geroni/igab046.2928","title":"The Life Satisfaction of Informal Caregivers in Europe: Regime Type, Intersectionality, and Stress Process Factors","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Family and Patient Care in Intensive Care Units","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Context (archaeology); Welfare; Welfare state; Life satisfaction; Psychology; Social support; Demographic economics; Intersectionality; Social psychology; Sociology; Political science; Economics; Geography; Gender studies","score_opus":0.07334913917627521,"score_gpt":0.3748436219595933,"score_spread":0.3014944827833181,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200043089","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99393255,0.0000687492,0.00003994534,0.00045565935,0.0016993254,0.00016785224,0.000017333296,0.000015072403,0.0036034898],"genre_scores_gemma":[0.99905694,0.000043507524,0.00001207331,0.00061326637,0.000037035123,0.0000109107295,0.00007211617,0.000007215002,0.00014693219],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988134,0.0001779935,0.0005669959,0.00012193328,0.0001642362,0.00015544704],"domain_scores_gemma":[0.99554807,0.00072709937,0.00025295196,0.000107000145,0.0033466362,0.000018267563],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034402433,0.00007618509,0.00011584477,0.00024661317,0.00018224005,0.00001060575,0.00005440395,0.00007480896,0.000020665262],"category_scores_gemma":[0.0052211583,0.00006401622,0.000008233494,0.0020696255,0.000061151775,0.00021353767,0.000064224005,0.00043865936,0.0000021330713],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034028126,0.0000053036238,0.97976476,0.00014407723,0.000008364445,0.000002409643,0.0140578095,0.00010896799,0.00013044986,0.0043289256,0.00059530814,0.0008196229],"study_design_scores_gemma":[0.000387212,0.00002043126,0.8905789,0.00080087007,0.0000029401644,9.36189e-7,0.105751306,0.0000598547,0.0004145144,0.00020856647,0.0016992302,0.0000752434],"about_ca_topic_score_codex":0.0007195031,"about_ca_topic_score_gemma":0.0022640645,"teacher_disagreement_score":0.09169349,"about_ca_system_score_codex":0.00006460444,"about_ca_system_score_gemma":0.00034808207,"threshold_uncertainty_score":0.6250591},"labels":[],"label_agreement":null},{"id":"W4200043619","doi":"10.1093/geroni/igab046.468","title":"There Is No Community Here: Living Alone, Place, and Older Peoples' Risk of Social Isolation","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Social isolation; Social exclusion; Neighbourhood (mathematics); Isolation (microbiology); Psychology; Social psychology; Gerontology; Qualitative research; Sociology; Medicine; Political science; Social science","score_opus":0.02735521456150324,"score_gpt":0.33720042959770674,"score_spread":0.3098452150362035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200043619","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.985585,0.00009564759,0.00027302263,0.0037588286,0.0001529257,0.00007779522,0.000007120208,0.000018250383,0.010031428],"genre_scores_gemma":[0.997673,0.00011950184,0.00028852504,0.0013094711,0.00009472815,0.0000040998457,0.000005869468,0.000005399217,0.0004994171],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99883956,0.0004469535,0.00031070018,0.000079588215,0.00016203185,0.00016118787],"domain_scores_gemma":[0.99885124,0.000616365,0.00017521136,0.000073968135,0.0002666949,0.00001653422],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015730773,0.000051269344,0.00012359404,0.0000846369,0.0006548675,0.000051171486,0.00006146945,0.000071771996,0.00022110686],"category_scores_gemma":[0.0010460339,0.00005776834,0.000015070218,0.0008180959,0.00006384699,0.0001986094,0.00004672732,0.00024112313,0.000002881276],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000020634807,0.000026628408,0.8744763,0.00012319312,0.000005636364,3.6152537e-7,0.106628254,0.000002802626,0.000027053466,0.016121572,0.0006004981,0.0019856438],"study_design_scores_gemma":[0.00017036131,0.0000030205638,0.93200177,0.00014396365,0.0000033245965,1.8564495e-7,0.06375886,0.00013775007,0.000032493608,0.00070962124,0.002970846,0.00006780237],"about_ca_topic_score_codex":0.013554036,"about_ca_topic_score_gemma":0.014770473,"teacher_disagreement_score":0.05752548,"about_ca_system_score_codex":0.00006512985,"about_ca_system_score_gemma":0.00021209981,"threshold_uncertainty_score":0.9930148},"labels":[],"label_agreement":null},{"id":"W4200048893","doi":"10.1093/geroni/igab046.507","title":"Self-Transcendent Wisdom Mediates the Association Between Spirituality and Well-Being in Six Nations","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Psychological Well-being and Life Satisfaction","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Spirituality; Generalizability theory; China; Psychology; Association (psychology); Well-being; Life satisfaction; Social psychology; Sample (material); Developmental psychology; Political science; Medicine; Chemistry; Psychotherapist","score_opus":0.023329503910184356,"score_gpt":0.33095083294657623,"score_spread":0.3076213290363919,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200048893","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92638874,0.000090910515,0.00067129213,0.010370686,0.0006492624,0.00018031217,0.0000033415479,0.00008330777,0.061562125],"genre_scores_gemma":[0.9982292,0.000038257946,0.00022185297,0.0009581803,0.00020882308,0.000042011998,0.000046860685,0.000010165258,0.00024461618],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981866,0.0004052679,0.00060289545,0.00031924353,0.00023598444,0.00024999614],"domain_scores_gemma":[0.9985636,0.0009193729,0.00020046985,0.00016985118,0.00012633674,0.000020376987],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018805094,0.00011113855,0.00016431595,0.00035137674,0.00014283482,0.00006545279,0.000084838146,0.00016307324,0.0001276945],"category_scores_gemma":[0.00046187354,0.0001012496,0.000023717843,0.0020911633,0.00002918062,0.00014111567,0.000023717903,0.00045888074,0.000035509092],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000040601526,0.00006388441,0.92973256,0.000014553122,0.00003576221,0.0000070989745,0.006865189,0.000018587118,0.00024482262,0.05922222,0.00018981869,0.0036014698],"study_design_scores_gemma":[0.00073765963,0.000009994533,0.9748804,0.000044935812,0.0000128240235,0.000003400784,0.001364886,0.00006789629,0.0002678098,0.016020017,0.006469542,0.000120665565],"about_ca_topic_score_codex":0.0001771907,"about_ca_topic_score_gemma":0.00040451228,"teacher_disagreement_score":0.071840465,"about_ca_system_score_codex":0.0002028284,"about_ca_system_score_gemma":0.000026470323,"threshold_uncertainty_score":0.41288388},"labels":[],"label_agreement":null},{"id":"W4200050105","doi":"10.1093/geroni/igab046.2603","title":"Fall Prevention in Adults With Cognitive Impairment: Systematic Review and Meta-Analysis","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; Ontario Neurotrauma Foundation; McMaster University","funders":"","keywords":"Psychological intervention; Fall prevention; Meta-analysis; Dementia; Falls in older adults; Balance (ability); Medicine; Cognition; Gait; Poison control; Physical therapy; Physical medicine and rehabilitation; Injury prevention; Cognitive impairment; Gerontology; Psychiatry; Internal medicine; Environmental health; Disease","score_opus":0.04961279045961293,"score_gpt":0.3842819962664695,"score_spread":0.3346692058068566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200050105","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93598044,0.040684678,0.0071998574,0.0040774005,0.000119041746,0.007960703,0.00005261824,0.000115107796,0.0038101596],"genre_scores_gemma":[0.99478626,0.00068193703,0.00032473795,0.0018817997,0.000011865355,0.0009326581,0.00022996879,0.000011152191,0.0011396171],"study_design_codex":"systematic_review","study_design_gemma":"observational","domain_scores_codex":[0.99737215,0.00083310495,0.0011191616,0.0002892742,0.00018332455,0.00020296566],"domain_scores_gemma":[0.99862856,0.0001713285,0.000570541,0.00017164966,0.00043855998,0.00001934424],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018258593,0.00012553047,0.0008857544,0.00044490208,0.00009726932,0.000012038715,0.000045722798,0.00006918234,0.000047852598],"category_scores_gemma":[0.00022723938,0.000099615296,0.00008342652,0.0035535938,0.0000151051745,0.00022371014,0.000038788432,0.00029561494,0.000013288204],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008906581,0.0010712562,0.21931463,0.730316,0.027541347,0.000070050824,0.012597791,0.000006809237,0.00010606516,0.008521996,0.00017795966,0.0001870158],"study_design_scores_gemma":[0.006083991,0.00011432555,0.6317371,0.15723428,0.18422444,0.000013694101,0.016180709,0.0006894517,0.00000874527,0.0029983562,0.00002176923,0.00069310656],"about_ca_topic_score_codex":0.00012489548,"about_ca_topic_score_gemma":0.0021301373,"teacher_disagreement_score":0.57308173,"about_ca_system_score_codex":0.00008389562,"about_ca_system_score_gemma":0.00008629856,"threshold_uncertainty_score":0.4062194},"labels":[],"label_agreement":null},{"id":"W4200050718","doi":"10.1093/geroni/igab046.3110","title":"Cognitive Changes in Older Adults Following a Stepped Care Intervention for Late-life Depression","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cognition; Verbal fluency test; Depression (economics); Psychological intervention; Intervention (counseling); Fluency; Clinical psychology; Medicine; Psychology; Cognitive decline; Psychiatry; Dementia; Neuropsychology; Internal medicine","score_opus":0.1462365630238358,"score_gpt":0.45332154781558653,"score_spread":0.3070849847917507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200050718","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9933187,0.00046259398,0.002065942,0.0003553352,0.0012546914,0.0019089524,0.000029675693,0.00003375582,0.0005703713],"genre_scores_gemma":[0.9939796,0.000012086363,0.0002814628,0.002639213,0.00009656045,0.0011842698,0.0015981452,0.000017734745,0.00019095164],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981103,0.0002601058,0.0007967661,0.00028436325,0.00017803174,0.00037045675],"domain_scores_gemma":[0.99894583,0.00028529306,0.00027388785,0.00009734901,0.00035443803,0.00004317748],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007165003,0.00010900531,0.00018316632,0.0003852673,0.00023722874,0.000008120874,0.000048385788,0.00011499204,0.0000899861],"category_scores_gemma":[0.00026715797,0.000114499984,0.00003293859,0.00088855275,0.0000058589126,0.00013388689,0.000069317175,0.0002933358,0.00001159954],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024454802,0.00014695546,0.9060387,0.004008999,0.000009079314,0.000009860192,0.044861283,0.000009788197,0.00019548244,0.00023253338,0.00007435672,0.04416844],"study_design_scores_gemma":[0.032164868,0.0002278056,0.4956857,0.08637691,0.000025533467,4.4955186e-7,0.37365553,0.0031668455,0.006380613,0.0005001602,0.0012733641,0.0005422316],"about_ca_topic_score_codex":0.0003403315,"about_ca_topic_score_gemma":0.003485656,"teacher_disagreement_score":0.41035298,"about_ca_system_score_codex":0.00028709348,"about_ca_system_score_gemma":0.00015124421,"threshold_uncertainty_score":0.46691737},"labels":[],"label_agreement":null},{"id":"W4200055368","doi":"10.1093/geroni/igab046.2039","title":"Environmental Assessment of Housing for Older Adults Facing Housing Insecurity","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dietary Effects on Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Aging in place; General partnership; Audit; Built environment; Business; Function (biology); Environmental health; Environmental planning; Geography; Gerontology; Engineering; Medicine; Civil engineering; Finance","score_opus":0.02181874404916236,"score_gpt":0.33631431453044347,"score_spread":0.31449557048128113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200055368","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98664296,0.00009662526,0.011668113,0.00053216313,0.00019142078,0.0005218379,0.000010161372,0.000029601259,0.00030711174],"genre_scores_gemma":[0.98273325,0.000013046669,0.01632717,0.0006933911,0.00006895546,0.000022161981,0.00011127068,0.000021292952,0.000009472627],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99872905,0.000042420183,0.0005552772,0.00024201914,0.00022909054,0.00020213309],"domain_scores_gemma":[0.99940544,0.00010900566,0.00019651701,0.00017127156,0.000091698625,0.000026077487],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005577371,0.000100773774,0.00024487887,0.00029088452,0.000055019642,0.000012366624,0.000030154106,0.000052254843,0.000030845404],"category_scores_gemma":[0.00012298257,0.00011349073,0.000033569162,0.0006251709,0.000025638714,0.00014053554,0.00003502893,0.00017993453,6.9897305e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007245561,0.00046664194,0.8026844,0.0016743809,0.000039294082,0.000049254526,0.0021710228,0.00025473165,0.08601403,0.0009806266,0.000040375053,0.105552725],"study_design_scores_gemma":[0.003960817,0.00011337237,0.9257977,0.0021468138,0.000027772603,0.000017461212,0.0018634432,0.015844408,0.049651798,0.00015752348,0.00023735463,0.000181517],"about_ca_topic_score_codex":0.00004828353,"about_ca_topic_score_gemma":0.000014221734,"teacher_disagreement_score":0.12311326,"about_ca_system_score_codex":0.00026893234,"about_ca_system_score_gemma":0.00017067547,"threshold_uncertainty_score":0.46280175},"labels":[],"label_agreement":null},{"id":"W4200056068","doi":"10.1093/geroni/igab046.1083","title":"Barriers to and Facilitators for Optimal Intervention for Apathy in Older Adults With Dementia","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Apathy; Dementia; Intervention (counseling); Guideline; Psychology; Health professionals; Medicine; Health care; Psychiatry; Clinical psychology; Cognition; Disease","score_opus":0.013493543282310323,"score_gpt":0.3243229063844539,"score_spread":0.31082936310214354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200056068","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93664765,0.00005642062,0.061065823,0.0010515475,0.000037327973,0.0010244576,0.000009733872,0.000009254118,0.00009779418],"genre_scores_gemma":[0.99312824,0.0000020610532,0.0056640636,0.00041474294,0.00001687425,0.0005186605,0.000087679444,0.000008929079,0.0001587443],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99919575,0.00001847188,0.00026287496,0.00021575988,0.00012437567,0.00018278183],"domain_scores_gemma":[0.9994579,0.00003928581,0.000033749024,0.00005765055,0.00036435926,0.000047085945],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004857473,0.00006626708,0.00010576901,0.0003921666,0.0000351308,0.000026500347,0.000020715897,0.000023862362,0.00007285161],"category_scores_gemma":[0.00036078133,0.00006393555,0.00001771439,0.0007107239,0.000016128986,0.000104464976,0.000022970917,0.00006311554,6.9566283e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00081934524,0.00010177534,0.9277773,0.00055228744,0.000050395396,0.000014832097,0.0025705139,0.000016059246,0.002583812,0.0005797258,0.00017805539,0.0647559],"study_design_scores_gemma":[0.017671688,0.00085777644,0.93084705,0.0020169213,0.000037933176,0.00001066719,0.018679805,0.0023573127,0.025573628,0.00018649331,0.0015659877,0.00019474929],"about_ca_topic_score_codex":0.000013406616,"about_ca_topic_score_gemma":0.000042629857,"teacher_disagreement_score":0.06456115,"about_ca_system_score_codex":0.000048878595,"about_ca_system_score_gemma":0.000069508395,"threshold_uncertainty_score":0.26072162},"labels":[],"label_agreement":null},{"id":"W4200061914","doi":"10.1093/geroni/igab046.1664","title":"Social Isolation and Aging Out of Place Among Immigrants and Refugee Seniors in Canada","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Regina; University of Saskatchewan; University of Alberta","funders":"","keywords":"Refugee; Immigration; Conceptualization; Social isolation; Isolation (microbiology); Context (archaeology); Government (linguistics); Prioritization; Political science; Economic growth; Sociology; Psychology; Geography; Business","score_opus":0.02184079387934333,"score_gpt":0.3252589303688644,"score_spread":0.30341813648952104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200061914","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9923108,0.00007586461,0.000034217515,0.006721085,0.00014671226,0.000061005197,0.0000019292477,0.0000048535207,0.0006435011],"genre_scores_gemma":[0.99915004,0.000028491488,0.000080625185,0.0005852579,0.000044375018,0.0000025300553,0.0000035632213,0.000003169634,0.00010192215],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99919605,0.00008199352,0.00030293583,0.00010304339,0.0001508211,0.00016513439],"domain_scores_gemma":[0.99967116,0.00010816079,0.00009812479,0.0000288949,0.000075733595,0.000017895454],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059392094,0.000041456122,0.00010847299,0.00011221697,0.00013688902,0.0000249118,0.00002592561,0.00003390821,0.00000768329],"category_scores_gemma":[0.0002139498,0.000049429673,0.0000043047985,0.00061755383,0.00004289453,0.00017146156,0.000019332809,0.0000943656,6.356975e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000001520964,0.000002375193,0.9720742,0.000050603663,0.0000012508232,0.0000035331445,0.017303336,0.000009523444,0.000040851977,0.0065910392,0.00006320226,0.003858571],"study_design_scores_gemma":[0.00021309975,7.64896e-7,0.97319,0.00009105926,9.34055e-7,1.5654696e-7,0.024521623,0.00026664094,0.000064062726,0.0003972118,0.0011982862,0.000056134846],"about_ca_topic_score_codex":0.8750105,"about_ca_topic_score_gemma":0.9892955,"teacher_disagreement_score":0.114284985,"about_ca_system_score_codex":0.00022805903,"about_ca_system_score_gemma":0.00065799477,"threshold_uncertainty_score":0.20156835},"labels":[],"label_agreement":null},{"id":"W4200063672","doi":"10.1093/geroni/igab046.2955","title":"“We’ve all Lost so Much”: The Experiences of Essential Family Caregivers’ Long Term Care Visitations During COVID-19","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ontario Tech University; University of Calgary; University of Toronto","funders":"","keywords":"Staffing; Harm; Nursing; Thematic analysis; Coronavirus disease 2019 (COVID-19); Family caregivers; Long-term care; Psychology; Collateral damage; Medicine; Health care; Gerontology; Qualitative research; Political science; Sociology; Social psychology; Disease; Criminology","score_opus":0.0191311360118336,"score_gpt":0.32571422374083686,"score_spread":0.3065830877290033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200063672","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99109745,0.00037106228,0.0024732365,0.0025317138,0.00077271624,0.00013256767,0.0000071571903,0.000021123176,0.0025930018],"genre_scores_gemma":[0.99852604,0.00007883715,0.00015776888,0.0005593848,0.00018882981,0.000027797427,0.000061596416,0.000008021337,0.00039171008],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99861526,0.00014927398,0.00037734632,0.00022449029,0.0004268799,0.00020676403],"domain_scores_gemma":[0.998945,0.00013288895,0.00017706289,0.00014333069,0.00056759245,0.000034113273],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032185306,0.00009047977,0.00010834201,0.000212491,0.00075503765,0.00017626664,0.00022212608,0.000058086545,0.00010367494],"category_scores_gemma":[0.00032036784,0.00008899131,0.000047058522,0.0012567192,0.00022841405,0.0002666607,0.00007356871,0.00012622023,0.0000031775503],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000038855874,0.000015755915,0.014219753,0.00005423277,0.000017271283,0.000022774262,0.8997006,0.001120942,0.011232989,0.073059954,0.000113709444,0.0004381256],"study_design_scores_gemma":[0.00021805418,0.0000051348898,0.01095533,0.0000783116,0.000007328531,0.0000018248344,0.9847063,0.00019446154,0.0022025546,0.0006201967,0.00087573606,0.00013481113],"about_ca_topic_score_codex":0.0009573088,"about_ca_topic_score_gemma":0.0070402077,"teacher_disagreement_score":0.08500565,"about_ca_system_score_codex":0.00034015373,"about_ca_system_score_gemma":0.0009243837,"threshold_uncertainty_score":0.58072156},"labels":[],"label_agreement":null},{"id":"W4200064502","doi":"10.1093/geroni/igab046.1507","title":"Relational Approaches in Patient-Oriented Research During the COVID-19 Pandemic","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Participatory action research; Presentation (obstetrics); Set (abstract data type); Psychology; Medical education; Knowledge management; Medicine; Sociology; Computer science","score_opus":0.6744339799839872,"score_gpt":0.516965209301134,"score_spread":0.15746877068285325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200064502","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9899303,0.0001308913,0.00030300536,0.0038293914,0.00044306117,0.0008525774,0.000010680978,0.000031983367,0.004468151],"genre_scores_gemma":[0.9939061,0.000018993676,0.00029420902,0.004090166,0.00009917874,0.00046658787,0.000342856,0.000011394941,0.0007705624],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962765,0.0013534442,0.0010318015,0.00028543686,0.00053625496,0.0005165735],"domain_scores_gemma":[0.99823225,0.0010157388,0.00019723485,0.00023042972,0.0002570632,0.000067266454],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0042619915,0.000084969615,0.000115308714,0.0005569643,0.00092726166,0.000007756732,0.00009142553,0.00010373867,0.00025999502],"category_scores_gemma":[0.0008259528,0.00007211668,0.000012736595,0.003416603,0.000052631636,0.0001271728,0.00015948353,0.0012034096,0.000053106305],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041665706,0.000066806024,0.9479598,0.0004458972,0.0000023686064,0.000011464815,0.01655679,0.00027671858,0.00014951735,0.033515614,0.0002604882,0.0007128888],"study_design_scores_gemma":[0.0049797893,0.00006748455,0.76934946,0.0016387,0.0000025999393,0.000013480199,0.0963725,0.0024795933,0.00027967495,0.013520872,0.11094901,0.00034684382],"about_ca_topic_score_codex":0.00052067597,"about_ca_topic_score_gemma":0.0011873894,"teacher_disagreement_score":0.17861032,"about_ca_system_score_codex":0.0014376974,"about_ca_system_score_gemma":0.000862468,"threshold_uncertainty_score":0.71318406},"labels":[],"label_agreement":null},{"id":"W4200065220","doi":"10.1093/geroni/igab046.048","title":"Plasma Long Chain Fatty Acids and Cognitive Function in Older Adults: A Comparison of Statistical Analyses","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Fatty Acid Research and Health","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Sherbrooke; Toronto Metropolitan University; Centre intégré universitaire de santé et de services sociaux de la Capitale-Nationale; Centres Intégré Universitaires de Santé et de Services Sociaux; Université de Montréal; Université Laval","funders":"","keywords":"Cognition; Episodic memory; Verbal memory; Omega; Psychology; Eicosapentaenoic acid; Cohort; Effects of sleep deprivation on cognitive performance; Internal medicine; Medicine; Chemistry; Fatty acid; Psychiatry; Polyunsaturated fatty acid; Biochemistry","score_opus":0.057977394228149154,"score_gpt":0.4034678195068049,"score_spread":0.3454904252786557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200065220","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9520942,0.00022232273,0.046521503,0.00069478666,0.000115388066,0.00017391575,0.000016319267,0.000014103214,0.00014748464],"genre_scores_gemma":[0.99802536,0.000006364715,0.0015617877,0.00019031305,0.000030779844,0.000014613296,0.00015770315,0.000008603303,0.0000044628246],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998594,0.00016682479,0.00055068906,0.0002248787,0.00023376537,0.00022984756],"domain_scores_gemma":[0.99912655,0.00034447332,0.000117588716,0.00006953385,0.00031103037,0.000030816034],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045529948,0.00008202525,0.00022202899,0.0005799947,0.000054995933,0.000029746567,0.000030150268,0.000061909406,0.00005406241],"category_scores_gemma":[0.0007812266,0.00008789445,0.000009825796,0.0017590141,0.000073008465,0.00015104772,0.000029937915,0.00032819764,0.0000024150484],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00057961734,0.00021681811,0.9048241,0.00036906227,0.000014355783,0.00001988271,0.0038203804,0.0000643519,0.007267076,0.0009800504,0.000056037286,0.081788264],"study_design_scores_gemma":[0.0022056056,0.00009585044,0.9201496,0.0008843344,0.000009092827,0.0000034515456,0.00705403,0.019420082,0.049770474,0.00031067792,0.000007459111,0.00008931377],"about_ca_topic_score_codex":0.00025999828,"about_ca_topic_score_gemma":0.0009963035,"teacher_disagreement_score":0.081698954,"about_ca_system_score_codex":0.00007049183,"about_ca_system_score_gemma":0.000062832114,"threshold_uncertainty_score":0.35842314},"labels":[],"label_agreement":null},{"id":"W4200067067","doi":"10.1093/geroni/igab046.518","title":"Employers’ Support of Older Adults Facing Ageism in the Workplace: A Scoping Review of the Literature","year":2021,"lang":"en","type":"review","venue":"Innovation in Aging","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Queen's University; Regional Municipality of Durham; University of Toronto","funders":"","keywords":"Grey literature; Thematic analysis; Psychological intervention; Inclusion (mineral); Psychology; Social support; Gerontology; Population; Peer support; Population ageing; Public relations; Applied psychology; Qualitative research; Sociology; Political science; Medicine; Social psychology; MEDLINE; Social science","score_opus":0.1691880861488933,"score_gpt":0.4693417695022382,"score_spread":0.3001536833533449,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200067067","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00055485097,0.9940133,0.000010026657,0.0009258699,0.0003594934,0.00230506,0.0000075709245,0.000008447406,0.0018153525],"genre_scores_gemma":[0.001346392,0.9976226,0.000037338705,0.00058025314,0.000083816856,0.00017018548,0.000052282303,0.000012920571,0.00009418963],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.99599534,0.0011270371,0.0016340619,0.00030645134,0.000685051,0.00025205893],"domain_scores_gemma":[0.9979717,0.00031936998,0.0009576748,0.0004519312,0.00028648553,0.000012829883],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005237894,0.00019629618,0.00088641,0.00024346529,0.00011781098,0.00006605803,0.0005550986,0.00015980833,0.00009331088],"category_scores_gemma":[0.0011904348,0.00012503756,0.00020823523,0.0060707834,0.00014718954,0.00014216908,0.00010589941,0.00048377627,0.0000011727034],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000014825903,0.00013185396,0.0067345058,0.43870354,0.00003294539,0.0000069942307,0.08753712,0.0000016199276,3.3025256e-7,0.0047476836,0.0011669325,0.460935],"study_design_scores_gemma":[0.000099863726,0.0000044552944,0.00020922987,0.9314744,0.00003784984,0.0000011076066,0.0026074387,1.5631333e-7,0.0000012892028,0.00007404335,0.06536089,0.00012928667],"about_ca_topic_score_codex":0.00028148037,"about_ca_topic_score_gemma":0.0004082119,"teacher_disagreement_score":0.49277085,"about_ca_system_score_codex":0.00019898904,"about_ca_system_score_gemma":0.0006824753,"threshold_uncertainty_score":0.5098884},"labels":[],"label_agreement":null},{"id":"W4200069357","doi":"10.1093/geroni/igab046.2617","title":"The Effects of Mild Cognitive Impairment on Fall Severity in Older Adults","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Falls in older adults; Cognitive impairment; Montreal Cognitive Assessment; Poison control; Balance (ability); Age groups; Injury prevention; Cognition; Gerontology; Physical therapy; Demography; Psychiatry; Medical emergency","score_opus":0.016322488451914013,"score_gpt":0.349293873613133,"score_spread":0.332971385161219,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200069357","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99606335,0.00011065547,0.00010470261,0.0006578631,0.0006063283,0.00066301425,0.0000042320094,0.000017327875,0.0017725416],"genre_scores_gemma":[0.9983004,0.00006941143,0.000045653447,0.0010230845,0.000057636506,0.00015347412,0.000042307533,0.00000806813,0.0003000168],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998545,0.00037523214,0.00054041937,0.00016688969,0.00015370987,0.00021874353],"domain_scores_gemma":[0.99863,0.0007458715,0.00022267751,0.00012283688,0.00026680654,0.000011833826],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007897252,0.000076668606,0.00013110985,0.00014394337,0.00014432032,0.0000050736003,0.000055789296,0.000083192506,0.000005059937],"category_scores_gemma":[0.00042768545,0.00006453859,0.000019402565,0.00097113586,0.000022000833,0.00007105773,0.00004756452,0.0004201641,0.000014715312],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025921874,0.001154541,0.9358008,0.0016762367,0.000027702363,0.000024238547,0.018779106,0.0000013819669,0.0033468253,0.008399076,0.0012912053,0.02923967],"study_design_scores_gemma":[0.002693338,0.000027954029,0.9879558,0.004352992,0.0000025780284,2.552823e-7,0.003346352,0.00012237126,0.00032902756,0.0009817601,0.0001231033,0.00006444849],"about_ca_topic_score_codex":0.00018309092,"about_ca_topic_score_gemma":0.0006462247,"teacher_disagreement_score":0.05215502,"about_ca_system_score_codex":0.00011832954,"about_ca_system_score_gemma":0.00010807655,"threshold_uncertainty_score":0.26318073},"labels":[],"label_agreement":null},{"id":"W4200072031","doi":"10.1093/geroni/igab046.1542","title":"Age-Friendly and LGBTQ2+ Friendly Community Initiatives in Canada: Preliminary Findings","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging, Elder Care, and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Guelph; Brock University","funders":"","keywords":"Transgender; Queer; Lesbian; Globe; Political science; Sociology; Public relations; Psychology; Gender studies","score_opus":0.05413009838482899,"score_gpt":0.3756539231273169,"score_spread":0.32152382474248786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200072031","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98041743,0.00019645877,0.00014540981,0.0012337281,0.00036004928,0.00020408013,0.000011978079,0.000032972188,0.017397868],"genre_scores_gemma":[0.996124,0.000036487974,0.00033550625,0.0030187883,0.00007136989,0.000053453034,0.00008611705,0.000016961352,0.00025729422],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99784875,0.00074445904,0.0006649801,0.00018831324,0.00019088859,0.00036261554],"domain_scores_gemma":[0.99863744,0.0007090934,0.00017095316,0.00018462031,0.00026226553,0.000035643763],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00091089564,0.00012692122,0.00025421992,0.00026780626,0.000656587,0.000018021847,0.00011411318,0.00010493254,0.000080834456],"category_scores_gemma":[0.0008019315,0.00014736547,0.000011207023,0.0014146074,0.000059186677,0.0002954236,0.00019036674,0.001250187,0.0000032535581],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012847079,0.00003331878,0.8389935,0.00019788968,0.000009045211,0.00012459495,0.15001199,0.0000072718944,0.00022851392,0.0077275536,0.0011363147,0.0015171726],"study_design_scores_gemma":[0.0005439017,0.000018885825,0.7174472,0.0004958865,0.0000032862813,0.0000012901714,0.27731955,0.000040448896,0.00020955915,0.0021197854,0.0016506725,0.00014951757],"about_ca_topic_score_codex":0.63761944,"about_ca_topic_score_gemma":0.86117566,"teacher_disagreement_score":0.22355619,"about_ca_system_score_codex":0.00065095606,"about_ca_system_score_gemma":0.0014587154,"threshold_uncertainty_score":0.6009389},"labels":[],"label_agreement":null},{"id":"W4200072854","doi":"10.1093/geroni/igab046.499","title":"Modulators of Caregiver Distress and Corresponding Impacts on Persons With Dementia","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Dyad; Distress; Psychosocial; Psychology; Dementia; Psychological intervention; Affect (linguistics); Interdependence; Clinical psychology; Psychological distress; Developmental psychology; Caregiver burden; Cognition; Medicine; Psychiatry; Communication; Mental health; Disease","score_opus":0.01321506953861061,"score_gpt":0.2837081204177244,"score_spread":0.2704930508791138,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200072854","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9940012,0.00003949019,0.0006614878,0.00035744123,0.00012704793,0.00003466627,0.000006133811,0.000006415617,0.004766091],"genre_scores_gemma":[0.99946016,0.000006811971,0.00019448232,0.00010088047,0.00003230188,0.0000023233206,0.000014451648,0.000004123052,0.0001844918],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99946725,0.000038104634,0.000122989,0.00010208022,0.00017484759,0.000094732175],"domain_scores_gemma":[0.9996685,0.000041262047,0.000067059795,0.000046678677,0.00016327166,0.000013235641],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021713848,0.000041919822,0.000057289642,0.00014874105,0.0001241323,0.000041819185,0.00003387747,0.000021966209,0.000020517902],"category_scores_gemma":[0.000077256045,0.00004173453,0.000007942719,0.0006607334,0.000046103338,0.00010436313,0.000014280004,0.000052959218,2.1305425e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011553737,0.00002253241,0.338627,0.000019890082,0.000024865512,0.000013804254,0.02799438,0.0014635681,0.007030257,0.6228363,0.000095752635,0.0018600683],"study_design_scores_gemma":[0.00202477,0.00013936561,0.72610265,0.002157058,0.000054357388,0.000009682811,0.22239986,0.019644966,0.01678003,0.0037393558,0.006037199,0.00091072434],"about_ca_topic_score_codex":0.00035427566,"about_ca_topic_score_gemma":0.0012843923,"teacher_disagreement_score":0.61909693,"about_ca_system_score_codex":0.0000645824,"about_ca_system_score_gemma":0.000083073486,"threshold_uncertainty_score":0.17018847},"labels":[],"label_agreement":null},{"id":"W4200074337","doi":"10.1093/geroni/igab046.2071","title":"A Pilot of a Sustainability-Extending Intervention in Canadian Nursing Homes","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba; University of Alberta; York University; University of Toronto","funders":"","keywords":"Rubric; Sustainability; Scope (computer science); Process management; Booster (rocketry); Nursing; Thematic analysis; Quality management; Business; Medicine; Operations management; Qualitative research; Engineering; Psychology; Computer science; Management system; Sociology","score_opus":0.041334271325347685,"score_gpt":0.42236729796092864,"score_spread":0.381033026635581,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200074337","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9905102,0.00033583288,0.0005128249,0.0032586972,0.001109338,0.000282014,0.0000030264239,0.000019779554,0.00396827],"genre_scores_gemma":[0.9991285,0.0000042596885,0.0001888848,0.00007755266,0.000063056534,0.00003921456,0.00003926296,0.0000104462815,0.00044878494],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99829286,0.00026321554,0.0007555328,0.00018015016,0.000108508604,0.0003997143],"domain_scores_gemma":[0.99894685,0.00015979445,0.0001788724,0.00015135745,0.0005289833,0.000034123306],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013102663,0.00007164591,0.00017699547,0.0013342218,0.00012179244,0.000009099613,0.00005852261,0.000054446908,0.00017360394],"category_scores_gemma":[0.00091591856,0.00008533649,0.000023567218,0.003189054,0.000027183189,0.00014069767,0.000020196125,0.0003461125,0.000003373105],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032627147,0.00014883395,0.8614044,0.00048907887,0.000006438671,0.000039670842,0.027310818,0.000042305695,0.00056311436,0.04101107,0.0006707764,0.06828086],"study_design_scores_gemma":[0.0010662272,0.000038780927,0.88540727,0.0023177164,0.0000051536163,0.000002973892,0.0964588,0.00013153511,0.00023243994,0.013042012,0.0011717317,0.0001253628],"about_ca_topic_score_codex":0.21843404,"about_ca_topic_score_gemma":0.22899558,"teacher_disagreement_score":0.06914798,"about_ca_system_score_codex":0.0018783417,"about_ca_system_score_gemma":0.0010740062,"threshold_uncertainty_score":0.78677046},"labels":[],"label_agreement":null},{"id":"W4200076946","doi":"10.1093/geroni/igab046.1534","title":"At-Homeness: Rethinking Personhood-in-Community Through the Lens of Social Identity","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Personhood; Sociology; Ethnography; Identity (music); Dementia; Gender studies; Gerontology; Anthropology; Epistemology; Aesthetics; Medicine","score_opus":0.10841339889104193,"score_gpt":0.4268856916936804,"score_spread":0.31847229280263845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200076946","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9810658,0.0001128545,0.00019680447,0.006710545,0.0008184766,0.00014852652,0.0000043787904,0.000027600427,0.010915],"genre_scores_gemma":[0.9985766,0.000016035821,0.00016464385,0.00071433285,0.00014634215,0.000020229712,0.000032967735,0.000010576663,0.0003183138],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99797374,0.00082996464,0.0006288943,0.000116218725,0.00021687313,0.00023433162],"domain_scores_gemma":[0.99873435,0.0004184758,0.00029299912,0.00021975883,0.0003294327,0.0000049666373],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019264764,0.00007572838,0.0001929162,0.0001608314,0.00088776625,0.000011402996,0.00015338397,0.00011388767,0.00014614787],"category_scores_gemma":[0.00037973755,0.00006881722,0.000032216998,0.002399763,0.00005083684,0.00029417925,0.00017358366,0.00090713287,0.000008957189],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026521708,0.00009250313,0.13251776,0.0003793692,0.00001546925,0.0000059493254,0.7886637,0.000017025188,0.00519034,0.07012694,0.0019157784,0.0010486356],"study_design_scores_gemma":[0.0011565307,0.0000128759475,0.60863215,0.000547916,0.00001279007,0.000002026087,0.34124783,0.000025802963,0.00097008795,0.042425826,0.004797061,0.00016907105],"about_ca_topic_score_codex":0.0021816303,"about_ca_topic_score_gemma":0.0040511447,"teacher_disagreement_score":0.47611442,"about_ca_system_score_codex":0.0003597226,"about_ca_system_score_gemma":0.00020560152,"threshold_uncertainty_score":0.682807},"labels":[],"label_agreement":null},{"id":"W4200077272","doi":"10.1093/geroni/igab046.1482","title":"The Frailty Syndrome: An Emergent Property of Parallel Dysregulation in Multiple Physiological Systems?","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Université de Sherbrooke","funders":"","keywords":"Mahalanobis distance; Etiology; Psychology; Computer science; Psychiatry; Artificial intelligence","score_opus":0.08010646584045156,"score_gpt":0.31946431983476065,"score_spread":0.2393578539943091,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200077272","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9963615,0.00013091794,0.00064076646,0.0019884692,0.00023430087,0.00040324873,0.0000023218747,0.000028867911,0.00020963985],"genre_scores_gemma":[0.998438,0.00001680353,0.0007346281,0.000113831884,0.000041278618,0.00006212793,0.00010218552,0.000010497962,0.00048067284],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99851906,0.000123974,0.00070840423,0.00022304969,0.000250947,0.00017454903],"domain_scores_gemma":[0.9991119,0.00007514454,0.0001611226,0.00029789275,0.0003337507,0.000020188836],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004965869,0.000094626084,0.00021444824,0.0001532001,0.000051522038,0.000016839398,0.00007737448,0.00007352569,0.000024581039],"category_scores_gemma":[0.00066621066,0.000058485268,0.000020363887,0.0013069896,0.000052825148,0.00013210152,0.000040690054,0.0001981675,0.000004233466],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017966288,0.00082400127,0.6760897,0.0005337491,0.000059883696,0.00018097111,0.0023571136,0.019769983,0.27189657,0.007532241,0.00092258764,0.019653535],"study_design_scores_gemma":[0.0013144059,0.00006852989,0.9539897,0.00041409858,0.000004287697,0.000042664586,0.0009444952,0.040482443,0.001623993,0.00029350194,0.0007306818,0.00009119487],"about_ca_topic_score_codex":0.00020778071,"about_ca_topic_score_gemma":0.00012414384,"teacher_disagreement_score":0.2779,"about_ca_system_score_codex":0.000107003805,"about_ca_system_score_gemma":0.00008053901,"threshold_uncertainty_score":0.238496},"labels":[],"label_agreement":null},{"id":"W4200079889","doi":"10.1093/geroni/igab046.361","title":"Cross-National Analysis of Bereavement From COVID-19 and Depressive Symptoms Among Older Adults in Europe","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Context (archaeology); Mental health; Coronavirus disease 2019 (COVID-19); Demography; Depressive symptoms; Medicine; Health and Retirement Study; Psychology; Gerontology; Psychiatry; Disease; Geography","score_opus":0.028992857125226132,"score_gpt":0.37548431980975167,"score_spread":0.3464914626845255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200079889","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99655676,0.00012481895,0.0005872024,0.0002655471,0.00017859337,0.00017403967,0.00008426224,0.000012760249,0.0020160198],"genre_scores_gemma":[0.9972422,0.000013081667,0.000082352075,0.0017113176,0.00003044278,0.00004375419,0.00063754147,0.000009191225,0.00023010092],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984057,0.00011625877,0.0006846573,0.0003741054,0.00023893922,0.00018035305],"domain_scores_gemma":[0.99902314,0.00015028827,0.00028621158,0.00016255169,0.0003316746,0.00004612837],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040794417,0.00010049003,0.00020913192,0.00076751044,0.000046031688,0.000025550962,0.00006975916,0.000059561502,0.00055383355],"category_scores_gemma":[0.00014889042,0.000112343376,0.000020035823,0.0033696403,0.00006155107,0.00011524429,0.00006114635,0.00012863148,0.000003213833],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024347723,0.00019334118,0.9834171,0.00005666545,0.00015885095,0.000025884097,0.007048262,0.00028256225,0.00023965225,0.0069264756,0.000075510914,0.0015513794],"study_design_scores_gemma":[0.002032457,0.000011054826,0.99525744,0.000119237535,0.000028921824,8.6210963e-7,0.0009973077,0.0004257077,0.00054984336,0.00036388737,0.00011803966,0.00009524489],"about_ca_topic_score_codex":0.004046967,"about_ca_topic_score_gemma":0.0020601102,"teacher_disagreement_score":0.011840368,"about_ca_system_score_codex":0.00016446764,"about_ca_system_score_gemma":0.00011549493,"threshold_uncertainty_score":0.611783},"labels":[],"label_agreement":null},{"id":"W4200080193","doi":"10.1093/geroni/igab046.213","title":"Age, Attitudes to Aging, and Identity in Older Canadian Women","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Perspective (graphical); Life course approach; Sense of agency; Personal identity; Identity (music); Psychology; Agency (philosophy); Successful aging; Social psychology; Social identity theory; Identity formation; Gerontology; Interdependence; Self-concept; Developmental psychology; Sociology; Social group; Medicine","score_opus":0.05073715241934594,"score_gpt":0.4195943020967674,"score_spread":0.36885714967742145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200080193","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9826953,0.00012628266,0.00023274335,0.0035619854,0.00023094287,0.000088652414,0.000001707506,0.000017201573,0.013045203],"genre_scores_gemma":[0.99357426,0.0000013592755,0.00018455308,0.0020850012,0.00003980148,0.00005304454,0.000009995677,0.000008625052,0.004043358],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99889106,0.00009436168,0.00024058593,0.00027493882,0.00009569433,0.00040337263],"domain_scores_gemma":[0.99960274,0.000044512737,0.00002574646,0.00017056716,0.000090515634,0.00006590539],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008101299,0.00006878785,0.000119293996,0.0008600864,0.000058036407,0.00006262128,0.000094452735,0.00006520699,0.00051300507],"category_scores_gemma":[0.0001382226,0.00008318494,0.000005458423,0.0018797809,0.000035200344,0.00012742054,0.00005367443,0.00025452516,0.00005970655],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003167399,0.000030799838,0.95101666,0.00001648806,0.0000107189435,0.00042849485,0.020524526,0.00000578427,0.00011156039,0.019874467,0.0009874852,0.0069898507],"study_design_scores_gemma":[0.00037552445,0.0000059849162,0.99158216,0.000048392387,5.384602e-7,0.000015238787,0.004223378,0.0000075473185,0.000032620617,0.0011826288,0.0024346495,0.0000913646],"about_ca_topic_score_codex":0.04149595,"about_ca_topic_score_gemma":0.36953232,"teacher_disagreement_score":0.32803637,"about_ca_system_score_codex":0.00022556755,"about_ca_system_score_gemma":0.00011419117,"threshold_uncertainty_score":0.9648868},"labels":[],"label_agreement":null},{"id":"W4200081921","doi":"10.1093/geroni/igab046.3275","title":"Older Portuguese And Mexican Adults And Sexual Well-Being? A Cross-Cultural Qualitative Study","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Portuguese; Human sexuality; Psychosocial; Psychology; Qualitative research; Gerontology; Psychological intervention; Quality of life (healthcare); Developmental psychology; Medicine; Gender studies; Sociology; Psychiatry","score_opus":0.02645478449139976,"score_gpt":0.3872309417570409,"score_spread":0.36077615726564116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200081921","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9954026,0.00036067216,0.000016486105,0.0024104794,0.000052896492,0.0001862242,0.0000037484845,0.00001791298,0.0015489771],"genre_scores_gemma":[0.9983577,0.000023211907,0.00026918948,0.0008480458,0.00008715529,0.000023248536,0.000051165818,0.000006258693,0.00033400505],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991745,0.000035413435,0.00029397808,0.00022166448,0.00016016074,0.00011428607],"domain_scores_gemma":[0.9993236,0.000070259375,0.00005882057,0.0000607844,0.0004601075,0.000026406138],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002946243,0.00008259486,0.00015988339,0.00009186091,0.00008559333,0.000036388512,0.000013252568,0.000024779714,0.000026482192],"category_scores_gemma":[0.00020758959,0.00007237889,0.0000072753846,0.0005566478,0.00008468911,0.00012787782,0.00005322717,0.000114739785,0.0000010406189],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018276845,0.00051215314,0.84577507,0.00021704636,0.00009463153,0.00022870157,0.13695946,6.806129e-7,0.0009610189,0.0089600375,0.00079737575,0.0053110863],"study_design_scores_gemma":[0.0033274018,0.0001381579,0.7392876,0.00015130428,0.000011448769,0.00003505963,0.25546438,0.000025069028,0.0002124863,0.00091413705,0.0003344653,0.00009848273],"about_ca_topic_score_codex":0.00015547672,"about_ca_topic_score_gemma":0.00006475631,"teacher_disagreement_score":0.11850492,"about_ca_system_score_codex":0.00002856069,"about_ca_system_score_gemma":0.000019922863,"threshold_uncertainty_score":0.29515257},"labels":[],"label_agreement":null},{"id":"W4200082262","doi":"10.1093/geroni/igab046.2893","title":"The Effects of Exercise on Cognitive Function in Older Adults With Different Types of Dementia: A Meta-Analysis","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Dementia; Meta-analysis; Cognition; Vascular dementia; Moderation; Randomized controlled trial; Medicine; Gerontology; Disease; Psychology; Physical therapy; Physical medicine and rehabilitation; Clinical psychology; Psychiatry; Internal medicine","score_opus":0.019749162995164347,"score_gpt":0.30512067175332863,"score_spread":0.2853715087581643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200082262","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99656886,0.0009458226,0.0012921871,0.00022716662,0.000023376666,0.00045074173,0.0000017759413,0.0000043033756,0.00048576677],"genre_scores_gemma":[0.9995208,0.000057825964,0.00001972894,0.00008205528,0.000005043995,0.0001284817,0.00004340612,0.0000057072043,0.00013699844],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989121,0.00008949659,0.00034466502,0.00016385753,0.00036990433,0.00012000347],"domain_scores_gemma":[0.9988095,0.00032038617,0.00013846309,0.000109699846,0.0006100503,0.000011881436],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032782042,0.00008058547,0.0003412193,0.0005523707,0.00002419163,0.000009538938,0.00002750953,0.000023253935,0.000121134115],"category_scores_gemma":[0.00020964617,0.000048373968,0.00008274047,0.0025563932,0.000038370188,0.00004229129,0.000022400729,0.000121638644,9.16688e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015628195,0.0012024656,0.9359328,0.0009283338,0.03415191,0.000052220774,0.0013190527,0.000020264732,0.0034230254,0.00065271166,0.000017713053,0.020736655],"study_design_scores_gemma":[0.0025575422,0.0002705734,0.8918217,0.0006599639,0.019663524,5.6136e-7,0.0013539767,0.00012275798,0.083429344,0.00006698049,0.0000024643787,0.000050617633],"about_ca_topic_score_codex":0.000026705751,"about_ca_topic_score_gemma":0.000067053836,"teacher_disagreement_score":0.08000632,"about_ca_system_score_codex":0.000018784525,"about_ca_system_score_gemma":0.000040691673,"threshold_uncertainty_score":0.19726332},"labels":[],"label_agreement":null},{"id":"W4200085053","doi":"10.1093/geroni/igab046.891","title":"COVID-19 and the Intersection of Race, Ethnicity, and Sexual Minority Status.","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University; University of Victoria","funders":"","keywords":"Loneliness; Minority stress; Psychology; Sexual orientation; Feeling; Ethnic group; Social isolation; Mental health; Sexual minority; Sadness; Anxiety; Transgender; Intersectionality; Clinical psychology; Social psychology; Gender studies; Anger; Psychiatry; Sociology","score_opus":0.0843109428930222,"score_gpt":0.4376073269692909,"score_spread":0.3532963840762687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200085053","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9916039,0.00032066408,0.0020114514,0.0034922594,0.0003193129,0.000132195,0.000005645028,0.00001289052,0.0021017],"genre_scores_gemma":[0.9955169,0.000022364417,0.00007980531,0.0039413115,0.000036161447,0.000011152261,0.0000122249585,0.0000032949795,0.00037680435],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992321,0.0001506212,0.00027532852,0.00015844891,0.00007201389,0.00011148451],"domain_scores_gemma":[0.9994317,0.00027015776,0.000105399515,0.00010406957,0.000057159697,0.0000314842],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007841929,0.000050047933,0.00010351765,0.00011957346,0.000057640933,0.000010829196,0.000025807503,0.000039673094,0.00008859441],"category_scores_gemma":[0.0002919804,0.000043521224,0.00000576374,0.00063712825,0.000111022426,0.000053376294,0.000055543394,0.00014960094,0.0000010028409],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025982337,0.00009138234,0.74052054,0.00042655235,0.00002244315,0.000011169864,0.037223063,0.000007290979,0.002397106,0.15564033,0.0010108716,0.062389445],"study_design_scores_gemma":[0.0069478704,0.00008806411,0.92943424,0.000048783295,0.000015544405,0.000060427705,0.032269195,0.00045025803,0.00075524073,0.009965535,0.019798154,0.00016669792],"about_ca_topic_score_codex":0.0073647206,"about_ca_topic_score_gemma":0.0017557598,"teacher_disagreement_score":0.1889137,"about_ca_system_score_codex":0.00015783877,"about_ca_system_score_gemma":0.00021078541,"threshold_uncertainty_score":0.99924535},"labels":[],"label_agreement":null},{"id":"W4200092126","doi":"10.1093/geroni/igab046.945","title":"Neighborhood Cohesion and the Mental Health of Multimorbid Older Adults: CLSA Path Analysis Through Loneliness","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Loneliness; Structural equation modeling; Mental health; Path analysis (statistics); Psychology; Cohesion (chemistry); Gerontology; Social support; Life satisfaction; Quality of life (healthcare); Physical health; Medicine; Psychiatry; Social psychology","score_opus":0.024460649224997213,"score_gpt":0.36162307332357946,"score_spread":0.33716242409858227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200092126","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8861144,0.0015019017,0.00374706,0.10666085,0.00038565515,0.00036696013,0.000019645502,0.000024566521,0.0011789562],"genre_scores_gemma":[0.991642,0.00066646736,0.00055102573,0.006978226,0.000058847414,0.0000091584,0.00003473278,0.0000037207085,0.000055798904],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986649,0.00024430535,0.00050562597,0.0001453397,0.0002475874,0.00019222376],"domain_scores_gemma":[0.9992638,0.00019093367,0.00021356574,0.00010145333,0.00020886182,0.0000213493],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013904182,0.000057315414,0.00022025852,0.00010917789,0.00029816254,0.000035491757,0.00006699334,0.000038067898,0.000059248792],"category_scores_gemma":[0.00030519327,0.000044821427,0.000030856212,0.0025344277,0.00011460284,0.00015627766,0.000034894783,0.00009796533,5.0649635e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030349194,0.000067930116,0.7329177,0.00017729777,0.0000436576,0.0000017502962,0.0978744,0.000037533257,0.0000041123476,0.15488134,0.0004963,0.013467582],"study_design_scores_gemma":[0.0037322743,0.000010046579,0.8617818,0.0004759242,0.000027412882,0.0000010086004,0.12217092,0.0038507807,0.000080279366,0.0025675073,0.0051114047,0.00019066822],"about_ca_topic_score_codex":0.013784889,"about_ca_topic_score_gemma":0.004572764,"teacher_disagreement_score":0.15231383,"about_ca_system_score_codex":0.00007431444,"about_ca_system_score_gemma":0.00020847702,"threshold_uncertainty_score":0.9927824},"labels":[],"label_agreement":null},{"id":"W4200092519","doi":"10.1093/geroni/igab046.2793","title":"Evaluating a Geriatric Educational Program: Exploring Opportunities for Increasing Impact and Scale","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Geriatrics; Pace; Medical education; Scale (ratio); Curriculum; Stakeholder; Multidisciplinary approach; Health care; Educational program; Psychology; Population; Medicine; Nursing; Gerontology; Pedagogy; Public relations; Political science","score_opus":0.8674617933783118,"score_gpt":0.6973250454702937,"score_spread":0.17013674790801803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200092519","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9948166,0.00014088525,0.0007677744,0.0020649682,0.00013848701,0.00032405983,0.0000025076806,0.000037289203,0.0017074196],"genre_scores_gemma":[0.95212406,0.000028767035,0.04679614,0.00006696558,0.00027091062,0.0005354656,0.000012849014,0.000009907293,0.00015495048],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9981311,0.0007092652,0.00031281903,0.0001822824,0.00034654327,0.00031797777],"domain_scores_gemma":[0.9980372,0.0011326071,0.00009926419,0.0000747125,0.00059361465,0.00006259923],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.009002215,0.00006432211,0.00010559555,0.00035766413,0.0003921206,0.00021353531,0.000063894804,0.000031852436,0.00005731958],"category_scores_gemma":[0.009496115,0.00007267222,0.000019575842,0.0015936376,0.000100973986,0.0005681282,0.00004443004,0.00010159624,6.341225e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002939864,0.00011707541,0.19124338,0.0000823782,0.000015852216,0.0000036401032,0.021820512,0.00005642,0.0126250135,0.03230408,0.00006308147,0.7416392],"study_design_scores_gemma":[0.002122881,0.00023947457,0.7629859,0.0007181432,0.00003830182,0.0000150485075,0.12344222,0.017375996,0.007949733,0.06450062,0.019752217,0.0008594583],"about_ca_topic_score_codex":0.0004282697,"about_ca_topic_score_gemma":0.00011572752,"teacher_disagreement_score":0.7407797,"about_ca_system_score_codex":0.0002472462,"about_ca_system_score_gemma":0.0013943004,"threshold_uncertainty_score":0.9988473},"labels":[],"label_agreement":null},{"id":"W4200094937","doi":"10.1093/geroni/igab046.1466","title":"At-Homeness Influences the Cognition of Multimorbid Older Adults: Longitudinal Path Analysis Through Loneliness","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Loneliness; Psychology; Dementia; Depression (economics); Gerontology; Cognition; Structural equation modeling; Path analysis (statistics); Longitudinal study; Life satisfaction; Social support; Cognitive decline; Clinical psychology; Medicine; Psychiatry; Social psychology; Internal medicine","score_opus":0.04979662024013569,"score_gpt":0.37971007427518094,"score_spread":0.32991345403504524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200094937","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9911359,0.0002619658,0.0016833695,0.0051443554,0.00024133448,0.00013374077,0.0000118047465,0.000019988638,0.0013675347],"genre_scores_gemma":[0.99790776,0.0001188246,0.00029647423,0.0014032671,0.00009861015,0.000027240185,0.00004790763,0.0000042079505,0.00009573994],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99853617,0.00015959959,0.0005442921,0.00018137736,0.00035100224,0.00022758123],"domain_scores_gemma":[0.9986654,0.00027694006,0.00023749005,0.00012835125,0.0006748354,0.000017006296],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009085968,0.00007181513,0.00018689859,0.00016095156,0.00035253057,0.00004730977,0.00012034334,0.00005624843,0.00026012174],"category_scores_gemma":[0.0005011105,0.000059226822,0.00004459086,0.004835731,0.00013616397,0.00028424794,0.000043746728,0.000098721575,0.0000034397399],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009994819,0.000045049797,0.96175367,0.00010468903,0.00004557677,0.0000057807565,0.020466967,0.00033325612,0.000023501243,0.014934873,0.000061982246,0.0022146576],"study_design_scores_gemma":[0.00034740783,0.0000025399725,0.9686867,0.00022163602,0.000040212308,4.3281122e-7,0.0280092,0.00030479868,0.00049171,0.00080474094,0.0009939674,0.000096672265],"about_ca_topic_score_codex":0.006994777,"about_ca_topic_score_gemma":0.010116027,"teacher_disagreement_score":0.014130132,"about_ca_system_score_codex":0.000094289666,"about_ca_system_score_gemma":0.00017599312,"threshold_uncertainty_score":0.99961776},"labels":[],"label_agreement":null},{"id":"W4200101910","doi":"10.1093/geroni/igab046.864","title":"Where to Start the Journey to Advance Age Inclusivity at Your Institution","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Cognitive reframing; Institution; Leverage (statistics); Presentation (obstetrics); Public relations; Plan (archaeology); Political science; General partnership; Sociology; Engineering ethics; Psychology; Engineering; Social psychology; Medicine; Social science; Computer science; Law","score_opus":0.09460449818560444,"score_gpt":0.42914335187378966,"score_spread":0.3345388536881852,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200101910","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93043214,0.00021528275,0.013436874,0.03417048,0.0007358342,0.0001954547,0.0000040090804,0.000042996453,0.020766951],"genre_scores_gemma":[0.9839675,0.00000271281,0.0008043714,0.004570802,0.00013900016,0.000061114246,0.000012068887,0.000010046509,0.010432416],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99870586,0.00018735902,0.00030430304,0.00029534442,0.00019504788,0.00031208934],"domain_scores_gemma":[0.99921185,0.00008265369,0.000058870566,0.00036430208,0.0002413906,0.00004091551],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009586526,0.000088879526,0.00011994623,0.00025240734,0.0002719875,0.000039110455,0.00018342648,0.00006326997,0.00034321347],"category_scores_gemma":[0.00038335283,0.00007828283,0.000015575912,0.001978749,0.000045109733,0.00010085353,0.0002590969,0.0003378127,0.0003700876],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033834766,0.00036699735,0.45130187,0.0000850149,0.00009655529,0.001206605,0.10135658,0.0022924975,0.025278226,0.214607,0.086759716,0.11631059],"study_design_scores_gemma":[0.00108204,0.000067075736,0.5196459,0.00023110927,0.000005877551,0.00011980983,0.00846505,0.00007425524,0.0024852755,0.0024470377,0.46501723,0.00035934197],"about_ca_topic_score_codex":0.0001735761,"about_ca_topic_score_gemma":0.002504715,"teacher_disagreement_score":0.3782575,"about_ca_system_score_codex":0.00024216373,"about_ca_system_score_gemma":0.000076315955,"threshold_uncertainty_score":0.47568506},"labels":[],"label_agreement":null},{"id":"W4200102916","doi":"10.1093/geroni/igab046.916","title":"Effects of Loneliness and Social Isolation on Cognitive Health: Latest Perspectives and Future Directions","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Loneliness; Social isolation; Isolation (microbiology); Psychology; Cognition; Cognitive decline; Operationalization; Pandemic; Gerontology; Dementia; Clinical psychology; Developmental psychology; Medicine; Coronavirus disease 2019 (COVID-19); Psychiatry; Disease","score_opus":0.024076681132118766,"score_gpt":0.3650061982638856,"score_spread":0.34092951713176683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200102916","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9438714,0.0013377379,0.00013644982,0.053477567,0.0002496797,0.0001478309,0.000004437029,0.00001832076,0.0007565905],"genre_scores_gemma":[0.99736714,0.00088900205,0.00007461741,0.0012969092,0.0003026466,0.000007817792,0.0000065006425,0.000003415822,0.000051976538],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99938387,0.00012196735,0.00017527095,0.000109808985,0.00009525398,0.000113849],"domain_scores_gemma":[0.9993636,0.00029860548,0.00008852817,0.000016244725,0.00021746973,0.0000155241],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034114884,0.000041420753,0.00010215618,0.00012484123,0.0003586094,0.000027551909,0.000012228324,0.000042250897,0.0000071136155],"category_scores_gemma":[0.00027754813,0.00004525653,0.0000070589062,0.00069197343,0.000067137196,0.000111430556,0.000009499554,0.0000919405,2.4093075e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021677655,0.00011753052,0.1517342,0.00074539706,0.00001486631,0.000003653007,0.3208215,0.0000012301065,0.000078562814,0.4468548,0.00016847668,0.07943809],"study_design_scores_gemma":[0.00041639316,0.000013683944,0.89009917,0.00020528771,0.000003043565,4.790733e-7,0.10291769,0.000027550755,0.00009547606,0.0010503749,0.0051037297,0.000067119516],"about_ca_topic_score_codex":0.0010146211,"about_ca_topic_score_gemma":0.0010909188,"teacher_disagreement_score":0.73836493,"about_ca_system_score_codex":0.000061889965,"about_ca_system_score_gemma":0.00013683851,"threshold_uncertainty_score":0.27581698},"labels":[],"label_agreement":null},{"id":"W4200106137","doi":"10.1093/geroni/igab046.2609","title":"Long-Term Visit-To-Visit Blood Pressure Variability and Cognition: A Systematic Review of Observational Studies","year":2021,"lang":"en","type":"review","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University of Victoria","funders":"","keywords":"Observational study; Dementia; Cognition; Cognitive decline; Blood pressure; Medicine; Association (psychology); Categorical variable; Gerontology; Clinical psychology; Psychology; Internal medicine; Psychiatry; Disease; Statistics","score_opus":0.17397038369070933,"score_gpt":0.4593993652156769,"score_spread":0.2854289815249676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200106137","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000042361058,0.99549735,0.00004412313,0.001505243,0.00025431238,0.002240627,0.000040569652,0.000021927977,0.00035351823],"genre_scores_gemma":[0.00016482992,0.9968458,0.00019219813,0.0019569392,0.0001443643,0.00040479912,0.00010470837,0.000012454678,0.00017392536],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9958752,0.0010397867,0.0019968243,0.0003425231,0.00050424074,0.00024143416],"domain_scores_gemma":[0.9959984,0.0016952043,0.0008913907,0.00024454418,0.0011215168,0.000048988775],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0058313743,0.0002040127,0.0021213393,0.00024661282,0.0001969907,0.00006204144,0.00018469502,0.00014121595,0.000088375484],"category_scores_gemma":[0.009184832,0.00018085897,0.0001022338,0.0024512156,0.000086794884,0.00017758492,0.00011114806,0.00022957237,0.000002483164],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[2.3621568e-7,0.000026488795,0.0019959107,0.9658143,0.00020670104,0.0000037821962,0.0008737999,1.1125477e-7,7.0306085e-9,0.025106452,0.00008760817,0.0058846334],"study_design_scores_gemma":[0.00007515475,0.000005122785,0.0009432643,0.97019535,0.0014610692,0.0000037737025,0.00029236748,3.1447942e-7,6.850816e-8,0.00021113183,0.026633335,0.00017907265],"about_ca_topic_score_codex":0.00004932936,"about_ca_topic_score_gemma":0.000054648954,"teacher_disagreement_score":0.026545728,"about_ca_system_score_codex":0.000091842085,"about_ca_system_score_gemma":0.0007048586,"threshold_uncertainty_score":0.99916124},"labels":[],"label_agreement":null},{"id":"W4200109934","doi":"10.1093/geroni/igab046.335","title":"Incidence and Risk Factors of Elder Mistreatment in the Community: A Longitudinal Population-Based Study","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Population; Medicine; Psychological abuse; Physical abuse; Incidence (geometry); Neglect; Demography; Longitudinal study; Verbal abuse; Gerontology; Poison control; Suicide prevention; Child abuse; Environmental health; Psychiatry","score_opus":0.060692758161207505,"score_gpt":0.36028979919515136,"score_spread":0.29959704103394386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200109934","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9993376,0.00004971049,0.000050903695,0.00016014755,0.000022737817,0.00013611076,0.00000110252,0.000006180848,0.00023546637],"genre_scores_gemma":[0.99984646,0.000017884244,0.000059959286,0.00004457914,0.0000071781033,0.0000097404845,0.000006913595,0.0000019783608,0.0000053361046],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988899,0.0005757232,0.00021769557,0.00007452037,0.00016397885,0.000078170975],"domain_scores_gemma":[0.9993812,0.00032634404,0.00009373846,0.000111991954,0.00008089047,0.0000058541136],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009229837,0.000043626176,0.00007586684,0.00012935068,0.00021989249,0.00002662458,0.000077520264,0.000020835227,0.000014417545],"category_scores_gemma":[0.0003264981,0.000036170313,0.000007937548,0.001398075,0.00002796054,0.000083991006,0.000015393827,0.00015146725,1.5782042e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000018678637,0.0001526023,0.9305686,0.000003526495,0.0000047190565,0.0000037787117,0.067941226,0.000033779295,0.000025403198,0.00034447457,0.0000014398803,0.000918617],"study_design_scores_gemma":[0.00020041586,0.00002084561,0.95457417,0.00006319666,0.0000057812927,1.1603976e-7,0.043898955,0.000017907894,0.00027149936,0.00090653426,0.000006173599,0.000034399367],"about_ca_topic_score_codex":0.062022224,"about_ca_topic_score_gemma":0.09126915,"teacher_disagreement_score":0.029246924,"about_ca_system_score_codex":0.000050573486,"about_ca_system_score_gemma":0.00006821679,"threshold_uncertainty_score":0.9442239},"labels":[],"label_agreement":null},{"id":"W4200120697","doi":"10.1093/geroni/igab046.3423","title":"Pathways to Reduced Overnight Hospitalizations: Evaluating 62 Physical, Behavioral, and Psychosocial Factors","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Global Health Care Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Psychosocial; Psychological intervention; Health care; Medicine; Cohort; Anxiety; Gerontology; Environmental health; Psychiatry","score_opus":0.1487739431276431,"score_gpt":0.517374577993071,"score_spread":0.3686006348654278,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200120697","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9939729,0.000076394484,0.00017478368,0.002552274,0.0010914012,0.00061958696,0.00002844264,0.00011263886,0.0013715888],"genre_scores_gemma":[0.9966857,0.000009851084,0.0011257028,0.001437547,0.00032172125,0.00012423468,0.0001112969,0.000027320068,0.00015666525],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977875,0.00030321555,0.0007459699,0.00037733171,0.00037510833,0.00041087766],"domain_scores_gemma":[0.9983629,0.00022029105,0.0002590096,0.0002210739,0.00086310215,0.00007363001],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058313657,0.0001483811,0.00024137856,0.00025119758,0.00056255213,0.000033495668,0.00008526172,0.00011804129,0.00010065163],"category_scores_gemma":[0.0010202306,0.00016070508,0.000019829771,0.0023418828,0.000024086967,0.00021836013,0.00011147444,0.00038476905,0.00005829939],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029444764,0.0004061395,0.67883366,0.00042273581,0.000017775526,0.000020239479,0.19234307,0.000066163666,0.05100087,0.053459413,0.01645045,0.0069500334],"study_design_scores_gemma":[0.0016463959,0.00019683964,0.91625583,0.0018473119,0.000025025101,0.0000014755344,0.05623122,0.00049663865,0.0026725046,0.009214426,0.010788024,0.00062428846],"about_ca_topic_score_codex":0.0002668065,"about_ca_topic_score_gemma":0.00012013228,"teacher_disagreement_score":0.23742218,"about_ca_system_score_codex":0.000389874,"about_ca_system_score_gemma":0.00040402808,"threshold_uncertainty_score":0.6553363},"labels":[],"label_agreement":null},{"id":"W4200122879","doi":"10.1093/geroni/igab046.2352","title":"Social Support and Living Situation of Older Adults With Hip-Fracture: A Retrospective Cohort Study","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"Social support; Hip fracture; Logistic regression; Activities of daily living; Rehabilitation; Medicine; Gerontology; Odds; Emotional support; Cohort; Cohort study; Independent living; Psychology; Demography; Physical therapy; Osteoporosis; Social psychology; Internal medicine","score_opus":0.00970683730819286,"score_gpt":0.28980268718749674,"score_spread":0.28009584987930386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200122879","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99692136,0.000017681776,0.0009171284,0.00070256,0.000033371594,0.0003930565,9.732141e-7,0.000020141308,0.0009937477],"genre_scores_gemma":[0.99905956,0.0000021693575,0.00019130326,0.0005023555,0.00009012605,0.000020157158,0.000033053973,0.0000113340775,0.00008994717],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99909264,0.00003206905,0.00029796624,0.00020684507,0.00027136132,0.00009914709],"domain_scores_gemma":[0.99921954,0.0000420346,0.00015329571,0.000093721756,0.00047800672,0.000013401033],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038288903,0.000081843405,0.00021325493,0.00021104485,0.000049481154,0.000014558678,0.000018418645,0.00004940358,0.0000832354],"category_scores_gemma":[0.0002115138,0.000072066694,0.000010660903,0.00092066795,0.000027565278,0.00010568508,0.000018266022,0.00018991203,6.902368e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048210393,0.00019327062,0.9649906,0.000045424295,0.000043876862,0.000033675453,0.03213417,0.0000027297708,0.0006880504,0.00015146437,0.000100865145,0.0015676625],"study_design_scores_gemma":[0.0011708629,0.00009484673,0.9900682,0.00019277354,0.00003581916,0.000016802771,0.006876818,0.000045221248,0.0013479119,0.000051640043,0.000027754137,0.00007137805],"about_ca_topic_score_codex":0.00006915703,"about_ca_topic_score_gemma":0.00006794549,"teacher_disagreement_score":0.025257353,"about_ca_system_score_codex":0.0000672445,"about_ca_system_score_gemma":0.000089928064,"threshold_uncertainty_score":0.29387945},"labels":[],"label_agreement":null},{"id":"W4200126931","doi":"10.1093/geroni/igab046.2317","title":"The Impact of Mental Health Stigma and Ageism on Students’ Intention to Work with Older Adults: A Mixed Methods Design","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Stigma (botany); Psychology; Mental health; Economic shortage; Population; Qualitative research; Clinical psychology; Gerontology; Older people; Medicine; Psychiatry","score_opus":0.11310494761950983,"score_gpt":0.49917685404864287,"score_spread":0.386071906429133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200126931","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9448699,0.0005633276,0.052579302,0.0015590087,0.00006656293,0.00030424577,0.0000020271827,0.000008011033,0.000047627957],"genre_scores_gemma":[0.96824515,0.000116429015,0.031210694,0.00032513167,0.000014079948,0.000015627124,0.000018882374,0.000008058514,0.000045955683],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990833,0.00016301742,0.00032953135,0.00012882482,0.00018657112,0.00010876325],"domain_scores_gemma":[0.9992567,0.00018797771,0.00015370877,0.0001109596,0.0002646096,0.00002606101],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009059668,0.00007506364,0.00018524284,0.0001799849,0.000045101577,0.00001323386,0.000037594356,0.000019974734,0.000005429393],"category_scores_gemma":[0.00032574116,0.000048688176,0.000018386492,0.0011855817,0.000028492424,0.000038486705,0.000025957928,0.0000962315,3.6602884e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010454842,0.00023611929,0.74296486,0.00013375857,0.00019359674,0.000010389912,0.023335727,0.00009304069,0.004904185,0.00049409305,0.0011218342,0.22546689],"study_design_scores_gemma":[0.0021882646,0.0005143663,0.9602733,0.007478992,0.000009477372,0.0000055825685,0.0102964705,0.00010516153,0.018797005,0.000081559054,0.00017376126,0.00007603973],"about_ca_topic_score_codex":0.00016741315,"about_ca_topic_score_gemma":0.000014005298,"teacher_disagreement_score":0.22539085,"about_ca_system_score_codex":0.00012132591,"about_ca_system_score_gemma":0.000087275715,"threshold_uncertainty_score":0.19854462},"labels":[],"label_agreement":null},{"id":"W4200133713","doi":"10.1093/geroni/igab046.1428","title":"Tracing the Expression of Resident Quality of Life Policies in Canadian Long-Term Care Settings","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Mount Saint Vincent University","funders":"","keywords":"Dominance (genetics); Jurisdiction; Expression (computer science); Term (time); Policy analysis; Quality (philosophy); Order (exchange); Quality of life (healthcare); Long-term care; Public economics; Business; Political science; Medicine; Nursing; Public administration; Computer science; Economics; Law; Biology","score_opus":0.057948681235430864,"score_gpt":0.42267954388415213,"score_spread":0.3647308626487213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200133713","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99398094,0.00044828985,0.000032928372,0.0040093306,0.00031101142,0.00018019618,0.000012491258,0.00000910518,0.0010157115],"genre_scores_gemma":[0.9993202,0.000009745424,0.000060942344,0.00040249838,0.000069895585,0.0000143021625,0.000041409578,0.000007833745,0.00007315728],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981754,0.0003412818,0.0009371527,0.00012260456,0.00017444506,0.0002491462],"domain_scores_gemma":[0.9986484,0.00030111615,0.00037034566,0.00020417167,0.000446837,0.000029153372],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011254975,0.00006360177,0.00019749404,0.00044710143,0.00014703014,0.0000060369835,0.00008900142,0.00008354295,0.000052367308],"category_scores_gemma":[0.0008772907,0.00005504982,0.000021203909,0.0015170254,0.000027730746,0.00007223729,0.000040186405,0.00028885176,9.642615e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000099139415,0.0000071297495,0.886209,0.00052950846,0.0000018889154,0.0000021071435,0.10354175,0.000032757776,0.0075305966,0.0007279367,0.0005171507,0.0008902643],"study_design_scores_gemma":[0.00030585207,0.000003697681,0.9019319,0.0011215591,0.0000018773723,2.2331085e-7,0.087164074,0.0000023773507,0.009191561,0.00012265112,0.00010271243,0.0000515135],"about_ca_topic_score_codex":0.29733157,"about_ca_topic_score_gemma":0.39400682,"teacher_disagreement_score":0.096675254,"about_ca_system_score_codex":0.0002752801,"about_ca_system_score_gemma":0.0010577769,"threshold_uncertainty_score":0.7073476},"labels":[],"label_agreement":null},{"id":"W4200133977","doi":"10.1093/geroni/igab046.3210","title":"Exploring older adults’ lived experiences of COVID-19: A narrative inquiry study","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Optimism, Hope, and Well-being","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Biopsychosocial model; Pandemic; Social isolation; Gerontology; Context (archaeology); Social distance; Psychology; Narrative; Qualitative research; Narrative inquiry; Coronavirus disease 2019 (COVID-19); Distancing; Aging in place; Quality of life (healthcare); Sociology; Medicine; Disease; Social science; Psychotherapist","score_opus":0.14697587971098464,"score_gpt":0.39475143537783597,"score_spread":0.24777555566685133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200133977","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99363303,0.00010330173,0.0016623803,0.00029210307,0.0013123492,0.0002868144,3.099633e-7,0.000054230204,0.0026554763],"genre_scores_gemma":[0.99839634,0.0000072764965,0.00030437042,0.0005834427,0.0001426292,0.00038307896,0.00000942809,0.000015838226,0.00015758755],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9983048,0.00021550679,0.0006647691,0.00039259956,0.00020221659,0.00022012566],"domain_scores_gemma":[0.99904275,0.00016430109,0.00022555445,0.00026323146,0.00026631827,0.000037864014],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005931814,0.00012984316,0.00022026346,0.00044440062,0.00011146667,0.000031437106,0.00013548495,0.000046945814,0.0007409139],"category_scores_gemma":[0.00035973045,0.00014000543,0.000024755787,0.0021367013,0.00007271055,0.0003070439,0.00006641869,0.00018765479,0.000010471467],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040160234,0.00030536528,0.028776715,0.000030697174,0.000030775824,0.00008288874,0.9657228,0.00011729252,0.00026017043,0.0013303243,0.000115345196,0.0031874606],"study_design_scores_gemma":[0.0013477032,0.000058749974,0.020990549,0.000118438096,0.000004049282,0.000005620041,0.9754831,0.000057299276,0.0015357558,0.000110460795,0.00014205482,0.0001462014],"about_ca_topic_score_codex":0.00020783905,"about_ca_topic_score_gemma":0.000024647718,"teacher_disagreement_score":0.009760314,"about_ca_system_score_codex":0.00006769327,"about_ca_system_score_gemma":0.00011435649,"threshold_uncertainty_score":0.8112488},"labels":[],"label_agreement":null},{"id":"W4200136404","doi":"10.1093/geroni/igab046.497","title":"The Promising Impact of a Virtual Music Intervention for Persons With Dementia","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Music Therapy and Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Affect (linguistics); Intervention (counseling); Dementia; Psychology; Cognition; Association (psychology); Choir; Clinical psychology; Social isolation; Gerontology; Psychiatry; Medicine; Psychotherapist; Disease; Communication","score_opus":0.05952321074842692,"score_gpt":0.3949730344643289,"score_spread":0.335449823715902,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200136404","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97379297,0.00013524239,0.024442833,0.0004854797,0.00023200121,0.0002039176,0.0000045938123,0.00001048726,0.00069246994],"genre_scores_gemma":[0.9991004,0.0000011191336,0.00038304797,0.00013637276,0.000057647165,0.000044304707,0.00001807692,0.00000821562,0.00025080913],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9993435,0.000061046354,0.00029190487,0.00011105795,0.000059222722,0.00013325909],"domain_scores_gemma":[0.9994779,0.000083607396,0.00017540996,0.00011927538,0.00013651022,0.0000072685198],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006210609,0.000049581988,0.000076335826,0.00010800861,0.000091538335,0.000020621015,0.000046220095,0.00002558191,0.0002274517],"category_scores_gemma":[0.000032172655,0.00003577088,0.00003392088,0.0005903881,0.000024595583,0.000053593452,0.000008288641,0.00008382406,9.874697e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011079172,0.0005526791,0.12911244,0.00016370807,0.00072378136,0.000009834237,0.06250057,0.00019959382,0.020239737,0.35176364,0.0049089855,0.4287171],"study_design_scores_gemma":[0.013913032,0.0018954094,0.91614455,0.0012488248,0.00008269907,0.00006168058,0.040947393,0.0018828489,0.003967973,0.008861226,0.010498912,0.00049546943],"about_ca_topic_score_codex":0.00012556344,"about_ca_topic_score_gemma":0.0002242479,"teacher_disagreement_score":0.78703207,"about_ca_system_score_codex":0.00004642342,"about_ca_system_score_gemma":0.00007567868,"threshold_uncertainty_score":0.24904367},"labels":[],"label_agreement":null},{"id":"W4200140950","doi":"10.1093/geroni/igab046.1847","title":"Bilingualism and Healthy Aging: Onset Age of Bilingualism as a Predictor of Older Adult Theory of Mind","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Neuroscience of multilingualism; Psychology; Cognition; Developmental psychology; Theory of mind; Cognitive decline; Dementia; Medicine; Neuroscience; Disease","score_opus":0.033584890751098204,"score_gpt":0.3260192005672724,"score_spread":0.2924343098161742,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200140950","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.998307,0.00022888361,0.00008816182,0.0005141687,0.00028213067,0.00019616981,0.000050281455,0.000019388233,0.00031383306],"genre_scores_gemma":[0.9972764,0.000046656063,0.0005732508,0.0018621351,0.000052403062,0.000004948464,0.000027046697,0.000017206363,0.00013994872],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9976371,0.00036097912,0.0010735532,0.00045050116,0.00024881103,0.00022903903],"domain_scores_gemma":[0.99781346,0.0008615537,0.0005747389,0.00033761826,0.0003821105,0.000030504412],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00091663765,0.00015525093,0.00037941808,0.0005779789,0.00004346523,0.000011624235,0.00017366272,0.000111045476,0.000056627607],"category_scores_gemma":[0.003767211,0.00014849011,0.000045274235,0.0015380452,0.00034169652,0.00010271511,0.00011667783,0.00024293663,9.537447e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006213431,0.00017880031,0.009091237,0.00029510996,0.000009306494,0.00040211686,0.021648109,0.000007951633,0.956663,0.008991507,0.000012972052,0.0026377644],"study_design_scores_gemma":[0.0010640783,0.00010043084,0.0025060866,0.0003584216,0.000011801274,0.00023688849,0.0023149499,0.000029190556,0.9860435,0.007078108,0.000114772316,0.0001417328],"about_ca_topic_score_codex":0.000069664406,"about_ca_topic_score_gemma":0.000021151674,"teacher_disagreement_score":0.029380549,"about_ca_system_score_codex":0.000015537456,"about_ca_system_score_gemma":0.00024278267,"threshold_uncertainty_score":0.60552514},"labels":[],"label_agreement":null},{"id":"W4200144499","doi":"10.1093/geroni/igab046.564","title":"COVID-19 Vaccination in Home Health and Hospice: Barriers to Vaccination and Results From a Home Vaccination Program","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Vaccination; Quarter (Canadian coin); Medicine; Coronavirus disease 2019 (COVID-19); Family medicine; Schedule; Vaccination schedule; Home health; Health care; Medical emergency; Immunization; Disease; Immunology; Internal medicine; Infectious disease (medical specialty)","score_opus":0.027682561906785638,"score_gpt":0.3612320641273885,"score_spread":0.33354950222060287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200144499","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9367367,0.0005298734,0.0011810567,0.059718736,0.00023482782,0.0007708621,0.000017808483,0.000103327504,0.000706798],"genre_scores_gemma":[0.99390334,0.00037414258,0.001437074,0.0037765624,0.00012643014,0.00007783283,0.00016925282,0.000012759267,0.00012261838],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99782634,0.00027832767,0.000769626,0.00049331866,0.00032151613,0.00031084835],"domain_scores_gemma":[0.9987484,0.00022557567,0.00028357303,0.00014818543,0.00032781297,0.00026644368],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020419462,0.00013159058,0.0002170671,0.0008265536,0.0003895591,0.00024556727,0.00009558364,0.00011216419,0.00012084129],"category_scores_gemma":[0.0054665427,0.00016209423,0.00001334211,0.0035782096,0.000004149769,0.0007806766,0.00006099418,0.00019420468,0.0000023855323],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010472306,0.00010578965,0.54171014,0.00012828558,0.000010986677,0.00002840067,0.11273958,0.0001337081,0.00013535348,0.023571989,0.0017613864,0.31956968],"study_design_scores_gemma":[0.002664041,0.000074526346,0.95990163,0.0000915018,0.0000034401044,0.0000015400555,0.013858604,0.0005533242,0.00006327955,0.013711545,0.008823673,0.00025291686],"about_ca_topic_score_codex":0.002869306,"about_ca_topic_score_gemma":0.012915539,"teacher_disagreement_score":0.4181915,"about_ca_system_score_codex":0.00084341416,"about_ca_system_score_gemma":0.0010886574,"threshold_uncertainty_score":0.7207174},"labels":[],"label_agreement":null},{"id":"W4200147096","doi":"10.1093/geroni/igab046.2407","title":"The Digital Divide Amongst High-Need High-Risk Veterans","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Miami; The Internet; Quarter (Canadian coin); Family medicine; Telemedicine; Veterans Affairs; Health care; Gerontology; Internal medicine; Political science; World Wide Web","score_opus":0.01911978590700217,"score_gpt":0.2581777950290057,"score_spread":0.2390580091220035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200147096","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99344355,0.000025456957,0.001123651,0.0022465969,0.00066936645,0.00008306985,0.000018412722,0.000073568706,0.0023163059],"genre_scores_gemma":[0.99818546,0.000030069383,0.00003590755,0.0007958976,0.00015970266,0.00001258457,0.0000140463435,0.000015869586,0.00075047347],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99870104,0.00005517567,0.00039666076,0.000306438,0.00027776588,0.00026294758],"domain_scores_gemma":[0.99923444,0.0003017273,0.00011434943,0.0002397401,0.00008843276,0.000021306018],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002261352,0.00011077823,0.000108403416,0.00013395617,0.00031788036,0.0004442774,0.0001965182,0.000035225738,0.00003392444],"category_scores_gemma":[0.0011090968,0.00009216222,0.000026323814,0.0019112063,0.0000792023,0.00036051223,0.00010062017,0.00025370836,0.000061684936],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005312156,0.00015644362,0.11848124,0.000031027357,0.000013948971,0.00018866599,0.0014894286,0.0006457152,0.51577574,0.2423532,0.0014741218,0.119337365],"study_design_scores_gemma":[0.002290176,0.00008927773,0.35029778,0.00016856244,0.000013801156,0.00006632046,0.0005499766,0.0022916123,0.56692696,0.040926974,0.03572779,0.0006507956],"about_ca_topic_score_codex":0.00013624178,"about_ca_topic_score_gemma":0.00005186124,"teacher_disagreement_score":0.23181653,"about_ca_system_score_codex":0.00005842946,"about_ca_system_score_gemma":0.000046900164,"threshold_uncertainty_score":0.4284177},"labels":[],"label_agreement":null},{"id":"W4200147441","doi":"10.1093/geroni/igab046.1331","title":"Stakeholder-Based Methods to Develop a Toolkit to Promote Engagement in Assisted Living Safety","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Presentation (obstetrics); Stakeholder engagement; Stakeholder; Process management; Process (computing); Knowledge management; Stakeholder analysis; Public relations; Business; Computer science; Political science; Medicine","score_opus":0.2011579535282638,"score_gpt":0.46788829011230443,"score_spread":0.26673033658404066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200147441","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7871925,0.00003063673,0.19101092,0.015186206,0.0011078587,0.0010365263,0.000005934073,0.00011456256,0.0043148],"genre_scores_gemma":[0.71218646,0.0000013607732,0.28176147,0.0044438387,0.00011619872,0.00024967402,0.000047248635,0.000029475417,0.0011642636],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9967875,0.0010840268,0.0010698352,0.00037250758,0.00022877633,0.00045736882],"domain_scores_gemma":[0.9979409,0.000801366,0.00015918743,0.00027599922,0.0007679026,0.000054647026],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005592193,0.00013765668,0.00026653372,0.0009973891,0.00025832985,0.000030208332,0.000116912415,0.0001011603,0.00024501968],"category_scores_gemma":[0.0049782847,0.00015355926,0.000016265734,0.009560569,0.0000060433663,0.00009409778,0.00014682229,0.0005356821,0.000040845036],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012233687,0.0003755808,0.1317292,0.0006011719,0.00002881044,0.00008096682,0.103135,0.0010096312,0.04964273,0.0040949737,0.010549686,0.6986299],"study_design_scores_gemma":[0.00095391815,0.0000384229,0.86435765,0.0025576828,0.000007567726,0.0000012252666,0.014466835,0.0002607689,0.0036420757,0.00019503094,0.1131649,0.00035391064],"about_ca_topic_score_codex":0.00022451988,"about_ca_topic_score_gemma":0.0008267014,"teacher_disagreement_score":0.73262846,"about_ca_system_score_codex":0.0008474633,"about_ca_system_score_gemma":0.0010116373,"threshold_uncertainty_score":0.6261965},"labels":[],"label_agreement":null},{"id":"W4200149028","doi":"10.1093/geroni/igab046.1479","title":"Comparison of Different Approaches to Operationalize Fried’s Phenotypic Frailty in the NuAge Cohort","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; Université de Montréal; Université de Sherbrooke; Ste. Anne's Hospital; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Centre Hospitalier Universitaire de Sherbrooke","funders":"","keywords":"Operationalization; Cohort; Gerontology; Cohort study; Medicine; Autonomy; Demography; Pathology; Sociology","score_opus":0.16160608969049192,"score_gpt":0.35890803563017715,"score_spread":0.19730194593968522,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200149028","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9794249,0.00008548914,0.0035648246,0.011981557,0.000110822184,0.00045856595,0.0000039874744,0.000015678666,0.0043541556],"genre_scores_gemma":[0.99613565,0.0000020571267,0.0017657025,0.0015120121,0.000067138106,0.000083514526,0.00016738636,0.000010723412,0.0002558424],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99852264,0.00008915751,0.0006568335,0.00021792797,0.00036765347,0.00014581642],"domain_scores_gemma":[0.9993072,0.00014237946,0.00008981404,0.0002887047,0.00015425905,0.000017624094],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044890816,0.00010447057,0.00027239518,0.00026123982,0.00003172621,0.000024175135,0.000106808315,0.00005220304,0.00011614135],"category_scores_gemma":[0.00046535043,0.00008321002,0.000020676143,0.0016090124,0.000030782092,0.0000688623,0.00004598549,0.00025965433,0.000007181304],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020488813,0.00036815042,0.9419965,0.000085014224,0.000018847119,0.0000089814985,0.010478303,0.0005590745,0.010304657,0.03108496,0.0006550926,0.004419924],"study_design_scores_gemma":[0.00085949857,0.00002962651,0.97362405,0.00024725593,0.0000101360065,0.0000072589564,0.0028214979,0.0021750506,0.01847036,0.0007051552,0.00095545076,0.000094662835],"about_ca_topic_score_codex":0.000046525984,"about_ca_topic_score_gemma":0.00017324793,"teacher_disagreement_score":0.03162754,"about_ca_system_score_codex":0.0001047018,"about_ca_system_score_gemma":0.000080818696,"threshold_uncertainty_score":0.33932063},"labels":[],"label_agreement":null},{"id":"W4200152708","doi":"10.1093/geroni/igab046.2110","title":"The Challenges of Being a Family Caregiver During the COVID-19 Pandemic in Canada","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Dementia; Family caregivers; Public health; Gerontology; Distress; Caregiver stress; Dyad; Family member; Population; Medicine; Caregiver burden; Psychology; Coronavirus disease 2019 (COVID-19); Family medicine; Disease; Nursing; Clinical psychology; Environmental health; Developmental psychology","score_opus":0.04440046726201603,"score_gpt":0.3298122349137325,"score_spread":0.2854117676517165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200152708","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9857863,0.00084626535,0.000034603716,0.010026327,0.000055594795,0.00015319086,9.545863e-7,0.0000055436462,0.0030911968],"genre_scores_gemma":[0.998401,0.00036731007,0.000006671337,0.0010082636,0.000023724679,0.000028648978,0.0000033053486,0.0000050510507,0.00015604356],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99903524,0.00008712451,0.00027588656,0.000120006385,0.0003038483,0.0001778851],"domain_scores_gemma":[0.9993613,0.00023414959,0.00005966734,0.0001283108,0.0001966787,0.000019900881],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006862189,0.000051721992,0.00009241091,0.00013089967,0.00008021827,0.000011148363,0.00006719602,0.00001571855,0.00001880124],"category_scores_gemma":[0.0004426166,0.000035005643,0.000011346037,0.0008895402,0.00003591984,0.00003801887,0.000055163797,0.00020283011,4.658443e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021670541,0.000013140506,0.9785648,0.00011695951,0.000016917273,0.00010518282,0.0021498909,0.000019749124,0.008311497,0.002263448,0.000043319247,0.008373446],"study_design_scores_gemma":[0.0009831737,0.000007950099,0.97004914,0.00013416434,0.000003882377,0.000022238371,0.024560902,0.00007030796,0.0019353825,0.00040943676,0.0017810503,0.00004235378],"about_ca_topic_score_codex":0.13107002,"about_ca_topic_score_gemma":0.4509157,"teacher_disagreement_score":0.3198457,"about_ca_system_score_codex":0.00053528475,"about_ca_system_score_gemma":0.0014674779,"threshold_uncertainty_score":0.8747163},"labels":[],"label_agreement":null},{"id":"W4200154111","doi":"10.1093/geroni/igab046.1516","title":"Daily Financial Thoughts and Indices of Mental and Physical Health: The Importance of Socioeconomic Status","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Psychological Well-being and Life Satisfaction","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Socioeconomic status; Psychology; Physical activity; Mental health; Affect (linguistics); Clinical psychology; Finance; Demography; Medicine; Environmental health; Psychiatry; Physical therapy; Economics","score_opus":0.02522798274892786,"score_gpt":0.3497705924783076,"score_spread":0.32454260972937976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200154111","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9962887,0.00037803114,0.000053508957,0.0015483061,0.00020482528,0.00006589067,0.000010039365,0.00000629536,0.0014443707],"genre_scores_gemma":[0.99908125,0.000043557677,0.000110003406,0.00063793507,0.00007524802,0.0000056105346,0.000010325409,0.0000033558842,0.00003270556],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993114,0.00007572944,0.00030772915,0.00014773381,0.0000509551,0.000106438194],"domain_scores_gemma":[0.99954003,0.00009410008,0.00024840716,0.0000809127,0.000025734565,0.000010844283],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029281646,0.000050503237,0.00013049548,0.000063770145,0.00004597061,0.0000067822752,0.000027783855,0.000033821612,0.000027920616],"category_scores_gemma":[0.000026315098,0.00004146133,0.000009977253,0.00023227808,0.00009317375,0.000052338837,0.000018969879,0.0001229845,0.0000010806056],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029018027,0.00006781047,0.9056157,0.000027840822,0.000014344188,0.0000016436165,0.017183216,0.0000027016192,0.0023417529,0.03596162,0.0005584556,0.038195904],"study_design_scores_gemma":[0.00045550842,0.000037459264,0.98753893,0.000023111721,0.0000018991561,0.0000044628264,0.001905729,0.000023290397,0.00059504894,0.008536755,0.00083562965,0.000042200776],"about_ca_topic_score_codex":0.000085720734,"about_ca_topic_score_gemma":0.000048011498,"teacher_disagreement_score":0.08192321,"about_ca_system_score_codex":0.000019173274,"about_ca_system_score_gemma":0.000031022373,"threshold_uncertainty_score":0.1690744},"labels":[],"label_agreement":null},{"id":"W4200156969","doi":"10.1093/geroni/igab046.823","title":"Age-Related Change in the Daily Stressor Reactivity Across 20 Years of Adulthood","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Stressor; Reactivity (psychology); Psychology; Longitudinal study; Gerontology; Young adult; Clinical psychology; Everyday life; Longitudinal data; Developmental psychology; Mental health; Activities of daily living; Demography; Medicine; Psychiatry","score_opus":0.06557669025497884,"score_gpt":0.3948452806912438,"score_spread":0.329268590436265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200156969","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9838122,0.00007476129,0.0000053787167,0.013391445,0.00021532591,0.00012678433,0.000008020219,0.000010856558,0.0023552137],"genre_scores_gemma":[0.9978657,0.000046847465,0.00004699772,0.001854908,0.00006084214,0.000017685308,0.000012811444,0.0000033891888,0.00009084213],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99896157,0.00020353984,0.00030199694,0.00010083099,0.00021141302,0.00022063593],"domain_scores_gemma":[0.9994849,0.00020678643,0.00010712435,0.00010032677,0.00008944838,0.000011393358],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016108094,0.000037486112,0.0000984085,0.00007563938,0.000093407776,0.00003621708,0.00010652233,0.000058271366,0.000031107073],"category_scores_gemma":[0.0006244895,0.000036584268,0.0000136892295,0.0019257294,0.000060966555,0.00019609519,0.000025429956,0.00017507498,0.000002134733],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000042475026,0.00007464506,0.6368977,0.000055487406,0.000003780113,0.00004733954,0.24592206,0.0000066530906,0.00011773677,0.055292286,0.00014584919,0.061432242],"study_design_scores_gemma":[0.00023464057,0.0000023432783,0.9598372,0.000100673635,7.1087703e-7,3.0504432e-7,0.031664394,0.000015535468,0.00008950814,0.0010473328,0.006962218,0.000045169414],"about_ca_topic_score_codex":0.012424928,"about_ca_topic_score_gemma":0.025072932,"teacher_disagreement_score":0.3229395,"about_ca_system_score_codex":0.00006583247,"about_ca_system_score_gemma":0.00010735558,"threshold_uncertainty_score":0.9941514},"labels":[],"label_agreement":null},{"id":"W4200159774","doi":"10.1093/geroni/igab046.3388","title":"Evaluating the Conversation Starter Kit in Long Term Care: A Canadian Perspective","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; McMaster University","funders":"","keywords":"Conversation; Intervention (counseling); Feeling; Perspective (graphical); Nursing; Medicine; Psychology; Health care; Family member; Family medicine; Social psychology","score_opus":0.04504041999244242,"score_gpt":0.40085662802568695,"score_spread":0.35581620803324454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200159774","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9815749,0.000110457804,0.00016825456,0.01016089,0.00007370765,0.0003599892,0.0000016454055,0.0000081703465,0.0075420043],"genre_scores_gemma":[0.99809027,0.0000043119876,0.00009538321,0.0014328561,0.00005268948,0.000046566252,0.0000714385,0.0000069961143,0.00019949969],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99902594,0.00009277996,0.00022200965,0.00017511232,0.0002735478,0.00021060444],"domain_scores_gemma":[0.9989763,0.000046412893,0.000038794566,0.00010703442,0.0008043115,0.000027141414],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00064901676,0.00005907455,0.000078604695,0.0004663351,0.000061369734,0.000047166617,0.00003646221,0.000027532842,0.00037926104],"category_scores_gemma":[0.00035006335,0.000051897896,0.000013770342,0.0014867921,0.000028485152,0.00010886101,0.000019942485,0.000229243,0.00001245714],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018358303,0.000022448148,0.95724344,0.000032327687,0.000013870289,0.00011703533,0.015580445,0.000008508396,0.0042449697,0.0010193427,0.000023411678,0.021675814],"study_design_scores_gemma":[0.001217525,0.000049666854,0.9664392,0.00017705781,0.000008420193,0.000010334612,0.028324043,0.0006152523,0.002780798,0.00028073302,0.000042001415,0.000054956447],"about_ca_topic_score_codex":0.015889468,"about_ca_topic_score_gemma":0.041856963,"teacher_disagreement_score":0.025967496,"about_ca_system_score_codex":0.00087629375,"about_ca_system_score_gemma":0.00082224916,"threshold_uncertainty_score":0.9906638},"labels":[],"label_agreement":null},{"id":"W4200164601","doi":"10.1093/geroni/igab046.2473","title":"Cognitive Status &amp; Dementia Severity in CVLT-II-SF Forced Choice Recognition: Implications for Effort Assessment","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria; University of Saskatchewan","funders":"","keywords":"Dementia; California Verbal Learning Test; Clinical Dementia Rating; Psychology; Cognition; Neuropsychology; Population; Neuropsychological test; Audiology; Clinical psychology; Verbal learning; Effects of sleep deprivation on cognitive performance; Alzheimer's disease; Cognitive impairment; Gerontology; Medicine; Psychiatry; Disease; Internal medicine","score_opus":0.07541899869748422,"score_gpt":0.4175259154513065,"score_spread":0.3421069167538223,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200164601","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9637848,0.00006249408,0.023707738,0.0034142076,0.00009618835,0.0013318234,0.000085595144,0.00004688167,0.0074702688],"genre_scores_gemma":[0.98826444,0.00004303993,0.0056421813,0.0015411845,0.00009457957,0.0010331385,0.0028407453,0.000022747514,0.00051796454],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99805087,0.00006450193,0.00067316915,0.0004304667,0.00028823587,0.0004927875],"domain_scores_gemma":[0.9980393,0.00023706551,0.0001411164,0.0001540836,0.0013616398,0.00006680503],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00082324684,0.00015257052,0.00024024908,0.0005993,0.00018024578,0.00006092863,0.00005566818,0.00007406112,0.0004866692],"category_scores_gemma":[0.0006647129,0.00017432024,0.000051885054,0.0022759093,0.000045192453,0.00027099822,0.000096517084,0.00030751433,0.000013129545],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006787955,0.00047852058,0.9308159,0.00015057746,0.00009679535,0.000008349813,0.0003256074,0.0000018988319,0.0103544565,0.00074773864,0.0002642919,0.05668802],"study_design_scores_gemma":[0.0048063654,0.0001028943,0.97983426,0.00040257254,0.00006708577,0.000013793649,0.00060277904,0.00016154272,0.004313381,0.002730294,0.006783324,0.00018170115],"about_ca_topic_score_codex":0.000078237805,"about_ca_topic_score_gemma":0.00031971355,"teacher_disagreement_score":0.056506317,"about_ca_system_score_codex":0.00029088618,"about_ca_system_score_gemma":0.0004881238,"threshold_uncertainty_score":0.71085733},"labels":[],"label_agreement":null},{"id":"W4200164816","doi":"10.1093/geroni/igab046.1464","title":"Social Determinants of Cognitive Health: Studies on Physical and Social Environments and Cognition","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cognition; Group cohesiveness; Psychology; Presentation (obstetrics); Gerontology; Social psychology; Medicine","score_opus":0.11169083961442587,"score_gpt":0.4465550788989937,"score_spread":0.3348642392845678,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200164816","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9941675,0.0000827516,0.00000801348,0.0052176407,0.00007429102,0.00009252345,0.000008208463,0.0000050620843,0.00034397637],"genre_scores_gemma":[0.99724686,0.00007631109,0.000012196759,0.0024776547,0.000132565,0.000008942364,0.0000061929763,0.0000032936643,0.00003601111],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9992179,0.00012635639,0.0002389306,0.00011351061,0.00015761079,0.00014564503],"domain_scores_gemma":[0.9995541,0.00022341039,0.00013844596,0.000012987201,0.000057759215,0.000013325219],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042522134,0.000047581154,0.00016039495,0.000067716945,0.00039989877,0.000015353524,0.00001460099,0.000030461326,0.0000029665741],"category_scores_gemma":[0.00027321203,0.00005245631,0.000008786359,0.00024680822,0.00019118564,0.000089974994,0.000024521949,0.00007359041,6.0015617e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032111777,0.00020412331,0.2996671,0.0004605394,0.00003365807,0.00000985996,0.46786106,3.8504257e-7,0.00013402083,0.10466592,0.0001704744,0.12676075],"study_design_scores_gemma":[0.0008669314,0.00003407792,0.85396075,0.0003468681,0.0000084697485,4.082928e-7,0.13493127,0.000016638836,0.0010360408,0.008131424,0.0005485754,0.000118542164],"about_ca_topic_score_codex":0.00012332326,"about_ca_topic_score_gemma":0.0003814807,"teacher_disagreement_score":0.5542937,"about_ca_system_score_codex":0.000056011686,"about_ca_system_score_gemma":0.000079680336,"threshold_uncertainty_score":0.30757385},"labels":[],"label_agreement":null},{"id":"W4200165365","doi":"10.1093/geroni/igab046.3533","title":"The Experiences of Older Adults with Cannabis and Mental Health: A Scoping Review of the Literature","year":2021,"lang":"en","type":"review","venue":"Innovation in Aging","topic":"Cannabis and Cannabinoid Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Queen's University; Regional Municipality of Durham; York University; University of Toronto","funders":"","keywords":"Cannabis; Polypharmacy; Mental health; Thematic analysis; Grey literature; Legalization; Effects of cannabis; Harm; Psychology; Harm reduction; Psychological intervention; Medicine; Qualitative research; Psychiatry; MEDLINE; Nursing; Public health; Social psychology; Political science","score_opus":0.02483788772258636,"score_gpt":0.384461615195896,"score_spread":0.3596237274733096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200165365","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00057387876,0.98911023,0.0000012968916,0.008173605,0.00011135321,0.001967172,0.000007275317,0.000003138782,0.00005202348],"genre_scores_gemma":[0.00010416116,0.99854004,0.000022042346,0.00043564485,0.000038956274,0.00036764832,0.000048288934,0.000014133574,0.00042909346],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.99811023,0.00015986172,0.0009109013,0.00021833449,0.00043060767,0.00017008535],"domain_scores_gemma":[0.9985735,0.000019275514,0.00061764347,0.00030726887,0.00045809126,0.000024263547],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008853901,0.00014951268,0.00085118844,0.0001807666,0.00009995361,0.000028203465,0.00012596103,0.000057106583,0.00001707186],"category_scores_gemma":[0.00022126507,0.000069964226,0.00007910988,0.0030578766,0.00016452932,0.000042486674,0.000088231616,0.0003683157,5.326517e-8],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006259577,0.00002000792,0.00004388522,0.4334651,0.000024731215,0.0000027376225,0.012436383,1.4206299e-8,4.1677598e-7,0.00014695681,0.0062309587,0.54762256],"study_design_scores_gemma":[0.00018256422,0.000032202723,0.000033920067,0.8140275,0.000013920508,0.00006524324,0.0028078961,5.3341364e-7,0.000008713692,5.7903065e-7,0.18277258,0.000054378354],"about_ca_topic_score_codex":0.000044624645,"about_ca_topic_score_gemma":0.00003345982,"teacher_disagreement_score":0.5475682,"about_ca_system_score_codex":0.00008369571,"about_ca_system_score_gemma":0.0014282102,"threshold_uncertainty_score":0.28530583},"labels":[],"label_agreement":null},{"id":"W4200176857","doi":"10.1093/geroni/igab046.3204","title":"What is known about Cycling Without Age: A Scoping Literature Review","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Grey literature; Scope (computer science); Social media; Happiness; Meaning (existential); Psychology; Content analysis; Applied psychology; Public relations; Social psychology; Political science; World Wide Web; Sociology; MEDLINE; Computer science; Social science","score_opus":0.032982688111429806,"score_gpt":0.3718884781645407,"score_spread":0.3389057900531109,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200176857","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26179263,0.6193444,0.001435272,0.08041532,0.0029754047,0.0009424452,0.0000029298096,0.00023568259,0.032855887],"genre_scores_gemma":[0.62401056,0.31961548,0.0021044246,0.045573633,0.0013063753,0.000058026937,0.00006608291,0.00003342943,0.007231989],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9987163,0.00011722572,0.0004496381,0.00024266115,0.00024530265,0.00022886798],"domain_scores_gemma":[0.99918246,0.000055444714,0.00014477453,0.00016804777,0.0004259428,0.000023339455],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009307332,0.00008969083,0.0001928028,0.00017426412,0.00024926476,0.0005601783,0.000116456264,0.00006907269,0.00023009948],"category_scores_gemma":[0.00048171103,0.00009739058,0.000034106306,0.0034021283,0.000009040566,0.0012433323,0.000039336133,0.00023922742,0.00002024652],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001243373,0.0001638809,0.24545513,0.009972774,0.00006512944,0.0011614644,0.22371507,0.00002637387,0.0040491214,0.13577819,0.019146653,0.36045378],"study_design_scores_gemma":[0.0013760396,0.000018036117,0.022609195,0.6194558,0.00004797794,0.000029345301,0.011506609,0.00007996846,0.0030760977,0.015882438,0.32474238,0.0011760967],"about_ca_topic_score_codex":0.000031298918,"about_ca_topic_score_gemma":0.00030549924,"teacher_disagreement_score":0.609483,"about_ca_system_score_codex":0.000083118735,"about_ca_system_score_gemma":0.00022654334,"threshold_uncertainty_score":0.5401812},"labels":[],"label_agreement":null},{"id":"W4200179932","doi":"10.1093/geroni/igab046.3105","title":"Robotic-assisted virtual care","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Staffing; Loneliness; Workload; Psychology; Mood; Nursing; Business; Applied psychology; Medical education; Medicine; Computer science","score_opus":0.03191288446131914,"score_gpt":0.3471410759135364,"score_spread":0.31522819145221725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200179932","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96439165,0.0000914491,0.0031890543,0.0018752215,0.00012251452,0.00012151972,7.848119e-7,0.000032518714,0.03017531],"genre_scores_gemma":[0.9962201,0.0000049684477,0.000592238,0.0009476681,0.000060896316,0.000015646312,0.00012348984,0.000007798623,0.0020271558],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992047,0.000030770683,0.00022239529,0.0001489582,0.0002404579,0.00015272341],"domain_scores_gemma":[0.99922174,0.000023981334,0.000029581983,0.00010122119,0.00060241064,0.000021083375],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001559936,0.00005310378,0.00009509778,0.00027705036,0.000036563535,0.000028463794,0.000025735282,0.000028003788,0.00046084996],"category_scores_gemma":[0.00018820669,0.00005412409,0.000017108054,0.0015374239,0.000018780202,0.00006898097,0.000035417193,0.0001482566,0.000035889876],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029907476,0.00015166454,0.77244604,0.00010188107,0.000029999503,0.00041403223,0.0012038657,0.000019879137,0.060516328,0.0053440784,0.0004003097,0.15934202],"study_design_scores_gemma":[0.0015605356,0.000066439374,0.9490691,0.00020660703,0.0000114633285,0.000039131577,0.005608073,0.0001574564,0.040374547,0.00008620261,0.0027425664,0.00007787941],"about_ca_topic_score_codex":0.000007484876,"about_ca_topic_score_gemma":0.000006934487,"teacher_disagreement_score":0.17662306,"about_ca_system_score_codex":0.000089276095,"about_ca_system_score_gemma":0.00016204776,"threshold_uncertainty_score":0.5045984},"labels":[],"label_agreement":null},{"id":"W4200180938","doi":"10.1093/geroni/igab046.2478","title":"Measurement of Centre of Pressure Using the Wii Balance Board in Older Adults with Simulated Visual Impairment","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Balance (ability); Audiology; Center of pressure (fluid mechanics); Cognition; Sensory system; Physical medicine and rehabilitation; Psychology; Task (project management); Elementary cognitive task; Medicine; Cognitive psychology; Neuroscience","score_opus":0.038311898160350674,"score_gpt":0.40544556284134015,"score_spread":0.36713366468098946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200180938","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.996309,0.00009944113,0.0018303387,0.00064697117,0.00013526304,0.0007379434,0.0000066884245,0.000012361218,0.00022200192],"genre_scores_gemma":[0.99859816,0.0000037364393,0.00054366334,0.0007777031,0.00002178153,0.000012646265,0.000016222113,0.0000062534978,0.000019824465],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970741,0.0003868538,0.0017607736,0.0001439578,0.00040043687,0.00023387164],"domain_scores_gemma":[0.997328,0.00010114316,0.0008215597,0.00020858459,0.0015221601,0.000018598907],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023373298,0.00008554329,0.00020510798,0.000180101,0.00010415375,0.0000058338464,0.00008086989,0.000070822745,0.00012205605],"category_scores_gemma":[0.00029984635,0.00006113824,0.000012854961,0.001720552,0.000026996953,0.0003612284,0.00005050016,0.00035046626,0.0000010232952],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013957515,0.00016682052,0.9646437,0.0017235616,0.000009675615,8.335025e-7,0.026823925,0.004687377,0.00041042813,0.00023044614,0.000045431283,0.0011181983],"study_design_scores_gemma":[0.003226104,0.000026127353,0.84799826,0.0068323435,0.0000066139614,3.9160926e-7,0.013048462,0.12546532,0.0023851437,0.000040791077,0.00086391007,0.00010656351],"about_ca_topic_score_codex":0.000428514,"about_ca_topic_score_gemma":0.0001328812,"teacher_disagreement_score":0.120777935,"about_ca_system_score_codex":0.00017173984,"about_ca_system_score_gemma":0.0005487079,"threshold_uncertainty_score":0.24931452},"labels":[],"label_agreement":null},{"id":"W4200184167","doi":"10.1093/geroni/igab046.2737","title":"Health Behaviors in Times of COVID: Different Sources of Support for Older Adults","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Spouse; Evening; Vulnerability (computing); Morning; Gerontology; Coronavirus disease 2019 (COVID-19); Pandemic; Social support; Medicine; Environmental health; Psychology; Social psychology; Disease","score_opus":0.050052056611248785,"score_gpt":0.42507422245164833,"score_spread":0.37502216584039955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200184167","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969318,0.00012106994,0.0004479333,0.0015631445,0.00026230337,0.00033226484,0.000026358492,0.00000961886,0.00030549816],"genre_scores_gemma":[0.9983014,0.000006299787,0.00017994561,0.0010085538,0.000017945827,0.00005536901,0.000110505374,0.000008874872,0.0003111232],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99877363,0.00005585875,0.00071152294,0.00017903355,0.00010018972,0.00017976567],"domain_scores_gemma":[0.9993806,0.000109484135,0.00026966535,0.00013245874,0.00008609533,0.000021730893],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040685016,0.0000673016,0.00022043294,0.00037429397,0.0000189212,0.0000026489074,0.000054098655,0.000042827112,0.00039253818],"category_scores_gemma":[0.000037855934,0.00007061914,0.000021668586,0.0006717746,0.000022391205,0.000031505388,0.000021703036,0.00008285949,0.0000012142369],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000082973536,0.0005020139,0.9259451,0.00073429884,0.000005539231,0.000004464126,0.020834887,0.000007156285,0.00036003196,0.008240919,0.00038941088,0.042893212],"study_design_scores_gemma":[0.0030536973,0.00014854215,0.97891384,0.00041828613,0.0000033711215,0.0000043200826,0.008221536,0.000033402608,0.0076228543,0.00046691028,0.0010117803,0.00010146449],"about_ca_topic_score_codex":0.0015534338,"about_ca_topic_score_gemma":0.0006816172,"teacher_disagreement_score":0.052968744,"about_ca_system_score_codex":0.00015563564,"about_ca_system_score_gemma":0.000299798,"threshold_uncertainty_score":0.4298018},"labels":[],"label_agreement":null},{"id":"W4200187675","doi":"10.1093/geroni/igab046.1129","title":"Aging in the Right Place? Photovoice With Older Adults Residing in Shelters During COVID-19","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Photovoice; Empowerment; Aging in place; Participatory action research; Citizen journalism; Coronavirus disease 2019 (COVID-19); Perception; Gerontology; Sociology; Psychology; Political science; Medicine; Economic growth","score_opus":0.037310242819753314,"score_gpt":0.3942310590887992,"score_spread":0.35692081626904587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200187675","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9934448,0.00010760401,0.00017246432,0.003915482,0.00017626378,0.00047011123,0.0000022489885,0.000046053494,0.0016649844],"genre_scores_gemma":[0.99767005,0.00002556192,0.00013447447,0.0016834636,0.00012156078,0.00019814621,0.00002345907,0.000021122514,0.00012214763],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99763656,0.0006229302,0.00071470876,0.00031105918,0.0002682824,0.00044649135],"domain_scores_gemma":[0.998806,0.00060861063,0.0002073102,0.00020717633,0.00013992433,0.000030958276],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017858489,0.00013321149,0.00027088218,0.00055265584,0.00050858053,0.000038378126,0.00015466819,0.00010830413,0.00011209196],"category_scores_gemma":[0.00048235114,0.00010857898,0.000013503376,0.0034901141,0.00003167366,0.00026708524,0.000067216126,0.00080956484,0.000008262669],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041213236,0.000037377777,0.71466625,0.00047855056,0.0000038678427,0.00024897812,0.27904925,0.00032106886,0.00039129704,0.0045602075,0.0000133239,0.00018862053],"study_design_scores_gemma":[0.0031896182,0.000005330733,0.5306479,0.0032422103,0.0000029770147,0.0000016866122,0.46012923,0.00028496943,0.00086959224,0.00046762993,0.00092177914,0.00023706323],"about_ca_topic_score_codex":0.0038592287,"about_ca_topic_score_gemma":0.04084379,"teacher_disagreement_score":0.18401834,"about_ca_system_score_codex":0.0005156496,"about_ca_system_score_gemma":0.00039790073,"threshold_uncertainty_score":0.9766583},"labels":[],"label_agreement":null},{"id":"W4200188197","doi":"10.1093/geroni/igab046.3720","title":"Perceptions of Medical Cannabis Packaging and Labeling among Middle-Aged and Older Canadians","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Cannabis and Cannabinoid Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cannabis; Medical cannabis; Legislation; Medicine; Psychology; Psychiatry; Gerontology; Political science; Law","score_opus":0.020256291993397433,"score_gpt":0.3091551510863261,"score_spread":0.2888988590929286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200188197","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9643505,0.00034135245,0.00021123768,0.0343738,0.00005424929,0.0001203797,0.0000053189247,0.000013220958,0.0005299292],"genre_scores_gemma":[0.9965491,0.0000824034,0.00020713484,0.0008185829,0.000062777995,0.000018397966,0.000026815684,0.000014048724,0.0022207026],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987457,0.00004133067,0.00036898145,0.00021501145,0.0004103591,0.00021863551],"domain_scores_gemma":[0.99939984,0.00001364104,0.000052754807,0.00013136092,0.00028481198,0.000117595766],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00069116516,0.00008073004,0.0001864007,0.00045444662,0.00008193844,0.000034634006,0.000038787966,0.00008650961,0.00026278937],"category_scores_gemma":[0.00045358576,0.00008295803,0.000015615624,0.0011839861,0.00015099233,0.00008093545,0.00006023149,0.00033876966,3.9977078e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000066498083,0.00004769312,0.95108026,0.00038953382,0.00002397813,0.00017664631,0.006106641,0.0000062772347,0.020375103,0.0014631368,0.0037365041,0.016587567],"study_design_scores_gemma":[0.0011724874,0.00001788828,0.98459154,0.00078205945,0.00001380173,0.00012158486,0.009030237,0.0012693784,0.0015483792,0.0000883266,0.001252837,0.000111455985],"about_ca_topic_score_codex":0.0076711667,"about_ca_topic_score_gemma":0.010410679,"teacher_disagreement_score":0.033555217,"about_ca_system_score_codex":0.000080261474,"about_ca_system_score_gemma":0.0004657689,"threshold_uncertainty_score":0.99893683},"labels":[],"label_agreement":null},{"id":"W4200189731","doi":"10.1093/geroni/igab046.512","title":"Has the COVID-19 Pandemic Increased Advance Care Planning Discussions Held by Older Adults?","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria; Simon Fraser University","funders":"","keywords":"Pandemic; Spouse; Denial; Superstition; Coronavirus disease 2019 (COVID-19); White (mutation); Psychology; Demography; Gerontology; Medicine; Political science; Sociology; History; Infectious disease (medical specialty); Disease","score_opus":0.062025933012014756,"score_gpt":0.4179373388946423,"score_spread":0.35591140588262754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200189731","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96129304,0.0029222164,0.005347198,0.026607957,0.0014272777,0.0005875846,0.00005659017,0.00020217533,0.0015559887],"genre_scores_gemma":[0.9918613,0.00002734857,0.00020771284,0.00646054,0.00021007568,0.00014075561,0.00041391863,0.000020416825,0.000657924],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9982131,0.00034874407,0.00058462616,0.0002898683,0.0002120057,0.0003516712],"domain_scores_gemma":[0.99843097,0.0006793209,0.00023635341,0.000298674,0.00029350372,0.000061161474],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005463772,0.0001277925,0.00017622557,0.00018770185,0.0010880783,0.00003012474,0.00013729375,0.00012360472,0.00022361137],"category_scores_gemma":[0.0011123966,0.000093498275,0.000028482076,0.0018134793,0.000048876154,0.00013265855,0.00008419389,0.0006559169,0.000018749099],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006371357,0.000042532523,0.750813,0.0003788516,0.000011928732,0.000026062082,0.14409456,0.000115324714,0.0018219239,0.00081994437,0.09216664,0.009645544],"study_design_scores_gemma":[0.0038286913,0.000021710579,0.110075064,0.0020557442,0.000025093235,0.00001832305,0.52104145,0.00011641918,0.0003356935,0.0010050051,0.36102623,0.00045059447],"about_ca_topic_score_codex":0.0008755006,"about_ca_topic_score_gemma":0.00037502268,"teacher_disagreement_score":0.64073795,"about_ca_system_score_codex":0.0003816678,"about_ca_system_score_gemma":0.0006104226,"threshold_uncertainty_score":0.8368728},"labels":[],"label_agreement":null},{"id":"W4200197975","doi":"10.1093/geroni/igab046.1410","title":"Effectiveness of an Intergenerational Service-Learning Program to Change Attitudes on Aging","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Test (biology); Quarter (Canadian coin); Intervention (counseling); Psychology; Gerontology; Semantic differential; Service (business); Sample (material); Medical education; Applied psychology; Social psychology; Clinical psychology; Medicine","score_opus":0.1040892897766249,"score_gpt":0.45504715400670326,"score_spread":0.35095786423007835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200197975","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99430686,0.00004630067,0.0012282978,0.0017131981,0.00033770004,0.0002573721,0.0000015275787,0.00006944394,0.0020393054],"genre_scores_gemma":[0.99779594,3.4812734e-7,0.00092101324,0.0005308747,0.000108931985,0.00030289937,0.000100092264,0.000015156022,0.00022473818],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99852324,0.00048573656,0.0002788549,0.00031726604,0.00016848193,0.00022642837],"domain_scores_gemma":[0.9991407,0.00016435521,0.00006940299,0.00018244763,0.00041656388,0.00002655776],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011711267,0.00009187614,0.00015210759,0.00046679165,0.000070092225,0.000028237573,0.000110450004,0.00006520061,0.00016012807],"category_scores_gemma":[0.00012609534,0.00010068239,0.000015014346,0.0016939028,0.000020470336,0.00011352052,0.000057604422,0.00028980523,0.000036716337],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022400614,0.0010413968,0.6723828,0.00041906565,0.00010793423,0.000108045715,0.016709862,0.0014437397,0.017496828,0.056890357,0.0001021377,0.23307383],"study_design_scores_gemma":[0.000871063,0.0002870031,0.97921765,0.0006243386,0.0000041293924,0.000019321285,0.0017408992,0.0013175972,0.014425393,0.00027227818,0.0010151009,0.00020524584],"about_ca_topic_score_codex":0.00013788395,"about_ca_topic_score_gemma":0.00013873556,"teacher_disagreement_score":0.30683482,"about_ca_system_score_codex":0.000059616737,"about_ca_system_score_gemma":0.000038876908,"threshold_uncertainty_score":0.41057086},"labels":[],"label_agreement":null},{"id":"W4200199172","doi":"10.1093/geroni/igab046.1388","title":"Addressing Stigma in the Community: A Rights-Based Approach to Community-Building","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Convention on the Rights of Persons with Disabilities; Stigma (botany); Inclusion (mineral); Solidarity; Citizen journalism; Political science; Public relations; Sociology; Human rights; Psychology; Gender studies; Politics; Law","score_opus":0.5288107747122784,"score_gpt":0.5043092867150547,"score_spread":0.024501487997223736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200199172","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9663165,0.000033629192,0.00905929,0.0016001213,0.00032516482,0.0009033989,0.000010144361,0.000040259816,0.021711444],"genre_scores_gemma":[0.96501046,7.0889064e-7,0.0058959685,0.02815143,0.00006362817,0.00035545827,0.000455925,0.000013026382,0.000053398206],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9925263,0.005556214,0.0009841548,0.00013988197,0.00032611404,0.00046736246],"domain_scores_gemma":[0.9975502,0.0014124484,0.00022339473,0.00055488886,0.00021267663,0.000046397152],"candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.007534672,0.00013039188,0.00019762755,0.0005311139,0.002561925,0.00003101872,0.00034143083,0.00009306819,0.000038164348],"category_scores_gemma":[0.00022555387,0.00010916386,0.000017110488,0.003195722,0.000029894276,0.00014563852,0.00016839475,0.002652954,0.000018810635],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000121072175,0.002259736,0.56171167,0.005307818,0.000013513191,0.000019877054,0.29363635,0.002530845,0.0018000669,0.12093844,0.0021965613,0.009464075],"study_design_scores_gemma":[0.011946756,0.0003729941,0.24340816,0.03097937,0.000026585614,0.000009081298,0.5582481,0.014080671,0.003171506,0.06585992,0.07043757,0.001459264],"about_ca_topic_score_codex":0.005017454,"about_ca_topic_score_gemma":0.0024848473,"teacher_disagreement_score":0.3183035,"about_ca_system_score_codex":0.000413433,"about_ca_system_score_gemma":0.0002792557,"threshold_uncertainty_score":0.999648},"labels":[],"label_agreement":null},{"id":"W4200212128","doi":"10.1093/geroni/igab046.2112","title":"Exploring the Impact of COVID-19 on Family Caregivers of Persons Living With Dementia in the Community","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Research Institute for Aging; University of Waterloo","funders":"","keywords":"Dementia; Socialization; Coronavirus disease 2019 (COVID-19); Thematic analysis; Family caregivers; Psychology; Gerontology; Medicine; Qualitative research; Sociology; Developmental psychology; Disease","score_opus":0.11024731100959377,"score_gpt":0.3492979547476523,"score_spread":0.2390506437380585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200212128","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9953139,0.000023357821,0.00015474593,0.0025057765,0.000032803586,0.00011529444,0.0000021387136,0.000020595024,0.0018314054],"genre_scores_gemma":[0.9997211,0.000013389094,0.00006976403,0.0001631304,0.0000074746777,0.000015832768,0.0000016617962,0.0000036929277,0.000003958813],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9988599,0.00052227755,0.00019643549,0.0000760523,0.00021229715,0.00013305349],"domain_scores_gemma":[0.9988096,0.0006979841,0.00014316007,0.00022543143,0.00011547656,0.000008362466],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001822443,0.000053740634,0.00008807589,0.00025149045,0.00027326742,0.00001750035,0.00030150672,0.000027419697,0.000005321996],"category_scores_gemma":[0.001133593,0.000036308025,0.000019092133,0.002749235,0.0002313433,0.00016118451,0.00004795529,0.00033783916,1.8715065e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004547196,0.000064312415,0.50308114,0.0000181856,0.000022962813,0.000003717031,0.48175982,0.0010215752,0.0011823769,0.011438207,0.00006792833,0.0013352116],"study_design_scores_gemma":[0.00016729788,0.000023458033,0.46881565,0.0001471711,0.0000037425386,5.868567e-7,0.5301452,0.000020518715,0.00033608716,0.00022123037,0.00007970322,0.00003930211],"about_ca_topic_score_codex":0.026300708,"about_ca_topic_score_gemma":0.01210112,"teacher_disagreement_score":0.048385423,"about_ca_system_score_codex":0.0001757081,"about_ca_system_score_gemma":0.00032227286,"threshold_uncertainty_score":0.98018324},"labels":[],"label_agreement":null},{"id":"W4200214040","doi":"10.1093/geroni/igab046.2114","title":"Beyond the Lockdown Binary: Family Caregiver Needs for Creative Solutions During a Global Pandemic","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Dementia; Pandemic; Isolation (microbiology); Coronavirus disease 2019 (COVID-19); Family caregivers; Caregiver burden; Psychology; Gerontology; Medicine","score_opus":0.03911739050412408,"score_gpt":0.34052358572309394,"score_spread":0.30140619521896983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200214040","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9766782,0.00016175372,0.002043686,0.010294207,0.00036545197,0.000279349,0.00001761166,0.00013794322,0.01002182],"genre_scores_gemma":[0.9978615,0.000020139672,0.00023940727,0.0007956658,0.00009680966,0.00003698909,0.000011362675,0.0000064332053,0.000931681],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989576,0.00008470402,0.0002397906,0.00015574925,0.00020253278,0.00035967125],"domain_scores_gemma":[0.9993216,0.00005764279,0.000116415176,0.00015050636,0.00033554874,0.000018321029],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005895448,0.00008298356,0.00010316598,0.00018665745,0.0008765019,0.00007454194,0.00020921155,0.000111042296,0.000018365961],"category_scores_gemma":[0.0005641188,0.00007885867,0.00003131882,0.0033548744,0.00024574288,0.0002652827,0.00008715711,0.0001791547,0.000005805135],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003809133,0.0001392329,0.5353769,0.000036581,0.00006978607,0.000019250689,0.037593547,0.00020227632,0.011449617,0.3966495,0.0063557383,0.012069458],"study_design_scores_gemma":[0.002454989,0.000031715303,0.695065,0.00026519847,0.000033830638,0.0000135462005,0.21898308,0.0002627477,0.0015499389,0.06920664,0.011670028,0.00046328388],"about_ca_topic_score_codex":0.0007607633,"about_ca_topic_score_gemma":0.00070448796,"teacher_disagreement_score":0.32744288,"about_ca_system_score_codex":0.000584832,"about_ca_system_score_gemma":0.00031348167,"threshold_uncertainty_score":0.67414325},"labels":[],"label_agreement":null},{"id":"W4200220664","doi":"10.1093/geroni/igab046.2041","title":"Residents' Wayfinding Challenges and Environmental Interventions in a Care Home","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Adipose Tissue and Metabolism","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Psychological intervention; Session (web analytics); Baseline (sea); Focus group; Psychology; Phase (matter); Applied psychology; Nursing; Computer science; Medicine; Business; Marketing; Political science","score_opus":0.047874612135051925,"score_gpt":0.3210868219551461,"score_spread":0.2732122098200942,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200220664","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9716918,0.025890704,0.000044427667,0.0013584641,0.00009180373,0.00008586789,0.0000019156935,0.000011556003,0.0008234861],"genre_scores_gemma":[0.9977817,0.0012861189,0.0003590022,0.00012231994,0.00005118497,0.000011876977,0.000059147842,0.000008397187,0.00032024016],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99937177,0.00002262611,0.00026595415,0.00014960757,0.00008777485,0.00010228365],"domain_scores_gemma":[0.99981683,0.000015448542,0.00004384613,0.0000895363,0.000019368505,0.000014978636],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001424841,0.000055465036,0.00012345766,0.00036722215,0.000021228854,0.000008392973,0.000018449784,0.00003592057,0.000042329008],"category_scores_gemma":[0.000054207863,0.00006191551,0.00001608961,0.00030934316,0.000017133283,0.00010479507,0.00004174581,0.00013406365,0.0000043992254],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002960555,0.00024370046,0.5565696,0.0010204748,0.00004940088,0.00076385087,0.05580686,0.000008029787,0.067457564,0.031445265,0.000053750242,0.28655192],"study_design_scores_gemma":[0.0011349515,0.000014467595,0.97569185,0.0009192034,0.000013149948,0.000050321887,0.016169522,0.000012152788,0.0039240103,0.0008770956,0.0011162551,0.000076987526],"about_ca_topic_score_codex":0.00001950493,"about_ca_topic_score_gemma":0.000059680155,"teacher_disagreement_score":0.41912228,"about_ca_system_score_codex":0.0000657185,"about_ca_system_score_gemma":0.00001809181,"threshold_uncertainty_score":0.2524841},"labels":[],"label_agreement":null},{"id":"W4200222577","doi":"10.1093/geroni/igab046.498","title":"Investigating the Cortical Correlates of Singing: Potential Neural Benefits of Choir for Persons With Dementia","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Music Therapy and Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Singing; Psychology; Choir; Functional near-infrared spectroscopy; Neural correlates of consciousness; Psychological intervention; Dementia; Cognition; Developmental psychology; Cognitive psychology; Audiology; Neuroscience; Medicine; Psychiatry; Prefrontal cortex","score_opus":0.052751384301723846,"score_gpt":0.33431333635985594,"score_spread":0.2815619520581321,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200222577","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99111784,0.0002097852,0.006111796,0.0018202685,0.00029953365,0.00014784507,0.000006776016,0.000010501692,0.00027565914],"genre_scores_gemma":[0.9978867,0.0000010972466,0.001402112,0.00056373223,0.00006395756,0.000016094311,0.000018389623,0.000009873537,0.000038007238],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99914086,0.000060429564,0.00041421867,0.00013097246,0.00009965578,0.00015387233],"domain_scores_gemma":[0.9992756,0.0001639433,0.00023912537,0.00012421055,0.00018521308,0.000011889265],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004035088,0.000061308754,0.00012246684,0.00010268326,0.00008917804,0.000009715176,0.000063520936,0.00003979803,0.00009317674],"category_scores_gemma":[0.00008337547,0.000048975442,0.000019321295,0.0006931145,0.0000819038,0.000043296062,0.000014655395,0.0001616777,3.4447373e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000099536875,0.00017169894,0.5733613,0.00016736962,0.00016581871,0.0000035597627,0.026232468,0.0039521446,0.023495892,0.34956467,0.00032194128,0.0224636],"study_design_scores_gemma":[0.0026979826,0.00021367427,0.96465784,0.00041421002,0.00007217096,0.00004122067,0.009902246,0.014033067,0.0053118863,0.0021601522,0.0002964948,0.00019904255],"about_ca_topic_score_codex":0.000051557483,"about_ca_topic_score_gemma":0.000032292697,"teacher_disagreement_score":0.39129657,"about_ca_system_score_codex":0.000010625614,"about_ca_system_score_gemma":0.00006299235,"threshold_uncertainty_score":0.19971605},"labels":[],"label_agreement":null},{"id":"W4200226625","doi":"10.1093/geroni/igab046.1013","title":"Environmental Assessment Tools for Shared Residential Settings for Individuals Living With Dementia","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dementia; Set (abstract data type); Assisted living; Session (web analytics); Service delivery framework; Aging in place; Service (business); Residential care; Psychology; Computer science; Gerontology; Medicine; Business; World Wide Web; Marketing","score_opus":0.024931885213373126,"score_gpt":0.3175647026790792,"score_spread":0.2926328174657061,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200226625","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9420612,0.00012612456,0.052848812,0.00302744,0.00024534718,0.0006864084,0.000046241046,0.00004845684,0.00090997654],"genre_scores_gemma":[0.97787595,0.00002175059,0.020594604,0.0003726598,0.0002966023,0.00024843516,0.00011449108,0.0000123495975,0.00046317783],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988136,0.00006244633,0.00034439232,0.00024297036,0.00028577543,0.00025076617],"domain_scores_gemma":[0.9992012,0.00037564492,0.00020185174,0.00007955551,0.0001249923,0.000016768943],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012160814,0.00008766085,0.00012232809,0.00014435228,0.00064492464,0.00031596844,0.0000877096,0.000039764825,0.00011425201],"category_scores_gemma":[0.0004003432,0.00009430921,0.000026656795,0.00044370367,0.000048511018,0.00057598273,0.000040236562,0.00006448124,9.3710076e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005756709,0.00012055074,0.69290274,0.00009472783,0.00016833302,0.0000023538535,0.23930849,0.000072007366,0.0021363443,0.046726223,0.010871466,0.0075909966],"study_design_scores_gemma":[0.001182585,0.000043679902,0.8971049,0.00028965276,0.00006516207,8.5635895e-7,0.025385078,0.00019904233,0.0011602914,0.0049282797,0.06928992,0.00035050945],"about_ca_topic_score_codex":0.00028323886,"about_ca_topic_score_gemma":0.0024604725,"teacher_disagreement_score":0.21392342,"about_ca_system_score_codex":0.0001214366,"about_ca_system_score_gemma":0.00018810244,"threshold_uncertainty_score":0.49603042},"labels":[],"label_agreement":null},{"id":"W4200227539","doi":"10.1093/geroni/igab046.551","title":"Return Home Interviews for Missing Older Adults With Dementia: A Scoping Review","year":2021,"lang":"en","type":"review","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; University of Waterloo","funders":"","keywords":"Dementia; Grey literature; Population; Psychology; Medicine; Gerontology; MEDLINE; Political science","score_opus":0.11765443993848555,"score_gpt":0.4742300967738537,"score_spread":0.3565756568353681,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200227539","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000007194798,0.9876711,0.004312223,0.00079746335,0.0013587701,0.0054795975,0.000013244112,0.000069265654,0.000291176],"genre_scores_gemma":[0.000006038684,0.9934352,0.0023281088,0.0009026354,0.00044072588,0.0017789267,0.0008308431,0.000087401,0.00019012157],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.99554884,0.00054561393,0.0025542974,0.00058879354,0.00024010395,0.0005223496],"domain_scores_gemma":[0.99656624,0.0005510202,0.001717061,0.0004520764,0.0006743556,0.00003927834],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0021079648,0.00038881073,0.0021023124,0.00072568184,0.00032120576,0.000038818373,0.00021334944,0.00029155798,0.00021807793],"category_scores_gemma":[0.00040781745,0.00031308687,0.00019209691,0.0032703625,0.00002154258,0.00015350738,0.00010216253,0.0008796894,0.0000145747135],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000029167884,0.000012575541,0.00002271473,0.3851261,0.000040174236,0.0000045990196,0.0009785764,2.0054173e-8,4.53874e-8,0.00007350723,0.0047305403,0.6090082],"study_design_scores_gemma":[0.00037886284,0.00001217543,0.0000041361395,0.6384359,0.00027313762,0.0000065647587,0.0004740735,0.0000016452799,1.3807046e-7,0.000013056492,0.36017668,0.0002236361],"about_ca_topic_score_codex":0.00003517123,"about_ca_topic_score_gemma":0.00006327615,"teacher_disagreement_score":0.60878456,"about_ca_system_score_codex":0.0003469235,"about_ca_system_score_gemma":0.0013101532,"threshold_uncertainty_score":0.9999321},"labels":[],"label_agreement":null},{"id":"W4200232078","doi":"10.1093/geroni/igab046.656","title":"The Longitudinal Relationships Between Social Isolation, Frailty, and Health Outcomes Among Canadian Older Adults","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Social isolation; Comorbidity; Social connectedness; Longitudinal study; Depression (economics); Gerontology; Social support; Psychology; Cognition; Health and Retirement Study; Loneliness; Cognitive decline; Medicine; Demography; Psychiatry; Dementia; Disease","score_opus":0.10227090167083992,"score_gpt":0.3862051056492089,"score_spread":0.283934203978369,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200232078","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81189156,0.00014426032,0.0003429465,0.18457042,0.00030656936,0.00019924283,0.0000073012884,0.000027437418,0.002510255],"genre_scores_gemma":[0.9970204,0.00003317042,0.00013775067,0.0020109476,0.00021645897,0.000013360397,0.000027058926,0.000006764771,0.00053404237],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985177,0.00023776617,0.00046132808,0.0001605434,0.00022093504,0.0004017314],"domain_scores_gemma":[0.99910605,0.0003493867,0.00014294252,0.00007703673,0.0002257465,0.000098816985],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0022898465,0.00006920901,0.00013114589,0.00016722028,0.0029811205,0.00018562464,0.00008088996,0.000084098094,0.000031263084],"category_scores_gemma":[0.0006037281,0.00006474684,0.000016545047,0.0011687325,0.00011252902,0.00025236764,0.000022133483,0.00028531524,0.0000031308316],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[2.5659477e-7,0.000002288396,0.8977668,0.000011613716,0.0000037634836,9.000074e-7,0.012904478,7.3741177e-7,9.496774e-9,0.07841117,0.00082407874,0.010073861],"study_design_scores_gemma":[0.00017136814,0.0000011988801,0.97641665,0.000055145352,0.0000013947476,1.5486613e-7,0.013613479,0.000028007526,2.9438212e-7,0.002059585,0.007584436,0.000068277826],"about_ca_topic_score_codex":0.36942428,"about_ca_topic_score_gemma":0.89804816,"teacher_disagreement_score":0.5286239,"about_ca_system_score_codex":0.00035966226,"about_ca_system_score_gemma":0.0010648123,"threshold_uncertainty_score":0.9983169},"labels":[],"label_agreement":null},{"id":"W4200232700","doi":"10.1093/geroni/igab046.2399","title":"Meet Caregivers Where They Are: A Remote Intervention Connecting Caregivers to Community Resources","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Healthcare Operations and Scheduling Optimization","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Intervention (counseling); Family caregivers; Resource (disambiguation); Medicine; Quarter (Canadian coin); Population; Gerontology; Randomized controlled trial; Nursing; Computer science","score_opus":0.07970845339200965,"score_gpt":0.41310948010725096,"score_spread":0.3334010267152413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200232700","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9562958,0.00007733044,0.027468475,0.010509258,0.00069746847,0.00043866478,0.000014343704,0.00012565461,0.004372994],"genre_scores_gemma":[0.98987556,0.00002152929,0.00805003,0.0012479557,0.00012286851,0.000024362973,0.00009657965,0.000026222537,0.0005349003],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9967526,0.0016316068,0.0008317052,0.00025192625,0.00020676755,0.00032537084],"domain_scores_gemma":[0.99754757,0.00039338332,0.0003526588,0.00036799026,0.0012783776,0.000060032635],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0023338457,0.00013076549,0.00021932331,0.00045466857,0.0014447048,0.00005809357,0.00014853924,0.0001588718,0.00014694256],"category_scores_gemma":[0.0019809445,0.00014755847,0.000034455614,0.001824101,0.00001551781,0.00029916136,0.00014536807,0.00087401987,0.000027048238],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013427439,0.0002046697,0.19847226,0.0015567095,0.000081382015,0.00007384284,0.6612054,0.05337193,0.0035183518,0.021302618,0.006648427,0.053430118],"study_design_scores_gemma":[0.0026010424,0.00008486554,0.019735815,0.006635787,0.000019213812,0.000009308216,0.9216271,0.013003072,0.0003160462,0.001580381,0.03382682,0.0005605218],"about_ca_topic_score_codex":0.015262661,"about_ca_topic_score_gemma":0.06003472,"teacher_disagreement_score":0.26042172,"about_ca_system_score_codex":0.0005638882,"about_ca_system_score_gemma":0.00020526793,"threshold_uncertainty_score":0.9998553},"labels":[],"label_agreement":null},{"id":"W4200233830","doi":"10.1093/geroni/igab046.2890","title":"Silver Sneakers in Central PA: Assessment of a Community based Exercise Program in a Mixed Rural/Urban Catchment Area","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Catchment area; Phone; Rural area; Sample (material); Physical activity; Medicine; Gerontology; Psychology; Family medicine; Geography; Physical therapy; Drainage basin","score_opus":0.046781666053590396,"score_gpt":0.39150579553178533,"score_spread":0.3447241294781949,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200233830","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9962005,0.000035799607,0.00039985555,0.00096213847,0.00034867213,0.0010044189,0.000010211189,0.000044570454,0.0009938588],"genre_scores_gemma":[0.9966409,0.000020415027,0.0018005015,0.0004853172,0.000021514996,0.00048519712,0.000462732,0.000013738183,0.00006966479],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971769,0.00088696345,0.0011212174,0.00015062165,0.00023338715,0.000430912],"domain_scores_gemma":[0.998902,0.00017534377,0.0003577227,0.00030945867,0.00022481932,0.000030625382],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017268916,0.00013279692,0.00031237293,0.00044017943,0.00012563831,0.000011379,0.00012583831,0.00013546129,0.000023207804],"category_scores_gemma":[0.00009365657,0.00014451661,0.000034486355,0.0023002091,0.000034994053,0.00015815582,0.00008483794,0.0010000274,0.0000019796619],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027050399,0.001645244,0.97559685,0.00049157575,0.000006217913,0.000008795842,0.005388783,0.00005575323,0.007853775,0.00094377383,0.00039538546,0.0075868214],"study_design_scores_gemma":[0.00281073,0.000024216855,0.9790591,0.002157239,0.00000502202,1.6790484e-7,0.0108328685,0.0039971955,0.00010934972,0.0004977341,0.00038246973,0.00012392258],"about_ca_topic_score_codex":0.0019602051,"about_ca_topic_score_gemma":0.003255432,"teacher_disagreement_score":0.0077444254,"about_ca_system_score_codex":0.00061872264,"about_ca_system_score_gemma":0.0004683871,"threshold_uncertainty_score":0.5893217},"labels":[],"label_agreement":null},{"id":"W4200234985","doi":"10.1093/geroni/igab046.1398","title":"The Costs and Benefits of Choice: Family Managers in Directly Funded Home Care","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Healthcare innovation and challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Baycrest Hospital; McMaster University; University of Toronto; St. Francis Xavier University; University of Manitoba","funders":"Administration for Community Living; University of Connecticut Health Center","keywords":"Flexibility (engineering); Autonomy; Agency (philosophy); Business; Work (physics); Service (business); Public relations; Marketing; Psychology; Nursing; Medicine; Management; Political science","score_opus":0.05860832581102075,"score_gpt":0.3587419898721333,"score_spread":0.3001336640611125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200234985","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9671185,0.0020012835,0.000008171766,0.018665439,0.00023895108,0.00011156557,0.0000021850612,0.000019840267,0.011834082],"genre_scores_gemma":[0.99834,0.0008415375,0.00004865137,0.0005716994,0.00005106434,0.000012289089,0.000007058222,0.0000051609854,0.00012253952],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99896973,0.00010090817,0.00037575926,0.00014323067,0.00023152355,0.00017881664],"domain_scores_gemma":[0.999072,0.00024429208,0.00011022383,0.000097069664,0.00046046675,0.00001591793],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008836659,0.000053818374,0.000097682605,0.00023390517,0.00018361329,0.00005148269,0.00008689692,0.00006179612,0.000005736262],"category_scores_gemma":[0.00041012926,0.000052352632,0.000007853718,0.002626274,0.000084856394,0.00012523732,0.000029452507,0.00014568055,8.0875924e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004038606,0.000015220931,0.19927472,0.000060577564,0.000004628005,0.0000039969063,0.02214108,0.000013216638,0.00034940723,0.47979432,0.00007306123,0.29826573],"study_design_scores_gemma":[0.00050147355,0.0000088396755,0.80104476,0.00026336432,0.0000013154754,3.5963166e-7,0.14916267,0.000020991194,0.0006429323,0.0020723203,0.046139486,0.00014147701],"about_ca_topic_score_codex":0.0012844807,"about_ca_topic_score_gemma":0.032325935,"teacher_disagreement_score":0.60177004,"about_ca_system_score_codex":0.00016666958,"about_ca_system_score_gemma":0.00015608649,"threshold_uncertainty_score":0.9853316},"labels":[],"label_agreement":null},{"id":"W4200243165","doi":"10.1093/geroni/igab046.1132","title":"Social Engagement and Well-Being Among Chinese Older Adults","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal; McGill University","funders":"","keywords":"Social isolation; Neighbourhood (mathematics); Social engagement; Psychology; Psychological resilience; Happiness; Social support; China; Well-being; Life satisfaction; Mental health; Demographics; Gerontology; Demography; Medicine; Social psychology; Geography; Sociology","score_opus":0.020089647240399657,"score_gpt":0.34891831602759077,"score_spread":0.32882866878719114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200243165","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.962972,0.000045987264,0.000097133176,0.012146281,0.0002533595,0.000094356394,2.487553e-7,0.000029046592,0.024361592],"genre_scores_gemma":[0.99627846,0.000030196097,0.00013470437,0.0027444887,0.0002669036,0.000011254908,0.0000057544707,0.0000048882507,0.00052333524],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991154,0.0001177012,0.0002486859,0.00013124435,0.00017273753,0.00021420378],"domain_scores_gemma":[0.9996757,0.00009278269,0.00006056643,0.000041047504,0.00010718573,0.000022741131],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009535674,0.000051335206,0.00008605591,0.00010464066,0.00048714393,0.00008451985,0.000042949494,0.000043938555,0.00013551718],"category_scores_gemma":[0.000315473,0.00005434683,0.000010847664,0.00093818025,0.0000494916,0.00019469943,0.000040026098,0.0001377731,0.0000030148233],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000011862041,0.000010927012,0.83448064,0.000056307992,0.0000021315218,0.0000067464744,0.06779367,0.0000012919588,0.0000030323336,0.09025323,0.00026528034,0.0071255704],"study_design_scores_gemma":[0.00027451888,8.437507e-7,0.97095454,0.00009508583,9.407994e-7,1.5724001e-7,0.019923426,0.000053223124,0.000016477676,0.0024223926,0.0061876033,0.00007080948],"about_ca_topic_score_codex":0.0019613535,"about_ca_topic_score_gemma":0.002478372,"teacher_disagreement_score":0.13647388,"about_ca_system_score_codex":0.00007150525,"about_ca_system_score_gemma":0.00008889566,"threshold_uncertainty_score":0.37467664},"labels":[],"label_agreement":null},{"id":"W4200247656","doi":"10.1093/geroni/igab046.3453","title":"A Platform to Study the Effects of Home Environment on Health and Wellbeing of Older Adults","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Consortium canadien en neurodégénérescence associée au vieillissement; Public Health Agency; Public Health Agency of Canada","keywords":"Cognition; Wearable computer; Gerontology; Medicine; Cognitive skill; Activities of daily living; Complaint; Psychology; Applied psychology; Physical therapy; Psychiatry; Engineering","score_opus":0.01312095202558641,"score_gpt":0.2907488968562889,"score_spread":0.2776279448307025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200247656","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.994828,0.000091341586,0.00013222589,0.0042302446,0.00008325502,0.00052180677,5.5110536e-7,0.000016637092,0.000095979296],"genre_scores_gemma":[0.9992658,0.000030918913,0.00023406935,0.00041098206,0.0000114838185,0.000024560775,8.387421e-7,0.0000042963807,0.000017085591],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9991502,0.00007136125,0.00028512123,0.00014737535,0.00021733045,0.00012857304],"domain_scores_gemma":[0.99946636,0.00019592364,0.00013787897,0.00014232706,0.000041379677,0.00001612761],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006205469,0.000050888106,0.00011726484,0.00019433281,0.000104420986,0.0000075307807,0.00009233999,0.000030891923,0.0000043950295],"category_scores_gemma":[0.0003309737,0.000044279408,0.000007210596,0.0009520212,0.00006298775,0.00005341478,0.000062798106,0.00010135052,9.0461583e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027365173,0.00047273285,0.29731157,0.00015916023,0.00003146545,0.000010275094,0.4842294,0.000024433772,0.0014029776,0.026225366,0.00007280166,0.19003248],"study_design_scores_gemma":[0.0017506281,0.0003220063,0.8693141,0.000836505,0.0000047078347,8.145552e-7,0.11306012,0.000019040572,0.011964327,0.0021600914,0.00043926694,0.00012840836],"about_ca_topic_score_codex":0.00041455572,"about_ca_topic_score_gemma":0.00036704677,"teacher_disagreement_score":0.57200253,"about_ca_system_score_codex":0.000065079104,"about_ca_system_score_gemma":0.000054690667,"threshold_uncertainty_score":0.18056618},"labels":[],"label_agreement":null},{"id":"W4200251563","doi":"10.1093/geroni/igab046.682","title":"Age Discrimination During the COVID-19 Pandemic: Associations With Daily Well-Being","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Affect (linguistics); Demography; Psychology; Residence; Medicine; Young adult; Coronavirus disease 2019 (COVID-19); Gerontology; Disease; Internal medicine","score_opus":0.07739652744684829,"score_gpt":0.4016295840864995,"score_spread":0.32423305663965124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200251563","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9427092,0.000063632746,0.0075199055,0.010689411,0.00021482313,0.00013918783,0.0000029303726,0.00009806867,0.03856283],"genre_scores_gemma":[0.98829,0.000002419569,0.00017698026,0.001756839,0.00009315639,0.00006956979,0.0000854963,0.000014515784,0.009511005],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985801,0.00029238604,0.0003301405,0.0002826897,0.00021813638,0.0002965688],"domain_scores_gemma":[0.9990403,0.00035158533,0.00013992292,0.000265484,0.00017423894,0.00002845944],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010901903,0.00009321312,0.000119701064,0.00028136157,0.00037048289,0.00007185552,0.0001402298,0.00008131252,0.00025377056],"category_scores_gemma":[0.0004720418,0.000074967975,0.000017190529,0.0016234277,0.000082677965,0.00012459909,0.000051705614,0.00043256226,0.000038887076],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017095213,0.00004813336,0.9187542,0.000021798276,0.00004217966,0.0001550338,0.023530105,0.000109999106,0.00057671336,0.054761723,0.00068347866,0.001299534],"study_design_scores_gemma":[0.0013588723,0.0000138824125,0.9733351,0.000038275102,0.00001341676,0.00015225862,0.015323108,0.00010057341,0.00018044222,0.0041854046,0.005110504,0.00018815616],"about_ca_topic_score_codex":0.0003243821,"about_ca_topic_score_gemma":0.0010748762,"teacher_disagreement_score":0.0545809,"about_ca_system_score_codex":0.00028831259,"about_ca_system_score_gemma":0.00011909016,"threshold_uncertainty_score":0.30571052},"labels":[],"label_agreement":null},{"id":"W4200256360","doi":"10.1093/geroni/igab046.2637","title":"Transcranial Brain Stimulation Improves Cognition in Older Adults With Depression and Anxiety","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Health Services; University of Alberta","funders":"","keywords":"Transcranial direct-current stimulation; Cognition; Anxiety; Psychology; Physical medicine and rehabilitation; Dementia; Rehabilitation; Cognitive rehabilitation therapy; Depression (economics); Brain stimulation; Dorsolateral prefrontal cortex; Medicine; Audiology; Prefrontal cortex; Stimulation; Psychiatry; Neuroscience; Internal medicine","score_opus":0.017452452491349784,"score_gpt":0.2729190881214802,"score_spread":0.2554666356301304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200256360","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9905962,0.000050144794,0.007239574,0.0011109633,0.00008318905,0.0003597583,0.000004959019,0.000053144784,0.00050210074],"genre_scores_gemma":[0.99838334,0.000017578475,0.00077757135,0.0007010345,0.000033053104,0.000038304235,0.00001231913,0.000014413592,0.000022388873],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99868935,0.00008856675,0.00039406877,0.00042496805,0.00023287686,0.00017018459],"domain_scores_gemma":[0.99942976,0.00025608353,0.00008432858,0.000092580485,0.000120971876,0.000016260887],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018193119,0.00012385345,0.00013667674,0.0003107128,0.00008372452,0.00005094662,0.00003922779,0.000056109613,0.000028117473],"category_scores_gemma":[0.00032511185,0.00012229726,0.000010305075,0.0016719837,0.000058344227,0.00034104937,0.000016607753,0.00015818632,0.0000015272387],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002803348,0.00011791447,0.13730127,0.00007736927,0.0000018480831,0.000024654919,0.0051956587,0.0010866731,0.81003374,0.0007586592,0.0000069682874,0.045114923],"study_design_scores_gemma":[0.0058914055,0.000036087586,0.95411515,0.00035567448,0.0000053322765,0.000018282291,0.00042637487,0.010054777,0.028282538,0.0005946296,0.000042564334,0.00017719308],"about_ca_topic_score_codex":0.000032289252,"about_ca_topic_score_gemma":0.00013553936,"teacher_disagreement_score":0.8168139,"about_ca_system_score_codex":0.000025957734,"about_ca_system_score_gemma":0.000031205454,"threshold_uncertainty_score":0.4987138},"labels":[],"label_agreement":null},{"id":"W4200257793","doi":"10.1093/geroni/igab046.1481","title":"Cardiovascular Risk Factors and Carotid Intima Media Thickness: Mediation and Interaction by Grip Strength","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; Université de Montréal","funders":"","keywords":"Grip strength; Mediation; Vulnerability (computing); Intima-media thickness; Medicine; Stressor; Disease; Internal medicine; Cardiology; Physical therapy; Carotid arteries; Clinical psychology; Computer science","score_opus":0.01582029734277746,"score_gpt":0.26561432626196585,"score_spread":0.2497940289191884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200257793","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9958094,0.0006870866,0.0015103362,0.0010092444,0.00047326926,0.00016904439,0.000016866945,0.000052983258,0.00027177928],"genre_scores_gemma":[0.9980782,0.00042632714,0.0007652721,0.00014865995,0.00013116458,0.000014739289,0.0003846286,0.000018061804,0.000032941098],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987242,0.00009419711,0.00040871173,0.00031198727,0.00031437696,0.0001465081],"domain_scores_gemma":[0.99907166,0.00022925477,0.00013499915,0.00019920105,0.0003230084,0.00004186768],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047351327,0.00013920244,0.00026184184,0.00032013454,0.00005890926,0.00005296146,0.000028139757,0.000100776524,0.000028568178],"category_scores_gemma":[0.0019178858,0.00013526987,0.00003119656,0.0008863068,0.000051767474,0.00034781476,0.00004459113,0.00038646485,0.0000019907839],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000104497885,0.00004201756,0.9537763,0.00012384458,0.00014639161,0.000014676926,0.0055464134,0.000040927298,0.0071940795,0.0001860693,0.00057584647,0.032342996],"study_design_scores_gemma":[0.0026813378,0.000038231734,0.9499484,0.00041433546,0.00013081166,0.00009836192,0.0060834805,0.0014943343,0.03432472,0.00040555923,0.0040982016,0.00028223867],"about_ca_topic_score_codex":0.0003731402,"about_ca_topic_score_gemma":0.00007436081,"teacher_disagreement_score":0.032060757,"about_ca_system_score_codex":0.000109859284,"about_ca_system_score_gemma":0.0000508583,"threshold_uncertainty_score":0.5516146},"labels":[],"label_agreement":null},{"id":"W4200258559","doi":"10.1093/geroni/igab046.1427","title":"Promising Long-Term Residential Care Policy Guidance for Staff to Support Resident Quality of Life","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Mount Saint Vincent University","funders":"","keywords":"Flexibility (engineering); Discretion; Jurisdiction; Term (time); Quality (philosophy); Business; Quality of life (healthcare); Public relations; Nursing; Psychology; Medicine; Political science; Economics; Law; Management","score_opus":0.09958025463062237,"score_gpt":0.48639710135907327,"score_spread":0.3868168467284509,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200258559","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.987403,0.00012334593,0.0051318924,0.0046394942,0.00094810536,0.0006927527,0.000043661617,0.000044531607,0.0009732206],"genre_scores_gemma":[0.995847,0.0000051340894,0.0017303211,0.00051162887,0.0006287521,0.000098127704,0.00015829367,0.000021952963,0.0009987992],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99754477,0.00022634165,0.0013344794,0.00027866475,0.00027306026,0.00034268174],"domain_scores_gemma":[0.9975124,0.00023117007,0.00045265837,0.00030360956,0.0014515518,0.000048584672],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001133119,0.00010198766,0.00028947194,0.00052843324,0.00022330818,0.000020345034,0.000113884125,0.00010091359,0.00008343707],"category_scores_gemma":[0.002537247,0.00011625116,0.000043137636,0.0018474543,0.000018227678,0.00012154269,0.00009622207,0.00018810076,0.0000074754444],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042883743,0.000093245435,0.81320333,0.0044526206,0.000033973472,0.000012827363,0.09776117,0.00006767724,0.029070644,0.014926298,0.024802096,0.0151472585],"study_design_scores_gemma":[0.0018753946,0.000082143764,0.95289874,0.0011256712,0.0000108105005,8.0336736e-7,0.028825156,0.0000028168183,0.012219343,0.0010217634,0.0017075222,0.00022984507],"about_ca_topic_score_codex":0.0012610701,"about_ca_topic_score_gemma":0.0017412443,"teacher_disagreement_score":0.13969538,"about_ca_system_score_codex":0.00041492897,"about_ca_system_score_gemma":0.001957548,"threshold_uncertainty_score":0.47405848},"labels":[],"label_agreement":null},{"id":"W4200259476","doi":"10.1093/geroni/igab046.327","title":"Caring for Persons With Dementia in Audiology","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Baycrest Hospital","funders":"","keywords":"Dementia; Hearing loss; Medicine; Audiology; Rehabilitation; Quality of life (healthcare); Presentation (obstetrics); Cognitive impairment; Hearing aid; Cognition; Psychology; Psychiatry; Physical therapy; Nursing; Disease","score_opus":0.047829086549742106,"score_gpt":0.368926527191218,"score_spread":0.3210974406414759,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200259476","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9808979,0.000078963894,0.011182969,0.006806518,0.00008006069,0.00025932383,0.0000017027002,0.000017611734,0.00067494274],"genre_scores_gemma":[0.9896912,0.000004606486,0.007568075,0.0023656639,0.00008060707,0.00006901736,0.00014219081,0.000008248157,0.000070370144],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992885,0.000014429555,0.0003173096,0.00013842371,0.00007373726,0.00016758968],"domain_scores_gemma":[0.9996716,0.00004639343,0.00006927567,0.00007059798,0.00012863682,0.000013546992],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002782576,0.000050117098,0.00012242027,0.000332339,0.000027370976,0.0000046782816,0.000015314654,0.000024609511,0.0000402438],"category_scores_gemma":[0.000110790104,0.000047799953,0.00000699003,0.0009586768,0.000010880036,0.000053738455,0.000008465223,0.00009888973,7.0539824e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032718057,0.000024713201,0.97954315,0.00012297604,0.000014693544,0.000033005497,0.0011226322,0.000019049301,0.004303192,0.0031500403,0.000381423,0.0112524135],"study_design_scores_gemma":[0.0050293985,0.0001439551,0.9775513,0.00024505114,0.0000246945,0.00006376022,0.0036867037,0.00048191415,0.004900814,0.00033172223,0.0074561425,0.00008456347],"about_ca_topic_score_codex":0.000100470126,"about_ca_topic_score_gemma":0.0004831477,"teacher_disagreement_score":0.011167849,"about_ca_system_score_codex":0.00007506641,"about_ca_system_score_gemma":0.00015248089,"threshold_uncertainty_score":0.19492255},"labels":[],"label_agreement":null},{"id":"W4200260013","doi":"10.1093/geroni/igab046.2475","title":"Finding Factors in Footfalls: Exploring the Factor Structure of Gait in Older Adults.","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; University of Victoria","funders":"","keywords":"Gait; Psychology; Factor analysis; Variance (accounting); Gait analysis; Confirmatory factor analysis; Latent variable; Principal component analysis; Physical medicine and rehabilitation; Econometrics; Statistics; Structural equation modeling; Mathematics; Medicine; Economics","score_opus":0.04427006057161083,"score_gpt":0.3063653710128119,"score_spread":0.2620953104412011,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200260013","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99773884,0.000043691263,0.00004642531,0.0013841536,0.00031416074,0.00019330543,0.000004929384,0.000044641973,0.00022987941],"genre_scores_gemma":[0.99968064,0.000015729673,0.00015052716,0.00007035711,0.000030151634,0.00001407835,0.0000066447556,0.0000096308795,0.000022247708],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986217,0.00011573656,0.0004993975,0.0002295571,0.00025394163,0.00027963822],"domain_scores_gemma":[0.99933654,0.00020233548,0.00015581083,0.00016991617,0.00012471995,0.0000106606485],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034554198,0.00009670557,0.00016325556,0.0006799953,0.000083777086,0.00002983208,0.0002457275,0.000112518035,0.0000618983],"category_scores_gemma":[0.0010178352,0.00008829362,0.000017714916,0.0043632383,0.00009294416,0.00035261386,0.00007178498,0.00041142444,7.418355e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002407884,0.000021191967,0.8908271,0.000019642217,0.0000030524789,0.0000071811073,0.09016298,0.0000562989,0.0039109406,0.009152369,0.000006639393,0.0058301706],"study_design_scores_gemma":[0.00043748718,0.000002911254,0.9211046,0.00038312134,8.195474e-7,3.5428073e-7,0.054377902,0.000029425297,0.0216635,0.0017166168,0.00017560968,0.00010762986],"about_ca_topic_score_codex":0.0017972833,"about_ca_topic_score_gemma":0.024440914,"teacher_disagreement_score":0.035785075,"about_ca_system_score_codex":0.00020577309,"about_ca_system_score_gemma":0.00012795311,"threshold_uncertainty_score":0.9933605},"labels":[],"label_agreement":null},{"id":"W4200260454","doi":"10.1093/geroni/igab046.3341","title":"Transformations and Transmission – A Contextual Look at Religious Biographies of Older Adults","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Religiosity; Openness to experience; Narrative; Context (archaeology); Flexibility (engineering); Sociology; Affect (linguistics); Gender studies; Cultural transmission in animals; Social psychology; Psychology; History; Art; Literature","score_opus":0.016207874977391387,"score_gpt":0.3110596023951964,"score_spread":0.294851727417805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200260454","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98200935,0.0010884905,0.0014109127,0.0119285155,0.00009218307,0.00014023512,0.000005599036,0.000022227561,0.003302498],"genre_scores_gemma":[0.99733835,0.0013665997,0.0002629291,0.00086770696,0.000018070097,0.000007655235,0.000011308248,0.0000030336887,0.00012435694],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99923927,0.000050311566,0.00034263477,0.000085512176,0.00014169145,0.00014059713],"domain_scores_gemma":[0.9996238,0.00009454582,0.00005944486,0.000043583,0.00015244489,0.000026184269],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034189984,0.000042137937,0.00009557006,0.00023348237,0.00018435217,0.000018359468,0.00003236955,0.000047486603,0.000050935265],"category_scores_gemma":[0.00007083752,0.000042925178,0.000017779854,0.0012485413,0.00009082118,0.00014911397,0.00000676672,0.000057099904,7.140603e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038660968,0.00008466959,0.36145598,0.0007078519,0.000011635503,0.000008481799,0.3683575,0.000009397156,0.0004760283,0.16780823,0.002116122,0.09892543],"study_design_scores_gemma":[0.0041303416,0.00003649165,0.63486624,0.0028754757,0.000018456529,0.000008676249,0.19660081,0.00029942265,0.0075265025,0.008037499,0.14510539,0.0004947167],"about_ca_topic_score_codex":0.0016393011,"about_ca_topic_score_gemma":0.0024812985,"teacher_disagreement_score":0.27341023,"about_ca_system_score_codex":0.000028485008,"about_ca_system_score_gemma":0.00009190961,"threshold_uncertainty_score":0.24781437},"labels":[],"label_agreement":null},{"id":"W4200261058","doi":"10.1093/geroni/igab046.2511","title":"Insertion of the protective APP A673T mutation by CRISPR/Cas9 base editing or PRIME editing.","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Neurological Disease Mechanisms and Treatments","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"CRISPR; Genome editing; Mutation; Genetics; Amyloid precursor protein; Gene; Biology; Exon; Cas9; Molecular biology; Alzheimer's disease; Medicine; Disease","score_opus":0.03793543821661027,"score_gpt":0.2933821870320548,"score_spread":0.25544674881544455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200261058","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9906227,0.000007441908,0.006775555,0.0013203913,0.00041174982,0.0004020817,0.000025073266,0.000051635656,0.0003833755],"genre_scores_gemma":[0.9982645,0.0000010839676,0.00018921607,0.0012731162,0.00007398062,0.00008290358,0.000013001042,0.0000106482585,0.0000915461],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987077,0.0001862071,0.0003583682,0.0003108834,0.00028170645,0.0001551193],"domain_scores_gemma":[0.99927634,0.000118441494,0.0002827443,0.0001458877,0.00016021551,0.000016399747],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001830582,0.000097464435,0.0000999391,0.00010157167,0.00014169743,0.000037811,0.000091214424,0.000041277537,0.00006523352],"category_scores_gemma":[0.0023359873,0.000069980015,0.000024905501,0.0017192442,0.000036561712,0.00021471152,0.000068846166,0.00016567294,0.000007018002],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031281063,0.00019582709,0.0017794644,0.000028730588,0.0000028841266,0.000070024485,0.0002092939,0.00007705576,0.9878982,0.0033331104,0.00010701988,0.0062671266],"study_design_scores_gemma":[0.00049020944,0.000043639982,0.0059082787,0.000068968664,0.0000054353686,0.000012322688,0.00014815455,0.0014312185,0.98717666,0.0045383647,0.00011081072,0.000065963235],"about_ca_topic_score_codex":0.00002254225,"about_ca_topic_score_gemma":0.0000055002747,"teacher_disagreement_score":0.0076418086,"about_ca_system_score_codex":0.00006392872,"about_ca_system_score_gemma":0.000058571648,"threshold_uncertainty_score":0.28537023},"labels":[],"label_agreement":null},{"id":"W4200266741","doi":"10.1093/geroni/igab046.120","title":"Frailty in Preclinical Models: Impact of Healthspan on Disease Expression Over the Life Course","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Frailty Index; Disease; Gerontology; Vulnerability (computing); Medicine; Healthy aging; Adverse effect; Internal medicine","score_opus":0.10835898759537325,"score_gpt":0.4305223564698645,"score_spread":0.3221633688744912,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200266741","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98865545,0.00026364208,0.00035028573,0.009727043,0.0001374578,0.00029331932,0.000013503932,0.000022306824,0.0005369884],"genre_scores_gemma":[0.9971832,0.000026629712,0.00022252856,0.0022665593,0.00010501235,0.000023960953,0.00005719444,0.000016152664,0.00009876918],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983833,0.00012014809,0.0007161342,0.00024128002,0.000346452,0.00019272958],"domain_scores_gemma":[0.9987897,0.0003097808,0.00018483379,0.0004338555,0.00020426886,0.0000775086],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058279163,0.00010950038,0.00023137794,0.00020325268,0.000030294852,0.000011562124,0.000080875885,0.000068461006,0.00011337451],"category_scores_gemma":[0.0016374843,0.00007935565,0.00005402634,0.0011966835,0.000050139206,0.00013455452,0.000049904946,0.00043423686,0.000003730768],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009109575,0.0013685338,0.94345593,0.00027698706,0.000047774,0.00009743186,0.0028192175,0.026047781,0.0044477195,0.0032994968,0.006449141,0.010779041],"study_design_scores_gemma":[0.0020858382,0.00007004629,0.96794915,0.0013983819,0.000011563411,0.0000023410687,0.0001830915,0.025473107,0.0006050942,0.0020516017,0.00008915586,0.00008063164],"about_ca_topic_score_codex":0.0001615552,"about_ca_topic_score_gemma":0.000029124501,"teacher_disagreement_score":0.02449323,"about_ca_system_score_codex":0.00012438363,"about_ca_system_score_gemma":0.0007058769,"threshold_uncertainty_score":0.32360294},"labels":[],"label_agreement":null},{"id":"W4200268638","doi":"10.1093/geroni/igab046.825","title":"Change in Daily Negative Affect Across 20 Years","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Psychological and Temporal Perspectives Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Demography; Longitudinal study; Affect (linguistics); Psychology; Cross-sectional study; Developmental psychology; Gerontology; Medicine; Communication","score_opus":0.14439583362768532,"score_gpt":0.4693530232466342,"score_spread":0.32495718961894887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200268638","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9619265,0.00014657006,0.000055224275,0.0023286399,0.00033423697,0.00016997223,0.000009487071,0.000031111227,0.034998253],"genre_scores_gemma":[0.9974216,0.000006050423,0.00012686943,0.000944845,0.0001283709,0.000098389544,0.000020790594,0.000009626314,0.0012434219],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99873716,0.00017716952,0.0002645836,0.00034525336,0.0001457642,0.00033006858],"domain_scores_gemma":[0.9995203,0.00012272352,0.000055238503,0.00017810291,0.0001033126,0.000020313879],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00056643394,0.00008150463,0.0001354942,0.000265063,0.000030394367,0.000035832007,0.000115173345,0.000086227825,0.000984756],"category_scores_gemma":[0.00018053823,0.00008314434,0.000020254794,0.003376628,0.00006469904,0.00014378486,0.0000731228,0.00039982214,0.00017503735],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000110125366,0.00048550044,0.8040793,0.000015503198,0.00003225635,0.001279992,0.046836115,0.000005277306,0.0057498086,0.038041484,0.0015139213,0.1018507],"study_design_scores_gemma":[0.00093711604,0.000028443184,0.98809224,0.000035099965,3.4403388e-7,0.000007236381,0.0035519265,0.000021824197,0.00033418246,0.004760824,0.002129156,0.00010158376],"about_ca_topic_score_codex":0.00049267884,"about_ca_topic_score_gemma":0.0003211904,"teacher_disagreement_score":0.18401295,"about_ca_system_score_codex":0.00009114537,"about_ca_system_score_gemma":0.000016839846,"threshold_uncertainty_score":0.9999285},"labels":[],"label_agreement":null},{"id":"W4200271083","doi":"10.1093/geroni/igab046.3673","title":"Best Practices for Living Labs When Studying Older Adults Living in Rural Communities","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Genetic Neurodegenerative Diseases","field":"Neuroscience","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Living lab; Best practice; Popularity; Scope (computer science); Psychology; Product (mathematics); Knowledge management; Medical education; Computer science; Medicine; World Wide Web; Political science; Social psychology","score_opus":0.09894691106663593,"score_gpt":0.3478114424631409,"score_spread":0.24886453139650494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200271083","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9975409,0.00010720824,0.0005307123,0.000598447,0.0002835921,0.0003532511,0.0000070504134,0.00004028809,0.0005385382],"genre_scores_gemma":[0.9973127,0.00002135123,0.00080613047,0.0012469068,0.000070467344,0.00015824394,0.0000069167786,0.000025808291,0.00035142698],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9983036,0.00043330388,0.0004992781,0.00024382866,0.00023239452,0.000287619],"domain_scores_gemma":[0.99670374,0.002388418,0.0003649343,0.00025093235,0.000272272,0.000019695965],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005735155,0.0001428474,0.00015594157,0.00041393342,0.00020558567,0.00022392898,0.00021238536,0.00003291811,0.000058052552],"category_scores_gemma":[0.0076598176,0.0001673218,0.000021959067,0.0011953318,0.00004552122,0.0005720188,0.00021485308,0.00022230318,0.0000052435144],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002195347,0.0006155776,0.6367725,0.0002721852,0.0000061289916,0.00002550383,0.073628314,0.0010395399,0.2701255,0.0025109632,0.00009402494,0.014887781],"study_design_scores_gemma":[0.001430027,0.000084222826,0.25895455,0.0059781144,0.000016965148,0.000023941344,0.21130288,0.010793648,0.5096747,0.0005929288,0.00042592577,0.00072207145],"about_ca_topic_score_codex":0.00031470953,"about_ca_topic_score_gemma":0.00090357236,"teacher_disagreement_score":0.37781796,"about_ca_system_score_codex":0.00006396246,"about_ca_system_score_gemma":0.00010265313,"threshold_uncertainty_score":0.9170071},"labels":[],"label_agreement":null},{"id":"W4200274080","doi":"10.1093/geroni/igab046.2664","title":"Employers’ Response to Workers With Progressive Cognitive Impairment: A Systematic Literature Review","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Sunnybrook Hospital; University of Waterloo; Wilfrid Laurier University","funders":"","keywords":"Workforce; Dementia; Cognitive decline; Cognition; Psychology; Quality of life (healthcare); Business; Public relations; Applied psychology; Gerontology; Medicine; Disease; Nursing; Political science; Psychiatry","score_opus":0.08984521968080839,"score_gpt":0.4202880036209031,"score_spread":0.3304427839400947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200274080","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.968978,0.009380157,0.00024243852,0.015316351,0.00021264427,0.0034191993,0.000007225478,0.00009645499,0.0023475117],"genre_scores_gemma":[0.99494565,0.00032761463,0.0003525198,0.0030249192,0.000057196852,0.00060673634,0.000020657024,0.000012896982,0.0006518223],"study_design_codex":"observational","study_design_gemma":"systematic_review","domain_scores_codex":[0.9976007,0.0008280849,0.0004955337,0.00029549497,0.00050580694,0.0002744164],"domain_scores_gemma":[0.9985517,0.00023114246,0.0001898501,0.00017318033,0.00079866516,0.000055437078],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027923363,0.00011925496,0.00024766597,0.00019619342,0.00019390702,0.0001817706,0.000108068525,0.00004370994,0.000063155676],"category_scores_gemma":[0.0019631882,0.00010038956,0.000029197905,0.0047449945,0.00008118571,0.00022397342,0.00003740392,0.00013302348,0.000017155247],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008475221,0.0007229557,0.5507241,0.08675544,0.00022021342,0.0006778155,0.34453055,0.000020666657,0.00032556747,0.009112137,0.0034152134,0.0026478416],"study_design_scores_gemma":[0.0014420989,0.00025417408,0.06342843,0.83098817,0.00010435803,0.00002098248,0.1005671,0.000005854055,0.00037204227,0.0007872579,0.0013736101,0.00065589335],"about_ca_topic_score_codex":0.000037684058,"about_ca_topic_score_gemma":0.00014598136,"teacher_disagreement_score":0.7442328,"about_ca_system_score_codex":0.0003165497,"about_ca_system_score_gemma":0.00030739966,"threshold_uncertainty_score":0.40937674},"labels":[],"label_agreement":null},{"id":"W4200280470","doi":"10.1093/geroni/igab046.1537","title":"From Margin to Center: Intersectionality and the Politics of Environmental Gerontology","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Graduate Center","keywords":"Scholarship; Intersectionality; Politics; Sociology; Gender studies; Power (physics); Population ageing; Conversation; Population; Gerontology; Representation (politics); Political science; Medicine; Law","score_opus":0.02413148421447648,"score_gpt":0.3038891887772633,"score_spread":0.2797577045627868,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200280470","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9904064,0.0001219121,0.0009913119,0.0066595087,0.00020570528,0.00006042666,0.000013105304,0.0000058898295,0.0015357428],"genre_scores_gemma":[0.9986905,0.000035708334,0.00026189597,0.0005425745,0.00014273726,0.0000053290355,0.000009320429,0.0000017510309,0.00031020527],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9994054,0.000117456686,0.00019446485,0.00009296677,0.00010359532,0.00008616017],"domain_scores_gemma":[0.999727,0.00011432392,0.000059653787,0.00005339371,0.000036189485,0.000009422904],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037475114,0.000033823115,0.00007653823,0.000055623408,0.00014565162,0.000015269712,0.000040391347,0.000018967941,0.0000800837],"category_scores_gemma":[0.00013673902,0.000030053816,0.000009892504,0.00022233409,0.0001639911,0.00005357198,0.000038221286,0.00004715099,0.0000012805805],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008415249,0.0000335898,0.32931164,0.0000041403505,0.000019121931,0.0000014100826,0.49592337,0.000003410658,0.0003441123,0.17213646,0.00068071275,0.0015336089],"study_design_scores_gemma":[0.00078629685,0.0000047798317,0.88584083,0.000027961536,0.000005844602,0.0000010026747,0.035757113,0.000031901174,0.00047845455,0.055853296,0.021131027,0.00008150642],"about_ca_topic_score_codex":0.012570206,"about_ca_topic_score_gemma":0.012010472,"teacher_disagreement_score":0.55652916,"about_ca_system_score_codex":0.00005446155,"about_ca_system_score_gemma":0.00002798099,"threshold_uncertainty_score":0.9940052},"labels":[],"label_agreement":null},{"id":"W4200281403","doi":"10.1093/geroni/igab046.2480","title":"Co-Design Of Technology Driven Self-Management With Older Adults: An International Approach","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"Persona; Participatory design; Usability; Coaching; Personalization; Psychology; Applied psychology; Population; Storytelling; Perception; Cognition; User-centered design; Thematic analysis; Computer science; Qualitative research; Human–computer interaction; Medicine; Engineering; World Wide Web; Sociology; Narrative","score_opus":0.014987628209857315,"score_gpt":0.2914019640219835,"score_spread":0.27641433581212616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200281403","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87625206,0.000025660647,0.09478299,0.004568114,0.00017892651,0.00063229277,0.0000035817545,0.00059274625,0.022963617],"genre_scores_gemma":[0.9109458,0.000021105747,0.08873319,0.00009885302,0.00002571146,0.000061394196,0.000022590715,0.000009468509,0.000081898106],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99886197,0.00006628977,0.00031010553,0.0002856336,0.00029184975,0.00018414106],"domain_scores_gemma":[0.9991729,0.00002341834,0.00016757657,0.00022067808,0.00040310624,0.000012315478],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004188185,0.000079689526,0.0001156879,0.0008777452,0.000088291905,0.000025763018,0.00033795618,0.00012018382,0.00002977742],"category_scores_gemma":[0.0000790218,0.00008489766,0.000008520676,0.0029699,0.00016483583,0.00030787298,0.000043485816,0.00016715279,0.0000029843222],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032437958,0.00068642007,0.23391952,0.00006727954,0.00012311323,0.0000622801,0.031962566,0.00075527286,0.0007929628,0.6938621,0.00017703981,0.03755901],"study_design_scores_gemma":[0.017811276,0.0003785419,0.27686894,0.0027852696,0.000105096464,0.000089280366,0.563216,0.017312601,0.047072176,0.028537817,0.043559898,0.0022631169],"about_ca_topic_score_codex":0.00005220835,"about_ca_topic_score_gemma":0.000075253585,"teacher_disagreement_score":0.6653243,"about_ca_system_score_codex":0.00012877924,"about_ca_system_score_gemma":0.00011693033,"threshold_uncertainty_score":0.34620264},"labels":[],"label_agreement":null},{"id":"W4200284387","doi":"10.1093/geroni/igab046.1090","title":"The Virtualization of a Movement and Social Group-Activity Intervention for Older Adults and Their Caregivers","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Intervention (counseling); Psychological intervention; Dyad; Psychology; Dementia; Vulnerability (computing); Movement (music); Developmental psychology; Medicine; Computer science; Psychiatry","score_opus":0.03888312656900592,"score_gpt":0.37925984619417413,"score_spread":0.3403767196251682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200284387","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98073614,0.00012031209,0.017642545,0.00095792406,0.00021068953,0.00022296258,0.00000870157,0.0000062428867,0.00009449334],"genre_scores_gemma":[0.9995327,0.000010577613,0.000021769343,0.00027396585,0.00002393805,0.00004239309,0.000026656306,0.0000039791566,0.000064043576],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.999557,0.000049168284,0.00017132254,0.000112708025,0.000038312126,0.000071488284],"domain_scores_gemma":[0.9996957,0.000071010545,0.00011025478,0.00004443686,0.00007365162,0.000004951558],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030742868,0.000040020866,0.00005889902,0.00006417988,0.00008819319,0.000011301532,0.000017102553,0.000025927366,0.000007628279],"category_scores_gemma":[0.000019003068,0.000034498305,0.000011300748,0.00021755554,0.000025876685,0.000053436634,0.000021451702,0.00003735166,8.2256065e-8],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000191897,0.00015438106,0.018979685,0.0003801151,0.000026479873,6.2354434e-7,0.058989447,0.0000010054476,0.0043591554,0.10844745,0.0001416399,0.80832815],"study_design_scores_gemma":[0.0067307865,0.00016692535,0.86269486,0.00033111993,0.000009715636,0.000002240287,0.11077749,0.0012453551,0.008467538,0.005266238,0.004138091,0.00016963185],"about_ca_topic_score_codex":0.00035637314,"about_ca_topic_score_gemma":0.0003502022,"teacher_disagreement_score":0.8437152,"about_ca_system_score_codex":0.00006863009,"about_ca_system_score_gemma":0.000017860986,"threshold_uncertainty_score":0.14068002},"labels":[],"label_agreement":null},{"id":"W4200286254","doi":"10.1093/geroni/igab046.3528","title":"Resilience in Relation to Multimorbidity in Older Adults: A Scoping Review","year":2021,"lang":"en","type":"review","venue":"Innovation in Aging","topic":"Cannabis and Cannabinoid Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"CINAHL; PsycINFO; Operationalization; Stressor; Quality of life (healthcare); Context (archaeology); Resilience (materials science); Psychology; Psychological resilience; Gerontology; Medicine; MEDLINE; Clinical psychology; Psychiatry; Geography; Social psychology; Psychological intervention; Political science","score_opus":0.06787876518881872,"score_gpt":0.4334040635754162,"score_spread":0.36552529838659753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200286254","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009653624,0.9924495,0.000068799316,0.0022438006,0.00013486751,0.0038129368,0.0000032961746,0.000018249157,0.00030314893],"genre_scores_gemma":[0.00015280397,0.9971948,0.0002548442,0.0007411901,0.00008566259,0.0009052168,0.00019837727,0.000033635803,0.0004334552],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.99650025,0.0002486735,0.001802735,0.00061378174,0.0004745092,0.00036004194],"domain_scores_gemma":[0.9988463,0.000052688847,0.0002906121,0.00042165682,0.00033713956,0.00005161281],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022733193,0.00024104494,0.0013667751,0.0020845158,0.000025762785,0.00003097481,0.00014096356,0.00019318526,0.00014872388],"category_scores_gemma":[0.0026629148,0.00023215578,0.00009014935,0.010292057,0.000024106843,0.00013459411,0.00011830431,0.0010121744,0.00002211305],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000060355287,0.00008264414,0.0011182866,0.16610898,0.0000037479945,0.00014331081,0.00025487045,0.0000079341935,0.000001866643,0.000089638364,0.0016609652,0.8305217],"study_design_scores_gemma":[0.00050697103,0.000014655391,0.00424891,0.8818781,0.00001499537,0.000024806344,0.00006097153,0.00003728867,0.0000020941047,0.0000024909828,0.11301259,0.00019615467],"about_ca_topic_score_codex":0.0002621182,"about_ca_topic_score_gemma":0.00029533583,"teacher_disagreement_score":0.83032554,"about_ca_system_score_codex":0.0008771749,"about_ca_system_score_gemma":0.0012086163,"threshold_uncertainty_score":0.9467038},"labels":[],"label_agreement":null},{"id":"W4200286489","doi":"10.1093/geroni/igab046.165","title":"Accelerometry-Based Physical Activity and Affective Responses to Daily Stressors: An Analysis of the AAPECS Study","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Stressor; Affect (linguistics); Psychology; Recall; Context (archaeology); Personality; Clinical psychology; Physical activity; Developmental psychology; Medicine; Social psychology; Cognitive psychology; Physical medicine and rehabilitation","score_opus":0.10513565935870826,"score_gpt":0.46917901171902104,"score_spread":0.36404335236031277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200286489","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9987801,0.0000057328916,0.000317482,0.00041045275,0.00011721362,0.00022176564,0.000027288574,0.000012904311,0.00010705921],"genre_scores_gemma":[0.9996613,6.9953025e-8,0.000054968074,0.00011621186,0.000017832344,0.000051815263,0.000007927631,0.0000056904746,0.000084156716],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998839,0.00046104213,0.00021527102,0.00023396977,0.00013026471,0.00012041413],"domain_scores_gemma":[0.9992161,0.00015402398,0.000121643476,0.0002968593,0.0001874539,0.000023944385],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003757798,0.00006808648,0.00017691465,0.0006880782,0.00006658667,0.00002141037,0.00008530615,0.000030606778,0.000090853086],"category_scores_gemma":[0.00013437234,0.000058842084,0.000041333144,0.006347958,0.000028229088,0.00009403346,0.000043490894,0.0001584536,0.0000013570993],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011367706,0.0022914147,0.96034825,0.0000063156313,0.00007300264,0.0000037994662,0.0044364464,0.000075670876,0.0046779593,0.00070111745,0.000018152794,0.027254194],"study_design_scores_gemma":[0.00037344915,0.00016643935,0.99201334,0.000024382482,0.00007333539,1.9032254e-7,0.003700785,0.00031729936,0.0032450296,0.000020240937,0.000012398586,0.00005308522],"about_ca_topic_score_codex":0.0007209971,"about_ca_topic_score_gemma":0.0009736833,"teacher_disagreement_score":0.031665117,"about_ca_system_score_codex":0.00004938104,"about_ca_system_score_gemma":0.000040987416,"threshold_uncertainty_score":0.30499834},"labels":[],"label_agreement":null},{"id":"W4200287810","doi":"10.1093/geroni/igab046.3593","title":"Effects of Relationship Type on Quality of Life in Older Adults with Cognitive Impairment and the Informal Caregivers","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Odds; Medicine; Association (psychology); Cognition; Gerontology; Quality of life (healthcare); Odds ratio; Clinical psychology; Bivariate analysis; Family caregivers; Psychology; Logistic regression; Psychiatry; Nursing","score_opus":0.013281272847800315,"score_gpt":0.2918570157174195,"score_spread":0.27857574286961917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200287810","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969281,0.00003596555,0.00015452525,0.00034381083,0.0000643921,0.00016908569,0.0000014450029,0.000002444204,0.0023002361],"genre_scores_gemma":[0.9997246,0.000009834408,0.000037409543,0.00016237976,0.000012792908,0.000008940398,0.000008805597,0.0000018163247,0.00003341819],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99931705,0.0001434789,0.00023596433,0.00006350092,0.00018003222,0.00005995162],"domain_scores_gemma":[0.9989058,0.00054895884,0.0001337754,0.000031129806,0.00037337377,0.000007009044],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007023615,0.000033816366,0.00008156346,0.00010527606,0.000056269462,0.000010742022,0.000027699158,0.000024983452,0.0000035102978],"category_scores_gemma":[0.0008997559,0.000026921787,0.000008309923,0.000789145,0.000095448704,0.00008737422,0.000013153729,0.00007551646,1.4466494e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002561339,0.00003147564,0.52580255,0.000077436096,0.000008606404,0.0000010151606,0.07813625,0.0003269145,0.00003285069,0.39488944,0.0000049817318,0.00043233891],"study_design_scores_gemma":[0.0018725989,0.000027488573,0.9535292,0.00048732953,0.0000024473027,8.466465e-8,0.043102723,0.00038969656,0.00016089425,0.0003792233,0.000004111061,0.00004419697],"about_ca_topic_score_codex":0.001205227,"about_ca_topic_score_gemma":0.002551044,"teacher_disagreement_score":0.42772666,"about_ca_system_score_codex":0.000036028046,"about_ca_system_score_gemma":0.0001649953,"threshold_uncertainty_score":0.18219508},"labels":[],"label_agreement":null},{"id":"W4200288341","doi":"10.1093/geroni/igab046.2899","title":"Fall-related Injuries in Older Adults and Medications Prescribed within 30 Days Prior to the Injury","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University; St. Michael's Hospital","funders":"","keywords":"Medicine; Medical prescription; Emergency department; Injury prevention; Population; Constipation; Logistic regression; Prospective cohort study; Poison control; Emergency medicine; Pediatrics; Internal medicine; Psychiatry; Environmental health","score_opus":0.044906882860794146,"score_gpt":0.37885079483005285,"score_spread":0.3339439119692587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200288341","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95791626,0.00019888498,0.00013268251,0.04001608,0.00021275542,0.00045281713,0.000003754157,0.000025976798,0.0010407773],"genre_scores_gemma":[0.9930637,0.000030560324,0.0004998436,0.0060554906,0.000035717556,0.000047776117,0.00003390712,0.000009346967,0.00022368692],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99885595,0.00007819766,0.0005263639,0.00019536912,0.00020576734,0.00013835945],"domain_scores_gemma":[0.9993303,0.00018914665,0.000109874156,0.00017239679,0.0001575061,0.00004078272],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060512254,0.00008197759,0.00013586768,0.00024347306,0.000061369574,0.000029564453,0.000056095818,0.00005114792,0.00009035513],"category_scores_gemma":[0.0011319323,0.00006266476,0.000010279026,0.001642017,0.000039501065,0.00017110104,0.00007257502,0.00037308352,0.000014241925],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001346682,0.00022553567,0.9392397,0.00015442926,0.000047092264,0.000024470804,0.025908852,0.000037477563,0.0018218673,0.00921358,0.00093657593,0.02225579],"study_design_scores_gemma":[0.0024686945,0.000048758488,0.9754813,0.0008743299,0.000037870475,0.000013876759,0.0035959636,0.0038645088,0.0028899491,0.00063303474,0.009931687,0.00016003169],"about_ca_topic_score_codex":0.00007826287,"about_ca_topic_score_gemma":0.000074298354,"teacher_disagreement_score":0.036241632,"about_ca_system_score_codex":0.000043697055,"about_ca_system_score_gemma":0.00010116791,"threshold_uncertainty_score":0.25553948},"labels":[],"label_agreement":null},{"id":"W4200289687","doi":"10.1093/geroni/igab046.1337","title":"Implementation of the GSA KAER Toolkit in a Large Clinic System: Workflow Modifications and EMR Tools","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Workflow; EPIC; Checklist; Scope (computer science); Medical education; Service (business); Health care; Medicine; Computer science; Psychology; Business","score_opus":0.11202698751431914,"score_gpt":0.4767141303019328,"score_spread":0.3646871427876137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200289687","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99031556,0.00019729881,0.0014452287,0.0033621571,0.0006670485,0.0011480361,0.000022021317,0.000031522097,0.0028111464],"genre_scores_gemma":[0.99796224,0.000022888766,0.00030604954,0.0006855151,0.000094551586,0.00039032754,0.000034045803,0.000015167228,0.0004892436],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99655634,0.00083459204,0.001753697,0.0002450076,0.00019978207,0.0004105999],"domain_scores_gemma":[0.9981492,0.0005380666,0.00059914927,0.0003377267,0.00035426003,0.000021567097],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032591987,0.00009139187,0.0002396292,0.00028854993,0.0002435974,0.000014198413,0.000108659864,0.00011882494,0.0001234058],"category_scores_gemma":[0.00043357548,0.00008218261,0.000019630981,0.0026085523,0.000017103197,0.00019534673,0.000080605525,0.0005546584,0.000018787998],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000052440296,0.000030544576,0.943042,0.0007720672,0.0000071900527,0.0000013132899,0.0051112315,0.000010003588,0.00087806873,0.044128433,0.000428567,0.005585353],"study_design_scores_gemma":[0.0017015898,0.0000125200095,0.9603439,0.0016719115,0.0000065535137,0.0000032506803,0.030060185,0.00064433174,0.00027992186,0.0006955237,0.0044613774,0.00011891463],"about_ca_topic_score_codex":0.00060702016,"about_ca_topic_score_gemma":0.00553379,"teacher_disagreement_score":0.04343291,"about_ca_system_score_codex":0.00055276864,"about_ca_system_score_gemma":0.0010867106,"threshold_uncertainty_score":0.33513096},"labels":[],"label_agreement":null},{"id":"W4200291645","doi":"10.1093/geroni/igab046.3460","title":"Age-related Changes in Ongoing Thought Relate to External Context and Individual Cognition","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Noise Effects and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Psychology; Cognition; Context (archaeology); Experience sampling method; Set (abstract data type); Developmental psychology; Exploratory research; Similarity (geometry); Episodic memory; Cognitive psychology; Social psychology","score_opus":0.06308056522015201,"score_gpt":0.38190450035023865,"score_spread":0.31882393513008667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200291645","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98812723,0.00012175622,0.0005180306,0.005618511,0.00048784722,0.00051649986,0.0000034065854,0.00004165092,0.0045650834],"genre_scores_gemma":[0.9925436,0.000028187951,0.0006162488,0.0051854737,0.000084016225,0.000120959616,0.0000438406,0.000013865868,0.0013638547],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9987061,0.00023301948,0.00045378596,0.0002195296,0.0001422126,0.00024533144],"domain_scores_gemma":[0.99946666,0.00017963148,0.00013157928,0.00009259884,0.00010452291,0.000024985524],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012229533,0.00008663435,0.00014288067,0.0005359374,0.00014434724,0.000026372618,0.000044315148,0.00008110997,0.00011146907],"category_scores_gemma":[0.00025384975,0.0000912295,0.00000660862,0.0013353308,0.000013697641,0.00012515722,0.00014707605,0.00040942477,0.000033882374],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008576537,0.00016577632,0.2303708,0.00079927745,0.00007531964,0.0007882597,0.062787145,0.0001358874,0.07812136,0.16795613,0.0028560692,0.4558582],"study_design_scores_gemma":[0.0037832162,0.000045534463,0.95410097,0.0050566,0.000020811523,0.000005194317,0.010604093,0.00019771754,0.0025693132,0.008186972,0.015101335,0.000328249],"about_ca_topic_score_codex":0.00012357211,"about_ca_topic_score_gemma":0.0016717655,"teacher_disagreement_score":0.72373015,"about_ca_system_score_codex":0.00008601842,"about_ca_system_score_gemma":0.000041730058,"threshold_uncertainty_score":0.3720231},"labels":[],"label_agreement":null},{"id":"W4200292739","doi":"10.1093/geroni/igab046.2201","title":"Discrete Affective States, Cortisol, and Self-Rated Health in Old Age","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Arousal; Affect (linguistics); Psychology; Reactivity (psychology); Vulnerability (computing); Clinical psychology; Developmental psychology; Medicine; Social psychology; Communication","score_opus":0.06900721885604828,"score_gpt":0.41398878734001027,"score_spread":0.344981568483962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200292739","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9866812,0.00030354288,0.0003647861,0.011298527,0.00011287051,0.00025959808,0.0000040953178,0.000035438763,0.000939937],"genre_scores_gemma":[0.9922274,0.00028189557,0.0006565726,0.0065532867,0.000021887834,0.000008145375,0.0001106742,0.000008356107,0.0001318203],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99913895,0.00008945825,0.0003400661,0.0001673487,0.000101411744,0.00016278481],"domain_scores_gemma":[0.99956894,0.00014331294,0.00010648733,0.00007495954,0.00007013135,0.000036183414],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036359995,0.000070429254,0.00017459178,0.00019200986,0.000028914723,0.000022278837,0.000015683914,0.000027151902,0.000027723823],"category_scores_gemma":[0.00019038297,0.00006690243,0.00000795567,0.0012335869,0.00001593578,0.00016602087,0.000027808886,0.00027114322,0.0000026641824],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000079244484,0.00022758148,0.9765256,0.00027014458,0.000031976993,0.0002766464,0.0035862073,0.000045993653,0.002661662,0.0034531206,0.00024557984,0.012596217],"study_design_scores_gemma":[0.005557172,0.00028061843,0.95770085,0.00067533116,0.000020895499,0.00005348174,0.0014654809,0.01749118,0.0023203415,0.0015419306,0.012648263,0.00024445055],"about_ca_topic_score_codex":0.00020286567,"about_ca_topic_score_gemma":0.000119379045,"teacher_disagreement_score":0.018824771,"about_ca_system_score_codex":0.00011859609,"about_ca_system_score_gemma":0.00008137508,"threshold_uncertainty_score":0.2728202},"labels":[],"label_agreement":null},{"id":"W4200293847","doi":"10.1093/geroni/igab046.711","title":"COVID Vaccine Rollout for Older People: East Meets West","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dialog box; Coronavirus disease 2019 (COVID-19); China; Vaccination; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Business; Family medicine; Economic growth; Political science; Public relations; Virology; Disease; Computer science; Outbreak; Economics; Infectious disease (medical specialty)","score_opus":0.028875757912341628,"score_gpt":0.33036228400010564,"score_spread":0.301486526087764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200293847","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8913857,0.00033720295,0.0074104476,0.08146572,0.00092770765,0.00046428596,0.000008733798,0.000120829165,0.017879399],"genre_scores_gemma":[0.99446166,0.000022454238,0.0006033188,0.0022122986,0.00038049655,0.00003866447,0.000035841746,0.000010369764,0.0022348885],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99902445,0.000049293256,0.00032314306,0.00020018566,0.00017216898,0.0002307427],"domain_scores_gemma":[0.9992448,0.00010150666,0.00009941022,0.00011660749,0.00040202966,0.00003566583],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00064605154,0.00007140476,0.00012985143,0.00018203126,0.0002796487,0.00009126865,0.00010249668,0.00005688341,0.0006762808],"category_scores_gemma":[0.00095984794,0.00008149841,0.000026473877,0.0019034707,0.0000031585137,0.00028192223,0.000026551546,0.000084661166,0.000016430475],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002080423,0.0001280138,0.72126967,0.00009801905,0.000021004767,0.000027002294,0.052928668,0.00010903442,0.0023370744,0.17725812,0.012165249,0.03363737],"study_design_scores_gemma":[0.0030608417,0.000020255848,0.59235066,0.00018157813,0.000018018643,0.0000051433835,0.01600395,0.00026877678,0.0011485439,0.009190415,0.37730408,0.00044773836],"about_ca_topic_score_codex":0.00018207544,"about_ca_topic_score_gemma":0.006573541,"teacher_disagreement_score":0.36513883,"about_ca_system_score_codex":0.00012337291,"about_ca_system_score_gemma":0.00040530207,"threshold_uncertainty_score":0.74048007},"labels":[],"label_agreement":null},{"id":"W4200294903","doi":"10.1093/geroni/igab046.2378","title":"African-American Race Predicts 1-Year Cognitive Decline Among Adults Without Moderate Dementia","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Diabetes Management and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Medicine; Polypharmacy; Dementia; Mood; Demography; Gerontology; Cognitive decline; Depression (economics); Body mass index; Internal medicine; Psychiatry","score_opus":0.015653500267707204,"score_gpt":0.2914155735310516,"score_spread":0.27576207326334434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200294903","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98397285,0.00004245812,0.0032473332,0.0021693157,0.00019736512,0.00027446367,0.0000025330498,0.00006715332,0.010026538],"genre_scores_gemma":[0.9952898,0.000015708398,0.0019990364,0.0012763111,0.00015351041,0.000051089268,0.0003090882,0.00001973648,0.00088571844],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99885845,0.000037881833,0.0003809511,0.00026974475,0.00023385898,0.00021913036],"domain_scores_gemma":[0.9990866,0.000042541935,0.00019524436,0.00013996304,0.0004998781,0.000035767996],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034570647,0.00010739954,0.0001882152,0.00035320534,0.000050494473,0.000052816107,0.00004308589,0.00002662989,0.000101288984],"category_scores_gemma":[0.00039309126,0.000117229196,0.000019206642,0.0020542576,0.000060452665,0.00021616658,0.000058685826,0.00015287443,0.000023122075],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009656187,0.0001400509,0.97961926,0.000064771746,0.00007320394,0.000012553937,0.0016049563,0.00003743074,0.00033598923,0.00042256902,0.00031592755,0.017276714],"study_design_scores_gemma":[0.0021819754,0.000055451703,0.9795376,0.0006236783,0.00008373383,0.0000015001422,0.006195545,0.0064375424,0.0038267632,0.0002665361,0.0006366365,0.00015301263],"about_ca_topic_score_codex":0.00006990987,"about_ca_topic_score_gemma":0.000052969528,"teacher_disagreement_score":0.017123701,"about_ca_system_score_codex":0.00006107935,"about_ca_system_score_gemma":0.00009728747,"threshold_uncertainty_score":0.47804677},"labels":[],"label_agreement":null},{"id":"W4200299025","doi":"10.1093/geroni/igab046.1231","title":"Social Contact Prior to COVID-19 and Longitudinal Mental Health Trajectories During COVID-19 Among Adults Ages ≥55","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Loneliness; Mental health; Coronavirus disease 2019 (COVID-19); Social contact; Psychology; Coping (psychology); Longitudinal study; Depression (economics); Social distance; Clinical psychology; Demography; Psychiatry; Medicine; Social psychology; Sociology; Internal medicine","score_opus":0.05531315815234262,"score_gpt":0.4095532765537644,"score_spread":0.3542401184014218,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200299025","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8832597,0.00015503894,0.00021809971,0.1152374,0.00036681586,0.0003700424,0.000022440325,0.00007837273,0.00029207874],"genre_scores_gemma":[0.9807389,0.000084198335,0.00016413949,0.018383449,0.0002987415,0.000033714063,0.000033208176,0.0000104235905,0.00025322393],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99805236,0.00022376429,0.0005312173,0.0003251082,0.00036010312,0.0005074459],"domain_scores_gemma":[0.99911296,0.00020617836,0.00017753306,0.00007642537,0.0001093489,0.00031757134],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00128508,0.00012056396,0.00024842887,0.00024748323,0.0019825012,0.00018136596,0.00009817946,0.00007492914,0.000112627655],"category_scores_gemma":[0.0017220787,0.00013922474,0.000025983632,0.0013632922,0.00011483983,0.00032139086,0.000065972155,0.0001793177,0.0000025849627],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033861077,0.000021369757,0.84771395,0.00044795952,0.000006922936,0.000021595024,0.12638432,0.0000074097825,0.000020823558,0.02293165,0.0014478887,0.00096226385],"study_design_scores_gemma":[0.000981887,0.000011989545,0.9232846,0.000111339934,0.0000017894877,0.0000027185006,0.05499255,0.0000063980156,0.000041999192,0.0003630138,0.02002814,0.00017357066],"about_ca_topic_score_codex":0.03433045,"about_ca_topic_score_gemma":0.06118086,"teacher_disagreement_score":0.09747919,"about_ca_system_score_codex":0.0013472488,"about_ca_system_score_gemma":0.0017201062,"threshold_uncertainty_score":0.9993168},"labels":[],"label_agreement":null},{"id":"W4200302558","doi":"10.1093/geroni/igab046.3483","title":"Duration of Reproductive Period and Risk of Transitioning to Mild Cognitive Impairment and Dementia","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Dementia; Menopause; Demography; Life expectancy; Gerontology; Menarche; Cognitive decline; Medicine; Cognition; Psychology; Disease; Psychiatry; Internal medicine; Population","score_opus":0.02903223560249654,"score_gpt":0.36247917585006173,"score_spread":0.3334469402475652,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200302558","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99500334,0.00024462162,0.00297338,0.0011719083,0.00013978772,0.0002573793,0.000015506863,0.000007151621,0.00018689885],"genre_scores_gemma":[0.9984155,0.000045673543,0.0013692515,0.000054160966,0.00004049357,0.00002042693,0.000026677199,0.00000446567,0.000023333194],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990981,0.00012947092,0.00044545694,0.00015988779,0.00008138041,0.00008566145],"domain_scores_gemma":[0.99913526,0.00008630676,0.00020902578,0.00006150735,0.00049656705,0.000011336778],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005938713,0.000046100187,0.00012223313,0.00021271566,0.0001197519,0.000004020997,0.000010570907,0.00003337885,0.000024045305],"category_scores_gemma":[0.00024003506,0.00004987425,0.000007740965,0.0007474547,0.000023027791,0.00007881377,0.000019335994,0.00010726601,3.857012e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016136719,0.00007310291,0.7836643,0.00040008564,0.00008396064,0.0000026020953,0.1812251,0.00002846449,0.021482574,0.0013846379,0.00019740904,0.011296404],"study_design_scores_gemma":[0.0008583811,0.000056489447,0.92185277,0.00060059084,0.00004566844,0.0000018086453,0.06311431,0.000044016913,0.012803156,0.0005243564,0.000037192407,0.00006129191],"about_ca_topic_score_codex":0.00020312311,"about_ca_topic_score_gemma":0.000079721925,"teacher_disagreement_score":0.13818847,"about_ca_system_score_codex":0.000026303638,"about_ca_system_score_gemma":0.00007037325,"threshold_uncertainty_score":0.20338129},"labels":[],"label_agreement":null},{"id":"W4200303317","doi":"10.1093/geroni/igab046.2006","title":"Gaps in the System: Supporting People Living With Dementia and Their Caregivers","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Dementia; Health care; Gerontology; Psychology; Nursing; Public relations; Medicine; Political science","score_opus":0.022002491875139495,"score_gpt":0.3299502876565405,"score_spread":0.307947795781401,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200303317","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99381614,0.00017359808,0.0005185043,0.001726137,0.00026885283,0.00018391755,0.0000013921102,0.000028635603,0.0032828543],"genre_scores_gemma":[0.9994446,0.000007221913,0.00015250649,0.00020456991,0.000069988244,0.00003359349,0.000013960994,0.0000084130725,0.00006514381],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9988992,0.00023737602,0.00037880373,0.0001522986,0.000102166705,0.00023015474],"domain_scores_gemma":[0.9992176,0.00031585246,0.00017493215,0.0001272121,0.00015476238,0.000009630548],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011917219,0.000071113274,0.00012545046,0.00020969182,0.0002741916,0.000024485333,0.000056311725,0.000043005402,0.000027902592],"category_scores_gemma":[0.00013551621,0.000050192553,0.00000819988,0.0015729156,0.000011858108,0.00010078403,0.000039504004,0.00026553357,0.0000022350443],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000035401108,0.000012056981,0.82330656,0.00040000855,0.000009475303,0.000014677832,0.17075734,0.000016181208,0.00051298126,0.002756181,0.00060691213,0.001604089],"study_design_scores_gemma":[0.00035204555,0.0000081308735,0.39799255,0.0010876234,0.0000073600886,0.000011212627,0.59979635,0.00011842189,0.00005951372,0.0000604582,0.00043187986,0.000074415315],"about_ca_topic_score_codex":0.0008277205,"about_ca_topic_score_gemma":0.002043616,"teacher_disagreement_score":0.42903903,"about_ca_system_score_codex":0.0000936436,"about_ca_system_score_gemma":0.0001539008,"threshold_uncertainty_score":0.21088879},"labels":[],"label_agreement":null},{"id":"W4200307974","doi":"10.1093/geroni/igab046.1130","title":"Evaluating Spaces for Older Adults Experiencing Homelessness: Findings From an Environmental Audit","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University; McGill University; Université du Québec à Montréal","funders":"","keywords":"Recreation; Aging in place; Audit; Checklist; Built environment; Inclusion (mineral); Social exclusion; Independence (probability theory); Psychology; Sociology; Public relations; Gerontology; Political science; Business; Social psychology; Medicine; Engineering","score_opus":0.06549133913260853,"score_gpt":0.43777053339418337,"score_spread":0.37227919426157485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200307974","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9967297,0.00017315273,0.0014631414,0.00026779334,0.0006733101,0.00046410665,0.000032884906,0.000062897176,0.00013303409],"genre_scores_gemma":[0.99632865,0.000014294524,0.0019771834,0.000271468,0.00044580208,0.00043587456,0.0003943882,0.000033360397,0.000098997996],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99805385,0.00021494,0.00069427956,0.00039451866,0.0002635907,0.00037884313],"domain_scores_gemma":[0.99899566,0.0003798814,0.000242246,0.00018875029,0.0001579303,0.000035522513],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008129931,0.00013917265,0.00032261264,0.00017294286,0.0006395126,0.00004408005,0.00011076296,0.00015257086,0.0006355251],"category_scores_gemma":[0.00029302918,0.00015231733,0.000026938666,0.0006086542,0.000026359165,0.00042079095,0.000079976606,0.00028814987,0.00001864883],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024857833,0.00007445755,0.39211416,0.000115225295,0.000010626019,0.0000058740843,0.56458634,0.000033342978,0.0121640535,0.0017652792,0.000009487585,0.029096277],"study_design_scores_gemma":[0.0014964389,0.000017105373,0.21417949,0.0006609305,0.0000060227585,5.3936805e-8,0.7756996,0.0018279948,0.0046412083,0.0009915523,0.0002717359,0.00020788486],"about_ca_topic_score_codex":0.0005550841,"about_ca_topic_score_gemma":0.0013341451,"teacher_disagreement_score":0.21111324,"about_ca_system_score_codex":0.00025589092,"about_ca_system_score_gemma":0.0001513734,"threshold_uncertainty_score":0.6958554},"labels":[],"label_agreement":null},{"id":"W4200309103","doi":"10.1093/geroni/igab046.2924","title":"Older Latinos’ Perceptions of the Caregiving Experience","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Family Support in Illness","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Spouse; Gerontology; Caregiver burden; Family caregivers; Psychological intervention; Social support; Psychology; Dementia; Coping (psychology); Perception; Disease; Medicine; Clinical psychology; Psychiatry; Social psychology","score_opus":0.03096978429403279,"score_gpt":0.33364181800766884,"score_spread":0.30267203371363605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200309103","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97494966,0.000012492926,0.0005720532,0.0017895065,0.0005379132,0.00006911298,0.0000011469422,0.000018876848,0.022049261],"genre_scores_gemma":[0.99840444,0.0000024729002,0.00033518396,0.00033298062,0.00005678498,0.000013416464,0.0000019211736,0.000004154993,0.00084865605],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991455,0.00009521891,0.00025283016,0.00011343293,0.00026351897,0.00012947683],"domain_scores_gemma":[0.9993757,0.00008119902,0.00009617034,0.00016106437,0.00027702612,0.000008816091],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037967102,0.00003897398,0.0000612985,0.00008466255,0.00024121256,0.000029960716,0.00015261064,0.000036184032,0.00030050828],"category_scores_gemma":[0.000599611,0.00003640628,0.000018273944,0.0024521274,0.00016930138,0.00018520805,0.000058153848,0.000098104865,0.0000029403523],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[1.7655064e-7,0.000013440015,0.7733531,0.000006799645,0.0000011730882,0.0000013779586,0.16870953,0.000042286792,0.0038384593,0.051480982,0.00016571651,0.002386956],"study_design_scores_gemma":[0.00009150501,7.479657e-7,0.74683315,0.00012167699,0.0000013395492,8.9369445e-7,0.24549872,0.000044190176,0.002957756,0.0010001189,0.0033688236,0.000081091115],"about_ca_topic_score_codex":0.00082156755,"about_ca_topic_score_gemma":0.00092863874,"teacher_disagreement_score":0.07678918,"about_ca_system_score_codex":0.00008044999,"about_ca_system_score_gemma":0.00019489431,"threshold_uncertainty_score":0.3290355},"labels":[],"label_agreement":null},{"id":"W4200309769","doi":"10.1093/geroni/igab046.2871","title":"New Solutions for “Old” Problems: Implications and Opportunities of Intergenerational HomeSharing","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Disaster Response and Management","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Agency (philosophy); General partnership; Gerontology; Aging in place; Affordable housing; Independent living; Psychology; Economic growth; Political science; Medicine; Sociology","score_opus":0.26332949708373127,"score_gpt":0.4299478772165054,"score_spread":0.16661838013277414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200309769","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3270038,0.0003641187,0.608133,0.045651477,0.00055369374,0.0011963119,0.000069704074,0.00007550181,0.016952356],"genre_scores_gemma":[0.96920586,0.00011884606,0.009547734,0.0032602083,0.00015826165,0.0005803769,0.00031086346,0.00001821875,0.016799621],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990933,0.000048908718,0.00050396676,0.00012712856,0.00006126163,0.00016545807],"domain_scores_gemma":[0.9993117,0.000113935974,0.00014447456,0.00011925754,0.00029105044,0.00001957295],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049697503,0.00005249657,0.00009310683,0.00028412018,0.00020398221,0.000012050264,0.00004585328,0.00003133764,0.00009281417],"category_scores_gemma":[0.00012321967,0.000058073947,0.000012544134,0.00038496472,0.000013768796,0.00015231296,0.000118724514,0.00007791399,0.0000017876517],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006567825,0.000023779783,0.0070854523,0.00021307197,0.00001757248,3.3282674e-7,0.0054709343,0.000070487935,0.0052060024,0.9567109,0.010153297,0.015041649],"study_design_scores_gemma":[0.0039103525,0.000075773365,0.123656034,0.0019595826,0.000055011325,0.000006150868,0.04966635,0.0040318086,0.0012140023,0.18869478,0.6261977,0.0005324734],"about_ca_topic_score_codex":0.00005750112,"about_ca_topic_score_gemma":0.0001334253,"teacher_disagreement_score":0.7680161,"about_ca_system_score_codex":0.00004510088,"about_ca_system_score_gemma":0.00027055477,"threshold_uncertainty_score":0.23681867},"labels":[],"label_agreement":null},{"id":"W4200311550","doi":"10.1093/geroni/igab046.1976","title":"COVID-Related Perceptions of the Future and Well-Being Among Older Canadian Women","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Socioemotional selectivity theory; Coronavirus disease 2019 (COVID-19); Psychology; Context (archaeology); Anxiety; Pandemic; File Transfer Protocol; Well-being; Developmental psychology; Psychotherapist; Medicine; Psychiatry; History; Disease; Internal medicine","score_opus":0.039661777010623296,"score_gpt":0.3580245654966203,"score_spread":0.31836278848599703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200311550","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9870056,0.00003429356,0.000016662627,0.0034647456,0.0008211219,0.00038515354,0.0000072651733,0.000011199341,0.008253957],"genre_scores_gemma":[0.9890878,0.000018332936,0.000056625002,0.009472333,0.00006728716,0.00006781655,0.000075832046,0.000007745886,0.0011462278],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986596,0.0002125749,0.00056345994,0.00013291829,0.00012480839,0.00030662862],"domain_scores_gemma":[0.9993143,0.00006804075,0.00016598146,0.00014819132,0.00019480013,0.00010870746],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006360832,0.00006463868,0.00009962824,0.00021895122,0.000551739,0.000004805928,0.000056721026,0.00009386868,0.0011460596],"category_scores_gemma":[0.000055496792,0.000054723292,0.000009724338,0.0011952766,0.000034405413,0.00007377151,0.000046260957,0.00037929462,0.000011128973],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000013160792,0.000011067058,0.95352113,0.0003292017,0.0000036107435,0.000001345575,0.037977695,0.000010259219,0.00010101463,0.00694438,0.00040204875,0.00069694215],"study_design_scores_gemma":[0.0005655992,0.0000075996973,0.9211815,0.00072756945,0.0000023801074,6.807954e-7,0.068596564,0.00015325779,0.00004398633,0.001929503,0.006717806,0.00007356509],"about_ca_topic_score_codex":0.010450088,"about_ca_topic_score_gemma":0.06611313,"teacher_disagreement_score":0.05566304,"about_ca_system_score_codex":0.000555946,"about_ca_system_score_gemma":0.0007760183,"threshold_uncertainty_score":0.999767},"labels":[],"label_agreement":null},{"id":"W4200314177","doi":"10.1093/geroni/igab046.2534","title":"Interpretable Machine Learning of High-Dimensional Aging Health Trajectories","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Baseline (sea); Computer science; Machine learning; Artificial intelligence; Scalability; State variable; Longitudinal data; Data mining","score_opus":0.015322005371613543,"score_gpt":0.27505453691227044,"score_spread":0.2597325315406569,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200314177","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9807128,0.00014619714,0.014846629,0.0021868062,0.00017984255,0.00014133661,0.0000058478504,0.00004103655,0.0017395552],"genre_scores_gemma":[0.993458,0.000028238564,0.0045926273,0.001462912,0.00002835154,0.00001112738,0.0000629037,0.00002013375,0.00033571568],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99794114,0.00021360262,0.0006883222,0.0004334295,0.0003718581,0.00035163976],"domain_scores_gemma":[0.9993019,0.00013182437,0.00030404772,0.00018916973,0.000028687835,0.0000443712],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013955378,0.00013650784,0.0002356448,0.00018243455,0.00015592157,0.00002040645,0.00009808558,0.00004109665,0.0013454036],"category_scores_gemma":[0.00030687993,0.000155688,0.000022639057,0.0015194532,0.00009362595,0.00033260408,0.00019483652,0.0004089408,0.000035734087],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013285977,0.00014066248,0.82919604,0.00009298358,0.000016878974,0.000031082556,0.0046465485,0.03540779,0.05239324,0.0022152825,0.00014483844,0.07570136],"study_design_scores_gemma":[0.002021986,0.00013051537,0.8522433,0.0009656591,0.0000118742055,0.000057787824,0.002144255,0.041826718,0.08603189,0.004136116,0.009656947,0.000772927],"about_ca_topic_score_codex":0.002309747,"about_ca_topic_score_gemma":0.00026681513,"teacher_disagreement_score":0.07492843,"about_ca_system_score_codex":0.00043188152,"about_ca_system_score_gemma":0.00007588266,"threshold_uncertainty_score":0.9995675},"labels":[],"label_agreement":null},{"id":"W4200315947","doi":"10.1093/geroni/igab046.3065","title":"Feasibility and Barriers of an Olfactory Training Intervention","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; University of Victoria","funders":"","keywords":"Intervention (counseling); Attrition; Flexibility (engineering); Dementia; Psychological intervention; Population; Medicine; Psychology; Olfaction; Clinical psychology; Focus group; Cognitive flexibility; Gerontology; Cognition; Nursing; Environmental health; Psychiatry","score_opus":0.07463650337494068,"score_gpt":0.35083794237049637,"score_spread":0.2762014389955557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200315947","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99754363,0.000047770984,0.00052132946,0.0006669882,0.000113714515,0.00006406363,0.0000014396584,0.000053302818,0.0009877683],"genre_scores_gemma":[0.9990299,0.000004442899,0.0008482054,0.000059949838,0.00001577955,0.0000032067878,0.0000046865575,0.000003066773,0.000030790947],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992763,0.000121321944,0.00025328321,0.00014272034,0.00010617136,0.000100218895],"domain_scores_gemma":[0.99961233,0.00003572314,0.00009469981,0.00009253131,0.00014685385,0.000017878732],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010548003,0.00003554729,0.000075541226,0.0001888902,0.00008053437,0.000016584456,0.000060384442,0.000063171705,0.000049603816],"category_scores_gemma":[0.0011341057,0.000044165317,0.0000098484825,0.000941315,0.00015493305,0.0002833631,0.000022974382,0.00010589227,2.6719727e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000514593,0.000037812606,0.7304855,0.00003114928,0.000006447968,0.000006121557,0.08436882,0.0000051781453,0.005632126,0.06133169,0.000010513311,0.1180795],"study_design_scores_gemma":[0.0010513136,0.00002457429,0.76505595,0.0002212231,0.0000048771913,0.0000028938452,0.18400387,0.0001852758,0.011231539,0.036490824,0.0015565794,0.00017109062],"about_ca_topic_score_codex":0.0003222808,"about_ca_topic_score_gemma":0.0028471423,"teacher_disagreement_score":0.1179084,"about_ca_system_score_codex":0.00007142226,"about_ca_system_score_gemma":0.000110768684,"threshold_uncertainty_score":0.18010093},"labels":[],"label_agreement":null},{"id":"W4200315976","doi":"10.1093/geroni/igab046.2908","title":"Intergenerational family leisure in the COVID-19 pandemic: Some potentials, pitfalls, and paradoxes","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Pandemic; Loneliness; Solidarity; Isolation (microbiology); Coronavirus disease 2019 (COVID-19); Social isolation; Psychology; Promotion (chess); Social psychology; Sociology; Political science; Medicine; Disease; Psychiatry","score_opus":0.052246695609428837,"score_gpt":0.34214726342837687,"score_spread":0.289900567818948,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200315976","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97927886,0.0004896831,0.0046605077,0.013636802,0.00047479905,0.00011018742,0.000007673689,0.000020642226,0.001320821],"genre_scores_gemma":[0.990789,0.00023592544,0.0002755317,0.008011074,0.00030287955,0.000026033737,0.00007894391,0.00000586037,0.00027474517],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9986158,0.0002955581,0.0003711206,0.00021087051,0.00032920166,0.00017745433],"domain_scores_gemma":[0.99947876,0.00016522237,0.00008221498,0.00008685641,0.0001621679,0.000024793662],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018273386,0.00007963707,0.00009990098,0.00021065022,0.0003138347,0.00020012248,0.00013552034,0.00006950968,0.000031737396],"category_scores_gemma":[0.000496973,0.000073871845,0.00002043073,0.0009391861,0.00007745234,0.0002861433,0.000041202347,0.000178169,0.0000019222425],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000024357985,0.000022882203,0.19899923,0.0000075969924,0.0000050057997,0.000015852998,0.008201373,0.0011098237,0.0042779604,0.7858172,0.0007885025,0.00075216003],"study_design_scores_gemma":[0.0020204836,0.00003535644,0.3932214,0.00020974914,0.000018554703,0.00006780292,0.09379035,0.015129467,0.00018848544,0.27145147,0.22281328,0.0010536145],"about_ca_topic_score_codex":0.001082532,"about_ca_topic_score_gemma":0.008288704,"teacher_disagreement_score":0.51436573,"about_ca_system_score_codex":0.00017004396,"about_ca_system_score_gemma":0.00041300632,"threshold_uncertainty_score":0.46252912},"labels":[],"label_agreement":null},{"id":"W4200326894","doi":"10.1093/geroni/igab046.1425","title":"Leveraging Promising Policies to Support Long-Term Care Residents' Quality of Life Post-Pandemic","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dignity; Quality (philosophy); Pandemic; Public relations; Expansive; Business; Quality of life (healthcare); Long-term care; Political science; Psychology; Medicine; Nursing; Coronavirus disease 2019 (COVID-19); Law","score_opus":0.10499522957842194,"score_gpt":0.4597198458458912,"score_spread":0.35472461626746926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200326894","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99415296,0.00017463313,0.00062197144,0.002597651,0.00084878056,0.00033036043,0.000012683223,0.00007033637,0.0011906367],"genre_scores_gemma":[0.99699545,0.000008089627,0.00038137796,0.0017198332,0.00021623042,0.000024168683,0.00015325643,0.00002026967,0.00048135425],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975595,0.000283076,0.0012265719,0.00026583349,0.00030062537,0.00036442632],"domain_scores_gemma":[0.99775213,0.00022896197,0.0003809458,0.00029046752,0.0012956552,0.00005183422],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009962415,0.000119331955,0.0003194537,0.0005955493,0.0002397622,0.000021053353,0.00011971413,0.00010888516,0.00015590122],"category_scores_gemma":[0.0012565738,0.00013209801,0.00003732261,0.0019192601,0.00002182188,0.00014924035,0.00013184935,0.0003555942,0.00001908167],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035154924,0.000017158982,0.9150521,0.00061187043,0.000008993461,0.000004987484,0.06297317,0.000015047998,0.016280552,0.00037530359,0.0005827065,0.0040429146],"study_design_scores_gemma":[0.00064770185,0.000018882576,0.9528663,0.00063049176,0.0000060112066,0.0000016183677,0.043655917,9.826294e-7,0.0017984111,0.00011830339,0.000120702796,0.0001346375],"about_ca_topic_score_codex":0.002358912,"about_ca_topic_score_gemma":0.0008344524,"teacher_disagreement_score":0.037814196,"about_ca_system_score_codex":0.00033450406,"about_ca_system_score_gemma":0.0010831839,"threshold_uncertainty_score":0.5386801},"labels":[],"label_agreement":null},{"id":"W4200329844","doi":"10.1093/geroni/igab046.2604","title":"Higher Serum BDNF Levels are Associated with Lower Risk of Cognitive Decline in Older Adults :The Otassha Study","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cognitive decline; Montreal Cognitive Assessment; Context (archaeology); Quartile; Medicine; Dementia; Brain-derived neurotrophic factor; Cognition; Prospective cohort study; Population; Internal medicine; Biomarker; Gerontology; Psychology; Neurotrophic factors; Disease; Psychiatry; Confidence interval; Biology","score_opus":0.03844094896507749,"score_gpt":0.3033117535455756,"score_spread":0.2648708045804981,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200329844","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99513566,0.000461826,0.000022446256,0.0034261255,0.0001090056,0.000380362,0.000022851355,0.000018891498,0.00042285278],"genre_scores_gemma":[0.9966012,0.000008650248,0.000029704428,0.002848201,0.000045387293,0.000029374292,0.000020085665,0.000014166268,0.00040321436],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987888,0.00012525111,0.00042758384,0.00021679432,0.00029447983,0.00014710882],"domain_scores_gemma":[0.9979744,0.0003193492,0.00028245753,0.00014610688,0.0012660297,0.000011637696],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005892028,0.0001116255,0.0003782246,0.000195739,0.00005229161,0.000010277499,0.000038459148,0.000052223488,0.00009428076],"category_scores_gemma":[0.0007365298,0.00007662043,0.000019197167,0.0019379824,0.00004045988,0.000061702885,0.00007203624,0.00031471337,0.000002367854],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012981439,0.0007966777,0.99374956,0.000021804843,0.00032134264,0.00019033616,0.0031887603,0.0000066485236,0.00006317178,0.000018014942,0.00038447283,0.0011294077],"study_design_scores_gemma":[0.0063773375,0.00008692027,0.9817324,0.001685226,0.0002141432,0.00000397991,0.009026561,0.00004084181,0.0005694373,0.00003150003,0.00014336203,0.00008825525],"about_ca_topic_score_codex":0.00010743566,"about_ca_topic_score_gemma":0.0011399649,"teacher_disagreement_score":0.012017112,"about_ca_system_score_codex":0.000016324402,"about_ca_system_score_gemma":0.000055112912,"threshold_uncertainty_score":0.31244907},"labels":[],"label_agreement":null},{"id":"W4200338548","doi":"10.1093/geroni/igab046.2432","title":"Risk Factors of Going Missing in People Living With Dementia: A Scoping Review","year":2021,"lang":"en","type":"review","venue":"Innovation in Aging","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; University of Waterloo","funders":"","keywords":"Dementia; CINAHL; Inclusion (mineral); Autonomy; Psychological intervention; Psychology; Gerontology; MEDLINE; Scopus; Medicine; Psychiatry; Social psychology; Political science; Disease","score_opus":0.09189466527490196,"score_gpt":0.42114921948381745,"score_spread":0.3292545542089155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200338548","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007295716,0.99637634,0.00068569236,0.00017809798,0.0001255848,0.0014421932,0.0000038932017,0.00003642874,0.0004222143],"genre_scores_gemma":[0.0006338073,0.9952686,0.0034208223,0.0003267604,0.00006836028,0.000091428876,0.00011674788,0.000056480007,0.00001702258],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99616396,0.00029909247,0.0023808815,0.00044072705,0.00036295108,0.00035236243],"domain_scores_gemma":[0.99733984,0.00054262916,0.0014818957,0.0003167931,0.00026920773,0.00004962563],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0019605197,0.0003197296,0.0023536305,0.0016018068,0.00007752495,0.000030406716,0.000096656324,0.00014864339,0.0001182809],"category_scores_gemma":[0.0010758785,0.00028418066,0.0001234811,0.0056093116,0.000028181707,0.00014383385,0.00006819187,0.00092210906,0.0000024787394],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000016246133,0.00008875337,0.08736486,0.6201739,0.000068793284,0.000037228136,0.00046198547,0.000002241085,0.0000015618886,0.0000995784,0.000038102604,0.29166138],"study_design_scores_gemma":[0.0003641355,0.000020189122,0.0014754809,0.98365104,0.00032626442,0.000058969516,0.00015848005,0.00001891642,0.0000030985404,0.000005920754,0.013688218,0.00022928535],"about_ca_topic_score_codex":0.00011819465,"about_ca_topic_score_gemma":0.00011043288,"teacher_disagreement_score":0.36347714,"about_ca_system_score_codex":0.00035471644,"about_ca_system_score_gemma":0.0011218233,"threshold_uncertainty_score":0.999961},"labels":[],"label_agreement":null},{"id":"W4200338723","doi":"10.1093/geroni/igab046.979","title":"The Effects of Stigma on the Caregivers of Elderly Patients With Psychiatric Issues in a Chinese Community","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Ethnic group; Mental health; Socioeconomic status; Psychiatry; Stigma (botany); Feeling; Affect (linguistics); Medicine; Population; Psychology; Gerontology; Environmental health","score_opus":0.015561046391324804,"score_gpt":0.34312928446944113,"score_spread":0.3275682380781163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200338723","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969677,0.00018432156,0.0000028657805,0.00078403024,0.00025528792,0.0003087918,0.0000019486665,0.0000043385676,0.0014907435],"genre_scores_gemma":[0.9997257,0.000008166439,0.000020846228,0.00012157297,0.000009008114,0.000033982713,0.000016239987,0.000004932429,0.000059581085],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991486,0.00030187334,0.00026209562,0.00007090405,0.00011979972,0.00009672669],"domain_scores_gemma":[0.9988909,0.00059775397,0.0001794604,0.00022919766,0.00009745576,0.000005270107],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025882333,0.000063813095,0.00010100283,0.00014059884,0.00012220952,0.0000073543333,0.0001173733,0.00002366327,0.000012399516],"category_scores_gemma":[0.00007927916,0.000034944744,0.000009638279,0.0015374942,0.000040302115,0.000039867224,0.000020477823,0.0001888304,0.0000010299989],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000082802726,0.00034075798,0.9712264,0.00009645298,0.000014126387,0.0000019312172,0.0069634663,0.0000038800454,0.0000219697,0.0051006186,0.00010555966,0.016042031],"study_design_scores_gemma":[0.0014142663,0.00018809027,0.99437296,0.00017479673,0.0000028047502,1.6574486e-7,0.0028362267,0.0000032575094,0.00033947462,0.0005886102,0.00004497797,0.000034393604],"about_ca_topic_score_codex":0.0012219932,"about_ca_topic_score_gemma":0.00049013266,"teacher_disagreement_score":0.023146532,"about_ca_system_score_codex":0.000031449523,"about_ca_system_score_gemma":0.000013775793,"threshold_uncertainty_score":0.18472964},"labels":[],"label_agreement":null},{"id":"W4200345541","doi":"10.1093/geroni/igab046.3090","title":"Intergenerational Engagement in Residential Settings: A Scoping Review of the Literature","year":2021,"lang":"en","type":"review","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Regional Municipality of Durham; University of Toronto; Queen's University","funders":"","keywords":"Psychology; Grey literature; Thematic analysis; Cognition; Applied psychology; Gerontology; Developmental psychology; Medical education; MEDLINE; Qualitative research; Medicine; Sociology; Social science; Political science","score_opus":0.0938853022490651,"score_gpt":0.4798458743039791,"score_spread":0.385960572054914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200345541","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000378064,0.9946173,0.00002176037,0.0011332694,0.0020850955,0.0016074777,0.000013441657,0.000011341735,0.00047253372],"genre_scores_gemma":[0.000023848537,0.99752647,0.00016869315,0.000808228,0.0004361862,0.00031816546,0.0003928271,0.000021014019,0.00030460008],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99532557,0.0015758439,0.002315062,0.00027846755,0.00028913675,0.00021589609],"domain_scores_gemma":[0.9977301,0.00037313526,0.0011474971,0.00032074132,0.00041645707,0.000012102756],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002997127,0.0001830375,0.00093426765,0.0006598729,0.00014541163,0.000018875642,0.00021201547,0.00020132515,0.00031945299],"category_scores_gemma":[0.0016841237,0.00013810016,0.00013922634,0.004868534,0.00001628764,0.00008394142,0.00020252715,0.0012813581,0.0000059653667],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000015673013,0.000029499512,0.00026200543,0.8121516,0.000027194475,0.000009082652,0.0037720362,0.0000017241728,0.000002297239,0.00157354,0.033086713,0.14908272],"study_design_scores_gemma":[0.000097231044,0.0000019081313,0.000037692094,0.7638488,0.000031017655,0.0000017916451,0.00020843287,4.6953613e-7,9.95e-7,0.000027901155,0.2356585,0.00008527553],"about_ca_topic_score_codex":0.000033218977,"about_ca_topic_score_gemma":0.000093667404,"teacher_disagreement_score":0.20257178,"about_ca_system_score_codex":0.0003701678,"about_ca_system_score_gemma":0.0017652236,"threshold_uncertainty_score":0.5631561},"labels":[],"label_agreement":null},{"id":"W4200346141","doi":"10.1093/geroni/igab046.1777","title":"Do Social Connections Buffer Loneliness Associated With Living Alone?","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Loneliness; Social connectedness; Health and Retirement Study; Ethnic group; Psychology; Gerontology; Survey data collection; Multilevel model; Demography; Social psychology; Sociology; Medicine","score_opus":0.05202657996903543,"score_gpt":0.3621131081709182,"score_spread":0.31008652820188276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200346141","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9686597,0.000047697486,0.0010672377,0.020509649,0.00050229486,0.00009850779,0.0000043355362,0.00008942105,0.009021175],"genre_scores_gemma":[0.9957526,0.000010676492,0.00012632775,0.002934199,0.0002865314,0.000017265082,0.000014879569,0.0000093051,0.0008482679],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987929,0.00017506086,0.0003088782,0.00015487637,0.00025987413,0.0003084313],"domain_scores_gemma":[0.99896437,0.00038714008,0.00011323673,0.000059113347,0.00044990712,0.000026207028],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010875016,0.000065404834,0.00013561576,0.00014940104,0.0007169662,0.00013565086,0.0000646169,0.00008074403,0.00026128496],"category_scores_gemma":[0.0017853646,0.000068992784,0.00001657004,0.0024838934,0.000064113745,0.00022172133,0.000023256385,0.00017570148,0.0000058440564],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000024490157,0.000066227214,0.67749226,0.00002675052,0.000016076921,0.00001517423,0.019360565,0.000043972213,0.00002346692,0.29979283,0.0011360028,0.0020242138],"study_design_scores_gemma":[0.00043868064,0.0000048976613,0.9478989,0.00038706337,0.0000076001447,0.000001327718,0.030122258,0.00008394023,0.000047988142,0.0025810022,0.018198093,0.00022823643],"about_ca_topic_score_codex":0.001957087,"about_ca_topic_score_gemma":0.0105813695,"teacher_disagreement_score":0.2972118,"about_ca_system_score_codex":0.00024294973,"about_ca_system_score_gemma":0.00038914787,"threshold_uncertainty_score":0.59046525},"labels":[],"label_agreement":null},{"id":"W4200347404","doi":"10.1093/geroni/igab046.2403","title":"Standardized Self-Report Tools in Geriatric Medicine Practice: A Quality Improvement Study","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; McMaster University","funders":"","keywords":"Phone; Mood; Cognition; Medicine; Psychology; Medical education; Applied psychology; Clinical psychology; Psychiatry","score_opus":0.033772647254552146,"score_gpt":0.40670940821196405,"score_spread":0.3729367609574119,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200347404","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98240227,0.00008231474,0.0010615723,0.010185931,0.00031441433,0.0011044381,0.0000010254848,0.00006351534,0.004784546],"genre_scores_gemma":[0.99535775,0.000013779381,0.0031402148,0.0009469595,0.00015484593,0.00010358822,0.0000725093,0.000013102534,0.00019724184],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99709064,0.00029197286,0.0014484396,0.00036623026,0.0006183458,0.0001843941],"domain_scores_gemma":[0.9979746,0.00041914504,0.00036260806,0.00034432966,0.000868128,0.0000312051],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.006585579,0.00012479615,0.00037188618,0.000564584,0.000039424474,0.000024735236,0.0000383313,0.00005964489,0.00010387814],"category_scores_gemma":[0.008690419,0.000108445915,0.000030981562,0.0033610193,0.000025044343,0.00026151544,0.000039063878,0.00028978154,0.0000030909782],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045090466,0.003922207,0.78842723,0.0015947201,0.00021328172,0.0010640054,0.020557534,0.00004875599,0.1090218,0.004829251,0.00043005898,0.06944024],"study_design_scores_gemma":[0.008794619,0.00040742097,0.9619082,0.0003004127,0.000041261952,0.000030529696,0.023450293,0.00008326957,0.0006356817,0.0006927391,0.0034805124,0.00017503528],"about_ca_topic_score_codex":0.00029280485,"about_ca_topic_score_gemma":0.000070429945,"teacher_disagreement_score":0.17348099,"about_ca_system_score_codex":0.00043664328,"about_ca_system_score_gemma":0.00036955584,"threshold_uncertainty_score":0.9996598},"labels":[],"label_agreement":null},{"id":"W4200351868","doi":"10.1093/geroni/igab046.554","title":"Laying Down the Groundwork for an International Measurement Infrastructure","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"Staffing; Workforce; Supervisor; Work (physics); Business; Public relations; Nursing; Medicine; Political science; Economic growth; Management; Engineering; Economics","score_opus":0.09358506525115362,"score_gpt":0.41427788869672433,"score_spread":0.3206928234455707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200351868","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9315342,0.00012890599,0.030238818,0.018104127,0.008765527,0.00067029253,0.000014398722,0.00009596996,0.010447776],"genre_scores_gemma":[0.99556005,0.0000058765136,0.0016632177,0.0015665275,0.00078679225,0.00009486911,0.00009597275,0.000010619421,0.00021609293],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989239,0.00010827373,0.00039506762,0.00015104644,0.00024117382,0.00018055868],"domain_scores_gemma":[0.9987163,0.00012519631,0.00014215597,0.00016310677,0.0008411532,0.000012103342],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011314049,0.0000644725,0.00008283803,0.00013997877,0.00037221948,0.00003344254,0.00011913774,0.000063021536,0.0001181532],"category_scores_gemma":[0.0004210569,0.00005150956,0.000018634544,0.00076016266,0.000012108807,0.00016702294,0.000036718408,0.0002681951,0.000004257029],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012723505,0.00010331033,0.53066397,0.00020671227,0.000087890745,0.000006373836,0.046812013,0.0006337462,0.014198461,0.116107896,0.061856437,0.22919594],"study_design_scores_gemma":[0.0019555662,0.000030089077,0.5583551,0.00048446818,0.000018010762,0.0000056509984,0.056351658,0.0006021234,0.00044604763,0.027723018,0.35377038,0.0002578849],"about_ca_topic_score_codex":0.00007137261,"about_ca_topic_score_gemma":0.00012140161,"teacher_disagreement_score":0.29191393,"about_ca_system_score_codex":0.000277008,"about_ca_system_score_gemma":0.00022018362,"threshold_uncertainty_score":0.2862849},"labels":[],"label_agreement":null},{"id":"W4200353730","doi":"10.1093/geroni/igab046.3633","title":"Precarious Aging: A Working Definition","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Family Caregiving in Mental Illness","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University; Concordia University; University of Victoria; Baycrest Hospital; University of Toronto","funders":"","keywords":"Precarity; Sociology; Disadvantage; Inequality; Life course approach; Conceptual framework; Social inequality; Gender studies; Social science; Political science; Psychology; Social psychology","score_opus":0.0684066350529065,"score_gpt":0.3315298083110422,"score_spread":0.26312317325813567,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200353730","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86080104,0.00035491172,0.0033463205,0.00089003326,0.0027562475,0.00010862468,0.0000016666023,0.00014692933,0.13159423],"genre_scores_gemma":[0.99552405,0.0000028301085,0.0017618118,0.0015984831,0.00014598055,0.00006303274,0.00006825862,0.000026248803,0.0008093282],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99869853,0.00011447698,0.00042250415,0.00032669227,0.00017675292,0.0002610504],"domain_scores_gemma":[0.9993196,0.00012017139,0.00013092786,0.0002815293,0.00013289061,0.000014867425],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004365138,0.0001105488,0.00012575589,0.0003850957,0.000078219346,0.00007311837,0.000108029315,0.00008431069,0.00029654944],"category_scores_gemma":[0.00012804405,0.00013917676,0.00002346855,0.0023471075,0.000032269432,0.00010682079,0.00006532978,0.00027757467,0.00010841051],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021522952,0.00027488652,0.45483574,0.00007257873,0.00006758027,0.0005825005,0.034162752,0.0001992726,0.020245342,0.3732289,0.0040212446,0.11228766],"study_design_scores_gemma":[0.0048638727,0.000060388847,0.81965184,0.0021726834,0.000040524985,0.00040658584,0.028535046,0.0003792835,0.023800526,0.05621155,0.062352188,0.0015255121],"about_ca_topic_score_codex":0.000095512376,"about_ca_topic_score_gemma":0.000051236355,"teacher_disagreement_score":0.3648161,"about_ca_system_score_codex":0.00017649856,"about_ca_system_score_gemma":0.000042849286,"threshold_uncertainty_score":0.56754637},"labels":[],"label_agreement":null},{"id":"W4200358395","doi":"10.1093/geroni/igab046.549","title":"Comparative Analysis of Dementia Care Programs and Delivery Models","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Dementia; Incrementalism; Service delivery framework; Unintended consequences; Gerontology; Public economics; Medicine; Business; Psychology; Actuarial science; Service (business); Political science; Economics; Marketing; Disease","score_opus":0.4176776360705077,"score_gpt":0.4395537147993029,"score_spread":0.021876078728795212,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200358395","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9812823,0.0030094911,0.010858412,0.0015306567,0.00008450793,0.0001812265,0.000040038918,0.000012818223,0.0030005293],"genre_scores_gemma":[0.9943944,0.000036161266,0.0043201745,0.0009850066,0.000020337078,0.000029924697,0.00018134003,0.0000049035443,0.000027739074],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970694,0.000093361516,0.0023763706,0.00027703473,0.000050870432,0.00013296017],"domain_scores_gemma":[0.9983356,0.00016585142,0.0010425617,0.00017388389,0.0002616065,0.00002046953],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027408986,0.000075077485,0.000591707,0.0009075856,0.00005129564,0.00004082292,0.00006001702,0.00004627691,0.000055720342],"category_scores_gemma":[0.00020628057,0.00010797645,0.000037377766,0.0020807325,0.000031780255,0.00034303186,0.000035495425,0.00007195487,0.000009793802],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000027497201,0.00004738403,0.7005923,0.00016791846,0.0004572207,7.645198e-7,0.019753518,0.009792909,0.000022120388,0.26839107,0.00013080722,0.0006412698],"study_design_scores_gemma":[0.0016056587,0.000046197405,0.49727672,0.00028838607,0.00017146708,0.0000019815402,0.060250342,0.39998046,0.00031138503,0.035259463,0.0041797473,0.0006281939],"about_ca_topic_score_codex":0.0004329244,"about_ca_topic_score_gemma":0.00053110754,"teacher_disagreement_score":0.39018753,"about_ca_system_score_codex":0.00014268275,"about_ca_system_score_gemma":0.000072014955,"threshold_uncertainty_score":0.44031516},"labels":[],"label_agreement":null},{"id":"W4200360076","doi":"10.1093/geroni/igab046.2111","title":"Public Health Messaging and Measures During COVID-19: The Experiences of Family Caregivers","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Newspaper; Public health; Dementia; Isolation (microbiology); Coronavirus disease 2019 (COVID-19); Social media; Social isolation; Pandemic; Medicine; Public relations; Internet privacy; Psychology; Business; Nursing; Political science; Disease; Advertising","score_opus":0.15149627483633807,"score_gpt":0.4161445315428768,"score_spread":0.2646482567065387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200360076","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9708253,0.0013175895,0.00086041365,0.024727385,0.0005535681,0.00016696649,0.0000015540289,0.0000375155,0.0015096929],"genre_scores_gemma":[0.9978138,0.000103582424,0.0001152278,0.0017077483,0.00005640867,0.00004220171,0.000008045043,0.000007223569,0.00014572575],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99842846,0.00036289636,0.00052071054,0.00018527106,0.00022483185,0.0002778413],"domain_scores_gemma":[0.9989698,0.00025584677,0.0002805717,0.00016345913,0.0002772518,0.000053047595],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014448883,0.000073350966,0.00016909686,0.00030479275,0.0007263714,0.000020892137,0.00008691177,0.00004405648,0.00003862034],"category_scores_gemma":[0.00077735435,0.000060790815,0.000014834597,0.00172415,0.00007956346,0.00013720282,0.00006958736,0.00023867081,7.4937947e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011244366,0.000018603278,0.10443733,0.00043165658,0.000014110566,0.000008705935,0.8784884,0.00003168354,0.0014787404,0.0073176357,0.0022740709,0.005487808],"study_design_scores_gemma":[0.00054092606,0.0000069663297,0.07094488,0.00014987659,0.0000020987957,0.0000035838543,0.91986364,0.000018545956,0.00019818485,0.00039153575,0.007803234,0.000076547534],"about_ca_topic_score_codex":0.00088836264,"about_ca_topic_score_gemma":0.00018750648,"teacher_disagreement_score":0.04137521,"about_ca_system_score_codex":0.00022555515,"about_ca_system_score_gemma":0.0011093253,"threshold_uncertainty_score":0.55867356},"labels":[],"label_agreement":null},{"id":"W4200363869","doi":"10.1093/geroni/igab046.655","title":"Loneliness, Sleep Quality, and Cognitive Function in Community-Dwelling Older Adults","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Loneliness; Actigraphy; Psychology; Cognition; Sleep onset; Sleep (system call); Cognitive decline; Effects of sleep deprivation on cognitive performance; Clinical psychology; Gerontology; Insomnia; Dementia; Psychiatry; Medicine; Internal medicine","score_opus":0.07056185651001565,"score_gpt":0.39588908819902996,"score_spread":0.32532723168901434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200363869","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9883751,0.0002927231,0.0017022128,0.006414784,0.00030995527,0.00012191306,0.0000021321257,0.000024638655,0.0027565253],"genre_scores_gemma":[0.994525,0.000063083506,0.000087350454,0.0050974963,0.000093513256,0.000012279973,0.000032028674,0.000005033072,0.000084224],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986144,0.00048551944,0.0004246311,0.00011330978,0.0001592909,0.00020286554],"domain_scores_gemma":[0.9990058,0.00052497274,0.0000925689,0.000060514994,0.00029364307,0.000022523713],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023056164,0.00005534072,0.00011820406,0.00018456933,0.00034085894,0.00006715131,0.000043314314,0.0000657812,0.000050193605],"category_scores_gemma":[0.0010720459,0.00006560193,0.000008583486,0.0013840393,0.000057424335,0.00024910917,0.00003734182,0.00031586512,0.000003086584],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016150309,0.000056530796,0.88487834,0.00018557471,0.0000035229546,0.000004309053,0.035717357,0.000018236626,0.0000059380386,0.04459347,0.00002497515,0.03449559],"study_design_scores_gemma":[0.0006231492,0.0000030999308,0.90062296,0.0005803916,0.0000022815289,3.3435305e-7,0.0936322,0.00016358982,0.000028821187,0.003563596,0.0006898884,0.00008966301],"about_ca_topic_score_codex":0.018712346,"about_ca_topic_score_gemma":0.031525973,"teacher_disagreement_score":0.057914846,"about_ca_system_score_codex":0.00006130884,"about_ca_system_score_gemma":0.00011277922,"threshold_uncertainty_score":0.9878221},"labels":[],"label_agreement":null},{"id":"W4200367071","doi":"10.1093/geroni/igab046.2287","title":"A Study of Social Isolation, Multimorbidity and Multiple Role Demands among Middle-age Adults Based on the CLSA","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Social isolation; Isolation (microbiology); Longitudinal study; Social support; Psychology; Middle age; Multimorbidity; Developmental psychology; Gerontology; Demography; Medicine; Comorbidity; Social psychology; Psychiatry; Sociology","score_opus":0.060514559020817864,"score_gpt":0.33878440991638725,"score_spread":0.2782698508955694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200367071","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99465084,0.000008580585,0.00008735223,0.0033090194,0.00013302288,0.0002635026,0.000003139619,0.000016454445,0.0015280806],"genre_scores_gemma":[0.99878395,0.0000020880154,0.00007134607,0.0009709842,0.00008468601,0.000017419348,0.0000072463486,0.000004584532,0.00005767414],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988719,0.0002511899,0.0003371925,0.00013652662,0.00024374112,0.0001594083],"domain_scores_gemma":[0.99911517,0.00044852198,0.00013579873,0.000080967024,0.00020228782,0.00001726968],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011046355,0.0000566456,0.0001128667,0.00010003828,0.00046024984,0.000046684225,0.000066722474,0.000049219696,0.000041067615],"category_scores_gemma":[0.0010030232,0.000049709586,0.0000136412145,0.0009251122,0.00007199363,0.00010570239,0.000023244282,0.00013157177,5.7629205e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011326578,0.00011415033,0.937373,0.000027243079,0.000003083258,0.0000029789321,0.05465007,0.00011211964,0.000011543076,0.0070425263,0.0000537767,0.0005981931],"study_design_scores_gemma":[0.0006875515,0.00001159976,0.92429507,0.00006336267,0.0000021470491,2.6531453e-8,0.06897103,0.0052580805,0.000037252128,0.0002044921,0.00041490197,0.000054456126],"about_ca_topic_score_codex":0.0050132475,"about_ca_topic_score_gemma":0.020308625,"teacher_disagreement_score":0.015295378,"about_ca_system_score_codex":0.00005118904,"about_ca_system_score_gemma":0.00010170604,"threshold_uncertainty_score":0.9975682},"labels":[],"label_agreement":null},{"id":"W4200367553","doi":"10.1093/geroni/igab046.2331","title":"Older adult maintaining and improving health self-management through peer supported SMART goal setting","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"North York General Hospital; University of Toronto","funders":"","keywords":"Facilitator; Psychological intervention; Goal setting; Peer support; Psychology; Self-management; Feeling; Peer group; Intervention (counseling); Social support; Applied psychology; Set (abstract data type); Gerontology; Medicine; Nursing; Social psychology; Computer science","score_opus":0.021468818948583445,"score_gpt":0.3385138376926311,"score_spread":0.31704501874404767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200367553","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8278148,0.00037155216,0.016120665,0.14023241,0.0006592501,0.000984434,0.000006739305,0.00043197634,0.013378127],"genre_scores_gemma":[0.9070943,0.0000555441,0.064614944,0.027387727,0.0001671163,0.000037803562,0.00015761098,0.000029351151,0.00045560964],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99792635,0.00006623933,0.00082693924,0.0003851842,0.00035688086,0.00043840328],"domain_scores_gemma":[0.99891394,0.000051147654,0.00023370008,0.00018740557,0.00054539525,0.00006839074],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011801181,0.00014434525,0.0002641216,0.0003718842,0.00021824974,0.00006460938,0.000037266444,0.000059966977,0.00007142376],"category_scores_gemma":[0.00016003184,0.00016326628,0.000021905627,0.0013292322,0.000024371908,0.00020641333,0.000079545316,0.0003988118,0.000005842734],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009979598,0.0006000387,0.593996,0.00842907,0.00017315436,0.0010054788,0.0379471,0.000017247825,0.005177834,0.20552813,0.009490645,0.1375355],"study_design_scores_gemma":[0.031012975,0.00031397358,0.7331612,0.012168509,0.00014038227,0.0013969574,0.099932626,0.019563984,0.009630826,0.010763865,0.080327034,0.0015876419],"about_ca_topic_score_codex":0.0000884641,"about_ca_topic_score_gemma":0.000022045386,"teacher_disagreement_score":0.19476427,"about_ca_system_score_codex":0.00029303014,"about_ca_system_score_gemma":0.00022412042,"threshold_uncertainty_score":0.66578054},"labels":[],"label_agreement":null},{"id":"W4200368465","doi":"10.1093/geroni/igab046.1265","title":"Person-Centered Care for Family Caregivers: Co-Designing an Education Program for the Healthcare Workforce","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Covenant Health; MacEwan University; University of Calgary; University of Alberta","funders":"","keywords":"Workforce; Health care; Stakeholder; Workforce development; Nursing; Family caregivers; Medical education; Psychology; Medicine; Public relations; Political science","score_opus":0.12874682970499868,"score_gpt":0.49126774610281704,"score_spread":0.36252091639781836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200368465","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.74275094,0.004521167,0.100658886,0.094184965,0.019767521,0.02843968,0.0002617519,0.00062405795,0.008791049],"genre_scores_gemma":[0.96537185,0.00001481583,0.012815665,0.0074237613,0.00082143507,0.009140197,0.0020880634,0.00003849901,0.0022857152],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9983529,0.000262504,0.0005512673,0.0003178242,0.00017934346,0.00033617852],"domain_scores_gemma":[0.9957412,0.00043632515,0.00032689312,0.00025221132,0.0032027562,0.000040602863],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000613712,0.00013243352,0.000153927,0.00023266922,0.0012079801,0.00005366793,0.0001422873,0.0001408287,0.00003308622],"category_scores_gemma":[0.0003638976,0.00011830361,0.00003819426,0.0012095481,0.000023923263,0.00030106585,0.000016304715,0.00032757173,0.0000062510026],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004163383,0.00034969184,0.030572556,0.0014739335,0.000032926007,6.492588e-7,0.24847472,0.00007349864,0.0043439395,0.115625724,0.029981885,0.5686541],"study_design_scores_gemma":[0.0011387893,0.00008847854,0.011516508,0.0010835201,0.000013044147,6.638174e-7,0.84421676,0.0013329608,0.0004361201,0.0007080636,0.13927719,0.00018789296],"about_ca_topic_score_codex":0.00018958721,"about_ca_topic_score_gemma":0.0005030342,"teacher_disagreement_score":0.59574205,"about_ca_system_score_codex":0.00058567896,"about_ca_system_score_gemma":0.0042273114,"threshold_uncertainty_score":0.9290929},"labels":[],"label_agreement":null},{"id":"W4200368785","doi":"10.1093/geroni/igab046.3602","title":"Family Caregiver Health in a Pandemic","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Anxiety; Psychological intervention; Pandemic; Depression (economics); Quarter (Canadian coin); Gerontology; Family caregivers; Psychology; Health care; Exploratory research; Caregiver stress; Mental health; Medicine; Psychiatry; Coronavirus disease 2019 (COVID-19); Disease; Dementia","score_opus":0.049021395374787,"score_gpt":0.3822227649424276,"score_spread":0.33320136956764057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200368785","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98496395,0.00025451469,0.00068031735,0.0055628563,0.000056590667,0.00015555903,0.000001052102,0.000018992552,0.008306179],"genre_scores_gemma":[0.99419904,0.000074292955,0.00016778453,0.00472256,0.000030714662,0.00001823819,0.000050832226,0.000005932929,0.0007306211],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99915314,0.000050764378,0.00027811347,0.00015204625,0.00017159925,0.00019432028],"domain_scores_gemma":[0.9996469,0.000023946233,0.0000378213,0.00008164304,0.00018850589,0.000021179725],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005234398,0.000047807876,0.00011731443,0.00043436422,0.000019962124,0.00001330623,0.000023355955,0.000022607932,0.00010477393],"category_scores_gemma":[0.000093523486,0.000049533,0.0000111487825,0.0018823334,0.000014969834,0.00006509683,0.000027701497,0.00019725057,0.000014027281],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000133780595,0.00007363652,0.9289489,0.00005334581,0.0000052958253,0.000091137794,0.00087969913,0.0000017768818,0.007844404,0.0006587435,0.0004417438,0.06098797],"study_design_scores_gemma":[0.0016474107,0.00003396006,0.99072486,0.00029318366,0.0000012938362,0.000016867916,0.001959302,0.000108274544,0.0010006166,0.00036921373,0.003796767,0.00004824607],"about_ca_topic_score_codex":0.00014672289,"about_ca_topic_score_gemma":0.00006330946,"teacher_disagreement_score":0.061775997,"about_ca_system_score_codex":0.00018723807,"about_ca_system_score_gemma":0.00037536467,"threshold_uncertainty_score":0.20198971},"labels":[],"label_agreement":null},{"id":"W4200374435","doi":"10.1093/geroni/igab046.3492","title":"Feasibility, Acceptability, and Impact of a Self-guided e-Learning Memory Program for Older Adults","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Baycrest Hospital; York University; Toronto Metropolitan University","funders":"","keywords":"Psychological intervention; Psychology; Anxiety; Intervention (counseling); Cognition; Clinical psychology; Developmental psychology; Gerontology; Medicine; Psychiatry","score_opus":0.06884631700981331,"score_gpt":0.4679234316452549,"score_spread":0.3990771146354416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200374435","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9967773,0.00011136045,0.00028784067,0.00029986905,0.00018278183,0.0009857271,0.0000057079965,0.0000798867,0.00126951],"genre_scores_gemma":[0.997463,0.0000035246705,0.0020001272,0.00017605782,0.00004415045,0.0001463498,0.000043967873,0.000013281401,0.000109537534],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987143,0.000106940366,0.000528556,0.0003238733,0.00009877592,0.00022752782],"domain_scores_gemma":[0.9991356,0.00019124983,0.00017070121,0.00019187805,0.00027979712,0.000030763702],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00085542124,0.00009593198,0.00018530447,0.0002090017,0.000053426877,0.00001928059,0.000055136617,0.000069016365,0.00025012833],"category_scores_gemma":[0.00025427557,0.00009738492,0.000044746786,0.0009945816,0.000030018711,0.000092435075,0.000059199625,0.00015855634,0.000001549668],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007105813,0.00045364362,0.8276089,0.0004689988,0.000019880737,0.000002665586,0.0093075745,0.000009110325,0.00027297312,0.00081048755,0.000110477005,0.16086428],"study_design_scores_gemma":[0.0025124908,0.00014057997,0.9923073,0.00009035224,0.000006457735,0.00001116464,0.0031459704,0.00045319725,0.00047779208,0.00047232685,0.00028286612,0.00009947066],"about_ca_topic_score_codex":0.0006972383,"about_ca_topic_score_gemma":0.000098771394,"teacher_disagreement_score":0.16469848,"about_ca_system_score_codex":0.00029066106,"about_ca_system_score_gemma":0.00027756923,"threshold_uncertainty_score":0.39712417},"labels":[],"label_agreement":null},{"id":"W4200377999","doi":"10.1093/geroni/igab046.2300","title":"Ageism and Undergraduate Attitudes towards Older Adults during COVID-19","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Grandparent; Pandemic; Coronavirus disease 2019 (COVID-19); Thematic analysis; Psychology; Older people; Gerontology; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Medicine; Qualitative research; Developmental psychology; Sociology; Disease","score_opus":0.011344796953065927,"score_gpt":0.2827610459749903,"score_spread":0.27141624902192435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200377999","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9972086,0.00015946823,0.00086965255,0.0012017,0.00008497404,0.00008492843,0.0000047864546,0.000018147804,0.00036775938],"genre_scores_gemma":[0.99782836,0.000041717103,0.00030553396,0.0013203301,0.00008104971,0.000017687566,0.00009878707,0.000012721357,0.00029378416],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992425,0.000039483588,0.0002200349,0.0002680238,0.00008750101,0.00014245002],"domain_scores_gemma":[0.9996087,0.0000049637633,0.00006133086,0.00016720482,0.00011236871,0.000045435318],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015281825,0.00008896699,0.00006392327,0.00009638593,0.00007913931,0.000036534107,0.00005130851,0.00005863712,0.000017339393],"category_scores_gemma":[0.00026450542,0.00010346189,0.000015733594,0.00026209845,0.000034511082,0.00000803596,0.000099650286,0.00006814121,0.0000026875537],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014009039,0.00009762697,0.7309325,0.0007322059,0.0000573061,0.0008991798,0.0008650816,0.0004385246,0.25677386,0.004518575,0.00052464876,0.004020411],"study_design_scores_gemma":[0.0013367443,0.0000048753636,0.96010596,0.00007206419,0.0000037624088,0.000027832935,0.00018943936,0.000060459006,0.03648679,0.00039517126,0.001139618,0.00017728635],"about_ca_topic_score_codex":0.000017756043,"about_ca_topic_score_gemma":0.000065609995,"teacher_disagreement_score":0.22917347,"about_ca_system_score_codex":0.000035186746,"about_ca_system_score_gemma":0.00016597561,"threshold_uncertainty_score":0.42190537},"labels":[],"label_agreement":null},{"id":"W4200382927","doi":"10.1093/geroni/igab046.2689","title":"Online Leisure Activities for Sustained Mental Health Well-being in Older Adults with COVID-19 Mitigation","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychosocial; Mental health; CINAHL; Anxiety; Recreation; Psychology; Empirical evidence; Gerontology; Pandemic; Coronavirus disease 2019 (COVID-19); Medicine; Psychiatry; Psychological intervention; Political science","score_opus":0.02017357484059131,"score_gpt":0.3678058259785538,"score_spread":0.34763225113796253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200382927","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84113896,0.00006280006,0.0019495,0.15537202,0.0002017605,0.0005889283,0.0000144649375,0.000041058844,0.0006305101],"genre_scores_gemma":[0.98657227,0.000049909737,0.0012374567,0.011233973,0.00014442026,0.000051517807,0.00025075002,0.000009984129,0.00044971312],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9986898,0.00013357878,0.0003948896,0.00019328822,0.00022312961,0.00036533727],"domain_scores_gemma":[0.9993564,0.00023305585,0.00015038594,0.000066770925,0.00013225696,0.00006115555],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010010261,0.00007767459,0.00016211593,0.00025162444,0.0003931069,0.00006250264,0.000057096215,0.0000524503,0.000045085537],"category_scores_gemma":[0.00040086513,0.000082479164,0.000014464808,0.0013090769,0.000050774106,0.0003149067,0.000015108611,0.0001276162,3.2478366e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007162867,0.000121857716,0.64557236,0.0010024854,0.0000064215023,0.00000991241,0.14757548,0.00015684169,0.000009746077,0.19684798,0.0010637782,0.0075615207],"study_design_scores_gemma":[0.005122981,0.00004791664,0.2286745,0.0013561425,0.0000026681323,0.0000028087484,0.7033941,0.0009621007,0.00020399381,0.0049894205,0.05488682,0.00035652216],"about_ca_topic_score_codex":0.0060981316,"about_ca_topic_score_gemma":0.054043185,"teacher_disagreement_score":0.5558186,"about_ca_system_score_codex":0.0008325435,"about_ca_system_score_gemma":0.0016857041,"threshold_uncertainty_score":0.96321803},"labels":[],"label_agreement":null},{"id":"W4200385901","doi":"10.1093/geroni/igab046.2851","title":"Change in medical and health care decision-making patterns at the End-of-Life: A cohort of the very old people","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Health care; Odds; Cohort; Proxy (statistics); Demography; Quarter (Canadian coin); Odds ratio; Cause of death; Cohort study; Gerontology; Family medicine; Logistic regression; Disease; Internal medicine","score_opus":0.09344645145161141,"score_gpt":0.4328326721084387,"score_spread":0.3393862206568273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200385901","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.989998,0.0035200045,0.00017268064,0.0057948185,0.00015710658,0.00019500851,0.000011473831,0.0000041051353,0.00014682145],"genre_scores_gemma":[0.9965914,0.0005482703,0.00016563856,0.0025843924,0.000059424186,0.000015813066,0.000020536669,0.000007166057,0.000007374446],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987292,0.00006659877,0.00053699873,0.00013593248,0.0004155006,0.00011572922],"domain_scores_gemma":[0.9989771,0.00037962184,0.0002143125,0.00019626108,0.00021311836,0.000019532035],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000667797,0.000068289104,0.00027191412,0.00016050784,0.000030897492,0.000003273395,0.00007289759,0.000049664548,0.00008041534],"category_scores_gemma":[0.0010152515,0.00004570211,0.000025120877,0.0011480884,0.00005782557,0.000039364717,0.00012853625,0.00016977264,2.5076724e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015900376,0.0000189179,0.9586627,0.00025721855,0.0000118587595,0.000008358608,0.016874846,0.0000029733922,0.00008470303,0.00030169968,0.00005709876,0.023703728],"study_design_scores_gemma":[0.0005797072,0.000017046375,0.986236,0.0055606887,0.000006292691,0.0000075854473,0.005508697,0.00012544922,0.0012886444,0.000054525233,0.00057618576,0.00003919426],"about_ca_topic_score_codex":0.0011449964,"about_ca_topic_score_gemma":0.005119253,"teacher_disagreement_score":0.027573286,"about_ca_system_score_codex":0.00011382348,"about_ca_system_score_gemma":0.0002698932,"threshold_uncertainty_score":0.28566632},"labels":[],"label_agreement":null},{"id":"W4200387864","doi":"10.1093/geroni/igab046.2771","title":"Music and Dementia: Exploring Protective Factors for Cognitive Function","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Dementia; Psychology; Psychological intervention; Intervention (counseling); Depression (economics); Clinical psychology; Social support; Distancing; Cognition; Longitudinal study; Developmental psychology; Gerontology; Medicine; Psychiatry; Social psychology","score_opus":0.19428534681518955,"score_gpt":0.39965196644189566,"score_spread":0.2053666196267061,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200387864","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96451175,0.00007607969,0.03286156,0.00049727317,0.00071531837,0.0008017157,0.0000070502933,0.00006583633,0.00046341505],"genre_scores_gemma":[0.99794555,0.0000075249786,0.00029047063,0.00036427213,0.0001358946,0.0011091772,0.000027103564,0.000015583295,0.000104439445],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989932,0.00009615934,0.00036390574,0.00023189574,0.000092453585,0.00022236528],"domain_scores_gemma":[0.9985541,0.00059412105,0.00014825731,0.000060166138,0.00063193624,0.00001142392],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038747367,0.00008980303,0.00012953058,0.0002311278,0.00049930625,0.000011311705,0.000019968556,0.00004680624,0.000030303037],"category_scores_gemma":[0.0013932576,0.000090876005,0.000011416077,0.0007859449,0.000021106745,0.00027248627,0.000074505115,0.00025840953,0.0000036676247],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012909312,0.000024434165,0.9612218,0.00030476833,0.0000881077,0.0000012851847,0.025640078,0.0000034167438,0.0020243379,0.0025117241,0.00014021849,0.008026928],"study_design_scores_gemma":[0.0011032074,0.00002655064,0.92872715,0.0008246344,0.000030288395,2.5074016e-7,0.06331558,0.000062499406,0.001737201,0.0033815175,0.00067143544,0.000119682656],"about_ca_topic_score_codex":0.000047248817,"about_ca_topic_score_gemma":0.0005021769,"teacher_disagreement_score":0.0376755,"about_ca_system_score_codex":0.00007820811,"about_ca_system_score_gemma":0.0000706372,"threshold_uncertainty_score":0.38403106},"labels":[],"label_agreement":null},{"id":"W4200389307","doi":"10.1093/geroni/igab046.1660","title":"Active Aging From Theory to Practice: National Experiences of Policy Making in Europe and Canada","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Welfare state; Welfare; Context (archaeology); Social policy; Active ageing; Political science; Quality of life (healthcare); Social Welfare; Economic growth; Economics; Politics; Psychology; Gerontology; Medicine; Older people; Geography","score_opus":0.01950298783897331,"score_gpt":0.35165266806720363,"score_spread":0.3321496802282303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200389307","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9830975,0.00011807273,0.0008215601,0.005927638,0.00019073502,0.0000721651,0.0000039818,0.0000084432295,0.009759926],"genre_scores_gemma":[0.9972091,0.00003204586,0.0010744991,0.0013332302,0.00017166643,0.000014133746,0.0000043478994,0.000003797992,0.00015722119],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9989189,0.0001972787,0.00026255933,0.00015953652,0.0003325297,0.00012919468],"domain_scores_gemma":[0.9986945,0.0005019484,0.00014163577,0.000043697044,0.0006046882,0.000013548876],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007697427,0.000054480082,0.00009156166,0.0002700734,0.00016672682,0.000042928616,0.00006452158,0.000018144041,0.00002645109],"category_scores_gemma":[0.005222433,0.00006102078,0.0000042817996,0.0021804722,0.00005481087,0.0003207877,0.000044448716,0.000079764446,2.9856454e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005455495,0.0000123218615,0.01825201,0.000003964753,0.0000074698255,0.000008093674,0.8671685,0.000050139915,0.00020186936,0.11032139,0.00025729378,0.0037115298],"study_design_scores_gemma":[0.00031640823,0.0000056822023,0.24506469,0.00021474082,0.0000040194113,0.0000011858381,0.6962839,0.000058826165,0.0015758873,0.017037036,0.039219324,0.00021834967],"about_ca_topic_score_codex":0.68061787,"about_ca_topic_score_gemma":0.8514145,"teacher_disagreement_score":0.22681268,"about_ca_system_score_codex":0.00021094579,"about_ca_system_score_gemma":0.0015025114,"threshold_uncertainty_score":0.6252117},"labels":[],"label_agreement":null},{"id":"W4200389701","doi":"10.1093/geroni/igab046.1429","title":"Does Long-Term Care Policy Enable or Limit Volunteers’ Roles in Enhancing Resident Quality of Life?","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Mount Saint Vincent University","funders":"","keywords":"Long-term care; Quality of life (healthcare); Volunteer; Order (exchange); Quality (philosophy); Social security; Term (time); Limit (mathematics); Social policy; Public relations; Business; Psychology; Political science; Medicine; Nursing; Law; Finance; Biology","score_opus":0.0556853515413239,"score_gpt":0.42647392386633115,"score_spread":0.3707885723250072,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200389701","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9941041,0.0003508153,0.00027324248,0.003158353,0.00077754597,0.00024064872,0.00001018723,0.000039971328,0.0010451749],"genre_scores_gemma":[0.9972749,0.00005802103,0.00021767105,0.00044900255,0.00035943944,0.000037855505,0.00006618779,0.000017137667,0.0015198347],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99750614,0.00035876865,0.0012885812,0.00025449,0.00023970263,0.00035232055],"domain_scores_gemma":[0.99833137,0.0003748166,0.00034981212,0.0002752162,0.00063800707,0.000030787498],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00097144285,0.00011252151,0.00033303828,0.00076072436,0.00014315413,0.000015704369,0.000104499675,0.00013560806,0.0002057292],"category_scores_gemma":[0.0020010623,0.000087526045,0.000030766925,0.002740908,0.000023909543,0.00016031943,0.00010044184,0.00037975816,0.000009384137],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000833591,0.00003733925,0.91589594,0.0011962422,0.000009177459,0.00001382932,0.06911273,0.000033914617,0.00811647,0.0016244889,0.0003810525,0.0034954513],"study_design_scores_gemma":[0.0010692361,0.00001532629,0.8754501,0.0015779021,0.000004850516,4.830225e-7,0.10830496,0.000006405504,0.012539674,0.0005634784,0.00031209312,0.00015550088],"about_ca_topic_score_codex":0.007621346,"about_ca_topic_score_gemma":0.047522344,"teacher_disagreement_score":0.040445857,"about_ca_system_score_codex":0.0005375298,"about_ca_system_score_gemma":0.0014803293,"threshold_uncertainty_score":0.99898696},"labels":[],"label_agreement":null},{"id":"W4200393632","doi":"10.1093/geroni/igab046.1561","title":"Voice Your Values, Tailored Advance Care Planning in Persons Living With Mild Dementia: A Feasibility Study","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; Toronto Rehabilitation Institute; University of Toronto; McMaster University","funders":"","keywords":"Dementia; Advance care planning; Intervention (counseling); Distress; Scale (ratio); Medicine; Psychology; Fidelity; Clinical psychology; Nursing; Palliative care","score_opus":0.1379755584093288,"score_gpt":0.43276229457538934,"score_spread":0.29478673616606055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200393632","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9942707,0.003011349,0.0011039668,0.00020447737,0.000073633586,0.00030680737,0.0000031169848,0.000029028231,0.0009969405],"genre_scores_gemma":[0.99493307,0.000012069349,0.0047057075,0.00017644544,0.000047765527,0.000027573908,0.000030407185,0.000014029787,0.000052919542],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99874866,0.00008227331,0.00042268183,0.0003019892,0.00025954423,0.0001848522],"domain_scores_gemma":[0.9990736,0.00011833696,0.00013837282,0.00020678296,0.00044219868,0.000020686266],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003784201,0.00011810495,0.00026749005,0.0003176907,0.000044404056,0.000013931679,0.000054020897,0.000036448684,0.000013535034],"category_scores_gemma":[0.0006371965,0.000115248054,0.000018132674,0.0018835134,0.00002744716,0.00015390843,0.000043973276,0.00024734097,0.0000010218212],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003778452,0.00017800198,0.93794596,0.0001617042,0.000040940242,0.00009816016,0.05947191,0.00036134623,0.0011803514,0.00003239129,0.00001967574,0.00047175644],"study_design_scores_gemma":[0.0016027743,0.00010850783,0.7823999,0.003372749,0.000034181943,0.0000039681163,0.21037306,0.00019072599,0.0015842522,0.000022662183,0.00019203905,0.000115213435],"about_ca_topic_score_codex":0.00017994021,"about_ca_topic_score_gemma":0.0003236691,"teacher_disagreement_score":0.1555461,"about_ca_system_score_codex":0.00019156284,"about_ca_system_score_gemma":0.00015099447,"threshold_uncertainty_score":0.46996793},"labels":[],"label_agreement":null},{"id":"W4200395963","doi":"10.1093/geroni/igab046.023","title":"Factors Related to COVID-19 Vaccine Uptake in Black American Communities","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Distrust; Misinformation; Government (linguistics); Coronavirus disease 2019 (COVID-19); Pandemic; Theme (computing); Feeling; Health care; Population; Quarter (Canadian coin); Medicine; Focus group; Political science; Psychology; Public relations; Family medicine; Gerontology; Social psychology; Sociology; History; Environmental health; Disease; Psychotherapist","score_opus":0.06573319708964498,"score_gpt":0.36522952385454016,"score_spread":0.2994963267648952,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200395963","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9755252,0.000027438276,0.00021425534,0.01818103,0.00012120508,0.000112362744,0.000002058339,0.000054987337,0.0057614595],"genre_scores_gemma":[0.99528134,0.00003130294,0.000118595926,0.0038272606,0.000030920444,0.0000067351343,0.000030685092,0.000008100452,0.0006650532],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988816,0.00018340952,0.00042027977,0.00012572863,0.00016781727,0.00022121152],"domain_scores_gemma":[0.99934953,0.00019318188,0.000102853664,0.00015342823,0.00015361239,0.000047386788],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006806027,0.00007836943,0.00015913311,0.0004924927,0.00018366339,0.00006780101,0.00014766975,0.00003952883,0.00036437163],"category_scores_gemma":[0.000907262,0.00008768083,0.000016001311,0.005218532,0.000016384767,0.00020623092,0.000051576488,0.00020577533,0.000015061856],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000035377848,0.000024725572,0.8623856,0.0000073182873,0.0000037061434,0.000014633205,0.10872074,0.00040791693,0.00012014906,0.025918722,0.00071679335,0.0016761735],"study_design_scores_gemma":[0.0003764011,0.000012286296,0.79828525,0.000054149168,0.0000017207408,3.4955684e-7,0.16280645,0.000047082915,0.00010864078,0.0036030875,0.034551322,0.00015324885],"about_ca_topic_score_codex":0.009877172,"about_ca_topic_score_gemma":0.04327162,"teacher_disagreement_score":0.06410033,"about_ca_system_score_codex":0.0003255927,"about_ca_system_score_gemma":0.0002978198,"threshold_uncertainty_score":0.99671614},"labels":[],"label_agreement":null},{"id":"W4200401103","doi":"10.1093/geroni/igab046.399","title":"Timing and Support Matter: Caregiving Demands at the Intersection of Stress Process and Life Course Perspectives","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Victoria; University of Calgary","funders":"","keywords":"Social support; Psychology; Life course approach; Stressor; Perspective (graphical); Mental health; Health and Retirement Study; Life satisfaction; Caregiver stress; Social stress; Gerontology; Developmental psychology; Clinical psychology; Social psychology; Psychiatry; Medicine; Dementia; Disease","score_opus":0.01318388063009207,"score_gpt":0.30775208025100415,"score_spread":0.2945681996209121,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200401103","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99249005,0.00019143947,0.00063731306,0.0019519654,0.00014460934,0.000057603727,0.0000036428578,0.0000073439496,0.0045160283],"genre_scores_gemma":[0.9991651,0.000027097036,0.00004585785,0.00018203458,0.00007248672,0.000007707493,0.0000086606005,0.0000050365716,0.0004860122],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9993642,0.000053698383,0.00019093476,0.00014043614,0.00015460573,0.00009610258],"domain_scores_gemma":[0.99944407,0.000063406784,0.000102726866,0.00005034889,0.0003257529,0.000013705845],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044821162,0.00005031844,0.00007187891,0.00006947074,0.0002629042,0.000067817076,0.000042263724,0.00003037796,0.000059938924],"category_scores_gemma":[0.00014255145,0.00004698111,0.0000099769495,0.00041053808,0.000115287796,0.00016911338,0.000047456204,0.00007409303,3.5825673e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000058394203,0.000024072477,0.7130014,0.00007297396,0.000025182177,0.000003723597,0.20448793,0.00047103252,0.0023251183,0.07767579,0.00015000453,0.0017569577],"study_design_scores_gemma":[0.000320602,0.000017088558,0.24809349,0.00034919218,0.00002115282,0.000010469994,0.74193686,0.0051181167,0.0018526854,0.0017275412,0.00033968635,0.00021313131],"about_ca_topic_score_codex":0.00022755592,"about_ca_topic_score_gemma":0.0027096025,"teacher_disagreement_score":0.53744894,"about_ca_system_score_codex":0.00007885931,"about_ca_system_score_gemma":0.0001286782,"threshold_uncertainty_score":0.20220731},"labels":[],"label_agreement":null},{"id":"W4200406678","doi":"10.1093/geroni/igab046.3359","title":"Are Loneliness and Social Isolation Equal Threats to Health and Well-being? An Outcome Wide Longitudinal Approach","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Loneliness; Social isolation; Psychosocial; UCLA Loneliness Scale; Psychology; Psychological intervention; Social support; Isolation (microbiology); Gerontology; Scale (ratio); Clinical psychology; Medicine; Social psychology; Psychiatry; Geography","score_opus":0.12119225605157015,"score_gpt":0.43658333693849377,"score_spread":0.31539108088692364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200406678","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9692654,0.00019499086,0.013799806,0.013781082,0.00040543018,0.00019287989,0.0000047352537,0.000044622106,0.0023110583],"genre_scores_gemma":[0.9910253,0.000012360288,0.00081139966,0.007047226,0.00046782824,0.000018509438,0.00008062295,0.000018234214,0.00051851006],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998464,0.00016036037,0.00056556053,0.0003767984,0.00013908176,0.00029420457],"domain_scores_gemma":[0.9993112,0.00005305591,0.00024634454,0.00014742654,0.00017399261,0.00006797842],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00069134415,0.000121472964,0.00022777106,0.00040411923,0.00026770635,0.00010013041,0.000057262077,0.00009486714,0.000025886528],"category_scores_gemma":[0.0000859003,0.00014019055,0.000011542368,0.000965735,0.000035400182,0.00022798218,0.00005155979,0.00022112811,0.000011481371],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021589063,0.00007309099,0.9474082,0.0003067635,0.0000072956236,0.000008105924,0.009248209,0.000008656678,0.000013924376,0.035743322,0.0005334691,0.0066273496],"study_design_scores_gemma":[0.0006250648,0.000029569568,0.9917645,0.000018727558,0.000005250767,0.000023216155,0.0020610958,0.00017181296,0.0000022100792,0.004850879,0.0003029262,0.00014476196],"about_ca_topic_score_codex":0.0010618789,"about_ca_topic_score_gemma":0.0006142458,"teacher_disagreement_score":0.04435626,"about_ca_system_score_codex":0.00008712504,"about_ca_system_score_gemma":0.00007789248,"threshold_uncertainty_score":0.5716805},"labels":[],"label_agreement":null},{"id":"W4200408181","doi":"10.1093/geroni/igab046.2615","title":"Subclinical Cardiac Dysfunction and Cognitive Function: A Systematic Review","year":2021,"lang":"en","type":"review","venue":"Innovation in Aging","topic":"Music Therapy and Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Subclinical infection; Cognition; Medicine; Observational study; CINAHL; Clinical psychology; Meta-analysis; Internal medicine; Psychiatry; Psychological intervention","score_opus":0.14207509605952148,"score_gpt":0.4569675715096642,"score_spread":0.31489247545014276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200408181","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000003927751,0.99297804,0.00050637027,0.000183891,0.002375643,0.0021172974,0.000015678053,0.000046709378,0.0017724532],"genre_scores_gemma":[0.000020875666,0.9946249,0.000012937198,0.0028761714,0.00040315153,0.0010032404,0.00035840351,0.00003632222,0.00066399266],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9958384,0.0011814163,0.002062265,0.00051807764,0.00017761129,0.0002222374],"domain_scores_gemma":[0.9975815,0.00084669463,0.00096483243,0.0003313952,0.00024253651,0.00003303125],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002953303,0.00027761003,0.002485189,0.000435987,0.000075815144,0.000037439688,0.00007245788,0.0003012833,0.0006281282],"category_scores_gemma":[0.00046354724,0.00024356318,0.00017094775,0.0021478154,0.000037737354,0.0000710092,0.000033719603,0.0007196084,0.0001168157],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000037754396,0.000028137103,0.000015403895,0.6409688,0.00027355168,0.000010425841,0.00024349503,3.6617724e-9,8.506535e-9,0.009807735,0.00096836797,0.3476803],"study_design_scores_gemma":[0.00018120884,0.000028999646,0.000031748394,0.62959176,0.0013482944,0.000034036068,0.00017075508,1.846603e-7,4.106478e-9,0.000044622226,0.36838937,0.00017903086],"about_ca_topic_score_codex":0.000018725452,"about_ca_topic_score_gemma":0.0000027401438,"teacher_disagreement_score":0.367421,"about_ca_system_score_codex":0.000083214996,"about_ca_system_score_gemma":0.00019361777,"threshold_uncertainty_score":0.9932218},"labels":[],"label_agreement":null},{"id":"W4200409955","doi":"10.1093/geroni/igab046.1503","title":"Doing Aging Research Together: Innovative Perspectives on Participatory Approaches","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Presentation (obstetrics); Citizen journalism; Participatory action research; Thematic analysis; Population ageing; Sociology; Process (computing); Population; Psychology; Public relations; Political science; Computer science; Social science; Qualitative research; Medicine; World Wide Web","score_opus":0.6401857413048144,"score_gpt":0.5403570732103077,"score_spread":0.09982866809450675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200409955","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9033599,0.00036949545,0.0005534206,0.0019844547,0.00061815913,0.00073980284,0.000006154735,0.00006542054,0.09230321],"genre_scores_gemma":[0.99204046,0.000024977422,0.0020170645,0.003702441,0.0003146424,0.00050785905,0.00010636406,0.00002693207,0.0012592494],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9958472,0.0013833516,0.0009704766,0.00046848517,0.00057417434,0.0007562963],"domain_scores_gemma":[0.99746954,0.00070027256,0.000239804,0.00032020567,0.0012058761,0.00006429519],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005087665,0.00014493865,0.00020612759,0.00090962014,0.0009014566,0.000021357233,0.00012567158,0.00011594718,0.00024470157],"category_scores_gemma":[0.0003635521,0.000145802,0.00001721638,0.0050459807,0.000079835896,0.0001835101,0.00015713558,0.0014483886,0.00014482884],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006737868,0.00051940314,0.4080314,0.0010343018,0.000020124642,0.00002060301,0.15225297,0.000072461065,0.0012211478,0.39926165,0.0011992895,0.03629929],"study_design_scores_gemma":[0.0019879616,0.00019516017,0.02810538,0.006740982,0.000004045326,0.000001451213,0.881058,0.00046863552,0.008311718,0.008361129,0.06428763,0.00047791618],"about_ca_topic_score_codex":0.00017481435,"about_ca_topic_score_gemma":0.00010383184,"teacher_disagreement_score":0.728805,"about_ca_system_score_codex":0.000914465,"about_ca_system_score_gemma":0.00113397,"threshold_uncertainty_score":0.6933366},"labels":[],"label_agreement":null},{"id":"W4200414036","doi":"10.1093/geroni/igab046.3748","title":"Thriving-in-Place: Examining the impact of intergenerational living in the Toronto HomeShare Program","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Public Health; University of Toronto","funders":"","keywords":"Loneliness; Thematic analysis; Social isolation; Thriving; Focus group; Qualitative research; Qualitative property; Social exclusion; Gerontology; Psychology; Sociology; Public relations; Social psychology; Economic growth; Political science; Medicine; Social science","score_opus":0.07988465748988277,"score_gpt":0.43951142359244616,"score_spread":0.3596267661025634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200414036","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9882049,0.0005778911,0.00015819668,0.0008869109,0.00017720206,0.00020575507,0.000002401088,0.000016437614,0.0097703235],"genre_scores_gemma":[0.99912035,0.000003627155,0.00013465092,0.00012962484,0.00008009488,0.0001594021,0.000026410396,0.000009271787,0.00033657858],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99835795,0.00048613283,0.00047013356,0.0002235706,0.00017936352,0.00028286912],"domain_scores_gemma":[0.998843,0.0006157526,0.00011184214,0.00027771975,0.00014320048,0.000008455662],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021283766,0.00009510665,0.00014415171,0.00018751252,0.000058360733,0.00004745823,0.00024354023,0.000070263326,0.0006942895],"category_scores_gemma":[0.00046092286,0.00006419719,0.00002699631,0.0012586202,0.0000534886,0.00014016761,0.000070155074,0.00037464732,0.0000054245024],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014285617,0.00020457369,0.93134737,0.000011529969,0.000023840203,0.000029594112,0.03886132,0.00023115562,0.00025025054,0.005264838,0.0011069775,0.022654276],"study_design_scores_gemma":[0.00031485176,0.00006367926,0.9714249,0.00017460577,0.0000012580433,0.000026039601,0.02615128,0.0014792158,0.00003326934,0.00015565491,0.00009817469,0.000077092765],"about_ca_topic_score_codex":0.0014917833,"about_ca_topic_score_gemma":0.006008155,"teacher_disagreement_score":0.04007752,"about_ca_system_score_codex":0.00017140878,"about_ca_system_score_gemma":0.00013117993,"threshold_uncertainty_score":0.7601983},"labels":[],"label_agreement":null},{"id":"W4200416225","doi":"10.1093/geroni/igab046.3097","title":"Care Aides’ Perceptions of Caring for Nursing Home Residents With Past Psychological Trauma","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; University of Calgary; University of Alberta","funders":"","keywords":"Dementia; Psychological trauma; Medicine; Nursing; Perception; Psychology; Psychiatry; Disease","score_opus":0.029528129696995874,"score_gpt":0.3619120403416667,"score_spread":0.3323839106446708,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200416225","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9781832,0.000034779812,0.013884572,0.00062387635,0.0002502147,0.00010024336,0.000006718781,0.00001551241,0.0069008484],"genre_scores_gemma":[0.9954614,0.0000053478807,0.004050816,0.00010540404,0.00015862622,0.000019767735,0.000046563673,0.000006942083,0.00014510304],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99920833,0.000044765275,0.0002468596,0.0001600951,0.00019788895,0.00014204216],"domain_scores_gemma":[0.99918807,0.000047598143,0.00007673333,0.00007246195,0.00060208834,0.000013028994],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002411582,0.000052296753,0.000087878,0.00015978416,0.00023237833,0.00005161099,0.00007321141,0.0000486053,0.000021640577],"category_scores_gemma":[0.000070338174,0.000054323882,0.000024111165,0.00080551184,0.00006956331,0.00012501348,0.000008683279,0.00007901002,4.5236973e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024438748,0.00009320314,0.42833436,0.000052999218,0.000014894056,0.0000073982624,0.07830406,0.0027964523,0.0109276,0.4560402,0.00018423573,0.02322015],"study_design_scores_gemma":[0.00074405456,0.000059906506,0.7902867,0.00096301886,0.000011814701,0.000004299458,0.19836095,0.00083896465,0.0006559318,0.007560659,0.00025975038,0.00025391162],"about_ca_topic_score_codex":0.00019261558,"about_ca_topic_score_gemma":0.0012522724,"teacher_disagreement_score":0.44847956,"about_ca_system_score_codex":0.00018335014,"about_ca_system_score_gemma":0.00007043933,"threshold_uncertainty_score":0.22152637},"labels":[],"label_agreement":null},{"id":"W4200417346","doi":"10.1093/geroni/igab046.3454","title":"A Scoping Review of Psychological Sense of Community among Community Dwelling Older Adults","year":2021,"lang":"en","type":"review","venue":"Innovation in Aging","topic":"Birth, Development, and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Consortium canadien en neurodégénérescence associée au vieillissement; Public Health Agency; Public Health Agency of Canada","keywords":"PSoC; Thematic analysis; Operationalization; Sense of community; Psychology; Conceptualization; Scale (ratio); Construct (python library); Gerontology; Medicine; Social psychology; Sociology; Qualitative research; Social science; Geography; Computer science","score_opus":0.19085426721332852,"score_gpt":0.46849201817386693,"score_spread":0.27763775096053844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200417346","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014536922,0.9818377,0.00016737459,0.00008466254,0.0001520664,0.0017079879,0.000007941333,0.000030926996,0.0014744161],"genre_scores_gemma":[0.0031173571,0.99384916,0.001233031,0.0011393309,0.000041352883,0.00006497879,0.0005198643,0.000030882074,0.0000040393],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99459,0.0018036041,0.0028597282,0.00018410377,0.00031931294,0.00024323889],"domain_scores_gemma":[0.99611765,0.00056595117,0.0017135628,0.000811076,0.0007459075,0.000045824094],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.005472959,0.00028457204,0.0026067528,0.0006302507,0.00014638838,0.000007726733,0.00019302855,0.00029704944,0.00007681683],"category_scores_gemma":[0.0010884396,0.00025240917,0.00017164706,0.0030560168,0.00013435008,0.00006168974,0.00015101038,0.0028115553,0.0000023909404],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004966172,0.0003134823,0.0010474902,0.74680686,0.00003881239,0.00001005376,0.0014116149,1.1242878e-7,8.581106e-7,0.0010423617,0.00010309031,0.2492203],"study_design_scores_gemma":[0.00050035067,0.00004450711,0.0026606661,0.99451756,0.0001077356,0.00005828879,0.00047925007,0.0000016990258,0.0000074061463,0.0000865156,0.0013588864,0.00017711373],"about_ca_topic_score_codex":0.00030651814,"about_ca_topic_score_gemma":0.000055334327,"teacher_disagreement_score":0.24904318,"about_ca_system_score_codex":0.00014933808,"about_ca_system_score_gemma":0.0005388807,"threshold_uncertainty_score":0.9999928},"labels":[],"label_agreement":null},{"id":"W4200418569","doi":"10.1093/geroni/igab046.1508","title":"Challenges to Engage Low-Skilled Adults in Education and Training: An International Perspective","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Higher Education Learning Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Workforce; Life course approach; Adult education; Psychology; Demographic economics; Gerontology; Medical education; Medicine; Economic growth; Pedagogy; Economics; Social psychology","score_opus":0.06761240052238424,"score_gpt":0.4298157266065289,"score_spread":0.36220332608414463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200418569","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90795064,0.0001429999,0.000029436826,0.04591855,0.00078591064,0.00012516134,4.5895922e-7,0.000032862088,0.04501399],"genre_scores_gemma":[0.99600804,0.0001374224,0.0023041924,0.0006437424,0.00025587346,0.00004843198,0.0000112856715,0.000008064313,0.00058294],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99872744,0.00036498412,0.00024584637,0.0002997835,0.0002190143,0.00014295583],"domain_scores_gemma":[0.99896926,0.00021849848,0.00011228841,0.00009869288,0.00056043384,0.000040809817],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014935486,0.00006350091,0.00008129015,0.00045419275,0.00012397656,0.0001239846,0.00011523231,0.000051690073,0.00011936772],"category_scores_gemma":[0.0038498808,0.00008180167,0.0000065619292,0.0013243229,0.000035712226,0.0008883407,0.000023724446,0.00023140277,0.000009356159],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008268375,0.000179053,0.026832111,0.0000055992714,0.0000035675755,0.0000023751675,0.71900237,0.00004329804,0.00014976333,0.19157451,0.000022134991,0.062176965],"study_design_scores_gemma":[0.00025524132,0.000009982589,0.30731693,0.00015456235,0.0000010950876,0.0000019686115,0.65743643,0.00004445208,0.000053839954,0.0018886975,0.03272396,0.00011282043],"about_ca_topic_score_codex":0.0012105303,"about_ca_topic_score_gemma":0.004893788,"teacher_disagreement_score":0.28048483,"about_ca_system_score_codex":0.00033248588,"about_ca_system_score_gemma":0.0006490487,"threshold_uncertainty_score":0.4608945},"labels":[],"label_agreement":null},{"id":"W4200419265","doi":"10.1093/geroni/igab046.2576","title":"Metformin Preserves Mitochondrial Integrity at Old Age in Male Rats.","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Cancer-related cognitive impairment studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Metformin; Mitochondrial DNA; Internal medicine; Medicine; Diabetes mellitus; Endocrinology; Mitochondrion; Biology; Physiology; Gene; Genetics","score_opus":0.04288622380558209,"score_gpt":0.3296295649006417,"score_spread":0.2867433410950596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200419265","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.986868,0.00027224145,0.00015661212,0.0032782922,0.00058768975,0.00037006574,0.000006334712,0.000040581454,0.008420185],"genre_scores_gemma":[0.987616,0.000059569717,0.0012284187,0.0009978467,0.00024269798,0.00010084272,0.00012227845,0.000017628594,0.009614713],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99862975,0.00005679227,0.0005499,0.00028360655,0.00023982131,0.00024011753],"domain_scores_gemma":[0.9993016,0.00011050439,0.00010615,0.00017276683,0.00028692707,0.000022010681],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032340107,0.00012823424,0.00026750314,0.00047436942,0.000051229632,0.000021340147,0.000050368257,0.0000837201,0.0003419208],"category_scores_gemma":[0.0010455436,0.00013095631,0.00003470436,0.002175644,0.000054274835,0.00018505612,0.00014419627,0.00047101115,0.000021945103],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000426493,0.00037130358,0.8428202,0.00027118597,0.000113286194,0.0013503657,0.0038450463,0.00003797312,0.12930487,0.0025478366,0.009815337,0.009096099],"study_design_scores_gemma":[0.01097529,0.00016216101,0.7051834,0.0024292183,0.000069068796,0.00023350585,0.0036546749,0.00044205386,0.24757658,0.0024354232,0.026283238,0.0005553992],"about_ca_topic_score_codex":0.00018297434,"about_ca_topic_score_gemma":0.0012294423,"teacher_disagreement_score":0.13763681,"about_ca_system_score_codex":0.0005161283,"about_ca_system_score_gemma":0.00010920152,"threshold_uncertainty_score":0.5340243},"labels":[],"label_agreement":null},{"id":"W4200427757","doi":"10.1093/geroni/igab046.2113","title":"The Impacts of the COVID-19 Pandemic on Family Caregivers' Care Work, Anxiety, and Loneliness","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Loneliness; Anxiety; Pandemic; Distress; Coronavirus disease 2019 (COVID-19); Public health; Gerontology; Mental health; Medicine; Health care; Psychology; Psychiatry; Clinical psychology; Nursing; Political science; Disease","score_opus":0.07796943469398762,"score_gpt":0.39916606147225914,"score_spread":0.32119662677827154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200427757","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98782426,0.0014476419,0.00016768072,0.005724029,0.00041829378,0.00011112842,0.0000045047645,0.00001847544,0.00428401],"genre_scores_gemma":[0.99776584,0.000031175223,0.000011783719,0.0014412889,0.000042065887,0.000013507724,0.000007731909,0.0000070978285,0.00067950005],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99899185,0.00023129261,0.00023194496,0.00019451203,0.00014963732,0.00020078546],"domain_scores_gemma":[0.99896556,0.0003678513,0.000096967255,0.0003117102,0.00023448993,0.0000233939],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058932224,0.00007309747,0.00010009754,0.00010540244,0.00017358076,0.00002324104,0.00015711974,0.000080104735,0.000017189492],"category_scores_gemma":[0.00043677192,0.000048338206,0.000018179406,0.001203687,0.00015840206,0.000027000038,0.00008290721,0.0003253825,0.0000042363845],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004993694,0.0000133606345,0.954162,0.000025945556,0.000019113453,0.0000097207685,0.018874887,0.000033942946,0.00026653425,0.0051268777,0.003149538,0.018268112],"study_design_scores_gemma":[0.0016322831,0.000024225139,0.8932842,0.0001216823,0.000009603621,0.000060652972,0.08424439,0.000020039039,0.0002734171,0.00092737994,0.01924415,0.00015795443],"about_ca_topic_score_codex":0.00039964856,"about_ca_topic_score_gemma":0.00038012737,"teacher_disagreement_score":0.06536951,"about_ca_system_score_codex":0.00009494877,"about_ca_system_score_gemma":0.00016518237,"threshold_uncertainty_score":0.1971175},"labels":[],"label_agreement":null},{"id":"W4200429073","doi":"10.1093/geroni/igab046.3575","title":"Co-Designing a Virtual Reality Application to Enhance Reminiscence Therapy for Persons with Dementia","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Reminiscence; Dementia; Psychology; Psychotherapist; Virtual reality; Applied psychology; Medicine; Computer science; Human–computer interaction; Disease; Cognitive psychology","score_opus":0.026120748535065304,"score_gpt":0.32921959171028753,"score_spread":0.30309884317522223,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200429073","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43650836,0.000009162943,0.5595199,0.0016670559,0.00001960833,0.0005460958,0.000006390912,0.000027626482,0.0016958043],"genre_scores_gemma":[0.9795145,0.000011815089,0.017016422,0.0028428487,0.000033227625,0.000391226,0.000050384228,0.00001984346,0.00011977706],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99836856,0.000082427854,0.00035599366,0.0006093802,0.0002784986,0.000305114],"domain_scores_gemma":[0.99936765,0.00012552852,0.00015643315,0.00027210804,0.00003235769,0.00004594218],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001177633,0.00012502431,0.00011733774,0.0000871101,0.00019070186,0.00003714928,0.00012123669,0.0000417737,0.0001248134],"category_scores_gemma":[0.00012427133,0.00013358638,0.000013464956,0.0011964466,0.000064892156,0.000242051,0.000036457965,0.00014260517,0.000045520945],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005936724,0.000119571356,0.14116761,0.000017509701,0.000014320379,0.0000057065513,0.004788898,0.0031768866,0.68262196,0.0007545062,0.0005592221,0.16671443],"study_design_scores_gemma":[0.0011338044,0.00021513322,0.23488522,0.00020811726,0.000011974127,0.000010182921,0.0034282287,0.0041159224,0.72251743,0.0007247303,0.03210825,0.0006410265],"about_ca_topic_score_codex":0.00012662646,"about_ca_topic_score_gemma":0.00011321289,"teacher_disagreement_score":0.54300606,"about_ca_system_score_codex":0.00027186936,"about_ca_system_score_gemma":0.000045886736,"threshold_uncertainty_score":0.54474944},"labels":[],"label_agreement":null},{"id":"W4200430331","doi":"10.1093/geroni/igab046.1256","title":"Identity Theft and Older Adults: How Minorities and the Poor Suffer the Worst Consequences","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Cybercrime and Law Enforcement Studies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Identity theft; Identity (music); Disadvantaged; Psychology; Distress; Socioeconomic status; Social psychology; Medicine; Clinical psychology; Political science; Computer security; Environmental health; Law","score_opus":0.0167861556578779,"score_gpt":0.25679737902549493,"score_spread":0.24001122336761704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200430331","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9214935,0.002125513,0.010947675,0.062553726,0.0002724013,0.00017425373,0.0000010716975,0.000032468382,0.0023994215],"genre_scores_gemma":[0.99670106,0.00014467267,0.00025631228,0.0023772826,0.000037155518,0.000019136953,0.0000011454932,0.0000018735919,0.00046138567],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9993656,0.000067011795,0.00015939126,0.00015701301,0.0001430278,0.00010792831],"domain_scores_gemma":[0.9994522,0.00021731506,0.000054282675,0.00014698446,0.00012343554,0.000005834548],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000558807,0.00006652605,0.00008494017,0.00005603201,0.00027197372,0.0004090797,0.00016300772,0.000014679374,0.0000056657077],"category_scores_gemma":[0.000115986084,0.000038346203,0.0000100930765,0.0006335714,0.00030278953,0.000527617,0.0002405098,0.00009119306,6.308077e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003832347,0.0000060082803,0.024104875,0.000021935724,0.000015420592,0.0000051708344,0.0121956775,0.0000014567865,0.000075601456,0.95651686,0.00059498934,0.006458187],"study_design_scores_gemma":[0.007612204,0.00004220629,0.6970474,0.001058426,0.000048325044,0.0001800849,0.091193706,0.0078050015,0.009043775,0.16010237,0.024948152,0.0009183492],"about_ca_topic_score_codex":0.00039109983,"about_ca_topic_score_gemma":0.00044958142,"teacher_disagreement_score":0.7964145,"about_ca_system_score_codex":0.000009914849,"about_ca_system_score_gemma":0.000021061647,"threshold_uncertainty_score":0.3944765},"labels":[],"label_agreement":null},{"id":"W4200430780","doi":"10.1093/geroni/igab046.3442","title":"Stigma of Dementia During COVID-19: First Insights From a Twitter Study","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University of Saskatchewan","funders":"","keywords":"Dementia; Stigma (botany); Psychology; Thematic analysis; Misinformation; Medicine; Psychiatry; Gerontology; Qualitative research; Disease; Sociology; Computer security; Computer science","score_opus":0.04085275957738964,"score_gpt":0.32010764754635207,"score_spread":0.2792548879689624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200430780","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9947559,0.00014244275,0.0010399848,0.0031381077,0.00019015126,0.0002929707,0.0000035289183,0.000044301738,0.000392602],"genre_scores_gemma":[0.9975244,0.000003920196,0.00091616425,0.001174648,0.00009429047,0.0000270607,0.000064279215,0.00001555669,0.00017968602],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986336,0.00004291831,0.00061989354,0.00027340342,0.00029761673,0.00013254593],"domain_scores_gemma":[0.9991256,0.00011432107,0.00015473427,0.0003103819,0.00025057312,0.000044379405],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013480992,0.000104019964,0.00021775739,0.00039572586,0.00006999219,0.000018151,0.00006677794,0.000043371783,0.00030093853],"category_scores_gemma":[0.0006965062,0.00010864489,0.000020367808,0.0015323744,0.000028433575,0.00010975167,0.000082204024,0.00017318563,0.00001034464],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003905819,0.00037878056,0.947938,0.00019234297,0.00012828936,0.00033339544,0.017420929,0.00016292352,0.032506347,0.00014382842,0.0004126264,0.00034342852],"study_design_scores_gemma":[0.00492935,0.00004024401,0.9615038,0.00037535545,0.00004868175,0.000017900715,0.0054686046,0.00018336208,0.025779117,0.0005137346,0.0010093772,0.00013046947],"about_ca_topic_score_codex":0.0005176851,"about_ca_topic_score_gemma":0.0004352295,"teacher_disagreement_score":0.013565752,"about_ca_system_score_codex":0.0001403308,"about_ca_system_score_gemma":0.00015771577,"threshold_uncertainty_score":0.443041},"labels":[],"label_agreement":null},{"id":"W4200433607","doi":"10.1093/geroni/igab046.2897","title":"Descriptive Epidemiology of Fall-Related Injuries Among Older Adults in Ontario, Canada","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Emergency department; Epidemiology; Demography; Population; Descriptive statistics; Occupational safety and health; Injury prevention; Gerontology; Pediatrics; Poison control; Emergency medicine; Internal medicine; Environmental health; Psychiatry","score_opus":0.01674450977589224,"score_gpt":0.2729173676302152,"score_spread":0.2561728578543229,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200433607","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99368817,0.00004162773,0.00018318578,0.0007461172,0.0005092058,0.00007112341,0.000002352081,0.0000054820375,0.004752743],"genre_scores_gemma":[0.9986199,0.0000043043847,0.00022156915,0.0003577907,0.000018646353,0.000010039968,0.000036871745,0.0000040090295,0.00072683033],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99880695,0.00017948673,0.00054526614,0.00015094956,0.00014259291,0.0001747267],"domain_scores_gemma":[0.99922454,0.00015763647,0.00016013841,0.000061155384,0.00038324093,0.00001327105],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008466753,0.000056846788,0.00014531869,0.00016957235,0.00007375574,0.00000726592,0.00007398355,0.0000669702,0.00008725709],"category_scores_gemma":[0.00077378267,0.00006679816,0.000014481457,0.0009545752,0.00007256613,0.00013336007,0.000026999405,0.00018727712,2.7817208e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000001950772,0.000009644706,0.8308608,0.0000038412845,0.000004825967,0.000005430586,0.018326856,0.00053903926,0.000052152092,0.14987597,0.00009792728,0.0002215917],"study_design_scores_gemma":[0.00015747178,0.0000027700416,0.9785201,0.00019203422,9.949778e-7,2.0192192e-7,0.0166345,0.00080086314,0.00008171419,0.0033304952,0.00020387155,0.00007497718],"about_ca_topic_score_codex":0.9910115,"about_ca_topic_score_gemma":0.9997905,"teacher_disagreement_score":0.14765933,"about_ca_system_score_codex":0.0008424866,"about_ca_system_score_gemma":0.0015636126,"threshold_uncertainty_score":0.27737817},"labels":[],"label_agreement":null},{"id":"W4200439900","doi":"10.1093/geroni/igab046.556","title":"Who’s in the House: Staffing in Long-Term Care Homes During the COVID-19 Pandemic","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; McMaster University; Toronto Rehabilitation Institute; University Health Network","funders":"","keywords":"Workforce; Staffing; Pandemic; Workforce planning; Coronavirus disease 2019 (COVID-19); Long-term care; Business; Quality (philosophy); Medicine; Nursing; Economic growth; Economics","score_opus":0.06301270942313247,"score_gpt":0.41360410586634466,"score_spread":0.3505913964432122,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200439900","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98804176,0.001288234,0.00011005773,0.009178551,0.0005323402,0.00040072587,0.0000035688047,0.00007359546,0.0003711566],"genre_scores_gemma":[0.99740636,0.00012369637,0.000023533492,0.0019372993,0.00018255672,0.00009838585,0.000028337472,0.000021111999,0.00017869714],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99798,0.00050537195,0.00066674803,0.00023821354,0.00022977598,0.00037991686],"domain_scores_gemma":[0.99879175,0.00054684724,0.00018248153,0.00030121996,0.00015872212,0.000018966646],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013084578,0.00011402048,0.00018432898,0.0006360402,0.00042414997,0.00004172361,0.00020547298,0.000110055196,0.00005746535],"category_scores_gemma":[0.0005839577,0.00008375813,0.000021313994,0.0042725448,0.00003147325,0.0001313942,0.00009099024,0.00083527743,0.000008791325],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011453154,0.000013902496,0.9075884,0.00033039943,0.0000024303986,0.000056162236,0.08886439,0.00015932388,0.0002273091,0.00040735543,0.00030323848,0.0020356383],"study_design_scores_gemma":[0.0009917922,0.000004316164,0.89258057,0.0004963814,0.0000029938099,0.000009849189,0.1043313,0.000009453409,0.000035257082,0.0003008722,0.0011345785,0.000102623075],"about_ca_topic_score_codex":0.0006631241,"about_ca_topic_score_gemma":0.007503178,"teacher_disagreement_score":0.015466908,"about_ca_system_score_codex":0.00078005734,"about_ca_system_score_gemma":0.0005444214,"threshold_uncertainty_score":0.41869494},"labels":[],"label_agreement":null},{"id":"W4200447548","doi":"10.1093/geroni/igab046.446","title":"Nursing Home Social Services Directors Caring for Residents With Serious Mental Illness","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychosocial; Medicine; Competence (human resources); Mental illness; Psychological intervention; Nursing; Bachelor; Quarter (Canadian coin); Family medicine; Psychiatry; Psychology; Mental health","score_opus":0.029542200233936843,"score_gpt":0.38802640211680567,"score_spread":0.35848420188286884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200447548","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9942123,0.000112528774,0.00033588003,0.0017954904,0.0017998866,0.00034812329,0.0000124432445,0.00008454084,0.0012987612],"genre_scores_gemma":[0.9980579,0.000006031025,0.0005173649,0.00026814788,0.0004167778,0.00007430493,0.00019665812,0.000028167864,0.0004346315],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99872,0.00008715464,0.00042708754,0.0002366192,0.00018957267,0.00033958317],"domain_scores_gemma":[0.9992473,0.000089108275,0.00019864482,0.00010183416,0.00034477265,0.000018328186],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031571955,0.00010923589,0.0001919471,0.00027766885,0.00079940516,0.000032489603,0.00007271648,0.00009071222,0.000025991902],"category_scores_gemma":[0.000019311792,0.00011062772,0.000019694502,0.0014009571,0.000022199154,0.00019083625,0.000030692085,0.00021871891,0.0000038780836],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033513177,0.00014553282,0.62953746,0.0018379455,0.00007150156,0.000033195836,0.26731965,0.00003898041,0.011066085,0.0050905524,0.002851235,0.08167275],"study_design_scores_gemma":[0.0036463835,0.00003874629,0.8524702,0.0039563524,0.000040397405,0.000009353361,0.12863566,0.00013713456,0.0036657294,0.0025554989,0.00433336,0.00051119016],"about_ca_topic_score_codex":0.0005971785,"about_ca_topic_score_gemma":0.0005821819,"teacher_disagreement_score":0.22293274,"about_ca_system_score_codex":0.00039440455,"about_ca_system_score_gemma":0.00019340344,"threshold_uncertainty_score":0.61484593},"labels":[],"label_agreement":null},{"id":"W4200448259","doi":"10.1093/geroni/igab046.1025","title":"Comfort and Data Sharing With Artificial Companion Robots Among an Online Cohort","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Social Robot Interaction and HRI","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Spouse; Robot; Bivariate analysis; Psychology; Cohort; Computer science; Social psychology; Applied psychology; Demography; Artificial intelligence; Statistics; Machine learning; Mathematics; Sociology","score_opus":0.19497124208329902,"score_gpt":0.43171762139511555,"score_spread":0.23674637931181652,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200448259","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9906163,0.000014991769,0.004815956,0.0005522998,0.000496737,0.00009904192,0.000009517773,0.000058592632,0.0033365425],"genre_scores_gemma":[0.9969168,0.0000019447778,0.0010434875,0.00060538546,0.0002041564,0.000007752182,0.00090399274,0.000015291025,0.0003012001],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989531,0.000043245942,0.00034578913,0.0003995013,0.00011638288,0.00014197116],"domain_scores_gemma":[0.9992987,0.00003532594,0.000119522316,0.00039597554,0.00012677415,0.000023739096],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003574901,0.00008171333,0.00013054998,0.00017955274,0.00008748454,0.00009448749,0.00014183341,0.000054119453,0.00032367505],"category_scores_gemma":[0.00004250588,0.00008773061,0.0000053963986,0.0007651201,0.00004221142,0.0003732337,0.00010302807,0.00023418941,0.000007069998],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019342731,0.00013202838,0.95917135,0.0000041706617,0.000025868303,0.000030260491,0.0013274811,0.00015217166,0.00057124055,0.030291123,0.00022956598,0.00804539],"study_design_scores_gemma":[0.000308538,0.000012835008,0.9903007,0.00005523837,0.000008358598,0.000023780476,0.0042235367,0.0035005216,0.00009217705,0.00041747963,0.0009381773,0.00011863334],"about_ca_topic_score_codex":0.0006636212,"about_ca_topic_score_gemma":0.0021029986,"teacher_disagreement_score":0.031129368,"about_ca_system_score_codex":0.000034907123,"about_ca_system_score_gemma":0.000025909632,"threshold_uncertainty_score":0.35775504},"labels":[],"label_agreement":null},{"id":"W4200448848","doi":"10.1093/geroni/igab046.1205","title":"Supporting Patient Engagement in Dementia Research via Technology During the COVID-19 Pandemic","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Dementia; Coronavirus disease 2019 (COVID-19); Pandemic; Presentation (obstetrics); Videoconferencing; Plan (archaeology); Psychology; Knowledge management; Public relations; Medicine; Computer science; Political science; Multimedia","score_opus":0.13140807378080507,"score_gpt":0.4743444912985967,"score_spread":0.3429364175177916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200448848","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97091526,0.00022654282,0.0014877241,0.026430318,0.000106916916,0.0005612047,9.568655e-7,0.000057797166,0.00021330894],"genre_scores_gemma":[0.9948483,0.000032634227,0.0005721977,0.00420647,0.00006757326,0.00016737066,0.000050239058,0.000012234463,0.000042954507],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997666,0.00022647862,0.0009596918,0.00027084167,0.00041761316,0.00045938275],"domain_scores_gemma":[0.99909145,0.00015433262,0.00018595118,0.00023665835,0.00029031714,0.00004130016],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038385459,0.00008309377,0.00014952794,0.0013515803,0.00021605178,0.000015645883,0.000072242045,0.00005765136,0.00021098173],"category_scores_gemma":[0.0017455999,0.0000722839,0.000011890549,0.00472208,0.000054414017,0.000074159674,0.00012991278,0.0007222961,0.000006415096],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025456407,0.000054309476,0.9405764,0.00018403116,0.000013249323,0.00015661378,0.0027462102,0.00002391311,0.01946372,0.0010038249,0.0002834444,0.035468828],"study_design_scores_gemma":[0.00683772,0.00028266033,0.84821105,0.0004069563,0.000025213569,0.0004432813,0.042548895,0.00047129372,0.023886755,0.0057104835,0.070924826,0.00025087956],"about_ca_topic_score_codex":0.00024933915,"about_ca_topic_score_gemma":0.00041362655,"teacher_disagreement_score":0.092365354,"about_ca_system_score_codex":0.0005790721,"about_ca_system_score_gemma":0.0003971684,"threshold_uncertainty_score":0.31380573},"labels":[],"label_agreement":null},{"id":"W4200451136","doi":"10.1093/geroni/igab046.1213","title":"Childhood Physical Abuse Casts a Very Long Shadow: Physical and Mental Illness Among Older Adults","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University; University of Toronto","funders":"","keywords":"Medicine; Odds ratio; Anxiety; Mental health; Depression (economics); Marital status; Obesity; Psychiatry; Demography; Gerontology; Population; Internal medicine; Environmental health","score_opus":0.009472599789503334,"score_gpt":0.2804646001424353,"score_spread":0.27099200035293197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200451136","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9970452,0.0000760396,0.000066191584,0.00028335841,0.00044800958,0.00018611329,0.000007446627,0.000059089816,0.0018285334],"genre_scores_gemma":[0.9989241,0.0000047293693,0.000021152056,0.00036942022,0.00044999475,0.000033187473,0.00006784089,0.000025795736,0.000103831575],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988073,0.00005513142,0.0002686236,0.00043338144,0.00017035409,0.00026517973],"domain_scores_gemma":[0.9995106,0.00006565974,0.00008701011,0.0002230771,0.00007981254,0.00003383567],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000916714,0.00016205254,0.00020416071,0.00019437502,0.00009331364,0.000057573176,0.000075164106,0.00005880976,0.00010111959],"category_scores_gemma":[0.000018086972,0.00017119909,0.00003812025,0.0010415292,0.00006666891,0.00024078265,0.000049526978,0.00030753503,0.00004485653],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006715644,0.0023377526,0.52223754,0.00007010506,0.00015262078,0.00056231825,0.3142115,0.000012450771,0.0007671955,0.012702393,0.00064228056,0.14623672],"study_design_scores_gemma":[0.0024171264,0.000016330168,0.9913219,0.00025895154,0.000009488426,0.000060823008,0.0035166393,0.00025772405,0.0014896329,0.00029296454,0.0001252523,0.00023313193],"about_ca_topic_score_codex":0.00007904048,"about_ca_topic_score_gemma":0.000091406786,"teacher_disagreement_score":0.4690844,"about_ca_system_score_codex":0.000036568646,"about_ca_system_score_gemma":0.000019418363,"threshold_uncertainty_score":0.69812965},"labels":[],"label_agreement":null},{"id":"W4200454266","doi":"10.1093/geroni/igab046.1128","title":"Aging in the Right Place: A Conceptual Framework for Housing Insecure Older People","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; University of Calgary; Simon Fraser University","funders":"","keywords":"Aging in place; Conceptual framework; Older people; Conceptual model; Order (exchange); Public relations; Sociology; Psychology; Political science; Business; Gerontology; Computer science; Medicine; Social science; Finance","score_opus":0.02995480312290152,"score_gpt":0.34008320282192117,"score_spread":0.3101283996990197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200454266","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9712401,0.00038062935,0.013960921,0.011550628,0.00034875795,0.00030680405,0.0000017279856,0.00004347802,0.0021669357],"genre_scores_gemma":[0.9947897,0.000043316784,0.0016521608,0.0030772728,0.0003057429,0.00005123321,0.000011264429,0.000009751347,0.000059516315],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9987888,0.00019266616,0.00029226442,0.00019592962,0.0002465677,0.0002837844],"domain_scores_gemma":[0.99887866,0.0007431701,0.00009176087,0.0001205759,0.00015399803,0.000011861712],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010679922,0.00007707819,0.00011688321,0.00019328501,0.00035725863,0.0001379295,0.00015710897,0.00009626775,0.000086851716],"category_scores_gemma":[0.000708495,0.000070503374,0.000024225033,0.003326896,0.00006844201,0.00023521659,0.000023549523,0.00030145101,0.000002800549],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000059896797,0.000058512676,0.05930956,0.00002343646,0.0000073369856,0.00002153102,0.44566867,0.00012738437,0.0003279622,0.48977122,0.0009333663,0.0037450292],"study_design_scores_gemma":[0.0038698297,0.000054985343,0.06597963,0.004759491,0.0000355701,0.00001318049,0.4952513,0.0013272732,0.0068119294,0.2667287,0.15388532,0.0012827704],"about_ca_topic_score_codex":0.00032712857,"about_ca_topic_score_gemma":0.011471556,"teacher_disagreement_score":0.2230425,"about_ca_system_score_codex":0.00009410333,"about_ca_system_score_gemma":0.00023789877,"threshold_uncertainty_score":0.6401397},"labels":[],"label_agreement":null},{"id":"W4200455551","doi":"10.1093/geroni/igab046.450","title":"Medicare Costs by Disability and Community-Dwelling Status","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Global Health Care Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dementia; Gerontology; Medicine; Health and Retirement Study; Nursing homes; Quarter (Canadian coin); Population; Health care; Disease; Environmental health; Nursing; Geography","score_opus":0.06880575909932395,"score_gpt":0.46058630509434323,"score_spread":0.39178054599501927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200455551","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9865785,0.0006578948,0.00027482188,0.006024461,0.0005261637,0.00027331416,0.00004134834,0.00008221387,0.0055412785],"genre_scores_gemma":[0.99548024,0.00008484191,0.0005240158,0.0034049368,0.00007379301,0.000034971566,0.0002673371,0.000012894282,0.000116980846],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99692225,0.0014929745,0.0007491691,0.00018508975,0.00022273694,0.00042777864],"domain_scores_gemma":[0.9976347,0.001355628,0.00016890862,0.0002951089,0.00047183453,0.00007379539],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023164693,0.00009670399,0.00018908814,0.000075677795,0.0007592895,0.000012894575,0.00008020444,0.00012772139,0.0001532694],"category_scores_gemma":[0.00197006,0.00010475531,0.000008153162,0.0011994918,0.00010007041,0.00013384833,0.00015796795,0.0014746033,0.000027946113],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007779068,0.000058265374,0.9717986,0.00042914247,0.0000038375956,0.000004107113,0.010953939,0.0000024655776,0.00031874658,0.003335969,0.00623852,0.006848658],"study_design_scores_gemma":[0.0016120677,0.000034995835,0.7215428,0.0019195896,0.000006866291,0.0000029878645,0.12669724,0.0002995353,0.00040098114,0.0041562584,0.14302619,0.00030048547],"about_ca_topic_score_codex":0.0039492794,"about_ca_topic_score_gemma":0.0022916214,"teacher_disagreement_score":0.25025576,"about_ca_system_score_codex":0.00065989513,"about_ca_system_score_gemma":0.00022173034,"threshold_uncertainty_score":0.64065},"labels":[],"label_agreement":null},{"id":"W4200456428","doi":"10.1093/geroni/igab046.982","title":"Sense of Purpose in Life Promotes Resilience to Memory Deficits Related to Depressive Symptomatology","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Psychological Well-being and Life Satisfaction","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Psychology; Cognition; Neuropsychology; Recall; Psychological resilience; Clinical psychology; Depressive symptoms; Depression (economics); Effects of sleep deprivation on cognitive performance; Psychiatry","score_opus":0.021422535984619098,"score_gpt":0.33472463812897363,"score_spread":0.31330210214435456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200456428","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98019177,0.00006925388,0.0008705548,0.0022772679,0.0005816201,0.00029528484,0.0000026597565,0.00005796677,0.015653625],"genre_scores_gemma":[0.99725854,0.0000020547086,0.0006881345,0.0015530443,0.000018683895,0.00006328346,0.000009313474,0.000012526441,0.00039441875],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980431,0.00029557658,0.00078757387,0.00045308494,0.00014397649,0.00027669687],"domain_scores_gemma":[0.9990222,0.00024180424,0.0001756346,0.00030565637,0.00020463202,0.00005010332],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056418945,0.000117324074,0.00024934096,0.0007454274,0.00003302231,0.000012547509,0.00008310386,0.00016217482,0.00022753334],"category_scores_gemma":[0.0015590558,0.00012572607,0.000018854354,0.003719813,0.000033818356,0.00007049346,0.000057937472,0.0002763998,0.00010952961],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019696026,0.00039832835,0.7751976,0.000059360264,0.000040160903,0.0005916032,0.019536328,0.0039982735,0.11081608,0.05452969,0.0012069942,0.033428602],"study_design_scores_gemma":[0.0010007526,0.00009381507,0.97467285,0.0003089204,0.0000045408838,0.00014499495,0.0019512246,0.00011766847,0.017711964,0.003380739,0.00037374382,0.00023878718],"about_ca_topic_score_codex":0.00018058058,"about_ca_topic_score_gemma":0.000068146306,"teacher_disagreement_score":0.19947523,"about_ca_system_score_codex":0.000051715742,"about_ca_system_score_gemma":0.00004703592,"threshold_uncertainty_score":0.512696},"labels":[],"label_agreement":null},{"id":"W4200457429","doi":"10.1093/geroni/igab046.2601","title":"Development of a locator device usability scale for persons with dementia at risk of getting lost","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Adipokines, Inflammation, and Metabolic Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; University of Waterloo","funders":"","keywords":"Usability; Dementia; System usability scale; Focus group; Scale (ratio); Psychology; Computer science; Internet privacy; Medicine; Web usability; Business; Human–computer interaction","score_opus":0.020874666249584492,"score_gpt":0.2848062452947506,"score_spread":0.2639315790451661,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200457429","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9851454,0.00015954123,0.01386291,0.00014112533,0.00003706475,0.0002563945,0.000014501561,0.000009944268,0.00037311003],"genre_scores_gemma":[0.94602305,0.0000033862752,0.053640954,0.00008239982,0.000036563026,0.000027868848,0.000080145,0.000008647404,0.000096995085],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989662,0.000020562295,0.0005696446,0.0001541449,0.0001770005,0.00011244006],"domain_scores_gemma":[0.99879676,0.00006355388,0.00031035257,0.00013988883,0.0006663455,0.000023091783],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048223147,0.00007348966,0.00019499003,0.00015082183,0.000056784073,0.000004049777,0.00003118697,0.00002481002,0.000051222745],"category_scores_gemma":[0.00036607648,0.000066770684,0.000023203773,0.000772042,0.000046472192,0.00007012941,0.000023037195,0.000043293618,0.0000010465595],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008677739,0.00012502102,0.9563858,0.00077727844,0.00009121243,9.635705e-7,0.0034722174,0.00006686483,0.026103782,0.00031674924,0.000036379573,0.012536988],"study_design_scores_gemma":[0.0019025431,0.000019353198,0.7340274,0.000539373,0.00019018697,0.000005117615,0.0031778472,0.0005474144,0.25260624,0.000046465706,0.0068214005,0.00011668382],"about_ca_topic_score_codex":0.00002356937,"about_ca_topic_score_gemma":0.00021104746,"teacher_disagreement_score":0.22650245,"about_ca_system_score_codex":0.00006467878,"about_ca_system_score_gemma":0.00041448712,"threshold_uncertainty_score":0.27228293},"labels":[],"label_agreement":null},{"id":"W4200461163","doi":"10.1093/geroni/igab046.1060","title":"Older Adults and Family Discord or Violence During the COVID-19 Pandemic: Results of a Canada-Wide Survey","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Victoria; Simon Fraser University","funders":"","keywords":"Feeling; Pandemic; Domestic violence; Psychology; Mental health; Social media; Proxy (statistics); Coronavirus disease 2019 (COVID-19); Suicide prevention; Medicine; Psychiatry; Poison control; Medical emergency; Social psychology; Political science; Disease","score_opus":0.050782416607855166,"score_gpt":0.3321783980423928,"score_spread":0.28139598143453765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200461163","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99667025,0.00022005706,0.00010694804,0.0023762796,0.0001051043,0.000110605084,0.000018604007,0.00001427361,0.00037785608],"genre_scores_gemma":[0.9977494,0.00039074407,0.000026082153,0.0015375336,0.000031449817,0.000007565768,0.000009748485,0.0000041404055,0.00024335031],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99878067,0.00026145013,0.00034461307,0.00018063854,0.00025107543,0.00018155227],"domain_scores_gemma":[0.99863607,0.0008900724,0.00013242589,0.0001191296,0.00018968074,0.00003264822],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001282525,0.00005852243,0.000097388336,0.00007547545,0.00027149156,0.00003178083,0.0001110851,0.000032164182,0.00001015634],"category_scores_gemma":[0.0036960714,0.00004495877,0.0000070028104,0.001679436,0.000088924346,0.000105111365,0.00004242239,0.00011717552,1.5048633e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010426225,0.000012798316,0.96950734,0.000041316755,0.000006938783,0.000023167104,0.024430694,0.000024447261,0.0005870237,0.00026657767,0.0005576529,0.004437797],"study_design_scores_gemma":[0.00089966663,0.000005500539,0.9813529,0.00059127616,0.0000020519462,0.0000033459814,0.014516457,0.000023853325,0.0007152947,0.00025014055,0.0015268457,0.00011265072],"about_ca_topic_score_codex":0.6754381,"about_ca_topic_score_gemma":0.9745585,"teacher_disagreement_score":0.29912037,"about_ca_system_score_codex":0.0001489925,"about_ca_system_score_gemma":0.001470334,"threshold_uncertainty_score":0.44248095},"labels":[],"label_agreement":null},{"id":"W4200472073","doi":"10.1093/geroni/igab046.1442","title":"Factors Influencing Resident Responsive Behaviors Toward Staff in Nursing Homes: A Systematic Review","year":2021,"lang":"en","type":"review","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; University of Alberta; Dalhousie University","funders":"","keywords":"Staffing; Nursing; Qualitative research; Qualitative property; Psychology; Coding (social sciences); Interpersonal communication; Data extraction; Medicine; MEDLINE; Social psychology; Computer science; Sociology","score_opus":0.13303668751333972,"score_gpt":0.4890777165677649,"score_spread":0.35604102905442514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200472073","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002113891,0.99102163,0.000022056003,0.00023053744,0.0015260682,0.0046822787,0.000020871155,0.0001247491,0.000257902],"genre_scores_gemma":[0.00039275803,0.99749935,0.00007787194,0.00013346967,0.0001245297,0.00095589797,0.00039165074,0.00009654373,0.00032794764],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.98994064,0.0029591718,0.0050686216,0.0006867483,0.0006066553,0.00073816517],"domain_scores_gemma":[0.99449044,0.0015499303,0.0025118908,0.00073100923,0.0006537825,0.00006292521],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0035488936,0.00059414783,0.004272743,0.0031501087,0.00023787905,0.000050503586,0.00036513046,0.00054661947,0.00011240428],"category_scores_gemma":[0.0037040818,0.0005078263,0.000274691,0.008432667,0.00004092028,0.00024043399,0.00012129081,0.0020082947,0.000036250618],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002443175,0.0000418039,0.00022746339,0.9546929,0.000031560205,0.00006553022,0.024173876,6.572096e-7,4.871712e-7,0.00034543118,0.0015836799,0.018834159],"study_design_scores_gemma":[0.00018614912,0.000016418895,0.00015410651,0.9470074,0.0005910047,0.000007462097,0.040401254,4.72136e-7,3.362978e-7,0.00005226775,0.011161544,0.0004215548],"about_ca_topic_score_codex":0.00033921975,"about_ca_topic_score_gemma":0.000078751786,"teacher_disagreement_score":0.018412605,"about_ca_system_score_codex":0.0038447082,"about_ca_system_score_gemma":0.0022990631,"threshold_uncertainty_score":0.9999794},"labels":[],"label_agreement":null},{"id":"W4200474037","doi":"10.1093/geroni/igab046.3346","title":"Technology and Social Isolation, Loneliness, and Health Inequities Among Older Adults","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Loneliness; Social isolation; Gerontology; Psychological intervention; Social support; Social distance; Isolation (microbiology); Psychology; Psychological resilience; Pandemic; Population; Medicine; Environmental health; Disease; Social psychology; Coronavirus disease 2019 (COVID-19); Psychiatry","score_opus":0.031721868418106154,"score_gpt":0.3557994715734717,"score_spread":0.32407760315536555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200474037","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8732381,0.0006436392,0.0005322609,0.124727376,0.00016110184,0.00010008513,0.0000017710672,0.000045604396,0.0005500798],"genre_scores_gemma":[0.9949155,0.00014542518,0.00032008052,0.0042207073,0.0001339411,0.000010716214,0.000009932161,0.0000045443794,0.000239158],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99916095,0.000048080645,0.0003340144,0.00013571742,0.00010495054,0.00021629051],"domain_scores_gemma":[0.9996049,0.000039271916,0.000108325745,0.00003790942,0.00019138753,0.00001824047],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006937397,0.000049370654,0.00012649235,0.0002858598,0.00045977108,0.000062352534,0.000032108026,0.00007662938,0.000027114203],"category_scores_gemma":[0.00016567185,0.00005634043,0.000004766804,0.0012539448,0.00014585211,0.00020615416,0.0000379894,0.00011367126,6.2805736e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[8.796448e-7,0.00000659365,0.7452492,0.00011483506,0.0000013374391,0.0000013179601,0.016244432,3.270729e-7,0.000001036941,0.22058618,0.00041035895,0.017383482],"study_design_scores_gemma":[0.00033577727,0.0000030381345,0.94116384,0.00016680661,7.425138e-7,9.142346e-7,0.04587024,0.00008350494,0.000009830536,0.0059444243,0.00634298,0.000077930184],"about_ca_topic_score_codex":0.0026171927,"about_ca_topic_score_gemma":0.007832073,"teacher_disagreement_score":0.21464176,"about_ca_system_score_codex":0.00006813895,"about_ca_system_score_gemma":0.00026225546,"threshold_uncertainty_score":0.43704805},"labels":[],"label_agreement":null},{"id":"W4200481626","doi":"10.1093/geroni/igab046.207","title":"Arterial Stiffness and Age Moderate the Association Between Physical Activity and Cognition in Older Adults","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Cardiovascular Health and Disease Prevention","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal; McGill University","funders":"","keywords":"Arterial stiffness; Pulse wave velocity; Cognition; Moderation; Medicine; Physical activity; Internal medicine; Cardiology; Physical therapy; Psychology; Gerontology; Blood pressure; Psychiatry","score_opus":0.018501682898472867,"score_gpt":0.3041056309482426,"score_spread":0.28560394804976974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200481626","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9977403,0.000045352106,0.00072201306,0.0010636204,0.000057653255,0.0002453177,0.0000050714566,0.00001135467,0.00010928524],"genre_scores_gemma":[0.999478,0.0000127371395,0.000017456568,0.00015530415,0.0001879872,0.000026828146,0.00010356514,0.0000047187195,0.000013394538],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9993787,0.00009174969,0.00014099278,0.00014508699,0.0001465014,0.00009696821],"domain_scores_gemma":[0.9996856,0.00006730725,0.00006346172,0.00006235398,0.00010085153,0.000020468546],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003247304,0.000051989886,0.0001416633,0.00009240327,0.000043211418,0.000033733144,0.000007678835,0.00004077064,0.0000023149717],"category_scores_gemma":[0.00017046994,0.000047683174,0.000017943139,0.0003965598,0.00001109524,0.00011835516,0.000017216926,0.00013418224,5.885241e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014982688,0.00068971416,0.3923407,0.0013196196,0.00019777918,0.00015107355,0.00766413,0.00004034582,0.037575323,0.0011745867,0.000059092545,0.55728936],"study_design_scores_gemma":[0.0033996324,0.0000025156146,0.9932107,0.00021343167,0.000037626793,0.0000036478377,0.00014916073,0.0013879205,0.00080485805,0.0007327748,0.000012300122,0.000045479097],"about_ca_topic_score_codex":0.000049929095,"about_ca_topic_score_gemma":0.000032928943,"teacher_disagreement_score":0.60086995,"about_ca_system_score_codex":0.00006924379,"about_ca_system_score_gemma":0.000050103532,"threshold_uncertainty_score":0.19444634},"labels":[],"label_agreement":null},{"id":"W4200488645","doi":"10.1093/geroni/igab046.2663","title":"Employers ’ Response to Workers With Progressive Cognitive Impairment: A Review of Policy in Canada","year":2021,"lang":"en","type":"review","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; University of Waterloo; Sunnybrook Hospital; Wilfrid Laurier University","funders":"","keywords":"Government (linguistics); Dementia; Public relations; Accommodation; Tribunal; Psychology; Political science; Business; Public administration; Medicine; Law","score_opus":0.05161900187467127,"score_gpt":0.4316765586723254,"score_spread":0.38005755679765413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200488645","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00096784346,0.99131393,0.0000036399395,0.005321255,0.00010489689,0.001685084,0.000031660853,0.000008239869,0.000563437],"genre_scores_gemma":[0.00083782716,0.9935258,0.00008795283,0.0049567856,0.000063001,0.00036519056,0.00003650226,0.000018487974,0.00010842956],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.99696124,0.00085602485,0.0010432854,0.0002515483,0.000457094,0.00043079114],"domain_scores_gemma":[0.9980741,0.0008368599,0.00055539404,0.0001241665,0.0003352011,0.00007429303],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022479617,0.00017328188,0.0009949395,0.000725279,0.00007748889,0.000024811274,0.0001665453,0.000070305636,0.00005369475],"category_scores_gemma":[0.0032197908,0.0001529248,0.000044589855,0.008663223,0.000056613742,0.00008237791,0.000044128115,0.00027731355,0.0000012002691],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047191093,0.00003555948,0.025105596,0.10132988,0.000051803752,0.00018276827,0.0063442383,0.0000015959473,4.493909e-9,0.002596105,0.0015807422,0.86272454],"study_design_scores_gemma":[0.00013539844,0.000011982712,0.0027162232,0.4972936,0.00001925717,0.0000017686611,0.0067625046,5.7133718e-8,6.69199e-8,0.0000055858245,0.49289232,0.0001612288],"about_ca_topic_score_codex":0.8547144,"about_ca_topic_score_gemma":0.8001493,"teacher_disagreement_score":0.8625633,"about_ca_system_score_codex":0.0030507133,"about_ca_system_score_gemma":0.036235064,"threshold_uncertainty_score":0.96922857},"labels":[],"label_agreement":null},{"id":"W4200492482","doi":"10.1093/geroni/igab046.1478","title":"Understanding and Measuring Frailty: Insights From the Canadian NuAge and CLSA Cohorts","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Operationalization; Mediation; Test (biology); Psychology; Gerontology; Scale (ratio); Cohort; Geriatrics; Medicine; Sociology; Epistemology; Biology; Psychiatry","score_opus":0.11604201790423792,"score_gpt":0.2871293794012919,"score_spread":0.171087361497054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200492482","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9796555,0.0006523051,0.0008029502,0.013781959,0.00017392905,0.0001621054,0.0000050823364,0.000026294694,0.004739842],"genre_scores_gemma":[0.9966415,0.000028364246,0.00039796068,0.0026674778,0.00009622455,0.000005862281,0.000043429074,0.000013356078,0.000105780106],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99913836,0.00003848047,0.00025291598,0.0002211316,0.00018959194,0.00015954665],"domain_scores_gemma":[0.99944496,0.00015823853,0.000051701692,0.0001703051,0.00011527515,0.000059501577],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022152577,0.00009067975,0.00013915756,0.00021711244,0.00019680243,0.00009933583,0.000033296703,0.000067799636,0.000028241066],"category_scores_gemma":[0.00041900275,0.000079117475,0.0000076192537,0.0007921971,0.00006599585,0.0001268436,0.00003647988,0.000280862,0.000001645427],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011225508,0.00001665423,0.93772465,0.000067366025,0.00007272534,0.0004334392,0.013575245,0.000017164255,0.01177272,0.02869554,0.0009923873,0.0066208877],"study_design_scores_gemma":[0.0015009,0.000012303,0.96834904,0.0009929672,0.00002868207,0.000093253526,0.0051569096,0.0010723396,0.0032016528,0.014504394,0.004887171,0.00020038233],"about_ca_topic_score_codex":0.028918874,"about_ca_topic_score_gemma":0.27233708,"teacher_disagreement_score":0.24341822,"about_ca_system_score_codex":0.0003485293,"about_ca_system_score_gemma":0.00022908823,"threshold_uncertainty_score":0.97754765},"labels":[],"label_agreement":null},{"id":"W4200493766","doi":"10.1093/geroni/igab046.211","title":"Cohort Differences and Similarities in Women's Attitudes About Self and Aging","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Objectification; Cohort; Successful aging; Psychology; Life course approach; Gerontology; Identity (music); Cohort study; Qualitative property; Social psychology; Clinical psychology; Medicine","score_opus":0.03886903859760019,"score_gpt":0.364089860590035,"score_spread":0.3252208219924348,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200493766","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9925807,0.001102582,0.000084937696,0.0017119444,0.00013253465,0.00007092819,0.0000012571174,0.0000379574,0.004277127],"genre_scores_gemma":[0.9981996,0.00004994251,0.00021978903,0.0005563531,0.00003487596,0.0000564321,0.000004050658,0.0000073407023,0.0008716617],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99892205,0.00012632816,0.00027205952,0.00028965174,0.00010103211,0.00028886204],"domain_scores_gemma":[0.99955904,0.00018430072,0.000044731027,0.00011573468,0.00007574983,0.000020449817],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00070754136,0.000087300046,0.00017387232,0.00036658024,0.00007307464,0.00006727547,0.0000557045,0.00007190718,0.00010556151],"category_scores_gemma":[0.0000838102,0.00009207782,0.0000048224583,0.00064157427,0.00010194052,0.00010425595,0.000068777386,0.00028338822,0.0000028375712],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000067163933,0.000037631387,0.9666458,0.000043994612,0.00002259856,0.00006152799,0.015039901,7.0956685e-7,0.000063768966,0.010749682,0.000049873273,0.007277808],"study_design_scores_gemma":[0.00044170723,0.000009880049,0.989935,0.00009003295,0.0000016226422,0.000022292686,0.0075114453,0.000063737825,0.000027685988,0.00152327,0.00027820066,0.00009513665],"about_ca_topic_score_codex":0.00014304605,"about_ca_topic_score_gemma":0.00014976414,"teacher_disagreement_score":0.0232892,"about_ca_system_score_codex":0.000049687696,"about_ca_system_score_gemma":0.000035203193,"threshold_uncertainty_score":0.37548244},"labels":[],"label_agreement":null},{"id":"W4200501648","doi":"10.1093/geroni/igab046.1459","title":"Planning for Seniors Housing in Changing Cities: Lessons Learned From a Cross-National Exchange","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Public Health; University of Victoria; Sunnybrook Hospital","funders":"","keywords":"Affordable housing; Business; Best practice; Multidisciplinary approach; Economic growth; Public relations; Coronavirus disease 2019 (COVID-19); Face (sociological concept); Political science; Medicine; Sociology; Economics","score_opus":0.11958877461109768,"score_gpt":0.40483391806299857,"score_spread":0.2852451434519009,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200501648","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98133373,0.00029867698,0.010458894,0.0043863836,0.00041714287,0.00016032101,0.000020163205,0.00006622815,0.0028584467],"genre_scores_gemma":[0.99615973,0.000049345297,0.0015907448,0.00049999973,0.00064186135,0.000065158994,0.00008087887,0.000013396684,0.0008989036],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99863315,0.000083874,0.00036989854,0.00026736484,0.0003157591,0.00032993587],"domain_scores_gemma":[0.9990459,0.00032293535,0.00015221282,0.00006476894,0.00039807265,0.000016115526],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013805748,0.00009428782,0.00014763782,0.00081757794,0.0005872303,0.00018966048,0.000082037244,0.000068456626,0.00004557742],"category_scores_gemma":[0.0008924444,0.00011699084,0.000026571532,0.002524384,0.00006898766,0.00037133368,0.000041614207,0.00012862457,0.0000018357617],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007379333,0.000026311816,0.1711834,0.00003076657,0.000014669162,0.000011715017,0.7733778,0.0011574524,0.0003696261,0.049422298,0.00039240372,0.0040062275],"study_design_scores_gemma":[0.0037217895,0.000017727678,0.4948899,0.0013585817,0.00001812332,0.0000015066023,0.19430235,0.009780595,0.002107849,0.2016416,0.091050915,0.0011090541],"about_ca_topic_score_codex":0.0036807475,"about_ca_topic_score_gemma":0.011130539,"teacher_disagreement_score":0.5790754,"about_ca_system_score_codex":0.0002402859,"about_ca_system_score_gemma":0.00027004047,"threshold_uncertainty_score":0.6211102},"labels":[],"label_agreement":null},{"id":"W4200502439","doi":"10.1093/geroni/igab046.1444","title":"Sustainability of INFORM: A Complex Team-Based Improvement Intervention in Long-Term Care","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Saint Vincent University; University of Manitoba; University of Toronto; York University; University of Calgary; University of Alberta","funders":"","keywords":"Long-term care; Sustainability; Fidelity; Cluster randomised controlled trial; Intervention (counseling); Nursing; Control (management); Cluster (spacecraft); Baseline (sea); Randomized controlled trial; Medicine; Psychology; Computer science; Internal medicine; Political science","score_opus":0.03730821960579693,"score_gpt":0.41526067187679866,"score_spread":0.3779524522710017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200502439","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99449825,0.00007645428,0.0026357286,0.0010247882,0.00036719712,0.0005259485,0.0000064043898,0.000025132822,0.00084007473],"genre_scores_gemma":[0.99913365,0.0000016617655,0.00016775419,0.00018348286,0.000035388428,0.00007484284,0.0003032323,0.000007460106,0.000092526345],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99835306,0.00012949778,0.00097339484,0.00016081234,0.00015668347,0.00022655223],"domain_scores_gemma":[0.99828374,0.000083826366,0.00029304344,0.00020165317,0.0011244036,0.000013337833],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066599675,0.00007936748,0.00018592045,0.0004873049,0.00007466409,0.0000075189732,0.00006557165,0.00007854938,0.00014976888],"category_scores_gemma":[0.0003179402,0.00008635023,0.000035334404,0.0017088231,0.000023877788,0.00010671419,0.000060839797,0.0002672543,0.000002030233],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004589012,0.000118337666,0.92219555,0.0025851466,0.000004220412,0.000005713726,0.012008771,0.000082543724,0.0012470387,0.0008003227,0.0002356997,0.060670737],"study_design_scores_gemma":[0.0018971324,0.00004655402,0.9550239,0.0006648032,0.0000039471224,2.0515724e-7,0.039743964,0.00015465042,0.001551337,0.0005331834,0.00029241844,0.00008791278],"about_ca_topic_score_codex":0.00102913,"about_ca_topic_score_gemma":0.001661869,"teacher_disagreement_score":0.060582828,"about_ca_system_score_codex":0.0008960549,"about_ca_system_score_gemma":0.000488617,"threshold_uncertainty_score":0.352126},"labels":[],"label_agreement":null},{"id":"W4200502544","doi":"10.1093/geroni/igab046.3399","title":"Generational Multimorbidity Disease Clusters for British Cohorts Born 1921 – 1960","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Cohort; Dementia; Disease; Context (archaeology); Cohort effect; Cluster (spacecraft); Medicine; Epidemiology; Multimorbidity; Cohort study; Gerontology; Demography; Pediatrics; Geography; Internal medicine; Sociology","score_opus":0.03180590295373602,"score_gpt":0.3199370509043811,"score_spread":0.2881311479506451,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200502544","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9708815,0.00009862293,0.014635248,0.012080366,0.00080092065,0.00038338843,0.000045489694,0.00018432002,0.0008901062],"genre_scores_gemma":[0.9916803,0.000016974862,0.005768926,0.0011911498,0.000262243,0.000104171246,0.00019875674,0.000010385833,0.0007670403],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988823,0.00006359141,0.00030933274,0.00027470736,0.00023345946,0.00023660695],"domain_scores_gemma":[0.9992267,0.00008889353,0.00009304782,0.00012586532,0.00042824526,0.00003725043],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005528141,0.000065363936,0.000097841854,0.00015829141,0.00034269938,0.00012030105,0.0001155062,0.000079992315,0.000081311955],"category_scores_gemma":[0.0013086797,0.00009711012,0.000025714837,0.0009244349,0.00011611046,0.00026511328,0.000041296487,0.000114969705,0.0000046245405],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021500824,0.00027070293,0.7849226,0.000078427016,0.000037992497,0.00018533859,0.008063453,0.0009176347,0.0018242091,0.11727966,0.022936165,0.06346233],"study_design_scores_gemma":[0.002421133,0.000011030791,0.7057794,0.0002835926,0.000021863985,0.000009252525,0.002374264,0.007136411,0.0020354039,0.0278814,0.25139502,0.0006512806],"about_ca_topic_score_codex":0.0007703994,"about_ca_topic_score_gemma":0.00913191,"teacher_disagreement_score":0.22845885,"about_ca_system_score_codex":0.00015590647,"about_ca_system_score_gemma":0.00039458,"threshold_uncertainty_score":0.50958204},"labels":[],"label_agreement":null},{"id":"W4200508041","doi":"10.1093/geroni/igab046.045","title":"Effect of an eLearning Memory Program on Reducing Negative Impact of Age-Related Memory Changes","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University; Toronto Metropolitan University; Baycrest Hospital","funders":"","keywords":"Psychoeducation; Psychology; Worry; Randomized controlled trial; Intervention (counseling); Gerontology; Clinical psychology; Medicine; Psychiatry; Anxiety","score_opus":0.02064388547625602,"score_gpt":0.38677490669549597,"score_spread":0.36613102121923996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200508041","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9928965,0.00004554782,0.0000133900785,0.0001712842,0.000051565963,0.0005938411,0.000001334811,0.00003944881,0.006187076],"genre_scores_gemma":[0.9992052,0.0000058631817,0.00025773278,0.00003699,0.000037331138,0.000050806797,0.00008018174,0.00001706649,0.00030886487],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984927,0.00031508476,0.00039345163,0.00022326715,0.00035740566,0.00021810259],"domain_scores_gemma":[0.9989213,0.00020232842,0.00021219895,0.00016449906,0.00046560715,0.00003407113],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014021567,0.000116649906,0.00029606564,0.00069596834,0.00003484877,0.000014806011,0.000047857506,0.000056323595,0.00020291304],"category_scores_gemma":[0.00090935855,0.00009943486,0.000052066276,0.0021532532,0.00007699749,0.00010402917,0.000035335146,0.00032773282,0.0000025344457],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035931138,0.00045631928,0.043698575,0.00046854143,0.00014801849,0.00016137752,0.0022408043,0.0002294129,0.34601557,0.000039341085,0.000015024726,0.6061677],"study_design_scores_gemma":[0.0023007041,0.003421152,0.3047115,0.0012071948,0.00003021989,0.000014933303,0.00069507904,0.0011096597,0.6863943,0.000034584624,0.0000036822782,0.00007699536],"about_ca_topic_score_codex":0.0001120726,"about_ca_topic_score_gemma":0.0000048905063,"teacher_disagreement_score":0.6060907,"about_ca_system_score_codex":0.00010971647,"about_ca_system_score_gemma":0.00014358743,"threshold_uncertainty_score":0.4054836},"labels":[],"label_agreement":null},{"id":"W4200509116","doi":"10.1093/geroni/igab046.824","title":"Age Differences and Longitudinal Change in Exposure to Daily Stressors: Three Waves of Diary Data Across 20 Years","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Stressor; Longitudinal study; Longitudinal data; Gerontology; Demography; Psychology; Medicine; Clinical psychology","score_opus":0.23196847710896945,"score_gpt":0.4469115909877111,"score_spread":0.21494311387874165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200509116","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9971456,0.0006286274,0.00022010691,0.0012859231,0.00016553282,0.00010167885,0.000051435247,0.0000114775685,0.00038962782],"genre_scores_gemma":[0.99925256,0.000006693782,0.00025762356,0.00010940487,0.00006551189,0.000026726359,0.000080872764,0.0000071177137,0.00019346867],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988645,0.00010930047,0.00030154997,0.00034640016,0.00012920561,0.00024904657],"domain_scores_gemma":[0.9993201,0.00014496844,0.000060986175,0.00038992785,0.00006458867,0.000019457008],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007421558,0.00007476746,0.00017809836,0.0002382289,0.000028924875,0.00002870567,0.0002246175,0.00007268691,0.00007445794],"category_scores_gemma":[0.00015817549,0.00007811588,0.0000060372995,0.0009739619,0.00008531242,0.00014364433,0.00030177005,0.00022092507,0.0000053872154],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019863437,0.00005261101,0.9427559,0.000021011392,0.000015372027,0.00018818643,0.01438109,7.7698513e-7,0.00022620948,0.0011470148,0.00014429475,0.04104771],"study_design_scores_gemma":[0.00039358516,0.000024549112,0.9954228,0.00010027663,0.0000015302815,0.000006787289,0.0034008173,0.00005232454,0.000054505657,0.0003973894,0.00007154848,0.000073889576],"about_ca_topic_score_codex":0.0008730945,"about_ca_topic_score_gemma":0.00751737,"teacher_disagreement_score":0.05266694,"about_ca_system_score_codex":0.000013454682,"about_ca_system_score_gemma":0.000020023263,"threshold_uncertainty_score":0.41948688},"labels":[],"label_agreement":null},{"id":"W4200509592","doi":"10.1093/geroni/igab046.3133","title":"Minimally Adequate Mental Health Treatment and Mortality in Primary Care Older Adults With Depression and Anxiety","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Identity, Memory, and Therapy","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut Universitaire de Gériatrie de Montréal; Université de Montréal; Université de Sherbrooke","funders":"","keywords":"Medicine; Anxiety; Depression (economics); Context (archaeology); Receipt; Pharmacotherapy; Mental health; Psychiatry; Gerontology; Emergency medicine","score_opus":0.01789947500468098,"score_gpt":0.32311917596543205,"score_spread":0.3052197009607511,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200509592","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9953333,0.0025377437,0.000027412503,0.00037626922,0.0001893865,0.00027722365,0.000009070367,0.00001605907,0.0012334972],"genre_scores_gemma":[0.99876535,0.00019718937,0.0002004943,0.00051053474,0.00003239958,0.000040680105,0.0001268974,0.000010959673,0.00011549113],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99907744,0.0000873607,0.00027250568,0.00031261292,0.00008831185,0.00016175148],"domain_scores_gemma":[0.99967474,0.00001194796,0.00009778214,0.00013638393,0.000057366517,0.000021752558],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001699987,0.00010110542,0.00014844615,0.00015233237,0.00006313286,0.00002751379,0.000025657324,0.000043156266,0.000030890053],"category_scores_gemma":[0.0000025523054,0.000092509654,0.000007833029,0.0004050571,0.00002731174,0.000104853956,0.000019368397,0.000087399276,0.000001010252],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000084884865,0.00011716455,0.8977524,0.00006828346,0.000017279772,0.000022946357,0.035467617,0.0000010248034,0.00017917069,0.00019484952,0.00001989433,0.06607448],"study_design_scores_gemma":[0.0034310264,0.00006252482,0.9872501,0.0002363717,0.0000028099287,0.000019850357,0.008427614,0.000010567071,0.0003050439,0.000036306752,0.0001249052,0.00009291153],"about_ca_topic_score_codex":0.0010228413,"about_ca_topic_score_gemma":0.0017471716,"teacher_disagreement_score":0.08949766,"about_ca_system_score_codex":0.00016732384,"about_ca_system_score_gemma":0.00006798915,"threshold_uncertainty_score":0.3772434},"labels":[],"label_agreement":null},{"id":"W4200510701","doi":"10.1093/geroni/igab046.3176","title":"An International Review of Motor Vehicle Collision Risk with Medical Conditions in Older Adults","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Retinal Imaging and Analysis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Quebec Automobile Insurance Corporation; University of Toronto","funders":"","keywords":"Medicine; Depression (economics); Relative risk; Visual acuity; Macular degeneration; Epilepsy; Hearing loss; Audiology; Psychiatry; Pediatrics; Internal medicine; Surgery; Confidence interval","score_opus":0.010236118827010712,"score_gpt":0.33657014579268085,"score_spread":0.32633402696567015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200510701","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99214256,0.00028899813,0.0008283889,0.005839515,0.000039867406,0.00009566082,0.000007704622,0.0000120278855,0.0007452728],"genre_scores_gemma":[0.9961933,0.0012752761,0.0009034631,0.0012628239,0.0000401643,0.000013477488,0.0002470437,0.0000060566995,0.000058401787],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988974,0.00005795117,0.00044025542,0.00015284127,0.00038007772,0.000071515],"domain_scores_gemma":[0.99910367,0.000064544634,0.00014324512,0.0001444113,0.0005177778,0.0000263748],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000530515,0.000052690822,0.00017135171,0.00030805363,0.000016361904,0.000007772262,0.000053993845,0.00002778245,0.00027105716],"category_scores_gemma":[0.0010837785,0.000045087952,0.000019734858,0.0015990715,0.000032361146,0.00012395256,0.000012949286,0.00018244675,0.0000024537173],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054839846,0.00042822072,0.98025465,0.00073504256,0.0000306434,0.00016334276,0.0003497172,0.00004154225,0.0020867551,0.0006714849,0.00018882247,0.0149949165],"study_design_scores_gemma":[0.0030260254,0.00006273934,0.9209933,0.052400086,0.000042090312,0.000058569178,0.00072512665,0.01805701,0.003997326,0.00008185553,0.00044793726,0.000107885506],"about_ca_topic_score_codex":0.00012197497,"about_ca_topic_score_gemma":0.00002673441,"teacher_disagreement_score":0.059261322,"about_ca_system_score_codex":0.00004562661,"about_ca_system_score_gemma":0.00012384422,"threshold_uncertainty_score":0.29678857},"labels":[],"label_agreement":null},{"id":"W4200513994","doi":"10.1093/geroni/igab046.2768","title":"Behavioral correlates of subjective cognitive decline in the Canadian Longitudinal Study on Aging (CLSA)","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa; Brock University","funders":"","keywords":"Odds; Odds ratio; Logistic regression; Medicine; Cognition; Longitudinal study; Cognitive decline; Gerontology; Health and Retirement Study; Demography; Disease; Prospective cohort study; Population; Affect (linguistics); Internal medicine; Psychology; Environmental health; Psychiatry; Dementia; Pathology","score_opus":0.09452180258708677,"score_gpt":0.41892807118284264,"score_spread":0.3244062685957559,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200513994","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99419355,0.000026856927,0.00006484762,0.0012790058,0.00006639928,0.0005741751,0.0000067673973,0.0000066761213,0.0037817135],"genre_scores_gemma":[0.99917287,0.0000020485934,0.000021191669,0.0005624121,0.0000312113,0.000058881316,0.000070880116,0.000009024557,0.00007148973],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985527,0.00015849287,0.00038070657,0.00022043232,0.0004387838,0.0002489273],"domain_scores_gemma":[0.9989024,0.00018335666,0.000077789584,0.00011138007,0.0006945859,0.000030515408],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011188838,0.00009549416,0.00016769128,0.0008306182,0.000080951286,0.000038003356,0.00006459227,0.000035669458,0.00011349448],"category_scores_gemma":[0.0003648377,0.00008151889,0.00002195647,0.0025429707,0.000055742454,0.00008528289,0.000037162215,0.0004187358,0.0000071538548],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059755115,0.00075310067,0.989637,0.0000126437835,0.000022755294,0.00062170357,0.0041353665,0.0000026897926,0.00025489597,0.00033711645,0.000007380413,0.0041555655],"study_design_scores_gemma":[0.0021492306,0.00036203107,0.9721381,0.00029773408,0.000028671036,0.000020844478,0.022318395,0.0000446523,0.0023825052,0.00017618443,0.000012105756,0.00006955428],"about_ca_topic_score_codex":0.020489808,"about_ca_topic_score_gemma":0.15216792,"teacher_disagreement_score":0.13167812,"about_ca_system_score_codex":0.00018500882,"about_ca_system_score_gemma":0.00043473818,"threshold_uncertainty_score":0.98603284},"labels":[],"label_agreement":null},{"id":"W4200516498","doi":"10.1093/geroni/igab046.3208","title":"Age Differences in Positive Event Appraisals during COVID-19: Evidence from a Daily Diary Study","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Gratitude; Feeling; Psychology; Happiness; Coronavirus disease 2019 (COVID-19); Young adult; Pandemic; Worry; Demography; Gerontology; Developmental psychology; Medicine; Social psychology; Anxiety; Psychiatry","score_opus":0.08588202276303322,"score_gpt":0.41902721660549996,"score_spread":0.33314519384246677,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200516498","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.984342,0.00029428257,0.0004909568,0.013690052,0.00035360377,0.00032849418,0.0000071460872,0.00003783828,0.0004556269],"genre_scores_gemma":[0.9965646,0.00009169882,0.00012994665,0.002843378,0.00013069985,0.00006486297,0.000009690765,0.0000058866854,0.00015920684],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99764913,0.0007210043,0.0005865524,0.0003103539,0.00039962112,0.00033331616],"domain_scores_gemma":[0.99803644,0.0015072336,0.00014029654,0.0001377279,0.00009943516,0.000078881065],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019664601,0.0000937629,0.00022523363,0.00025098602,0.00034350067,0.00014491272,0.00017659353,0.000055824967,0.00014648875],"category_scores_gemma":[0.005675282,0.00010049948,0.000019629651,0.001886879,0.00006400225,0.000402878,0.000088893394,0.00021267284,0.000004886738],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007659071,0.00008138352,0.8996316,0.00004322453,0.000005172821,0.0001769909,0.09653708,0.000027605278,0.000075921525,0.0028999012,0.00002619917,0.0004872137],"study_design_scores_gemma":[0.0003293605,0.000005641863,0.92230064,0.00036860208,0.0000022111685,2.6867033e-7,0.07516189,0.000029493005,0.000056855682,0.0015158614,0.00012158047,0.00010760726],"about_ca_topic_score_codex":0.059629895,"about_ca_topic_score_gemma":0.04974228,"teacher_disagreement_score":0.022668984,"about_ca_system_score_codex":0.00041283417,"about_ca_system_score_gemma":0.0006537054,"threshold_uncertainty_score":0.9675974},"labels":[],"label_agreement":null},{"id":"W4200516651","doi":"10.1093/geroni/igab046.1426","title":"Families as Valued Contributors to LTC Residents' Quality of Life: Policy Perspectives","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Mount Saint Vincent University","funders":"","keywords":"Terminology; Task (project management); Quality (philosophy); Psychology; Public relations; Gerontology; Political science; Medicine; Management; Linguistics; Economics","score_opus":0.04650221312752566,"score_gpt":0.418188895014067,"score_spread":0.3716866818865413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200516651","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95708144,0.00013229028,0.00036290556,0.023495292,0.0001943338,0.00009673461,0.0000061400133,0.000022315318,0.01860858],"genre_scores_gemma":[0.9973394,0.00004206175,0.00021706925,0.0009459646,0.00023229764,0.0000064656215,0.0000012727132,0.0000029808682,0.0012124607],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9985043,0.00020140987,0.00037779493,0.00018869713,0.00051624945,0.00021154054],"domain_scores_gemma":[0.9989145,0.00015044877,0.00020588672,0.00009816026,0.0005898576,0.00004119334],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0015781639,0.000053157073,0.0001474765,0.00017256691,0.00019979854,0.00006334874,0.00016208689,0.000045439134,0.000075086806],"category_scores_gemma":[0.012436555,0.000058679983,0.000026359676,0.00496162,0.00015173189,0.00022567755,0.000047909853,0.00007403619,0.0000080726595],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000047402873,0.000021439739,0.18104175,0.0000042284005,0.000003916552,8.2477624e-7,0.07969186,0.000022983742,0.0010604084,0.7366816,0.00040202227,0.0010642664],"study_design_scores_gemma":[0.00021821487,0.000006994355,0.7567604,0.00003664192,9.424329e-7,5.6906444e-8,0.21803956,0.000003373337,0.00081176736,0.020368025,0.003656425,0.00009754913],"about_ca_topic_score_codex":0.17992589,"about_ca_topic_score_gemma":0.016127095,"teacher_disagreement_score":0.71631354,"about_ca_system_score_codex":0.00025982514,"about_ca_system_score_gemma":0.0010801051,"threshold_uncertainty_score":0.9958821},"labels":[],"label_agreement":null},{"id":"W4200520391","doi":"10.1093/geroni/igab046.934","title":"Home Care Services for Seniors: A Typology of Instruments and Administrative Burdens in Industrialized Countries","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Social Policy and Reform Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Concordia University","funders":"","keywords":"Autonomy; Conceptualization; Welfare state; Social policy; Generosity; Social Welfare; Typology; Long-term care; Construct (python library); Economic growth; Political science; Developed country; Public economics; Business; Public relations; Medicine; Sociology; Nursing; Politics; Economics; Environmental health","score_opus":0.05376493365946016,"score_gpt":0.3900013706392537,"score_spread":0.33623643697979355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200520391","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99318093,0.000098344884,0.000002821205,0.0037676853,0.0001970673,0.00017222237,0.000018852335,0.000007991739,0.0025540856],"genre_scores_gemma":[0.99940056,0.0000888354,0.00009011636,0.00018212854,0.00012485689,0.00002408899,0.00001220857,0.000002799654,0.000074381394],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9993314,0.0000712032,0.0002707917,0.00009955357,0.000093248585,0.00013378054],"domain_scores_gemma":[0.9994806,0.00010566465,0.00012450576,0.000031901203,0.0002486724,0.0000086348],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029712726,0.000049396018,0.0001519498,0.00014962126,0.00014450322,0.000020765287,0.000041249164,0.000092170696,0.000004588887],"category_scores_gemma":[0.00020210314,0.000048539707,0.000009866986,0.00083328737,0.0001741109,0.00010640922,0.000026768903,0.000066942484,1.5978365e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047459154,0.000019547904,0.42854285,0.00014764362,0.00002608666,0.0000027074968,0.34853116,0.0000016231073,0.00016742351,0.21913375,0.000017211045,0.0033625553],"study_design_scores_gemma":[0.0025858807,0.000046515237,0.074178144,0.00025610943,0.000009734824,6.537717e-7,0.8775931,0.000006371155,0.001921595,0.038557902,0.004672638,0.00017132978],"about_ca_topic_score_codex":0.0023090304,"about_ca_topic_score_gemma":0.009840718,"teacher_disagreement_score":0.529062,"about_ca_system_score_codex":0.000058865502,"about_ca_system_score_gemma":0.0002287212,"threshold_uncertainty_score":0.54913515},"labels":[],"label_agreement":null},{"id":"W4200521640","doi":"10.1093/geroni/igab046.2620","title":"Comparing Working Memory and Verbal Learning in Older Adult Musicians and Non-musicians","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Memory span; Psychology; California Verbal Learning Test; Working memory; Verbal learning; Recall; Cognitive psychology; Audiology; Short-term memory; Verbal memory; Cognition; Developmental psychology; Neuroscience; Medicine","score_opus":0.02163762677419798,"score_gpt":0.28092669554036237,"score_spread":0.25928906876616437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200521640","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9866545,0.00011039997,0.00053561816,0.0032437197,0.00021156129,0.000121396806,1.7674093e-7,0.000114951035,0.009007684],"genre_scores_gemma":[0.9984323,0.000039482835,0.00055520225,0.00075192546,0.00008606682,0.000011497425,0.0000034219195,0.000011801656,0.00010835207],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99880207,0.000092668495,0.00033443075,0.0003001429,0.0001696157,0.00030104927],"domain_scores_gemma":[0.99955297,0.00010948008,0.000108505876,0.00009015088,0.000119379154,0.000019537472],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00064616074,0.00009670979,0.0001715045,0.00045927023,0.00026969353,0.00009877175,0.00008699427,0.00012398025,0.000008792658],"category_scores_gemma":[0.00042115946,0.00012495054,0.000008649347,0.002190963,0.0001568346,0.00023803675,0.00010502719,0.0004599005,0.0000017363948],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000026608989,0.000022041988,0.8745775,0.00001862857,0.000004652329,0.00004764731,0.07487601,0.0001123588,0.0010621405,0.008112351,0.000033585406,0.041130424],"study_design_scores_gemma":[0.0014727612,0.000008719148,0.884284,0.0010193877,0.0000061680194,0.000008243633,0.105258465,0.0028812862,0.0007979555,0.001918559,0.002005161,0.00033926973],"about_ca_topic_score_codex":0.0012725434,"about_ca_topic_score_gemma":0.018994397,"teacher_disagreement_score":0.040791154,"about_ca_system_score_codex":0.00011488727,"about_ca_system_score_gemma":0.00008714613,"threshold_uncertainty_score":0.9989064},"labels":[],"label_agreement":null},{"id":"W4200521785","doi":"10.1093/geroni/igab046.1480","title":"Validation of a Frailty Ladder Using Rasch Analysis: If the Shoe Fits","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre; Université du Québec à Montréal; Queen's University; McGill University","funders":"","keywords":"Rasch model; Construct (python library); Polytomous Rasch model; Rehabilitation; Psychology; Set (abstract data type); Measure (data warehouse); Test (biology); Physical therapy; Item response theory; Psychometrics; Gerontology; Clinical psychology; Medicine; Computer science; Developmental psychology; Data mining","score_opus":0.061070945064088125,"score_gpt":0.3477314855771561,"score_spread":0.286660540513068,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200521785","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.981598,0.00007154035,0.013537077,0.0033050305,0.000118186865,0.00014263258,0.000003910246,0.000023939863,0.0011996882],"genre_scores_gemma":[0.99588156,0.000004126522,0.0029059572,0.00065910403,0.00007859301,0.0000055728115,0.00011088326,0.000010748825,0.0003434645],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99873084,0.00006847349,0.00056382566,0.00018894265,0.00031286283,0.00013503498],"domain_scores_gemma":[0.9987176,0.00010509275,0.0001966939,0.00032545763,0.0006413121,0.000013815319],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000525194,0.00008515703,0.00021576049,0.0005232648,0.000046823312,0.000023595288,0.00006556046,0.00005719585,0.00021268528],"category_scores_gemma":[0.0006145257,0.000071981885,0.000051651285,0.006398075,0.00003619191,0.00013282768,0.00004165649,0.00019202448,0.0000039937668],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031633645,0.0001861854,0.70735765,0.00018505432,0.0006968824,0.00004209582,0.0059329187,0.01580763,0.2560753,0.0031175471,0.00061032956,0.009956789],"study_design_scores_gemma":[0.0021918442,0.000027707927,0.58360815,0.0006544213,0.0006492219,0.00005166597,0.00316671,0.044456594,0.3626078,0.0010117124,0.0013172851,0.00025686756],"about_ca_topic_score_codex":0.00009974119,"about_ca_topic_score_gemma":0.000020166664,"teacher_disagreement_score":0.12374949,"about_ca_system_score_codex":0.0000766678,"about_ca_system_score_gemma":0.00013776266,"threshold_uncertainty_score":0.30740628},"labels":[],"label_agreement":null},{"id":"W4200526836","doi":"10.1093/geroni/igab046.1208","title":"Optimism Is Prospectively Associated With Resilience During the COVID-19 Pandemic","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Optimism, Hope, and Well-being","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Optimism; Pandemic; Loneliness; Context (archaeology); Psychological resilience; Coronavirus disease 2019 (COVID-19); Psychology; Feeling; Social isolation; Clinical psychology; Medicine; Social psychology; Psychiatry; Internal medicine; Geography; Disease","score_opus":0.03409555070483171,"score_gpt":0.33332145242763667,"score_spread":0.29922590172280494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200526836","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9734919,0.00008945976,0.0026451438,0.0030744846,0.00020948332,0.00021623369,0.000003899091,0.00012306076,0.020146327],"genre_scores_gemma":[0.99044,0.000010654965,0.00025721986,0.0040905424,0.00006614132,0.000056293316,0.000010986916,0.00002175245,0.005046394],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985421,0.00014009929,0.00038342486,0.00040183627,0.00021816944,0.0003144009],"domain_scores_gemma":[0.9990162,0.00020968755,0.0002185123,0.00029169556,0.00023164718,0.000032241027],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00079217623,0.00013161227,0.00014722189,0.0002000953,0.00026836328,0.00007518638,0.00016944509,0.00008810174,0.00033336677],"category_scores_gemma":[0.00046221478,0.000108283406,0.000019648262,0.0025235151,0.00008484669,0.00015185695,0.000051478342,0.00039268003,0.000022325692],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049675586,0.000088006986,0.9532143,0.000022878521,0.00006729233,0.00015733099,0.026941365,0.0023557676,0.0027440928,0.012640179,0.00082254154,0.00089657475],"study_design_scores_gemma":[0.0028596818,0.00004065512,0.9793841,0.00018370926,0.00001902586,0.0001863049,0.0069819693,0.00057352055,0.0022596237,0.0040656165,0.002995566,0.00045020608],"about_ca_topic_score_codex":0.00013848249,"about_ca_topic_score_gemma":0.00008011251,"teacher_disagreement_score":0.026169825,"about_ca_system_score_codex":0.00032013436,"about_ca_system_score_gemma":0.00016304855,"threshold_uncertainty_score":0.4415669},"labels":[],"label_agreement":null},{"id":"W4200531334","doi":"10.1093/geroni/igab046.3664","title":"Allostatic Load Following Short-Term Intervention: Cognition in Older Hypertensive Adults","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Allostatic load; Medicine; Cognition; Internal medicine; Psychological intervention; Gerontology; Montreal Cognitive Assessment; Population; Physical therapy; Cognitive impairment; Psychiatry","score_opus":0.09147842431524704,"score_gpt":0.4021123628161993,"score_spread":0.3106339385009522,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200531334","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9932406,0.00021894125,0.0004837043,0.0030100592,0.00040800544,0.00027614372,0.0000014684279,0.00002565715,0.0023354413],"genre_scores_gemma":[0.99624205,0.000018396704,0.00037797028,0.002998055,0.000049310056,0.000023928518,0.00014303866,0.000011617857,0.00013565308],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99874836,0.000061883475,0.00055421656,0.00021157508,0.00025615282,0.00016780417],"domain_scores_gemma":[0.99935406,0.00014490414,0.00008079421,0.00010157545,0.00029083376,0.000027846603],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003485656,0.00009394172,0.0001981002,0.0002482544,0.00002650924,0.000026592099,0.000028868884,0.000047191526,0.00015957077],"category_scores_gemma":[0.0006195577,0.00009656656,0.000053668962,0.0010070824,0.0000129302525,0.0003111401,0.000031760344,0.0002823873,0.000018529909],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018421539,0.0005315659,0.9472342,0.0004189353,0.00007152797,0.00130632,0.0022112187,0.000011725896,0.009178688,0.00040034976,0.00010389309,0.038347322],"study_design_scores_gemma":[0.01086981,0.00010471728,0.9585631,0.005914908,0.00013866562,0.0001414162,0.0044591576,0.0065874127,0.010962894,0.00070113444,0.0012085014,0.0003482772],"about_ca_topic_score_codex":0.000021610922,"about_ca_topic_score_gemma":0.00004183498,"teacher_disagreement_score":0.037999045,"about_ca_system_score_codex":0.00013013219,"about_ca_system_score_gemma":0.00006514398,"threshold_uncertainty_score":0.393787},"labels":[],"label_agreement":null},{"id":"W4200533528","doi":"10.1093/geroni/igab046.1975","title":"Well-Being During the COVID-19 Pandemic: The Roles of Age, Race, and Gender","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Loneliness; Social isolation; Psychology; Psychosocial; Pandemic; Ethnic group; Social distance; Context (archaeology); Psychological resilience; Cohort; Gerontology; Developmental psychology; Demography; Coronavirus disease 2019 (COVID-19); Social psychology; Medicine; Sociology; Psychiatry; Disease","score_opus":0.06688796916088861,"score_gpt":0.44860880340509096,"score_spread":0.38172083424420233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200533528","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9668561,0.00014097015,0.0006585595,0.01978029,0.000529821,0.00025624078,0.0000017238273,0.000024982734,0.011751272],"genre_scores_gemma":[0.9821813,0.000045730892,0.00013156027,0.010695337,0.00013919635,0.000081969316,0.000017735345,0.000008637929,0.006698503],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99855167,0.00046108506,0.00053533615,0.0001387238,0.00016574793,0.00014741476],"domain_scores_gemma":[0.99862623,0.00056683284,0.00025483975,0.00017482364,0.0003574088,0.000019833402],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012889586,0.000068448135,0.000100036734,0.00014479016,0.0006492768,0.000015627738,0.00008968441,0.00006753616,0.00020112138],"category_scores_gemma":[0.0008215054,0.000044282635,0.000011411038,0.0012682751,0.000051519073,0.00010655518,0.00008931944,0.00041427437,0.0000072784655],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004671985,0.000037268168,0.72793233,0.00031448025,0.00001900182,0.000004760171,0.074548304,0.00012991202,0.015813177,0.17669424,0.0031126908,0.0013470892],"study_design_scores_gemma":[0.0016874443,0.0000066200464,0.7259076,0.00037929424,0.000015364301,0.000021079824,0.14523388,0.00062846974,0.0013908199,0.0215253,0.10298498,0.00021911575],"about_ca_topic_score_codex":0.000038271824,"about_ca_topic_score_gemma":0.00032438274,"teacher_disagreement_score":0.15516895,"about_ca_system_score_codex":0.00013508832,"about_ca_system_score_gemma":0.0007235166,"threshold_uncertainty_score":0.4993778},"labels":[],"label_agreement":null},{"id":"W4200534109","doi":"10.1093/geroni/igab046.2900","title":"Fall-Related Injury in Older Adult Home Care Recipients: A Descriptive Population Study","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Descriptive statistics; Population; Gerontology; Demography; Environmental health","score_opus":0.014361374752079471,"score_gpt":0.30359496924043866,"score_spread":0.28923359448835917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200534109","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99546176,0.000030628133,0.00015156198,0.00038052053,0.0009017976,0.0002496849,0.000004121576,0.000029094854,0.0027908338],"genre_scores_gemma":[0.9990546,0.000007687565,0.00012395628,0.00024421798,0.00006978272,0.000039590173,0.00011182072,0.000010078758,0.00033827894],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985469,0.00021288602,0.00047807387,0.00024624518,0.0003296237,0.00018627131],"domain_scores_gemma":[0.99891955,0.000026660526,0.00011093314,0.000095288524,0.00083256006,0.000014991222],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005180509,0.00008215449,0.00011257341,0.00044307898,0.00018268848,0.000099220546,0.00008935877,0.000074616306,0.000029670357],"category_scores_gemma":[0.0003306663,0.00009932146,0.00001941676,0.0027141036,0.000020032008,0.00034294857,0.000039355797,0.00018528813,0.0000041048784],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000039739843,0.00007369256,0.84056497,0.0000039528563,0.000005964207,0.0000109684415,0.0890193,0.00035971732,0.00021190156,0.06722989,0.000024390798,0.0024912874],"study_design_scores_gemma":[0.00046243722,0.000015488635,0.86822695,0.00016102479,0.0000029021676,2.8435394e-7,0.12770122,0.0008297176,0.00002282105,0.0023381219,0.000084967716,0.00015406942],"about_ca_topic_score_codex":0.007140434,"about_ca_topic_score_gemma":0.03474132,"teacher_disagreement_score":0.06489177,"about_ca_system_score_codex":0.0007329959,"about_ca_system_score_gemma":0.0001337511,"threshold_uncertainty_score":0.9994711},"labels":[],"label_agreement":null},{"id":"W4200534432","doi":"10.1093/geroni/igab046.3554","title":"A walk in the country: storying rural journeys of dementia care","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"Dementia; Narrative; Qualitative research; Narrative inquiry; Gerontology; Psychology; Medicine; Sociology; Disease; Social science","score_opus":0.0387786597916345,"score_gpt":0.38745041744354203,"score_spread":0.3486717576519075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200534432","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99152786,0.0008857039,0.00014814842,0.0020839735,0.0008063555,0.0001570292,0.0000036445822,0.00001225335,0.004375036],"genre_scores_gemma":[0.99903184,0.000018624785,0.00015341693,0.0005549068,0.00011215902,0.000020838366,0.00004997279,0.0000065378026,0.00005170677],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99882156,0.00023594525,0.0004994757,0.00008357612,0.00017653262,0.0001828972],"domain_scores_gemma":[0.9991955,0.00017511219,0.00017951267,0.00013799859,0.00030540442,0.000006466718],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00076655234,0.000054313685,0.00011737523,0.00025484478,0.00014733452,0.000009180766,0.00008239345,0.00005565208,0.000089114066],"category_scores_gemma":[0.00018833883,0.000046076115,0.000013220802,0.001895319,0.000014118003,0.000080581354,0.000028722177,0.00034750436,0.000003955071],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015477424,0.000039500457,0.7699823,0.00035381655,0.000014095164,0.000020440832,0.20122355,0.000055524277,0.0033097416,0.0089914985,0.0060833264,0.009910763],"study_design_scores_gemma":[0.0011373014,0.00001223342,0.4159961,0.00081701076,0.000014681153,0.000002929173,0.5641848,0.0000428055,0.00033849748,0.00077405706,0.016570767,0.000108832],"about_ca_topic_score_codex":0.00053087616,"about_ca_topic_score_gemma":0.0006657974,"teacher_disagreement_score":0.36296123,"about_ca_system_score_codex":0.00013735195,"about_ca_system_score_gemma":0.00025487665,"threshold_uncertainty_score":0.18789294},"labels":[],"label_agreement":null},{"id":"W4200537282","doi":"10.1093/geroni/igab046.2022","title":"Testing Online Men’s Groups to Promote Psychological Well-Being and Reduce Despair During the COVID-19 Pandemic","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Université du Québec à Trois-Rivières; Baycrest Hospital; University of Ottawa; University of Guelph; York University; McMaster University; Western University","funders":"","keywords":"Apathy; Psychological intervention; Social isolation; Psychology; Context (archaeology); Pandemic; Mental health; Clinical psychology; Gerontology; Coronavirus disease 2019 (COVID-19); Psychiatry; Medicine; Cognition","score_opus":0.11172671241562553,"score_gpt":0.4455544247945337,"score_spread":0.3338277123789082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200537282","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9813691,0.00008383884,0.00051088346,0.015559784,0.00042637286,0.00038314852,0.0000024641508,0.00015117951,0.0015132624],"genre_scores_gemma":[0.99225265,0.000013681224,0.0028106682,0.003955694,0.0003665301,0.00006392366,0.000020417838,0.000016280143,0.00050018635],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99824417,0.00027936112,0.0006099253,0.00034952033,0.00015990662,0.0003570998],"domain_scores_gemma":[0.99877137,0.0005514441,0.00017101553,0.00021691532,0.00022168514,0.00006759411],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013524882,0.00011712224,0.0001695596,0.00020516354,0.000692508,0.00002842426,0.000104405466,0.00010645181,0.0000762125],"category_scores_gemma":[0.002471853,0.000094673815,0.000014184762,0.0023391997,0.000031299518,0.00008338145,0.00013780792,0.0006024663,0.000014123882],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054967426,0.00007876817,0.90113515,0.00028003374,0.000010445724,0.00005955888,0.026897456,0.00010126971,0.05274733,0.0012509517,0.002302271,0.01508179],"study_design_scores_gemma":[0.0013239584,0.00004248901,0.9623044,0.00051824143,0.000011467807,0.00014002869,0.020997694,0.00020964588,0.00029841377,0.0046514394,0.009240175,0.00026203343],"about_ca_topic_score_codex":0.00015766594,"about_ca_topic_score_gemma":0.00010102906,"teacher_disagreement_score":0.061169256,"about_ca_system_score_codex":0.00032748835,"about_ca_system_score_gemma":0.00014229926,"threshold_uncertainty_score":0.5326282},"labels":[],"label_agreement":null},{"id":"W4200537991","doi":"10.1093/geroni/igab046.254","title":"Perceived Control and Cognitive Function Among Acute Ischemic Stroke Patients in China","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Cognition; Medicine; Psychological intervention; Stroke (engine); Perceived control; Association (psychology); Multilevel model; Cognitive impairment; China; Physical therapy; Psychology; Psychiatry; Developmental psychology","score_opus":0.007532287884357963,"score_gpt":0.2469717065775694,"score_spread":0.23943941869321142,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200537991","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9866049,0.00003837185,0.0020969368,0.0005418509,0.000116976844,0.00035374638,0.000010954916,0.00002813096,0.010208106],"genre_scores_gemma":[0.9976889,0.0000130713315,0.00022322299,0.001057121,0.000046981782,0.000041209783,0.00021086435,0.000014274431,0.0007043879],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99895525,0.000027035241,0.00038252794,0.00027011568,0.00018990354,0.00017517773],"domain_scores_gemma":[0.99950916,0.0000383653,0.00011417149,0.00009954396,0.00021641431,0.00002235205],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017414714,0.00011480173,0.00019621079,0.0003961739,0.000027608541,0.000020413356,0.000025369052,0.000060040184,0.000045801247],"category_scores_gemma":[0.000218704,0.00012315212,0.000016854261,0.00078903156,0.000038534832,0.00017348559,0.000048139656,0.00025905142,0.0000043667214],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000109104476,0.00007712429,0.96220195,0.000036036337,0.000094021445,0.000044691787,0.0006172569,0.0000036813303,0.026438016,0.000034262615,0.00075568,0.009588179],"study_design_scores_gemma":[0.006746999,0.00003888457,0.9883943,0.00029268823,0.000096316704,0.000004833106,0.0007947107,0.0008943592,0.002292859,0.000010615329,0.0003314958,0.000101916805],"about_ca_topic_score_codex":0.00004849764,"about_ca_topic_score_gemma":0.000016514776,"teacher_disagreement_score":0.026192376,"about_ca_system_score_codex":0.000097045624,"about_ca_system_score_gemma":0.000032335698,"threshold_uncertainty_score":0.5021997},"labels":[],"label_agreement":null},{"id":"W4200539830","doi":"10.1093/geroni/igab046.1873","title":"A Comprehensive Cognitive Health Management Model for Community-Dwelling Older Adults in Shanghai","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Cognition; Gerontology; Geriatric Depression Scale; Medicine; Community health; Depression (economics); Cognitive impairment; Intervention (counseling); Cognitive decline; Health management system; Physical therapy; Clinical psychology; Depressive symptoms; Psychiatry; Public health; Dementia; Alternative medicine; Nursing; Disease","score_opus":0.06451614864871445,"score_gpt":0.3845212933125943,"score_spread":0.32000514466387986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200539830","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9106669,0.00016685009,0.083866924,0.0022253238,0.000043386444,0.001199926,0.0000110493465,0.000025798618,0.0017938914],"genre_scores_gemma":[0.9908468,0.00005993071,0.0028059338,0.005100292,0.000022359205,0.0002482878,0.00042874255,0.00001723104,0.00047039264],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99859273,0.0001355482,0.00047703926,0.00022013778,0.00024529026,0.00032924788],"domain_scores_gemma":[0.998886,0.00015995387,0.000088949724,0.00012827756,0.000701941,0.000034867568],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00072145904,0.00010815494,0.00021684429,0.0006613093,0.00011999626,0.000028687235,0.000052568088,0.000034095934,0.000035365683],"category_scores_gemma":[0.000081667466,0.00012120458,0.000028731172,0.0014390509,0.000029114512,0.00010133048,0.00008674797,0.00038018226,0.00000483663],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015090571,0.0045389445,0.37791035,0.009309057,0.0003247807,0.00039225098,0.04974225,0.0013052964,0.0013088522,0.009655521,0.0007783318,0.5432253],"study_design_scores_gemma":[0.020147571,0.0002471265,0.6764597,0.009251598,0.000032935965,0.000020919279,0.067798235,0.21988688,0.0028142147,0.0026874107,0.00033045563,0.00032293863],"about_ca_topic_score_codex":0.0000676118,"about_ca_topic_score_gemma":0.000071035305,"teacher_disagreement_score":0.54290235,"about_ca_system_score_codex":0.00016782159,"about_ca_system_score_gemma":0.00014084521,"threshold_uncertainty_score":0.49425793},"labels":[],"label_agreement":null},{"id":"W4200543827","doi":"10.1093/geroni/igab046.2341","title":"Characteristics and Prognoses of Long-Term Home Care Patients","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Peripheral Artery Disease Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dementia; Depression (economics); Incidence (geometry); Anxiety; Medical diagnosis; Pediatrics; Emergency medicine; Psychiatry; Internal medicine","score_opus":0.015786623058777902,"score_gpt":0.2781612962028607,"score_spread":0.26237467314408275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200543827","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99908537,0.00006493004,0.000053744436,0.00021335036,0.00007353034,0.00013803355,0.0000065173303,0.000013231223,0.0003512877],"genre_scores_gemma":[0.9991466,0.000011659075,0.00015318232,0.0003476648,0.000025770269,0.000010738646,0.0002424635,0.0000059661456,0.000055988694],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99946225,0.000009556127,0.00024132972,0.000106379746,0.00011043862,0.00007003722],"domain_scores_gemma":[0.9995431,0.0000060001817,0.00007011799,0.00008722152,0.00027969357,0.000013879048],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003496165,0.000049013506,0.000104464794,0.00012632598,0.000012968184,0.000011842171,0.000016871469,0.000014290593,0.000031485848],"category_scores_gemma":[0.000047391575,0.000049835573,0.000007980196,0.0004035966,0.000017354425,0.000059189642,0.000040447616,0.000041499734,0.0000011435034],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009987271,0.00007713529,0.9523433,0.00045290534,0.000008824861,0.00003638324,0.0005392077,2.4650467e-7,0.0008686062,0.00012305513,0.000014314197,0.045526072],"study_design_scores_gemma":[0.00064242916,0.000023709226,0.99762845,0.0002813368,0.000011733484,0.0000015399165,0.00012696137,0.000015641574,0.0011033138,0.000015091523,0.00010400187,0.000045813133],"about_ca_topic_score_codex":0.000001873986,"about_ca_topic_score_gemma":0.000001940577,"teacher_disagreement_score":0.04548026,"about_ca_system_score_codex":0.000036072328,"about_ca_system_score_gemma":0.000025351646,"threshold_uncertainty_score":0.20322357},"labels":[],"label_agreement":null},{"id":"W4200544148","doi":"10.1093/geroni/igab046.3610","title":"Health equity implications of COVID-19 on dementia care in community for people of African descent","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"St. Francis Xavier University; Dalhousie University","funders":"","keywords":"Dementia; Thematic analysis; Stigma (botany); Psychology; Health equity; Equity (law); Health care; African descent; Nursing; Qualitative research; Medicine; Gerontology; Sociology; Political science; Psychiatry; Public health; Disease","score_opus":0.1750085926919848,"score_gpt":0.5058697320809967,"score_spread":0.33086113938901196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200544148","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97926,0.0002646724,0.0075875996,0.010201159,0.0001753303,0.0006045612,0.00013350116,0.00001613511,0.0017570391],"genre_scores_gemma":[0.9960944,0.000010645161,0.0005038557,0.0030244137,0.00001013301,0.00010112336,0.00023680406,0.000007273527,0.000011341136],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99870455,0.00023084295,0.0006420745,0.00014061383,0.000090049376,0.0001918752],"domain_scores_gemma":[0.9988928,0.00028586003,0.00029621366,0.00031634173,0.0001709495,0.00003784387],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010446819,0.000062653795,0.00020046892,0.00034624586,0.00010214911,0.0000038735093,0.00011758737,0.000035794536,0.000045044944],"category_scores_gemma":[0.00019621651,0.0000755798,0.000021559848,0.0015448859,0.000025014266,0.000027710363,0.000072426395,0.00017191035,7.613404e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001259972,0.0009850124,0.70415056,0.0022535776,0.000018888994,6.2181215e-7,0.086657375,0.00016551356,0.0013543081,0.14695218,0.0006930186,0.056642935],"study_design_scores_gemma":[0.0019177406,0.00022974874,0.9449199,0.00016792555,0.000005193412,0.0000014501586,0.04222746,0.000021650047,0.001230308,0.004135216,0.005047618,0.00009578609],"about_ca_topic_score_codex":0.012885724,"about_ca_topic_score_gemma":0.032291334,"teacher_disagreement_score":0.24076933,"about_ca_system_score_codex":0.00095975626,"about_ca_system_score_gemma":0.0010983403,"threshold_uncertainty_score":0.99368757},"labels":[],"label_agreement":null},{"id":"W4200552995","doi":"10.1093/geroni/igab046.2667","title":"Guardianship and self-sovereign identity: implications for persons living with dessmentia","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Legal guardian; Context (archaeology); Dementia; Identity (music); Psychology; Qualitative research; Gerontology; Medicine; Nursing; Sociology; Political science; Law; Geography","score_opus":0.05240084510591391,"score_gpt":0.39611767211785187,"score_spread":0.34371682701193795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200552995","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9440339,0.00023700143,0.039938197,0.006525123,0.00039800117,0.00054165185,0.000023171515,0.00012070488,0.008182204],"genre_scores_gemma":[0.9902001,0.00001690003,0.00849268,0.0004907649,0.00013567074,0.0001762274,0.00004307974,0.000016669088,0.0004278991],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990961,0.00008005794,0.00030448422,0.00020688909,0.00007876953,0.0002336983],"domain_scores_gemma":[0.99894637,0.0003993214,0.00013140024,0.00015241171,0.0003480233,0.000022463635],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005405988,0.00007482672,0.0001243241,0.00023621003,0.00046886783,0.00004244731,0.000048348767,0.00006341931,0.00004371952],"category_scores_gemma":[0.00017215688,0.00007724175,0.000014927646,0.001234708,0.000015130341,0.00026404008,0.000037589936,0.00018263343,0.0000034183201],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006239096,0.000060240014,0.8357841,0.0002948859,0.000036821802,0.0000016632727,0.0137189785,0.0000061856917,0.0010240823,0.14030659,0.004194574,0.004565652],"study_design_scores_gemma":[0.0007192223,0.00002265396,0.95661265,0.00044386607,0.000042665226,0.000007883151,0.02347185,0.000062749685,0.000058191392,0.013606442,0.00478297,0.00016888877],"about_ca_topic_score_codex":0.000071973416,"about_ca_topic_score_gemma":0.00023968561,"teacher_disagreement_score":0.12670015,"about_ca_system_score_codex":0.00012287943,"about_ca_system_score_gemma":0.00027688692,"threshold_uncertainty_score":0.36061996},"labels":[],"label_agreement":null},{"id":"W4200554424","doi":"10.1093/geroni/igab046.3475","title":"Coresidence Increases Risk of Testing Positive for COVID-19 Among Older Brazilians","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Poisson regression; Medicine; Demography; Gerontology; Multivariate analysis; Obesity; Population; Osteoporosis; Ethnically diverse; Test (biology); Coronavirus disease 2019 (COVID-19); Environmental health","score_opus":0.055559402054644595,"score_gpt":0.3923696238209409,"score_spread":0.3368102217662963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200554424","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98601335,0.00007234851,0.0071764826,0.004105723,0.00013548293,0.0002593343,0.000035011653,0.00003014746,0.0021721448],"genre_scores_gemma":[0.9936934,0.000021617903,0.0024036323,0.0035377378,0.00008582965,0.000026049165,0.00001359318,0.000005492663,0.00021263446],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99889827,0.0001541352,0.00039262124,0.00014892087,0.00017871223,0.00022733449],"domain_scores_gemma":[0.99683833,0.0023036015,0.00023767534,0.000076747434,0.0004900005,0.000053642198],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0014088055,0.00005334416,0.00012572274,0.00013730851,0.00036804783,0.00004089996,0.000080539605,0.000048221227,0.000054400058],"category_scores_gemma":[0.020452866,0.00005991112,0.000019901061,0.0015023118,0.00012299378,0.00020577136,0.000024602594,0.00008877551,7.2253596e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000028554318,0.000017136408,0.95551246,0.00010813117,0.0000037796137,0.000004424126,0.005685571,0.00010131857,0.000034284876,0.036598757,0.0003030475,0.001628248],"study_design_scores_gemma":[0.00027577445,0.000006860015,0.98021185,0.0002380873,0.0000053550175,4.6624874e-7,0.01201593,0.00025123073,0.00033560942,0.005983193,0.0005953885,0.0000802217],"about_ca_topic_score_codex":0.055438124,"about_ca_topic_score_gemma":0.01567991,"teacher_disagreement_score":0.039758213,"about_ca_system_score_codex":0.00016081899,"about_ca_system_score_gemma":0.0009474377,"threshold_uncertainty_score":0.9877983},"labels":[],"label_agreement":null},{"id":"W4200554812","doi":"10.1093/geroni/igab046.2182","title":"Health and Working Beyond Retirement Age: Exploring Racial and Gender Intersectionality","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Optimism, Hope, and Well-being","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Overtime; Intersectionality; Gerontology; Health and Retirement Study; Ethnic group; Logistic regression; Demography; White (mutation); Psychology; Health equity; Medicine; Public health; Political science; Sociology; Gender studies; Nursing","score_opus":0.1374586686043004,"score_gpt":0.37413962439491955,"score_spread":0.23668095579061915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200554812","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97785676,0.0005677202,0.002522752,0.0016758135,0.001069764,0.00009364967,6.349786e-7,0.00003738353,0.016175503],"genre_scores_gemma":[0.99662495,0.000057694087,0.0010720048,0.0018057395,0.00021898307,0.000025697744,0.000020321082,0.000012350519,0.00016225122],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988887,0.00010170832,0.00039470408,0.00030065048,0.00011331888,0.00020094083],"domain_scores_gemma":[0.9996306,0.000052964315,0.000106095125,0.00011365114,0.00006339885,0.000033322678],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006597556,0.000089479894,0.00013513184,0.00022001436,0.0001364746,0.00006901539,0.00003160125,0.000039643648,0.00007300575],"category_scores_gemma":[0.00004949696,0.00010727716,0.000010691806,0.0006485394,0.00003308863,0.00014126473,0.00006197428,0.00021640396,0.00000264366],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005468524,0.00009457661,0.39596993,0.00014869578,0.00006823368,0.00011241638,0.13435027,0.0000412201,0.0008570937,0.1418708,0.00056105154,0.32587102],"study_design_scores_gemma":[0.0037995693,0.00009273795,0.8568404,0.00064165605,0.00001851592,0.00013036792,0.04795911,0.00034560962,0.00097015104,0.058044072,0.030328823,0.00082898507],"about_ca_topic_score_codex":0.00007346338,"about_ca_topic_score_gemma":0.00004810226,"teacher_disagreement_score":0.46087044,"about_ca_system_score_codex":0.0000868051,"about_ca_system_score_gemma":0.000039305236,"threshold_uncertainty_score":0.43746358},"labels":[],"label_agreement":null},{"id":"W4200556782","doi":"10.1093/geroni/igab046.3452","title":"What works and what doesn’t: Gerontology focused PhD/ DSW graduates speak out","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Alzheimer's disease research and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Consortium canadien en neurodégénérescence associée au vieillissement; Public Health Agency; Public Health Agency of Canada","keywords":"Social work; Commit; Workforce; Work (physics); Reputation; Economic shortage; Gerontology; Aging in the American workforce; Census; Psychology; Medical education; Sociology; Public relations; Medicine; Political science; Social science; Demography","score_opus":0.07833657399592192,"score_gpt":0.3608136405294968,"score_spread":0.2824770665335749,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200556782","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9427491,0.038903963,0.00017518998,0.017178338,0.00037607615,0.0002565217,0.0000010963103,0.00004350734,0.00031622764],"genre_scores_gemma":[0.99305195,0.0048399256,0.00056237035,0.0011511553,0.000097972596,0.00003493413,0.00013843959,0.000017123224,0.00010614382],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99880534,0.000060307757,0.00030456562,0.00029504838,0.00023165093,0.00030308796],"domain_scores_gemma":[0.9993167,0.000090514746,0.000066043445,0.00020670946,0.00023760532,0.00008244474],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002041898,0.0001233814,0.00021582689,0.00028935247,0.00006289209,0.00037493615,0.000039194732,0.00006397179,0.000108073145],"category_scores_gemma":[0.000109039014,0.00011033561,0.000024539788,0.00053391815,0.00007793356,0.0015043487,0.000060305734,0.00020444099,0.000031319607],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002721995,0.00055779226,0.31613126,0.00018371959,0.001803137,0.0020393778,0.0039385855,0.000004480877,0.0012971783,0.002034469,0.00044954117,0.67128825],"study_design_scores_gemma":[0.029179301,0.0005300834,0.82426554,0.013594131,0.00061886566,0.0005403228,0.04430181,0.0016609142,0.043116592,0.036489647,0.0044455985,0.0012571993],"about_ca_topic_score_codex":0.000025543417,"about_ca_topic_score_gemma":0.00010285192,"teacher_disagreement_score":0.6700311,"about_ca_system_score_codex":0.0000900443,"about_ca_system_score_gemma":0.00014127018,"threshold_uncertainty_score":0.44993556},"labels":[],"label_agreement":null},{"id":"W4200563417","doi":"10.1093/geroni/igab046.2414","title":"Local Atrophy Observed in Subjective Cognitive Decline Varies Based on Questionnaire Employed in ADNI","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Neuroinflammation and Neurodegeneration Mechanisms","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"","keywords":"Entorhinal cortex; Atrophy; Worry; Neuroimaging; Psychology; Cognitive decline; Cognition; Medicine; Internal medicine; Disease; Hippocampus; Neuroscience; Dementia; Psychiatry; Anxiety","score_opus":0.04802112664013931,"score_gpt":0.2936579509586068,"score_spread":0.2456368243184675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200563417","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9476903,0.0000046658606,0.049151916,0.0020865828,0.00030052522,0.00026961407,0.000006394932,0.00008246203,0.00040750852],"genre_scores_gemma":[0.9923035,0.0000038404746,0.00028409675,0.0071976422,0.00003330838,0.00006599168,0.000029660068,0.000022589666,0.000059358616],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.997672,0.00052089785,0.0006859763,0.0005416759,0.00034493353,0.00023450344],"domain_scores_gemma":[0.99901855,0.00040561307,0.00016227442,0.00016636816,0.00022146081,0.000025742704],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042260226,0.00016705622,0.00018590559,0.00088986417,0.000082886494,0.00008914213,0.00010277908,0.00007044947,0.000043989497],"category_scores_gemma":[0.0027873823,0.00019476491,0.000024567258,0.0041488535,0.00006031795,0.00032035983,0.000050032402,0.0003793781,0.000023011213],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029323672,0.00039043126,0.08049379,0.00004209391,0.0000013010631,0.0007324456,0.0009220863,0.031941157,0.80756485,0.072487704,0.00001000122,0.0051208856],"study_design_scores_gemma":[0.0018046598,0.000054518554,0.15479274,0.00023313487,0.0000012110393,0.000006261915,0.00013194521,0.055622414,0.78401,0.003139029,0.000027211154,0.00017686785],"about_ca_topic_score_codex":0.000031336207,"about_ca_topic_score_gemma":0.0005233201,"teacher_disagreement_score":0.07429895,"about_ca_system_score_codex":0.00014379888,"about_ca_system_score_gemma":0.00021110146,"threshold_uncertainty_score":0.79422826},"labels":[],"label_agreement":null},{"id":"W4200568769","doi":"10.1093/geroni/igab046.1246","title":"Determining the Impact of COVID-19 on End-of-Life Experiences of Family Caregivers for People Living With Dementia","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Dementia; Focus group; Family caregivers; Feeling; Pandemic; Documentation; Population; Public health; Psychology; Medicine; Coronavirus disease 2019 (COVID-19); Gerontology; Nursing; Disease; Business; Social psychology; Environmental health","score_opus":0.12329250100571723,"score_gpt":0.4276752308756364,"score_spread":0.3043827298699192,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200568769","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99547505,0.00024355462,0.0035526585,0.00010652771,0.000051590432,0.00014211371,0.000008107182,0.000005542637,0.0004148307],"genre_scores_gemma":[0.998366,0.000027351249,0.0014069504,0.00012915915,0.0000204002,0.000019794685,0.000015494248,0.0000070474644,0.000007796741],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99914217,0.00003352243,0.00040633086,0.00011623614,0.00020007661,0.000101636906],"domain_scores_gemma":[0.99839777,0.00060364534,0.00036596635,0.00013314899,0.0004781348,0.000021358885],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029952388,0.00007684709,0.00026958683,0.00021486451,0.000028594326,0.000003933876,0.00006525654,0.000025959214,0.00002765156],"category_scores_gemma":[0.0015431346,0.00005384048,0.000048230355,0.00089721975,0.000080598686,0.00006349653,0.000021095313,0.00005486921,6.435834e-8],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000068772715,0.00004824485,0.85655665,0.0002950467,0.00009221733,0.0000012587217,0.13291883,0.0005418754,0.0080546895,0.00029205997,0.00008727575,0.0010430889],"study_design_scores_gemma":[0.002758107,0.0006954082,0.4145657,0.00360284,0.0000754623,0.0000019591253,0.5030758,0.00082410674,0.073907085,0.000050672646,0.00028350475,0.00015934583],"about_ca_topic_score_codex":0.0003216621,"about_ca_topic_score_gemma":0.000041351443,"teacher_disagreement_score":0.4419909,"about_ca_system_score_codex":0.000055894052,"about_ca_system_score_gemma":0.0005192017,"threshold_uncertainty_score":0.2195551},"labels":[],"label_agreement":null},{"id":"W4200570192","doi":"10.1093/geroni/igab046.3006","title":"Promoting Early Assessment of Frailty in the New Normal: An Updated eFI-CGA Software Tool","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fraser Health; Surrey Memorial Hospital; University of British Columbia","funders":"","keywords":"Frailty Index; Implementation; Index (typography); Quantitative assessment; Health assessment; Computer science; Medicine; Gerontology; World Wide Web; Risk analysis (engineering); Software engineering","score_opus":0.060545511357587484,"score_gpt":0.4196504656479837,"score_spread":0.35910495429039624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200570192","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9931378,0.000022901704,0.0021634072,0.0030379882,0.000426998,0.00031490435,0.0000042156353,0.000044982626,0.0008468194],"genre_scores_gemma":[0.99500644,0.0000017785186,0.0038092013,0.0006188933,0.00014082373,0.000025987076,0.0001732534,0.000012792305,0.00021079954],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99818623,0.0003535825,0.00077596377,0.00018305237,0.00024268862,0.0002584627],"domain_scores_gemma":[0.9989539,0.00016573233,0.00027840797,0.00025761517,0.00032873751,0.000015655409],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013620427,0.00008609866,0.00017023298,0.00028281368,0.00015023706,0.000022507189,0.0001351531,0.00009390124,0.00018437266],"category_scores_gemma":[0.00023907941,0.00007458798,0.000017377632,0.0026360883,0.000012726581,0.00024904226,0.000051326613,0.00053358474,0.000004254591],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010474759,0.000111165835,0.9071911,0.00011627727,0.00000756746,0.000015860362,0.056376986,0.000039789396,0.0032529326,0.0034337596,0.0032116661,0.026232397],"study_design_scores_gemma":[0.000842409,0.000033124816,0.98387414,0.00030692958,0.0000057108336,0.0000018082891,0.010288872,0.00020768329,0.00047603645,0.0013420315,0.0025139241,0.00010730066],"about_ca_topic_score_codex":0.0010402689,"about_ca_topic_score_gemma":0.00046300568,"teacher_disagreement_score":0.076683044,"about_ca_system_score_codex":0.00012129359,"about_ca_system_score_gemma":0.0006390891,"threshold_uncertainty_score":0.30416095},"labels":[],"label_agreement":null},{"id":"W4200570513","doi":"10.1093/geroni/igab046.2708","title":"Impact of the COVID-19 Pandemic on Participation in Community-Dwelling Older Adults: A Cross-Sectional Analysis","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Loneliness; Gerontology; Mental health; Pandemic; International Classification of Functioning, Disability and Health; Public health; Cross-sectional study; Social isolation; Activities of daily living; Multivariate analysis; Medicine; Psychology; Coronavirus disease 2019 (COVID-19); Disease; Rehabilitation; Psychiatry; Physical therapy","score_opus":0.11242588569203427,"score_gpt":0.47866987755883866,"score_spread":0.3662439918668044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200570513","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99753815,0.000018283386,0.00046756442,0.0012632966,0.00011813265,0.00010323744,0.0000067303645,0.000013509448,0.00047109585],"genre_scores_gemma":[0.99772376,0.000013170207,0.000022001137,0.0021119777,0.000034587312,0.0000151654485,0.000021766911,0.000003015903,0.00005457998],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99835014,0.00059753255,0.000507211,0.00009928299,0.00025273935,0.00019308056],"domain_scores_gemma":[0.9988048,0.0006442911,0.00018234819,0.00014156429,0.00019595824,0.000031052048],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025484953,0.00005121988,0.00012454411,0.00033361278,0.000399385,0.000051617004,0.00011158779,0.00006431016,0.00015503044],"category_scores_gemma":[0.0022765715,0.000043866236,0.0000632349,0.004636487,0.00007520948,0.00012439498,0.000024995003,0.00029570272,9.764086e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010066846,0.00006076385,0.9586009,0.000031496544,0.000014641423,4.6194472e-7,0.018030258,0.018462952,0.0000051901266,0.00449025,0.000009204452,0.00028383813],"study_design_scores_gemma":[0.00030667463,0.0000039227075,0.99474484,0.000053188698,0.0000040816917,1.5651014e-7,0.0032124056,0.00082473847,0.000008659845,0.0006925791,0.000104528175,0.0000442365],"about_ca_topic_score_codex":0.042012867,"about_ca_topic_score_gemma":0.051928967,"teacher_disagreement_score":0.03614395,"about_ca_system_score_codex":0.00063930784,"about_ca_system_score_gemma":0.0005482291,"threshold_uncertainty_score":0.96537083},"labels":[],"label_agreement":null},{"id":"W4200570833","doi":"10.1093/geroni/igab046.826","title":"Characterizing Perceived Control Over Daily Stress: Longitudinal Changes and Associations With Affect","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Stressor; Affect (linguistics); Psychosocial; Longitudinal study; Psychology; Perceived control; Medicine; Gerontology; Demography; Clinical psychology; Developmental psychology; Psychiatry","score_opus":0.0490919181306971,"score_gpt":0.36412983147101524,"score_spread":0.31503791334031817,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200570833","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9915225,0.00014870736,0.0007596133,0.0042266725,0.00014007346,0.00011141896,0.00002009454,0.000041070933,0.0030298692],"genre_scores_gemma":[0.9982669,0.0000031863108,0.00010097305,0.0006364568,0.00010442071,0.000049843,0.00006796653,0.000012183297,0.0007581222],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99898994,0.00015885064,0.00017755288,0.00027720066,0.00013222989,0.0002642269],"domain_scores_gemma":[0.9993537,0.0002035611,0.00010234553,0.0001447312,0.00017527014,0.000020400425],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041912353,0.00009355679,0.00016898091,0.0002583344,0.00011773837,0.000059998885,0.00005257002,0.00007418716,0.00020488842],"category_scores_gemma":[0.000110839595,0.00009017763,0.000009286903,0.00066485984,0.00005491305,0.00010309372,0.000023732133,0.000270203,0.000009818126],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023558268,0.00004727276,0.9847702,0.0000132770365,0.00006971928,0.00007920648,0.0047001624,0.000001716007,0.0030897853,0.0032754357,0.00013020539,0.003799467],"study_design_scores_gemma":[0.0012199254,0.000031875414,0.99608654,0.00007334354,0.000009625822,0.0000234685,0.0020063815,0.000097924276,0.00014076507,0.00004656798,0.00016327927,0.00010031993],"about_ca_topic_score_codex":0.00013642247,"about_ca_topic_score_gemma":0.0005991904,"teacher_disagreement_score":0.011316329,"about_ca_system_score_codex":0.00005410235,"about_ca_system_score_gemma":0.000038979935,"threshold_uncertainty_score":0.3677337},"labels":[],"label_agreement":null},{"id":"W4200573482","doi":"10.1093/geroni/igab046.2245","title":"LGBTQ Older Adult Recruitment in the Midst of a COVID-19 Lockdown: Reminiscences of a Post-Doctoral Fellow","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Zoom; Social media; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Qualitative research; Public relations; Psychology; Sociology; Medicine; Political science; Engineering; Virology; Law","score_opus":0.12621093977202974,"score_gpt":0.4261474235229602,"score_spread":0.29993648375093046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200573482","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9181656,0.00017258133,0.000073409596,0.07686466,0.00026327395,0.00036264813,0.000008093946,0.00001009382,0.0040796124],"genre_scores_gemma":[0.988381,0.00007735816,0.0003044249,0.010936525,0.000050128834,0.000035224984,0.000010658325,0.000003053173,0.00020159043],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99843013,0.000272804,0.00059206056,0.00013350545,0.00035615478,0.00021536848],"domain_scores_gemma":[0.998938,0.0003786508,0.00020647161,0.00012398287,0.00032477197,0.000028095352],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017606693,0.00005868027,0.00015799535,0.0001811382,0.00010767736,0.000027132342,0.00016876719,0.00005351227,0.00013188623],"category_scores_gemma":[0.001796344,0.000048644957,0.000024907353,0.0020630471,0.00012476734,0.00010960589,0.000026103964,0.00011894667,0.0000010278229],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001201021,0.00010445341,0.6920239,0.000316179,0.0000048050147,0.00001489419,0.14808533,0.000028894632,0.00013535173,0.15420522,0.0010168991,0.004052097],"study_design_scores_gemma":[0.0011103604,0.00003928498,0.54588115,0.0007549786,0.0000065703257,0.000002741796,0.40292093,0.00007829132,0.0010539045,0.004766863,0.04317162,0.00021330455],"about_ca_topic_score_codex":0.018881544,"about_ca_topic_score_gemma":0.018838791,"teacher_disagreement_score":0.2548356,"about_ca_system_score_codex":0.00013915908,"about_ca_system_score_gemma":0.00089663226,"threshold_uncertainty_score":0.99906486},"labels":[],"label_agreement":null},{"id":"W4200574809","doi":"10.1093/geroni/igab046.2746","title":"Loneliness and Neuropsychiatric Symptoms in Cognitively Impaired Older Adults during COVID-19 Pandemic","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Loneliness; Depression (economics); Distress; Irritability; Medicine; Anxiety; Psychiatry; Coronavirus disease 2019 (COVID-19); Montreal Cognitive Assessment; Clinical psychology; Gerontology; Cognition; Psychology; Disease; Cognitive impairment; Internal medicine","score_opus":0.03380800284936497,"score_gpt":0.3562737413952388,"score_spread":0.32246573854587385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200574809","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9901942,0.0002662678,0.00015086663,0.008489334,0.0003184264,0.00018182427,0.0000037838086,0.000051683684,0.00034358294],"genre_scores_gemma":[0.9938617,0.00016796909,0.000052398813,0.005621689,0.00015150153,0.000019523604,0.000009006877,0.000007811639,0.00010842041],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99868727,0.00017036003,0.00042981008,0.00023041976,0.00017517527,0.00030696028],"domain_scores_gemma":[0.99940985,0.00021595508,0.00009877777,0.00006117599,0.00014463204,0.00006958258],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007492316,0.000075078635,0.00013273627,0.00034703003,0.0002550709,0.00006189628,0.000060612223,0.000064823034,0.00004499808],"category_scores_gemma":[0.0010679121,0.000085492735,0.0000116850815,0.0024558518,0.000054102304,0.00020335504,0.000036317408,0.0001686719,0.0000021557735],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011671029,0.0000213623,0.9821528,0.00017051789,0.000001459708,0.000026716885,0.0105498815,0.000014775589,0.0000116270485,0.0026440187,0.00002358908,0.004371539],"study_design_scores_gemma":[0.0012406257,0.0000022283764,0.98740673,0.0001648997,0.000001418053,0.0000052902074,0.009956157,0.00008960782,0.0000067434266,0.0004564227,0.0005668453,0.000103018756],"about_ca_topic_score_codex":0.0044468855,"about_ca_topic_score_gemma":0.0054596406,"teacher_disagreement_score":0.0052539026,"about_ca_system_score_codex":0.00018117714,"about_ca_system_score_gemma":0.00045755904,"threshold_uncertainty_score":0.672239},"labels":[],"label_agreement":null},{"id":"W4200577126","doi":"10.1093/geroni/igab046.047","title":"Longitudinal Measurement Properties of the Montreal Cognitive Assessment","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Measurement invariance; Montreal Cognitive Assessment; Confirmatory factor analysis; Psychology; Longitudinal study; Structural equation modeling; Cognition; Neurocognitive; Percentile; Population; Statistics; Mathematics; Medicine; Cognitive impairment; Psychiatry","score_opus":0.11116952183339913,"score_gpt":0.35058539536614775,"score_spread":0.23941587353274862,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200577126","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9843572,0.00015084713,0.0008870778,0.0020393725,0.00006928957,0.00029221052,0.0000011257384,0.000008358025,0.012194523],"genre_scores_gemma":[0.9993127,0.000007181838,0.00006601351,0.0002580959,0.000029247412,0.00004401875,0.0000050616304,0.000005457609,0.00027221206],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986922,0.00007256907,0.00029814377,0.00013890504,0.0006632763,0.00013488712],"domain_scores_gemma":[0.9982415,0.000011444496,0.000076251985,0.00009785768,0.001559906,0.00001307604],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006548708,0.0000608761,0.00011284338,0.00013879547,0.000045667402,0.000016689433,0.000037670558,0.000018628916,0.00008307742],"category_scores_gemma":[0.00030255274,0.000042089756,0.000027985474,0.0010251245,0.000054775308,0.00006163294,0.000063069434,0.00015557445,0.0000020866223],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036451496,0.00025349503,0.8870093,0.00012222242,0.000057183966,0.00002072699,0.00028452981,0.0000018412792,0.09742669,0.0004924997,0.000036266236,0.014258784],"study_design_scores_gemma":[0.0009715772,0.000031972446,0.7927609,0.0009363436,0.000020899144,0.00000934055,0.0010550265,0.000086420136,0.2039674,0.000092150316,0.000032965923,0.000034966677],"about_ca_topic_score_codex":0.00006495024,"about_ca_topic_score_gemma":0.00005073785,"teacher_disagreement_score":0.106540725,"about_ca_system_score_codex":0.000119419776,"about_ca_system_score_gemma":0.00040566336,"threshold_uncertainty_score":0.17163704},"labels":[],"label_agreement":null},{"id":"W4200579044","doi":"10.1093/geroni/igab046.2789","title":"The Impact of Self- and Relation-Inferred Efficacy on Physical Activity in Older Adult Couples","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Psychology; Physical activity; Multilevel model; Perception; Multilevel modelling; Demography; Developmental psychology; Clinical psychology; Gerontology; Medicine; Physical therapy; Mathematics; Statistics","score_opus":0.05559375119627315,"score_gpt":0.438060110593544,"score_spread":0.38246635939727086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200579044","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99798435,0.000024759222,0.000045376975,0.00071091414,0.000118665615,0.00012328003,0.0000038881813,0.000013922128,0.00097485573],"genre_scores_gemma":[0.99980676,0.0000046309774,0.00002199682,0.000031285646,0.000025430872,0.000019953006,0.000009582997,0.000005379902,0.000074971955],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993596,0.00008254626,0.00024495964,0.00012337064,0.00006774679,0.0001217468],"domain_scores_gemma":[0.9994294,0.00018994225,0.00011238302,0.00012893941,0.00012678262,0.000012519109],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017427404,0.00005611836,0.00009239237,0.00013245278,0.00004924091,0.0000132802925,0.000033729797,0.000041948002,0.000032332464],"category_scores_gemma":[0.000096230375,0.000044614426,0.000027612183,0.0008061929,0.000024152825,0.000071847426,0.000012820372,0.00021109135,0.0000053819185],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001025861,0.0017362819,0.8363869,0.000018090888,0.000019742962,0.0000068577037,0.0049700662,0.00008571127,0.0022859948,0.05883873,0.00038275137,0.09516625],"study_design_scores_gemma":[0.00076909264,0.000049313432,0.99719614,0.00007053561,0.0000018440898,0.000001704169,0.00020956152,0.0010511315,0.00033303813,0.0002505814,0.000027079737,0.000039988183],"about_ca_topic_score_codex":0.00038277506,"about_ca_topic_score_gemma":0.00006546475,"teacher_disagreement_score":0.16080919,"about_ca_system_score_codex":0.00006485373,"about_ca_system_score_gemma":0.000044790926,"threshold_uncertainty_score":0.18193235},"labels":[],"label_agreement":null},{"id":"W4200582803","doi":"10.1093/geroni/igab046.3201","title":"Technologies and the Effects On Social Engagement In Long-Term Care Facilities During COVID-19: A Scoping Review","year":2021,"lang":"en","type":"review","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canmore Museum and Geoscience Centre; University of Northern British Columbia","funders":"","keywords":"Loneliness; Social connectedness; Social isolation; CINAHL; Context (archaeology); The Internet; Isolation (microbiology); Telehealth; Psychology; Internet privacy; Pandemic; Public relations; Coronavirus disease 2019 (COVID-19); Gerontology; Political science; Medicine; World Wide Web; Psychological intervention; Computer science; Health care; Nursing; Telemedicine; Social psychology; Geography","score_opus":0.11799325093834846,"score_gpt":0.48160985098715464,"score_spread":0.3636166000488062,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200582803","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011378948,0.99225533,0.000013213283,0.0017348437,0.00059010496,0.003987068,0.000009487063,0.00012596868,0.00014608115],"genre_scores_gemma":[0.0006740334,0.9968,0.0000131535135,0.00037414662,0.00013150995,0.0017698637,0.0001277259,0.000022744929,0.00008679929],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99636835,0.00145497,0.0012228602,0.0003894039,0.00021552286,0.000348908],"domain_scores_gemma":[0.9972415,0.0017909902,0.00057221926,0.00026884288,0.00011156097,0.000014874921],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018807828,0.00027543496,0.0013644873,0.00081719935,0.00073345966,0.000032521377,0.00017795901,0.00027657923,0.000024473857],"category_scores_gemma":[0.0031521046,0.00020378981,0.000091615024,0.002046547,0.0000874224,0.000058638747,0.00025370682,0.0014077827,0.000004943167],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000038318612,0.000004022339,0.00031119442,0.5049926,0.000012302282,0.00001988652,0.007923177,9.819538e-8,7.9834564e-8,0.0005950275,0.00017274394,0.48596504],"study_design_scores_gemma":[0.0010986824,0.000009441194,0.00033915628,0.93439627,0.00008883919,0.0000036500755,0.016242934,6.32866e-8,9.2648213e-7,0.00006198068,0.047498077,0.0002599712],"about_ca_topic_score_codex":0.00010269275,"about_ca_topic_score_gemma":0.00016898279,"teacher_disagreement_score":0.48570508,"about_ca_system_score_codex":0.0009575224,"about_ca_system_score_gemma":0.00083286694,"threshold_uncertainty_score":0.8310307},"labels":[],"label_agreement":null},{"id":"W4200586812","doi":"10.1093/geroni/igab046.1461","title":"Objective Sleep Quality and the Underlying Functional Neural Correlates Among Older Adults With Probable MCI","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Default mode network; Functional magnetic resonance imaging; Actigraphy; Insula; Psychology; Resting state fMRI; Audiology; Pittsburgh Sleep Quality Index; Posterior cingulate; Cognition; Sleep (system call); Somatosensory system; Neuroscience; Functional connectivity; Physical medicine and rehabilitation; Medicine; Sleep quality; Circadian rhythm","score_opus":0.047172432781101385,"score_gpt":0.2934175476422174,"score_spread":0.246245114861116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200586812","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9903903,0.00003446846,0.00638734,0.0016890754,0.0002663153,0.00019875029,0.0000011637941,0.000047192712,0.0009854023],"genre_scores_gemma":[0.99816597,0.0000015522925,0.00015350159,0.0014420678,0.00003240827,0.000027349495,0.0000040116997,0.000007959863,0.00016518291],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988459,0.0001746147,0.000294196,0.00032974535,0.00019825016,0.00015733394],"domain_scores_gemma":[0.9990514,0.00052022364,0.00014657446,0.000116041,0.00015351544,0.00001222911],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003870086,0.00009844745,0.00011480462,0.0001036829,0.00019312995,0.00015527885,0.0000735336,0.00003060329,0.000015606427],"category_scores_gemma":[0.0003002913,0.00006782296,0.000013021774,0.0010779297,0.00017759737,0.00036692066,0.000067383764,0.0002584892,0.0000017390969],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00054261304,0.00019980647,0.7684339,0.0001982454,0.000041091444,0.00007093593,0.029610632,0.017771792,0.028653283,0.13521293,0.0002078114,0.019056933],"study_design_scores_gemma":[0.004494904,0.000039924216,0.85109675,0.00045982638,0.000008056264,0.00010978369,0.005400732,0.080382966,0.05107685,0.006576143,0.000036515135,0.00031755713],"about_ca_topic_score_codex":0.00005145569,"about_ca_topic_score_gemma":0.00008095621,"teacher_disagreement_score":0.12863679,"about_ca_system_score_codex":0.000031781015,"about_ca_system_score_gemma":0.00003118802,"threshold_uncertainty_score":0.27657402},"labels":[],"label_agreement":null},{"id":"W4200592485","doi":"10.1093/geroni/igab046.1670","title":"Efficacy of Online Goal Management Training for Age-Associated Executive Impairment","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Cognitive Functions and Memory","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University; Baycrest Hospital","funders":"","keywords":"Acquired brain injury; Psychological intervention; Executive functions; Intervention (counseling); Cognition; Cognitive training; Randomized controlled trial; Psychology; Rehabilitation; Physical therapy; Clinical psychology; Cognitive rehabilitation therapy; Medicine; Physical medicine and rehabilitation; Psychiatry","score_opus":0.061896987423043476,"score_gpt":0.3643730122761251,"score_spread":0.30247602485308167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200592485","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9696517,0.00003458881,0.010300658,0.00040332528,0.0006817474,0.000362826,0.00004040699,0.000033473483,0.018491257],"genre_scores_gemma":[0.99387854,0.000002366187,0.0015058345,0.00039590482,0.000062477586,0.000083748055,0.0003745759,0.000012076208,0.0036845012],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9990901,0.00004577508,0.00040393337,0.00019996351,0.000086841734,0.0001734281],"domain_scores_gemma":[0.999342,0.00013826057,0.00014599574,0.000108715976,0.00025433648,0.000010642807],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036612758,0.00007412094,0.00013737511,0.00031732736,0.00004065199,0.000008661054,0.00004193593,0.000039128074,0.0001344631],"category_scores_gemma":[0.0001302749,0.00008521638,0.000037180052,0.0011583063,0.000021744114,0.000034055065,0.000028421113,0.00009222659,0.000003251933],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045844985,0.0037099505,0.01250831,0.00012968607,0.00075887603,0.0002623223,0.03370121,0.00015644598,0.011516642,0.14347525,0.0048978976,0.78842497],"study_design_scores_gemma":[0.007967723,0.0001393084,0.9402257,0.0003378258,0.000051790143,0.000006223452,0.036379304,0.000114474,0.0013216042,0.002890325,0.01034853,0.00021714601],"about_ca_topic_score_codex":0.000014711849,"about_ca_topic_score_gemma":0.000029742594,"teacher_disagreement_score":0.92771745,"about_ca_system_score_codex":0.000083966814,"about_ca_system_score_gemma":0.000035265755,"threshold_uncertainty_score":0.34750232},"labels":[],"label_agreement":null},{"id":"W4200593636","doi":"10.1093/geroni/igab046.920","title":"The Longitudinal Association Between Social Isolation and Cognitive Decline Among Canadian Older Adults","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Social isolation; Cognitive decline; Association (psychology); Psychology; Cognition; Gerontology; Isolation (microbiology); Longitudinal study; Public health; Affect (linguistics); Social cognitive theory; Developmental psychology; Medicine; Psychiatry; Dementia","score_opus":0.027221758311110303,"score_gpt":0.3416934966794145,"score_spread":0.3144717383683042,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200593636","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9624656,0.00006632065,0.00018315307,0.034149643,0.00023442207,0.00013093853,0.00000885282,0.000013872793,0.0027472076],"genre_scores_gemma":[0.99784964,0.00002703166,0.00002456114,0.0012676705,0.0003922549,0.000011023455,0.000039746745,0.000004396223,0.0003836595],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989399,0.00014458175,0.0002824904,0.00012018961,0.00021840437,0.00029447253],"domain_scores_gemma":[0.9988371,0.00051298825,0.00013868681,0.000027298334,0.00043964823,0.00004424321],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014697408,0.00004852832,0.0000815867,0.000103918304,0.0011795055,0.00017302013,0.000041765852,0.00008941654,0.000028060818],"category_scores_gemma":[0.001486952,0.000048670066,0.00001149252,0.0008991486,0.000051423765,0.00022240383,0.000018581346,0.00015220375,0.00000241023],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000013869774,0.0000023453454,0.96645117,0.000008000985,0.000006752479,0.00000135838,0.0077640475,2.3391485e-7,1.5502532e-7,0.0093647735,0.00015109484,0.016248658],"study_design_scores_gemma":[0.0002364463,0.0000012739891,0.9860722,0.00006788513,0.0000054134316,6.9544946e-8,0.009918379,0.000040446248,0.000005274687,0.0008956479,0.0026997859,0.000057214344],"about_ca_topic_score_codex":0.18152049,"about_ca_topic_score_gemma":0.78898096,"teacher_disagreement_score":0.60746044,"about_ca_system_score_codex":0.00038102418,"about_ca_system_score_gemma":0.00043784088,"threshold_uncertainty_score":0.9071922},"labels":[],"label_agreement":null},{"id":"W4200597360","doi":"10.1093/geroni/igab046.1884","title":"Person-Centered Care for Family Caregivers: Evaluating an Education Program for the Healthcare Workforce","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Family and Patient Care in Intensive Care Units","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"MacEwan University; University of Calgary; University of Alberta","funders":"","keywords":"Workforce; Health care; Psychology; Nursing; Medical education; Family caregivers; Medicine; Political science","score_opus":0.3098871955119081,"score_gpt":0.49640604644594344,"score_spread":0.18651885093403536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200597360","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94228786,0.0036720422,0.010942357,0.010794674,0.015413841,0.013551043,0.0002370807,0.000280016,0.002821078],"genre_scores_gemma":[0.967625,0.000022815444,0.00894749,0.012795354,0.00078954466,0.006842387,0.0023700225,0.000049872877,0.00055749004],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9979356,0.00032376623,0.0006550274,0.00039196448,0.00023706004,0.0004566185],"domain_scores_gemma":[0.9861118,0.0016355736,0.0003563814,0.00035213438,0.011501138,0.00004297214],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007697702,0.00016680638,0.00020622335,0.00023906116,0.0011530811,0.000044533546,0.0001777049,0.00016411775,0.000011426914],"category_scores_gemma":[0.0033388701,0.00015057674,0.000064426036,0.0012267248,0.000037336784,0.00022347074,0.00003882025,0.0004324564,0.000003328799],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017814839,0.00009889663,0.055882372,0.0016488768,0.00003056625,0.0000012340299,0.14368,0.00016574188,0.00072128774,0.021150216,0.01421989,0.76222277],"study_design_scores_gemma":[0.0015227979,0.00028553733,0.00861892,0.002810784,0.000027535283,0.00000120186,0.8926425,0.0031491946,0.000115961695,0.00046182808,0.090128124,0.00023562495],"about_ca_topic_score_codex":0.0003749092,"about_ca_topic_score_gemma":0.00065047934,"teacher_disagreement_score":0.76198715,"about_ca_system_score_codex":0.0005360638,"about_ca_system_score_gemma":0.0015700073,"threshold_uncertainty_score":0.8868684},"labels":[],"label_agreement":null},{"id":"W4200602869","doi":"10.1093/geroni/igab046.1131","title":"Temporary Housing for Older People: Addressing Housing Insecurity to Promote Aging in the Right Place","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Aging in place; Autonomy; General partnership; Promotion (chess); Business; Scale (ratio); Work (physics); Unit (ring theory); Public relations; Affordable housing; Economic growth; Political science; Psychology; Finance; Gerontology; Medicine; Economics; Geography; Engineering; Politics","score_opus":0.07969431086946371,"score_gpt":0.4260193594294563,"score_spread":0.3463250485599926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200602869","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9847932,0.00019408976,0.0052231643,0.0067342655,0.000541248,0.0010311507,0.000008069405,0.0000807917,0.0013940517],"genre_scores_gemma":[0.9956753,0.000007073178,0.0015688215,0.0019604159,0.0004246238,0.00022364187,0.00004834478,0.000039807306,0.000051949057],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99742025,0.00051119283,0.0008968311,0.00036200118,0.0002789493,0.0005307734],"domain_scores_gemma":[0.9984209,0.00053544674,0.00028054032,0.00025090447,0.0004814664,0.000030757365],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026900817,0.00016591046,0.00037605094,0.00045390832,0.0009297134,0.00010884841,0.00018006208,0.00015503845,0.00004030187],"category_scores_gemma":[0.00066691736,0.00014900412,0.000031237127,0.0035854655,0.000021083286,0.00037456586,0.00012379792,0.0006779879,0.000005648831],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022664886,0.00012705367,0.54106164,0.00079346093,0.000010725353,0.00006004637,0.4281355,0.00019424218,0.0014372676,0.017102445,0.00022345288,0.010831488],"study_design_scores_gemma":[0.0037024077,0.000028282782,0.37603825,0.010488163,0.000024239302,0.0000019918195,0.57107013,0.003127718,0.0031878913,0.0150959445,0.016200181,0.0010347839],"about_ca_topic_score_codex":0.0014029351,"about_ca_topic_score_gemma":0.013472619,"teacher_disagreement_score":0.16502339,"about_ca_system_score_codex":0.00031771974,"about_ca_system_score_gemma":0.00048065893,"threshold_uncertainty_score":0.75180376},"labels":[],"label_agreement":null},{"id":"W4200610409","doi":"10.1093/geroni/igab046.2692","title":"Physical Activity, Social Support, and Mood in Older Adults during the COVID-19 Pandemic","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Loneliness; Mood; Social isolation; Social support; Psychology; Social connectedness; Mental health; Clinical psychology; Depression (economics); Coronavirus disease 2019 (COVID-19); Gerontology; Psychiatry; Medicine; Social psychology; Internal medicine; Disease","score_opus":0.06729852933546207,"score_gpt":0.4296365715418889,"score_spread":0.36233804220642685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200610409","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9929646,0.000017584098,0.00008905941,0.0055853915,0.00018449638,0.00017440988,0.000005583133,0.000030164243,0.0009486969],"genre_scores_gemma":[0.9964018,0.0000046481787,0.000005369095,0.0030921272,0.00015199686,0.000046910678,0.00001158289,0.000009155773,0.0002764164],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991183,0.00011479943,0.00019890169,0.0002451849,0.00010760614,0.00021518848],"domain_scores_gemma":[0.99961174,0.00015223357,0.00008109231,0.00010409412,0.000026024018,0.000024806059],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003491275,0.000077863355,0.000115577015,0.0001583367,0.000114593284,0.00001859044,0.000054323456,0.000053408912,0.00009735487],"category_scores_gemma":[0.000062232844,0.00007304302,0.00001406337,0.00090334006,0.000039580962,0.00008283325,0.000066665496,0.00028499958,0.0000069476414],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009217829,0.00027411614,0.91991496,0.00017602713,0.0000073927,0.000049397397,0.04396452,0.0000046391137,0.0024490985,0.005926793,0.00017752056,0.026963355],"study_design_scores_gemma":[0.002268452,0.000010167084,0.99191314,0.000026072754,0.0000020067566,0.000033089713,0.0036218048,0.000056216963,0.000284802,0.0005612954,0.001130033,0.000092909104],"about_ca_topic_score_codex":0.00086924294,"about_ca_topic_score_gemma":0.0012149708,"teacher_disagreement_score":0.07199819,"about_ca_system_score_codex":0.00033272765,"about_ca_system_score_gemma":0.00019788244,"threshold_uncertainty_score":0.29786077},"labels":[],"label_agreement":null},{"id":"W4200623049","doi":"10.1093/geroni/igab046.563","title":"An International Perspective on the Impacts of COVID-19 on Adult Education and Training","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Retraining; Government (linguistics); Vocational education; Recession; Unemployment; Pandemic; Political science; Training (meteorology); Economic growth; Coronavirus disease 2019 (COVID-19); Perspective (graphical); Adult education; Business; Economics; Medicine; Geography","score_opus":0.19343574431515678,"score_gpt":0.4889152692452064,"score_spread":0.2954795249300496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200623049","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.934597,0.000006512,0.000055160195,0.034213893,0.0002483886,0.000103426006,0.0000019753027,0.000010141342,0.030763501],"genre_scores_gemma":[0.9970448,0.00001788104,0.000060629605,0.0026871604,0.000115170675,0.000012536465,0.000007974239,0.0000026204784,0.000051230247],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9992599,0.00013021039,0.00016392872,0.00013358408,0.00023444643,0.000077969926],"domain_scores_gemma":[0.9993387,0.00013469595,0.00008638688,0.000084829226,0.00032966438,0.000025714742],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008268149,0.000039424427,0.000046781162,0.000113174116,0.00013769926,0.000054226894,0.00007607739,0.000021360745,0.0000829488],"category_scores_gemma":[0.0023171823,0.000034048593,0.00000904131,0.0005077273,0.000090130496,0.00014356231,0.000008961903,0.00006843315,9.050434e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000073572046,0.00011795775,0.07417258,0.000005486149,0.000004581411,2.33434e-7,0.15874332,0.000030122144,0.00047616963,0.7617833,0.0000877132,0.0045711715],"study_design_scores_gemma":[0.0003389386,0.0000610225,0.15772997,0.00013206975,0.0000032243556,5.8386195e-7,0.75874573,0.00012704068,0.0014281124,0.07885134,0.0024712735,0.00011070589],"about_ca_topic_score_codex":0.0021043348,"about_ca_topic_score_gemma":0.0011645462,"teacher_disagreement_score":0.68293196,"about_ca_system_score_codex":0.00043775912,"about_ca_system_score_gemma":0.00047577303,"threshold_uncertainty_score":0.31811386},"labels":[],"label_agreement":null},{"id":"W4200624333","doi":"10.1093/geroni/igab046.3628","title":"Older Adults’ Acceptance of Technology During the Pandemic: The COVID Technology Acceptance Model (TAM)","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Simon Fraser University; University of Saskatchewan","funders":"","keywords":"Technology acceptance model; Pandemic; Social distance; Thematic analysis; Psychology; Perception; Coronavirus disease 2019 (COVID-19); Social psychology; Usability; Sociology; Medicine; Qualitative research; Computer science; Social science","score_opus":0.02046165609816273,"score_gpt":0.30704636752400105,"score_spread":0.2865847114258383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200624333","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9706949,0.0009902138,0.004597509,0.021968415,0.0001665246,0.00022929968,0.0000024888634,0.00012953824,0.0012211368],"genre_scores_gemma":[0.99765223,0.00044229775,0.0005333544,0.00044843802,0.000092527676,0.00008176905,0.0000016670306,0.000008844843,0.00073889736],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99870306,0.000069173846,0.00045162547,0.00025190497,0.00024715785,0.00027709513],"domain_scores_gemma":[0.9988075,0.00009808735,0.0002849381,0.0003127806,0.000487385,0.0000092973105],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00070746633,0.00010279963,0.00016129352,0.00034781976,0.0007023144,0.00003514007,0.00043023282,0.0001283997,0.00004740674],"category_scores_gemma":[0.00076468097,0.000075554766,0.000026464024,0.0047635785,0.0005449356,0.00018032873,0.00012787632,0.0003168677,0.0000025869108],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009075968,0.000048470327,0.49107796,0.00004813091,0.000030110128,0.000005058073,0.23251991,0.00060374715,0.00215306,0.25808823,0.0005494451,0.014866816],"study_design_scores_gemma":[0.0033013965,0.000027242631,0.4495557,0.00078290456,0.000050885235,0.000034593344,0.27654773,0.0060588634,0.024421405,0.20622446,0.031861607,0.0011332311],"about_ca_topic_score_codex":0.0004171861,"about_ca_topic_score_gemma":0.0102565065,"teacher_disagreement_score":0.051863775,"about_ca_system_score_codex":0.0001037732,"about_ca_system_score_gemma":0.0002084475,"threshold_uncertainty_score":0.57233715},"labels":[],"label_agreement":null},{"id":"W4200625548","doi":"10.1093/geroni/igab046.411","title":"Does Money Matter? Characteristics Associated With Joint Pain Medication Access Among Older Adults","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Joint pain; Medicine; Logistic regression; Pain medication; Chronic pain; Physical therapy; Health and Retirement Study; Gerontology; Internal medicine","score_opus":0.011081952110866189,"score_gpt":0.27541548920439335,"score_spread":0.26433353709352714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200625548","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98679835,0.000008626931,0.004991338,0.0071669943,0.00019665174,0.0003462539,0.0000032324963,0.000060614457,0.00042797174],"genre_scores_gemma":[0.9965467,0.0000052224186,0.0003327238,0.0019418241,0.000095957206,0.00006115849,0.0006381812,0.000020273272,0.00035795275],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985257,0.00016445508,0.000574972,0.00026023365,0.00031097358,0.00016368633],"domain_scores_gemma":[0.9987753,0.00014592116,0.00028140537,0.00020100045,0.0005601551,0.000036196016],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011827634,0.0001142259,0.00021104714,0.00031054157,0.00005103141,0.000047458438,0.000047878082,0.00009064935,0.00022335687],"category_scores_gemma":[0.0015474882,0.000075888565,0.000024841342,0.0013133861,0.000059838778,0.00022210709,0.00002623637,0.00022183298,0.000007153801],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016937936,0.0001520703,0.98531044,0.00050523254,0.0000272513,0.000012345259,0.0011271653,0.000003887194,0.0032531526,0.00010543738,0.00027719405,0.009208873],"study_design_scores_gemma":[0.0010429991,0.000025056152,0.99216074,0.0028475726,0.0000112528,0.0000011627118,0.0006095767,0.0018808993,0.0011403497,0.00012234255,0.000042137995,0.00011593337],"about_ca_topic_score_codex":0.00005100236,"about_ca_topic_score_gemma":0.000049356768,"teacher_disagreement_score":0.00974839,"about_ca_system_score_codex":0.0001417686,"about_ca_system_score_gemma":0.00008725439,"threshold_uncertainty_score":0.3094646},"labels":[],"label_agreement":null},{"id":"W4200626312","doi":"10.1093/geroni/igab046.1244","title":"Intergenerational Exchanges In Aging South Asian Muslim Families: An Intersectional Lifecourse Perspective","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Gender studies; Immigration; Context (archaeology); Islamophobia; Sociology; Negotiation; Islam; Faith; Public sphere; Population ageing; Narrative; Sociocultural evolution; Narrative inquiry; Population; Political science; Geography; Politics; Social science","score_opus":0.023784011099499888,"score_gpt":0.3217202914274839,"score_spread":0.29793628032798397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200626312","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96983135,0.0000528765,0.005600281,0.005816762,0.0014382966,0.00012246933,0.000013723645,0.00005094255,0.017073322],"genre_scores_gemma":[0.99630564,0.000021820997,0.00082796166,0.0011187826,0.0008746457,0.00004285517,0.00011816813,0.000016798267,0.00067329616],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99819213,0.00025008226,0.00045593528,0.00039700547,0.000408084,0.00029677467],"domain_scores_gemma":[0.9988509,0.000060953433,0.00012505535,0.000121121295,0.00080143043,0.000040575098],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010704593,0.00013463711,0.00014334916,0.00083811046,0.00030486667,0.00019720149,0.00015127532,0.000091781,0.00025878422],"category_scores_gemma":[0.00043912872,0.00016823295,0.00004194601,0.0018572281,0.000088057175,0.0005960265,0.00005814188,0.00028579714,0.000007427328],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008429454,0.00011553917,0.048860475,0.000010464682,0.000021216556,0.00003560266,0.30708006,0.0034990457,0.0029353416,0.63442624,0.00017323013,0.0028343862],"study_design_scores_gemma":[0.0005127136,0.000024318966,0.039749213,0.00021417276,0.0000045638935,0.0000059066942,0.9322899,0.014997437,0.0003597886,0.009613782,0.0018316858,0.0003965388],"about_ca_topic_score_codex":0.0014355208,"about_ca_topic_score_gemma":0.04758725,"teacher_disagreement_score":0.6252098,"about_ca_system_score_codex":0.0008825499,"about_ca_system_score_gemma":0.00051808136,"threshold_uncertainty_score":0.9697918},"labels":[],"label_agreement":null},{"id":"W4205421369","doi":"10.1093/geroni/igab046.3081","title":"Preventable? Long-Term Care Policy Successes and Failures During COVID-19 Pandemic: A Scoping Literature Review","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University","funders":"","keywords":"Grey literature; Workforce; CINAHL; Government (linguistics); Pandemic; Scopus; Long-term care; China; Coronavirus disease 2019 (COVID-19); Political science; Medicine; MEDLINE; Business; Gerontology; Nursing; Psychological intervention","score_opus":0.022780759314632058,"score_gpt":0.3742879167921894,"score_spread":0.35150715747755734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205421369","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9223825,0.06288285,0.0012667351,0.010553014,0.00029273183,0.00041641275,0.000015268073,0.000077249715,0.0021132969],"genre_scores_gemma":[0.97410053,0.021722764,0.00016975235,0.0030846102,0.00031725777,0.00003576043,0.000117419215,0.000009646835,0.00044226207],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988245,0.0001454067,0.0003426768,0.0002480731,0.00023033329,0.00020901665],"domain_scores_gemma":[0.9992718,0.00006284938,0.00012090195,0.00010170672,0.00039592848,0.000046821428],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004653196,0.0000960903,0.00014449128,0.00026401496,0.0004684051,0.00028351782,0.000100913494,0.00006440016,0.00004008391],"category_scores_gemma":[0.000970012,0.00010569138,0.000023772307,0.001984101,0.000046950667,0.00038948737,0.0000749724,0.00015423713,6.4483663e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000033811284,0.000014741916,0.84684575,0.008064101,0.000016176611,0.000085653206,0.025754096,0.00012426882,0.002189841,0.11111354,0.00007883074,0.0057096076],"study_design_scores_gemma":[0.0041383053,0.000055029883,0.5497588,0.34839997,0.00011407504,0.00048637713,0.04904274,0.00031892452,0.0028795376,0.011750431,0.029594561,0.0034612454],"about_ca_topic_score_codex":0.0006833543,"about_ca_topic_score_gemma":0.010001486,"teacher_disagreement_score":0.34033585,"about_ca_system_score_codex":0.0004174242,"about_ca_system_score_gemma":0.00079689355,"threshold_uncertainty_score":0.5581064},"labels":[],"label_agreement":null},{"id":"W4205465340","doi":"10.1093/geroni/igab046.1719","title":"Emerging Biotechnology Markers of Cognitive Impairment","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Neurocognitive; Cognition; Dementia; Gerontology; Medicine; Cognitive decline; Activities of daily living; Psychology; Pathology; Psychiatry","score_opus":0.013668069516117336,"score_gpt":0.27972847740607976,"score_spread":0.26606040788996244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205465340","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98223925,0.000027038104,0.008021593,0.0020054362,0.00008858583,0.00020295089,0.000004475642,0.000033017026,0.0073776846],"genre_scores_gemma":[0.99729204,0.000037473863,0.001640956,0.0008636028,0.000012071595,0.000024732792,0.0000204036,0.000013665701,0.00009503994],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99845695,0.00009575009,0.0005175895,0.00039887664,0.00023990724,0.0002908986],"domain_scores_gemma":[0.99944717,0.00012248829,0.00020188742,0.00018052607,0.000024180712,0.000023737206],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00082362466,0.00010875524,0.0001451194,0.00024429185,0.00006383161,0.000008329175,0.00009162651,0.0000770721,0.0013415426],"category_scores_gemma":[0.0003916847,0.00012927066,0.000020533316,0.0020461213,0.00015813862,0.00017807413,0.00020711936,0.0002311336,0.00008222166],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003314507,0.0002647931,0.6533944,0.000053469674,0.000028131619,0.00010309933,0.0026067258,0.00073647447,0.13236606,0.0017144541,0.00018475455,0.20851447],"study_design_scores_gemma":[0.001324971,0.0000770182,0.74306136,0.00040493623,0.000011940961,0.000024477786,0.007090234,0.0017891857,0.24125722,0.001950802,0.0026549825,0.00035284983],"about_ca_topic_score_codex":0.00014734727,"about_ca_topic_score_gemma":0.0000505598,"teacher_disagreement_score":0.20816162,"about_ca_system_score_codex":0.00027561514,"about_ca_system_score_gemma":0.000029993922,"threshold_uncertainty_score":0.9995714},"labels":[],"label_agreement":null},{"id":"W4205625631","doi":"10.1093/geroni/igab059","title":"Trajectories of Frailty With Aging: Coordinated Analysis of Five Longitudinal Studies","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University; Université de Sherbrooke; University of Victoria; Lakehead University","funders":"National Institute on Aging; Engineering and Physical Sciences Research Council; National Institutes of Health; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Alzheimer’s Research UK; ZonMw; University College London; Government of the United Kingdom; University of Michigan; Age UK; National Institute for Health and Care Research; Ministero della Salute; National Institute on Minority Health and Health Disparities; Alan Turing Institute","keywords":"Cohort; Longitudinal study; Gerontology; Medicine; Demography; Cohort study; Comparability; Frailty Index; Longitudinal data; Healthy aging; Cardiovascular health; Internal medicine; Disease; Mathematics","score_opus":0.05580285225346268,"score_gpt":0.34431463529417466,"score_spread":0.288511783040712,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205625631","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9972055,0.00037989614,0.00061794964,0.0010636423,0.0000903561,0.00018147637,0.000024735933,0.000030716135,0.00040573895],"genre_scores_gemma":[0.998814,0.000009600262,0.0005987108,0.00009075175,0.000016505637,0.00003611422,0.000094328185,0.0000114962695,0.00032852218],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99856937,0.000047915695,0.00062282284,0.00021130436,0.00040696695,0.00014162333],"domain_scores_gemma":[0.99851,0.00014740329,0.0003770365,0.00022147218,0.0007310515,0.0000130293865],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004580395,0.00011120151,0.0005064063,0.0016456894,0.00006261953,0.000003885179,0.00008500013,0.000020918485,0.00011287568],"category_scores_gemma":[0.00027515608,0.00010267099,0.000043974636,0.010025905,0.0001325813,0.00010157178,0.000072318864,0.00022109126,2.2315372e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015455426,0.00015053217,0.9707318,0.0002365885,0.0016742825,0.00003097729,0.010523893,0.009421064,0.004172073,0.001264323,0.00025551327,0.0013843961],"study_design_scores_gemma":[0.0024270567,0.00036397614,0.96254724,0.00029293806,0.00083979184,0.000017065046,0.018422758,0.0025118026,0.011792772,0.00023047689,0.0003622885,0.00019181609],"about_ca_topic_score_codex":0.00028698237,"about_ca_topic_score_gemma":0.00010419273,"teacher_disagreement_score":0.008380217,"about_ca_system_score_codex":0.00017027353,"about_ca_system_score_gemma":0.00008277052,"threshold_uncertainty_score":0.48171154},"labels":[],"label_agreement":null},{"id":"W4206439228","doi":"10.1093/geroni/igab058","title":"Dance Wherever You Are: The Evolution of Multimodal Delivery for Social Inclusion of Rural Older Adults","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; University Health Network; University of Manitoba; Health Canada; Brock University; Brandon University; Trent University","funders":"Canadian Institutes of Health Research; Trent University; Canada Research Chairs; Alzheimer Society","keywords":"Context (archaeology); Dance; Inclusion (mineral); Psychology; Social exclusion; Public relations; Medical education; Social psychology; Medicine; Geography; Political science; Visual arts","score_opus":0.013686461511472858,"score_gpt":0.286379473758436,"score_spread":0.27269301224696313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206439228","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99164337,0.00012744786,0.0017995132,0.0054847505,0.00028774285,0.00047794028,0.0000219974,0.00004487533,0.000112353875],"genre_scores_gemma":[0.9992069,0.000004733051,0.0004128256,0.00013219113,0.00007608589,0.000097641205,0.000009579149,0.0000075400512,0.000052515454],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99880266,0.00012818447,0.00040909208,0.00011914191,0.00036668213,0.00017425552],"domain_scores_gemma":[0.99898016,0.00010655305,0.00046563416,0.00010771578,0.00033434748,0.0000055751443],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012017917,0.000063712505,0.000121912104,0.00026935284,0.00091252517,0.0000054222396,0.0003207247,0.00006710379,0.00002154374],"category_scores_gemma":[0.00025696246,0.000063127554,0.000032695934,0.0017548482,0.0002084626,0.00017361988,0.00034750538,0.00018010654,2.9870017e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003019024,0.0003967742,0.334015,0.00013303674,0.000037017755,0.0000013018994,0.38115972,0.0005771401,0.015257503,0.15739727,0.0026047246,0.10811858],"study_design_scores_gemma":[0.004684873,0.00008866062,0.50305295,0.00040030072,0.000017861414,0.0000014066052,0.45268115,0.0043788482,0.0030802933,0.025446232,0.0057573547,0.0004100536],"about_ca_topic_score_codex":0.005248872,"about_ca_topic_score_gemma":0.001480651,"teacher_disagreement_score":0.16903794,"about_ca_system_score_codex":0.00042087035,"about_ca_system_score_gemma":0.00014149923,"threshold_uncertainty_score":0.793476},"labels":[],"label_agreement":null},{"id":"W4206683977","doi":"10.1093/geroni/igab046.1723","title":"Hip Accelerometry Activity Patterns Improve Machine Learning Prediction of 1-Year MoCA Score Change","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Quartile; Medicine; Physical therapy; Analysis of variance; Gerontology; Physical medicine and rehabilitation; Demography; Cognition; Cognitive impairment; Internal medicine","score_opus":0.06609770392020337,"score_gpt":0.3047512933431225,"score_spread":0.23865358942291914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206683977","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.995386,0.00005137012,0.0016889722,0.0016005408,0.00035475384,0.00024991162,0.00003424542,0.0000780165,0.00055620284],"genre_scores_gemma":[0.99831325,0.000031201573,0.00048460762,0.00027435282,0.00022423982,0.000032618373,0.00021731044,0.00002501123,0.0003974198],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987974,0.000051079056,0.00040072,0.00026175042,0.00030112182,0.00018790289],"domain_scores_gemma":[0.9991261,0.00005784684,0.0002151987,0.00022483773,0.00034890164,0.000027158007],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003488509,0.000116794596,0.00022475015,0.0005499881,0.000037575337,0.000016461596,0.00005368085,0.00009369811,0.00016979137],"category_scores_gemma":[0.0004944831,0.00012750582,0.000031169457,0.0018670021,0.00002354673,0.00027804865,0.00007198973,0.0004963975,0.0000056649355],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029691773,0.00009228757,0.76619905,0.00029503985,0.00002174377,0.000020504549,0.0007471537,0.000013670235,0.18805812,0.00007776751,0.000026436319,0.044418536],"study_design_scores_gemma":[0.0015167926,0.000095031464,0.8650937,0.00054732687,0.000015380434,0.00002048893,0.00031602717,0.00381525,0.12826136,0.000047966092,0.00018174411,0.00008895503],"about_ca_topic_score_codex":0.00026049238,"about_ca_topic_score_gemma":0.000027033551,"teacher_disagreement_score":0.09889464,"about_ca_system_score_codex":0.00014344689,"about_ca_system_score_gemma":0.00005914828,"threshold_uncertainty_score":0.51995367},"labels":[],"label_agreement":null},{"id":"W4206707213","doi":"10.1093/geroni/igab046.3148","title":"Cultural Safety within the Indigenous Health Context: Findings from a Review of Reviews","year":2021,"lang":"en","type":"review","venue":"Innovation in Aging","topic":"Cultural Competency in Health Care","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Thompson Rivers University; Workers Compensation Board of Alberta; University of British Columbia; University of British Columbia Hospital; University of Saskatchewan; Laurentian University; University of Victoria","funders":"","keywords":"Cultural safety; Health care; Indigenous; Thematic analysis; Psychological intervention; CINAHL; Health equity; Patient safety; Nursing; Medicine; Equity (law); Public relations; Qualitative research; Political science; Sociology; Public health; Social science","score_opus":0.151143770306456,"score_gpt":0.4581105081494286,"score_spread":0.30696673784297257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206707213","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000015763433,0.99146855,0.000008089521,0.003513769,0.0010356427,0.00317827,0.00007428283,0.000033847195,0.00067176926],"genre_scores_gemma":[0.00002552004,0.9933756,0.00023241149,0.0049982127,0.00032471388,0.00021178075,0.00064512657,0.000020748903,0.00016588053],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9921508,0.0025811207,0.0037803703,0.00044192089,0.00063775707,0.0004080364],"domain_scores_gemma":[0.9951198,0.0006441502,0.0029809468,0.0004585191,0.0007403542,0.00005619005],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008052186,0.00032531467,0.0024125257,0.00020361312,0.00060102943,0.00007491976,0.00071288814,0.00019421153,0.00018831714],"category_scores_gemma":[0.004007529,0.00021053318,0.00029366705,0.0056820055,0.00017272045,0.00021138554,0.000105351,0.0009931083,0.00002471172],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[5.723104e-7,0.000010655316,0.00005278688,0.057939105,0.000022638476,0.0000025303707,0.041078363,1.2210953e-7,5.8894546e-8,0.012532521,0.004085478,0.8842752],"study_design_scores_gemma":[0.000039891085,0.000006002567,0.000012035234,0.28929415,0.00003424193,0.0000023391888,0.0024182156,1.0972822e-7,7.5422726e-8,0.00006675176,0.70797825,0.00014792776],"about_ca_topic_score_codex":0.010573386,"about_ca_topic_score_gemma":0.0045423876,"teacher_disagreement_score":0.88412726,"about_ca_system_score_codex":0.0012844667,"about_ca_system_score_gemma":0.0028410803,"threshold_uncertainty_score":0.9960153},"labels":[],"label_agreement":null},{"id":"W4214772954","doi":"10.1093/geroni/igz038.325","title":"THE PROBLEM OF INTEGRATING OF BIOLOGICAL AND CLINICAL MARKERS OF AGEING","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Ageing; Biological age; Gompertz function; Frailty Index; Computer science; Computational biology; Biology; Gerontology; Medicine; Machine learning; Genetics","score_opus":0.03280803453609306,"score_gpt":0.3211522192360538,"score_spread":0.28834418469996076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4214772954","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99380916,0.000014786593,0.0008257095,0.00016882221,0.000026833706,0.00023057187,9.0741133e-7,0.0000029601986,0.0049202507],"genre_scores_gemma":[0.99603605,0.000044022927,0.003825678,0.00006381493,0.000005098823,0.0000033166311,0.0000013320225,0.000004072168,0.000016628386],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99860364,0.00014642064,0.0008009215,0.00018200777,0.00014388846,0.00012309234],"domain_scores_gemma":[0.9988651,0.00055139756,0.00043829664,0.00011860751,0.00001488756,0.000011664208],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031431438,0.000057540663,0.00014434807,0.000057316134,0.00003053356,0.000003947498,0.00009570757,0.00004453598,0.00008802179],"category_scores_gemma":[0.00029982955,0.00004159467,0.00001685463,0.0005325479,0.00029057646,0.00009121387,0.0001280037,0.00016580812,0.0000044161047],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010972174,0.000017748294,0.886211,0.000016308551,0.000003576079,3.1097662e-7,0.00026297072,0.000050707247,0.0216482,0.00054449425,0.0000031662628,0.091230586],"study_design_scores_gemma":[0.00025761014,0.000078156314,0.9928028,0.00014158677,0.0000017305769,6.504816e-7,0.0011112454,0.0013484465,0.0029732063,0.0009843219,0.00024895152,0.000051289135],"about_ca_topic_score_codex":0.00013892105,"about_ca_topic_score_gemma":0.00002525202,"teacher_disagreement_score":0.10659184,"about_ca_system_score_codex":0.000039056216,"about_ca_system_score_gemma":0.000009549809,"threshold_uncertainty_score":0.16961814},"labels":[],"label_agreement":null},{"id":"W4220746677","doi":"10.1093/geroni/igac019","title":"Negative and Positive Psychosocial Factors in Relation to Cognitive Health in Older African Americans","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Aging; Canadian Institutes of Health Research","keywords":"Cognition; Dementia; Psychosocial; Depressive symptoms; Cognitive decline; Psychology; Gerontology; Clinical psychology; Medicine; Psychiatry; Disease; Internal medicine","score_opus":0.03006853885688352,"score_gpt":0.37491125014115695,"score_spread":0.3448427112842734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220746677","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98511195,0.000011435748,0.00066770596,0.010228135,0.000044642526,0.0009725108,0.000031350537,0.000012071488,0.0029201857],"genre_scores_gemma":[0.9968884,0.0000041717462,0.00013529154,0.0025339583,0.000017977136,0.00014989216,0.00016548469,0.000010599058,0.000094225026],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986466,0.00019821472,0.0003675526,0.00025473273,0.00028097755,0.0002519003],"domain_scores_gemma":[0.9995561,0.00013404172,0.00010766078,0.000040678846,0.00012066461,0.000040821033],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006604531,0.00008775308,0.00018231233,0.0013814707,0.00009184203,0.000014888135,0.000030020607,0.00001774964,0.0001065797],"category_scores_gemma":[0.000221151,0.0000980732,0.000010757606,0.0040586093,0.00004136529,0.000109067056,0.00005739703,0.00039187036,0.000001561847],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019254269,0.00021146286,0.9443985,0.000010894404,0.000009784762,0.0000147914125,0.032520276,0.000010395739,0.00032147503,0.00038272285,0.000078257195,0.02184887],"study_design_scores_gemma":[0.002072203,0.00033202753,0.96365994,0.0001609624,0.0000023264317,0.0000021091882,0.032924134,0.0000890696,0.00021551391,0.00040191776,0.000057309786,0.00008247813],"about_ca_topic_score_codex":0.0013565733,"about_ca_topic_score_gemma":0.00019246945,"teacher_disagreement_score":0.021766393,"about_ca_system_score_codex":0.0005453964,"about_ca_system_score_gemma":0.00016671291,"threshold_uncertainty_score":0.3999309},"labels":[],"label_agreement":null},{"id":"W4224238177","doi":"10.1093/geroni/igac028","title":"Iatrogenesis in the Context of Residential Dementia Care: A Concept Analysis","year":2022,"lang":"en","type":"review","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Horizon Health Network; University of New Brunswick","funders":"","keywords":"Dementia; Harm; Context (archaeology); Dignity; Psychology; Operationalization; Social psychology; Medicine; Epistemology; Political science; Disease","score_opus":0.09358166128210206,"score_gpt":0.4481615485234668,"score_spread":0.35457988724136474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224238177","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008929894,0.9964904,0.00006585089,0.00015275928,0.00083289546,0.0009367647,0.000056577996,0.000016385391,0.00055536977],"genre_scores_gemma":[0.04052516,0.9569074,0.000062944164,0.00022529645,0.0002438504,0.0006557873,0.0012699137,0.000033301905,0.00007633115],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99572957,0.0014393873,0.0018954088,0.00028535668,0.00037407412,0.00027618973],"domain_scores_gemma":[0.9974782,0.00076423644,0.0012023764,0.00038123847,0.00016409271,0.000009886525],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016787705,0.00018459406,0.0010778243,0.0023732122,0.00023448697,0.0000124574335,0.00036077856,0.00016878445,0.0006527446],"category_scores_gemma":[0.00018746409,0.00014994995,0.00026522722,0.011437819,0.000033369335,0.000053761243,0.000107872394,0.00072361936,0.000005941266],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010985968,0.00004509091,0.008753348,0.0075532524,0.0006796185,0.000014360116,0.06129574,0.000011864828,5.07077e-7,0.0025433043,0.0046695797,0.91442233],"study_design_scores_gemma":[0.0003541976,0.00001371173,0.0010496202,0.0016733982,0.0018876675,7.9874167e-7,0.059752554,0.000001653183,5.294488e-7,0.000040377156,0.9350621,0.00016339288],"about_ca_topic_score_codex":0.0030002783,"about_ca_topic_score_gemma":0.0013399917,"teacher_disagreement_score":0.9303925,"about_ca_system_score_codex":0.00039072536,"about_ca_system_score_gemma":0.0006250442,"threshold_uncertainty_score":0.7147096},"labels":[],"label_agreement":null},{"id":"W4225980206","doi":"10.1093/geroni/igab046.975","title":"Are All Domains of Life Satisfaction Equal? Differential Associations With Health and Well-Being in Older Adults","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Psychological Well-being and Life Satisfaction","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Life satisfaction; Loneliness; Psychosocial; Demography; Gerontology; Association (psychology); Medicine; Psychology; Psychiatry; Social psychology","score_opus":0.025014426666709107,"score_gpt":0.32566334435140576,"score_spread":0.30064891768469665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225980206","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9903274,0.00007523931,0.0036948407,0.0021931313,0.00039350288,0.00019191834,0.000005481767,0.00004219205,0.0030762507],"genre_scores_gemma":[0.9979355,0.000015644577,0.00027400316,0.001514313,0.00007241367,0.000029016488,0.0000667436,0.0000146141365,0.000077769495],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982455,0.00026833976,0.0006905402,0.00034965857,0.00019111381,0.00025488238],"domain_scores_gemma":[0.9988997,0.00016355612,0.000606624,0.0001628746,0.000120306315,0.00004692206],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039690585,0.00012635106,0.0002736779,0.0004272285,0.00006809057,0.00002637603,0.00003974851,0.00012090396,0.00017449596],"category_scores_gemma":[0.00019427693,0.00012507217,0.000018302406,0.0012344237,0.000033665292,0.00012055908,0.000020290085,0.00033417603,0.000006363163],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007297224,0.00013478525,0.9674183,0.000043975342,0.000031859043,0.000010228523,0.008225713,0.000027783943,0.0001842487,0.015988007,0.00023321889,0.0076289186],"study_design_scores_gemma":[0.002159976,0.000043723598,0.9917212,0.00029023347,0.000003955301,0.0000060373814,0.0040637264,0.00007198265,0.000050917955,0.0013732688,0.000089364505,0.00012562782],"about_ca_topic_score_codex":0.0009518004,"about_ca_topic_score_gemma":0.0012845781,"teacher_disagreement_score":0.024302898,"about_ca_system_score_codex":0.00012230832,"about_ca_system_score_gemma":0.000048416285,"threshold_uncertainty_score":0.5100295},"labels":[],"label_agreement":null},{"id":"W4226034153","doi":"10.1093/geroni/igab046.3455","title":"A Student-Led Community Outreach Telehealth Program for COVID Education and Health Promotion (COACH)","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Mind wandering and attention","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Northern British Columbia; Interior Health; University of British Columbia, Okanagan Campus; Kelowna General Hospital; University of British Columbia","funders":"","keywords":"Outreach; Health promotion; Anxiety; Quality of life (healthcare); Telehealth; Medicine; Mental health; Psychology; Social support; Gerontology; Health education; Public health; Health care; Nursing; Psychiatry; Telemedicine","score_opus":0.13929587052241055,"score_gpt":0.4395130556195868,"score_spread":0.30021718509717626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4226034153","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9867045,0.000034244593,0.0050348598,0.006855482,0.00025149665,0.0007524005,0.0000038009666,0.00009119691,0.00027199226],"genre_scores_gemma":[0.99651283,0.000016433247,0.0016014043,0.0012904964,0.000051284966,0.00023502146,0.000098811855,0.0000104243545,0.00018331742],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9988311,0.0002595088,0.00037645324,0.000222256,0.00013121965,0.00017946641],"domain_scores_gemma":[0.99942666,0.000067568944,0.00019450161,0.00015302995,0.000123515,0.000034719425],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011241084,0.00007942272,0.00011504476,0.00021842269,0.00037197862,0.000108750326,0.00006683643,0.000032686992,0.00000458878],"category_scores_gemma":[0.0003447565,0.00008653056,0.000012783552,0.0009364055,0.000025704021,0.00016529273,0.000037854825,0.00021150103,9.808521e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014795343,0.0041201417,0.1124178,0.00095498486,0.0000049526725,0.0000015510271,0.0094876215,0.00003537027,0.03906411,0.025420306,0.0005376708,0.80794066],"study_design_scores_gemma":[0.008135338,0.0018052937,0.8145741,0.0018456487,0.000025036199,0.00021592,0.027817952,0.008157459,0.08630701,0.0281439,0.021829482,0.0011428152],"about_ca_topic_score_codex":0.00014316571,"about_ca_topic_score_gemma":0.00013437642,"teacher_disagreement_score":0.80679786,"about_ca_system_score_codex":0.00014980562,"about_ca_system_score_gemma":0.0003062104,"threshold_uncertainty_score":0.3528614},"labels":[],"label_agreement":null},{"id":"W4226043156","doi":"10.1093/geroni/igab046.3648","title":"The Role of Relationship Quality for Solitude Experiences during the Pandemic","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Context-Aware Activity Recognition Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Solitude; Psychology; Affect (linguistics); Experience sampling method; Social psychology; Developmental psychology; Communication; Psychotherapist","score_opus":0.07214593653059298,"score_gpt":0.34591256836643763,"score_spread":0.27376663183584465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4226043156","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8884861,0.00017655056,0.10938712,0.0010974157,0.0002336915,0.00015883647,0.000001070676,0.000038269256,0.00042095492],"genre_scores_gemma":[0.99903065,0.000002576966,0.0005814647,0.000069959606,0.000042990512,0.00016759757,0.0000016112974,0.0000030699584,0.00010010756],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99882406,0.00017887907,0.00050881994,0.00017086897,0.00018975233,0.00012761568],"domain_scores_gemma":[0.9976399,0.001419297,0.0002671008,0.00031280977,0.0003535146,0.0000073889955],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016677107,0.00005349639,0.00008807483,0.000082385755,0.00028417847,0.00013058633,0.00031524326,0.000027040936,0.0000021831331],"category_scores_gemma":[0.00090457726,0.0000384056,0.00002773831,0.0012077453,0.000043441498,0.00036749872,0.000093610426,0.00010476326,0.0000014343561],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008505623,0.000034079796,0.6184977,0.00003971758,0.00001648012,6.436769e-7,0.03831612,0.00006563504,0.021431817,0.25184196,0.000019143814,0.069728136],"study_design_scores_gemma":[0.0008775492,0.000014674246,0.74987537,0.00019285922,0.0000034527188,0.000030650448,0.060480334,0.0102219535,0.08296194,0.08808701,0.0069404114,0.0003138062],"about_ca_topic_score_codex":0.000036918434,"about_ca_topic_score_gemma":0.00011668028,"teacher_disagreement_score":0.16375497,"about_ca_system_score_codex":0.00004861917,"about_ca_system_score_gemma":0.00009400243,"threshold_uncertainty_score":0.21856998},"labels":[],"label_agreement":null},{"id":"W4226050649","doi":"10.1093/geroni/igab046.2200","title":"Discrete Emotion Profiles in Old Age: Stability and Change for Better or Worse","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Family and Disability Support Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Sadness; Anger; Calmness; Psychology; Developmental psychology; Clinical psychology; Psychiatry","score_opus":0.16641122818193127,"score_gpt":0.4138089054808679,"score_spread":0.24739767729893664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4226050649","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9930998,0.000033358694,0.00044322087,0.0049145194,0.00018642325,0.0005545135,0.000017605009,0.000019745361,0.0007308186],"genre_scores_gemma":[0.9973901,0.0000016610679,0.0006166878,0.0009394986,0.00009015134,0.00040459045,0.0001417329,0.000009196098,0.00040640356],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99882215,0.00012737059,0.00037341102,0.00032807392,0.00010710878,0.00024185544],"domain_scores_gemma":[0.9994225,0.00019093759,0.00004687484,0.00020966258,0.00011233925,0.000017718083],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010541598,0.00007772984,0.00012790134,0.00022928175,0.00003857,0.00003834038,0.000050608014,0.000077427074,0.00063995086],"category_scores_gemma":[0.00040710962,0.00007230568,0.000014056227,0.0011294348,0.00006909353,0.00020079492,0.000048061138,0.00018120349,0.000006288445],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010187956,0.00012632058,0.956587,0.00016685836,0.0000049685477,0.000032349893,0.009690134,3.251272e-7,0.001956016,0.0050722198,0.00022924184,0.026032664],"study_design_scores_gemma":[0.00088873657,0.000032089174,0.9832488,0.00006572709,0.0000016386653,0.0000033657693,0.008773228,0.00011465854,0.0016838132,0.004315447,0.00076498586,0.00010756609],"about_ca_topic_score_codex":0.00035584517,"about_ca_topic_score_gemma":0.000844107,"teacher_disagreement_score":0.026661722,"about_ca_system_score_codex":0.000061073195,"about_ca_system_score_gemma":0.000032127788,"threshold_uncertainty_score":0.7007013},"labels":[],"label_agreement":null},{"id":"W4226119528","doi":"10.1093/geroni/igab046.496","title":"The Emergence and Benefits of Social Relationships in Two Community-Based Dementia Choirs","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Family and Disability Support Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Loneliness; Reciprocity (cultural anthropology); Feeling; Dementia; Social isolation; Psychology; Choir; Social capital; Developmental psychology; Social psychology; Sociology; Medicine; Pedagogy; Disease; Psychiatry; Social science","score_opus":0.1529020505492575,"score_gpt":0.41495319042819856,"score_spread":0.262051139878941,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4226119528","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99180955,0.00013434226,0.00012802049,0.0023925107,0.00009726954,0.00007845431,0.0000034993798,0.000006449115,0.005349887],"genre_scores_gemma":[0.99960345,0.0000020231323,0.00010166939,0.00016057899,0.000012379845,0.00002381961,0.00003806241,0.000003944001,0.00005406741],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99870825,0.0005669452,0.0003797553,0.00009465707,0.00011653337,0.00013387669],"domain_scores_gemma":[0.99906987,0.0005378277,0.000068147645,0.00016870884,0.00014776562,0.000007675009],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002274418,0.000042985965,0.000068607835,0.00015386775,0.0002554762,0.000016254371,0.000088805,0.000032254382,0.00013159984],"category_scores_gemma":[0.00036873875,0.00004235247,0.000009853555,0.0015146262,0.00010955517,0.000057619483,0.00004549637,0.0004345029,0.0000038857634],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001179932,0.00007913973,0.9007902,0.00001738443,0.0000065369,8.6577313e-7,0.0045654727,0.000111135116,0.00041154723,0.09019272,0.0001770117,0.0036361928],"study_design_scores_gemma":[0.00046174094,0.000005300438,0.9803317,0.0000181021,0.0000017490727,4.6558023e-7,0.014137568,0.000088011984,0.00048545105,0.003993198,0.00043568958,0.000041024123],"about_ca_topic_score_codex":0.0006905368,"about_ca_topic_score_gemma":0.003620752,"teacher_disagreement_score":0.08619952,"about_ca_system_score_codex":0.000018527631,"about_ca_system_score_gemma":0.000052182095,"threshold_uncertainty_score":0.20204645},"labels":[],"label_agreement":null},{"id":"W4226218340","doi":"10.1093/geroni/igab046.3258","title":"Resistance training improves mobility disability in community-dwelling older adults: a meta-analysis","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Meta-analysis; Resistance training; Psychological intervention; Randomized controlled trial; Physical therapy; Strength training; Preferred walking speed; Physical medicine and rehabilitation; Gerontology; Internal medicine; Nursing","score_opus":0.2164014065456431,"score_gpt":0.43358111939398963,"score_spread":0.21717971284834653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4226218340","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99358684,0.0018736735,0.0018800639,0.0013767687,0.00003349503,0.00017943849,0.000011558788,0.000024901772,0.0010332399],"genre_scores_gemma":[0.99287754,0.000029046121,0.006441432,0.0003812196,0.000020987,0.000043744913,0.00010314455,0.000008914917,0.000093983734],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99801075,0.00034356856,0.0009578164,0.00027039537,0.0002331089,0.00018436127],"domain_scores_gemma":[0.99818426,0.00062625215,0.00021467602,0.00049651595,0.00045564392,0.00002261994],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020657803,0.00013070663,0.0008106612,0.00033503975,0.000052541,0.000014612964,0.000085967105,0.00006588752,0.00009824624],"category_scores_gemma":[0.0016167111,0.00012352665,0.00020756746,0.004852299,0.000106423766,0.00014178647,0.000042315347,0.00048437403,6.423139e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014785092,0.0007913871,0.901263,0.0011082353,0.006526968,0.00003046191,0.079557456,0.00045679443,0.0041045565,0.0012941447,0.000017399509,0.00470175],"study_design_scores_gemma":[0.0028557116,0.000050030096,0.8151636,0.0017309545,0.011416506,0.0000023660173,0.12835568,0.0030027071,0.031982806,0.0035461884,0.0013580162,0.0005354194],"about_ca_topic_score_codex":0.00068602664,"about_ca_topic_score_gemma":0.0029250386,"teacher_disagreement_score":0.08609938,"about_ca_system_score_codex":0.00015567859,"about_ca_system_score_gemma":0.000080520644,"threshold_uncertainty_score":0.5037271},"labels":[],"label_agreement":null},{"id":"W4226464670","doi":"10.1093/geroni/igab046.2877","title":"“All they do is walk”: Successful aging and symbolic boundaries among a self-organized mall walkers club","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Physical Activity and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"","keywords":"Club; Narrative; Symbolic interactionism; Sociology; Social worlds; Aging in place; Social psychology; Psychology; Gender studies; Aesthetics; Gerontology; Social science","score_opus":0.02115187293418894,"score_gpt":0.3050776003565285,"score_spread":0.2839257274223395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4226464670","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9812317,0.00012101684,0.0001671645,0.016217817,0.00012840255,0.00017734934,0.0000030974163,0.00010854657,0.0018449248],"genre_scores_gemma":[0.99395925,0.00008473252,0.0007590228,0.0048228963,0.00016623412,0.00001124053,0.000028793003,0.000023963692,0.00014386278],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986481,0.000058229936,0.00040733302,0.00032891514,0.00024666678,0.00031073202],"domain_scores_gemma":[0.99925447,0.000096658354,0.00013704682,0.00020362884,0.00024287177,0.00006530659],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003773152,0.00014724035,0.0003470369,0.00027147034,0.00019871003,0.00020425305,0.00005696779,0.00007977878,0.000074054486],"category_scores_gemma":[0.00014450292,0.0001464198,0.000026198011,0.0011617573,0.000097193355,0.0004479556,0.00008276634,0.00043556007,0.000010556652],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007228353,0.0005434961,0.90922076,0.00090656144,0.00014763157,0.00014964858,0.025401548,0.0000040189834,0.02192937,0.030485835,0.0007119776,0.0104268985],"study_design_scores_gemma":[0.0062345914,0.00013560096,0.88451064,0.0015256004,0.00014056069,0.00013194393,0.0055160644,0.0019869164,0.038188793,0.020743169,0.040139258,0.00074685784],"about_ca_topic_score_codex":0.0005019323,"about_ca_topic_score_gemma":0.00012322982,"teacher_disagreement_score":0.03942728,"about_ca_system_score_codex":0.00015400276,"about_ca_system_score_gemma":0.00031833208,"threshold_uncertainty_score":0.5970826},"labels":[],"label_agreement":null},{"id":"W4231773691","doi":"10.1093/geroni/igy023.1375","title":"The Nak’azdli Whu’ten is a First Nations community located in northern British Columbia Canada. They have prioritized support for the mental health and wellbeing of their Elders and were keen to strengthen intergenerational linkages in the community to preserve cultural wisdom held by the elders for future generations. We co-created a digital storytelling workshop using technology to facilitate knowledge-sharing between Elders and youths. This pilot 10 session workshop involved all grade 6 and 7 students at a First Nations school and 20 First Nations Elders. Students recorded the Elders who orally shared stories and then added imagery and sounds to capture their understandings and create a digital story. The workshop was led by elders. Our project demonstrates one way to document oral histories while simultaneously building intergenerational relationships. We will discuss how this project successfully fostered intergenerational relationships, helped preserve cultural identity, and reduced social isolation of First Nations Elders.","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Cerebral Palsy and Movement Disorders","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Empowerment; Mental health; Context (archaeology); Gerontology; Independence (probability theory); Psychology; Medicine; Nursing; Political science; Geography; Psychiatry","score_opus":0.09784075501336469,"score_gpt":0.34741953238244416,"score_spread":0.24957877736907946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4231773691","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91330504,0.00090189156,0.0013837339,0.07785254,0.0000748987,0.0053920685,0.0010557799,0.00002667401,0.0000073622396],"genre_scores_gemma":[0.9965905,0.0006011492,0.00040517165,0.00020116015,0.0000616598,0.0007194546,0.0010725076,0.000036958085,0.00031146168],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9971241,0.00050390075,0.0009237147,0.000564965,0.00048721363,0.000396112],"domain_scores_gemma":[0.9951348,0.0033193333,0.0004323039,0.00027438384,0.0007119993,0.00012723223],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0017517834,0.00040783046,0.00048215792,0.00055400585,0.0080045825,0.0019904857,0.00040340546,0.00017817352,0.0000030555752],"category_scores_gemma":[0.002394234,0.00029539384,0.000044124256,0.0011628658,0.0004892677,0.0012353823,0.0005599311,0.0007307865,2.6124123e-8],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00070195156,0.00023012837,0.49792823,0.00038485328,0.0006992574,5.072729e-7,0.49120075,0.00052101916,0.0006526896,0.00015502167,0.006904856,0.0006207557],"study_design_scores_gemma":[0.00516408,0.00076361577,0.028581565,0.0025122846,0.0002298227,0.000020513584,0.95311856,0.006075931,0.00012494165,0.0003835492,0.0022741058,0.0007510033],"about_ca_topic_score_codex":0.015571605,"about_ca_topic_score_gemma":0.9514782,"teacher_disagreement_score":0.9359065,"about_ca_system_score_codex":0.00058633543,"about_ca_system_score_gemma":0.00026125065,"threshold_uncertainty_score":0.9999498},"labels":[],"label_agreement":null},{"id":"W4232161480","doi":"10.1093/geroni/igx004.4782","title":"REDEFINING THE GOALS OF AGE-FRIENDLY INTERVENTIONS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Environmentally friendly; Presentation (obstetrics); Perspective (graphical); User Friendly; Public relations; Political science; Psychology; Sociology; Medicine; Computer science; Ecology","score_opus":0.09353283496043854,"score_gpt":0.40050144668117105,"score_spread":0.30696861172073253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232161480","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9385281,0.000031167736,0.00086379104,0.0028108717,0.00024165951,0.000083395076,0.0000017702761,0.000016485938,0.057422746],"genre_scores_gemma":[0.9990513,0.00000280444,0.0002507719,0.00004162816,0.000058473157,0.0000068508766,0.0000030484732,0.000002422763,0.0005827447],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992902,0.00003899275,0.00034103537,0.00008789959,0.00013974698,0.000102094426],"domain_scores_gemma":[0.9993211,0.000046408568,0.00030127258,0.00022257517,0.00010163603,0.000007002607],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015927632,0.000033278684,0.00007000334,0.00008626247,0.000594414,0.00010776147,0.00034118767,0.000026268399,0.000078434154],"category_scores_gemma":[0.0005120678,0.000027315911,0.0000337681,0.00036596323,0.00027266407,0.00031632348,0.000027555929,0.000093642026,0.0000022376757],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000016253953,0.000020027832,0.861477,0.000015275864,0.000003546019,0.0000013399135,0.006565534,0.0000034060185,0.00021167396,0.1234352,0.00012039659,0.008144965],"study_design_scores_gemma":[0.00012203735,0.00000419681,0.9769995,0.00016433735,0.0000035183878,2.712962e-8,0.0026003183,0.00000896576,0.00032580158,0.015810432,0.0039137336,0.000047126698],"about_ca_topic_score_codex":0.0026431654,"about_ca_topic_score_gemma":0.0039416575,"teacher_disagreement_score":0.11552249,"about_ca_system_score_codex":0.000023697132,"about_ca_system_score_gemma":0.000042148622,"threshold_uncertainty_score":0.4571812},"labels":[],"label_agreement":null},{"id":"W4234444918","doi":"10.1093/geroni/igz038.3402","title":"SERVICE PROVIDERS' PERSPECTIVES OF UNDERREPORTING ABUSE OF OLDER ADULTS IN ALBERTA, CANADA","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba; University of Saskatchewan; University of Calgary","funders":"","keywords":"Elder abuse; Service provider; Exploratory research; Physical abuse; Psychology; Service (business); Domestic violence; Medicine; Suicide prevention; Poison control; Medical emergency; Business; Sociology","score_opus":0.011177230446136562,"score_gpt":0.2792399563003126,"score_spread":0.26806272585417606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4234444918","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99112463,0.000054002176,0.00001139425,0.0012492659,0.000092728405,0.00022351994,3.458945e-7,0.0000057147945,0.0072383853],"genre_scores_gemma":[0.9995985,0.000012022967,0.000055721437,0.00019049925,0.000017406432,0.0000052142063,0.0000017996331,0.0000051319057,0.00011371977],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99894196,0.00005062027,0.00047262936,0.00014415653,0.00023954855,0.00015108332],"domain_scores_gemma":[0.9991403,0.00015960178,0.0003108345,0.00009689673,0.00028234607,0.000009988648],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039958017,0.000052798925,0.00012898684,0.00023289745,0.000029790252,0.000007848795,0.00009693245,0.00003690944,0.000033756187],"category_scores_gemma":[0.000213458,0.000058487614,0.000009654441,0.002027464,0.000023668437,0.00021294046,0.0000116424035,0.00009510181,7.365378e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009223871,0.000049035858,0.60496044,0.000100444086,0.0000063527386,0.0000015688319,0.3879669,0.00015038521,0.0007120415,0.004907662,0.00003963287,0.0010963385],"study_design_scores_gemma":[0.0013468157,0.000017894461,0.32857814,0.0028425814,0.00000478215,8.60252e-7,0.65813106,0.00057238457,0.006759494,0.0010351802,0.00044104757,0.00026977615],"about_ca_topic_score_codex":0.96141994,"about_ca_topic_score_gemma":0.9885866,"teacher_disagreement_score":0.2763823,"about_ca_system_score_codex":0.00016684715,"about_ca_system_score_gemma":0.0006582678,"threshold_uncertainty_score":0.23850557},"labels":[],"label_agreement":null},{"id":"W4237843097","doi":"10.1093/geroni/igy023.516","title":"Health Care","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Community engagement; Flexibility (engineering); Health care; Psychology; Usability; Portfolio; Public relations; Nursing; Business; Medical education; Applied psychology; Medicine; Political science; Computer science","score_opus":0.2365389634004524,"score_gpt":0.49791060600654535,"score_spread":0.2613716426060929,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237843097","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94575596,0.00014663408,0.0010153257,0.0038692164,0.002260852,0.0008694694,0.000010379672,0.00008456649,0.04598761],"genre_scores_gemma":[0.9715084,0.00000540804,0.0009968312,0.026398577,0.00042670802,0.00007527308,0.00017748872,0.000009195657,0.00040212335],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99846095,0.00015600075,0.0007171143,0.0001434411,0.0001493907,0.00037310465],"domain_scores_gemma":[0.99930626,0.000052462394,0.00023207444,0.00013746155,0.00022953858,0.000042190248],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007672959,0.00006262586,0.00010593506,0.00028750658,0.0005238258,0.0000028974496,0.000062741135,0.00004447144,0.00025378983],"category_scores_gemma":[0.00002392981,0.000061075996,0.0000063948078,0.0009418598,0.00002237792,0.00007130151,0.000038207065,0.0002388174,0.00039303696],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025745714,0.000029655788,0.8457558,0.0011098203,0.0000019974964,6.923219e-7,0.066150054,9.572881e-7,0.000045947738,0.031809416,0.01000492,0.045064967],"study_design_scores_gemma":[0.0033570128,0.0006064479,0.2225624,0.0043974053,0.0000018505353,6.589531e-7,0.06705172,0.00023284981,0.00053066894,0.0034576114,0.6974113,0.0003900992],"about_ca_topic_score_codex":0.00079730415,"about_ca_topic_score_gemma":0.0009134567,"teacher_disagreement_score":0.68740636,"about_ca_system_score_codex":0.00048839167,"about_ca_system_score_gemma":0.00032162952,"threshold_uncertainty_score":0.5051826},"labels":[],"label_agreement":null},{"id":"W4237949511","doi":"10.1093/geroni/igaa057.2359","title":"Spirituality and Sexuality: Not Necessarily a Binary Choice for LGBTQ+ People","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Spirituality; Human sexuality; Lesbian; Spiritualities; Gender studies; Sociology; Transgender; Mainstream; Ambivalence; Context (archaeology); Religiosity; Psychology; Social psychology; Political science","score_opus":0.1086893990127604,"score_gpt":0.42300401636689233,"score_spread":0.3143146173541319,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237949511","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9148961,0.00012394591,0.001621557,0.0787969,0.0005119561,0.00036648754,0.00003544613,0.00008541781,0.003562241],"genre_scores_gemma":[0.9769259,0.000011909183,0.000305644,0.021256559,0.00076982524,0.000072132396,0.000051900635,0.000020352934,0.0005857546],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985807,0.00010448452,0.0005555708,0.00034800443,0.0001235788,0.00028764573],"domain_scores_gemma":[0.9992041,0.0002464949,0.00017975684,0.00018138383,0.00013074574,0.000057532758],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00070704275,0.00011780731,0.00020391797,0.00023529957,0.00013813192,0.00006454166,0.000121366036,0.000103689286,0.00008449347],"category_scores_gemma":[0.00042717898,0.00013548837,0.000018690236,0.0012846949,0.000040440304,0.00020898189,0.00005620243,0.00021873492,0.000034550663],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007679409,0.00009824831,0.89354664,0.0012053517,0.000020218897,0.000003771794,0.012748732,0.0000061669916,0.0008279162,0.057330865,0.022479506,0.011655818],"study_design_scores_gemma":[0.0015483813,0.00008805893,0.95130855,0.000014754894,0.0000140160255,0.0000038638614,0.00068540813,0.00034998753,0.000026385715,0.0031066656,0.04264326,0.00021067531],"about_ca_topic_score_codex":0.004917726,"about_ca_topic_score_gemma":0.00059888314,"teacher_disagreement_score":0.062029876,"about_ca_system_score_codex":0.00004219979,"about_ca_system_score_gemma":0.00006703955,"threshold_uncertainty_score":0.7434163},"labels":[],"label_agreement":null},{"id":"W4240780526","doi":"10.1093/geroni/igz038.2760","title":"THE MAGIC OF MUSIC FOR IMPROVING PSYCHOLOGICAL HEALTH FOR THOSE WITH DEMENTIA AND THEIR CAREGIVERS","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Music Therapy and Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Dementia; Psychological intervention; Intervention (counseling); Psychology; Cognition; Clinical psychology; Neuropsychology; Choir; Psychotherapist; Medicine; Psychiatry","score_opus":0.0599818424656682,"score_gpt":0.3710697070233653,"score_spread":0.3110878645576971,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4240780526","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97384363,0.00045892497,0.020877216,0.0024513525,0.00043819248,0.0011364068,0.000011344557,0.00001581229,0.00076713366],"genre_scores_gemma":[0.997058,0.00000887884,0.0010963135,0.0015698347,0.000049202077,0.00007765385,0.000010206367,0.000009708081,0.000120246885],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9992022,0.000043031236,0.0003059416,0.00019281846,0.000043497006,0.00021249769],"domain_scores_gemma":[0.99930453,0.00017912748,0.00025572992,0.00016340197,0.00008407656,0.000013133601],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009886676,0.0000726632,0.00013214076,0.00010785577,0.00010088235,0.000013090612,0.00007894017,0.00003801515,0.000030539788],"category_scores_gemma":[0.000012471457,0.000045528173,0.0000144477735,0.0002811795,0.000044334814,0.000041819065,0.000009765058,0.00008845207,7.341648e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009125533,0.00012659449,0.03269375,0.00044320684,0.00008296867,3.2567638e-7,0.037028395,0.000015792339,0.0032673965,0.38619146,0.0028864744,0.5363511],"study_design_scores_gemma":[0.039780788,0.009042077,0.5936193,0.00089798874,0.000050324197,0.000045486642,0.13593502,0.0031040031,0.0011360098,0.061512705,0.15357168,0.0013046401],"about_ca_topic_score_codex":0.00009164136,"about_ca_topic_score_gemma":0.00007941946,"teacher_disagreement_score":0.56092554,"about_ca_system_score_codex":0.000024236837,"about_ca_system_score_gemma":0.00003640899,"threshold_uncertainty_score":0.1856585},"labels":[],"label_agreement":null},{"id":"W4242665636","doi":"10.1093/geroni/igaa057.168","title":"More Than Just a Room: Results From an Intergenerational Home Sharing Program in Toronto","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; Toronto Public Health","funders":"","keywords":"Agency (philosophy); Renting; Psychology; Population; Social exchange theory; Public housing; General partnership; Interpersonal communication; Gerontology; Medical education; Public relations; Sociology; Social psychology; Medicine; Business; Political science","score_opus":0.057459659885192776,"score_gpt":0.3662633905197654,"score_spread":0.30880373063457267,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4242665636","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9884397,0.000083164414,0.0003984207,0.0078889495,0.00023784618,0.00023473201,0.000012244351,0.00012142386,0.0025835435],"genre_scores_gemma":[0.9969807,0.000027247963,0.0012455963,0.0005866462,0.00081503397,0.000051260526,0.00016365632,0.000008702397,0.00012113931],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9986536,0.000062528256,0.0004887687,0.00032290068,0.00027172573,0.00020049728],"domain_scores_gemma":[0.9995606,0.000036926183,0.00013163684,0.00009514161,0.00013781937,0.000037892634],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005396344,0.00009445711,0.00012409523,0.00010973603,0.0002015668,0.00014103416,0.00017877805,0.000052840536,0.00006952259],"category_scores_gemma":[0.00028065202,0.00010295757,0.000015747542,0.00092457724,0.00003978196,0.00073595945,0.000049682654,0.00011863473,0.0000040175405],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026854266,0.00006745072,0.19625394,0.0000066040448,0.000009138482,0.0000052295627,0.77526706,0.0001812419,0.00017813803,0.021871397,0.0009964322,0.0051365397],"study_design_scores_gemma":[0.0014224091,0.0000595784,0.9136974,0.0001316461,0.0000064811175,1.4218014e-7,0.05251799,0.016674036,0.00016620372,0.004575099,0.010324568,0.000424434],"about_ca_topic_score_codex":0.104145914,"about_ca_topic_score_gemma":0.3736725,"teacher_disagreement_score":0.72274905,"about_ca_system_score_codex":0.0002445219,"about_ca_system_score_gemma":0.00008217333,"threshold_uncertainty_score":0.90181965},"labels":[],"label_agreement":null},{"id":"W4244507363","doi":"10.1093/geroni/igaa057.2487","title":"Advancing the Concept of Resilience for Older People Who Are Experiencing Homelessness","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Extant taxon; Context (archaeology); Psychological resilience; Resilience (materials science); Narrative; Psychology; Sociology; Gerontology; Social psychology; Geography; Medicine","score_opus":0.040980544333124175,"score_gpt":0.39755059918674723,"score_spread":0.35657005485362303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4244507363","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.974034,0.00016081784,0.022377538,0.0022555338,0.00025772664,0.0005920099,0.0000073009523,0.000038263726,0.0002768126],"genre_scores_gemma":[0.9985785,0.000009330169,0.00020422276,0.0006981147,0.00022764344,0.00022934054,0.000007007999,0.000016343227,0.000029525198],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9985602,0.00012760046,0.00066411623,0.00018830063,0.00017174165,0.00028807743],"domain_scores_gemma":[0.9984778,0.00051345286,0.00043805543,0.00012822363,0.00041824224,0.000024189752],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006088907,0.00008862231,0.0003794132,0.000087920744,0.00042531118,0.000010115251,0.00018102006,0.00007179297,0.000051299026],"category_scores_gemma":[0.0007261458,0.00007193179,0.000023009141,0.001524568,0.00004607133,0.00019172505,0.000067413814,0.00024907122,0.000002220023],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012597515,0.000009208589,0.19283117,0.00027978196,0.0000031850034,5.2979107e-7,0.78314507,0.00030269285,0.00094246486,0.018321551,0.00006614189,0.004085569],"study_design_scores_gemma":[0.0005325363,0.000011495387,0.08743173,0.0005649711,0.0000025253748,1.533805e-8,0.90615124,0.0011756261,0.0028514983,0.00040519016,0.0007701647,0.000102990765],"about_ca_topic_score_codex":0.00025993944,"about_ca_topic_score_gemma":0.0008600754,"teacher_disagreement_score":0.12300616,"about_ca_system_score_codex":0.0000648375,"about_ca_system_score_gemma":0.00011695719,"threshold_uncertainty_score":0.3271193},"labels":[],"label_agreement":null},{"id":"W4247007316","doi":"10.1093/geroni/igaa057.3311","title":"An Assessment of Attendee Experiences With a Workshop to Reframe Aging-Related Communications","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Cognitive reframing; Framing (construction); Psychology; Medical education; Social psychology; Engineering; Medicine","score_opus":0.13722132772554638,"score_gpt":0.49539841370391985,"score_spread":0.3581770859783735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247007316","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.958392,0.000048003934,0.012033535,0.020049006,0.00007020262,0.00019089322,0.0000013939343,0.00006859744,0.009146339],"genre_scores_gemma":[0.9923039,5.6547464e-7,0.006128742,0.0012082116,0.000020014795,0.00014595203,0.000022507573,0.000011867167,0.0001582534],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9987351,0.00019571268,0.0004229943,0.00026429983,0.0001721054,0.00020981285],"domain_scores_gemma":[0.99895686,0.00012463608,0.00013590814,0.0005514676,0.00018322935,0.00004789363],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005322928,0.00008587104,0.00016106952,0.000310331,0.000080661346,0.000023526087,0.0004606886,0.00006432939,0.00020574118],"category_scores_gemma":[0.00006536047,0.00008002428,0.000010050855,0.002377317,0.00015140073,0.00011822642,0.00007957134,0.0003855464,0.000014913349],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007613762,0.00035413614,0.46032566,0.000026439555,0.00009519688,0.000028076143,0.45027414,0.00037115646,0.0013066466,0.061368424,0.001195146,0.024578853],"study_design_scores_gemma":[0.002243666,0.00071219314,0.3483867,0.00032831982,0.000017319842,0.000023824745,0.63369745,0.011311753,0.0004537119,0.0005595432,0.0017000296,0.0005654964],"about_ca_topic_score_codex":0.000107366955,"about_ca_topic_score_gemma":0.000052597854,"teacher_disagreement_score":0.18342331,"about_ca_system_score_codex":0.00003699122,"about_ca_system_score_gemma":0.00006211696,"threshold_uncertainty_score":0.32632953},"labels":[],"label_agreement":null},{"id":"W4250052167","doi":"10.1093/geroni/igz038.2762","title":"SYSTEMATIC CHANGES IN GAIT PURSUANT TO CHOIR PARTICIPATION FOR CAREGIVERS AND PERSONS WITH DEMENTIA","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Music Therapy and Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Psychosocial; Dementia; Choir; Gait; Psychological intervention; Psychology; Cognition; Physical medicine and rehabilitation; Neuropsychology; Affect (linguistics); Clinical psychology; Gerontology; Medicine; Psychiatry; Communication","score_opus":0.049999648198626206,"score_gpt":0.36056135520562943,"score_spread":0.31056170700700325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250052167","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9940645,0.000080399106,0.001635767,0.0024088316,0.00020735647,0.0011536933,0.0000029113373,0.000016391974,0.00043011922],"genre_scores_gemma":[0.99835056,0.0000013548497,0.00023589956,0.00078322075,0.0000221662,0.0003910418,0.000007806312,0.000008642615,0.00019933257],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99934393,0.000041793395,0.00021903522,0.00016090208,0.00006559583,0.00016875817],"domain_scores_gemma":[0.99967235,0.00006301078,0.00010073148,0.000103255516,0.000045055054,0.000015580066],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005033215,0.00006052697,0.00013522747,0.00035796256,0.000028349707,0.000016052798,0.000036595175,0.000030890344,0.00007652705],"category_scores_gemma":[0.000016654825,0.000054896027,0.000004498981,0.00051267777,0.00000764804,0.00005224162,0.0000061533283,0.000054179,0.00000797638],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003870654,0.00014677044,0.5927272,0.008005128,0.00012829651,0.0000063178113,0.25137892,0.00021166488,0.0029089802,0.13647524,0.0008721387,0.006752304],"study_design_scores_gemma":[0.010624889,0.0012092888,0.8759485,0.010985713,0.00008065178,0.000013771648,0.090462804,0.0042750635,0.00044425367,0.0010126584,0.0041290736,0.0008133159],"about_ca_topic_score_codex":0.00018817889,"about_ca_topic_score_gemma":0.0010300571,"teacher_disagreement_score":0.28322133,"about_ca_system_score_codex":0.00005320269,"about_ca_system_score_gemma":0.000015398145,"threshold_uncertainty_score":0.2238595},"labels":[],"label_agreement":null},{"id":"W4283771007","doi":"10.1093/geroni/igac036","title":"Unintended Consequences of Pandemic Management Strategies on Residents and Family in One Long-term Care Home in British Columbia: A Patient-Supported Qualitative Study","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"Michael Smith Health Research BC","keywords":"Staffing; Pandemic; Long-term care; Health care; Medicine; Nursing; Unintended consequences; Public health; Family medicine; Psychology; Coronavirus disease 2019 (COVID-19); Political science","score_opus":0.07004068339367953,"score_gpt":0.4099900555367936,"score_spread":0.33994937214311405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283771007","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99782336,0.00017308032,0.000005323049,0.00012479268,0.00025837994,0.001182799,0.000030078014,0.000023259496,0.0003789526],"genre_scores_gemma":[0.999367,0.00003096422,0.00002991919,0.00010003929,0.00000664351,0.0002964946,0.00008552556,0.000009936375,0.00007348054],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974847,0.00080668775,0.000904573,0.00026480452,0.00031224726,0.0002270129],"domain_scores_gemma":[0.9992227,0.00015387697,0.00033233935,0.00011513717,0.00016291963,0.000013044847],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00093687355,0.00007474945,0.00026079395,0.00068104,0.00017282272,0.00003228204,0.00009012944,0.000041210038,0.000051163162],"category_scores_gemma":[0.00004576547,0.00011935888,0.000009739346,0.0018563175,0.00008993845,0.00012185831,0.00011283534,0.00042960176,5.329698e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054473327,0.00016584444,0.7804637,0.00020264626,0.000013433436,0.00008942966,0.21493393,0.00001948226,0.00011796273,0.00018819135,0.00008306971,0.0036678142],"study_design_scores_gemma":[0.0011506866,0.0001360441,0.51495415,0.0003975164,0.0000034810105,5.7183064e-7,0.4821074,0.0000010062091,0.000001431166,0.0011895631,0.0000013864372,0.000056753986],"about_ca_topic_score_codex":0.062301617,"about_ca_topic_score_gemma":0.11651209,"teacher_disagreement_score":0.26717347,"about_ca_system_score_codex":0.0004336891,"about_ca_system_score_gemma":0.00017890465,"threshold_uncertainty_score":0.9439426},"labels":[],"label_agreement":null},{"id":"W4283780151","doi":"10.1093/geroni/igac045","title":"The Role of the Built Environment on the Quality of Life for Residents in Long-Term Care Facilities in Asia: A Scoping Review","year":2022,"lang":"en","type":"review","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Built environment; Context (archaeology); Quality of life (healthcare); Long-term care; Sociocultural evolution; Social environment; Quality (philosophy); Psychology; Gerontology; Nursing; Geography; Medicine; Sociology; Engineering","score_opus":0.16902981068589346,"score_gpt":0.4795093927635861,"score_spread":0.31047958207769266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283780151","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004201671,0.98931897,0.000004088811,0.0008410903,0.00038764768,0.0048825997,0.000060746654,0.00000527772,0.00029791382],"genre_scores_gemma":[0.0046738554,0.99313945,0.000005612433,0.00011881386,0.00004604836,0.0018241613,0.00006949182,0.000018495404,0.000104090184],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.99485606,0.0018542111,0.0024151613,0.00022956346,0.00039655942,0.00024844916],"domain_scores_gemma":[0.99512756,0.0026248668,0.001590195,0.0005764179,0.00007195295,0.000008995771],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004471195,0.00017549409,0.00089966255,0.00027241863,0.00028760405,0.000006848179,0.000441407,0.00011518339,0.000070558366],"category_scores_gemma":[0.0017153808,0.00009954025,0.00014070058,0.0012260918,0.00006031764,0.00003502752,0.00021157246,0.0007881895,0.0000015733674],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000349655,0.000056376222,0.023291241,0.3602703,0.000033934102,4.939459e-7,0.0153480675,0.0000110049095,0.000001282078,0.0033353816,0.0003670143,0.5972499],"study_design_scores_gemma":[0.0005722367,0.000037380396,0.027361462,0.7554227,0.00006396008,3.4714608e-7,0.027351368,8.883857e-7,0.0000041755106,0.00071228005,0.18821062,0.00026258253],"about_ca_topic_score_codex":0.0010487589,"about_ca_topic_score_gemma":0.0012294509,"teacher_disagreement_score":0.59698737,"about_ca_system_score_codex":0.00060848944,"about_ca_system_score_gemma":0.0007345151,"threshold_uncertainty_score":0.40591335},"labels":[],"label_agreement":null},{"id":"W4285070965","doi":"10.1093/geroni/igab046.1594","title":"Feasibility of Routine Quality-of-Life Assessment in Long-Term Care Homes","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Victoria; University of Alberta","funders":"","keywords":"Comprehension; Quality of life (healthcare); Reliability (semiconductor); Long-term care; Consistency (knowledge bases); Dementia; Internal consistency; Medicine; Cognition; Psychology; Gerontology; Nursing; Patient satisfaction; Psychiatry; Computer science","score_opus":0.11871314039036794,"score_gpt":0.4983019938451699,"score_spread":0.3795888534548019,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285070965","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99549603,0.00038642978,0.0006370933,0.0010710432,0.0006167795,0.00027175667,0.000012888938,0.000017843766,0.0014901299],"genre_scores_gemma":[0.99891895,0.000016939066,0.00062390557,0.000119820776,0.000058530826,0.000018398487,0.0001557218,0.000008378061,0.00007936367],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99755836,0.00044593186,0.0013674934,0.00020001325,0.00023044347,0.00019777456],"domain_scores_gemma":[0.99820775,0.00030571345,0.00047790929,0.00027256412,0.0007177163,0.000018352219],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013532472,0.00008155492,0.0003510607,0.000377351,0.00005982217,0.0000040934983,0.00007658373,0.00009542587,0.00014412805],"category_scores_gemma":[0.00058604043,0.00008596144,0.000031509546,0.0020618942,0.00002817631,0.00008474245,0.00006961979,0.00035880774,0.0000016171591],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022075763,0.00007609078,0.9826538,0.0012200122,0.0000048286647,0.0000023046293,0.009192373,0.000013776814,0.0014560884,0.002979499,0.00006131591,0.0023178195],"study_design_scores_gemma":[0.0012299914,0.000010323235,0.9736015,0.0005583673,0.0000030029205,1.4202739e-7,0.023678808,0.0000065503646,0.00047739438,0.00034308826,0.000018200368,0.00007262036],"about_ca_topic_score_codex":0.00088800373,"about_ca_topic_score_gemma":0.0012024931,"teacher_disagreement_score":0.014486435,"about_ca_system_score_codex":0.00032660973,"about_ca_system_score_gemma":0.0008179054,"threshold_uncertainty_score":0.35054058},"labels":[],"label_agreement":null},{"id":"W4285325067","doi":"10.1093/geroni/igab046.1582","title":"Social Connectivity in the Context of COVID-19 and Long-Term Care","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Loneliness; Social connectedness; Context (archaeology); Social support; Qualitative research; Psychology; Health care; Quality of life (healthcare); Psychological resilience; Nursing; Gerontology; Medicine; Social psychology; Sociology; Political science; Geography","score_opus":0.07743125749918298,"score_gpt":0.44329287809613055,"score_spread":0.3658616205969476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285325067","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98937404,0.00026728996,0.00017814171,0.008959951,0.0002328289,0.00018510853,0.000005812975,0.000010437937,0.00078637496],"genre_scores_gemma":[0.99814177,0.000008581527,0.000013005017,0.0016600337,0.000085191095,0.000020736841,0.00003587633,0.0000040255513,0.00003076367],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990478,0.00030971697,0.0003160727,0.00010933437,0.00009561196,0.00012143379],"domain_scores_gemma":[0.99916226,0.00042822794,0.00012891898,0.00007880388,0.00019265267,0.000009151341],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006246273,0.00004636953,0.00012638124,0.00016219799,0.00018566025,0.000006747303,0.000043120108,0.000066052744,0.00003355552],"category_scores_gemma":[0.0004313846,0.000040759365,0.000010765444,0.0010175293,0.000034783425,0.00005030248,0.000030124213,0.00024064643,0.0000010664446],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013961932,0.000017518269,0.8099435,0.00035800404,0.0000025521842,0.000011218984,0.1719594,6.657682e-7,0.00035286797,0.008793433,0.0008396669,0.0077072405],"study_design_scores_gemma":[0.0009146216,0.000007323788,0.833674,0.000090187525,0.0000034268753,0.0000018107386,0.16334395,0.0000028732538,0.00012737559,0.00081472995,0.0009690984,0.000050612667],"about_ca_topic_score_codex":0.0005512384,"about_ca_topic_score_gemma":0.0026908251,"teacher_disagreement_score":0.023730515,"about_ca_system_score_codex":0.00013808848,"about_ca_system_score_gemma":0.00032699024,"threshold_uncertainty_score":0.16621187},"labels":[],"label_agreement":null},{"id":"W4285326834","doi":"10.1093/geroni/igab046.1577","title":"International Evidence on the COVID-19 Deaths of People Who Live in Long-Term Care Facilities","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"COVID-19 Pandemic Impacts","field":"Economics, Econometrics and Finance","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bruyère","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Long-term care; Pandemic; Gerontology; 2019-20 coronavirus outbreak; Medicine; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Demography; Environmental health; Psychiatry; Sociology; Virology","score_opus":0.09532702354684294,"score_gpt":0.3253260715948839,"score_spread":0.22999904804804097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285326834","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98399395,0.00060930004,0.0027911102,0.009441282,0.00027775997,0.0001402719,0.00006289501,0.000012085204,0.0026713556],"genre_scores_gemma":[0.9968026,0.00015190829,0.000045812652,0.0025457477,0.000036276604,0.000022894763,0.00002707198,0.0000069406606,0.00036071936],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99888617,0.000030373436,0.0006352151,0.00023807117,0.00006880962,0.00014138049],"domain_scores_gemma":[0.9987895,0.0005760077,0.00027002682,0.00022392931,0.00012333262,0.000017207189],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007725307,0.000083354316,0.00019167537,0.0005624814,0.000037537095,0.00005092631,0.0002067958,0.00004927568,0.0005106098],"category_scores_gemma":[0.0049955426,0.000090172885,0.000027600063,0.0010559993,0.000032252425,0.00026648337,0.00008378113,0.00017625657,0.00003218649],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009184262,0.000016194655,0.91308004,0.00011567647,0.000007644832,0.0000070150977,0.026046453,0.0009838421,0.00005854605,0.05904312,0.00016155132,0.0004707366],"study_design_scores_gemma":[0.0006279728,0.000020964933,0.978001,0.00044481337,0.000001238748,0.0000050734484,0.0065896926,0.0008489586,0.0007386105,0.008284524,0.0042335475,0.00020362315],"about_ca_topic_score_codex":0.0012558951,"about_ca_topic_score_gemma":0.00065829733,"teacher_disagreement_score":0.06492095,"about_ca_system_score_codex":0.0006442869,"about_ca_system_score_gemma":0.00016066057,"threshold_uncertainty_score":0.5980492},"labels":[],"label_agreement":null},{"id":"W4285326928","doi":"10.1093/geroni/igab046.1593","title":"Factors Affecting the Sustainment, Sustainability, and Spread of Practice Changes in Canadian Long-Term Care Homes","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba; University of Alberta; York University; University of Toronto","funders":"","keywords":"Scope (computer science); Unit (ring theory); Thematic analysis; Sustainability; Business; Scope of practice; Quality (philosophy); Empowerment; Quality management; Process management; Psychology; Nursing; Public relations; Operations management; Marketing; Health care; Medicine; Engineering; Political science; Qualitative research; Sociology; Computer science","score_opus":0.03115383837324426,"score_gpt":0.39891204802869445,"score_spread":0.3677582096554502,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285326928","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98733455,0.00067345425,0.000014965892,0.010259406,0.00034500644,0.00044075452,0.000004998951,0.000012439739,0.00091443263],"genre_scores_gemma":[0.99950033,0.000036411937,0.00002045845,0.00022317584,0.000059083653,0.000018861403,0.000041764295,0.000010083206,0.00008981618],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99863136,0.00034966518,0.0003514436,0.00017681546,0.00012434447,0.0003663894],"domain_scores_gemma":[0.9979974,0.000868924,0.0002015476,0.00017111929,0.000729018,0.000032008164],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010017575,0.000088739005,0.00016034451,0.00048160154,0.00024021318,0.00001871108,0.00006297801,0.00008469486,0.000027096912],"category_scores_gemma":[0.0022688713,0.0000744234,0.000010975793,0.0016758809,0.00003662953,0.00013716458,0.00006728694,0.0003528112,2.860958e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000487234,0.000009859796,0.9022689,0.00051826437,0.000004764265,0.000016553191,0.0905573,0.000005877057,0.000052793454,0.00083270436,0.000047473775,0.0056806793],"study_design_scores_gemma":[0.0001932733,0.000009089842,0.6356543,0.00017059201,0.000005372068,9.563734e-7,0.3630696,0.0000019101396,0.00025782236,0.000120253484,0.00046674287,0.000050155537],"about_ca_topic_score_codex":0.17978191,"about_ca_topic_score_gemma":0.5806867,"teacher_disagreement_score":0.40090477,"about_ca_system_score_codex":0.000997109,"about_ca_system_score_gemma":0.0009738108,"threshold_uncertainty_score":0.82567996},"labels":[],"label_agreement":null},{"id":"W4285327510","doi":"10.1093/geroni/igab046.1597","title":"Oral Health in Adult Patients Receiving Palliative Care: A Mixed Method Study","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Oral health in cancer treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Oral health; Quality of life (healthcare); Palliative care; Disease; Family medicine; Internal medicine; Nursing","score_opus":0.08483409955847428,"score_gpt":0.454933024392655,"score_spread":0.3700989248341807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285327510","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9910368,0.00016082746,0.0006236413,0.006253152,0.00054312457,0.0010177256,0.000007055752,0.000038045364,0.00031963066],"genre_scores_gemma":[0.9711688,0.000022582173,0.024886444,0.0035398896,0.000047642698,0.00013972509,0.000120436795,0.000020349229,0.000054086067],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978699,0.00029991355,0.00084555824,0.0003669856,0.00028668888,0.00033095223],"domain_scores_gemma":[0.9987055,0.000099535915,0.00023127299,0.0002135683,0.0006997701,0.000050323008],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006974882,0.00013342961,0.00036230157,0.0004424479,0.000056562218,0.00001404477,0.00004053574,0.000044685155,0.000021369086],"category_scores_gemma":[0.00042458947,0.0001354371,0.000016956285,0.0030108376,0.000009487067,0.00008714575,0.000043290198,0.00030223146,0.0000058640317],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004672115,0.0005065905,0.8328701,0.0001693288,0.0000134898555,0.00003150945,0.011155659,0.00002920083,0.000012663936,0.00014209637,0.00010275626,0.15491985],"study_design_scores_gemma":[0.0060567255,0.0003156389,0.9824486,0.00071312085,0.0000069271177,0.0000010225654,0.009329605,0.00017965776,0.00039434474,0.00012038292,0.00033538206,0.0000986156],"about_ca_topic_score_codex":0.001514686,"about_ca_topic_score_gemma":0.004286334,"teacher_disagreement_score":0.15482123,"about_ca_system_score_codex":0.002328084,"about_ca_system_score_gemma":0.0006365705,"threshold_uncertainty_score":0.60878587},"labels":[],"label_agreement":null},{"id":"W4285328062","doi":"10.1093/geroni/igab046.1591","title":"A Cross-Sectional Study Comparing Younger and Older Nursing Home Residents in Western Canada","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Psychological intervention; Gerontology; Minimum Data Set; Cohort; Long-term care; Depression (economics); Nursing homes; Population; Health care; Family medicine; Nursing; Environmental health","score_opus":0.062330164058274545,"score_gpt":0.4214519568800114,"score_spread":0.35912179282173684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285328062","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968084,0.00010969682,0.000049006594,0.0005889583,0.0016081729,0.00024425567,0.000002105864,0.000020534782,0.0005688468],"genre_scores_gemma":[0.9988393,0.0000020162622,0.00004187631,0.0002358743,0.00013857699,0.000026328295,0.000024777397,0.000012138291,0.0006790642],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983621,0.0001715184,0.0006848473,0.00025653103,0.00025381264,0.0002711747],"domain_scores_gemma":[0.9993423,0.00013325067,0.00013380728,0.0001239924,0.00024377456,0.000022838662],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000653392,0.00008803663,0.00017848444,0.00035135364,0.00025209438,0.000046742753,0.000052454903,0.000060310304,0.000051078252],"category_scores_gemma":[0.0000911912,0.00010136683,0.000006994788,0.0013123782,0.000017953293,0.00019786379,0.000049222494,0.00041280763,0.0000025880959],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015304264,0.000056206994,0.99023575,0.000041098567,0.000004721848,0.000036628688,0.008718643,0.00003549153,0.000112393835,0.00008207533,0.0002571757,0.00040452598],"study_design_scores_gemma":[0.0013719032,0.0000055631194,0.98787016,0.00036114897,0.0000023858051,0.0000051720467,0.009993225,0.000046176287,0.000013310569,0.00015240912,0.00007997812,0.00009855038],"about_ca_topic_score_codex":0.35178575,"about_ca_topic_score_gemma":0.5341965,"teacher_disagreement_score":0.18241076,"about_ca_system_score_codex":0.0006941111,"about_ca_system_score_gemma":0.0005838822,"threshold_uncertainty_score":0.6525308},"labels":[],"label_agreement":null},{"id":"W4288079193","doi":"10.1093/geroni/igaa057.2356","title":"Bane or Boon? The Role of Spirituality, Religion, and Well-Being in Later Life Across Diverse Older Populations","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Religion, Spirituality, and Psychology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Spirituality; Pilgrimage; Faith; Loneliness; Context (archaeology); Psychology; Religious experience; Human sexuality; Sociology; Buddhism; Gender studies; Social psychology; Religious studies; History; Theology; Medicine","score_opus":0.05413453326334245,"score_gpt":0.38075166900232005,"score_spread":0.3266171357389776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4288079193","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9592859,0.00011949653,0.00010288565,0.03493997,0.00017449875,0.00020504682,0.000001730239,0.000034996083,0.005135433],"genre_scores_gemma":[0.99302256,0.000057254674,0.00009997077,0.006588861,0.00015412534,0.000008475099,0.000004776745,0.000008062665,0.00005593745],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99865043,0.00019206248,0.0005406023,0.00020356438,0.00020183479,0.000211504],"domain_scores_gemma":[0.9994656,0.000111234884,0.00015812584,0.00011527736,0.000114028146,0.000035766745],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011902249,0.00007731508,0.00014595766,0.00011720248,0.00022690253,0.000057076588,0.00015507593,0.00008906172,0.000045164954],"category_scores_gemma":[0.000427543,0.00006366553,0.00001785237,0.0015424619,0.00019743579,0.00019724455,0.00006678536,0.00016782308,0.000009094921],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017794651,0.000022634564,0.80608976,0.000013498856,0.0000039063884,0.0000022494078,0.1300364,0.000038842998,0.00013712034,0.06130546,0.0014685423,0.0008638008],"study_design_scores_gemma":[0.0010427586,0.000028554821,0.852324,0.00010570066,0.0000072144812,0.0000015941589,0.04844258,0.00021378855,0.00021479484,0.0690305,0.02834939,0.00023910693],"about_ca_topic_score_codex":0.00661868,"about_ca_topic_score_gemma":0.008793614,"teacher_disagreement_score":0.08159382,"about_ca_system_score_codex":0.000025728712,"about_ca_system_score_gemma":0.000049132785,"threshold_uncertainty_score":0.9999963},"labels":[],"label_agreement":null},{"id":"W4312003156","doi":"10.1093/geroni/igac059.3077","title":"THE SENIOR COMMUNITY SERVICE EMPLOYMENT PROGRAM: NEW DATA ON OLDER ASIAN WORKERS","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Feeling; Service (business); Social work; Psychology; Medicine; Gerontology; Political science; Business; Social psychology; Marketing; Geography","score_opus":0.16171913829972012,"score_gpt":0.45816758819733083,"score_spread":0.2964484498976107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312003156","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72719485,0.00008323761,0.00008796121,0.2497999,0.0016472733,0.0021722529,0.000032098535,0.00034121049,0.018641235],"genre_scores_gemma":[0.98250186,0.000007809671,0.00021933156,0.0112093305,0.00023314642,0.00070127164,0.00043277472,0.000032746906,0.0046617277],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99769413,0.00084146066,0.00057429925,0.00019000247,0.0003326482,0.00036745993],"domain_scores_gemma":[0.9983702,0.00044144056,0.00024204304,0.00080481666,0.00011731274,0.000024202347],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0025473516,0.000118470045,0.00012443849,0.0001671053,0.004362369,0.000027280365,0.0006462621,0.000032889486,0.00014495538],"category_scores_gemma":[0.0001335292,0.00009418088,0.0000110844485,0.001982983,0.000024488287,0.00012073426,0.001322452,0.0013819824,0.000030606683],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006746388,0.00021795926,0.6160148,0.00006465878,0.000055286564,0.0000029819164,0.03620746,0.000051727326,0.00001687295,0.007462663,0.18912123,0.1507169],"study_design_scores_gemma":[0.0009618324,0.000059487327,0.3462067,0.0001988349,0.000008180764,4.3590552e-7,0.07832589,0.00011589864,0.0000034855764,0.0014225793,0.5725376,0.00015909749],"about_ca_topic_score_codex":0.004209156,"about_ca_topic_score_gemma":0.0040834663,"teacher_disagreement_score":0.38341635,"about_ca_system_score_codex":0.00025036343,"about_ca_system_score_gemma":0.00017839666,"threshold_uncertainty_score":0.9969338},"labels":[],"label_agreement":null},{"id":"W4312003162","doi":"10.1093/geroni/igac059.2999","title":"PSYCHOMETRICS IN THE DEVELOPING OF LONGITUDINAL MEASURES OF FRAILTY","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Vulnerability (computing); Frailty Index; Gerontology; Psychology; Identification (biology); Longitudinal study; Psychometrics; Clinical psychology; Medicine; Computer science","score_opus":0.14014520920125134,"score_gpt":0.36102154169407197,"score_spread":0.22087633249282063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312003162","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9915575,0.00012390885,0.002871069,0.0036413136,0.00014876928,0.00020540408,0.0000032307873,0.000008719063,0.0014401063],"genre_scores_gemma":[0.9974887,0.0000060240504,0.001956906,0.0004521722,0.000020834601,0.00002714332,0.000011659358,0.0000067190554,0.00002984998],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99861425,0.000062558196,0.00058474025,0.00011660991,0.00051144906,0.00011036669],"domain_scores_gemma":[0.9992585,0.00015960683,0.00019904513,0.00018018385,0.000197569,0.000005090831],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014284534,0.00005862806,0.00015977686,0.0013619333,0.000031413238,0.0000038345256,0.00014190093,0.000020928082,0.000037558733],"category_scores_gemma":[0.0007679275,0.000051592084,0.000016815944,0.008042057,0.000033707936,0.000052050586,0.000046491114,0.00027784266,4.745903e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037071746,0.000116740215,0.9599836,0.00012716459,0.000012976327,0.000010732186,0.004186005,0.00039731085,0.004804957,0.007988977,0.0004952186,0.021839233],"study_design_scores_gemma":[0.0009918826,0.000053843873,0.9917963,0.0001594385,0.0000044545322,0.00002180973,0.001846069,0.0001506948,0.0019288041,0.0010317271,0.0019562612,0.00005872052],"about_ca_topic_score_codex":0.00013339166,"about_ca_topic_score_gemma":0.000024448418,"teacher_disagreement_score":0.031812683,"about_ca_system_score_codex":0.00012522163,"about_ca_system_score_gemma":0.00010202164,"threshold_uncertainty_score":0.3863942},"labels":[],"label_agreement":null},{"id":"W4312003324","doi":"10.1093/geroni/igac059.2995","title":"A CROSSWALK OF COMMONLY USED FRAILTY SCALES","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Frailty Index; Percentile; Gerontology; Schema crosswalk; Medicine; Psychology; Statistics; Mathematics; Geography","score_opus":0.04822922683514223,"score_gpt":0.3332453474830516,"score_spread":0.2850161206479094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312003324","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9919311,0.000043856224,0.0004135272,0.004708986,0.0001805941,0.00021117622,0.000014258813,0.000051474733,0.0024450698],"genre_scores_gemma":[0.9974013,7.360253e-7,0.0009902492,0.0008801284,0.000037816673,0.000038769147,0.00006995288,0.00001468337,0.00056638813],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988288,0.000038700062,0.00050156587,0.00014577786,0.0003438586,0.00014124744],"domain_scores_gemma":[0.99938005,0.00007842812,0.00015908219,0.00023001975,0.00013712245,0.000015320134],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045355,0.00007332174,0.00018000607,0.0004733853,0.000073599214,0.0000086282325,0.00009738741,0.000025788762,0.0002672899],"category_scores_gemma":[0.00019331365,0.00008193391,0.000023570721,0.0019017275,0.000060363214,0.00007339182,0.000097512035,0.00029206314,0.0000048514103],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008557271,0.00028634525,0.88042253,0.00016274549,0.000027804801,0.000044849145,0.004354263,0.00049220514,0.08493835,0.0079756025,0.0035341815,0.017675536],"study_design_scores_gemma":[0.0047432603,0.00020297965,0.9429773,0.00025444158,0.000013135529,0.00008705571,0.0021981858,0.0020995447,0.02287141,0.002449345,0.021869518,0.00023382876],"about_ca_topic_score_codex":0.00014772051,"about_ca_topic_score_gemma":0.00003274928,"teacher_disagreement_score":0.06255475,"about_ca_system_score_codex":0.00013497278,"about_ca_system_score_gemma":0.00007520353,"threshold_uncertainty_score":0.3341168},"labels":[],"label_agreement":null},{"id":"W4312003370","doi":"10.1093/geroni/igac059.3037","title":"IMPACT OF COVID-19 ON THE MENTAL HEALTH OF OLDER SEXUAL MINORITY CANADIANS: A LONGITUDINAL ANALYSIS","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Loneliness; Gee; Mental health; Lesbian; UCLA Loneliness Scale; Longitudinal study; Psychological intervention; Sexual minority; Depression (economics); Psychology; Pandemic; Generalized estimating equation; Minority stress; Gerontology; Clinical psychology; Medicine; Coronavirus disease 2019 (COVID-19); Demography; Psychiatry","score_opus":0.0728304973440855,"score_gpt":0.4385445975028453,"score_spread":0.3657141001587598,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312003370","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9844901,0.00007957923,0.0000951212,0.013018316,0.0002215014,0.00021933494,0.00024386517,0.000008603324,0.0016235863],"genre_scores_gemma":[0.99755365,0.0000030634014,0.000009089025,0.0018095325,0.000053389802,0.000026055728,0.00009077382,0.0000054965813,0.00044892667],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984626,0.00032598313,0.0005543,0.00018164628,0.0002390044,0.00023645876],"domain_scores_gemma":[0.999092,0.000120352866,0.0004036334,0.00026828714,0.00006145451,0.000054263317],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013239525,0.000079941536,0.00020631963,0.001207695,0.00023242533,0.000008284759,0.00016758467,0.000025508127,0.0016433221],"category_scores_gemma":[0.0000774089,0.00007160128,0.000054267606,0.004105226,0.00005437236,0.00003846618,0.000034973615,0.00023392397,0.0000028072975],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002935809,0.00013835824,0.95835483,0.00008404671,0.00016560862,0.0000023576747,0.009592967,0.00047813795,0.000017481347,0.013258806,0.017216846,0.0006612153],"study_design_scores_gemma":[0.00041345783,0.00014492714,0.99664724,0.0000022299369,0.000019505012,0.0000043281975,0.0020177504,0.00008904796,8.1079725e-7,0.00024114343,0.00036005848,0.000059479185],"about_ca_topic_score_codex":0.6619701,"about_ca_topic_score_gemma":0.04282406,"teacher_disagreement_score":0.619146,"about_ca_system_score_codex":0.0008933303,"about_ca_system_score_gemma":0.0007209024,"threshold_uncertainty_score":0.9992693},"labels":[],"label_agreement":null},{"id":"W4312003552","doi":"10.1093/geroni/igac059.2815","title":"DESCRIBING THE EVOLUTION OF MEDICATION USE OVER TIME IN PEOPLE LIVING WITH DEMENTIA USING NETWORK ANALYSIS","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; University of Waterloo; Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"Dementia; Polypharmacy; Medicine; Cohort; Medical prescription; Population; Cholinesterase; Internal medicine; Pediatrics; Pharmacology; Disease","score_opus":0.11371065873700932,"score_gpt":0.35458770436238346,"score_spread":0.24087704562537415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312003552","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9882216,0.00008744177,0.010838529,0.00048289128,0.000054216925,0.00019504585,0.0000010239658,0.000010180533,0.00010909025],"genre_scores_gemma":[0.9985936,0.000002678547,0.0009011982,0.00041770915,0.00002623131,0.000012744392,0.000020749814,0.0000068095337,0.000018250686],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99886435,0.00014923101,0.000405934,0.00012349227,0.00032197323,0.00013498787],"domain_scores_gemma":[0.999159,0.00034520848,0.0002873423,0.0001266996,0.00006759218,0.000014180617],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001371059,0.000057883437,0.00014512912,0.0005163726,0.000104272265,0.000013622757,0.000052294712,0.000015426125,0.0002580054],"category_scores_gemma":[0.0002682477,0.000046371766,0.000022395672,0.0055091265,0.000019209378,0.00026084238,0.00006234962,0.00023287597,4.2236087e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035810812,0.000047723624,0.9274132,0.000012600511,0.000105011124,0.0000011557902,0.00080033235,0.06965778,0.0011639214,0.00048043198,0.000013967222,0.00026803729],"study_design_scores_gemma":[0.0003257744,0.000016165326,0.66536295,0.00009011939,0.00021944867,0.0000024755004,0.00043442627,0.3334029,0.000016215476,0.000024562836,0.000063467334,0.000041506024],"about_ca_topic_score_codex":0.0009200184,"about_ca_topic_score_gemma":0.00013526448,"teacher_disagreement_score":0.26374513,"about_ca_system_score_codex":0.00032340255,"about_ca_system_score_gemma":0.0000917183,"threshold_uncertainty_score":0.2824978},"labels":[],"label_agreement":null},{"id":"W4312003668","doi":"10.1093/geroni/igac059.2287","title":"INVESTIGATING THE CONNECTION BETWEEN AGEISM AND ELDER ABUSE","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Elder abuse; Psychology; Blame; Empirical research; Social psychology; Criminology; Poison control; Suicide prevention; Medicine","score_opus":0.04818010522771534,"score_gpt":0.3246117088454464,"score_spread":0.27643160361773106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312003668","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99263734,0.000070321716,0.00016985973,0.0027325922,0.00012896076,0.00010982465,5.5996406e-7,0.0000408145,0.0041097584],"genre_scores_gemma":[0.9985078,0.000022276658,0.00007904255,0.0011150001,0.0001224782,0.000029660367,0.00000367596,0.000004632804,0.00011544486],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992521,0.00018583947,0.00017510972,0.000102323516,0.00016423281,0.000120407945],"domain_scores_gemma":[0.9996506,0.00016446522,0.00008092505,0.00005716767,0.000035956848,0.000010868192],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011708533,0.00003781849,0.000048163114,0.00015366073,0.00093478867,0.000043605567,0.000084151114,0.000018419292,0.000061643936],"category_scores_gemma":[0.000110896806,0.00003590104,0.000006403567,0.0015496672,0.00007646296,0.00014451155,0.000034074485,0.00020961522,0.000001278979],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000011610601,0.000013463453,0.633709,0.000006499356,0.000010876624,0.000002167534,0.25257596,0.000085011445,0.0010636961,0.08260551,0.00069105567,0.029235583],"study_design_scores_gemma":[0.0012909713,0.00009012479,0.47710475,0.00023830353,0.000029158977,0.0000066895986,0.19475739,0.0006607398,0.0027679342,0.16128217,0.16112001,0.0006517635],"about_ca_topic_score_codex":0.001712317,"about_ca_topic_score_gemma":0.00044655646,"teacher_disagreement_score":0.16042896,"about_ca_system_score_codex":0.000054077685,"about_ca_system_score_gemma":0.000041535233,"threshold_uncertainty_score":0.71897334},"labels":[],"label_agreement":null},{"id":"W4312003679","doi":"10.1093/geroni/igac059.2216","title":"NEUROCORRELATES BETWEEN THEORY-OF-MIND AND BILINGUALISM IN GRAY MATTER VOLUME OF YOUNG AND OLDER ADULTS","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Theory of mind; Psychology; Gray (unit); Cognition; Montreal Cognitive Assessment; Brain size; Neuroscience of multilingualism; Proxy (statistics); Developmental psychology; Audiology; Boston Naming Test; Cognitive impairment; Gerontology; Neuropsychology; Medicine; Neuroscience; Magnetic resonance imaging","score_opus":0.016667460419559688,"score_gpt":0.2705623115165058,"score_spread":0.2538948510969461,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312003679","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9992128,0.000058531237,0.000019282885,0.00026836753,0.00013012592,0.00016748172,0.000014325763,0.0000075656344,0.00012152044],"genre_scores_gemma":[0.9993363,0.000003969615,0.00004846566,0.00048609482,0.000017442591,0.000009030222,0.0000059397785,0.000009590999,0.000083141465],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998802,0.00019892344,0.0004721305,0.0002866424,0.00010514843,0.00013513945],"domain_scores_gemma":[0.9993375,0.00030791658,0.00020710702,0.00011051681,0.00002747991,0.000009498807],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006039488,0.00008604771,0.00016501002,0.00053115166,0.000053164425,0.0000090499725,0.000103276754,0.000033871293,0.000067647095],"category_scores_gemma":[0.00025784827,0.00008493967,0.000010631359,0.0008761178,0.00013166288,0.00009266359,0.00014814579,0.00025166612,7.876668e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025750329,0.00003388327,0.8660215,0.00004393316,0.0000014567781,0.000065553366,0.015154703,0.000015363335,0.11337051,0.00039766735,0.000008635279,0.004861038],"study_design_scores_gemma":[0.0021952726,0.0001487039,0.8069448,0.0002206897,0.000012294433,0.00029271847,0.004601776,0.00031678396,0.17947394,0.005272365,0.0001649475,0.00035569523],"about_ca_topic_score_codex":0.00006260055,"about_ca_topic_score_gemma":0.000005409956,"teacher_disagreement_score":0.066103436,"about_ca_system_score_codex":0.000008954146,"about_ca_system_score_gemma":0.000014289051,"threshold_uncertainty_score":0.34637392},"labels":[],"label_agreement":null},{"id":"W4312003699","doi":"10.1093/geroni/igac059.2477","title":"EXPLORING THE EFFICACY OF MOCA SCORE CORRECTIONS IN REDUCING THE INFLUENCE OF RACE/ETHNICITY","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Ethnic group; Contingency table; Demography; Medicine; Race (biology); Gerontology; Cognition; Internal medicine; Psychology; Cognitive impairment; Psychiatry; Statistics; Mathematics; Biology","score_opus":0.09291470899222104,"score_gpt":0.3575365091223943,"score_spread":0.2646218001301733,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312003699","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9971979,0.00002416286,0.00009524108,0.0014965247,0.000096850395,0.00038330248,0.0000012148549,0.0000084008925,0.00069634704],"genre_scores_gemma":[0.99955094,0.00001226799,0.00002366605,0.00015393925,0.0000188146,0.00015482253,0.000004579631,0.0000055061128,0.000075451615],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998884,0.00012485767,0.00040980504,0.00011023893,0.0003423731,0.00012872225],"domain_scores_gemma":[0.9992312,0.0002702588,0.000132349,0.00016469334,0.00019408026,0.0000073961874],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015615993,0.00004850784,0.00010526019,0.00043154595,0.00011900244,0.0000059942768,0.00011044461,0.000007464564,0.00005902485],"category_scores_gemma":[0.0006158007,0.000034612476,0.000019679052,0.0033746837,0.000080519996,0.00011028909,0.00012020903,0.00039562403,6.4251566e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012057366,0.00020923778,0.8987852,0.000056615983,0.000017661025,0.000005551425,0.007735174,0.016133616,0.051252708,0.0008805524,0.00003251067,0.024770632],"study_design_scores_gemma":[0.0006528212,0.0000658875,0.98066723,0.00017242666,0.0000062909485,0.0000045146867,0.0048929565,0.00062463037,0.012708568,0.00007970273,0.00009426091,0.000030718176],"about_ca_topic_score_codex":0.00046350903,"about_ca_topic_score_gemma":0.0000138624655,"teacher_disagreement_score":0.08188206,"about_ca_system_score_codex":0.00009002417,"about_ca_system_score_gemma":0.0001018569,"threshold_uncertainty_score":0.17188115},"labels":[],"label_agreement":null},{"id":"W4312003701","doi":"10.1093/geroni/igac059.2284","title":"COGNITIVE AND PSYCHOSOCIAL OUTCOMES OF DRIVING DIFFICULTIES IN OLDER ADULTS: A 5-YEAR STUDY","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychosocial; Anxiety; Depression (economics); Psychology; Cognition; Social isolation; Hospital Anxiety and Depression Scale; Gerontology; Cognitive decline; Medicine; Psychiatry; Dementia; Disease","score_opus":0.03456995880142378,"score_gpt":0.40170972342400507,"score_spread":0.3671397646225813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312003701","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9971277,0.000022672097,0.000029768009,0.0009318775,0.00037490044,0.0011072184,0.00001171249,0.00003991455,0.00035425206],"genre_scores_gemma":[0.99896336,0.0000041980516,0.00005604588,0.00024845454,0.000036440248,0.00052922,0.0000073315623,0.000016256015,0.0001387123],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980502,0.00038143358,0.00080392556,0.00024494916,0.0002714686,0.00024800078],"domain_scores_gemma":[0.9987614,0.0006238485,0.00031920616,0.00009201043,0.00019354493,0.000009999238],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009518831,0.000114408904,0.00029387145,0.00063841767,0.00040841385,0.0000055199544,0.000083486666,0.000032979387,0.000071027986],"category_scores_gemma":[0.0006704569,0.000114515984,0.000013480363,0.0013813969,0.000045117868,0.000110826186,0.00029244774,0.0005645003,0.0000018993601],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013159331,0.00025065945,0.8314856,0.00006650586,0.00001998044,0.0000023304117,0.1670188,0.000004411937,0.000013717623,0.00016229403,0.00010342706,0.0008590786],"study_design_scores_gemma":[0.0026544847,0.000031901487,0.6847682,0.00033950183,0.0000038916933,1.1011777e-7,0.31200853,0.000016423677,0.000002325709,0.000089816676,0.000010728279,0.000074067735],"about_ca_topic_score_codex":0.00047437052,"about_ca_topic_score_gemma":0.0023741967,"teacher_disagreement_score":0.14671743,"about_ca_system_score_codex":0.00014098185,"about_ca_system_score_gemma":0.000048681184,"threshold_uncertainty_score":0.46698263},"labels":[],"label_agreement":null},{"id":"W4312003704","doi":"10.1093/geroni/igac059.2572","title":"AGE-RELATED DIFFERENCES IN HEALTH-RELATED QUALITY OF LIFE AMONG WESTERN CANADIAN NURSING HOME RESIDENTS","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Gerontology; Quality of life (healthcare); Minimum Data Set; Cohort; Descriptive statistics; Nursing homes; Health related quality of life; Test (biology); Demography; Mental health; Disease; Nursing; Psychiatry","score_opus":0.08676908477257923,"score_gpt":0.40134271209229777,"score_spread":0.31457362731971855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312003704","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98999816,0.00024621136,0.000012040162,0.0065441234,0.0015776516,0.00047961605,0.000017988556,0.000047270794,0.0010769417],"genre_scores_gemma":[0.9987659,0.000007749323,0.000024013027,0.00039699848,0.000028437158,0.000054236323,0.0001118742,0.00001866564,0.0005921607],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99532247,0.0012711961,0.0022758644,0.00026458778,0.0003488514,0.0005170266],"domain_scores_gemma":[0.9983864,0.00026768446,0.0009238283,0.00021084237,0.00012208405,0.00008917057],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031128118,0.000123147,0.0004557483,0.0018480266,0.00052028644,0.000011085034,0.00018849105,0.00011762309,0.0002743697],"category_scores_gemma":[0.00030909132,0.00014298539,0.000027046026,0.004001515,0.00007105463,0.00013755215,0.000052241783,0.00097011164,0.000006219254],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026155461,0.000040522034,0.9550098,0.00011468942,0.000007616307,0.000007483201,0.041294843,0.000099370314,0.00003615654,0.0014778773,0.00063727325,0.0012481712],"study_design_scores_gemma":[0.0010173689,0.000026168349,0.9752724,0.00067044265,0.0000018565946,5.2796105e-7,0.019657286,0.00007230958,0.0000016679578,0.003091062,0.00006090573,0.00012797178],"about_ca_topic_score_codex":0.6710699,"about_ca_topic_score_gemma":0.17105068,"teacher_disagreement_score":0.50001925,"about_ca_system_score_codex":0.0014203193,"about_ca_system_score_gemma":0.0011403528,"threshold_uncertainty_score":0.8440755},"labels":[],"label_agreement":null},{"id":"W4312003710","doi":"10.1093/geroni/igac059.2782","title":"UNDERSTANDING DEMENTIA DISCOURSE DURING ALZHEIMER’S AWARENESS MONTH IN CANADA: FIRST INSIGHTS FROM A TWITTER STUDY","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Saskatchewan; Thompson Rivers University","funders":"","keywords":"Dementia; Thematic analysis; Psychology; Social media; Medical education; Applied psychology; Medicine; Qualitative research; Disease; World Wide Web; Sociology; Computer science","score_opus":0.2583982775387079,"score_gpt":0.395281066513736,"score_spread":0.1368827889750281,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312003710","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9910838,0.00012271461,0.000055864704,0.004158715,0.0033936235,0.00094811514,0.0000033222827,0.000024106514,0.00020970896],"genre_scores_gemma":[0.9986612,0.0000041506587,0.000026949478,0.00016069658,0.00024064649,0.000870568,0.000019506953,0.00001304499,0.0000031896634],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979628,0.00033083136,0.00052183453,0.000264132,0.00061944406,0.00030100447],"domain_scores_gemma":[0.999135,0.00043508396,0.00021588734,0.00012540117,0.00005255331,0.00003604914],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006569951,0.00009021274,0.00014323942,0.00046915325,0.0010306141,0.00004460585,0.00020181824,0.000024622928,0.00013026959],"category_scores_gemma":[0.00024934823,0.000115510775,0.000008449209,0.002851638,0.00003736491,0.00025456352,0.00007813601,0.00028482827,8.7598784e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006325322,0.000069579655,0.83700603,0.0000040066534,0.000014112514,0.000012175813,0.16081296,0.0007023144,0.0000069578127,0.0011431472,0.00006217162,0.00016022824],"study_design_scores_gemma":[0.00042053312,0.000005698238,0.62946546,0.000028898688,0.000008632032,8.212552e-8,0.36842898,0.00012650604,0.000010603449,0.0010653414,0.00032581584,0.00011346515],"about_ca_topic_score_codex":0.98337305,"about_ca_topic_score_gemma":0.9945802,"teacher_disagreement_score":0.207616,"about_ca_system_score_codex":0.006222327,"about_ca_system_score_gemma":0.0024796708,"threshold_uncertainty_score":0.9975926},"labels":[],"label_agreement":null},{"id":"W4312003872","doi":"10.1093/geroni/igac059.2256","title":"FAMILY FLYNN EFFECTS AND LINKS TO MIDDLE-AGE HEALTH OUTCOMES","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Psychology; Dementia; Cognition; Early childhood; Developmental psychology; Longitudinal study; Mental health; Gerontology; Cognitive skill; Demography; Disease; Medicine; Psychiatry","score_opus":0.059290552261706736,"score_gpt":0.3744083531274146,"score_spread":0.31511780086570784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312003872","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92245954,0.00018056521,0.0002806707,0.07219231,0.000837826,0.0004138438,0.0000037864424,0.000063243504,0.003568196],"genre_scores_gemma":[0.92699265,0.000019585814,0.00053260796,0.071526706,0.00006703147,0.000070377064,0.000004791097,0.000007494941,0.0007787364],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99857485,0.00021062237,0.000343339,0.00016500294,0.00035300368,0.00035316127],"domain_scores_gemma":[0.9994738,0.00024958607,0.00008504249,0.00008434542,0.000036143676,0.000071045],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019765955,0.00006631548,0.00016436244,0.00033185945,0.00077878585,0.000056781515,0.0001108226,0.00003628638,0.000028448263],"category_scores_gemma":[0.0003548686,0.00007269421,0.000012573071,0.0013879034,0.000028814558,0.00009889792,0.00009131401,0.00028791852,0.0000030738368],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004110134,0.000024256946,0.78115356,0.00016055544,0.0000031212721,0.000009406503,0.03539141,0.00004980934,0.000012474823,0.1475211,0.0019804474,0.033689745],"study_design_scores_gemma":[0.0002770631,0.000022890306,0.8856316,0.000059258527,6.9106676e-7,2.6911363e-7,0.010826656,0.00002308678,0.000002692274,0.0021190355,0.100931145,0.000105579646],"about_ca_topic_score_codex":0.007899938,"about_ca_topic_score_gemma":0.0010203805,"teacher_disagreement_score":0.14540206,"about_ca_system_score_codex":0.00028803796,"about_ca_system_score_gemma":0.00021467375,"threshold_uncertainty_score":0.9987065},"labels":[],"label_agreement":null},{"id":"W4312003874","doi":"10.1093/geroni/igac059.2810","title":"EXAMINING THE HEALTH EQUITY OF PEOPLE WITH DEMENTIA DURING THE COVID-19 PANDEMIC: FIRST INSIGHTS FROM A TWITTER STUDY","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan; Thompson Rivers University","funders":"","keywords":"Dementia; Pandemic; Health equity; Thematic analysis; Health care; Equity (law); Psychology; Social isolation; Public relations; Medicine; Political science; Public health; Coronavirus disease 2019 (COVID-19); Qualitative research; Nursing; Sociology; Psychiatry; Disease","score_opus":0.17810543059944572,"score_gpt":0.4330431088406288,"score_spread":0.2549376782411831,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312003874","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99415374,0.00021231108,0.0007526976,0.0034123764,0.00031373114,0.0008387316,0.00001148078,0.000039386374,0.00026556017],"genre_scores_gemma":[0.99145937,0.0000035109063,0.00002181449,0.008017639,0.00005698716,0.00033422085,0.000022036998,0.000014714721,0.00006972037],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980493,0.00044209004,0.0005993641,0.00030286468,0.0003521768,0.00025420234],"domain_scores_gemma":[0.9986783,0.0004434871,0.000423716,0.00038851195,0.000033443135,0.000032498567],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016144007,0.00011024717,0.00017780797,0.00023499421,0.00080782745,0.000020757996,0.0002955573,0.000017813669,0.00033892872],"category_scores_gemma":[0.0000341666,0.00007305809,0.000012869529,0.001635132,0.000043050353,0.000059908456,0.00033607578,0.00038122124,0.0000026787814],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011435449,0.00017570199,0.84355295,0.00004668855,0.000042826923,0.0000052985943,0.15412939,0.00028059102,0.000059152004,0.0005191406,0.00020190892,0.0008719946],"study_design_scores_gemma":[0.0018662084,0.00023375591,0.9071828,0.000020895593,0.000010367057,0.000012813997,0.08564355,0.000046044355,0.00000648724,0.00028551227,0.004600571,0.0000909533],"about_ca_topic_score_codex":0.02473272,"about_ca_topic_score_gemma":0.01300873,"teacher_disagreement_score":0.06848583,"about_ca_system_score_codex":0.00076642144,"about_ca_system_score_gemma":0.0003601739,"threshold_uncertainty_score":0.9817617},"labels":[],"label_agreement":null},{"id":"W4312004104","doi":"10.1093/geroni/igac059.2194","title":"UNDERSTANDING THE ADOPTION OF A MOBILE APPLICATION TO SUPPORT WORKFLOW OF HEALTHCARE AIDES","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; University of Waterloo","funders":"","keywords":"Workflow; Usability; Focus group; Health care; Nursing; Knowledge management; Psychology; Medicine; Computer science; Business; Marketing; Human–computer interaction","score_opus":0.10342652801412804,"score_gpt":0.3917048453301345,"score_spread":0.28827831731600645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312004104","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9143364,0.000030317826,0.07341436,0.010433107,0.00017107111,0.0013044381,0.000013247998,0.000024851886,0.00027219573],"genre_scores_gemma":[0.9969446,0.000004330687,0.00081421656,0.0016830969,0.000042955,0.00031275963,0.00016726357,0.0000083244995,0.000022446415],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998763,0.000043208314,0.0006614273,0.000111947134,0.00030384856,0.0001165442],"domain_scores_gemma":[0.9993461,0.00006225825,0.00029931875,0.00014551645,0.00012886152,0.00001799408],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010053432,0.000050200706,0.00013671226,0.0004998727,0.00008359495,0.0000022060005,0.000052363674,0.000014665707,0.00006815869],"category_scores_gemma":[0.000045930017,0.00004507243,0.000013731896,0.002283926,0.000018677916,0.000045509085,0.000033161225,0.00013663426,8.169853e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003126453,0.0002079085,0.70571107,0.0008478393,0.000028616667,0.0000034909456,0.018241746,0.0040877354,0.024512755,0.076677516,0.0029505168,0.16641816],"study_design_scores_gemma":[0.009885231,0.0069635333,0.67451596,0.0008911613,0.000119457065,0.00011465052,0.20110907,0.006748956,0.019022722,0.022405352,0.05766279,0.00056112005],"about_ca_topic_score_codex":0.0002030655,"about_ca_topic_score_gemma":0.000038833925,"teacher_disagreement_score":0.18286732,"about_ca_system_score_codex":0.000293964,"about_ca_system_score_gemma":0.00012489564,"threshold_uncertainty_score":0.18380003},"labels":[],"label_agreement":null},{"id":"W4312004111","doi":"10.1093/geroni/igac059.2618","title":"THE GEOGRAPHIC LAYOUTS OF OLDER EUROPEANS’ SOCIAL NETWORKS AND LONELINESS IN THE COVID-19 PANDEMIC","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Loneliness; Pandemic; Feeling; Casual; Latent class model; Coronavirus disease 2019 (COVID-19); Psychology; Mental health; Geography; Demography; Social psychology; Sociology; Medicine; Computer science; Political science; Psychiatry","score_opus":0.07022884539633988,"score_gpt":0.37820844824780403,"score_spread":0.30797960285146414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312004111","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95574576,0.0004694243,0.00032864645,0.04197682,0.0003035667,0.00023577147,0.0000028605803,0.000017438439,0.00091968954],"genre_scores_gemma":[0.98765737,0.000120874516,0.0000034801024,0.012030112,0.000109350534,0.000028098324,0.0000039060264,0.0000036188871,0.000043215623],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99862057,0.00054340257,0.0003220213,0.00008643959,0.00022802626,0.00019954568],"domain_scores_gemma":[0.9992637,0.00050472823,0.000120312856,0.000056706074,0.000041423744,0.000013141983],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004423848,0.000040168223,0.000072346935,0.00012162118,0.0010636024,0.00004403193,0.00018541489,0.000022056694,0.000018058692],"category_scores_gemma":[0.0002841704,0.000029484961,0.000011644501,0.0017213272,0.00014692728,0.00005648551,0.000055293356,0.00023822191,1.2329913e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000045769475,0.000008659636,0.89469063,0.000014567524,0.0000013842056,0.0000015584079,0.030534206,0.0005711603,4.405505e-7,0.07089838,0.00049826334,0.0027761718],"study_design_scores_gemma":[0.00033394946,0.0000038408048,0.8674571,0.000009666451,0.0000016284513,0.0000011070571,0.058459807,0.00036449396,5.1771114e-8,0.0024270026,0.07087939,0.00006197618],"about_ca_topic_score_codex":0.005240894,"about_ca_topic_score_gemma":0.0042991503,"teacher_disagreement_score":0.07038113,"about_ca_system_score_codex":0.00006345091,"about_ca_system_score_gemma":0.00012196682,"threshold_uncertainty_score":0.8180477},"labels":[],"label_agreement":null},{"id":"W4312004165","doi":"10.1093/geroni/igac059.2797","title":"PERCEIVED SOCIAL ISOLATION IS CORRELATED WITH BRAIN STRUCTURE AND COGNITIVE TRAJECTORY IN ALZHEIMER’S DISEASE","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Loneliness; Social isolation; Clinical Dementia Rating; Dementia; Neuropathology; Psychology; Cognition; Neuropsychology; UCLA Loneliness Scale; Montreal Cognitive Assessment; Clinical psychology; Boston Naming Test; Cognitive decline; Audiology; Medicine; Disease; Psychiatry; Internal medicine","score_opus":0.022529078044295523,"score_gpt":0.3185554392938148,"score_spread":0.29602636124951925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312004165","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9955838,0.00007569693,0.00017771381,0.0031425492,0.000029143855,0.0005034275,0.000027886523,0.00001930856,0.00044048278],"genre_scores_gemma":[0.99742484,0.00000142406,0.000029766396,0.0020824026,0.000028566983,0.00006125605,0.0002621377,0.000012754663,0.00009687478],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989943,0.00010191522,0.00021649501,0.00021271598,0.0003097396,0.0001648436],"domain_scores_gemma":[0.99966866,0.00005413769,0.00006622849,0.000038456168,0.00014415289,0.00002836482],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002523096,0.000086779975,0.00011277185,0.0005814408,0.00013960034,0.000019776955,0.000025449934,0.000024395616,0.00068490946],"category_scores_gemma":[0.000058046433,0.00008648557,0.000010304338,0.0013286114,0.00005445356,0.00011931417,0.000035654823,0.0003699609,9.70787e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00075547496,0.00010025714,0.9733581,0.000023594639,0.000046826764,0.00008057895,0.0064495653,0.000011589386,0.0036504664,0.00011266015,0.0001552174,0.015255696],"study_design_scores_gemma":[0.0034628208,0.00013129735,0.9899107,0.000074374606,0.000043006537,0.000009641219,0.003661116,0.0022109551,0.00015207253,0.00017824364,0.00006906754,0.00009666954],"about_ca_topic_score_codex":0.000037877126,"about_ca_topic_score_gemma":0.000012985115,"teacher_disagreement_score":0.016552662,"about_ca_system_score_codex":0.00008365964,"about_ca_system_score_gemma":0.00014332304,"threshold_uncertainty_score":0.7499278},"labels":[],"label_agreement":null},{"id":"W4312004166","doi":"10.1093/geroni/igac059.2304","title":"COMMUNAL SUPPORT PREDICTS BETTER MENTAL HEALTH: KNOWLEDGE TRANSLATION AMONG OLDER ADULTS DURING COVID-19","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Neighbourhood (mathematics); Mental health; Psychosocial; Loneliness; Psychology; Mood; Snowball sampling; Gerontology; Clinical psychology; Medicine; Social psychology; Psychiatry","score_opus":0.05592744285929344,"score_gpt":0.37636906568431283,"score_spread":0.32044162282501937,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312004166","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.936985,0.00011626855,0.00016173752,0.058832616,0.00073524687,0.0005383445,0.00003004072,0.00009790032,0.0025028319],"genre_scores_gemma":[0.98806334,0.0000207093,0.00009968004,0.011118133,0.00014817146,0.00009895738,0.00015162292,0.000011270437,0.00028814684],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99806637,0.00035679265,0.00058503734,0.00018681875,0.0003834714,0.00042153834],"domain_scores_gemma":[0.99943984,0.00012746429,0.00017791735,0.000103463615,0.000046280296,0.00010504191],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0020770426,0.00008415993,0.000137977,0.0003624369,0.0020273707,0.000047850812,0.00016890792,0.000039398976,0.0009050439],"category_scores_gemma":[0.00010186814,0.00010397132,0.00002547625,0.0012273026,0.00007774743,0.00031009177,0.000060186274,0.0003149063,0.000004590932],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001934406,0.000067430585,0.73340976,0.00023013573,0.000004382835,0.0000032231906,0.24893783,0.000064281056,0.0000033362537,0.0031875484,0.004237616,0.0098350905],"study_design_scores_gemma":[0.0018178014,0.000021623267,0.8362884,0.000113785136,0.0000015243891,0.0000022412914,0.04735093,0.00039246076,0.000010274087,0.00026320745,0.11355178,0.00018598072],"about_ca_topic_score_codex":0.008200056,"about_ca_topic_score_gemma":0.0068661966,"teacher_disagreement_score":0.2015869,"about_ca_system_score_codex":0.0009688056,"about_ca_system_score_gemma":0.00059331063,"threshold_uncertainty_score":0.99927187},"labels":[],"label_agreement":null},{"id":"W4312004168","doi":"10.1093/geroni/igac059.2446","title":"AGEISM IN ARTIFICIAL INTELLIGENCE: A REVIEW","year":2022,"lang":"en","type":"review","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Athabasca University; Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"Grey literature; Legislation; Artificial intelligence; Computer science; Inclusion (mineral); Psychology; Social psychology; Political science; MEDLINE; Law","score_opus":0.34316680692664575,"score_gpt":0.5294309176325489,"score_spread":0.18626411070590315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312004168","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000049071714,0.9805826,0.00033510235,0.0005696959,0.00084947987,0.00077928946,0.000005673846,0.000044532993,0.016828747],"genre_scores_gemma":[0.000021628088,0.9964687,0.000070418406,0.00056047644,0.00012826902,0.0010481616,0.00019424099,0.00003795354,0.0014701369],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.996128,0.0008767842,0.001724061,0.000564779,0.00025504976,0.0004513],"domain_scores_gemma":[0.9986082,0.0004309628,0.00041660867,0.00047733792,0.000047377882,0.00001953458],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0037161186,0.00025240474,0.0011079384,0.0018904661,0.00006604447,0.000021806562,0.0004646353,0.00021903012,0.0059242817],"category_scores_gemma":[0.00044353405,0.00025280772,0.00010100959,0.006072062,0.00006523851,0.000051921576,0.00015062343,0.001903161,0.0004406692],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000018444233,0.00005666012,0.000023028651,0.006919955,0.000019372812,0.00015630278,0.00053525466,3.2651775e-7,7.2519155e-9,0.032747958,0.0016094295,0.95792985],"study_design_scores_gemma":[0.000031941985,0.000013049416,0.000010632082,0.017190704,0.000023333043,0.000051091523,0.00030691363,0.000004694736,3.1171147e-8,0.0016767279,0.9804734,0.00021745397],"about_ca_topic_score_codex":0.00015916873,"about_ca_topic_score_gemma":0.00004228962,"teacher_disagreement_score":0.978864,"about_ca_system_score_codex":0.00031479588,"about_ca_system_score_gemma":0.00022505462,"threshold_uncertainty_score":0.99999243},"labels":[],"label_agreement":null},{"id":"W4312004172","doi":"10.1093/geroni/igac059.2440","title":"STANDING UP TO AGEISM: PERCEPTIONS OF SIXTY AND EIGHTY YEAR-OLD ADULTS WHO REJECT BENEVOLENT AGEISM","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Psychology; Prejudice (legal term); Competence (human resources); Older people; Impression formation; Perception; Social psychology; Age discrimination; Social perception; Developmental psychology; Gerontology; Medicine","score_opus":0.03873320930070051,"score_gpt":0.3660931120547443,"score_spread":0.3273599027540438,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312004172","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9911807,0.00006706754,0.0013383516,0.0017342189,0.0004090161,0.00022285094,0.000024183282,0.00003782283,0.0049857767],"genre_scores_gemma":[0.9949209,0.0000026249443,0.00023036932,0.00037492637,0.000051192168,0.00009344406,0.00002564224,0.000015076158,0.004285794],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99859077,0.00018298684,0.0003943906,0.0003196933,0.00023457358,0.00027760057],"domain_scores_gemma":[0.99941283,0.000097925906,0.000102785525,0.00024885943,0.00010539948,0.00003220763],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009853712,0.000093545386,0.00017946801,0.0007568093,0.00020725785,0.000015922722,0.00014285652,0.00005019183,0.0009452651],"category_scores_gemma":[0.00007743929,0.00010504943,0.000019668212,0.0013220409,0.000054939643,0.00006556303,0.00016887773,0.00040141153,0.000016919708],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003146305,0.00015500539,0.76384443,0.000071745366,0.000067901354,0.000050037703,0.10761559,0.00024760838,0.0016068198,0.08934742,0.016800506,0.019878296],"study_design_scores_gemma":[0.0020275856,0.00025594753,0.92592716,0.00015639125,0.000010242127,0.000031266572,0.064648785,0.0005550313,0.00014979774,0.0016668959,0.0042660288,0.00030485916],"about_ca_topic_score_codex":0.00062993786,"about_ca_topic_score_gemma":0.000071167946,"teacher_disagreement_score":0.16208275,"about_ca_system_score_codex":0.00013498987,"about_ca_system_score_gemma":0.00002815985,"threshold_uncertainty_score":0.999968},"labels":[],"label_agreement":null},{"id":"W4312004185","doi":"10.1093/geroni/igac059.2987","title":"COVID-19 WIDOWHOOD OR PANDEMIC WIDOWHOOD: EXAMINING THE DIFFERENTIAL IMPLICATIONS FOR MENTAL HEALTH","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Loneliness; Spouse; Pandemic; Mental health; Social isolation; Depression (economics); Coronavirus disease 2019 (COVID-19); Medicine; Isolation (microbiology); Social distance; Psychiatry; Psychology; Gerontology; Demography; Disease; Sociology; Infectious disease (medical specialty)","score_opus":0.1378193077234875,"score_gpt":0.4389013427627034,"score_spread":0.3010820350392159,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312004185","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9165756,0.00016863472,0.020481572,0.05513415,0.0027850822,0.0030019698,0.0004793954,0.00020210343,0.001171453],"genre_scores_gemma":[0.9744569,0.000012270583,0.00019054605,0.02193058,0.00017325266,0.0016830273,0.0006908807,0.0000279219,0.0008346025],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979863,0.00023956616,0.0007396046,0.0003880592,0.00018130925,0.00046517214],"domain_scores_gemma":[0.99889284,0.00024758506,0.0004034657,0.00032600455,0.00003679311,0.00009328632],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013006836,0.00014541563,0.00018358172,0.00033571888,0.0012315696,0.000031385545,0.00027051198,0.0000358503,0.0007829608],"category_scores_gemma":[0.00007618485,0.00012332595,0.000028831279,0.0011653936,0.000047329017,0.00007341679,0.00012670254,0.00031352055,0.0000066960815],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006255039,0.001129907,0.43375492,0.00036738586,0.0001422637,0.00000306202,0.08495065,0.000107576256,0.0040594647,0.28257868,0.09493401,0.097346574],"study_design_scores_gemma":[0.015292241,0.0013319392,0.5585417,0.000111695554,0.000035465262,0.00023664665,0.10058789,0.00035662434,0.00008783162,0.01807896,0.30444553,0.00089345913],"about_ca_topic_score_codex":0.00065006374,"about_ca_topic_score_gemma":0.0003187401,"teacher_disagreement_score":0.26449972,"about_ca_system_score_codex":0.0009908479,"about_ca_system_score_gemma":0.000520337,"threshold_uncertainty_score":0.94723624},"labels":[],"label_agreement":null},{"id":"W4312004190","doi":"10.1093/geroni/igac059.2410","title":"DISSOCIATING RETEST EFFECTS FROM DEVELOPMENTAL CHANGE FOR PREDICTING COGNITIVE STATUS","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Psychology; Multilevel model; Cognition; Term (time); Cognitive decline; Multinomial logistic regression; Logistic regression; Developmental psychology; Dementia; Statistics; Medicine; Mathematics","score_opus":0.03200126367111645,"score_gpt":0.28600210973419515,"score_spread":0.2540008460630787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312004190","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9934138,0.000023476565,0.0029192127,0.00028807955,0.00022660864,0.0011971723,0.00011794722,0.00006526573,0.0017484331],"genre_scores_gemma":[0.9927009,0.0000036258152,0.0033731977,0.002101749,0.000096747746,0.00131605,0.00033483724,0.000034367353,0.000038556867],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978781,0.00016578053,0.00047429552,0.0005353684,0.00041727474,0.00052923436],"domain_scores_gemma":[0.9986852,0.00086396374,0.00030776544,0.00008344753,0.000013435276,0.000046211466],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012642082,0.000152693,0.00015313772,0.0001560716,0.0006173318,0.000030463974,0.00011747044,0.00003691687,0.00044795003],"category_scores_gemma":[0.00094369525,0.00019477228,0.000020953825,0.0010737277,0.000050343144,0.00038816547,0.0003694745,0.00035150125,0.00002888308],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000135847185,0.000048074624,0.9099333,0.000016203556,0.000009454,0.00000744035,0.010848579,0.000080096426,0.00571479,0.000033676886,0.00003652492,0.07325827],"study_design_scores_gemma":[0.0013587904,0.00006031192,0.9803166,0.00012905271,0.0000102075965,0.0000019046543,0.007830815,0.0045007374,0.0030768986,0.00073726434,0.00167377,0.0003036397],"about_ca_topic_score_codex":0.0011344368,"about_ca_topic_score_gemma":0.00011756549,"teacher_disagreement_score":0.07295463,"about_ca_system_score_codex":0.0016821484,"about_ca_system_score_gemma":0.000029966428,"threshold_uncertainty_score":0.7942583},"labels":[],"label_agreement":null},{"id":"W4312004428","doi":"10.1093/geroni/igac059.2393","title":"GOAL ADJUSTMENT CAPACITIES DURING COVID-19: CONTEXT-DEPENDENT BENEFITS FOR EMOTIONAL WELL-BEING","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Psychological Well-being and Life Satisfaction","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Disengagement theory; Psychology; Affect (linguistics); Context (archaeology); Multilevel model; Well-being; Depressive symptoms; Developmental psychology; Social psychology; Anxiety; Gerontology; Medicine","score_opus":0.040562718349738236,"score_gpt":0.3295541083199627,"score_spread":0.28899138997022444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312004428","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9694234,0.00026591745,0.004666094,0.0030270533,0.0033581145,0.0005981184,0.00005974686,0.00019393844,0.018407617],"genre_scores_gemma":[0.9922518,0.000006763972,0.0001627501,0.0042678183,0.00036037609,0.0007037261,0.00012926215,0.000025775304,0.0020917442],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9978996,0.00018391779,0.0006657546,0.00049503084,0.0003594712,0.00039623314],"domain_scores_gemma":[0.9991764,0.00021046028,0.00024021453,0.00022958599,0.00008067482,0.00006269774],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010710668,0.00017332543,0.00020316514,0.00062830356,0.00064541626,0.000032421005,0.00016927693,0.00007931729,0.003660884],"category_scores_gemma":[0.00015211562,0.0001986142,0.00006659501,0.00075288006,0.0000594183,0.000118658194,0.000073886564,0.00040818908,0.000037950125],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043141417,0.0003250967,0.04925877,0.00009821485,0.00014104882,0.00003038783,0.016915541,0.023019148,0.0018732294,0.8819255,0.004647371,0.02133428],"study_design_scores_gemma":[0.017835189,0.00073328055,0.6519848,0.00018218864,0.00006784402,0.0004905128,0.093881994,0.0015905517,0.0013295274,0.10975341,0.12035621,0.0017944634],"about_ca_topic_score_codex":0.00040573458,"about_ca_topic_score_gemma":0.000031352592,"teacher_disagreement_score":0.7721721,"about_ca_system_score_codex":0.0006488304,"about_ca_system_score_gemma":0.000050895338,"threshold_uncertainty_score":0.9972499},"labels":[],"label_agreement":null},{"id":"W4312004439","doi":"10.1093/geroni/igac059.2619","title":"THE COMBINED EFFECTS OF LONELINESS AND SOCIAL ISOLATION ON MENTAL HEALTH IN A NATIONAL SAMPLE OF OLDER ADULTS","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Loneliness; Social isolation; Mental health; Distress; Psychology; Isolation (microbiology); Social support; Clinical psychology; Psychological distress; Affect (linguistics); Psychiatry; Social psychology","score_opus":0.02055947555395357,"score_gpt":0.3518998728446553,"score_spread":0.33134039729070175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312004439","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96789354,0.000043353815,0.00008508278,0.031301618,0.00023659936,0.00031113037,0.000013821011,0.0000047266813,0.00011014891],"genre_scores_gemma":[0.9983418,0.000014219502,0.000042578784,0.0015147184,0.000025721862,0.000024053326,0.000023584471,0.000002250948,0.000011053218],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.999076,0.00016931514,0.00031986463,0.00006256927,0.0002638378,0.000108400454],"domain_scores_gemma":[0.9992406,0.0004800477,0.00017774399,0.000020503716,0.000074634256,0.000006472354],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014558146,0.000028937005,0.00008136589,0.00014987381,0.00041149312,0.000007798234,0.00004652544,0.000013867677,0.000007685984],"category_scores_gemma":[0.00026141093,0.000027876837,0.0000071382974,0.0006933561,0.000043366283,0.000053509226,0.00002224527,0.000079786274,5.0408968e-8],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013319701,0.00012279266,0.25908148,0.000335347,0.0000044524663,1.5494862e-7,0.11180798,0.00007705215,0.000021489115,0.60803056,0.00087329245,0.01951219],"study_design_scores_gemma":[0.0017325693,0.000050522736,0.97000706,0.000151092,4.308425e-7,7.512462e-8,0.018849986,0.001141431,0.000031063708,0.0059776967,0.0019984993,0.000059578222],"about_ca_topic_score_codex":0.0053058225,"about_ca_topic_score_gemma":0.0019379213,"teacher_disagreement_score":0.7109256,"about_ca_system_score_codex":0.00018889901,"about_ca_system_score_gemma":0.00018478202,"threshold_uncertainty_score":0.80208516},"labels":[],"label_agreement":null},{"id":"W4312004441","doi":"10.1093/geroni/igac059.2778","title":"A COMPREHENSIVE ALZHEIMER’S AND DEMENTIA CARE PROGRAM (ADCP) FOR PATIENTS AND CAREGIVERS","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dementia; Medicine; Depression (economics); Caregiver burden; Distress; Activities of daily living; Attrition; Cognitive impairment; Gerontology; Physical therapy; Cognition; Psychiatry; Clinical psychology; Internal medicine; Disease","score_opus":0.03547572334006495,"score_gpt":0.3486653259071314,"score_spread":0.31318960256706646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312004441","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99703604,0.00054544845,0.000050187227,0.00039905435,0.000059376645,0.0013733973,0.000015017871,0.000023897685,0.0004975536],"genre_scores_gemma":[0.9980779,0.000009627052,0.00071392744,0.00040389423,0.000013392311,0.00048664134,0.00025336538,0.000008885424,0.000032326847],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999274,0.000025665478,0.00016493886,0.0001791782,0.00020081017,0.00015538627],"domain_scores_gemma":[0.9994857,0.000029328938,0.00004947858,0.000048495658,0.0003635137,0.000023527391],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010194269,0.00006536136,0.00009280927,0.00029551503,0.00015516212,0.000024316241,0.000024933383,0.0000130478675,0.000037093374],"category_scores_gemma":[0.00002375496,0.00006990076,0.000010916956,0.00044719095,0.000038397953,0.0000635802,0.00009636555,0.00010312201,2.9182192e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009111991,0.00010902011,0.8099987,0.00012377814,0.000090834794,0.0000054581105,0.0024837083,0.0000011648062,0.00028036072,0.00025476457,0.00026287188,0.18629822],"study_design_scores_gemma":[0.00658185,0.0012019938,0.9382793,0.000052077998,0.00012302719,0.0000064452447,0.01780212,0.0003340352,0.00048311384,0.00013152373,0.034866042,0.00013852172],"about_ca_topic_score_codex":0.000033787317,"about_ca_topic_score_gemma":0.0000022744887,"teacher_disagreement_score":0.1861597,"about_ca_system_score_codex":0.000045610745,"about_ca_system_score_gemma":0.00003223772,"threshold_uncertainty_score":0.28504702},"labels":[],"label_agreement":null},{"id":"W4312004693","doi":"10.1093/geroni/igac059.2379","title":"PERSPECTIVES ON THE RISK FACTORS ASSOCIATED WITH MISSING INCIDENTS IN PERSONS LIVING WITH DEMENTIA","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; University of Waterloo","funders":"","keywords":"Dementia; Psychology; Activities of daily living; Gerontology; Medicine; Psychiatry; Disease","score_opus":0.047020660571468496,"score_gpt":0.3510353111013564,"score_spread":0.3040146505298879,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312004693","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9965323,0.000050077044,0.00013482246,0.0014670778,0.00017917751,0.00032733908,0.000007939465,0.000047794732,0.0012534569],"genre_scores_gemma":[0.9995047,0.000001979979,0.000043805274,0.00018437851,0.000030666088,0.000078300705,0.00001545822,0.000020089812,0.000120655655],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982069,0.00064353587,0.0003150746,0.00021391654,0.00033041323,0.00029012084],"domain_scores_gemma":[0.99848264,0.0008909888,0.00036687596,0.00013596703,0.00010998666,0.000013554901],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014606667,0.00010906023,0.00013538764,0.00055954326,0.0011935831,0.000022686194,0.000112850306,0.000034964527,0.00023836119],"category_scores_gemma":[0.00055530376,0.00007630495,0.00001316291,0.0026223164,0.000029599727,0.00010322066,0.000060531333,0.0009182055,0.0000015472809],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015427811,0.000056988938,0.8089123,0.0000054140323,0.000026068357,0.0000023909436,0.18973103,0.00035135497,0.0000396008,0.00039600534,0.00030878655,0.00015463254],"study_design_scores_gemma":[0.0003353598,0.000047815203,0.6305466,0.0003082333,0.000010851484,2.2044965e-7,0.36837244,0.00014930563,0.000005034521,0.000072421426,0.000072947616,0.00007876809],"about_ca_topic_score_codex":0.0014941748,"about_ca_topic_score_gemma":0.00070206495,"teacher_disagreement_score":0.1786414,"about_ca_system_score_codex":0.00077846536,"about_ca_system_score_gemma":0.00017533902,"threshold_uncertainty_score":0.91801965},"labels":[],"label_agreement":null},{"id":"W4312004800","doi":"10.1093/geroni/igac059.2391","title":"SENSE OF PURPOSE IN LIFE AND ALLOSTATIC BURDEN IN TWO LONGITUDINAL COHORTS","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Psychological Well-being and Life Satisfaction","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Allostatic load; Gerontology; Allostasis; Stressor; Psychology; Longitudinal study; Dementia; Medicine; Successful aging; Demography; Chronic stress; Ageing; Disease; Clinical psychology; Internal medicine; Immunology; Pathology; Sociology","score_opus":0.037447109435551684,"score_gpt":0.35691787286610493,"score_spread":0.31947076343055325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312004800","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9929351,0.00009778859,0.00013247255,0.0008800158,0.0003388463,0.00019436156,0.000003412173,0.000018187035,0.005399812],"genre_scores_gemma":[0.9992741,0.000004245327,0.00010986553,0.00039627677,0.00003261631,0.00006318033,0.000014471991,0.000008390209,0.00009685177],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99861157,0.00023797218,0.0005719394,0.00025607628,0.00014610257,0.00017633324],"domain_scores_gemma":[0.99951786,0.000146164,0.0001611383,0.00013057687,0.000027584796,0.000016707721],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001080211,0.00008167717,0.00017892054,0.0007754736,0.000033811848,0.000009068851,0.00004269852,0.000030473788,0.00030779614],"category_scores_gemma":[0.00012952702,0.00009226903,0.000009897355,0.0016173851,0.00003798894,0.000062936,0.00004622585,0.00035288942,0.0000048704637],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000091044065,0.00009339904,0.9747703,0.00001452784,0.00000899146,0.0001502549,0.004605951,0.0015353509,0.0010712277,0.0112154465,0.00016928259,0.0062742354],"study_design_scores_gemma":[0.0014377072,0.00005085327,0.9909564,0.000036373836,0.0000021541057,0.000039701878,0.0017766189,0.00048480186,0.000019536466,0.0045985025,0.0004933522,0.000103965336],"about_ca_topic_score_codex":0.0018406251,"about_ca_topic_score_gemma":0.0001807901,"teacher_disagreement_score":0.016186144,"about_ca_system_score_codex":0.000074619515,"about_ca_system_score_gemma":0.000017078573,"threshold_uncertainty_score":0.3762622},"labels":[],"label_agreement":null},{"id":"W4312004805","doi":"10.1093/geroni/igac059.2311","title":"ADAPTING STAKEHOLDER WALKABILITY/WHEELABILITY AUDIT TOOL IN NEIGHBORHOOD FOR SENSORY AND COGNITIVE DISABILITIES","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging, Elder Care, and Social Issues","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia; Simon Fraser University","funders":"","keywords":"Audit; Neighbourhood (mathematics); Stakeholder; Psychology; Applied psychology; Population; Medicine; Public relations; Business; Political science; Environmental health","score_opus":0.11355712319388497,"score_gpt":0.3921978987875392,"score_spread":0.2786407755936542,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312004805","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99375015,0.00010034037,0.00088278536,0.0013381902,0.0004179902,0.0015101368,0.000100195204,0.00008063757,0.0018195545],"genre_scores_gemma":[0.9964623,0.000002697467,0.00017195258,0.0016172806,0.00017114411,0.0010360368,0.00007090754,0.000025217269,0.00044245538],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99724394,0.0006638574,0.00097435864,0.00042381723,0.00024198365,0.00045205202],"domain_scores_gemma":[0.9964761,0.0027464684,0.00026858549,0.00016740816,0.00032141933,0.000020000787],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031149464,0.00015281663,0.00030471486,0.00028983215,0.0009056392,0.000018464802,0.00008633839,0.00009033776,0.00024051804],"category_scores_gemma":[0.0031006858,0.00017499964,0.000029131794,0.00092431327,0.00011889287,0.0002599912,0.00018186627,0.00078032067,0.0000020530736],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000061958104,0.0000758055,0.8160697,0.00033396337,0.000010035954,0.0000015015871,0.1635048,0.000032099735,0.00010585218,0.013127302,0.00007971627,0.0065972684],"study_design_scores_gemma":[0.0019646522,0.00006762706,0.20355076,0.00023103869,0.000012070306,5.9729257e-7,0.73677653,0.0010356692,0.000042251635,0.055039544,0.0009729743,0.00030631767],"about_ca_topic_score_codex":0.0006672641,"about_ca_topic_score_gemma":0.0007133246,"teacher_disagreement_score":0.61251897,"about_ca_system_score_codex":0.00055605837,"about_ca_system_score_gemma":0.00024685985,"threshold_uncertainty_score":0.7136279},"labels":[],"label_agreement":null},{"id":"W4312004819","doi":"10.1093/geroni/igac059.2688","title":"MULTI-CASE STUDY OF A NOVEL HEALTHCARE DELIVERY MODEL TO SUPPORT AGING IN PLACE IN RURAL, REMOTE, AND SMALL URBAN AREAS","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Northern British Columbia; Thompson Rivers University; University of Windsor; University of British Columbia, Okanagan Campus; Kelowna General Hospital; University of British Columbia","funders":"","keywords":"Rurality; Aging in place; Restructuring; Business; Service delivery framework; Workforce; Rural area; Health care; Service (business); Geography; Economic growth; Gerontology; Medicine; Marketing; Finance; Economics","score_opus":0.16551884867978894,"score_gpt":0.41997914698440275,"score_spread":0.2544602983046138,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312004819","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.995949,0.00008561152,0.0018165369,0.001277693,0.000103456296,0.00059791666,0.00000931162,0.000024571702,0.00013590271],"genre_scores_gemma":[0.9976204,7.9804687e-7,0.001399305,0.0005102312,0.000012140896,0.00010066549,0.000013376739,0.000018643861,0.0003244168],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9981278,0.00025717862,0.0006828847,0.00038358636,0.00017635887,0.00037219512],"domain_scores_gemma":[0.99933505,0.00012647864,0.00013062803,0.00026202644,0.00010917228,0.000036638234],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017443871,0.00012398318,0.00025230466,0.0016595994,0.000095833064,0.000012497452,0.00015636977,0.00005539014,0.000018982413],"category_scores_gemma":[0.00007929002,0.00015226302,0.000010220885,0.0020640541,0.000029553326,0.000074193165,0.0002299665,0.00063689443,0.0000010996969],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017468224,0.00095987786,0.8527183,0.000045761375,0.000014134307,0.001015983,0.12602106,0.008637052,0.00024316208,0.00043019274,0.00016262208,0.009577174],"study_design_scores_gemma":[0.013252781,0.00070392166,0.22043897,0.00019950952,0.000006933244,0.00089489593,0.4757667,0.28804034,0.000018001405,0.00011808242,0.000058665497,0.0005011803],"about_ca_topic_score_codex":0.026074737,"about_ca_topic_score_gemma":0.015304798,"teacher_disagreement_score":0.63227934,"about_ca_system_score_codex":0.00021417667,"about_ca_system_score_gemma":0.00010209215,"threshold_uncertainty_score":0.9804107},"labels":[],"label_agreement":null},{"id":"W4312004823","doi":"10.1093/geroni/igac059.2470","title":"RETURNED MISSING PERSONS WITH DEMENTIA: WHAT ROLE CAN FIRST RESPONDERS AND SERVICE PROVIDERS PLAY?","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Dementia; Service provider; Missing data; Government (linguistics); Medicine; Service (business); Nursing; Psychology; Gerontology; Business","score_opus":0.031354915831877224,"score_gpt":0.32809341171526873,"score_spread":0.2967384958833915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312004823","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9255437,0.00041638932,0.00009692415,0.07241392,0.0004408737,0.0004269722,0.0000052991036,0.00006931686,0.0005866035],"genre_scores_gemma":[0.99513555,0.000010415943,0.0004444109,0.003919844,0.00006128806,0.00011259602,0.00005346611,0.000022529677,0.00023989986],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99868226,0.00018104808,0.00035044458,0.0002468564,0.00023450196,0.0003049078],"domain_scores_gemma":[0.999317,0.0001645594,0.00021537486,0.00014741671,0.00012488807,0.00003079615],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00062705146,0.00010446403,0.00013368425,0.0004922627,0.0013226544,0.00006150783,0.00008345409,0.000047358903,0.00013237934],"category_scores_gemma":[0.000047566016,0.000105873005,0.00000881428,0.0019760295,0.000022454593,0.0003332492,0.00008654011,0.0004958658,0.0000014620374],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00068633456,0.000089568515,0.35265985,0.00069774356,0.00011193184,0.000047822123,0.60684437,0.0007513736,0.004184993,0.0015878034,0.0144661935,0.017872019],"study_design_scores_gemma":[0.0021921291,0.00008911597,0.040167354,0.0006401107,0.000038641203,0.000014038298,0.921721,0.00087004266,0.00011507852,0.0007800728,0.03307224,0.00030017743],"about_ca_topic_score_codex":0.002114629,"about_ca_topic_score_gemma":0.0032963404,"teacher_disagreement_score":0.31487665,"about_ca_system_score_codex":0.00029566165,"about_ca_system_score_gemma":0.00029567073,"threshold_uncertainty_score":0.99997747},"labels":[],"label_agreement":null},{"id":"W4312005083","doi":"10.1093/geroni/igac059.2442","title":"THE RELATIONSHIP OF AGEISM, INTENTION TO WORK WITH OLDER ADULTS, AND SOCIAL DESIRABILITY","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Psychology; Social desirability; Young adult; Older people; Analysis of variance; Gerontology; Clinical psychology; Demography; Developmental psychology; Medicine","score_opus":0.07594108170743769,"score_gpt":0.3746380837843489,"score_spread":0.2986970020769112,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312005083","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99093217,0.000038116184,0.0023340837,0.0054558846,0.000107451735,0.00019805093,0.0000012031027,0.000015758002,0.00091727637],"genre_scores_gemma":[0.9989656,6.966592e-8,0.00013911277,0.0001517427,0.0000129809405,0.00011690508,0.000007906796,0.000005415946,0.00060024095],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990154,0.00023777022,0.00033779556,0.0001497875,0.0001274931,0.000131738],"domain_scores_gemma":[0.99932677,0.0002835957,0.00016456292,0.00011403998,0.00010406616,0.000006981112],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017805413,0.000042561616,0.00007242086,0.00018568528,0.00032882168,0.000011017192,0.00008091337,0.000025042731,0.00005296157],"category_scores_gemma":[0.00020031632,0.00003472357,0.00000796995,0.001221626,0.00008688829,0.000030760417,0.000056248293,0.00028799477,0.0000025130234],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019343533,0.000032324064,0.92536914,0.000008629765,0.000007781282,0.0000013412863,0.016858712,0.0000059289023,0.0000048724646,0.037285157,0.00046489268,0.019767793],"study_design_scores_gemma":[0.0003700644,0.000032390013,0.9852348,0.0000176912,0.0000015751735,0.0000029008438,0.013237604,0.000011942614,0.0000043915593,0.00076710735,0.0002813378,0.00003820357],"about_ca_topic_score_codex":0.00013254052,"about_ca_topic_score_gemma":0.000058916532,"teacher_disagreement_score":0.05986566,"about_ca_system_score_codex":0.000050861738,"about_ca_system_score_gemma":0.000020337286,"threshold_uncertainty_score":0.25290638},"labels":[],"label_agreement":null},{"id":"W4312005384","doi":"10.1093/geroni/igac059.2388","title":"PHYSICAL ACTIVITY MEDIATES LATIN DANCE PARTICIPATION AND FITNESS OUTCOMES IN OLDER LATINOS","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Diversity and Impact of Dance","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Cardiorespiratory fitness; Dance; Physical therapy; Mediation; Randomized controlled trial; Physical activity; Test (biology); Latin Americans; Gerontology; Medicine; Physical fitness; Psychology; Internal medicine; Sociology; Political science; Art","score_opus":0.0490779549848678,"score_gpt":0.359460707230267,"score_spread":0.31038275224539924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312005384","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9971254,0.0000065580866,0.000112956186,0.0012586623,0.00021698987,0.00012235524,0.0000094070165,0.000022610318,0.0011250508],"genre_scores_gemma":[0.9993795,3.6483104e-7,0.000034331904,0.00026778295,0.00002339756,0.000048497153,0.000010391088,0.0000049554446,0.00023074035],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993232,0.000092009504,0.00014418739,0.00015975107,0.00013260858,0.00014826246],"domain_scores_gemma":[0.9996269,0.00014436455,0.00010495431,0.00009220945,0.000020890368,0.000010716072],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027043786,0.00006407998,0.0001183635,0.00021566813,0.00007510588,0.00001565096,0.000064849744,0.000019873967,0.00018076145],"category_scores_gemma":[0.000088984445,0.00007251788,0.000008560146,0.0007924441,0.00002849083,0.0002300096,0.000070670074,0.00020316226,0.0000062361532],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020108942,0.00027097447,0.9727848,0.0000075490193,0.0000053157028,0.0000048147203,0.010177607,0.0003780452,0.00049743213,0.005673026,0.00008387907,0.010096447],"study_design_scores_gemma":[0.0007215702,0.000020515508,0.9960497,0.000009103981,0.000001790581,3.2837158e-7,0.0007818101,0.0011954482,0.0003082471,0.0007493472,0.000082360384,0.00007977406],"about_ca_topic_score_codex":0.00018751106,"about_ca_topic_score_gemma":0.000029774337,"teacher_disagreement_score":0.023264904,"about_ca_system_score_codex":0.000053016025,"about_ca_system_score_gemma":0.000010394446,"threshold_uncertainty_score":0.29571933},"labels":[],"label_agreement":null},{"id":"W4312007640","doi":"10.1093/geroni/igac059.1029","title":"NONLINEAR ASSOCIATIONS OF DAILY STRESS REACTIVITY WITH HEALTH AND WELL-BEING","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Psychological Well-being and Life Satisfaction","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Stressor; Reactivity (psychology); Distress; Affect (linguistics); Multilevel model; Psychology; Clinical psychology; Psychological distress; Stress (linguistics); Chronic stress; Medicine; Mental health; Psychiatry; Statistics","score_opus":0.031104485476578087,"score_gpt":0.3439813187302577,"score_spread":0.31287683325367965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312007640","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97504866,0.00003621973,0.00076156994,0.0015719957,0.00026147845,0.00014049797,0.000017562345,0.000044562443,0.022117477],"genre_scores_gemma":[0.99832755,0.0000029155337,0.0005448923,0.0007729873,0.000043961983,0.000033203585,0.000076414304,0.000010120654,0.00018794386],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99881494,0.00022451677,0.00037810867,0.0002282397,0.00018421489,0.00016999763],"domain_scores_gemma":[0.9992667,0.00014406312,0.00036885755,0.0001445511,0.000053718613,0.000022105387],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008485219,0.00007587135,0.00015629173,0.00033117397,0.00018467895,0.00001166032,0.000060485898,0.000033539327,0.00014090627],"category_scores_gemma":[0.00005505606,0.00007698158,0.00001064828,0.001243396,0.000032411965,0.00008165628,0.000033577337,0.00035457013,0.0000026732155],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006377785,0.00026407375,0.94147253,0.000019247478,0.000030275258,0.0000057959837,0.01221432,0.00019764344,0.0005124451,0.027342025,0.00048442464,0.017393433],"study_design_scores_gemma":[0.0012388142,0.00030849763,0.9827957,0.000052517553,0.0000049184405,0.000015627864,0.008959019,0.00025257928,0.00019432373,0.0021792713,0.0038274166,0.00017132379],"about_ca_topic_score_codex":0.00096846547,"about_ca_topic_score_gemma":0.00005534696,"teacher_disagreement_score":0.04132315,"about_ca_system_score_codex":0.0001084456,"about_ca_system_score_gemma":0.000038828683,"threshold_uncertainty_score":0.31392178},"labels":[],"label_agreement":null},{"id":"W4312007772","doi":"10.1093/geroni/igac059.515","title":"ACCELERATED AGING AMONG ADULTS LIVING WITH CEREBRAL PALSY","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Cerebral Palsy and Movement Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Cerebral palsy; Medicine; Population; Gerontology; Disease; Natural history; Population ageing; Quality of life (healthcare); Physical therapy; Environmental health; Internal medicine","score_opus":0.019785814424062277,"score_gpt":0.2689987421932887,"score_spread":0.2492129277692264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312007772","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99217415,0.00003938453,0.0002991906,0.0013469541,0.00012917705,0.00037524573,0.0000021726692,0.00011003662,0.0055237045],"genre_scores_gemma":[0.9963883,0.000002926822,0.00022277885,0.0025094026,0.00005730062,0.000096654054,0.000084884094,0.000026001357,0.0006117436],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986825,0.000047671027,0.000407255,0.00027215216,0.00032149904,0.00026891983],"domain_scores_gemma":[0.9994946,0.00004213381,0.00015973969,0.00016713006,0.00010867623,0.000027731428],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046270515,0.0001295218,0.00017631253,0.00056595734,0.00019910766,0.00003322002,0.00007949445,0.000024752275,0.0008679247],"category_scores_gemma":[0.000075305514,0.00012730501,0.000021093309,0.0023714832,0.000031964624,0.00021471761,0.000093475246,0.00038315158,0.0000037517952],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051239633,0.00010396637,0.9894339,0.0000736351,0.000024030162,0.000022633045,0.0027393608,0.00057573395,0.0007084249,0.0010882709,0.00029133505,0.004887493],"study_design_scores_gemma":[0.002887207,0.00014976005,0.9821672,0.0006479203,0.000015627358,0.00001675358,0.009300776,0.0025118447,0.0005831333,0.00011827682,0.0013473753,0.00025415758],"about_ca_topic_score_codex":0.00040996601,"about_ca_topic_score_gemma":0.00014158896,"teacher_disagreement_score":0.0072667086,"about_ca_system_score_codex":0.0001413695,"about_ca_system_score_gemma":0.00007312459,"threshold_uncertainty_score":0.9503167},"labels":[],"label_agreement":null},{"id":"W4312007861","doi":"10.1093/geroni/igac059.1236","title":"THE INFLUENCE OF NURSING HOME CONTEXT ON IMPLEMENTATION: EARLY FINDINGS","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Nursing; Health care; Data collection; Qualitative property; Psychology; Medicine; Political science; Sociology","score_opus":0.054556366917101425,"score_gpt":0.435173800865383,"score_spread":0.38061743394828157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312007861","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.993608,0.00003465775,0.000028164763,0.004245129,0.00077686884,0.00029838266,0.000007760752,0.000023595838,0.0009774417],"genre_scores_gemma":[0.9990932,0.0000030376987,0.000022562386,0.0004942051,0.00005417523,0.0000987489,0.000015123908,0.000008622322,0.00021033784],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986714,0.00017452851,0.00057549577,0.00011494938,0.0002518635,0.00021176787],"domain_scores_gemma":[0.9990575,0.00037352613,0.00025839242,0.00013678464,0.00016436727,0.000009449318],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001011798,0.000058352616,0.00009617486,0.00031371452,0.000961914,0.000009744344,0.00012419857,0.000022267197,0.00013947302],"category_scores_gemma":[0.00006571727,0.00005247011,0.000014709628,0.0015602177,0.000034999695,0.000086771965,0.000039401744,0.00036840464,0.000008048564],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020345,0.0000858076,0.53305954,0.000056792116,0.00001860626,0.0000036301838,0.15837298,0.00069306797,0.004880705,0.15210772,0.018786553,0.13173115],"study_design_scores_gemma":[0.0008876247,0.000099679164,0.8971597,0.00017426278,0.0000041323665,9.414131e-7,0.088158995,0.000010350175,0.0003059085,0.0048178616,0.008288981,0.000091550384],"about_ca_topic_score_codex":0.0003541365,"about_ca_topic_score_gemma":0.000028614399,"teacher_disagreement_score":0.36410016,"about_ca_system_score_codex":0.00033656947,"about_ca_system_score_gemma":0.0001252887,"threshold_uncertainty_score":0.7398362},"labels":[],"label_agreement":null},{"id":"W4312007870","doi":"10.1093/geroni/igac059.570","title":"ASSESSING INNOVATIVE ASSISTIVE TECHNOLOGIES (ATS) FOR OLDER ADULTS: AN EXECUTIVE SPONSOR'S PERSPECTIVE","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ministry of Health","funders":"","keywords":"Scope (computer science); Public relations; Christian ministry; Autonomy; Disadvantaged; Political science; Health technology; Business; Health care","score_opus":0.23776255422590695,"score_gpt":0.45006641386718443,"score_spread":0.2123038596412775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312007870","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8825973,0.00060196867,0.06603735,0.040566888,0.0009940785,0.0024087757,0.00057001825,0.00037456764,0.0058490224],"genre_scores_gemma":[0.9840651,0.000004366116,0.009996239,0.0038767387,0.00012816161,0.0015440276,0.0001757688,0.000044853445,0.00016470288],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9949507,0.00032159084,0.0032879494,0.0008611403,0.00013539942,0.00044321833],"domain_scores_gemma":[0.99513394,0.0010036607,0.0027456651,0.00039655872,0.0006932442,0.000026933743],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.014783274,0.00022434726,0.00067453925,0.0022663535,0.0006135846,0.0001715522,0.00035763747,0.0001138743,0.00013314791],"category_scores_gemma":[0.0072152247,0.0003216647,0.000047947586,0.0035588238,0.00010611508,0.0016558248,0.00015165225,0.0004979524,0.000028975763],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006831308,0.00024618773,0.05796544,0.00011486184,0.000059012313,0.000002940573,0.023657313,0.0005444788,0.000024674388,0.912261,0.0027212591,0.0023344995],"study_design_scores_gemma":[0.0032065492,0.00020237343,0.16745004,0.00027050395,0.000005307108,0.000012044514,0.6757729,0.014479349,0.00016193226,0.12321165,0.01430485,0.0009225094],"about_ca_topic_score_codex":0.0004954213,"about_ca_topic_score_gemma":0.000034188528,"teacher_disagreement_score":0.7890494,"about_ca_system_score_codex":0.0030306566,"about_ca_system_score_gemma":0.0002893266,"threshold_uncertainty_score":0.9999235},"labels":[],"label_agreement":null},{"id":"W4312036668","doi":"10.1093/geroni/igac059.3066","title":"GAUGING INTEREST AND NEEDS IN PROFESSIONAL DEVELOPMENT AND CONTINUING EDUCATION IN AGING IN MANITOBA, CANADA","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Certificate; Gerontology; Scale (ratio); Medical education; Professional development; Psychology; Continuing education; Medicine; Geography","score_opus":0.04988122239590226,"score_gpt":0.3580101869562372,"score_spread":0.30812896456033495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312036668","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9955731,0.00031269222,0.000017251126,0.0017101308,0.0007834409,0.00020463418,7.3280165e-7,0.000008852998,0.0013891478],"genre_scores_gemma":[0.9982807,9.724694e-7,0.000120132354,0.0004123865,0.000022795619,0.0001715153,0.000022082402,0.000009885258,0.0009595182],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99863535,0.00020613083,0.00048671677,0.00024438923,0.00013224,0.00029515065],"domain_scores_gemma":[0.9996473,0.0001279811,0.00009117518,0.00008099483,0.00003444845,0.000018071909],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013079204,0.000092370596,0.00014072322,0.0015791208,0.00007932718,0.00002046468,0.000090272246,0.000037204263,0.000060590766],"category_scores_gemma":[0.00006259617,0.00011165244,0.0000028698603,0.0013640231,0.000027653796,0.000096241165,0.00014750873,0.0006231764,5.3439675e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017711123,0.000052928197,0.8376067,0.00002106282,0.0000021369938,0.000036185458,0.023386275,0.000016975477,0.000076502445,0.0027390432,0.00018959312,0.13585487],"study_design_scores_gemma":[0.0007212876,0.000005495461,0.88861984,0.0002949308,4.1551942e-7,0.000022648519,0.108619235,0.00022492338,0.000038741764,0.00017047989,0.0011663378,0.000115645846],"about_ca_topic_score_codex":0.14468886,"about_ca_topic_score_gemma":0.55943877,"teacher_disagreement_score":0.41474992,"about_ca_system_score_codex":0.0005746412,"about_ca_system_score_gemma":0.00042399508,"threshold_uncertainty_score":0.86100674},"labels":[],"label_agreement":null},{"id":"W4312036688","doi":"10.1093/geroni/igac059.2885","title":"OLDER ADULT ONLINE EXERCISE CLASSES DURING THE COVID-19 PANDEMIC: A SURVEY OF SERVICE PROVIDER PERSPECTIVESS","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Physical Activity and Health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Service provider; Pandemic; Flexibility (engineering); Service (business); Coronavirus disease 2019 (COVID-19); Class (philosophy); Medicine; Psychology; Gerontology; Medical education; Marketing; Business; Computer science; Management","score_opus":0.09874588436364479,"score_gpt":0.3862447698590283,"score_spread":0.2874988854953835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312036688","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98425686,0.000037402104,0.00015306297,0.014938774,0.000054955035,0.0003970502,0.000043585696,0.000040749168,0.00007753039],"genre_scores_gemma":[0.9935125,0.000010414686,0.000052721545,0.006144306,0.000050109353,0.000061726685,0.00007203784,0.000011682758,0.000084493746],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988688,0.00015241132,0.00034554835,0.00019311276,0.00028247546,0.00015761914],"domain_scores_gemma":[0.9989463,0.00025524676,0.00019314326,0.00017834308,0.00039319575,0.00003375555],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007089877,0.000080707796,0.00022341519,0.00021461243,0.00018485836,0.000007800959,0.00009580245,0.000024825415,0.00006388729],"category_scores_gemma":[0.0005058343,0.00006595198,0.000017489889,0.0024870457,0.000038814655,0.000112940004,0.000097519645,0.0004722743,9.181807e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047267706,0.0011945697,0.9696603,0.0010820446,0.000025857333,0.000009054435,0.015718047,0.0005551685,0.007940427,0.0018289919,0.00015998339,0.0013529097],"study_design_scores_gemma":[0.0015356301,0.000045752317,0.98955065,0.00010950018,0.000009786356,0.000021524507,0.0065351366,0.0011563114,0.00032359094,0.00042484034,0.00020062889,0.00008664308],"about_ca_topic_score_codex":0.0073044593,"about_ca_topic_score_gemma":0.0018921332,"teacher_disagreement_score":0.019890387,"about_ca_system_score_codex":0.00039952897,"about_ca_system_score_gemma":0.00039725675,"threshold_uncertainty_score":0.99930596},"labels":[],"label_agreement":null},{"id":"W4312036752","doi":"10.1093/geroni/igac059.2720","title":"THE QUALITY IN QUALITATIVE: AN EXAMINATION OF RETIREMENT INTERVIEWS","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Unpacking; Construct (python library); Qualitative research; Narrative; Context (archaeology); Sociology; Qualitative analysis; Qualitative property; Quality (philosophy); Value (mathematics); Psychology; Social psychology; Epistemology; Social science; Computer science; History; Linguistics","score_opus":0.42413125895412274,"score_gpt":0.5464783409329507,"score_spread":0.12234708197882793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312036752","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98804605,0.000031449665,0.000105896426,0.0029210735,0.00022544511,0.00032886618,0.0000022163783,0.000012557765,0.008326475],"genre_scores_gemma":[0.99946177,0.000013614493,0.00007322785,0.00012811675,0.000022307644,0.00013209292,0.000012874862,0.0000035217397,0.00015246276],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9953197,0.0029744776,0.00080613885,0.00016226967,0.0005780371,0.00015933746],"domain_scores_gemma":[0.99917954,0.0002406741,0.00028455962,0.00015896506,0.00012542993,0.0000108392205],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.023116106,0.000050647363,0.00009681718,0.00017311108,0.00033282785,0.000030593525,0.00021900648,0.00001616968,0.00010682758],"category_scores_gemma":[0.0006080681,0.000047245212,0.000016063086,0.0015566958,0.00014317805,0.00018488143,0.00007109038,0.00012514698,7.672301e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012691598,0.00020834591,0.076024316,0.00002944385,0.000003044943,2.0271239e-7,0.5388122,0.000062456464,0.0004785991,0.32275274,0.0000583554,0.06155759],"study_design_scores_gemma":[0.00034685695,0.000061233535,0.31379554,0.000032173444,0.0000012224647,2.6013222e-8,0.65228736,0.00013197832,0.00024245006,0.024124691,0.00886598,0.00011047791],"about_ca_topic_score_codex":0.004332302,"about_ca_topic_score_gemma":0.008056386,"teacher_disagreement_score":0.29862803,"about_ca_system_score_codex":0.0005776136,"about_ca_system_score_gemma":0.000065837696,"threshold_uncertainty_score":0.8011627},"labels":[],"label_agreement":null},{"id":"W4312036754","doi":"10.1093/geroni/igac059.2255","title":"EARLY LIFE ADVERSITY, ALLOSTATIC LOAD, AND COGNITIVE FUNCTION AMONG MIDDLE-AGED AND OLDER ADULTS","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Birth, Development, and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Toronto Metropolitan University","funders":"","keywords":"Allostatic load; Cognition; Psychology; Episodic memory; Biopsychosocial model; Neuropsychology; Clinical psychology; Effects of sleep deprivation on cognitive performance; Gerontology; Developmental psychology; Medicine; Psychiatry","score_opus":0.023971811636663152,"score_gpt":0.26266434906159386,"score_spread":0.2386925374249307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312036754","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9972098,0.00014911621,0.00042139686,0.00077446195,0.00012349071,0.00038654055,0.0000041002836,0.000034005257,0.0008971287],"genre_scores_gemma":[0.99638546,0.00014886617,0.00015394227,0.0031089575,0.000034653698,0.000029503839,0.000052581425,0.000010137974,0.000075922195],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990988,0.00004453398,0.0002710347,0.00020500727,0.00023479163,0.00014586656],"domain_scores_gemma":[0.9995966,0.000051610125,0.00011694828,0.00004881051,0.00013740477,0.000048631944],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048224605,0.00007904141,0.00012902525,0.0003420203,0.00020142384,0.000016142889,0.000018133642,0.000030746392,0.00007300915],"category_scores_gemma":[0.000106970234,0.00008844297,0.0000067606566,0.00069775595,0.000040728533,0.00013822982,0.000061154366,0.00028676665,0.000002032202],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002718574,0.000053924337,0.97464204,0.00025440528,0.00003115985,0.000018092682,0.016967744,8.973702e-7,0.00014073892,0.0015801664,0.00018116094,0.0058578113],"study_design_scores_gemma":[0.0033887776,0.00010333007,0.9874054,0.00031796418,0.000023285154,0.000010244006,0.0077078044,0.0001636681,0.000025802427,0.0007253453,0.000038703885,0.00008963845],"about_ca_topic_score_codex":0.00025463384,"about_ca_topic_score_gemma":0.000063581785,"teacher_disagreement_score":0.012763394,"about_ca_system_score_codex":0.000091319715,"about_ca_system_score_gemma":0.00015188665,"threshold_uncertainty_score":0.36065996},"labels":[],"label_agreement":null},{"id":"W4312036757","doi":"10.1093/geroni/igac059.2732","title":"A PSYCHOMETRICALLY ROBUST LONGITUDINAL RESEARCH MEASURE OF FRAILTY: FIVE DIMENSIONS ACROSS AGE AND TIME","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Longitudinal study; Construct (python library); Psychology; Measure (data warehouse); Longitudinal data; Exploratory factor analysis; Gerontology; Clinical psychology; Psychometrics; Medicine; Statistics; Computer science; Mathematics; Data mining","score_opus":0.14325675396558551,"score_gpt":0.4020679494937932,"score_spread":0.2588111955282077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312036757","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9930209,0.00019652462,0.0003128019,0.003979994,0.00010108697,0.0003767479,0.00002366666,0.000034817822,0.0019534398],"genre_scores_gemma":[0.9961044,0.0000067504748,0.0017660223,0.0002415144,0.000045102275,0.000055106444,0.000045888515,0.00001900776,0.0017161979],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99787116,0.00012967976,0.0004958995,0.0003124823,0.0008822995,0.00030847974],"domain_scores_gemma":[0.998637,0.0003216182,0.000113122514,0.00028395865,0.0006013615,0.000042911463],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002293999,0.00009442329,0.00023798985,0.0012975037,0.00022588822,0.000022237547,0.00011578639,0.00004996327,0.0001873979],"category_scores_gemma":[0.0015759958,0.0000991542,0.000021782756,0.0077125314,0.00014970794,0.00009087536,0.00025732268,0.00077479845,0.000008875956],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00085657253,0.0015124985,0.67734903,0.0004981486,0.00023815359,0.0011295582,0.027719252,0.0024615035,0.17542347,0.0067666625,0.03935275,0.06669243],"study_design_scores_gemma":[0.004629901,0.00060656277,0.97946405,0.0005132347,0.000018014332,0.00019012936,0.0034604508,0.0030690057,0.0011476408,0.0016459866,0.0049882727,0.00026672904],"about_ca_topic_score_codex":0.00016686355,"about_ca_topic_score_gemma":0.000014486923,"teacher_disagreement_score":0.30211505,"about_ca_system_score_codex":0.00019367092,"about_ca_system_score_gemma":0.00009410488,"threshold_uncertainty_score":0.40433908},"labels":[],"label_agreement":null},{"id":"W4312036768","doi":"10.1093/geroni/igac059.2770","title":"MACHINE LEARNING TO PREDICT HOMEBOUND STATUS IN OLDER ADULTS USING CANADIAN LONGITUDINAL STUDY ON AGING DATASET","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Rehabilitation Institute","funders":"","keywords":"Categorical variable; Gerontology; Random forest; Missing data; Medicine; Cohort; Imputation (statistics); Classifier (UML); Population; Machine learning; Artificial intelligence; Computer science; Environmental health","score_opus":0.06958576020290046,"score_gpt":0.39052320162437,"score_spread":0.3209374414214695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312036768","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99544555,0.00003425702,0.000027320202,0.0027782153,0.00042123784,0.0005589293,0.00020233146,0.000025040019,0.0005070966],"genre_scores_gemma":[0.9969981,0.000003112223,0.00006332757,0.0024411434,0.00008286698,0.000050199214,0.00028983006,0.000012477593,0.000058958532],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99786156,0.00032241747,0.00043199322,0.00028381034,0.00044825283,0.00065197644],"domain_scores_gemma":[0.9994916,0.00011700939,0.00009632914,0.00012167579,0.00005131411,0.00012209892],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022851632,0.00009628178,0.00014659415,0.0012016097,0.0010730155,0.000114773386,0.00016883585,0.000023580686,0.0002374196],"category_scores_gemma":[0.0003926704,0.000118252996,0.000008789185,0.0028526108,0.000021730331,0.00021146034,0.00009038795,0.00046890744,0.0000035532585],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011428394,0.000049368016,0.95289254,0.000014665396,0.000002702665,0.000041448737,0.039499804,0.0044185035,4.852501e-7,0.001147214,0.00023215491,0.0016896939],"study_design_scores_gemma":[0.0006109277,0.00003549638,0.8969903,0.00009678991,0.0000017097285,6.167651e-7,0.07327147,0.0015537362,4.568842e-7,0.000036728656,0.027263513,0.0001382302],"about_ca_topic_score_codex":0.8682433,"about_ca_topic_score_gemma":0.8214197,"teacher_disagreement_score":0.0559022,"about_ca_system_score_codex":0.0016454932,"about_ca_system_score_gemma":0.000634656,"threshold_uncertainty_score":0.8252876},"labels":[],"label_agreement":null},{"id":"W4312036792","doi":"10.1093/geroni/igac059.2680","title":"BRAIN ACTIVITY DURING DUAL-TASK STANDING IN OLDER ADULTS WITH MILD COGNITIVE IMPAIRMENT","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Balance (ability); Electroencephalography; Alpha (finance); Dementia; Audiology; Cognition; Montreal Cognitive Assessment; Psychology; Physical medicine and rehabilitation; Brain activity and meditation; Cognitive impairment; Medicine; Developmental psychology; Neuroscience; Internal medicine; Disease; Psychometrics","score_opus":0.021914650768410638,"score_gpt":0.34548050959064647,"score_spread":0.3235658588222358,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312036792","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99589753,0.000020461188,0.0004868658,0.0012809262,0.00026522158,0.0010865136,0.000025891162,0.00006616461,0.00087042083],"genre_scores_gemma":[0.9981359,0.0000046793884,0.000066960274,0.0006288847,0.00007572913,0.0006318713,0.00008214943,0.000022298576,0.00035150023],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980402,0.00044360664,0.0005141348,0.00030953228,0.00029344758,0.00039908022],"domain_scores_gemma":[0.9992153,0.00020491549,0.0003384031,0.000115342904,0.00010358823,0.000022425545],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013990919,0.00012575842,0.00017808641,0.0006297047,0.0005578065,0.000009926563,0.000061650506,0.000055683955,0.00007245663],"category_scores_gemma":[0.00006759827,0.00013240898,0.000015827796,0.00189872,0.000019846904,0.00027070928,0.00012959182,0.0008868969,0.0000070722917],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010294659,0.0008218696,0.9316314,0.00057877245,0.000025090689,0.000058713096,0.049556397,0.000055431974,0.012377226,0.0010655686,0.00043265062,0.002367404],"study_design_scores_gemma":[0.0062930705,0.00005108281,0.9669975,0.0014705401,0.0000028324569,0.0000028732404,0.024313202,0.00040181042,0.00006368874,0.00017861351,0.00006220453,0.0001625798],"about_ca_topic_score_codex":0.00032191313,"about_ca_topic_score_gemma":0.00039744205,"teacher_disagreement_score":0.035366092,"about_ca_system_score_codex":0.0007254299,"about_ca_system_score_gemma":0.00013267985,"threshold_uncertainty_score":0.53994817},"labels":[],"label_agreement":null},{"id":"W4312036796","doi":"10.1093/geroni/igac059.2723","title":"A CLINICAL TRIAL USING METHYLATION AGE TO EVALUATE CURRENT ANTIAGING PRACTICES","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Epigenetics and DNA Methylation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Successful aging; Gerontology; Healthy aging; Psychological intervention; Interview; Test (biology); Clinical trial; Psychology; Medicine; Biology; Internal medicine; Psychiatry; Political science","score_opus":0.19401514241955084,"score_gpt":0.48993838709974125,"score_spread":0.2959232446801904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312036796","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9729066,0.00043610195,0.024624279,0.00022389017,0.0011649738,0.00041911192,0.000003435426,0.000010434378,0.00021116555],"genre_scores_gemma":[0.9952279,0.00003731495,0.0038502354,0.00019111356,0.0004574979,0.000054155353,0.00013402,0.000016787564,0.000031001582],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980931,0.00041224598,0.0006995199,0.00035622407,0.00027153175,0.00016737127],"domain_scores_gemma":[0.9990121,0.00004776607,0.0005641795,0.00021015177,0.00014017487,0.000025642461],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003790087,0.00009573287,0.00012372374,0.00032003358,0.00016071888,0.000046501675,0.00012318711,0.000042285228,0.000021299968],"category_scores_gemma":[0.0010369748,0.00011289816,0.00003880442,0.0009555258,0.000014913797,0.00001128617,0.0001961629,0.00021761368,0.000001886837],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017028948,0.00024276852,0.046998646,0.000016803711,0.00003563692,0.0000054905504,0.0004587029,0.031450864,0.7947584,0.00043663403,0.00010306567,0.1237901],"study_design_scores_gemma":[0.06778554,0.0030576927,0.08009693,0.00018541326,0.00020555961,0.000013493124,0.0017628659,0.07066035,0.25963062,0.0073996135,0.5068568,0.0023451538],"about_ca_topic_score_codex":0.000036124995,"about_ca_topic_score_gemma":0.000012225784,"teacher_disagreement_score":0.53512776,"about_ca_system_score_codex":0.00005581233,"about_ca_system_score_gemma":0.000121144156,"threshold_uncertainty_score":0.46038535},"labels":[],"label_agreement":null},{"id":"W4312036799","doi":"10.1093/geroni/igac059.2997","title":"SEX DIFFERENCES AND LONGITUDINAL QUANTILES OF FRAILTY TRAJECTORIES WITH MISSING DATA DUE TO DEATH","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Percentile; Quantile; Gee; Medicine; Demography; Generalized estimating equation; Frailty Index; Health and Retirement Study; Ageing; Gerontology; Cardiovascular health; Disease; Statistics; Internal medicine; Mathematics","score_opus":0.11084883433076032,"score_gpt":0.3429047431277999,"score_spread":0.23205590879703958,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312036799","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9934027,0.0000757153,0.0035975438,0.002384683,0.00007289839,0.00017794991,0.00003137052,0.000027182781,0.00022996585],"genre_scores_gemma":[0.9948124,0.0000016890751,0.0047572483,0.00018110714,0.00003891968,0.00001399248,0.0000705571,0.000010746369,0.000113303286],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989698,0.000030213998,0.0003142794,0.00026012622,0.00029646882,0.00012913991],"domain_scores_gemma":[0.9993963,0.00009962639,0.00010491924,0.00028832743,0.00008691654,0.000023884262],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034607793,0.000090046255,0.00021869279,0.0003388777,0.000091968184,0.000021002958,0.00012771993,0.000016607573,0.000045386263],"category_scores_gemma":[0.00018735592,0.00008004805,0.0000049519,0.0010557852,0.00004653159,0.00013672306,0.00016700938,0.00017296779,2.7002665e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006815315,0.000053622865,0.97823936,0.00010416449,0.00002185514,0.000038926566,0.0029175554,0.000036552192,0.0049041975,0.0011324511,0.0001423902,0.012340783],"study_design_scores_gemma":[0.0006725945,0.00017164188,0.9930714,0.00025987608,0.000014908674,0.00011607918,0.0022682473,0.0010402038,0.0017109655,0.00024414642,0.00032518146,0.000104804865],"about_ca_topic_score_codex":0.00038664925,"about_ca_topic_score_gemma":0.00006727557,"teacher_disagreement_score":0.014832002,"about_ca_system_score_codex":0.000043170105,"about_ca_system_score_gemma":0.00008491102,"threshold_uncertainty_score":0.32642648},"labels":[],"label_agreement":null},{"id":"W4312036812","doi":"10.1093/geroni/igac059.2701","title":"UNCOVERING THE POSITIVE ASPECTS OF CAREGIVING: A PROFILE OF CAREGIVERS’ DEMOGRAPHIC AND CARE CONTEXTS","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Psychology; Variance (accounting); Explained variation; Sample (material); Developmental psychology; Clinical psychology","score_opus":0.009455013954219086,"score_gpt":0.26055059315643697,"score_spread":0.25109557920221787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312036812","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9857742,0.00033573157,0.0001667604,0.00040031175,0.00021660392,0.00018812474,0.000026320531,0.0000078657,0.012884066],"genre_scores_gemma":[0.99976104,0.000009054648,0.000043953685,0.00006360917,0.000027871254,0.00002337121,0.000014352801,0.0000052110645,0.00005151322],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.999127,0.00012126287,0.00022738558,0.000114573595,0.00030229436,0.00010752038],"domain_scores_gemma":[0.9992949,0.00010395984,0.00018329502,0.00007056145,0.0003388406,0.0000084554185],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050145376,0.000051936022,0.00009285027,0.00024915015,0.00036257657,0.000018027158,0.00012267017,0.000019323057,0.000019703213],"category_scores_gemma":[0.00009182856,0.00005148329,0.00002334316,0.0011815896,0.00012141899,0.00009033485,0.00008779472,0.00011838904,5.1539878e-8],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009185901,0.000012724499,0.087687895,0.0000341067,0.000019019299,0.000003053288,0.22110547,0.0018746342,0.003595425,0.6830368,0.000038444334,0.0025832574],"study_design_scores_gemma":[0.00064312195,0.000110508896,0.107246794,0.00024784496,0.000017711593,0.000003424649,0.87661886,0.0010702787,0.0022679828,0.00979635,0.0017044609,0.00027263354],"about_ca_topic_score_codex":0.0029479438,"about_ca_topic_score_gemma":0.0023119196,"teacher_disagreement_score":0.6732404,"about_ca_system_score_codex":0.00014184361,"about_ca_system_score_gemma":0.00016143497,"threshold_uncertainty_score":0.4456429},"labels":[],"label_agreement":null},{"id":"W4312036819","doi":"10.1093/geroni/igac059.2821","title":"CAREGIVER USABILITY TESTING OF WEB-BASED AND VIRTUAL REALITY REMINISCENCE THERAPY FOR PERSONS WITH DEMENTIA","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Usability; Reminiscence; System usability scale; Psychology; Web usability; Computer science; Human–computer interaction","score_opus":0.051442722118284184,"score_gpt":0.3424998875197749,"score_spread":0.29105716540149074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312036819","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99542344,0.000025034085,0.0023963596,0.0008866568,0.000017353921,0.0005212343,0.000016631664,0.000015177674,0.00069814554],"genre_scores_gemma":[0.9982704,0.0000010680094,0.0012250721,0.00027103763,0.000011519606,0.00014434136,0.00003120212,0.0000066024136,0.00003873589],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99912226,0.000058969574,0.0002231663,0.00018739878,0.0002737453,0.00013444736],"domain_scores_gemma":[0.9993206,0.00017710292,0.0000966255,0.000097796714,0.00029142768,0.000016444348],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011314217,0.00005913485,0.000108748565,0.000196543,0.000114683644,0.00000917119,0.000039877992,0.000011486845,0.00006882704],"category_scores_gemma":[0.00018534015,0.000053312036,0.00001147968,0.0009017251,0.00008930567,0.000050853167,0.000030425363,0.00011977438,6.119701e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003098893,0.00013842364,0.9536128,0.000070653376,0.00002004764,0.0000030594097,0.00057899003,0.000029471752,0.026997592,0.00023809155,0.00006488103,0.017936079],"study_design_scores_gemma":[0.0054515055,0.0013552718,0.9701929,0.00011086426,0.00002184516,0.0000066652733,0.0040311376,0.005456647,0.012368087,0.00008329712,0.00082418055,0.00009758379],"about_ca_topic_score_codex":0.000071089846,"about_ca_topic_score_gemma":0.000006812637,"teacher_disagreement_score":0.017838495,"about_ca_system_score_codex":0.00005773083,"about_ca_system_score_gemma":0.00021912855,"threshold_uncertainty_score":0.21740018},"labels":[],"label_agreement":null},{"id":"W4312036827","doi":"10.1093/geroni/igac059.2953","title":"NEW EVIDENCE OF HEALTHIER AGING. POSITIVE COHORT EFFECT ON COGNITIVE DECLINE","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Cohort; Cognition; Quartile; Quantile; Cognitive decline; Verbal fluency test; Longitudinal study; Cognitive test; Cohort study; Quantile regression; Population; Cohort effect; Gerontology; Psychology; Cognitive skill; Demography; Medicine; Neuropsychology; Dementia; Disease; Statistics; Psychiatry; Internal medicine; Confidence interval; Environmental health","score_opus":0.06034834938845061,"score_gpt":0.445434677381067,"score_spread":0.3850863279926164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312036827","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98299885,0.00046061416,0.002866099,0.0043809884,0.0005002613,0.00045847468,0.000008073635,0.000039603958,0.008287025],"genre_scores_gemma":[0.9957474,0.0000020085272,0.00009568188,0.0020170563,0.00007889239,0.000119330834,0.000032224278,0.000014990077,0.0018924413],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99785495,0.0006820524,0.0004557,0.00035060322,0.00035557925,0.00030114525],"domain_scores_gemma":[0.9978911,0.0015027204,0.00020757018,0.0001945911,0.0001735275,0.00003049071],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002787159,0.00011072725,0.00023156108,0.0006856629,0.00014701464,0.000009516462,0.00017553187,0.000050438302,0.0007690586],"category_scores_gemma":[0.0004624019,0.000117948,0.000024145142,0.0017537868,0.00006736674,0.00007055555,0.00012960286,0.0006928193,0.00004630761],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008453252,0.00010731597,0.91550946,0.0000457974,0.000075006465,0.00006771921,0.006868528,0.000052300707,0.00027642548,0.009709342,0.002301412,0.06414139],"study_design_scores_gemma":[0.0021870898,0.0015385202,0.989852,0.0006036524,0.000019260502,0.000046165063,0.002096792,0.00013230456,0.0019683116,0.00100436,0.0003240399,0.00022750864],"about_ca_topic_score_codex":0.0012972802,"about_ca_topic_score_gemma":0.000029501864,"teacher_disagreement_score":0.07434256,"about_ca_system_score_codex":0.00014964552,"about_ca_system_score_gemma":0.00012848548,"threshold_uncertainty_score":0.8420652},"labels":[],"label_agreement":null},{"id":"W4312036828","doi":"10.1093/geroni/igac059.3089","title":"THE ASSOCIATION BETWEEN FRAILTY AND PERCEIVED FATIGABILITY IN THE LONG LIFE FAMILY STUDY","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Confidence interval; Physical activity; Gerontology; Internal medicine; Physical therapy; Demography","score_opus":0.05325050672724855,"score_gpt":0.329471341091434,"score_spread":0.27622083436418543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312036828","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9847578,0.00004296505,0.00004685093,0.0135497525,0.00011958314,0.0009056304,0.000004849847,0.000026917329,0.0005456418],"genre_scores_gemma":[0.9981955,0.0000032033865,0.000028594412,0.0013681405,0.000082953266,0.00015903208,0.000027665648,0.000009066712,0.00012581465],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99803936,0.0004391205,0.0005448955,0.00021201794,0.0005780059,0.00018662338],"domain_scores_gemma":[0.99855125,0.000863832,0.00017986119,0.0002615941,0.00012795762,0.000015489615],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0041749263,0.00008866734,0.00015810262,0.00019296525,0.00031078362,0.00005588063,0.00014668923,0.00003230028,0.000012502328],"category_scores_gemma":[0.001875346,0.00006379588,0.00001456247,0.0016403713,0.000033098004,0.00009756014,0.0000983771,0.00063288026,0.0000016962708],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012892983,0.00009152787,0.9783396,0.000010175821,0.000019772295,0.000004325522,0.015028775,0.000034619738,0.00017661953,0.00009110757,0.0002739036,0.005916648],"study_design_scores_gemma":[0.0012475926,0.00008005225,0.9749101,0.000018694469,0.0000135099335,0.0000013320192,0.022570025,0.00022170434,0.0000063603884,0.00033918335,0.00052897556,0.00006250545],"about_ca_topic_score_codex":0.0004385668,"about_ca_topic_score_gemma":0.00021771411,"teacher_disagreement_score":0.013437721,"about_ca_system_score_codex":0.0004451865,"about_ca_system_score_gemma":0.00008244002,"threshold_uncertainty_score":0.2749585},"labels":[],"label_agreement":null},{"id":"W4312036839","doi":"10.1093/geroni/igac059.2254","title":"COHORT SHIFTS IN POPULATION COGNITIVE AGING","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Cognitive Abilities and Testing","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Cohort; Cognition; Cohort effect; Population; Psychology; Cognitive test; Cognitive skill; Cognitive aging; Cognitive decline; Cohort study; Gerontology; Developmental psychology; Demography; Dementia; Medicine; Disease; Psychiatry","score_opus":0.04418732948417676,"score_gpt":0.34682691076937544,"score_spread":0.3026395812851987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312036839","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9788278,0.000048210477,0.0003385389,0.00044363277,0.00044262948,0.0002987431,0.000009173933,0.00005684599,0.01953444],"genre_scores_gemma":[0.998356,3.636251e-7,0.000055575045,0.00091139623,0.00006725185,0.00024347537,0.0001551908,0.000016815073,0.00019396246],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986219,0.00018080957,0.0004933446,0.00029091677,0.00017437639,0.00023869553],"domain_scores_gemma":[0.9993098,0.00034549233,0.00015096551,0.00009249361,0.00009153887,0.0000097438415],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011723252,0.000088930945,0.00012277796,0.0007607803,0.00013452272,0.000021600206,0.000067813446,0.00002501159,0.0012169752],"category_scores_gemma":[0.00033342623,0.000117271826,0.000015095722,0.0022850658,0.000019440016,0.00012666063,0.000090198046,0.00036439378,0.000013333542],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013926855,0.00005559597,0.94954336,0.0000065242275,0.0000069573657,0.000026647098,0.0043878527,0.00009783405,0.00004840263,0.014115816,0.000033420005,0.031663645],"study_design_scores_gemma":[0.00066792715,0.00001841143,0.98498225,0.000057711786,0.0000031503616,0.000005788568,0.0077738664,0.0003698766,0.00001034601,0.0057577435,0.00022272329,0.00013020993],"about_ca_topic_score_codex":0.0019175216,"about_ca_topic_score_gemma":0.0001356323,"teacher_disagreement_score":0.035438865,"about_ca_system_score_codex":0.00021180364,"about_ca_system_score_gemma":0.000019592944,"threshold_uncertainty_score":0.9996961},"labels":[],"label_agreement":null},{"id":"W4312036865","doi":"10.1093/geroni/igac059.2784","title":"THE WHATMATTERS APP: CO-DESIGNING PERSON-CENTERED CARE FOR PEOPLE WITH DEMENTIA IN CARE SETTINGS","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Emily Carr University of Art and Design; University of British Columbia","funders":"","keywords":"Dementia; Thematic analysis; Psychosocial; Nursing; Psychology; Unit (ring theory); Medicine; Qualitative research; Psychiatry","score_opus":0.019611086586828277,"score_gpt":0.28324316200396177,"score_spread":0.2636320754171335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312036865","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9848377,0.00031315337,0.0012501377,0.0114667155,0.00021173169,0.0009081882,0.000010951566,0.00016397664,0.0008374539],"genre_scores_gemma":[0.9980505,0.0000032340245,0.0009091279,0.0005091308,0.00002432022,0.00040999535,0.000042868873,0.000014968909,0.000035850375],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9988614,0.000105343366,0.00022725051,0.00022314362,0.00026243494,0.00032045954],"domain_scores_gemma":[0.9994393,0.00012632008,0.00015716137,0.00012106558,0.00014602154,0.000010138911],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007233983,0.00008196568,0.00010114247,0.00031229874,0.0012255171,0.000091773785,0.0002851405,0.000035434532,0.000012103773],"category_scores_gemma":[0.000100435485,0.00007897921,0.00001488827,0.0016683489,0.000081149854,0.00018426563,0.000046792295,0.00023033957,8.9238563e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023409943,0.000011936716,0.4607436,0.00005506473,0.0000138600035,0.0000034378054,0.52501136,0.00020969482,0.00035645062,0.003285308,0.0010469753,0.0092389155],"study_design_scores_gemma":[0.00088708394,0.000028458804,0.014092627,0.00008505985,0.000005645365,9.155637e-7,0.9642561,0.00007838027,0.00038855118,0.00011715868,0.019925632,0.00013435102],"about_ca_topic_score_codex":0.0009277642,"about_ca_topic_score_gemma":0.009619297,"teacher_disagreement_score":0.44665098,"about_ca_system_score_codex":0.00045330805,"about_ca_system_score_gemma":0.00013606832,"threshold_uncertainty_score":0.9425811},"labels":[],"label_agreement":null},{"id":"W4312036880","doi":"10.1093/geroni/igac059.2591","title":"THE ASSOCIATION BETWEEN ACCESS TO MEDICAL CARE AND RESIDENT OUTCOMES IN NURSING HOMES","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Polypharmacy; Minimum Data Set; Logistic regression; Family medicine; Test (biology); Population; Nursing; Gerontology; Nursing homes; Environmental health","score_opus":0.045732384805662024,"score_gpt":0.45458117797174014,"score_spread":0.40884879316607814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312036880","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9547117,0.00019672576,0.000049068498,0.04196675,0.0010896969,0.00039588322,0.000006429723,0.00003269873,0.0015510599],"genre_scores_gemma":[0.99845564,0.000016376365,0.00003188264,0.0008618567,0.00014371368,0.00014324558,0.000027489143,0.000010350267,0.0003094559],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99801564,0.00039294662,0.000594672,0.0001681306,0.0005330155,0.0002955925],"domain_scores_gemma":[0.99845,0.001063604,0.00020561347,0.00011538434,0.00012928636,0.000036124344],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021865221,0.0000710482,0.0001692199,0.00052392425,0.0008204762,0.00004181409,0.00018629261,0.00006922582,0.00006386964],"category_scores_gemma":[0.0013263974,0.000061631144,0.000012399403,0.0017289239,0.000012865333,0.00011368667,0.0001827641,0.00061027904,0.0000030977008],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008637829,0.0000060556495,0.9360598,0.000017996079,0.0000041483445,0.000001676434,0.02753983,0.00001250503,0.0000041572393,0.00093973277,0.0041476823,0.03125782],"study_design_scores_gemma":[0.00046151946,0.000015628922,0.95025826,0.00016171348,0.000004056193,2.0714926e-7,0.041926548,0.0000087883,0.0000067002584,0.00138853,0.005698282,0.000069797185],"about_ca_topic_score_codex":0.00070062623,"about_ca_topic_score_gemma":0.00074135297,"teacher_disagreement_score":0.043743942,"about_ca_system_score_codex":0.0014317633,"about_ca_system_score_gemma":0.0002536239,"threshold_uncertainty_score":0.63105226},"labels":[],"label_agreement":null},{"id":"W4312036881","doi":"10.1093/geroni/igac059.2608","title":"OLDER ADULT PERSPECTIVES ABOUT ONLINE EXERCISE CLASSES DURING THE COVID-19 PANDEMIC AT MULTIPLE TIME POINTS","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Physical Activity and Health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Psychology; Gerontology; Social media; Medicine; Medical education; Computer science; World Wide Web","score_opus":0.04469721046598202,"score_gpt":0.34916064197518826,"score_spread":0.30446343150920624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312036881","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9845546,0.00008681614,0.000073197,0.014513205,0.000059594564,0.0003703959,0.000028133538,0.00009831671,0.00021572998],"genre_scores_gemma":[0.99477273,0.00003368325,0.00009508399,0.004015583,0.00013713838,0.000071793795,0.0000710494,0.000015928495,0.00078703236],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998873,0.00007844285,0.00030168105,0.00024679012,0.00028351054,0.00021660943],"domain_scores_gemma":[0.999286,0.00022264014,0.00014139427,0.00018567307,0.000114497045,0.00004980939],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003468056,0.00010034564,0.0002061164,0.00024137339,0.0004494138,0.000011943421,0.000088808185,0.000028848057,0.0002989003],"category_scores_gemma":[0.00048744067,0.0000836715,0.000031918487,0.0010992846,0.00006373399,0.0001168082,0.00018307977,0.0005005266,0.000017783816],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008713633,0.0020798293,0.8854633,0.00055651565,0.0000498661,0.00005568628,0.039469425,0.0007172846,0.062196918,0.0026382126,0.0018780996,0.004023521],"study_design_scores_gemma":[0.0060685603,0.00012176426,0.9634657,0.00027077465,0.000029147539,0.00013619826,0.014914053,0.0069547174,0.0012924,0.0016163532,0.004806055,0.00032426263],"about_ca_topic_score_codex":0.0002357149,"about_ca_topic_score_gemma":0.00010705869,"teacher_disagreement_score":0.07800244,"about_ca_system_score_codex":0.0011466356,"about_ca_system_score_gemma":0.0001589345,"threshold_uncertainty_score":0.34565732},"labels":[],"label_agreement":null},{"id":"W4312036920","doi":"10.1093/geroni/igac059.2359","title":"EXAMINATION OF THE HEALTHY CAREGIVER EFFECT AMONG OLDER ADULTS FINDING FROM THE CANADIAN LONGITUDINAL STUDY ON AGING","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University; MacEwan University","funders":"","keywords":"Gerontology; Healthy aging; Longitudinal study; Health and Retirement Study; Medicine; Psychology; Healthy ageing; Ageing","score_opus":0.025998413510096074,"score_gpt":0.31049063512805236,"score_spread":0.2844922216179563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312036920","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99507046,0.000013702494,0.000037418744,0.0016549064,0.000913696,0.00050897704,0.0000128822785,0.000009753625,0.0017782063],"genre_scores_gemma":[0.99923414,5.4044074e-7,0.00000456622,0.0004417781,0.00013284752,0.000078299716,0.000021053127,0.000008219951,0.00007855451],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980724,0.0006719477,0.00027562206,0.0001931322,0.0005948588,0.00019203038],"domain_scores_gemma":[0.9991869,0.0003030118,0.00019072498,0.00014949465,0.00015172758,0.000018138988],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002391203,0.00007676127,0.000086337546,0.0002494724,0.0017686028,0.0000740077,0.00029090565,0.000026296497,0.00004982804],"category_scores_gemma":[0.00020473202,0.00006109994,0.00002767285,0.001482445,0.000059245627,0.00011207303,0.000069110814,0.00029958595,6.726419e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004349737,0.000021057778,0.8979592,0.0000029058178,0.000008336222,0.000002105732,0.08636482,0.001386833,0.000014424481,0.012298972,0.000088562636,0.0018484787],"study_design_scores_gemma":[0.00025834574,0.000032101856,0.9556999,0.00007367422,0.000003955189,1.1496774e-7,0.04242986,0.0012185982,0.00001497987,0.00008501719,0.00011742728,0.00006600159],"about_ca_topic_score_codex":0.39306536,"about_ca_topic_score_gemma":0.72180074,"teacher_disagreement_score":0.32873538,"about_ca_system_score_codex":0.00097297644,"about_ca_system_score_gemma":0.00024183396,"threshold_uncertainty_score":0.999531},"labels":[],"label_agreement":null},{"id":"W4312036934","doi":"10.1093/geroni/igac059.2252","title":"COGNITIVE RESERVE, PHYSICAL HEALTH, AND COGNITIVE FUNCTIONING IN OLDER ADULTS","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Cognition; Mediation; Executive functions; Test (biology); Psychology; Physical health; Verbal fluency test; Cognitive reserve; Clinical psychology; Effects of sleep deprivation on cognitive performance; Cognitive test; Mental health; Cognitive impairment; Psychiatry; Neuropsychology","score_opus":0.027990028481966536,"score_gpt":0.3591459593798093,"score_spread":0.3311559308978428,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312036934","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9931879,0.00020987097,0.00027411513,0.0026773082,0.000051946834,0.0007134614,0.000007871476,0.000025164136,0.0028523542],"genre_scores_gemma":[0.9968602,0.000007968869,0.000020715182,0.002192908,0.000055502325,0.00031908916,0.00016900693,0.000013342847,0.00036123878],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985737,0.00015780261,0.00032137512,0.00029064383,0.0003829346,0.00027353427],"domain_scores_gemma":[0.9993742,0.00018542583,0.000091486596,0.000049277347,0.00025274648,0.000046877893],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007446516,0.00009113773,0.00017365912,0.0007911657,0.00017324244,0.000021664977,0.00002863922,0.00001649414,0.00022353852],"category_scores_gemma":[0.000368866,0.000099898665,0.000015785776,0.0020442258,0.000053383617,0.00014265139,0.000114415176,0.0005096536,0.000005387912],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00067664246,0.00045112247,0.89259523,0.00011776801,0.00002113463,0.000059842674,0.008352128,0.0000019067966,0.00011628394,0.00023380794,0.000107957,0.097266175],"study_design_scores_gemma":[0.0071904785,0.00051661645,0.9512144,0.00082767307,0.00000917405,0.000025699324,0.038203385,0.0012512169,0.00032710758,0.0001817269,0.00014187659,0.00011066031],"about_ca_topic_score_codex":0.0006664402,"about_ca_topic_score_gemma":0.00010252835,"teacher_disagreement_score":0.09715552,"about_ca_system_score_codex":0.0001620098,"about_ca_system_score_gemma":0.00026793696,"threshold_uncertainty_score":0.40737495},"labels":[],"label_agreement":null},{"id":"W4312038701","doi":"10.1093/geroni/igac059.2772","title":"COMMUNITY-DWELLING OLDER ADULTS’ PERCEPTIONS OF SMART HOME SURVEILLANCE: AN INTEGRATIVE REVIEW","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Victoria; University of Waterloo; University of Toronto; Toronto Rehabilitation Institute","funders":"","keywords":"Internet privacy; Perception; Data collection; Aging in place; Home automation; Psychology; Applied psychology; Gerontology; Medicine; Computer science","score_opus":0.025450111499137732,"score_gpt":0.3328960256971672,"score_spread":0.30744591419802947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312038701","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99282414,0.00049596437,0.0005411144,0.0037447999,0.00021605624,0.0004135547,0.000016559648,0.00015886239,0.0015889235],"genre_scores_gemma":[0.9981971,0.000395518,0.00042391493,0.0006754208,0.000023824778,0.0001039768,0.00006468268,0.0000109536395,0.00010461351],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9976911,0.0011021739,0.00053135055,0.00016377098,0.00031037495,0.0002012635],"domain_scores_gemma":[0.9989502,0.00015069343,0.0002637329,0.0002975912,0.00032003273,0.000017763714],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033495033,0.000092092465,0.0002152945,0.00050434325,0.00081913057,0.000014847192,0.00044801214,0.000051235824,0.00033456425],"category_scores_gemma":[0.00043346157,0.00010312237,0.000027339105,0.0037605928,0.00021877259,0.00025189857,0.00012408763,0.0008178514,0.0000043998934],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019097466,0.00044623873,0.5342544,0.0003567025,0.00002194879,0.0000041765966,0.3615992,0.00010028776,0.0004100123,0.053386156,0.0017130619,0.04768873],"study_design_scores_gemma":[0.0012264499,0.00018094011,0.37708518,0.003917295,0.000012673982,0.0000069762277,0.59528637,0.00031645066,0.00014394449,0.007895347,0.013323406,0.00060494617],"about_ca_topic_score_codex":0.0034955936,"about_ca_topic_score_gemma":0.0058190706,"teacher_disagreement_score":0.23368719,"about_ca_system_score_codex":0.00022078617,"about_ca_system_score_gemma":0.00012129529,"threshold_uncertainty_score":0.6300173},"labels":[],"label_agreement":null},{"id":"W4312038904","doi":"10.1093/geroni/igac059.2805","title":"IMPLEMENTING VISUAL VIDEOS AND IMAGES WITH PEOPLE WITH DEMENTIA IN CARE SETTINGS: A SCOPING REVIEW","year":2022,"lang":"en","type":"review","venue":"Innovation in Aging","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Loneliness; Dementia; Psychology; Cognition; Isolation (microbiology); Population; Applied psychology; Social psychology; Medicine; Psychiatry","score_opus":0.3498133196441726,"score_gpt":0.6284350664884117,"score_spread":0.2786217468442391,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312038904","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00057794654,0.99553096,0.00023827614,0.00012458996,0.000035033383,0.0024272602,0.000005733459,0.000041968367,0.0010182348],"genre_scores_gemma":[0.0005622834,0.99588877,0.0019405262,0.00016067493,0.00005539837,0.0012813993,0.00005359492,0.000041397492,0.00001594707],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99490744,0.0019469995,0.0010437346,0.0005248757,0.0008164093,0.00076054136],"domain_scores_gemma":[0.9981664,0.0007430799,0.00068692287,0.00016632982,0.00018371292,0.000053563177],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011259489,0.00025145875,0.0009379723,0.0008883157,0.0005223415,0.00017842681,0.00024820352,0.00005955108,0.00021402263],"category_scores_gemma":[0.0016734892,0.00022237629,0.000033800974,0.0061108237,0.0001180626,0.0003888623,0.00028212272,0.0006110166,0.0000014827117],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000033469555,0.000020172369,0.012684845,0.109380275,0.000039753617,0.000027260072,0.009103081,0.0000011750068,9.996078e-7,0.00042070824,0.000026640864,0.86829174],"study_design_scores_gemma":[0.0003035106,0.000060616487,0.000173883,0.42749316,0.00014010516,0.0000045517513,0.00964219,0.0000051585293,0.0000028315424,0.0000151295,0.5617168,0.00044208628],"about_ca_topic_score_codex":0.00091752317,"about_ca_topic_score_gemma":0.005720117,"teacher_disagreement_score":0.86784965,"about_ca_system_score_codex":0.00049390976,"about_ca_system_score_gemma":0.0016905168,"threshold_uncertainty_score":0.9068242},"labels":[],"label_agreement":null},{"id":"W4312067918","doi":"10.1093/geroni/igac059.256","title":"BARRIERS AND FACILITATORS FOR ECONSULT: IMPROVING ACCESS TO SPECIALIST ADVICE IN LONG-TERM CARE","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Champion; Long-term care; Workflow; Nursing; Primary care; Specialist care; Medicine; Business; Family medicine; Political science; Management","score_opus":0.020311282665451104,"score_gpt":0.3012908601053021,"score_spread":0.28097957743985097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312067918","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99469703,0.000054650085,0.00043464327,0.0029622163,0.0004926237,0.0006632289,0.000013362155,0.00008143788,0.0006008319],"genre_scores_gemma":[0.9974214,4.255665e-7,0.00007152273,0.001948443,0.00018219798,0.0002976797,0.000039236325,0.000013679759,0.00002545494],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998971,0.000010598819,0.00042898074,0.00026229882,0.000100166464,0.00022697297],"domain_scores_gemma":[0.99956053,0.000026952712,0.00014555526,0.00011378796,0.00014570732,0.000007464497],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005597892,0.00008925679,0.00013987701,0.0012745846,0.00021286374,0.00015171018,0.00017144087,0.000038593214,0.000043818516],"category_scores_gemma":[0.00029945484,0.00010680892,0.000010440115,0.002029752,0.000014714535,0.00052737904,0.00026520048,0.00015645364,0.0000019335366],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013077423,0.0000037462964,0.89570963,0.0005434951,0.000002098261,0.000007607972,0.00058249105,0.00006884732,0.00010768023,0.013431687,0.00020746357,0.089322165],"study_design_scores_gemma":[0.0018349815,0.000025813482,0.87018675,0.0001973887,0.000005590399,0.00000417503,0.016065832,0.0012887594,0.000071845505,0.001663358,0.10814867,0.0005068448],"about_ca_topic_score_codex":0.0045005,"about_ca_topic_score_gemma":0.0052603697,"teacher_disagreement_score":0.10794121,"about_ca_system_score_codex":0.00019067651,"about_ca_system_score_gemma":0.000048067504,"threshold_uncertainty_score":0.680344},"labels":[],"label_agreement":null},{"id":"W4312068116","doi":"10.1093/geroni/igac059.517","title":"THE FORMULA FOR CARDIOVASCULAR HEALTH AND WELL-BEING IN ADULTS WITH CEREBRAL PALSY","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Disease; Cerebral palsy; Context (archaeology); Medicine; Gerontology; Core (optical fiber); Physical therapy; Physical medicine and rehabilitation; Psychology; Internal medicine; Computer science","score_opus":0.02033493729855861,"score_gpt":0.3038880721685131,"score_spread":0.2835531348699545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312068116","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95726657,0.0022752855,0.0029665579,0.03397216,0.00022744725,0.0018912281,0.0000031393163,0.000056349025,0.0013412611],"genre_scores_gemma":[0.99227524,0.00010067716,0.0020006679,0.005114062,0.00007299208,0.00032059738,0.00004218067,0.000015873306,0.00005772431],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988555,0.000058857124,0.0004219771,0.00018312583,0.00022162116,0.00025896245],"domain_scores_gemma":[0.99956805,0.00008073767,0.000098389784,0.00014328257,0.00007433643,0.000035221692],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016591669,0.000072396295,0.00019315441,0.00033918518,0.0003776088,0.000018047915,0.000041343475,0.000016168819,0.000006587945],"category_scores_gemma":[0.000054263433,0.00005888844,0.000028637698,0.0009836671,0.000022225238,0.00006220788,0.00003179977,0.00027338523,3.218681e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015329116,0.00017303671,0.6869362,0.0030634794,0.000106856416,0.000042143907,0.022805577,0.0005879349,0.00004097088,0.15387017,0.0016970661,0.12914367],"study_design_scores_gemma":[0.056610417,0.0017607664,0.17879912,0.005693165,0.0000477974,0.0005268584,0.052117735,0.024472907,0.00027721116,0.03410423,0.64472437,0.0008654296],"about_ca_topic_score_codex":0.00012690993,"about_ca_topic_score_gemma":0.000060987306,"teacher_disagreement_score":0.6430273,"about_ca_system_score_codex":0.00021681098,"about_ca_system_score_gemma":0.00013892689,"threshold_uncertainty_score":0.29042998},"labels":[],"label_agreement":null},{"id":"W4312077067","doi":"10.1093/geroni/igac077","title":"Cardiorespiratory Fitness Moderates the Age-Related Association Between Executive Functioning and Mobility: Evidence From Remote Assessments","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Université du Québec à Montréal; Université de Montréal; Montreal Heart Institute","funders":"","keywords":"Cardiorespiratory fitness; Moderation; Cognition; Psychology; Executive functions; Association (psychology); Physical fitness; Verbal fluency test; Developmental psychology; Gerontology; Medicine; Physical therapy; Neuropsychology; Social psychology; Psychiatry","score_opus":0.06318654273771193,"score_gpt":0.3848763363498461,"score_spread":0.3216897936121341,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312077067","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9934073,0.00026103292,0.0030382166,0.0009496654,0.000772136,0.0006109478,0.000029828612,0.00007860933,0.00085226755],"genre_scores_gemma":[0.99807614,0.000023878038,0.00015970806,0.0006388935,0.00015931715,0.00015308002,0.00015567578,0.00001577933,0.0006174992],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99685395,0.0014124032,0.00075616344,0.0003242008,0.0003921668,0.0002611259],"domain_scores_gemma":[0.99777335,0.0011673458,0.0005963042,0.0002093877,0.00023738861,0.000016220718],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0042568957,0.00011596931,0.000216036,0.00019479882,0.0013697048,0.00003839346,0.00012381858,0.000114088645,0.000026131964],"category_scores_gemma":[0.00046999456,0.000110192464,0.000026094367,0.0012131105,0.00003151105,0.0003849127,0.00020784182,0.0010636928,0.0000066581283],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018222903,0.000025707868,0.98534846,0.000027666898,0.00006950501,0.0000021515862,0.004660609,0.00022091944,0.0029654172,0.00030046536,0.0004956544,0.0058652153],"study_design_scores_gemma":[0.00061466626,0.00001928563,0.98170185,0.00026511055,0.000030780444,1.9241709e-7,0.003955276,0.0047070375,0.00001012488,0.007721983,0.0008594483,0.00011422522],"about_ca_topic_score_codex":0.0014162936,"about_ca_topic_score_gemma":0.00007317865,"teacher_disagreement_score":0.0074215177,"about_ca_system_score_codex":0.00088988856,"about_ca_system_score_gemma":0.00014944914,"threshold_uncertainty_score":0.9999304},"labels":[],"label_agreement":null},{"id":"W4312102608","doi":"10.1093/geroni/igac059.731","title":"\"WHAT'S YOURS IS MINE\": A DYADIC STUDY OF EVERYDAY EMOTIONAL EXPERIENCES AND CORTISOL IN OLDER COUPLES","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Dyad; Arousal; Psychology; Affect (linguistics); Everyday life; Developmental psychology; Life satisfaction; Emotional health; Clinical psychology; Social psychology; Mental health; Psychiatry; Communication","score_opus":0.04372080653772795,"score_gpt":0.367429407629078,"score_spread":0.32370860109135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312102608","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9946342,0.00022112564,0.000008885257,0.004236196,0.00046744256,0.00027199328,0.0000019630081,0.000009062551,0.0001491113],"genre_scores_gemma":[0.9983925,0.000044060464,0.000022293976,0.0012397264,0.000031871834,0.000108233515,0.000002845599,0.0000033395554,0.00015511755],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99878204,0.000118781965,0.00040649605,0.00014287612,0.00037306783,0.0001767625],"domain_scores_gemma":[0.999624,0.000112420916,0.00013114933,0.00005386679,0.000059361573,0.000019183297],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009008411,0.000049570688,0.00011830526,0.00031795714,0.00027207015,0.000053569227,0.00009476597,0.000019876657,0.00033395865],"category_scores_gemma":[0.00011084271,0.00005496321,0.0000075083253,0.001356832,0.00007824881,0.0003509131,0.00005035878,0.0001089659,2.6127566e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000030877288,0.00008415083,0.7041082,0.000012630421,0.0000014423179,0.00000212179,0.29233798,0.00004010736,0.0000033145734,0.0022046706,0.00015199702,0.0010503031],"study_design_scores_gemma":[0.00027622705,0.000021485208,0.47361082,0.000031180003,5.66582e-7,3.0025782e-7,0.5252267,0.0001430077,0.000002742093,0.00016886904,0.0004775168,0.000040607207],"about_ca_topic_score_codex":0.0091550695,"about_ca_topic_score_gemma":0.0034381042,"teacher_disagreement_score":0.23288871,"about_ca_system_score_codex":0.000105172345,"about_ca_system_score_gemma":0.00015270853,"threshold_uncertainty_score":0.9974431},"labels":[],"label_agreement":null},{"id":"W4312102618","doi":"10.1093/geroni/igac059.884","title":"OLDER PEOPLE'S ACTIVITY PARTICIPATION (OPAP): FACTOR STRUCTURE AND PSYCHOMETRIC PROPERTIES OF A SCALE","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Cronbach's alpha; Psychology; Confirmatory factor analysis; Gerontology; Exploratory factor analysis; Scale (ratio); Social engagement; Structural equation modeling; Recreation; Activities of daily living; Clinical psychology; Convergent validity; Psychometrics; Medicine; Internal consistency; Psychiatry","score_opus":0.05485969619550064,"score_gpt":0.3575178594912168,"score_spread":0.30265816329571615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312102618","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9954358,0.00007005513,0.00006347164,0.0038153874,0.00022207305,0.00018575852,0.000008489408,0.00002172625,0.00017727373],"genre_scores_gemma":[0.9994595,0.000007708354,0.000038850303,0.00036414867,0.00003377839,0.000029477527,0.0000018500751,0.0000039275064,0.0000607359],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991295,0.00012143152,0.00022347466,0.00010393563,0.00025849085,0.00016319183],"domain_scores_gemma":[0.99968094,0.00004593453,0.00012676872,0.000056070745,0.00007087803,0.000019419791],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044614874,0.00004349742,0.00010147208,0.0003611864,0.00030837217,0.000026715981,0.00005775178,0.000023933391,0.00012698716],"category_scores_gemma":[0.00019738788,0.00004285297,0.0000081923845,0.002316842,0.000043035107,0.00019822756,0.000033133576,0.000119427175,1.8674349e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008310773,0.00002683411,0.94932055,0.00008515058,0.0000020140003,8.792248e-8,0.032853827,0.000028783006,0.0008578154,0.0032162848,0.00004826054,0.013552096],"study_design_scores_gemma":[0.00016063303,0.000007747505,0.9936765,0.000018960307,0.0000011949597,1.4374336e-7,0.004559659,0.00014135445,0.00065609254,0.00018227336,0.0005418855,0.000053558797],"about_ca_topic_score_codex":0.0036561254,"about_ca_topic_score_gemma":0.0023254037,"teacher_disagreement_score":0.044355962,"about_ca_system_score_codex":0.00010157516,"about_ca_system_score_gemma":0.00009430034,"threshold_uncertainty_score":0.5526992},"labels":[],"label_agreement":null},{"id":"W4312102718","doi":"10.1093/geroni/igac059.2800","title":"LONELINESS IS INVERSELY ASSOCIATED WITH EXERCISE AND SLEEP APNEA IN OLDER WOMEN AT RISK FOR ALZHEIMER’S DISEASE","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Loneliness; Medicine; UCLA Loneliness Scale; Sleep apnea; Physical therapy; Apnea; Apnea–hypopnea index; Obstructive sleep apnea; Psychology; Clinical psychology; Internal medicine; Polysomnography; Psychiatry","score_opus":0.03748305440026283,"score_gpt":0.3209670185334322,"score_spread":0.28348396413316934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312102718","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9928184,0.00024422858,0.00006829796,0.0059786174,0.00015783048,0.0005082327,0.000056070825,0.00002863566,0.00013968736],"genre_scores_gemma":[0.99558145,0.000036624588,0.000048084483,0.0036243657,0.00003071967,0.00040298316,0.00003329218,0.000010587747,0.00023187009],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99882466,0.0001059962,0.0002949485,0.00018778771,0.00024319967,0.00034339528],"domain_scores_gemma":[0.9994504,0.00016750857,0.00016033427,0.00006971203,0.00008992794,0.00006210268],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015292177,0.000072337185,0.00013827685,0.00024201228,0.00058397587,0.000038320733,0.00008344005,0.00002908965,0.00013623467],"category_scores_gemma":[0.0002682411,0.00007630359,0.000010130572,0.0013772318,0.00005590682,0.00017087716,0.0000599632,0.00012946749,7.5013935e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007157668,0.0000455146,0.9528481,0.000030210693,0.00000891508,0.000004002757,0.0379043,0.00020678937,3.464144e-7,0.001931921,0.000786336,0.006162008],"study_design_scores_gemma":[0.0019377773,0.000015612482,0.9536946,0.0000927922,0.000018343368,1.0453785e-7,0.027030135,0.0040136706,0.000004311756,0.0022601078,0.010706027,0.00022655832],"about_ca_topic_score_codex":0.002621241,"about_ca_topic_score_gemma":0.0017519507,"teacher_disagreement_score":0.010874166,"about_ca_system_score_codex":0.00044748973,"about_ca_system_score_gemma":0.00015021338,"threshold_uncertainty_score":0.44915295},"labels":[],"label_agreement":null},{"id":"W4312102720","doi":"10.1093/geroni/igac059.907","title":"COMPETENCY DEVELOPMENT FOR A PROGRAM TO SUPPORT CAREGIVERS OF OLDER ADULTS WITH DEMENTIA: A MODIFIED E-DELPHI METHOD","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia, Okanagan Campus; Kelowna General Hospital","funders":"","keywords":"Respite care; Dementia; Delphi method; Family caregivers; Caregiver burden; Psychology; Nursing; Agency (philosophy); Medicine; Gerontology; Medical education; Disease","score_opus":0.0832546740243028,"score_gpt":0.4359691600615091,"score_spread":0.3527144860372063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312102720","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.59778506,0.000024409032,0.37673968,0.008249365,0.0002403422,0.008308648,0.000022923417,0.00035580448,0.008273774],"genre_scores_gemma":[0.8008496,6.050507e-7,0.19655988,0.000109579356,0.000011265798,0.0023404863,0.000022200951,0.000010940508,0.00009545496],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9982005,0.000124888,0.00041615905,0.00024050221,0.0007100875,0.0003078819],"domain_scores_gemma":[0.99903584,0.00011115024,0.00015963786,0.000120158234,0.0005410605,0.00003216147],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029658412,0.00007484409,0.00013120516,0.00069078855,0.00031591687,0.00002893145,0.00031443132,0.000028248183,0.00007873569],"category_scores_gemma":[0.00014828457,0.000081376056,0.000016390586,0.0029946126,0.000051342744,0.000103289574,0.00013260273,0.00014240695,6.114024e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031885857,0.0005235805,0.014938777,0.00023112794,0.00008971914,0.00001830659,0.27864033,0.001443923,0.00077632663,0.08033384,0.0033120338,0.61937314],"study_design_scores_gemma":[0.009879238,0.0025757835,0.021782476,0.0010033215,0.000058273683,0.000011928235,0.5654438,0.0061052274,0.019774446,0.007562025,0.36393526,0.0018682174],"about_ca_topic_score_codex":0.00082981616,"about_ca_topic_score_gemma":0.00047005402,"teacher_disagreement_score":0.61750495,"about_ca_system_score_codex":0.0003095989,"about_ca_system_score_gemma":0.0006833844,"threshold_uncertainty_score":0.33184195},"labels":[],"label_agreement":null},{"id":"W4312102767","doi":"10.1093/geroni/igac059.270","title":"USING TELEPRESENCE ROBOTS TO SUPPORT FAMILY VIRTUAL VISITS DURING THE COVID-19 PANDEMIC","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Focus group; Robot; Telehealth; Drone; Psychology; Nursing; Medical education; Computer science; Medicine; Health care; Telemedicine; Political science; Business; Artificial intelligence","score_opus":0.09750642152812879,"score_gpt":0.32363011267252945,"score_spread":0.22612369114440067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312102767","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97981787,0.0000079500805,0.014467295,0.0024999895,0.0005041564,0.00037649862,0.0000019420545,0.00019084245,0.0021334516],"genre_scores_gemma":[0.980283,5.815261e-7,0.0005265152,0.018564217,0.00021741133,0.00014143965,0.000021539456,0.000019407702,0.00022587918],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99841034,0.0000356861,0.0005114816,0.00032176982,0.00036131425,0.00035942392],"domain_scores_gemma":[0.9993367,0.000050886796,0.00025523876,0.00020268529,0.00014753902,0.0000069351513],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002259535,0.00014360444,0.00014586445,0.0009957292,0.0011918853,0.00010036352,0.0004819664,0.000055834495,0.00012403984],"category_scores_gemma":[0.00049889134,0.00014111825,0.000019796682,0.0062749176,0.00006733816,0.00043501507,0.0010088641,0.0004950867,0.000022571223],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004534065,0.00005590511,0.7050298,0.000058058034,0.000028824003,0.000041305528,0.0025929094,0.030533873,0.012162633,0.24187747,0.0014373136,0.0061365645],"study_design_scores_gemma":[0.0036068417,0.000058715144,0.6526469,0.00009322881,0.00004079439,0.00010779851,0.0491971,0.011792338,0.000965228,0.053621165,0.22563112,0.0022387952],"about_ca_topic_score_codex":0.00024032405,"about_ca_topic_score_gemma":0.000025609866,"teacher_disagreement_score":0.22419381,"about_ca_system_score_codex":0.0005641049,"about_ca_system_score_gemma":0.00012730772,"threshold_uncertainty_score":0.9167139},"labels":[],"label_agreement":null},{"id":"W4312102813","doi":"10.1093/geroni/igac059.344","title":"PHYSICAL ACTIVITY, COGNITIVE HEALTH, AND LONGEVITY IN OLDER ADULTHOOD","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Physical Activity and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Life expectancy; Longevity; Gerontology; Demography; Cognitive impairment; Cognition; Demographics; Psychology; Cognitive decline; Medicine; Expectancy theory; Metabolic equivalent; Physical activity; Disease; Internal medicine; Physical therapy; Psychiatry; Population","score_opus":0.049296214726638574,"score_gpt":0.3760989740309767,"score_spread":0.3268027593043381,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312102813","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9896763,0.000022584472,0.00019561364,0.009341107,0.000041215902,0.0003458838,0.000006976887,0.000022796885,0.00034754496],"genre_scores_gemma":[0.9977807,0.00000527404,0.000030795723,0.0019930005,0.00007690653,0.000062545645,0.000022205395,0.000008105002,0.00002046301],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9991314,0.00010988875,0.000165189,0.00020838133,0.00019393486,0.00019125352],"domain_scores_gemma":[0.99963415,0.00012396016,0.00009482911,0.000063783205,0.000040084815,0.000043211236],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035026536,0.000071974624,0.00024339739,0.00028971105,0.000101970494,0.0000071880054,0.000023365312,0.000016795828,0.00001382402],"category_scores_gemma":[0.00007678968,0.00007867745,0.000012414918,0.0013032571,0.000032445485,0.00014269566,0.000074690746,0.00059425837,0.0000018089761],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006062589,0.0077555715,0.40464312,0.0007693669,0.0000206462,0.00006127918,0.026651515,0.000023699055,0.003447618,0.010692182,0.00018241543,0.54514635],"study_design_scores_gemma":[0.0034562298,0.00045851356,0.9863747,0.00030919167,0.0000042252173,0.00003788204,0.0023903195,0.002919164,0.0010112046,0.002766473,0.00012685866,0.00014523836],"about_ca_topic_score_codex":0.00025077633,"about_ca_topic_score_gemma":0.00003825229,"teacher_disagreement_score":0.5817316,"about_ca_system_score_codex":0.00021366833,"about_ca_system_score_gemma":0.00018617441,"threshold_uncertainty_score":0.32083732},"labels":[],"label_agreement":null},{"id":"W4312102830","doi":"10.1093/geroni/igac059.560","title":"THE LONGITUDINAL RELATIONSHIPS BETWEEN SOCIAL ISOLATION AND HEALTH OUTCOMES: THE ROLE OF PHYSICAL FRAILTY","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Moderation; Social isolation; Friendship; Successful aging; Psychology; Interpersonal ties; Mental health; Gerontology; Social support; Health and Retirement Study; Isolation (microbiology); Cognition; Developmental psychology; Medicine; Social psychology; Psychiatry","score_opus":0.1332831970983538,"score_gpt":0.41352969668300094,"score_spread":0.28024649958464715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312102830","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8891453,0.00009913478,0.00019037559,0.10882444,0.000107196836,0.00022590917,0.00000775114,0.000016868153,0.0013830377],"genre_scores_gemma":[0.9991937,0.0000054947045,0.000024494002,0.0005200771,0.00015057376,0.0000265227,0.000006924414,0.0000036325175,0.00006852992],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987015,0.00039400236,0.00033119426,0.000084153966,0.000304572,0.00018455206],"domain_scores_gemma":[0.9989452,0.0007044416,0.00021775979,0.000062263614,0.00005513807,0.000015211489],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0035572483,0.000042572465,0.00010371378,0.000072925635,0.00339949,0.00003975958,0.00011452385,0.000018832967,0.0000083311625],"category_scores_gemma":[0.00024778786,0.000030797524,0.000018447296,0.00088428694,0.00011450678,0.00010730218,0.000055294397,0.00030928926,4.900647e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[9.284035e-7,0.0000050677268,0.64993924,0.0000037608502,0.0000024175731,2.0072802e-8,0.021304803,0.000012066446,4.4399889e-7,0.32074812,0.00007785731,0.007905244],"study_design_scores_gemma":[0.000082201776,0.000006539126,0.9252431,0.000004455074,0.0000014995287,5.0676437e-8,0.033224706,0.00018115214,9.2694705e-7,0.025475454,0.015749399,0.000030531526],"about_ca_topic_score_codex":0.004034779,"about_ca_topic_score_gemma":0.0015203927,"teacher_disagreement_score":0.29527268,"about_ca_system_score_codex":0.00016163457,"about_ca_system_score_gemma":0.00019081811,"threshold_uncertainty_score":0.9978979},"labels":[],"label_agreement":null},{"id":"W4312102839","doi":"10.1093/geroni/igac059.2402","title":"HOW GOAL REPRESENTATIONS MODULATE ASSOCIATIONS BETWEEN EVERYDAY AFFECT AND GOAL PURSUIT AMONG OLDER ADULTS","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Goal pursuit; Affect (linguistics); Psychology; Context (archaeology); Goal setting; Everyday life; Goal orientation; Developmental psychology; Cognitive psychology; Social psychology; Political science","score_opus":0.03803649090763159,"score_gpt":0.36713598930391106,"score_spread":0.3290994983962795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312102839","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9893476,0.00007808961,0.0014296282,0.005465394,0.00038647835,0.00048393282,0.000057535966,0.000090891444,0.002660471],"genre_scores_gemma":[0.9927379,6.227603e-7,0.000110706445,0.00015217462,0.00013065456,0.00038043418,0.0002677119,0.000020922127,0.006198871],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980766,0.00041866902,0.00035661223,0.00043368706,0.00033518276,0.00037924192],"domain_scores_gemma":[0.99900746,0.0003625887,0.00020418002,0.00026666178,0.00012396365,0.000035136756],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012725462,0.00012064648,0.00019558005,0.0006796004,0.00045506816,0.00010039421,0.00019393158,0.000084404215,0.00018639045],"category_scores_gemma":[0.00022596514,0.00014257793,0.00002853728,0.0016065877,0.000090915026,0.00023797869,0.00017258635,0.0006295147,0.00001041328],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011338437,0.000052307354,0.97548556,0.0000066990847,0.0000597822,0.000016560798,0.0083534885,0.00005354155,0.00005264249,0.0036827244,0.0030006324,0.009224712],"study_design_scores_gemma":[0.0010615496,0.00003136938,0.99291843,0.000016632504,0.000010184773,0.0000065321965,0.0044013304,0.00035293718,0.000022312432,0.0006834709,0.00035445826,0.00014080369],"about_ca_topic_score_codex":0.00058815157,"about_ca_topic_score_gemma":0.00010388902,"teacher_disagreement_score":0.017432848,"about_ca_system_score_codex":0.00016027527,"about_ca_system_score_gemma":0.00003468001,"threshold_uncertainty_score":0.58141595},"labels":[],"label_agreement":null},{"id":"W4312102858","doi":"10.1093/geroni/igac059.2850","title":"USING VIRTUAL REALITY IN AGED CARE SETTINGS: A SCOPING REVIEW","year":2022,"lang":"en","type":"review","venue":"Innovation in Aging","topic":"Virtual Reality Applications and Impacts","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Loneliness; PsycINFO; MEDLINE; Scopus; Virtual reality; Feeling; Social isolation; Psychology; Health care; Inclusion (mineral); Medicine; Medical education; Nursing; Computer science; Psychiatry; Political science; Social psychology","score_opus":0.18888907412100114,"score_gpt":0.4394338040070615,"score_spread":0.25054472988606036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312102858","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000072130224,0.9666979,0.03046177,0.00020596174,0.0001663687,0.001709004,0.000013643977,0.00008719304,0.00065098656],"genre_scores_gemma":[0.000057859237,0.9959243,0.0024356442,0.00093455624,0.000050464096,0.00037180897,0.00019040563,0.000026842796,0.000008114911],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.99603534,0.0005275656,0.0019115143,0.00070982974,0.0004385612,0.00037718855],"domain_scores_gemma":[0.9976736,0.00028923232,0.0009965107,0.00090011617,0.0001032805,0.000037317877],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0027411452,0.00031559207,0.001129497,0.0012063117,0.00017496069,0.00017228976,0.000993443,0.00011992695,0.000028933744],"category_scores_gemma":[0.00071074633,0.0003349746,0.00010906621,0.010150878,0.000026707807,0.0005505094,0.00059334305,0.00082260097,0.0000063391913],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[1.9417968e-7,0.000018631019,0.0000043956834,0.042287264,0.0000050113945,0.000009372355,0.00063602015,0.000060791328,5.999504e-7,0.006682729,0.00007714648,0.95021784],"study_design_scores_gemma":[0.00016967302,0.000018546538,0.000010100403,0.5153342,0.000029085217,0.00003293779,0.00017394587,0.00067756436,9.4139773e-7,0.00022682331,0.48278397,0.00054224685],"about_ca_topic_score_codex":0.00020134063,"about_ca_topic_score_gemma":0.000054144668,"teacher_disagreement_score":0.9496756,"about_ca_system_score_codex":0.0011221998,"about_ca_system_score_gemma":0.0011370459,"threshold_uncertainty_score":0.99991024},"labels":[],"label_agreement":null},{"id":"W4312102876","doi":"10.1093/geroni/igac059.268","title":"TECHNOLOGY-BASED INTERVENTIONS AND ASSESSMENT FOR OLDER ADULTS WITH COGNITIVE IMPAIRMENT","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dementia; Psychological intervention; Psychosocial; Biofeedback; Quality of life (healthcare); Gerontology; Intervention (counseling); Caregiver stress; Cognition; Telehealth; Telemedicine; Medicine; Psychology; Population; Physical medicine and rehabilitation; Health care; Nursing; Psychiatry; Disease","score_opus":0.04922152239952952,"score_gpt":0.4416249710226457,"score_spread":0.39240344862311616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312102876","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9681914,0.00008976942,0.02635345,0.0035268976,0.00019826538,0.0011249208,0.000044030774,0.000056230765,0.00041504425],"genre_scores_gemma":[0.99448866,6.0553344e-7,0.0017673825,0.0013540009,0.000011728156,0.0021325573,0.000106707186,0.0000100367715,0.00012831196],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992566,0.000032347656,0.00025856626,0.00021387097,0.0000837868,0.00015482372],"domain_scores_gemma":[0.999641,0.0000753209,0.00012113354,0.00007907796,0.00007124928,0.0000122330375],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003930525,0.000065456064,0.00008240968,0.00066655444,0.0001568621,0.000008289202,0.000043573942,0.000022167951,0.00021023139],"category_scores_gemma":[0.000010190582,0.00006717184,0.000015522139,0.0009518569,0.000030504143,0.00003293171,0.00003959426,0.00017825169,0.0000010389414],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00081858266,0.0019472952,0.5472753,0.00079767616,0.000073582734,0.000027167169,0.008576946,0.000053068252,0.000084046,0.06725964,0.00077381474,0.37231284],"study_design_scores_gemma":[0.02372143,0.0027030148,0.8732848,0.0017175602,0.00004249564,0.000032066055,0.08489317,0.001698122,0.00032986017,0.00277689,0.008367947,0.0004326522],"about_ca_topic_score_codex":0.000098185505,"about_ca_topic_score_gemma":0.000051471783,"teacher_disagreement_score":0.3718802,"about_ca_system_score_codex":0.00029327214,"about_ca_system_score_gemma":0.00012707443,"threshold_uncertainty_score":0.27391878},"labels":[],"label_agreement":null},{"id":"W4312102936","doi":"10.1093/geroni/igac059.269","title":"FEASIBILITY OF REMOTELY SUPERVISED ONLINE CHAIR YOGA INTERVENTION FOR OLDER ADULTS WITH DEMENTIA","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Dementia; Intervention (counseling); Loneliness; Medicine; Physical therapy; Population; Physical medicine and rehabilitation; Gerontology; Nursing; Psychiatry","score_opus":0.08543311747012504,"score_gpt":0.41747185487457883,"score_spread":0.3320387374044538,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312102936","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9879037,0.00008398904,0.009814866,0.00074224256,0.00039346717,0.00080416305,0.000066337074,0.000029717376,0.00016148896],"genre_scores_gemma":[0.9977573,7.9461824e-7,0.0008809876,0.0006322459,0.000031987365,0.00018844918,0.00034210554,0.000012377613,0.00015373841],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99884856,0.00008351514,0.0005193655,0.00024786755,0.00013962922,0.00016106873],"domain_scores_gemma":[0.99941707,0.000052656284,0.00021421931,0.00018519952,0.0001172808,0.000013579285],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006632336,0.00007349664,0.00012219867,0.00031599277,0.000076627504,0.0000039052097,0.00009345406,0.00002417939,0.0006122643],"category_scores_gemma":[0.000026503702,0.00007745186,0.000028985982,0.0008988698,0.000019006802,0.00006335391,0.00004763613,0.00013438355,0.0000010013047],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027943817,0.002645751,0.74618006,0.001177571,0.000068457295,0.0000060736065,0.018999917,0.00013181029,0.00067729235,0.008707234,0.0007812651,0.21783017],"study_design_scores_gemma":[0.010727251,0.00055276847,0.9698885,0.00027273264,0.000015982228,0.0000057561138,0.013446321,0.0016563768,0.00038127525,0.00062168966,0.0022668699,0.0001644409],"about_ca_topic_score_codex":0.00096974213,"about_ca_topic_score_gemma":0.00040011285,"teacher_disagreement_score":0.22370845,"about_ca_system_score_codex":0.0002484347,"about_ca_system_score_gemma":0.00006890441,"threshold_uncertainty_score":0.6703865},"labels":[],"label_agreement":null},{"id":"W4312102956","doi":"10.1093/geroni/igac059.2481","title":"UNDERSTANDING OLDER ADULTS' FLU VACCINE HESITANCY: THE ROLE OF MEDICAL MISINFORMATION","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Vaccination; Misinformation; Medicine; Thematic analysis; Psychological intervention; Disease; Population; Pandemic; Influenza vaccine; Family medicine; Environmental health; Qualitative research; Immunology; Infectious disease (medical specialty); Coronavirus disease 2019 (COVID-19); Nursing","score_opus":0.07681443432887458,"score_gpt":0.35785199882023827,"score_spread":0.2810375644913637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312102956","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97153324,0.00082141295,0.0026623982,0.016053177,0.00016449006,0.0006640078,0.0000061880246,0.0000543245,0.008040741],"genre_scores_gemma":[0.99861765,0.000021920509,0.00008279767,0.0011113406,0.000052979463,0.00004951236,0.00002071949,0.000008233244,0.000034870765],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980235,0.00005301705,0.0005316069,0.00009850942,0.0011149889,0.00017834209],"domain_scores_gemma":[0.99938416,0.00012929697,0.00014608025,0.00015460199,0.00016743541,0.000018411729],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001678244,0.00006919193,0.00014228809,0.00049311825,0.00021310925,0.000010985417,0.00013063614,0.000029831264,0.000490121],"category_scores_gemma":[0.0005361027,0.000053152642,0.000021144284,0.0018261782,0.000031963864,0.00012245987,0.00015504785,0.0004042604,0.0000038731214],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011980049,0.0004568085,0.5024747,0.00084718305,0.00028330972,0.00005784436,0.09166342,0.00092078326,0.0049253106,0.30786526,0.009940447,0.07936689],"study_design_scores_gemma":[0.02217726,0.000552297,0.41898614,0.0027784607,0.00007402308,0.00018489812,0.35230994,0.112690516,0.01708367,0.019064287,0.053358953,0.00073955907],"about_ca_topic_score_codex":0.0000887637,"about_ca_topic_score_gemma":0.00001261804,"teacher_disagreement_score":0.28880098,"about_ca_system_score_codex":0.00037704041,"about_ca_system_score_gemma":0.00013796981,"threshold_uncertainty_score":0.53664815},"labels":[],"label_agreement":null},{"id":"W4312102972","doi":"10.1093/geroni/igac059.568","title":"ASSESSING INNOVATIVE ASSISTIVE TECHNOLOGIES FOR OLDER ADULTS; A KNOWLEDGE AND TECH DEVELOPER'S PERSPECTIVES","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Autonomy; Scale (ratio); Knowledge management; Assistive technology; Health care; Quality (philosophy); Independence (probability theory); Psychology; Medical education; Process management; Computer science; Medicine; Engineering; Political science","score_opus":0.0282194505539018,"score_gpt":0.2941985232190411,"score_spread":0.2659790726651393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312102972","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9601,0.00031943637,0.020226926,0.0042617004,0.0003807732,0.0010928763,0.000004778875,0.0006604544,0.012953041],"genre_scores_gemma":[0.99070853,0.00000271644,0.0073807943,0.0005006801,0.00009241276,0.0011452303,0.00005539437,0.000028097526,0.0000861336],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9984915,0.000019590967,0.00052317703,0.00048324143,0.00016681539,0.0003156434],"domain_scores_gemma":[0.99834144,0.00009417852,0.000379737,0.00013045454,0.0010523724,0.0000018135081],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015278772,0.00020619742,0.00023800165,0.0020044667,0.0009200112,0.00017216816,0.00026237947,0.00011592921,0.000023122928],"category_scores_gemma":[0.00079907785,0.00022393483,0.00001708711,0.009004234,0.00023074322,0.0009933906,0.0007429742,0.00054243044,0.0000027064305],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032113734,0.00014802517,0.056336705,0.00012724863,0.000039346007,0.0000041161265,0.0055812825,0.0000043132804,0.00023856075,0.7904433,0.00061792537,0.14642708],"study_design_scores_gemma":[0.0028500382,0.000027870654,0.33887842,0.00032061894,0.000016653967,0.000008321225,0.54621637,0.0019265811,0.0014387637,0.07128677,0.035968076,0.0010614874],"about_ca_topic_score_codex":0.000021569222,"about_ca_topic_score_gemma":0.000007675816,"teacher_disagreement_score":0.7191565,"about_ca_system_score_codex":0.00034295334,"about_ca_system_score_gemma":0.00011113857,"threshold_uncertainty_score":0.9131797},"labels":[],"label_agreement":null},{"id":"W4312102979","doi":"10.1093/geroni/igac059.2104","title":"MENTAL HEALTH AND WELL-BEING OF OLDER CARERS DURING THE COVID-19 PANDEMIC: EVIDENCE FROM ENGLAND","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Pandemic; Quarter (Canadian coin); Social isolation; Odds; Anxiety; Longitudinal study; Gerontology; Medicine; Quality of life (healthcare); Population; Life satisfaction; Psychology; Coronavirus disease 2019 (COVID-19); Logistic regression; Psychiatry; Environmental health; Nursing; Geography; Social psychology; Disease","score_opus":0.05295998267151009,"score_gpt":0.3820422682936242,"score_spread":0.3290822856221141,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312102979","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9628851,0.0006079898,0.000059022914,0.03575845,0.00025468488,0.00019927307,0.0000053842004,0.000019283372,0.00021082745],"genre_scores_gemma":[0.98989344,0.000288987,0.00004251572,0.009601634,0.00006382256,0.000018740688,0.00000647233,0.0000036727556,0.00008073932],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988246,0.00027413885,0.0003153831,0.00012322843,0.00027033544,0.00019231152],"domain_scores_gemma":[0.9992773,0.0004249187,0.00015477803,0.00006856243,0.000024579313,0.000049896218],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019966643,0.0000439633,0.00009586352,0.00010923947,0.0010409484,0.000028389723,0.00011189519,0.00001592221,0.000116857285],"category_scores_gemma":[0.00039748757,0.00004011329,0.0000094082625,0.00064084464,0.000073207164,0.00013178903,0.000079666286,0.00015706428,2.4010245e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000058775895,0.0000029646671,0.7949756,0.00005144436,0.0000019226284,5.5095484e-7,0.2013305,0.00004767863,0.000016706248,0.002676315,0.000126493,0.0007639687],"study_design_scores_gemma":[0.000996258,0.000016390628,0.6672306,0.00020616906,0.0000020989103,0.0000033841238,0.24382783,0.00013574278,0.000023298137,0.0018978127,0.08550901,0.0001513932],"about_ca_topic_score_codex":0.055608544,"about_ca_topic_score_gemma":0.0046078726,"teacher_disagreement_score":0.12774497,"about_ca_system_score_codex":0.00047584606,"about_ca_system_score_gemma":0.00037253278,"threshold_uncertainty_score":0.95068026},"labels":[],"label_agreement":null},{"id":"W4312103003","doi":"10.1093/geroni/igac059.2066","title":"EXPLORING LINGUISTIC PATTERNS ON A STORY RECALL TASK IN PEOPLE WITH MILD COGNITIVE IMPAIRMENT","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Recall; Psychology; Cognitive psychology; Recall test; Cognition; Proposition; Set (abstract data type); Free recall; Linguistics; Computer science","score_opus":0.06563105589223107,"score_gpt":0.32759933556155063,"score_spread":0.26196827966931957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312103003","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9955117,0.000015810001,0.0003069784,0.0009942831,0.00012619236,0.00070720655,0.00001026218,0.000035839836,0.002291735],"genre_scores_gemma":[0.9975295,0.000009758308,0.000046264824,0.00095530035,0.00007049453,0.001021178,0.00010920435,0.000022777693,0.00023549082],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983574,0.00013588116,0.00031356508,0.00030437022,0.00057431235,0.0003144296],"domain_scores_gemma":[0.9994386,0.00013967216,0.000084648855,0.0001101141,0.00019156338,0.00003540412],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00095633074,0.00012192918,0.00017317482,0.0011881654,0.00011633676,0.00001883682,0.00005917581,0.000014266318,0.0002670983],"category_scores_gemma":[0.00017711123,0.00012052198,0.000018338988,0.0018017011,0.000020569876,0.00008804346,0.00008280812,0.0006327344,0.000009845788],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00072666426,0.0006267472,0.98310906,0.000105824845,0.000029709703,0.00033393127,0.007071971,0.00008748684,0.00038214106,0.00022258585,0.000043705215,0.0072601894],"study_design_scores_gemma":[0.004194263,0.0010743331,0.9834943,0.0007678506,0.00001326272,0.000016283302,0.00862068,0.00032603226,0.0009512628,0.0000451798,0.00034538555,0.00015120496],"about_ca_topic_score_codex":0.00017606697,"about_ca_topic_score_gemma":0.00007122903,"teacher_disagreement_score":0.0071089845,"about_ca_system_score_codex":0.0005177002,"about_ca_system_score_gemma":0.0001641546,"threshold_uncertainty_score":0.4914744},"labels":[],"label_agreement":null},{"id":"W4312103004","doi":"10.1093/geroni/igac059.1992","title":"OPENING THE DOOR TO AGING IN PLACE: FINDINGS FROM THE INTERGENERATIONAL TORONTO HOMESHARE PROGRAM","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Agency (philosophy); Renting; Aging in place; Psychology; Population; Social exchange theory; Gerontology; Sociology; Social psychology; Medicine; Political science","score_opus":0.02636189005029878,"score_gpt":0.33250687694618375,"score_spread":0.306144986895885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312103004","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97775936,0.00026755047,0.00018183936,0.018663539,0.00054428866,0.0005840638,0.000013164888,0.00005376447,0.0019324269],"genre_scores_gemma":[0.9962135,0.000013167681,0.00042119622,0.0015976953,0.00038198367,0.00055118924,0.000051659597,0.000009020335,0.0007606076],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99849516,0.00023624123,0.00036713135,0.00022339662,0.00043679966,0.00024125911],"domain_scores_gemma":[0.99942183,0.00024221661,0.00009974551,0.000121721285,0.000099229415,0.000015252474],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0019315265,0.00009074723,0.00009823757,0.00011340185,0.0015713781,0.00023503741,0.00037971747,0.000020082629,0.00063583616],"category_scores_gemma":[0.00031793918,0.000070504415,0.000020228088,0.0015183504,0.000044960187,0.00032761673,0.00020716572,0.00022352273,0.0000045532634],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007761486,0.00003137042,0.15097047,0.0000023508094,0.000011459774,0.0000028138024,0.8034679,0.0011982906,0.000094659816,0.02167831,0.017907502,0.004627105],"study_design_scores_gemma":[0.00062699954,0.00003241438,0.48575404,0.000114762326,0.0000071196714,0.0000011346859,0.1523917,0.0020835048,0.00010113174,0.0028721222,0.35564968,0.00036537708],"about_ca_topic_score_codex":0.058621183,"about_ca_topic_score_gemma":0.19524588,"teacher_disagreement_score":0.6510762,"about_ca_system_score_codex":0.00047823068,"about_ca_system_score_gemma":0.00013752033,"threshold_uncertainty_score":0.99972844},"labels":[],"label_agreement":null},{"id":"W4312103008","doi":"10.1093/geroni/igac059.1673","title":"SELF-ADMINISTRATED ELDER ABUSE INTERVENTION FOR OLDER ADULTS WITH COGNITIVE IMPAIRMENT","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Elder abuse; Dementia; Intervention (counseling); Psychological intervention; Cognition; Montreal Cognitive Assessment; Geriatrics; Cognitive impairment; Medicine; Gerontology; Clinical psychology; Psychiatry; Psychology; Poison control; Suicide prevention; Disease; Medical emergency","score_opus":0.017005237984868086,"score_gpt":0.3191906699156172,"score_spread":0.3021854319307491,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312103008","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99504584,0.000045475543,0.0018695266,0.00033093384,0.00014431421,0.0008510437,0.0000065430004,0.00009637665,0.0016099495],"genre_scores_gemma":[0.9984753,0.000013045718,0.00040275452,0.00030891373,0.000047134912,0.00050585443,0.000055138993,0.000010551844,0.00018130302],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9990356,0.0001067201,0.0002620954,0.00018625312,0.00021128274,0.00019802338],"domain_scores_gemma":[0.99949956,0.00007243677,0.0001412207,0.00005163866,0.00021858155,0.000016552574],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006341006,0.00006989187,0.00007636668,0.00025492476,0.00038250253,0.00003688294,0.00008443094,0.000025296142,0.00021957018],"category_scores_gemma":[0.000027531752,0.000073890384,0.00002223869,0.0015047102,0.000027471457,0.00018042108,0.000016349613,0.00012577468,0.000002145482],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011204273,0.0019495715,0.078462414,0.0002146317,0.0001491662,0.000039633072,0.8494971,0.000032759333,0.000109091496,0.016531825,0.0011721929,0.05072122],"study_design_scores_gemma":[0.03233284,0.003446473,0.08879389,0.004633776,0.00015608092,0.000023108918,0.8217291,0.0016433975,0.010037237,0.0058882055,0.02949042,0.0018254437],"about_ca_topic_score_codex":0.00031603783,"about_ca_topic_score_gemma":0.00074168673,"teacher_disagreement_score":0.048895776,"about_ca_system_score_codex":0.00015241004,"about_ca_system_score_gemma":0.00010935079,"threshold_uncertainty_score":0.30131626},"labels":[],"label_agreement":null},{"id":"W4312103054","doi":"10.1093/geroni/igac059.2290","title":"EMPOWERING SENIORS TO RECOGNIZE ELDER MISTREATMENT THROUGH PEER SUPPORT: RESULTS FROM A COMMUNITY OUTREACH PROJECT","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Etobicoke General Hospital; University of Toronto","funders":"","keywords":"Outreach; Elder abuse; Stigma (botany); Context (archaeology); Neglect; Medicine; Psychology; Nursing; Suicide prevention; Poison control; Psychiatry; Medical emergency","score_opus":0.08083919113799594,"score_gpt":0.39217075311436755,"score_spread":0.31133156197637163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312103054","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9566231,0.000013834228,0.00011419292,0.0043552956,0.00033228175,0.00042400276,0.00006389879,0.000109496075,0.037963938],"genre_scores_gemma":[0.99544877,0.000011421291,0.0012493173,0.0010897934,0.000085083135,0.00013338303,0.0002398996,0.000014278056,0.0017280332],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980753,0.00048866053,0.00045832194,0.0002407702,0.0004522688,0.0002846883],"domain_scores_gemma":[0.999199,0.00022113169,0.00014078408,0.00025760895,0.00015820473,0.000023276314],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016321993,0.0001108273,0.0001401573,0.00024270537,0.00094786374,0.00006516905,0.00025360976,0.000041654635,0.00026675916],"category_scores_gemma":[0.00045398087,0.00012511347,0.000028250242,0.002314348,0.000034675213,0.00020386481,0.00015061337,0.00042861377,0.000015008391],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016879401,0.00027619785,0.016100649,0.0000054770203,0.0000365977,0.00003057485,0.9546799,0.000057710764,0.0010224578,0.00049966655,0.012570795,0.014551195],"study_design_scores_gemma":[0.0050339834,0.00038030284,0.0132139865,0.00031087946,0.000037932023,0.0000054012394,0.43922406,0.000032073043,0.0088226,0.009492312,0.52248245,0.0009640084],"about_ca_topic_score_codex":0.07324273,"about_ca_topic_score_gemma":0.0082913255,"teacher_disagreement_score":0.51545584,"about_ca_system_score_codex":0.0003856916,"about_ca_system_score_gemma":0.00021435203,"threshold_uncertainty_score":0.9329286},"labels":[],"label_agreement":null},{"id":"W4312103064","doi":"10.1093/geroni/igac059.2308","title":"HOUSING CHARACTERISTICS, NEIGHBORHOOD ENVIRONMENTS, AND SELF-RATED MENTAL HEALTH AMONG OLDER CANADIANS","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Gerontology; Scale (ratio); Psychology; Medicine; Geography; Psychiatry","score_opus":0.013884558678219368,"score_gpt":0.2872705721136842,"score_spread":0.2733860134354648,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312103064","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9787607,0.00006820135,0.000086909,0.019330528,0.00048264358,0.0002757875,0.00003056501,0.000039194158,0.000925443],"genre_scores_gemma":[0.99122214,0.00007679777,0.000068932015,0.008278278,0.00006794701,0.000019504085,0.000050585568,0.000009117202,0.00020670345],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99884087,0.00014289694,0.00032215563,0.0001445414,0.00021369758,0.0003358118],"domain_scores_gemma":[0.9996916,0.000028716218,0.00014409577,0.000056289722,0.000011065238,0.000068250025],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00087301404,0.00006104939,0.000106571824,0.0001883732,0.0011260381,0.000057372334,0.00006574116,0.00002207979,0.00016695625],"category_scores_gemma":[0.00003489467,0.000077257144,0.0000067843825,0.00060622965,0.000045839326,0.00015350812,0.00004189203,0.00016331609,0.0000010295704],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[9.111203e-7,0.00002869628,0.95622206,0.000019174116,0.000003848503,0.0000029569887,0.027648501,0.0000064351266,0.0000035665219,0.010923093,0.0005787246,0.0045620487],"study_design_scores_gemma":[0.00024555626,0.0000084260155,0.9120523,0.000027479948,0.0000010855713,5.4045637e-7,0.02148004,0.00031981166,0.0000015609752,0.00009289372,0.06566637,0.00010397771],"about_ca_topic_score_codex":0.071903154,"about_ca_topic_score_gemma":0.017715296,"teacher_disagreement_score":0.065087646,"about_ca_system_score_codex":0.0008593709,"about_ca_system_score_gemma":0.00030183457,"threshold_uncertainty_score":0.9885551},"labels":[],"label_agreement":null},{"id":"W4312103072","doi":"10.1093/geroni/igac059.2027","title":"AN INTERPROFESSIONAL APPROACH TO DEPRESCRIBING: A CURRICULAR FRAMEWORK","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Bruyère; University of Alberta; Ontario Tech University","funders":"","keywords":"Deprescribing; Polypharmacy; Context (archaeology); Health care; Medicine; Curriculum; Nursing; Medical education; Psychology; Pedagogy; Political science; Intensive care medicine","score_opus":0.12248090701638895,"score_gpt":0.43363608653658176,"score_spread":0.3111551795201928,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312103072","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9576993,0.00002835737,0.034436565,0.0030543397,0.00040533041,0.00036216172,0.000002504316,0.000051085386,0.0039603533],"genre_scores_gemma":[0.9757715,4.2492715e-7,0.012428801,0.011486585,0.000079405996,0.00010060204,0.00005600497,0.000011265908,0.000065433655],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989386,0.00009110638,0.00029775934,0.00020241346,0.00031710623,0.00015296855],"domain_scores_gemma":[0.9995858,0.00007663083,0.00007045413,0.00016193186,0.000052900246,0.00005224688],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055827,0.000070417525,0.00011313534,0.00036744337,0.00011211899,0.000017292114,0.000098011,0.000025051864,0.00022616147],"category_scores_gemma":[0.00023163337,0.000066077955,0.00001804113,0.0016096641,0.0000090919,0.00015395478,0.000111758156,0.00060651446,0.000007838573],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024801842,0.0007488775,0.9452156,0.000046697183,0.000016760163,0.000021190372,0.0029264777,0.0019515739,0.0035034483,0.036356483,0.00051280815,0.008452077],"study_design_scores_gemma":[0.006114498,0.0010313307,0.4584014,0.000967092,0.00011173232,0.00027247658,0.0213248,0.31522933,0.0027610473,0.017884452,0.17460972,0.0012921372],"about_ca_topic_score_codex":0.000020193384,"about_ca_topic_score_gemma":2.0767212e-7,"teacher_disagreement_score":0.48681417,"about_ca_system_score_codex":0.000109178014,"about_ca_system_score_gemma":0.00004949884,"threshold_uncertainty_score":0.2694581},"labels":[],"label_agreement":null},{"id":"W4312103076","doi":"10.1093/geroni/igac059.206","title":"A MIXED METHOD APPROACH TO UNDERSTANDING NURSING STUDENTS' SELF-EFFICACY TO CARE FOR OLDER ADULTS IN GHANA","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brock University; University of Toronto","funders":"","keywords":"Competence (human resources); Self-efficacy; Thematic analysis; Nursing; Scale (ratio); Psychology; Medicine; Descriptive statistics; Qualitative property; Data collection; Qualitative research; Gerontology; Social psychology","score_opus":0.11231198315932799,"score_gpt":0.4465343452045923,"score_spread":0.3342223620452643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312103076","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.66635317,0.00006514216,0.32451108,0.0018089081,0.00060941244,0.0014973952,0.000007119481,0.00008092512,0.00506683],"genre_scores_gemma":[0.970168,4.743873e-8,0.027863156,0.00059387257,0.000058439422,0.0009842835,0.00004577746,0.000029221532,0.0002571897],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99784917,0.00034353606,0.00044517903,0.0005475264,0.00031338746,0.00050119014],"domain_scores_gemma":[0.9992992,0.00024722255,0.00007557663,0.00024912678,0.000085560474,0.00004327835],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017348521,0.00012942032,0.00022151005,0.0015854819,0.00026593468,0.000041237185,0.00033550832,0.000061573926,0.000039240444],"category_scores_gemma":[0.00010294661,0.00015616082,0.000025685029,0.0031489206,0.000013415411,0.000053566142,0.00012331891,0.00039490746,0.0000068237723],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005200384,0.0018616143,0.037878737,0.00011406157,0.000069560876,0.000020080222,0.78678626,0.0017550312,0.000034613615,0.1010153,0.0030409968,0.066903725],"study_design_scores_gemma":[0.00650146,0.00019017281,0.103847906,0.00029892544,0.00001339517,0.000020621063,0.88476914,0.0020186505,0.00006486719,0.0008486887,0.0009569903,0.00046917863],"about_ca_topic_score_codex":0.00016620627,"about_ca_topic_score_gemma":0.000044398326,"teacher_disagreement_score":0.30381483,"about_ca_system_score_codex":0.0012328572,"about_ca_system_score_gemma":0.000051476032,"threshold_uncertainty_score":0.63680536},"labels":[],"label_agreement":null},{"id":"W4312103091","doi":"10.1093/geroni/igac059.2625","title":"COGNITIVELY ENGAGING SOLITARY ACTIVITIES: ANOTHER LAYER OF PROTECTION AGAINST LONELINESS","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Loneliness; Psychology; Disadvantaged; Social engagement; Population; Stressor; Developmental psychology; Coping (psychology); Gerontology; Social psychology; Clinical psychology; Medicine; Sociology; Political science; Environmental health","score_opus":0.07343222347028389,"score_gpt":0.3548933543270192,"score_spread":0.2814611308567353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312103091","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9816977,0.000038360737,0.002458126,0.0055264393,0.0005779166,0.00034165508,0.000012366559,0.000049564816,0.009297879],"genre_scores_gemma":[0.99606097,0.000008142912,0.000106015425,0.0031775376,0.00018572237,0.00010672706,0.00000766446,0.0000094896395,0.0003377498],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99875,0.0002664883,0.0003449239,0.00012312029,0.00029202594,0.00022346927],"domain_scores_gemma":[0.9994982,0.00012944048,0.00016378483,0.000057525234,0.00013868047,0.000012371481],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017657164,0.000056407167,0.00011205756,0.0003441271,0.00054760417,0.000018266202,0.000085352796,0.000027391374,0.00016776161],"category_scores_gemma":[0.0002660585,0.000066954126,0.000017522656,0.001351997,0.000058890695,0.00024384931,0.000042285814,0.00023848949,0.0000010875233],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015808806,0.00045491513,0.35236588,0.00082182285,0.000055792487,0.000021388174,0.2795919,0.0040014214,0.006448839,0.12253055,0.0031178999,0.23043154],"study_design_scores_gemma":[0.0023050942,0.00006559377,0.14496627,0.00055343827,0.000010931815,0.0000021875833,0.62185854,0.0027617011,0.0065650237,0.008107368,0.2120111,0.00079274765],"about_ca_topic_score_codex":0.0050651687,"about_ca_topic_score_gemma":0.00044635765,"teacher_disagreement_score":0.34226665,"about_ca_system_score_codex":0.00023360859,"about_ca_system_score_gemma":0.00023015993,"threshold_uncertainty_score":0.7657054},"labels":[],"label_agreement":null},{"id":"W4312103149","doi":"10.1093/geroni/igac059.1615","title":"IDENTIFYING ASSISTED LIVING SAFETY PRIORITIES: A DELPHI PANEL WITH RESIDENT, FAMILY, AND PROFESSIONAL STAKEHOLDERS","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Delphi method; Stakeholder; Seriousness; Public relations; Stakeholder engagement; Delphi; Medical education; Business; Psychology; Medicine; Political science; Computer science","score_opus":0.18415575546994004,"score_gpt":0.3975806338614908,"score_spread":0.21342487839155075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312103149","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9933703,0.00021873474,0.001189855,0.0016438595,0.0012902371,0.0005665194,0.000016290272,0.000115455754,0.001588736],"genre_scores_gemma":[0.9958792,0.000016367136,0.00067660323,0.0006764243,0.00012086693,0.00020068965,0.000047423935,0.000029825642,0.0023525972],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99760544,0.00045283235,0.0007633049,0.000319222,0.00046415452,0.00039507254],"domain_scores_gemma":[0.9986365,0.00056704826,0.00037967353,0.0001809707,0.00020228984,0.00003354496],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00184363,0.0001384439,0.00021645498,0.0007379046,0.0016247431,0.00003220802,0.000118579,0.00006466805,0.00021288866],"category_scores_gemma":[0.00017893869,0.00013684006,0.00001630483,0.0020126775,0.000045717694,0.00025684905,0.00023648405,0.00085899583,0.0000030216852],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042497818,0.00013525256,0.74979997,0.0009239478,0.00006313954,0.00007843073,0.2064803,0.00015946267,0.0047552884,0.008506989,0.0137944585,0.014877777],"study_design_scores_gemma":[0.0009809638,0.000038266156,0.7054935,0.00093230855,0.000011260889,0.000011714899,0.2874151,0.000095738,0.0000058400847,0.00047010728,0.0043513635,0.00019384752],"about_ca_topic_score_codex":0.0008725827,"about_ca_topic_score_gemma":0.00023271766,"teacher_disagreement_score":0.080934785,"about_ca_system_score_codex":0.00047803353,"about_ca_system_score_gemma":0.00046786907,"threshold_uncertainty_score":0.99967504},"labels":[],"label_agreement":null},{"id":"W4312103152","doi":"10.1093/geroni/igac059.159","title":"A NATIONWIDE EXAMINATION OF MEDICARE PART B UTILIZATION DURING HOSPICE ELECTION","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Beneficiary; Medicine; Quarter (Canadian coin); Logistic regression; Family medicine; Fiscal year; Hospice care; Odds ratio; Palliative care; Business; Nursing; Finance; Geography; Internal medicine","score_opus":0.06884886029048075,"score_gpt":0.29299339275163605,"score_spread":0.2241445324611553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312103152","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97550845,0.00014587844,0.008525168,0.0036725013,0.0005288831,0.00026959679,0.000022803306,0.00004268597,0.011284058],"genre_scores_gemma":[0.99899465,0.000028389022,0.00010089153,0.00032241485,0.00005441685,0.00010676838,0.00007348472,0.000008583965,0.00031039448],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9988779,0.00003916127,0.0007132637,0.00017455209,0.00007500131,0.000120118704],"domain_scores_gemma":[0.9993649,0.000022331435,0.00042859308,0.00010447891,0.000070066475,0.000009615835],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013657971,0.00005205274,0.00011008267,0.001052775,0.00013136426,0.00001121511,0.000074786614,0.000024163768,0.00019505776],"category_scores_gemma":[0.0002478253,0.00007758702,0.000013489995,0.0021184993,0.00001001154,0.0001909077,0.000047688016,0.00011726503,0.000005400705],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000062447675,0.000071768736,0.048271034,0.00014765411,0.00001134129,0.0000011858306,0.0035600532,0.0018075361,0.00014565984,0.9321288,0.00015071183,0.013698003],"study_design_scores_gemma":[0.0011865246,0.00007434176,0.85040635,0.00006429845,0.0000030053598,0.000003482828,0.0022109004,0.011826715,0.0020757734,0.025188252,0.106668,0.00029232693],"about_ca_topic_score_codex":0.000561277,"about_ca_topic_score_gemma":0.000056553523,"teacher_disagreement_score":0.9069406,"about_ca_system_score_codex":0.00025729646,"about_ca_system_score_gemma":0.000018654617,"threshold_uncertainty_score":0.3163907},"labels":[],"label_agreement":null},{"id":"W4312103181","doi":"10.1093/geroni/igac059.2165","title":"BENEFITS OF VOLUNTEERING ON RESILIENCE WITH AGING: A CASE STUDY","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Resilience and Mental Health","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brock University","funders":"","keywords":"Gratitude; Dance; Psychological resilience; Psychology; Coping (psychology); Gerontology; Qualitative research; Social psychology; Sociology; Clinical psychology; Medicine; Social science","score_opus":0.04381401282987416,"score_gpt":0.3859530941195792,"score_spread":0.342139081289705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312103181","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9960957,0.00003250874,0.00007629498,0.00012394386,0.00020878644,0.00033654654,0.000002577027,0.000022203038,0.0031014425],"genre_scores_gemma":[0.99915874,4.3486375e-7,0.00006340311,0.00027830777,0.000018944615,0.00011673547,0.0000022586544,0.000009816567,0.000351332],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99890524,0.00007679227,0.00035429548,0.00023732887,0.00024222618,0.00018409295],"domain_scores_gemma":[0.99951553,0.000049611153,0.0001556882,0.00021947424,0.00004513479,0.000014563508],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005842825,0.000071946844,0.00010560711,0.00050426443,0.00013665925,0.000006943619,0.00011017811,0.000011188952,0.00009544208],"category_scores_gemma":[0.000011751271,0.000071103954,0.00000672081,0.0019230928,0.000022837465,0.00007295499,0.000051583917,0.00021386582,0.0000037639716],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013612235,0.00077919295,0.87143064,0.000029113184,0.000011510373,0.00089582393,0.053221107,0.017365474,0.00029193138,0.011425775,0.00008952612,0.044323787],"study_design_scores_gemma":[0.0030276324,0.002647865,0.6130586,0.00018243572,0.000008262705,0.0019018378,0.37673563,0.00045547588,0.0009561037,0.0001082773,0.00059511664,0.00032275834],"about_ca_topic_score_codex":0.0021227896,"about_ca_topic_score_gemma":0.00023919437,"teacher_disagreement_score":0.32351452,"about_ca_system_score_codex":0.00011375708,"about_ca_system_score_gemma":0.000036195383,"threshold_uncertainty_score":0.32090372},"labels":[],"label_agreement":null},{"id":"W4312103183","doi":"10.1093/geroni/igac059.2070","title":"WHO NEEDS THEIR NEIGHBORS? EXPLORING NEIGHBORHOOD DISPARITIES IN COGNITIVE FUNCTION THROUGH PATH ANALYSIS","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Psychology; Verbal fluency test; Cognition; Fluency; Developmental psychology; Neuropsychology; Psychiatry","score_opus":0.054118742849855635,"score_gpt":0.27093167956559283,"score_spread":0.2168129367157372,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312103183","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98581964,0.00006351121,0.008327855,0.00089812296,0.00014602397,0.0001794951,0.000012562616,0.000039382783,0.004513394],"genre_scores_gemma":[0.99786973,0.000025179197,0.0000570081,0.0015445574,0.0000400805,0.00019812408,0.00006479213,0.000012796105,0.00018771175],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986032,0.0000961925,0.00041997348,0.00027090832,0.00030763762,0.00030207948],"domain_scores_gemma":[0.9995868,0.00007860239,0.00015938423,0.00014073269,0.000015512847,0.000018950526],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005939737,0.00012615249,0.00019662136,0.00066959544,0.00023899377,0.00003634247,0.00011587473,0.000027385115,0.0012251848],"category_scores_gemma":[0.000027710137,0.00013479308,0.000035728106,0.009312801,0.000045574583,0.0007821306,0.000189125,0.00035025756,0.0000124617645],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023328055,0.00005577734,0.9799442,0.00000526816,0.000023094311,0.0000034382285,0.008071749,0.0042672856,0.00009391522,0.004052866,0.00012927243,0.0033298037],"study_design_scores_gemma":[0.00045552675,0.000054108415,0.972813,0.000025986064,0.000027945402,7.875056e-7,0.016550325,0.005440884,0.000054315777,0.0036743544,0.00071548723,0.00018725105],"about_ca_topic_score_codex":0.0050821193,"about_ca_topic_score_gemma":0.0019148013,"teacher_disagreement_score":0.012050099,"about_ca_system_score_codex":0.00040875675,"about_ca_system_score_gemma":0.0000197129,"threshold_uncertainty_score":0.99968785},"labels":[],"label_agreement":null},{"id":"W4312103217","doi":"10.1093/geroni/igac059.2042","title":"STRONGER MEMORY: EXPERIENCES OF OLDER ADULTS AND CAREGIVERS IN AN INTERVENTION PROGRAM FOR COGNITIVE PERFORMANCE","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Cognition; Psychology; Intervention (counseling); Cognitive decline; Test (biology); Dementia; Journaling file system; Gerontology; Clinical psychology; Medicine; Cognitive impairment; Psychiatry; Disease","score_opus":0.02120164703535317,"score_gpt":0.3555180412009375,"score_spread":0.33431639416558434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312103217","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.998489,0.000037306047,0.00013460836,0.000058995593,0.000044846623,0.0009986134,0.0000029818766,0.000010391639,0.00022322028],"genre_scores_gemma":[0.9984322,0.000002906623,0.00013080216,0.000031989646,0.000010844946,0.0012460524,0.00008386296,0.0000048266274,0.000056493944],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992998,0.0000360784,0.00022097732,0.0001445378,0.00017902283,0.00011954063],"domain_scores_gemma":[0.99965125,0.000023072014,0.00007323585,0.000036140736,0.00020399706,0.000012307819],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042948412,0.00004719391,0.00008741242,0.0004304093,0.000044431512,0.000009756114,0.000030033532,0.000011651895,0.000114658775],"category_scores_gemma":[0.000041417126,0.00004887758,0.000011636654,0.0006276783,0.000047592825,0.00018160707,0.00003651441,0.00009654259,1.0658439e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004909074,0.00040791582,0.5222613,0.00027391806,0.000008744214,0.0000036406764,0.045407373,0.0000031285745,0.00028320993,0.000031272783,0.000007270623,0.43082133],"study_design_scores_gemma":[0.00475466,0.0012869597,0.6269536,0.00047205618,0.000006533916,0.000002981229,0.35826814,0.0031233896,0.005043126,0.0000096261465,0.000019091907,0.00005985339],"about_ca_topic_score_codex":0.000035671866,"about_ca_topic_score_gemma":0.000011339142,"teacher_disagreement_score":0.43076146,"about_ca_system_score_codex":0.000046894616,"about_ca_system_score_gemma":0.000029797906,"threshold_uncertainty_score":0.19931698},"labels":[],"label_agreement":null},{"id":"W4312103218","doi":"10.1093/geroni/igac059.1396","title":"RACIAL AND ETHNIC VARIATIONS IN DEMENTIA DIAGNOSIS, SURVIVAL, AND END-OF-LIFE CARE QUALITY","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University; Toronto Metropolitan University","funders":"","keywords":"Ethnic group; Dementia; End-of-life care; Health care; Gerontology; Medicine; Presentation (obstetrics); Quality of life (healthcare); Psychology; Nursing; Palliative care; Sociology; Political science","score_opus":0.11206255049960309,"score_gpt":0.4542896284216544,"score_spread":0.3422270779220513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312103218","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99524057,0.0013554022,0.00016894529,0.001680252,0.00073699764,0.0002782511,0.000026454858,0.000017758282,0.0004953962],"genre_scores_gemma":[0.9992332,0.000070514696,0.00017723766,0.00018763608,0.000058478156,0.00017987927,0.000071647155,0.000007142182,0.000014259007],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983778,0.00050135376,0.0006441539,0.00015730133,0.0001611317,0.00015826593],"domain_scores_gemma":[0.9990579,0.00048431387,0.00023677477,0.00009502373,0.00010917168,0.000016822558],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014613746,0.00006107025,0.00016584738,0.00044558808,0.00030309043,0.0000053681483,0.000047393583,0.000046493817,0.00017960349],"category_scores_gemma":[0.0003570129,0.00007225862,0.00000875568,0.0014432224,0.000024449922,0.00008010345,0.00011554543,0.00033326706,5.848315e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015873034,0.000025831368,0.9342696,0.00012926022,0.000006179311,5.356135e-7,0.042848766,0.000020451427,0.00008535575,0.013401668,0.00020184198,0.008994602],"study_design_scores_gemma":[0.00087757595,0.00001688949,0.9449647,0.000045491317,0.0000067845335,1.10470324e-7,0.050504077,0.00002233405,0.000009746659,0.0011083863,0.0023682544,0.00007563674],"about_ca_topic_score_codex":0.0031696027,"about_ca_topic_score_gemma":0.0025929292,"teacher_disagreement_score":0.012293281,"about_ca_system_score_codex":0.000116327115,"about_ca_system_score_gemma":0.00020973905,"threshold_uncertainty_score":0.47915122},"labels":[],"label_agreement":null},{"id":"W4312103270","doi":"10.1093/geroni/igac059.1884","title":"COMMUNITY MOBILITY PATTERNS OF OLDER ADULTS DURING THE COVID-19 PANDEMIC","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; Baycrest Hospital; Lakehead University; University of Ottawa","funders":"","keywords":"Pandemic; Anxiety; Coronavirus disease 2019 (COVID-19); Gerontology; Public health; TRIPS architecture; Medicine; Scale (ratio); Psychology; Demography; Geography; Psychiatry; Sociology; Nursing; Disease; Infectious disease (medical specialty)","score_opus":0.07029283845906568,"score_gpt":0.3867509069459145,"score_spread":0.3164580684868488,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312103270","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9914048,0.000022886514,0.00011477137,0.007585253,0.00018659841,0.00022990863,0.000015557524,0.000032155378,0.00040812217],"genre_scores_gemma":[0.9945401,0.000010067782,0.000006735464,0.0052196765,0.000030555686,0.0000586159,0.0000069300527,0.0000032242617,0.00012407555],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984166,0.00073399156,0.0003493108,0.000073058254,0.00024792715,0.00017913652],"domain_scores_gemma":[0.9992154,0.00039341612,0.00014465505,0.00016276147,0.000058718964,0.00002503907],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0040751114,0.000039716993,0.00008220912,0.000102833714,0.0013436694,0.000014683849,0.00024151089,0.00002060368,0.0003299627],"category_scores_gemma":[0.0006609359,0.000036255602,0.00001579615,0.00083921483,0.00006678348,0.000080277125,0.00012560685,0.0003862025,4.3681374e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000063762664,0.000031018186,0.9256524,0.00013348485,0.000001304828,3.7083586e-7,0.06759728,0.00012273244,0.000004110519,0.005763723,0.000049431073,0.00063779164],"study_design_scores_gemma":[0.00027050017,0.0000030183514,0.9033962,0.000020336322,6.03039e-7,5.6616904e-7,0.089926004,0.000020259255,0.0000057568914,0.00065613544,0.005659865,0.00004073974],"about_ca_topic_score_codex":0.09878412,"about_ca_topic_score_gemma":0.0152199725,"teacher_disagreement_score":0.08356415,"about_ca_system_score_codex":0.00043446044,"about_ca_system_score_gemma":0.00019442278,"threshold_uncertainty_score":0.9999564},"labels":[],"label_agreement":null},{"id":"W4312103282","doi":"10.1093/geroni/igac059.1870","title":"HEALTH SURVEILLANCE OF PERSONS LIVING WITH DEMENTIA AND CAREGIVER DYADS","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Queen's University; University of Calgary; University of Alberta; University of Ottawa","funders":"","keywords":"Dementia; Dyad; Gerontology; Ethnic group; Activities of daily living; Medical diagnosis; Medicine; Psychology; Psychiatry; Disease","score_opus":0.018631509469280307,"score_gpt":0.3154427837315921,"score_spread":0.2968112742623118,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312103282","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99456376,0.00022212385,0.0010509636,0.0022656803,0.000022147111,0.0001850115,0.0000042901065,0.00001105923,0.0016749881],"genre_scores_gemma":[0.9991379,0.000010327815,0.00021207843,0.00040752848,0.000010307145,0.000026559916,0.000015336025,0.00000636196,0.00017363361],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99923086,0.000064822765,0.00017855065,0.00012211651,0.00026583762,0.00013780655],"domain_scores_gemma":[0.99968886,0.0000400714,0.00008434626,0.00006318681,0.00010575348,0.000017765366],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007376726,0.00004486294,0.00011086124,0.0003322673,0.000089424815,0.00000751967,0.000026846681,0.0000060856246,0.00017526165],"category_scores_gemma":[0.00003228316,0.00004292834,0.0000065862832,0.00093389204,0.000033740653,0.000046888275,0.0000604292,0.00012966442,2.757162e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001884499,0.000051405117,0.98931843,0.00009655917,0.000024853909,0.0000058143482,0.001980592,0.000008131509,0.0006196186,0.0003576007,0.00017712398,0.0073409984],"study_design_scores_gemma":[0.0007135957,0.0002616373,0.99325997,0.00011118612,0.00000403161,0.000019346191,0.004607782,0.0002283441,0.00012785125,0.000012636886,0.0006101756,0.000043428026],"about_ca_topic_score_codex":0.00017118965,"about_ca_topic_score_gemma":0.000030746673,"teacher_disagreement_score":0.0072975704,"about_ca_system_score_codex":0.00006635163,"about_ca_system_score_gemma":0.00012310175,"threshold_uncertainty_score":0.19189923},"labels":[],"label_agreement":null},{"id":"W4312103284","doi":"10.1093/geroni/igac059.1241","title":"ORGANIZATIONAL CONTEXT'S EFFECT ON CARE AIDES' PSYCHOLOGICAL EMPOWERMENT IN WESTERN CANADA","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary; University of Alberta","funders":"","keywords":"Empowerment; Competence (human resources); Psychology; Context (archaeology); Nursing; Social capital; Social psychology; Medicine; Sociology; Political science; Geography","score_opus":0.027720485912656828,"score_gpt":0.3824979591606677,"score_spread":0.3547774732480109,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312103284","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9926878,0.000043390613,0.000016965732,0.002858451,0.0018868392,0.0003965177,0.000015537222,0.000029097335,0.0020653699],"genre_scores_gemma":[0.9960843,7.164771e-7,0.000011740946,0.003215862,0.000094154646,0.00013704217,0.00018601584,0.000012491248,0.00025767504],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984371,0.00036692718,0.00046324442,0.00021058157,0.0002922807,0.00022985063],"domain_scores_gemma":[0.999367,0.0002591523,0.0001294631,0.000121803976,0.00010555463,0.000017024304],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000528397,0.000087666864,0.00014754107,0.00032752389,0.00030062036,0.0000058278274,0.00010082753,0.000043636905,0.0005261498],"category_scores_gemma":[0.00012545292,0.000087303866,0.000008934904,0.00160191,0.000008760716,0.000029733887,0.00006183618,0.0005495214,0.000009642808],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007024219,0.00003831122,0.97859806,0.000039794748,0.000002687875,0.000030412439,0.008198765,0.00021526564,0.00010496739,0.0015695511,0.0073031303,0.003828818],"study_design_scores_gemma":[0.0027220726,0.0002854238,0.9402214,0.00017137892,0.0000030330068,0.000003771926,0.031169733,0.000017821032,0.000084136314,0.0003415878,0.02476066,0.00021892902],"about_ca_topic_score_codex":0.05551402,"about_ca_topic_score_gemma":0.12085502,"teacher_disagreement_score":0.065341,"about_ca_system_score_codex":0.001464678,"about_ca_system_score_gemma":0.00033948824,"threshold_uncertainty_score":0.9507754},"labels":[],"label_agreement":null},{"id":"W4312103298","doi":"10.1093/geroni/igac059.2268","title":"THE EQUIVALENCE OF CANTAB AS A COGNITIVE FUNCTION MEASURE FOR CHINESE STROKE SURVIVORS: A PILOT STUDY","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cambridge Neuropsychological Test Automated Battery; Equivalence (formal languages); Cognition; Recall; Psychology; Stroke (engine); Gerontology; Medicine; Cognitive psychology; Working memory; Psychiatry; Mathematics; Spatial memory","score_opus":0.04757333746336629,"score_gpt":0.36473928080514534,"score_spread":0.31716594334177906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312103298","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99405503,0.00006563765,0.0015936015,0.0005006446,0.00016823769,0.001733035,0.000022320173,0.000018277839,0.001843233],"genre_scores_gemma":[0.99812543,0.0000026767261,0.000010101204,0.0001614714,0.000048164893,0.00087981566,0.000037546397,0.000011626178,0.0007231769],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99845296,0.00015481494,0.00037034907,0.00018507898,0.00063839415,0.00019840965],"domain_scores_gemma":[0.9986692,0.00032185804,0.0001411585,0.00010648569,0.0007440953,0.000017193226],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024020511,0.000083329534,0.00013542554,0.00035596508,0.00027122232,0.00002077313,0.00007861912,0.000008030691,0.00012071932],"category_scores_gemma":[0.00077683904,0.00006396066,0.000021992426,0.0015584308,0.000043504286,0.000081622966,0.00008879044,0.00022243548,0.0000017427125],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029166122,0.0010624477,0.9574799,0.0000593942,0.00013025352,0.000008378809,0.0013943907,0.0000063859547,0.013495919,0.00053904153,0.000047285706,0.022859976],"study_design_scores_gemma":[0.0059481533,0.008117121,0.95409423,0.00009583404,0.0000730463,0.000009609586,0.029112462,0.0003876546,0.0011554695,0.0006853074,0.00021889921,0.00010221227],"about_ca_topic_score_codex":0.0004966645,"about_ca_topic_score_gemma":0.000267696,"teacher_disagreement_score":0.02771807,"about_ca_system_score_codex":0.0000813467,"about_ca_system_score_gemma":0.00018568989,"threshold_uncertainty_score":0.260824},"labels":[],"label_agreement":null},{"id":"W4312103299","doi":"10.1093/geroni/igac059.1960","title":"FUTURE TIME PERSPECTIVE MODULATES AFFECTIVE REACTIVITY TO SOCIAL PROBLEMS DURING THE PANDEMIC","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Psychological and Temporal Perspectives Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Socioemotional selectivity theory; Affect (linguistics); Psychology; Context (archaeology); Vulnerability (computing); Perspective (graphical); Social vulnerability; Psychological intervention; Developmental psychology; Social psychology; Psychiatry","score_opus":0.0426773459744066,"score_gpt":0.371269431355296,"score_spread":0.3285920853808894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312103299","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9643062,0.00006197114,0.00006282991,0.010148842,0.00031271914,0.00064463576,0.00002273795,0.00010763528,0.024332449],"genre_scores_gemma":[0.99675107,0.0000010427713,0.000015338455,0.00041307238,0.000425952,0.00046976408,0.000007687659,0.000018060058,0.0018980235],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99810785,0.00046109303,0.00024804563,0.0004923216,0.00032132526,0.000369391],"domain_scores_gemma":[0.99938554,0.00012141179,0.00011380165,0.00019609183,0.00015935533,0.000023819035],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010506544,0.00013692144,0.00016535012,0.00043641237,0.00062286406,0.00003813009,0.0002846093,0.00006109939,0.0012079075],"category_scores_gemma":[0.00007531153,0.00010920148,0.000044553704,0.0031888816,0.0000755707,0.000113942675,0.00022875662,0.00097369286,0.000093422015],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014977551,0.0018583258,0.2416338,0.000035640784,0.00035197704,0.0001428052,0.30116892,0.001448003,0.22143106,0.18062598,0.0075314385,0.04227429],"study_design_scores_gemma":[0.0007834517,0.00012086725,0.93762827,0.0000069737107,0.0000025720176,0.000026948032,0.038233157,0.0000656649,0.00011010515,0.019205507,0.003599703,0.00021675961],"about_ca_topic_score_codex":0.0004600896,"about_ca_topic_score_gemma":0.000029773972,"teacher_disagreement_score":0.6959945,"about_ca_system_score_codex":0.00075235736,"about_ca_system_score_gemma":0.000024405557,"threshold_uncertainty_score":0.99970514},"labels":[],"label_agreement":null},{"id":"W4312103303","doi":"10.1093/geroni/igac059.2500","title":"CORRELATES OF JOB SATISFACTION AMONG FULL-TIME EMPLOYED OLDER ADULTS WITH CHRONIC CONDITIONS","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Job satisfaction; Stressor; Workforce; Feeling; Social support; Psychology; Aging in the American workforce; Medicine; Gerontology; Demography; Social psychology; Clinical psychology","score_opus":0.01211937880595742,"score_gpt":0.32565032580430897,"score_spread":0.31353094699835155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312103303","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99536365,0.000043567314,0.0005016855,0.00070881785,0.0004931043,0.0009495249,0.000018079747,0.00010640181,0.0018151395],"genre_scores_gemma":[0.99795216,0.0000061848746,0.0001251828,0.00030482243,0.00009695027,0.00051924307,0.00017269384,0.000029415696,0.00079336076],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99788505,0.0003133057,0.0008854822,0.0002350109,0.000287493,0.0003936705],"domain_scores_gemma":[0.9986189,0.00034769374,0.00057681144,0.00019262984,0.00022514738,0.0000388363],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008435754,0.00012158101,0.00021218577,0.00063036906,0.0009340311,0.000005671823,0.00008220078,0.000081625745,0.0030141468],"category_scores_gemma":[0.00007889672,0.00012556945,0.000017713783,0.0021399627,0.00005038402,0.00021869689,0.00007258507,0.0009222639,0.000046877325],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009564622,0.000020292235,0.9857623,0.00023625126,0.000010606826,0.0000026582404,0.004953981,0.0019866603,0.00048914395,0.0032294237,0.0023429617,0.00087005534],"study_design_scores_gemma":[0.0019720183,0.00010721594,0.9899416,0.0009846955,0.000008310428,0.000003964602,0.003622316,0.0024795025,0.000045666337,0.00042849508,0.00026232254,0.00014390366],"about_ca_topic_score_codex":0.0012862097,"about_ca_topic_score_gemma":0.0007639977,"teacher_disagreement_score":0.00417927,"about_ca_system_score_codex":0.00054743874,"about_ca_system_score_gemma":0.00043003308,"threshold_uncertainty_score":0.9978972},"labels":[],"label_agreement":null},{"id":"W4312103323","doi":"10.1093/geroni/igac059.1590","title":"THE BLUES AND OLDER MINORITY MUSICIANS: MORE THAN JUST MUSIC XXIX","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Music History and Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Blues; Jazz; Studio; Visual arts; Art history; Musical; Art; Thriving; Popular music; Call and response; Gospel; History; Sociology; Literature; Music history","score_opus":0.042965985994139415,"score_gpt":0.24596415458664958,"score_spread":0.20299816859251016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312103323","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95237917,0.00032658913,0.0000072092507,0.0016254236,0.00097244,0.00012856782,0.000011575138,0.0000425004,0.044506535],"genre_scores_gemma":[0.9854857,0.0000017939363,0.000008757508,0.0028280693,0.0004358891,0.000053503372,0.000021212116,0.000006340804,0.011158784],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993668,0.000041655923,0.00019936166,0.0001295991,0.00014309477,0.000119497236],"domain_scores_gemma":[0.9997104,0.00002904545,0.00008244007,0.000109309425,0.00006098967,0.000007810355],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00032100966,0.00007197666,0.00006572011,0.00009383229,0.0014096429,0.00012309015,0.00009643133,0.000013452591,0.0023828698],"category_scores_gemma":[0.000015347252,0.000056574267,0.000013415898,0.00018377994,0.00013421803,0.000149093,0.000055529363,0.00021408076,0.000004252696],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006026212,0.00003062957,0.0014044091,0.000024764064,0.000008697725,0.000005916033,0.43399498,0.000011212702,0.000125895,0.47187978,0.0862191,0.0062885876],"study_design_scores_gemma":[0.00015499294,0.000008505939,0.0035327089,0.00001242112,0.00000431752,0.00000233188,0.09719781,0.000062757295,0.0000074532104,0.0018450562,0.8970778,0.00009383724],"about_ca_topic_score_codex":0.00017057877,"about_ca_topic_score_gemma":0.0017887984,"teacher_disagreement_score":0.8108587,"about_ca_system_score_codex":0.00004435586,"about_ca_system_score_gemma":0.00001706271,"threshold_uncertainty_score":0.9998904},"labels":[],"label_agreement":null},{"id":"W4312103324","doi":"10.1093/geroni/igac059.1255","title":"IS THE HEALTH OF OLDER AMERICANS WITH A GED EQUIVALENT TO THEIR PEERS WITH A HIGH SCHOOL DIPLOMA?","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Socioeconomic status; Gerontology; Educational attainment; Odds; Activities of daily living; Cognitive impairment; Cognition; Psychology; Medicine; Poverty; Cognitive skill; Logistic regression; Population; Psychiatry; Environmental health","score_opus":0.042783912232352575,"score_gpt":0.36096019841230437,"score_spread":0.3181762861799518,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312103324","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8351584,0.000028314109,0.0010013571,0.16243906,0.00008611116,0.0004523957,0.000011819619,0.00002422935,0.0007982712],"genre_scores_gemma":[0.9638634,0.0000074162854,0.0005201492,0.035162326,0.00003961071,0.000121999095,0.0000032390944,0.0000086199025,0.00027323878],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99862856,0.00017175716,0.00029265857,0.00014176621,0.00045915585,0.00030609305],"domain_scores_gemma":[0.99939346,0.00010640224,0.00019415843,0.00014047045,0.00011326604,0.000052242725],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001256187,0.00006589934,0.000142559,0.00017901567,0.0005790964,0.000028919858,0.00018121942,0.000009715841,0.00019404826],"category_scores_gemma":[0.000065244014,0.00004345398,0.000011465675,0.0026589667,0.00008907423,0.00007862768,0.00004984915,0.00017992109,0.0000011148933],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007478599,0.00006862516,0.7442061,0.00008740503,0.000025034022,0.0000018818389,0.16975196,0.0006888412,0.0000119301385,0.07428979,0.0043558716,0.006437808],"study_design_scores_gemma":[0.0007190527,0.000264574,0.667508,0.00018616953,0.0000033655363,0.0000014332458,0.28269055,0.000048055666,0.00004527803,0.0008167266,0.047526322,0.0001904824],"about_ca_topic_score_codex":0.028410636,"about_ca_topic_score_gemma":0.002639525,"teacher_disagreement_score":0.12870497,"about_ca_system_score_codex":0.00035060252,"about_ca_system_score_gemma":0.00071178394,"threshold_uncertainty_score":0.97805923},"labels":[],"label_agreement":null},{"id":"W4312103326","doi":"10.1093/geroni/igac059.1874","title":"NONVERBAL STRATEGIES TO ENHANCE PERSON-CENTERED COMMUNICATION WITH PEOPLE LIVING WITH DEMENTIA","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Language, Discourse, Communication Strategies","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Nonverbal communication; Gesture; Psychology; Dementia; Gaze; Augmentative and alternative communication; Cognitive psychology; Communication; Medicine; Computer science; Psychiatry; Disease; Artificial intelligence","score_opus":0.03782562492982676,"score_gpt":0.28850536142881894,"score_spread":0.25067973649899217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312103326","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9320574,0.00023871337,0.0023955116,0.0028797516,0.00009191293,0.00035413064,0.000014681819,0.00013857393,0.061829317],"genre_scores_gemma":[0.9968738,0.0000057328452,0.0015722204,0.00047789034,0.000040679588,0.00025190046,0.00007846732,0.000024376843,0.00067491113],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9988475,0.00014090673,0.00030170052,0.00020280431,0.0003022035,0.00020492573],"domain_scores_gemma":[0.9989676,0.00008593625,0.00022305112,0.0004880973,0.00021830044,0.000017045331],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00044705527,0.00013654621,0.00013577519,0.00034157714,0.0007003559,0.00046627052,0.00042905795,0.000011405299,0.0012155166],"category_scores_gemma":[0.000012108023,0.00012449035,0.0000128187385,0.0006085375,0.000090814465,0.0007469829,0.00016432468,0.00027169922,0.000011158758],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005357845,0.00018231703,0.016161833,0.000049352562,0.00008069311,0.0000028741713,0.48281115,0.0018801956,0.0004228642,0.49568075,0.0008975403,0.0017768438],"study_design_scores_gemma":[0.00048992963,0.0001692457,0.013848239,0.0002954691,0.000024069739,0.000009267885,0.9702702,0.00045539366,0.00016869369,0.000573306,0.013263355,0.00043281598],"about_ca_topic_score_codex":0.0010979817,"about_ca_topic_score_gemma":0.0099777905,"teacher_disagreement_score":0.49510744,"about_ca_system_score_codex":0.000113105845,"about_ca_system_score_gemma":0.00012449521,"threshold_uncertainty_score":0.9996975},"labels":[],"label_agreement":null},{"id":"W4312103347","doi":"10.1093/geroni/igac059.1850","title":"ASSOCIATION BETWEEN PERCEIVED CONTROL AND COGNITIVE FUNCTION AMONG STROKE SURVIVORS IN CHINA: A LONGITUDINAL STUDY","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cognition; Montreal Cognitive Assessment; Stroke (engine); Association (psychology); Psychological intervention; Medicine; Longitudinal study; Perceived control; Psychology; Cognitive impairment; Clinical psychology; Gerontology; Psychiatry; Developmental psychology","score_opus":0.022277588738784167,"score_gpt":0.31639494960787096,"score_spread":0.2941173608690868,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312103347","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99691284,0.000015639966,0.00053015363,0.00048451446,0.00007261315,0.0010861936,0.000014345783,0.00002569629,0.0008580132],"genre_scores_gemma":[0.998924,0.0000015811668,0.0000053928375,0.000106281484,0.000056401666,0.00026329933,0.00008903745,0.000011302902,0.0005427123],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99822307,0.0003102083,0.00039966626,0.00026658058,0.0005625505,0.00023792416],"domain_scores_gemma":[0.9993724,0.00017973282,0.00015028959,0.00005456455,0.00021725052,0.000025714582],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022079109,0.00009856509,0.00021333576,0.00091838784,0.000150221,0.000037975416,0.000032702395,0.000030541603,0.00016825151],"category_scores_gemma":[0.00032547564,0.000108290726,0.000017510027,0.0013819708,0.000022926512,0.00018355373,0.00006104681,0.0004902473,0.0000019009576],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002016501,0.00030749518,0.99010247,0.000015541307,0.00015102682,0.000028875233,0.0015801392,0.000005228503,0.0003075023,0.000018158868,0.000007960288,0.00727398],"study_design_scores_gemma":[0.006829137,0.00058556313,0.98370486,0.000044002518,0.0001159459,0.0000016013273,0.00814694,0.00038948515,0.000015693675,0.00006208115,0.00001563986,0.000089031986],"about_ca_topic_score_codex":0.0007892044,"about_ca_topic_score_gemma":0.00042727002,"teacher_disagreement_score":0.007184948,"about_ca_system_score_codex":0.00030829446,"about_ca_system_score_gemma":0.00005285575,"threshold_uncertainty_score":0.44159675},"labels":[],"label_agreement":null},{"id":"W4312103358","doi":"10.1093/geroni/igac059.1520","title":"SUPPORTING NURSING HOME MANAGERS TO ACT ON PERFORMANCE FEEDBACK DATA: A PROVINCEWIDE IMPLEMENTATION","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University; Translational Research in Oncology; University of Calgary; Michael Smith Health Research BC; University of Alberta","funders":"","keywords":"Interim; Fidelity; Long-term care; Intervention (counseling); Adaptation (eye); Process (computing); Nursing; Process management; Business; Psychology; Medicine; Computer science; Geography","score_opus":0.07277578090668212,"score_gpt":0.4635075639988662,"score_spread":0.3907317830921841,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312103358","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98780245,0.000012005137,0.0005222658,0.0063173114,0.0015846571,0.00083436246,0.00003059252,0.00009512762,0.0028012493],"genre_scores_gemma":[0.9962048,0.0000023619227,0.0006318995,0.0016861701,0.00021195246,0.00016942785,0.00057900813,0.000024521187,0.00048986764],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9978466,0.00016845613,0.0007799065,0.00036441194,0.00035121889,0.00048939465],"domain_scores_gemma":[0.9990089,0.0001159465,0.0003740024,0.00038069903,0.000090792804,0.000029674853],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019563707,0.00011256703,0.0001536771,0.0008513905,0.00092368503,0.000024340583,0.00027658534,0.000030030958,0.0003565743],"category_scores_gemma":[0.00007976771,0.00012829315,0.000012205463,0.002432213,0.000011543461,0.0003528474,0.00020530929,0.0005060876,0.000045206976],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021650105,0.0001123035,0.29464415,0.00024994358,0.000016300773,0.000013483691,0.046632897,0.0013660492,0.0015450947,0.0028513852,0.07522518,0.57712674],"study_design_scores_gemma":[0.0030168083,0.00036985264,0.7127577,0.0008382861,0.000027828475,0.000007254895,0.19886278,0.0025230518,0.00046571827,0.0008429871,0.07959629,0.00069144997],"about_ca_topic_score_codex":0.00027565402,"about_ca_topic_score_gemma":0.00005013753,"teacher_disagreement_score":0.57643527,"about_ca_system_score_codex":0.0010039492,"about_ca_system_score_gemma":0.00025443133,"threshold_uncertainty_score":0.7104332},"labels":[],"label_agreement":null},{"id":"W4312103443","doi":"10.1093/geroni/igac059.094","title":"EARLY DETECTION AND MANAGEMENT OF FRAILTY IN PRIMARY CARE: VALIDATION OF THE EFI-CGA WITH ELECTRONIC HEALTH RECORDS","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority; Fraser Health","funders":"","keywords":"Intraclass correlation; Medicine; Gerontology; Internal medicine; Psychometrics; Clinical psychology","score_opus":0.015890088789274535,"score_gpt":0.2697837214657454,"score_spread":0.25389363267647086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312103443","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969925,0.00011561637,0.0006039582,0.0011217553,0.00007142192,0.0005492772,0.0000023183256,0.000010957856,0.00053218525],"genre_scores_gemma":[0.9992486,0.000026263,0.0003636323,0.00019904964,0.000008544762,0.00005909931,0.00002243749,0.000009156183,0.00006317552],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990376,0.00006542654,0.0003800526,0.00013392947,0.0002617791,0.00012120263],"domain_scores_gemma":[0.99950546,0.000017167495,0.00024076292,0.00015414019,0.000075698816,0.0000067488745],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047424348,0.000057433193,0.00012796035,0.00032324178,0.000044137763,0.0000034102866,0.00004840807,0.000015502479,0.000006166574],"category_scores_gemma":[0.000011282469,0.000050698152,0.000008742483,0.0017878895,0.000024251649,0.00006580856,0.000053362466,0.00022464298,8.5372434e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036237977,0.00015769666,0.7793393,0.0021787004,0.000051463285,0.00000412361,0.009122633,0.0013160552,0.012949963,0.002054843,0.000037785856,0.19242504],"study_design_scores_gemma":[0.0017860833,0.00033894155,0.9877338,0.00043236304,0.00000840129,0.000009339928,0.0011991602,0.0001079893,0.007840762,0.00020450001,0.000285763,0.0000529439],"about_ca_topic_score_codex":0.0005628122,"about_ca_topic_score_gemma":0.00013097384,"teacher_disagreement_score":0.20839444,"about_ca_system_score_codex":0.00062857266,"about_ca_system_score_gemma":0.00011590934,"threshold_uncertainty_score":0.20674106},"labels":[],"label_agreement":null},{"id":"W4312103452","doi":"10.1093/geroni/igac059.1239","title":"CONTEXT AND TRUST: DIRECT CARE WORKER RELATIONSHIPS, CARE PRACTICES, FACILITATION, AND IMPLEMENTATION OF INNOVATIONS","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta; University of Toronto","funders":"","keywords":"Facilitation; Context (archaeology); Interpersonal communication; Health care; Public relations; Nursing; Interpersonal relationship; Business; Psychology; Knowledge management; Medicine; Social psychology; Political science; Geography; Computer science","score_opus":0.07153264218294911,"score_gpt":0.43009596222072194,"score_spread":0.3585633200377728,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312103452","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99341935,0.0015424336,0.00017427604,0.0019508131,0.0003789797,0.0006626777,0.00009426129,0.00003861611,0.001738609],"genre_scores_gemma":[0.998291,0.000021585041,0.00057080394,0.00016256892,0.000041412928,0.00024037443,0.0004906726,0.000012144883,0.00016944841],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99825823,0.0003995707,0.00075849134,0.00021444062,0.00020687951,0.00016236727],"domain_scores_gemma":[0.9979013,0.00048495983,0.00078970613,0.00012958056,0.0006780091,0.000016453552],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00089462334,0.0000902116,0.00015684648,0.0007167582,0.0009399475,0.000013587804,0.000047751288,0.000053788623,0.000119614284],"category_scores_gemma":[0.0004107945,0.00010413534,0.000010240515,0.0022238344,0.000036087848,0.00026785137,0.00007575277,0.0004516973,0.0000012465129],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001990888,0.000008079085,0.77521694,0.0001638902,0.00000851609,5.012806e-7,0.18637584,0.00002599673,0.00014551343,0.0072583165,0.001118177,0.029658297],"study_design_scores_gemma":[0.0006908464,0.000028594655,0.4090708,0.000043653028,0.000011404301,8.8972337e-7,0.574348,0.000017544347,0.000028751141,0.000320874,0.01536545,0.0000732241],"about_ca_topic_score_codex":0.0017170134,"about_ca_topic_score_gemma":0.0009629755,"teacher_disagreement_score":0.38797215,"about_ca_system_score_codex":0.0002626491,"about_ca_system_score_gemma":0.00024913298,"threshold_uncertainty_score":0.7229411},"labels":[],"label_agreement":null},{"id":"W4312103492","doi":"10.1093/geroni/igac059.1470","title":"ASSESSING THE PSYCHOMETRIC PROPERTIES OF THE GERIATRIC SUICIDE IDEATION SCALE (GSIS) IN MIDDLE-AGED AND OLDER MEN","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University; Western University","funders":"","keywords":"Suicidal ideation; Psychology; Clinical psychology; Loneliness; Context (archaeology); Construct validity; Life satisfaction; Poison control; Suicide prevention; Psychiatry; Gerontology; Psychometrics; Medicine; Social psychology; Medical emergency","score_opus":0.07568766868717725,"score_gpt":0.33590128295246907,"score_spread":0.2602136142652918,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312103492","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9931576,0.0012723698,0.00007354287,0.0015418628,0.0002997751,0.0003344912,0.0000011123741,0.000016383518,0.0033028447],"genre_scores_gemma":[0.99910784,0.00001151235,0.00003615201,0.00042504066,0.00003496976,0.00015964158,0.00000236559,0.000011073114,0.00021138786],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99859565,0.000311097,0.000509306,0.00019181074,0.00022661252,0.00016549924],"domain_scores_gemma":[0.99935186,0.00014247907,0.0002407591,0.00019691011,0.00006303293,0.0000049709483],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014482276,0.00008849506,0.00014246922,0.00085114664,0.00026234222,0.000043184933,0.00016548156,0.000027363018,0.0000651716],"category_scores_gemma":[0.0001229992,0.000059343052,0.00001948526,0.0058818306,0.00005554972,0.0001564978,0.00012133454,0.0002733885,0.0000010492636],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015173985,0.00005981136,0.9738273,0.00002283556,0.00001808697,7.5260533e-7,0.014298296,0.00013131335,0.0056986455,0.0008012775,0.00017680925,0.004949706],"study_design_scores_gemma":[0.0005875893,0.0000094790985,0.97361404,0.000021203912,0.000007656702,0.0000043847986,0.024496501,0.00014606539,0.0005755099,0.00040591348,0.000057413734,0.00007422947],"about_ca_topic_score_codex":0.0006467485,"about_ca_topic_score_gemma":0.00005847511,"teacher_disagreement_score":0.010198206,"about_ca_system_score_codex":0.00007695929,"about_ca_system_score_gemma":0.000022867549,"threshold_uncertainty_score":0.28260246},"labels":[],"label_agreement":null},{"id":"W4312103539","doi":"10.1093/geroni/igac059.1451","title":"MULTISTAGE SAMPLING FOR TRANSLATIONAL COMMUNITY RESEARCH: ZOOMING OUT TO HONE IN ON PLACE-BASED HEALTH DISPARITIES","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Generalizability theory; Thriving; Health equity; Public relations; Implementation; Sociology; Sampling frame; Social capital; Psychology; Computer science; Political science; Health care; Economic growth; Social science; Economics; Population","score_opus":0.5002019794926251,"score_gpt":0.5688257472857342,"score_spread":0.06862376779310908,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312103539","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8006971,0.000087285596,0.023941455,0.16849776,0.0010905237,0.003537674,0.0003965465,0.00011782896,0.0016338626],"genre_scores_gemma":[0.93941295,0.0000026974146,0.0066412413,0.051335514,0.00010896901,0.0015526285,0.00054467673,0.000029608429,0.00037170333],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99517655,0.0023415561,0.0010883627,0.00022630193,0.00046922325,0.00069802965],"domain_scores_gemma":[0.9933411,0.0059265527,0.00019540716,0.00025951082,0.00022026121,0.000057202953],"candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0149855325,0.00011293132,0.00028088604,0.0017185673,0.003370585,0.0000152155535,0.00022635149,0.000059182305,0.00008922442],"category_scores_gemma":[0.0008315504,0.00013419997,0.000023852672,0.0017119285,0.000028089407,0.00010797048,0.00011929524,0.0027386707,0.000008617108],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018372287,0.00069039606,0.6603818,0.003990803,0.000014836848,0.000006465393,0.15247604,0.022106381,0.00079592416,0.10083676,0.029467294,0.02739606],"study_design_scores_gemma":[0.012241081,0.0007730192,0.5869708,0.0019749806,0.0000031947895,6.7915516e-7,0.07015926,0.011120622,0.0000751474,0.01540317,0.30052403,0.00075399486],"about_ca_topic_score_codex":0.0049219313,"about_ca_topic_score_gemma":0.009783558,"teacher_disagreement_score":0.27105674,"about_ca_system_score_codex":0.0025750198,"about_ca_system_score_gemma":0.0020009968,"threshold_uncertainty_score":0.999562},"labels":[],"label_agreement":null},{"id":"W4312103552","doi":"10.1093/geroni/igac059.1172","title":"MEASURING OLDER ADULT LONELINESS ACROSS COUNTRIES","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Loneliness; Psychology; Spouse; Scale (ratio); Construct (python library); UCLA Loneliness Scale; Developing country; Construct validity; Developmental psychology; Social psychology; Geography; Psychometrics; Political science; Computer science; Economics","score_opus":0.05746181054794172,"score_gpt":0.3722885517557114,"score_spread":0.31482674120776966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312103552","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.972134,0.00007679304,0.0004044306,0.02275333,0.0010534506,0.00014969928,0.000009003968,0.00006986223,0.0033494416],"genre_scores_gemma":[0.9903754,0.000016679243,0.00006969308,0.008590042,0.00018259208,0.00005833935,0.000006938173,0.0000068004742,0.00069352443],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986851,0.000097414384,0.00033691322,0.00012372645,0.00041403787,0.00034276245],"domain_scores_gemma":[0.9994858,0.000094287854,0.00009538336,0.00007419472,0.00022936189,0.000020981945],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018804941,0.000050551113,0.00008864984,0.00012445904,0.0011914052,0.00008351704,0.00014134117,0.000024310177,0.00026824497],"category_scores_gemma":[0.0003522675,0.00005928794,0.000011963617,0.0013653026,0.000053724532,0.00020965205,0.00006829366,0.00017594923,0.00000732607],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000060312614,0.000019273526,0.68977576,0.00006530922,0.0000026603484,0.0000060720354,0.061941445,0.0003719083,0.0000048021207,0.24249561,0.0012300337,0.0040811044],"study_design_scores_gemma":[0.00083659595,0.0000065464787,0.46503487,0.00012399795,0.0000019139752,0.0000018406156,0.16737585,0.00027156848,0.00009585422,0.0036835135,0.36224645,0.00032097875],"about_ca_topic_score_codex":0.007508722,"about_ca_topic_score_gemma":0.0028369378,"teacher_disagreement_score":0.36101642,"about_ca_system_score_codex":0.00030024748,"about_ca_system_score_gemma":0.00019453252,"threshold_uncertainty_score":0.9991004},"labels":[],"label_agreement":null},{"id":"W4312103563","doi":"10.1093/geroni/igac059.1179","title":"A SCOPING REVIEW OF OUTCOMES IN ELDER ABUSE INTERVENTION RESEARCH: THE CURRENT LANDSCAPE AND WHERE TO GO NEXT","year":2022,"lang":"en","type":"review","venue":"Innovation in Aging","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wellesley Institute; Ontario Council of University Libraries; University of Toronto","funders":"","keywords":"CINAHL; PsycINFO; Intervention (counseling); MEDLINE; Psychology; Data extraction; Medicine; Qualitative research; Psychological intervention; Applied psychology; Nursing; Political science; Sociology; Social science","score_opus":0.29855968197846044,"score_gpt":0.5268343266540338,"score_spread":0.2282746446755734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312103563","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00022454491,0.9964352,0.00001096989,0.00048119368,0.00020740074,0.0016936467,0.0000018145575,0.000011210979,0.00093398895],"genre_scores_gemma":[0.00006996845,0.99923766,0.000018315854,0.00010507041,0.000044728775,0.00043015988,0.000011023321,0.000012084326,0.00007099022],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968383,0.001256756,0.0009800758,0.00024428125,0.0004455365,0.00023509866],"domain_scores_gemma":[0.99870163,0.0006431096,0.00031841992,0.0001951011,0.00012311,0.000018602526],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006461014,0.00011996177,0.0005896045,0.0009305448,0.00016418529,0.000059985476,0.00031572193,0.00004927447,0.0002483133],"category_scores_gemma":[0.00095283857,0.00009187987,0.000077904486,0.0051137814,0.00005726703,0.00016903505,0.00013997007,0.00066881406,0.0000066683347],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[7.498344e-7,0.000027626855,0.0008879,0.052523687,0.0000074574095,0.0000013028052,0.006335779,8.841543e-8,4.0967876e-8,0.00074828626,0.00036277666,0.9391043],"study_design_scores_gemma":[0.00005363175,0.000009822372,0.00003343855,0.49417692,0.00001099982,2.898646e-7,0.0004855658,2.730098e-7,8.135259e-8,0.00012968683,0.505028,0.00007124528],"about_ca_topic_score_codex":0.00035022123,"about_ca_topic_score_gemma":0.003664545,"teacher_disagreement_score":0.93903303,"about_ca_system_score_codex":0.00013976052,"about_ca_system_score_gemma":0.00026918764,"threshold_uncertainty_score":0.37467524},"labels":[],"label_agreement":null},{"id":"W4312103596","doi":"10.1093/geroni/igac059.581","title":"AGE DIFFERENCES EMOTION GLOBALIZING: AN EXAMINATION OF BOUNDARY CONDITIONS","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University; Wilfrid Laurier University","funders":"","keywords":"Stressor; Psychology; Life satisfaction; Multilevel model; Developmental psychology; Association (psychology); Clinical psychology; Social psychology","score_opus":0.09027511815232024,"score_gpt":0.40548088572724894,"score_spread":0.3152057675749287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312103596","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9784165,0.00004081406,0.0013565675,0.00039588858,0.00040234104,0.0001159547,0.000016170537,0.00004523791,0.019210504],"genre_scores_gemma":[0.9986516,3.357649e-7,0.00010247333,0.00012769355,0.000033943023,0.00007298937,0.00023114294,0.0000065835243,0.0007732255],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9986694,0.00041496704,0.00034145947,0.00019603658,0.0002138971,0.00016426247],"domain_scores_gemma":[0.9995071,0.000067903726,0.00014710812,0.0001691963,0.0000960613,0.000012623917],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010412179,0.000061079416,0.000111162146,0.00060106587,0.00022031325,0.000018568117,0.00014556888,0.000037633694,0.0009939],"category_scores_gemma":[0.000047870046,0.00007145011,0.000012385415,0.0012882927,0.000102338934,0.00012960994,0.000049158873,0.00023555996,0.000007016249],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037340084,0.0006090661,0.39861357,0.000031502794,0.000040738352,0.00005680585,0.03535389,0.00009195942,0.0024378446,0.5093738,0.0011988564,0.052154616],"study_design_scores_gemma":[0.00039603503,0.000097889526,0.978438,0.000010958385,0.0000029092275,0.000015136525,0.013868705,0.00028327605,0.000055171036,0.0062408275,0.0005137139,0.00007736429],"about_ca_topic_score_codex":0.00018501231,"about_ca_topic_score_gemma":0.000034679244,"teacher_disagreement_score":0.57982445,"about_ca_system_score_codex":0.00009436227,"about_ca_system_score_gemma":0.00003421907,"threshold_uncertainty_score":0.99991935},"labels":[],"label_agreement":null},{"id":"W4312103607","doi":"10.1093/geroni/igac059.1086","title":"PSYCHOLOGICAL WELL-BEING IN OLDER ADULTS WITH TREATMENT-RESISTANT DEPRESSION","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychology; Depression (economics); Affect (linguistics); Life satisfaction; Clinical psychology; Social support; Gerontology; Psychiatry; Psychotherapist; Medicine","score_opus":0.02412767746437677,"score_gpt":0.356229987176565,"score_spread":0.33210230971218824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312103607","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9733041,0.00004004943,0.000043024193,0.00441527,0.00016497656,0.00024626753,9.272003e-7,0.00003290601,0.02175247],"genre_scores_gemma":[0.9976017,0.000016611035,0.00016338259,0.0017217165,0.000044457887,0.00011371992,0.000008222325,0.000005299001,0.00032490978],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99890083,0.00014863073,0.0002718761,0.00018191803,0.00023166838,0.00026509384],"domain_scores_gemma":[0.99971074,0.000087009284,0.000076380566,0.00007640241,0.000027061098,0.00002239884],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005986801,0.000059564372,0.00009640684,0.00023499328,0.0003782594,0.00002811114,0.000086581764,0.00002903872,0.00035155425],"category_scores_gemma":[0.000048623904,0.000050115,0.000009562493,0.0013713284,0.000030109924,0.00010790809,0.000024051975,0.00014017624,0.0000024401872],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000090309004,0.00013224123,0.9311514,0.000014838371,0.0000014068835,0.00003382119,0.024373569,0.00012484177,0.00000848149,0.02992448,0.00012904646,0.014015579],"study_design_scores_gemma":[0.0016687458,0.000050658982,0.95477855,0.00015695464,0.0000011530119,0.0000011268288,0.026253784,0.00009294086,0.000021107067,0.0011819397,0.015668781,0.00012426087],"about_ca_topic_score_codex":0.005772156,"about_ca_topic_score_gemma":0.0035645966,"teacher_disagreement_score":0.02874254,"about_ca_system_score_codex":0.00037486642,"about_ca_system_score_gemma":0.00006439328,"threshold_uncertainty_score":0.8725812},"labels":[],"label_agreement":null},{"id":"W4312103646","doi":"10.1093/geroni/igac059.893","title":"OLDER CANADIAN WOMEN'S LIVING ARRANGEMENTS AND WELL-BEING DURING COVID-19","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Psychological Well-being and Life Satisfaction","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Well-being; Pandemic; Psychology; Gerontology; Meaning (existential); Adaptation (eye); 2019-20 coronavirus outbreak; Demography; Activities of daily living; Medicine; Sociology; Psychiatry; Disease; Pathology","score_opus":0.01887507501883783,"score_gpt":0.30930692868945087,"score_spread":0.290431853670613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312103646","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9520849,0.000029588358,0.00024000634,0.0017076127,0.0009447284,0.00017867742,0.000002848975,0.00008876921,0.04472288],"genre_scores_gemma":[0.99179006,0.0000022958297,0.000045102242,0.006247497,0.000098293116,0.00020671601,0.00001199423,0.00001883748,0.001579232],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99839103,0.00020039084,0.00037874808,0.00039099713,0.00017645965,0.00046238475],"domain_scores_gemma":[0.99942493,0.000114719376,0.00012587217,0.00018228267,0.000023861643,0.00012832804],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011192906,0.00012290916,0.00012728886,0.0010061167,0.0006326068,0.00004961683,0.0001171607,0.000054942353,0.005379221],"category_scores_gemma":[0.00014289182,0.00014830525,0.000013154351,0.0013862149,0.00003318772,0.00010824385,0.00006906067,0.00040804586,0.000037565704],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030715517,0.00008528836,0.90671146,0.000046126617,0.000041445463,0.00012691837,0.063940346,0.00037069386,0.00076672045,0.020022405,0.0014607073,0.006397179],"study_design_scores_gemma":[0.0012363766,0.00003792055,0.9500685,0.000036900772,0.0000036661197,0.00006045537,0.020421604,0.00007420619,0.000013561673,0.0037931884,0.023951065,0.00030259116],"about_ca_topic_score_codex":0.014694801,"about_ca_topic_score_gemma":0.001308096,"teacher_disagreement_score":0.04351874,"about_ca_system_score_codex":0.0008192645,"about_ca_system_score_gemma":0.000053025808,"threshold_uncertainty_score":0.99553},"labels":[],"label_agreement":null},{"id":"W4312103675","doi":"10.1093/geroni/igac059.834","title":"PRELIMINARY SOMMA DATA: COGNITIVE AND PHYSICAL FUNCTION RELATIONSHIPS IN OLDER ADULTS","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Physical Activity and Health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Digit symbol substitution test; Cognition; Set (abstract data type); Climb; Mathematics; Test (biology); Statistics; Psychology; Computer science; Medicine; Engineering","score_opus":0.0847728496065467,"score_gpt":0.345105555107502,"score_spread":0.26033270550095533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312103675","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9962944,0.0000273212,0.0005731259,0.0022165044,0.0000587185,0.00030077304,0.000013827066,0.000023510682,0.0004918518],"genre_scores_gemma":[0.9988605,0.0000023233856,0.00004119714,0.00050983793,0.00010982728,0.000057914334,0.00037620164,0.000007228867,0.000034966222],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99922544,0.000089138055,0.0001991523,0.00022145473,0.00015530833,0.00010949546],"domain_scores_gemma":[0.99953914,0.00021561782,0.00007052831,0.0001119529,0.000045489553,0.000017281433],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041133194,0.000055955956,0.00012574234,0.00027627198,0.00012520199,0.0000066780663,0.00003186884,0.000020567199,0.00001453716],"category_scores_gemma":[0.00019017658,0.00006153348,0.0000058657347,0.0011086373,0.000024266756,0.0003108724,0.00011434179,0.0006158728,0.0000029819957],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003607052,0.005640763,0.7775841,0.0006056433,0.000036936828,0.00006968746,0.034246627,0.00015464413,0.0016655374,0.0305201,0.0007924074,0.14507654],"study_design_scores_gemma":[0.002177734,0.00024588875,0.9749268,0.0002407949,0.000011297318,0.000010006697,0.0040761963,0.014519424,0.000055324846,0.0035278448,0.00013629059,0.000072396746],"about_ca_topic_score_codex":0.00007148793,"about_ca_topic_score_gemma":0.000017870216,"teacher_disagreement_score":0.19734274,"about_ca_system_score_codex":0.00008271285,"about_ca_system_score_gemma":0.000060149738,"threshold_uncertainty_score":0.2675695},"labels":[],"label_agreement":null},{"id":"W4312103698","doi":"10.1093/geroni/igac059.251","title":"NORTH AMERICAN CONTEXTS USING COMPUTERIZED NETWORKS TO IMPROVE CARE DELIVERY FOR OLDER ADULTS","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Health informatics; Informatics; Health care; Health care delivery; Quality (philosophy); Information technology; Health information technology; Nursing; Information system; Healthcare delivery; Medicine; Health Administration Informatics; Knowledge management; Gerontology; Computer science; Public health; Engineering; Political science","score_opus":0.013653135931761168,"score_gpt":0.29289140667541924,"score_spread":0.2792382707436581,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312103698","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9669539,0.000031675947,0.03013503,0.0010522095,0.00063529547,0.0009461928,0.000019465724,0.00017774466,0.000048504062],"genre_scores_gemma":[0.9925547,0.0000015528419,0.0054843416,0.0015321351,0.00013954489,0.00021462055,0.000038056176,0.000017767565,0.000017273365],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9986548,0.00009178554,0.00035736017,0.00032175268,0.00021266621,0.00036167155],"domain_scores_gemma":[0.9991714,0.00009495352,0.00021761157,0.00015418007,0.0003325185,0.000029347335],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036968265,0.00010139633,0.0001718088,0.00046461553,0.0006194719,0.00004280411,0.00028241874,0.000033508288,0.000008745652],"category_scores_gemma":[0.000107967746,0.00013051019,0.00002584264,0.0031788459,0.00009676542,0.00013488869,0.00017069871,0.00017209152,7.8555206e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001599131,0.00007600999,0.20874298,0.00003647322,0.000026656688,0.000012414778,0.10840947,0.014369649,0.00037501808,0.0040387246,0.00060797797,0.6631447],"study_design_scores_gemma":[0.011386331,0.00056551653,0.54170156,0.00043867747,0.00004383498,0.000007233711,0.28512,0.103698984,0.0006734495,0.00047344592,0.05367383,0.002217107],"about_ca_topic_score_codex":0.0030232158,"about_ca_topic_score_gemma":0.006628793,"teacher_disagreement_score":0.6609276,"about_ca_system_score_codex":0.000470009,"about_ca_system_score_gemma":0.00012706459,"threshold_uncertainty_score":0.5322051},"labels":[],"label_agreement":null},{"id":"W4312103715","doi":"10.1093/geroni/igac059.1591","title":"THE BLUES AND OLDER MINORITY MUSICIANS: MORE THAN JUST MUSIC XXIX","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Music History and Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Blues; Jazz; Studio; Musical; Visual arts; Art history; Art; Popular music; Gospel; Call and response; History; Literature; Music history","score_opus":0.042965985994139415,"score_gpt":0.24596415458664958,"score_spread":0.20299816859251016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312103715","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95237917,0.00032658913,0.0000072092507,0.0016254236,0.00097244,0.00012856782,0.000011575138,0.0000425004,0.044506535],"genre_scores_gemma":[0.9854857,0.0000017939363,0.000008757508,0.0028280693,0.0004358891,0.000053503372,0.000021212116,0.000006340804,0.011158784],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993668,0.000041655923,0.00019936166,0.0001295991,0.00014309477,0.000119497236],"domain_scores_gemma":[0.9997104,0.00002904545,0.00008244007,0.000109309425,0.00006098967,0.000007810355],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00032100966,0.00007197666,0.00006572011,0.00009383229,0.0014096429,0.00012309015,0.00009643133,0.000013452591,0.0023828698],"category_scores_gemma":[0.000015347252,0.000056574267,0.000013415898,0.00018377994,0.00013421803,0.000149093,0.000055529363,0.00021408076,0.000004252696],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006026212,0.00003062957,0.0014044091,0.000024764064,0.000008697725,0.000005916033,0.43399498,0.000011212702,0.000125895,0.47187978,0.0862191,0.0062885876],"study_design_scores_gemma":[0.00015499294,0.000008505939,0.0035327089,0.00001242112,0.00000431752,0.00000233188,0.09719781,0.000062757295,0.0000074532104,0.0018450562,0.8970778,0.00009383724],"about_ca_topic_score_codex":0.00017057877,"about_ca_topic_score_gemma":0.0017887984,"teacher_disagreement_score":0.8108587,"about_ca_system_score_codex":0.00004435586,"about_ca_system_score_gemma":0.00001706271,"threshold_uncertainty_score":0.9998904},"labels":[],"label_agreement":null},{"id":"W4312103717","doi":"10.1093/geroni/igac059.396","title":"POTENTIAL BENEFITS OF THC AND CBD IN THE TREATMENT OF HOSPICE-ELIGIBLE DEMENTED AND AGITATED PATIENTS","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Cannabis and Cannabinoid Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Ottawa; University of Cincinnati; Texas A and M University; University of Georgia","keywords":"Cannabidiol; Dementia; Medicine; Dronabinol; Disease; Psychiatry; Intensive care medicine; Cannabis; Cannabinoid; Internal medicine","score_opus":0.01730848476446905,"score_gpt":0.29541246282550665,"score_spread":0.2781039780610376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312103717","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968436,0.00030303941,0.0000040119367,0.0023232584,0.000028559658,0.0003330604,0.0000113131,0.000002674185,0.00015052881],"genre_scores_gemma":[0.99957883,0.00007896941,0.000019559315,0.00011210861,0.000007919394,0.000051494626,0.000045119377,0.0000043162504,0.00010166811],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992638,0.000034342804,0.00027673543,0.00009771078,0.0002370656,0.000090324625],"domain_scores_gemma":[0.99969083,0.000007763585,0.00007864301,0.000077100914,0.00013676523,0.0000089051155],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025514996,0.000047404017,0.00011091609,0.00036574478,0.000036500376,0.0000061949404,0.000029358845,0.000012574559,0.000019876252],"category_scores_gemma":[0.00002549969,0.00003599321,0.000009224192,0.0009780494,0.00003230073,0.000030315598,0.000028610904,0.00006653063,5.2990078e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017330138,0.0007477456,0.9459187,0.000086494605,0.00002359655,0.000006844182,0.0054830927,0.00021149091,0.007369372,0.00088435144,0.00056226255,0.03853274],"study_design_scores_gemma":[0.0029696552,0.00068315916,0.98988944,0.000035415498,0.0000086404,0.0000032310336,0.0017662749,0.00034675092,0.0028250322,0.000086707754,0.0013492801,0.00003642878],"about_ca_topic_score_codex":0.0003786861,"about_ca_topic_score_gemma":0.000017869108,"teacher_disagreement_score":0.043970715,"about_ca_system_score_codex":0.000054847194,"about_ca_system_score_gemma":0.000031813997,"threshold_uncertainty_score":0.14677605},"labels":[],"label_agreement":null},{"id":"W4312103724","doi":"10.1093/geroni/igac059.2280","title":"PERSON-CENTERED LANGUAGE-BASED STRATEGIES USED BY HOME CARE WORKERS WHO CARE FOR PERSONS LIVING WITH DEMENTIA","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Interpreting and Communication in Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Dementia; CLARITY; Conversation; Reciprocity (cultural anthropology); Augmentative and alternative communication; Psychology; Set (abstract data type); Negotiation; Nursing; Medicine; Social psychology; Computer science; Communication","score_opus":0.05766418594578693,"score_gpt":0.38810024963962747,"score_spread":0.33043606369384054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312103724","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98674697,0.0015520088,0.004603984,0.0022956424,0.00043289777,0.0011913221,0.00022411541,0.00020920436,0.0027438288],"genre_scores_gemma":[0.9952226,0.0000014796273,0.0011036973,0.0010877791,0.000058878883,0.001612848,0.00061069115,0.00004756031,0.00025442272],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9978042,0.000689827,0.000504248,0.00029276355,0.0002706482,0.00043827912],"domain_scores_gemma":[0.9981664,0.0006432192,0.00036784742,0.0003803487,0.00041054876,0.000031635103],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00074242405,0.00015913486,0.00020324482,0.00038755446,0.0018193743,0.000045289362,0.00031281513,0.000073532115,0.00022203388],"category_scores_gemma":[0.00009926255,0.00016855357,0.000036072426,0.00095733284,0.000035587418,0.00013448983,0.00009021962,0.00079491944,0.000002544262],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000058964968,0.0000223236,0.53104144,0.00084488455,0.00002359753,0.000001118284,0.46331313,0.00060218375,0.00018405843,0.0007285816,0.002153153,0.0010265468],"study_design_scores_gemma":[0.0009441243,0.00009396523,0.005386111,0.0013463732,0.000013020771,4.27348e-7,0.9876132,0.0014105369,0.000021544913,0.00000900071,0.0029600223,0.00020167095],"about_ca_topic_score_codex":0.0015573992,"about_ca_topic_score_gemma":0.000767298,"teacher_disagreement_score":0.5256553,"about_ca_system_score_codex":0.0007082341,"about_ca_system_score_gemma":0.0006598094,"threshold_uncertainty_score":0.9994801},"labels":[],"label_agreement":null},{"id":"W4312103745","doi":"10.1093/geroni/igac059.398","title":"CAREGIVER STRAIN AMONG AFRICAN AMERICAN AND HISPANIC MALE CAREGIVERS WITH CHRONIC CONDITIONS","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Family Support in Illness","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Feeling; African american; Gerontology; Depression (economics); Family caregivers; Medicine; Social support; Mental health; Psychology; Clinical psychology; Demography; Psychiatry","score_opus":0.014449706452875922,"score_gpt":0.27203274093639646,"score_spread":0.25758303448352055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312103745","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9799924,0.000022787282,0.00010998558,0.0017662348,0.00016777698,0.00021851592,0.000041378324,0.00005800797,0.017622901],"genre_scores_gemma":[0.9988276,0.000006073799,0.00007502181,0.00017639648,0.000050415598,0.00010396277,0.000044029166,0.000012350942,0.0007041487],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9988227,0.00013317303,0.00018574423,0.0002331253,0.00035535925,0.00026989137],"domain_scores_gemma":[0.9995114,0.00007322128,0.00017529112,0.00011803844,0.00008787865,0.000034131626],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044795335,0.00008307806,0.000114657065,0.00038759017,0.0006901275,0.00004970628,0.00015405293,0.000017374563,0.0004756027],"category_scores_gemma":[0.000028435188,0.00009727751,0.000010812484,0.0027701512,0.000662579,0.0002593604,0.000065185406,0.00022219353,0.0000016619904],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000151686445,0.00006440809,0.6840529,0.000031643565,0.00003778095,0.00012555424,0.18975085,0.0022064792,0.0006660612,0.107025325,0.0022910016,0.0137328375],"study_design_scores_gemma":[0.00069200736,0.00012713541,0.29269314,0.000045230274,0.000013864799,0.000011595455,0.61487675,0.00019868407,0.000022150381,0.00070597016,0.090194695,0.0004187753],"about_ca_topic_score_codex":0.015435868,"about_ca_topic_score_gemma":0.01138855,"teacher_disagreement_score":0.42512593,"about_ca_system_score_codex":0.0008388219,"about_ca_system_score_gemma":0.00034355544,"threshold_uncertainty_score":0.99112046},"labels":[],"label_agreement":null},{"id":"W4312103770","doi":"10.1093/geroni/igac059.2294","title":"PSYCHOMETRIC PROPERTIES OF A NOVEL MEASURE OF FINANCIAL ABUSE OF OLDER ADULTS","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Elder abuse; Item response theory; Psychology; Clinical psychology; Classical test theory; Construct (python library); Measure (data warehouse); Psychometrics; Scale (ratio); Psychiatry; Poison control; Medicine; Suicide prevention; Medical emergency; Data mining","score_opus":0.04620209709207951,"score_gpt":0.2937616753112904,"score_spread":0.24755957821921087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312103770","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9977097,0.00033860086,0.00020710165,0.00014115994,0.00015408371,0.00017243986,0.0000037390848,0.000009333871,0.0012638753],"genre_scores_gemma":[0.99967873,0.000028330018,0.00013193868,0.00006688652,0.000027754317,0.000021853579,0.0000013262909,0.000004429614,0.000038765753],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9988938,0.00005045517,0.00042007622,0.000098191325,0.0004321409,0.00010534623],"domain_scores_gemma":[0.9992854,0.000028886296,0.00026966084,0.00008572314,0.00032368823,0.000006668566],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007660661,0.00004371575,0.00013082648,0.000814222,0.0000869786,0.0000035303476,0.00015107635,0.000027584616,0.000029615196],"category_scores_gemma":[0.00034224318,0.00004505547,0.00002259468,0.006402193,0.00007036151,0.00010238997,0.00002120938,0.000105240026,1.620916e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002450359,0.0015834582,0.23843743,0.0003996788,0.000028846162,6.649463e-7,0.5150106,0.00040440419,0.16515759,0.024004083,0.0005956546,0.054132584],"study_design_scores_gemma":[0.01311339,0.0005599871,0.53327715,0.007401237,0.00005027237,0.0000037665427,0.07603032,0.0006681787,0.3581731,0.0019594731,0.0076872795,0.0010758556],"about_ca_topic_score_codex":0.0011157983,"about_ca_topic_score_gemma":0.00022169639,"teacher_disagreement_score":0.43898025,"about_ca_system_score_codex":0.000040765473,"about_ca_system_score_gemma":0.00016842021,"threshold_uncertainty_score":0.30760416},"labels":[],"label_agreement":null},{"id":"W4312103792","doi":"10.1093/geroni/igac059.730","title":"PHYSICAL INTIMACY IN DAILY LIVES OF OLDER ROMANTIC COUPLES: LINKS WITH MOMENTARY AFFECT AND DAILY CORTISOL LEVELS","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Eating Disorders and Behaviors","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Affect (linguistics); Psychology; Mood; Developmental psychology; Clinical psychology","score_opus":0.022737149372981758,"score_gpt":0.32230119903128324,"score_spread":0.29956404965830147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312103792","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9987716,0.00007917349,0.00021714326,0.00016170974,0.00010008018,0.0002507,0.0000075750154,0.00002099035,0.0003910102],"genre_scores_gemma":[0.99934965,0.0000014884724,0.00018066932,0.00021421249,0.000017218892,0.00008792753,0.000030628406,0.000017001668,0.000101214086],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99902713,0.000074276366,0.0003326709,0.00024289462,0.0001592427,0.00016380618],"domain_scores_gemma":[0.99956214,0.00008520319,0.00017071435,0.00013781953,0.000034036366,0.000010079406],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022711899,0.0001034309,0.00018736723,0.00042186782,0.000058538568,0.00001326342,0.000089258945,0.000029450217,0.000194979],"category_scores_gemma":[0.000011293328,0.00010361031,0.000012532156,0.0011687682,0.000071480084,0.000089394496,0.00006923745,0.00039371708,0.000001481635],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037022426,0.00046890476,0.9638498,0.000033823242,0.000014985967,0.000028005077,0.021346912,0.00018962845,0.006921284,0.0007407702,0.000109774046,0.006259107],"study_design_scores_gemma":[0.0016519515,0.00033004975,0.9851183,0.00010195458,0.000011060129,0.000010340754,0.011514491,0.0007536176,0.00015783451,0.00018499554,0.000016425216,0.00014893712],"about_ca_topic_score_codex":0.00051920285,"about_ca_topic_score_gemma":0.000056133427,"teacher_disagreement_score":0.02126856,"about_ca_system_score_codex":0.00003760509,"about_ca_system_score_gemma":0.00002361366,"threshold_uncertainty_score":0.4225106},"labels":[],"label_agreement":null},{"id":"W4312103813","doi":"10.1093/geroni/igac059.858","title":"ACHIEVING DIGITAL EQUITY FOR OLDER PERSONS WITH EMERGING TECHNOLOGY: THE CASE OF NORTH AMERICA","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Digital divide; Residence; Equity (law); Internet access; The Internet; Ethnic group; Economic growth; Geography; Business; Demographic economics; Political science; Economics; Computer science; World Wide Web","score_opus":0.02156967719385359,"score_gpt":0.31933150860785253,"score_spread":0.2977618314139989,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312103813","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9784218,0.000022669115,0.004984604,0.015113081,0.00007357557,0.0004057141,0.000025667556,0.00015745226,0.0007954402],"genre_scores_gemma":[0.9987654,0.0000010094948,0.00078499905,0.00016438107,0.000020981202,0.00017387558,0.0000089156165,0.000010529495,0.00006992618],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99910134,0.000034661192,0.00025263382,0.0001874244,0.00016824435,0.00025571385],"domain_scores_gemma":[0.9993331,0.0001195274,0.00023391878,0.00017796199,0.0001267905,0.000008714079],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005111027,0.000072273106,0.00010746591,0.00055762165,0.0009072595,0.000032773252,0.00031706158,0.000030360708,0.000014370133],"category_scores_gemma":[0.0003456446,0.00006311467,0.000017696471,0.0046598725,0.00036684447,0.00021380799,0.0002318024,0.00028955823,4.0160228e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017687062,0.00009763149,0.43995735,0.000027433032,0.00003679522,0.000089784575,0.05715001,0.00059048657,0.00013163977,0.04578343,0.00040856603,0.4557092],"study_design_scores_gemma":[0.0023818158,0.00029685927,0.047772355,0.00016768405,0.000049910966,0.00029879008,0.8456819,0.0017601192,0.0003749383,0.0076656793,0.09270786,0.00084210123],"about_ca_topic_score_codex":0.00039973354,"about_ca_topic_score_gemma":0.0015247806,"teacher_disagreement_score":0.7885319,"about_ca_system_score_codex":0.00013889889,"about_ca_system_score_gemma":0.000119890195,"threshold_uncertainty_score":0.69779986},"labels":[],"label_agreement":null},{"id":"W4312103847","doi":"10.1093/geroni/igac059.569","title":"A RAPID REALISTIC REVIEW TO INFORM AN IMPLEMENTATION PROJECT; ASSISTIVE TECHNOLOGIES WITH CO-DESIGN AND OLDER ADULTS","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Participatory design; CINAHL; Context (archaeology); Field (mathematics); Presentation (obstetrics); Knowledge management; Computer science; Citizen journalism; Engineering ethics; Sociology; Psychology; MEDLINE; World Wide Web; Political science; Medicine; Engineering","score_opus":0.044460447657328574,"score_gpt":0.3194216821401474,"score_spread":0.2749612344828188,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312103847","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8860319,0.0006717579,0.05882139,0.028658021,0.0003737697,0.011230856,0.000022955117,0.0019608384,0.012228482],"genre_scores_gemma":[0.9864816,0.00003270294,0.006270531,0.0052703717,0.000031273885,0.0016195335,0.0002526637,0.000017883596,0.000023432569],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9988599,0.000023095372,0.00042177975,0.00026958378,0.00022743295,0.00019821715],"domain_scores_gemma":[0.999284,0.00002293195,0.00029817474,0.00013437151,0.00025844513,0.0000020374052],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014606293,0.00013385955,0.00016527239,0.0010374972,0.00042370675,0.00006240834,0.00016843884,0.000039435636,0.000048835547],"category_scores_gemma":[0.00013284889,0.00012803014,0.000006301179,0.005148905,0.000063793865,0.000569281,0.00021096459,0.00024564998,0.000002882198],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015507551,0.00011258626,0.037390266,0.0009669793,0.00004297756,0.00001561764,0.0031885828,0.00003101934,0.00006654015,0.3375598,0.007759816,0.6127108],"study_design_scores_gemma":[0.00913706,0.00074420334,0.40190825,0.0050135776,0.00014456655,0.000053295626,0.27888453,0.003169844,0.001989981,0.029752621,0.2656735,0.0035285773],"about_ca_topic_score_codex":0.00011486621,"about_ca_topic_score_gemma":0.000018800614,"teacher_disagreement_score":0.6091822,"about_ca_system_score_codex":0.00014384788,"about_ca_system_score_gemma":0.000057187368,"threshold_uncertainty_score":0.52209175},"labels":[],"label_agreement":null},{"id":"W4312103853","doi":"10.1093/geroni/igac059.496","title":"DE-RISKING THE EMPLOYER-EMPLOYEE RELATIONSHIP WHEN WORKERS HAVE MILD COGNITIVE IMPAIRMENT OR YOUNG ONSET DEMENTIA","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; University of Toronto; Wilfrid Laurier University","funders":"","keywords":"Workforce; Context (archaeology); Legislation; Dementia; Liability; Business; Psychology; Medicine; Economics; Finance; Political science","score_opus":0.1549660348677837,"score_gpt":0.46939198620123923,"score_spread":0.3144259513334555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312103853","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9820954,0.00012020284,0.002411471,0.009680116,0.00057986454,0.0020793688,0.000077453966,0.00008155532,0.0028745558],"genre_scores_gemma":[0.9918099,0.0000066801317,0.0006240842,0.003554102,0.00016281573,0.0021385704,0.0002408358,0.000031470092,0.0014315211],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99571395,0.0015525974,0.0010308851,0.00029499404,0.00068025367,0.00072732643],"domain_scores_gemma":[0.9961898,0.0027896499,0.00035151315,0.00022573008,0.0003750851,0.00006825281],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0057177106,0.00014053626,0.00015981373,0.0006195336,0.003339823,0.000030367106,0.00024792764,0.000081448175,0.0015370935],"category_scores_gemma":[0.001138066,0.00011690858,0.000032852673,0.0018596172,0.00006067623,0.00017782087,0.0002757875,0.0017117412,0.000058765483],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046147822,0.000047097987,0.9762521,0.00007215278,0.000024350504,0.000008415317,0.012309372,0.0002137626,0.0000023958596,0.001757743,0.007406544,0.0014445839],"study_design_scores_gemma":[0.0012658589,0.000071929666,0.9689704,0.00024534445,0.0000121600615,0.000005107743,0.022695148,0.0007694979,0.0000031127377,0.0034356785,0.002396206,0.00012953626],"about_ca_topic_score_codex":0.0015927148,"about_ca_topic_score_gemma":0.0009359736,"teacher_disagreement_score":0.010385776,"about_ca_system_score_codex":0.0009775328,"about_ca_system_score_gemma":0.0014208665,"threshold_uncertainty_score":0.99937564},"labels":[],"label_agreement":null},{"id":"W4312103889","doi":"10.1093/geroni/igac059.479","title":"AGING-RELATED CHANGES IN DAILY STRESSOR CONTROL AND GENERAL PERCEIVED CONTROL ACROSS THE LIFESPAN","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Stressor; Psychosocial; Gerontology; Psychology; Perceived control; Demography; Medicine; Developmental psychology; Clinical psychology; Psychiatry","score_opus":0.03197928409440447,"score_gpt":0.36333353359602166,"score_spread":0.3313542495016172,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312103889","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9748271,0.00043030223,0.000102141894,0.022772703,0.00039904108,0.00039671332,0.000030409183,0.000050114624,0.0009914507],"genre_scores_gemma":[0.9947442,0.0000026505172,0.000010457425,0.002808376,0.000088657056,0.00036286155,0.000024327828,0.00001863172,0.0019398762],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978598,0.0006751984,0.00040447322,0.00035024853,0.00020401078,0.0005062859],"domain_scores_gemma":[0.9992012,0.0003089807,0.00014196063,0.0002476532,0.00007704885,0.0000232004],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020510657,0.00013136442,0.00022280007,0.00037418903,0.0003559264,0.00004940053,0.00024065595,0.000075676275,0.0003062405],"category_scores_gemma":[0.000106210755,0.00011589448,0.00001662457,0.0010556027,0.00015980683,0.00006159198,0.00009277177,0.0008330426,0.00001019792],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021519439,0.00011208087,0.9214286,0.000011763119,0.00009309135,0.00010366607,0.052406624,0.0006263584,0.002198597,0.009346893,0.0009111669,0.012545942],"study_design_scores_gemma":[0.0066531324,0.00007257418,0.97010446,0.00001949194,0.000006842192,0.00004448779,0.0147875855,0.0054653413,0.000013145943,0.00040938027,0.0022470902,0.00017647273],"about_ca_topic_score_codex":0.00087615935,"about_ca_topic_score_gemma":0.0007160463,"teacher_disagreement_score":0.04867583,"about_ca_system_score_codex":0.00009413929,"about_ca_system_score_gemma":0.00003195999,"threshold_uncertainty_score":0.47260398},"labels":[],"label_agreement":null},{"id":"W4312103899","doi":"10.1093/geroni/igac059.2404","title":"IN THE SHADOW OF THE GREAT RECESSION: THE ASSOCIATION BETWEEN RECESSION EXPERIENCES AND DAILY INDICES OF WELL-BEING","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Stressor; Affect (linguistics); Medicine; Demography; Psychology; Physical activity; Well-being; Happiness; Internal medicine; Clinical psychology; Physical therapy; Social psychology","score_opus":0.028127816055751757,"score_gpt":0.3466020174570485,"score_spread":0.31847420140129673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312103899","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95980525,0.00009477889,0.0000043381583,0.03381857,0.00032484005,0.00019214055,0.0000015086275,0.0000043796454,0.005754202],"genre_scores_gemma":[0.99792695,0.000047146652,0.000014712926,0.0017210502,0.00007752459,0.000048866787,0.0000017950679,0.0000024549813,0.00015950832],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980346,0.0007087396,0.00044102297,0.00009814278,0.0005623332,0.0001551853],"domain_scores_gemma":[0.9985762,0.0007922937,0.00047297904,0.000096026444,0.00005494258,0.0000075356006],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005248902,0.000046470792,0.00010887121,0.00012469458,0.0007599802,0.00003704999,0.00033157636,0.00003833418,0.000078100195],"category_scores_gemma":[0.0005155992,0.000026144251,0.000014595092,0.0021751185,0.00009700597,0.00022879237,0.00009988229,0.0002338811,1.460454e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000020195214,0.000005454365,0.80927,0.000016843012,0.0000015003837,1.2149066e-7,0.17876616,0.000008766069,0.000008821931,0.009285298,0.00025781686,0.0023771944],"study_design_scores_gemma":[0.000127765,0.0000072873454,0.71544456,0.00010064531,0.000002746303,1.2943026e-7,0.26894292,0.000018329181,0.00013789824,0.004967047,0.01021011,0.00004055488],"about_ca_topic_score_codex":0.0068112863,"about_ca_topic_score_gemma":0.0012098313,"teacher_disagreement_score":0.093825415,"about_ca_system_score_codex":0.00012299484,"about_ca_system_score_gemma":0.00010268143,"threshold_uncertainty_score":0.9998025},"labels":[],"label_agreement":null},{"id":"W4312103913","doi":"10.1093/geroni/igac059.502","title":"DAILY ASSOCIATIONS BETWEEN STRESSOR CONTROL AND AFFECT VARY AS A FUNCTION OF STRESSOR TYPE","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Mental Health Research Topics","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Stressor; Affect (linguistics); Psychosocial; Psychology; Perceived control; Developmental psychology; Clinical psychology; Medicine; Psychiatry; Communication","score_opus":0.0779375481222762,"score_gpt":0.424788451116031,"score_spread":0.34685090299375476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312103913","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9939144,0.00013461216,0.00025318845,0.0011726667,0.00037886147,0.00038561752,0.0001181823,0.00002502644,0.003617396],"genre_scores_gemma":[0.9986614,0.0000021741441,0.00003967273,0.00036724255,0.00008085839,0.000083573104,0.00015605555,0.00001082693,0.00059821707],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99859834,0.0003423092,0.0004095521,0.00017436402,0.00027764,0.00019779241],"domain_scores_gemma":[0.9991464,0.00034876406,0.00023120073,0.00013758357,0.00011219957,0.000023861196],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001109853,0.00006395546,0.00014858617,0.00044589103,0.00014686755,0.0000112398175,0.00008004389,0.000042419848,0.00058485795],"category_scores_gemma":[0.00019768604,0.00007468884,0.000010889771,0.0012393583,0.00002550687,0.00007784385,0.00005934543,0.00032948705,0.000011542521],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017647297,0.00015714212,0.92577296,0.00007117046,0.0000853136,0.000007952503,0.0024158158,0.00012546813,0.0010334505,0.026812958,0.0021485498,0.041192748],"study_design_scores_gemma":[0.0016535978,0.0003021924,0.9925196,0.000021033846,0.000010671936,0.000001261815,0.001182295,0.00014678363,0.00006278551,0.0017901738,0.0022320147,0.00007759003],"about_ca_topic_score_codex":0.0003559353,"about_ca_topic_score_gemma":0.000021368807,"teacher_disagreement_score":0.066746645,"about_ca_system_score_codex":0.00016256754,"about_ca_system_score_gemma":0.00006438493,"threshold_uncertainty_score":0.6403784},"labels":[],"label_agreement":null},{"id":"W4312103936","doi":"10.1093/geroni/igac059.1311","title":"DUAL-TASK CHANGES IN PREFRONTAL ACTIVATION AND GAIT QUALITY IN OLDER ADULTS","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Gait; Cadence; Task (project management); Physical medicine and rehabilitation; Prefrontal cortex; Psychology; Functional near-infrared spectroscopy; Cognition; Neuroscience; Medicine","score_opus":0.01667412416543339,"score_gpt":0.309779798552471,"score_spread":0.2931056743870376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312103936","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9942628,0.000034117253,0.00008049865,0.0045022564,0.00008274868,0.0005371044,0.0000020482496,0.000019923164,0.00047847672],"genre_scores_gemma":[0.9988487,0.0000038349403,0.00016896955,0.0005917945,0.00003837023,0.00015008342,0.000099310244,0.000008521314,0.000090463414],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989131,0.0001425204,0.0003967659,0.00021301417,0.00020879375,0.00012579602],"domain_scores_gemma":[0.9996453,0.000096250384,0.00010406025,0.00009482299,0.000047058376,0.000012496915],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010978804,0.00007326356,0.00013974078,0.000754714,0.000040252067,0.0000073118276,0.000021645896,0.00003810689,0.00006581609],"category_scores_gemma":[0.00026730288,0.00007650231,0.000009698068,0.0013193366,0.000022884095,0.0001206343,0.000039433162,0.00026101095,7.0129767e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025690196,0.00037528566,0.86268544,0.00083003956,0.000005521262,0.0000056768763,0.025005521,0.00011450712,0.06373147,0.0024370616,0.00006754587,0.04448504],"study_design_scores_gemma":[0.0021338612,0.000060867445,0.9887004,0.00030413692,8.21399e-7,0.0000015479919,0.006839645,0.0008420444,0.0005836392,0.00031403475,0.00013682789,0.000082201135],"about_ca_topic_score_codex":0.00057612604,"about_ca_topic_score_gemma":0.00046469943,"teacher_disagreement_score":0.12601495,"about_ca_system_score_codex":0.00025549604,"about_ca_system_score_gemma":0.000031752374,"threshold_uncertainty_score":0.31196737},"labels":[],"label_agreement":null},{"id":"W4312104017","doi":"10.1093/geroni/igac059.1926","title":"IS THE HEALTH OF OLDER AMERICANS WITH A GED EQUIVALENT TO THEIR PEERS WITH A HIGH SCHOOL DIPLOMA?","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Socioeconomic status; Gerontology; Educational attainment; Odds; Activities of daily living; Cognition; Cognitive impairment; Medicine; Psychology; Poverty; Cognitive skill; Logistic regression; Population; Psychiatry; Environmental health","score_opus":0.042783912232352575,"score_gpt":0.36096019841230437,"score_spread":0.3181762861799518,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312104017","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8351584,0.000028314109,0.0010013571,0.16243906,0.00008611116,0.0004523957,0.000011819619,0.00002422935,0.0007982712],"genre_scores_gemma":[0.9638634,0.0000074162854,0.0005201492,0.035162326,0.00003961071,0.000121999095,0.0000032390944,0.0000086199025,0.00027323878],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99862856,0.00017175716,0.00029265857,0.00014176621,0.00045915585,0.00030609305],"domain_scores_gemma":[0.99939346,0.00010640224,0.00019415843,0.00014047045,0.00011326604,0.000052242725],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001256187,0.00006589934,0.000142559,0.00017901567,0.0005790964,0.000028919858,0.00018121942,0.000009715841,0.00019404826],"category_scores_gemma":[0.000065244014,0.00004345398,0.000011465675,0.0026589667,0.00008907423,0.00007862768,0.00004984915,0.00017992109,0.0000011148933],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007478599,0.00006862516,0.7442061,0.00008740503,0.000025034022,0.0000018818389,0.16975196,0.0006888412,0.0000119301385,0.07428979,0.0043558716,0.006437808],"study_design_scores_gemma":[0.0007190527,0.000264574,0.667508,0.00018616953,0.0000033655363,0.0000014332458,0.28269055,0.000048055666,0.00004527803,0.0008167266,0.047526322,0.0001904824],"about_ca_topic_score_codex":0.028410636,"about_ca_topic_score_gemma":0.002639525,"teacher_disagreement_score":0.12870497,"about_ca_system_score_codex":0.00035060252,"about_ca_system_score_gemma":0.00071178394,"threshold_uncertainty_score":0.97805923},"labels":[],"label_agreement":null},{"id":"W4312104021","doi":"10.1093/geroni/igac059.916","title":"THE FLYNN EFFECT IN SHORT-TERM COGNITIVE DECLINES OF AMERICANS AGED 65 YEARS AND OLDER: SMARTER AND MAYBE SLOWER","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Cohort; Cognition; Cognitive decline; Gerontology; Educational attainment; Cohort effect; Demography; Cognitive test; Ethnic group; Cohort study; Psychology; Medicine; Dementia; Psychiatry; Sociology","score_opus":0.03335201217507855,"score_gpt":0.3802511463548668,"score_spread":0.34689913417978824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312104021","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9978022,0.0002322332,0.0001217509,0.0006584344,0.00014798326,0.000202334,0.0000044571393,0.0000101302985,0.00082047604],"genre_scores_gemma":[0.9993643,0.0000043736436,0.000016853592,0.00021673582,0.000017251485,0.00011324544,0.000009854199,0.000008198822,0.00024919742],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99896216,0.00032100303,0.0002507139,0.0001854239,0.0001033247,0.00017739378],"domain_scores_gemma":[0.9991975,0.00061295804,0.000046387828,0.00009743253,0.00003548224,0.000010266793],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011191515,0.00006447304,0.0001314678,0.0002897821,0.00010022919,0.0000136432045,0.000069435395,0.00002820743,0.000052915726],"category_scores_gemma":[0.00008695888,0.00005663221,0.000008953862,0.0006602632,0.0001806003,0.000032700253,0.00007882546,0.00031319188,0.0000012105186],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000948628,0.000028999653,0.92743236,0.000009176571,0.00002107398,0.000032104384,0.0114408005,8.1814835e-7,0.00035167678,0.00030129144,0.00025496504,0.06003188],"study_design_scores_gemma":[0.0007612455,0.000080393205,0.9927481,0.000026183316,0.000003928618,0.000012583203,0.0059600575,0.000044230357,0.000065251086,0.00015242421,0.00008495451,0.000060677336],"about_ca_topic_score_codex":0.00018170277,"about_ca_topic_score_gemma":0.00008137898,"teacher_disagreement_score":0.06531572,"about_ca_system_score_codex":0.000018732873,"about_ca_system_score_gemma":0.000012917672,"threshold_uncertainty_score":0.23093945},"labels":[],"label_agreement":null},{"id":"W4312104051","doi":"10.1093/geroni/igac059.497","title":"TRANSITIONS EXPERIENCED BY PEOPLE DIAGNOSED WITH DEMENTIA WHILE IN THE WORKFORCE","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; University of Waterloo","funders":"","keywords":"Dementia; Workforce; Context (archaeology); Coping (psychology); Psychology; Gerontology; Nursing; Medicine; Psychiatry; Political science; Disease; Geography","score_opus":0.11237460369260983,"score_gpt":0.38138784431758255,"score_spread":0.2690132406249727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312104051","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98459655,0.000032831744,0.000435287,0.006245076,0.000093037605,0.0003716424,0.0000035925102,0.000022589307,0.008199364],"genre_scores_gemma":[0.99839514,0.000006224796,0.0000467983,0.0008228994,0.000022522394,0.0006020585,0.000037473943,0.0000042549373,0.000062633204],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9987959,0.00021825351,0.00023279141,0.00014994692,0.00040699408,0.0001960775],"domain_scores_gemma":[0.99972034,0.000071034265,0.000057773555,0.00010665438,0.000033404765,0.000010810509],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012029621,0.00005333623,0.000062142986,0.00010478601,0.00058139913,0.00006143345,0.00018731461,0.000013170154,0.0003480326],"category_scores_gemma":[0.000036737594,0.000046327586,0.00001083792,0.0025576423,0.00007786274,0.00016845165,0.000017418348,0.00012285919,0.0000012748641],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009679431,0.00022531702,0.48657334,0.0000053839667,0.0000040176633,0.0000021479386,0.4797536,0.00076624646,0.00023909062,0.029137416,0.001519902,0.0017638528],"study_design_scores_gemma":[0.0009904914,0.000074772724,0.12201798,0.00003903633,0.0000074115615,5.8969744e-7,0.8261663,0.00017752266,0.00008617672,0.00253987,0.047651082,0.0002487819],"about_ca_topic_score_codex":0.0033215894,"about_ca_topic_score_gemma":0.009036608,"teacher_disagreement_score":0.36455536,"about_ca_system_score_codex":0.00016009471,"about_ca_system_score_gemma":0.00005244521,"threshold_uncertainty_score":0.50426394},"labels":[],"label_agreement":null},{"id":"W4312104053","doi":"10.1093/geroni/igac059.2035","title":"HEALTHCARE AIDE-FOCUSED INTERVENTIONS TO IMPROVE PAIN MANAGEMENT IN LONG-TERM CARE","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Pain Management and Opioid Use","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; Athabasca University","funders":"","keywords":"Psychological intervention; Medicine; Health care; Thematic analysis; Intervention (counseling); Systematic review; MEDLINE; Nursing; Qualitative research","score_opus":0.0356016414268433,"score_gpt":0.33924389643597636,"score_spread":0.30364225500913306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312104053","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9746734,0.00027496796,0.00847017,0.012809233,0.0004269456,0.0017335778,0.00000779993,0.00009660616,0.001507335],"genre_scores_gemma":[0.9919317,0.00000835503,0.0012254105,0.005033502,0.00004961575,0.00048169305,0.0002026655,0.000019000388,0.0010480983],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985224,0.00012890714,0.00056293374,0.0002810528,0.00026114492,0.00024355801],"domain_scores_gemma":[0.99952155,0.000027592661,0.00009440038,0.00025526498,0.000071028546,0.000030186311],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012993491,0.0001036503,0.00015463695,0.0015899404,0.00009061685,0.00002347251,0.00012571493,0.000020712729,0.00012629728],"category_scores_gemma":[0.00006846814,0.0001228065,0.000042367974,0.0025362512,0.000008408525,0.00007159706,0.0002259698,0.0002692614,0.000009857017],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005718372,0.00013389757,0.8088145,0.0019063839,0.000021393835,0.00018593566,0.0031879067,0.00023396462,0.00017914496,0.004687536,0.0008743031,0.17971784],"study_design_scores_gemma":[0.0021856155,0.00018736553,0.9857656,0.0008944863,0.000014798197,6.2216395e-7,0.007161467,0.00034614696,0.000080868296,0.00033981094,0.0028408582,0.00018238026],"about_ca_topic_score_codex":0.00013428528,"about_ca_topic_score_gemma":0.000252312,"teacher_disagreement_score":0.17953545,"about_ca_system_score_codex":0.0006269241,"about_ca_system_score_gemma":0.00002568245,"threshold_uncertainty_score":0.50079036},"labels":[],"label_agreement":null},{"id":"W4312104133","doi":"10.1093/geroni/igac059.2092","title":"HEALTH ACROSS BORDERS: A CROSS-NATIONAL COMPARISON OF IMMIGRANT HEALTH IN EUROPE","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Immigration; Disadvantaged; Socioeconomic status; Health equity; Disadvantage; Mental health; Social determinants of health; Geography; Population; Demographic economics; Demography; Gerontology; Medicine; Public health; Political science; Sociology; Economics","score_opus":0.07068385819045349,"score_gpt":0.475148577652607,"score_spread":0.4044647194621535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312104133","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9816601,0.0007158237,0.0008400068,0.014725844,0.0005596891,0.00043207887,0.00009868505,0.00003677411,0.0009309756],"genre_scores_gemma":[0.99386865,0.000008611764,0.00026307462,0.0052862386,0.00004578637,0.00009685477,0.00028338857,0.000016088614,0.00013131142],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969773,0.00035826184,0.001568355,0.00029909427,0.0003562814,0.00044068688],"domain_scores_gemma":[0.99873203,0.00008945949,0.0006948026,0.00016761161,0.00027791873,0.000038185455],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003197217,0.00010372753,0.00030174013,0.00063749263,0.00027406463,0.000020222149,0.00015657784,0.00003076114,0.00021559683],"category_scores_gemma":[0.000105080886,0.00012664577,0.000016840717,0.0043941205,0.000043173124,0.0001047846,0.00004789132,0.0004477622,0.000010945215],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010686495,0.0005494493,0.78327984,0.000110771696,0.00000786423,0.0000019385755,0.12043908,0.0028928434,0.000018427938,0.06278255,0.006507928,0.023302425],"study_design_scores_gemma":[0.0019524944,0.00017955204,0.95661885,0.000045984714,2.823385e-7,0.000007566185,0.010916385,0.0010493175,0.00000973727,0.00090449426,0.02819571,0.00011965334],"about_ca_topic_score_codex":0.010487213,"about_ca_topic_score_gemma":0.0054940726,"teacher_disagreement_score":0.17333896,"about_ca_system_score_codex":0.0003455524,"about_ca_system_score_gemma":0.00069851323,"threshold_uncertainty_score":0.99610204},"labels":[],"label_agreement":null},{"id":"W4312104139","doi":"10.1093/geroni/igac059.2067","title":"FACTORS ASSOCIATED WITH COGNITIVE FUNCTION AMONG OLDER ADULTS IN VIETNAM","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Cardiovascular Health and Risk Factors","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cognition; Gerontology; Socioeconomic status; Cognitive decline; Psychology; Montreal Cognitive Assessment; Medicine; Dementia; Environmental health; Population; Cognitive impairment; Psychiatry; Disease","score_opus":0.02175663178796916,"score_gpt":0.2728046410831862,"score_spread":0.25104800929521703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312104139","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9983269,0.00007501025,0.000259102,0.0001333419,0.00022355547,0.00054626097,0.000007656088,0.000052441075,0.00037571613],"genre_scores_gemma":[0.99897474,0.0000026530379,0.000003595414,0.00039921585,0.000031808744,0.00009112871,0.00041746366,0.000018253,0.00006112274],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987497,0.00009248379,0.0003589885,0.00021684561,0.00036659357,0.00021544208],"domain_scores_gemma":[0.9995116,0.000068199,0.00014023967,0.00008905287,0.00016052734,0.000030391417],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059686,0.00010416168,0.0002187834,0.00073526945,0.00010496728,0.000008157134,0.000025382953,0.000047567562,0.00010087699],"category_scores_gemma":[0.00022940959,0.00009043985,0.000036408837,0.0028177032,0.000024004066,0.00010204705,0.000022914302,0.00048103297,0.0000010697602],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013324825,0.00010476543,0.9925835,0.000031519157,0.000046401296,0.000019862051,0.0024583938,0.0001245331,0.000018341925,0.000024068586,0.000031946587,0.0044234362],"study_design_scores_gemma":[0.0038433045,0.000092454015,0.98761594,0.0004154034,0.000027507052,0.0000023128462,0.0074666957,0.00026020932,0.00006996353,0.000009549925,0.000095237665,0.00010144016],"about_ca_topic_score_codex":0.00028131966,"about_ca_topic_score_gemma":0.00026109305,"teacher_disagreement_score":0.0050083017,"about_ca_system_score_codex":0.00033980288,"about_ca_system_score_gemma":0.00011514343,"threshold_uncertainty_score":0.368803},"labels":[],"label_agreement":null},{"id":"W4312104149","doi":"10.1093/geroni/igac059.2171","title":"MODELS OF OLDER ADULT GROUP ENGAGEMENT TO IMPROVE HEALTH MANAGEMENT","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Diabetes Management and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"North York General Hospital; University of Toronto","funders":"","keywords":"Peer support; Coaching; Peer group; Psychological intervention; Psychology; Self-management; Peer review; Health coaching; Quality of life (healthcare); Social support; Gerontology; Medicine; Social psychology; Psychotherapist; Psychiatry","score_opus":0.029065357781727006,"score_gpt":0.31152035009172513,"score_spread":0.2824549923099981,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312104149","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9504264,0.000039299804,0.018467082,0.013662817,0.0007470208,0.0016101629,0.000004088371,0.000058162575,0.014984993],"genre_scores_gemma":[0.98727536,0.000006136149,0.004330667,0.0068293605,0.0000414609,0.0003087237,0.000089731606,0.000012461541,0.0011060697],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9988359,0.00003716502,0.0004573155,0.00019227958,0.00029767444,0.0001796299],"domain_scores_gemma":[0.9995387,0.000010071035,0.00015052328,0.00019392325,0.00008352879,0.000023221954],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009983418,0.00006978429,0.00013001492,0.0008334661,0.000073822404,0.000009689985,0.000074542746,0.000007898627,0.00010864368],"category_scores_gemma":[0.000014728504,0.000079866055,0.000016267531,0.0016410183,0.000006077833,0.00009285284,0.00014289535,0.00012304047,0.0000040465407],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000091707574,0.001196449,0.03259699,0.0015667784,0.00012704085,0.0000068986683,0.015473877,0.0071735047,0.002022468,0.47504592,0.025821436,0.43887693],"study_design_scores_gemma":[0.016812593,0.0025969422,0.6776029,0.0021050246,0.00018190828,0.000004393751,0.08682647,0.059749406,0.0032643408,0.03726017,0.11214272,0.0014531253],"about_ca_topic_score_codex":0.00006791351,"about_ca_topic_score_gemma":0.0000025042423,"teacher_disagreement_score":0.64500594,"about_ca_system_score_codex":0.00029112675,"about_ca_system_score_gemma":0.000026610149,"threshold_uncertainty_score":0.32568434},"labels":[],"label_agreement":null},{"id":"W4312104162","doi":"10.1093/geroni/igac059.1948","title":"MAKING “NONESSENTIAL” FAMILY/VOLUNTEER CAREGIVING ESSENTIAL IN LONG-TERM CARE HOMES","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Loneliness; Preparedness; Thematic analysis; Family caregivers; Volunteer; Feeling; Long-term care; Psychology; Pandemic; Flexibility (engineering); Medicine; Qualitative research; Gerontology; Nursing; Coronavirus disease 2019 (COVID-19); Social psychology; Disease","score_opus":0.03833314486380492,"score_gpt":0.3950492868627075,"score_spread":0.3567161419989026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312104162","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99006075,0.00086258445,0.0010884453,0.0007392899,0.00428887,0.0005043359,0.0000124981925,0.00010734996,0.002335851],"genre_scores_gemma":[0.998327,0.0000127077,0.000106353546,0.0003424755,0.00039065673,0.00022165022,0.00021168278,0.000039318187,0.0003481331],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974344,0.00035048104,0.00088740414,0.00037522416,0.00041025502,0.0005422417],"domain_scores_gemma":[0.9990184,0.00014071504,0.0003295952,0.0002649131,0.00022707642,0.000019301287],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00075284176,0.00016590315,0.00028002495,0.0014557103,0.0007227338,0.000029917248,0.00022472457,0.00009409011,0.00043503245],"category_scores_gemma":[0.000074492964,0.00020033598,0.0000411261,0.0033072084,0.00002808123,0.00020370199,0.00030631275,0.00092397316,0.000015169385],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045182805,0.000047696707,0.9178577,0.0005184631,0.000009879916,0.00009598498,0.06705252,0.00043254165,0.0023063764,0.0011926682,0.0015323967,0.008908562],"study_design_scores_gemma":[0.0014807518,0.000021500164,0.8673203,0.00071066554,0.000011892859,0.000005945326,0.12728794,0.0001097119,0.00009742305,0.00022039963,0.0024056272,0.00032784007],"about_ca_topic_score_codex":0.0010394122,"about_ca_topic_score_gemma":0.0008209906,"teacher_disagreement_score":0.060235422,"about_ca_system_score_codex":0.00091482897,"about_ca_system_score_gemma":0.0003360667,"threshold_uncertainty_score":0.81694645},"labels":[],"label_agreement":null},{"id":"W4312104180","doi":"10.1093/geroni/igac059.983","title":"COMPARING EXERCISE DETERMINANTS BETWEEN BLACK AND WHITE OLDER ADULTS WITH HEART FAILURE","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Physical Activity and Health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; White (mutation); Demography; Physical activity; Race (biology); Heart failure; Health benefits; Internal medicine; Gerontology; Physical therapy; Traditional medicine","score_opus":0.03217681750986311,"score_gpt":0.30602309325317356,"score_spread":0.27384627574331044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312104180","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99701923,0.000005407499,0.00010228176,0.0024308513,0.000016877,0.00025014812,0.0000023206387,0.000027887736,0.00014500387],"genre_scores_gemma":[0.9990883,0.0000010152474,0.00040401277,0.0003640095,0.00005461654,0.0000241327,0.000018566254,0.000009918652,0.000035464138],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992834,0.00002009401,0.00020138694,0.00016966749,0.00017260807,0.00015286931],"domain_scores_gemma":[0.99973345,0.000026596483,0.0000708386,0.00009301764,0.00004484801,0.000031252468],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001860093,0.000069630405,0.00023115771,0.00020026772,0.000111513524,0.000012210895,0.000028913804,0.000017169297,0.000019418516],"category_scores_gemma":[0.000009309098,0.000065810425,0.000007477687,0.0007784267,0.000031173124,0.00012400893,0.000054601802,0.0003102909,0.0000022426032],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007255031,0.000084398875,0.99427074,0.00016515404,0.0000027395893,0.000005260125,0.0022804218,0.000023206207,0.00016370365,0.00004471281,0.00015250029,0.002734625],"study_design_scores_gemma":[0.0015031146,0.00010666693,0.99431354,0.0005896802,0.000008926318,0.000010014888,0.0011457871,0.0012250665,0.00052545674,0.000090774956,0.00039589193,0.00008508265],"about_ca_topic_score_codex":0.000073218755,"about_ca_topic_score_gemma":0.000028670778,"teacher_disagreement_score":0.0026495424,"about_ca_system_score_codex":0.0000604056,"about_ca_system_score_gemma":0.000040152736,"threshold_uncertainty_score":0.26836714},"labels":[],"label_agreement":null},{"id":"W4312104186","doi":"10.1093/geroni/igac059.2692","title":"PERCEPTIONS OF OLDER ADULTS AND CAREGIVERS OF AN AUTOMATED ROBOT TO FACILITATE AGING IN PLACE","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Labrador Retriever; Perception; Aging in place; Psychology; Pace; Gerontology; Medicine; Nursing; Geography; Surgery","score_opus":0.021053159755856605,"score_gpt":0.3079609705286808,"score_spread":0.28690781077282423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312104186","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9972164,0.000011247979,0.00017095887,0.0018100347,0.00006901428,0.00026309787,0.000014401918,0.0001429463,0.00030188978],"genre_scores_gemma":[0.99879,0.00000256246,0.0010361882,0.00005854872,0.0000045189495,0.000033388715,0.000009751382,0.0000053963718,0.000059641003],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9989602,0.00013313483,0.0003392252,0.00019130712,0.00021134257,0.00016478095],"domain_scores_gemma":[0.9995793,0.000053969972,0.00011473444,0.00011443327,0.00012007026,0.000017489812],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00073856715,0.000058824902,0.00012206226,0.0009888698,0.00013848183,0.000007767694,0.000157816,0.000039199243,0.000041414383],"category_scores_gemma":[0.00016866035,0.00007696145,0.000008323177,0.0028728582,0.000117134965,0.00020255649,0.00009196713,0.00015411286,5.9882575e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025067395,0.0001000343,0.2515413,0.00005121462,0.0000063958246,0.0000067043115,0.7116173,0.010092595,0.006544954,0.0036106086,0.00013695926,0.016266907],"study_design_scores_gemma":[0.0011474497,0.000055726374,0.563087,0.00019339987,0.0000027942442,0.000001661659,0.42944822,0.0046791914,0.0005539022,0.0002836789,0.00037623453,0.00017078436],"about_ca_topic_score_codex":0.008069887,"about_ca_topic_score_gemma":0.0062790904,"teacher_disagreement_score":0.3115457,"about_ca_system_score_codex":0.0001728048,"about_ca_system_score_gemma":0.00007636422,"threshold_uncertainty_score":0.99853545},"labels":[],"label_agreement":null},{"id":"W4312104225","doi":"10.1093/geroni/igac059.1538","title":"COMPLEXITY IN PSYCHOSOCIAL INTERVENTIONS: CASE STUDIES FROM A STROKE TRANSITIONS TRIAL","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Psychosocial; Psychological intervention; Inter-rater reliability; Social support; Coding (social sciences); Intervention (counseling); Psychology; Medicine; Nursing; Psychiatry; Rating scale; Social psychology; Developmental psychology","score_opus":0.2952807426006439,"score_gpt":0.5139851080049254,"score_spread":0.21870436540428145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312104225","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98809814,0.00024819424,0.00060143264,0.0059592756,0.0034772325,0.00074695464,0.00020281313,0.000058331276,0.00060761085],"genre_scores_gemma":[0.99797994,0.0000067789606,0.00034432783,0.0003488283,0.00034208817,0.00063474907,0.00016003918,0.000010584361,0.00017268103],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99778485,0.0006318823,0.0009770337,0.00020591865,0.00017485878,0.00022542707],"domain_scores_gemma":[0.9992083,0.00028851812,0.00023495728,0.00012839328,0.00012657771,0.000013288824],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011929763,0.00008609517,0.00023887622,0.0007296372,0.0007876778,0.000008682097,0.000078157806,0.00004626291,0.0006305013],"category_scores_gemma":[0.00017211222,0.000101080084,0.00006200244,0.0018066006,0.00004208792,0.000104863015,0.00006458768,0.0006891527,0.0000080167665],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.013195648,0.0028980325,0.0754478,0.0007628585,0.00034451426,0.0015749398,0.73327345,0.00044785926,0.0007149068,0.07372678,0.05953694,0.03807627],"study_design_scores_gemma":[0.081882164,0.00035276002,0.03305564,0.00086595345,0.00006504276,0.000038214926,0.807428,0.00036117202,0.00000998243,0.06826888,0.007143598,0.0005285846],"about_ca_topic_score_codex":0.002542812,"about_ca_topic_score_gemma":0.0061678714,"teacher_disagreement_score":0.07415456,"about_ca_system_score_codex":0.0005290084,"about_ca_system_score_gemma":0.00012025171,"threshold_uncertainty_score":0.69035476},"labels":[],"label_agreement":null},{"id":"W4312104239","doi":"10.1093/geroni/igac059.012","title":"BIDIRECTIONAL LINKS OF DAILY SLEEP QUALITY AND DURATION WITH PAIN AND SELF-RATED HEALTH IN OLD AGE","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Psychological Well-being and Life Satisfaction","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Sleep (system call); Sleep quality; Duration (music); Association (psychology); Self-rated health; Medicine; Psychology; Physical therapy; Clinical psychology; Gerontology; Insomnia; Psychiatry; Computer science","score_opus":0.03974542982542018,"score_gpt":0.35162820651791393,"score_spread":0.31188277669249376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312104239","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9939999,0.000062923784,0.0012813632,0.00270615,0.00017170337,0.00017161826,0.000005856194,0.000049570383,0.0015509259],"genre_scores_gemma":[0.99760973,0.000007113655,0.0005058073,0.0016702266,0.000024185983,0.00004516055,0.000052743788,0.0000066866724,0.000078363875],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99830407,0.0006754613,0.0005320065,0.00024044757,0.00012335434,0.0001246775],"domain_scores_gemma":[0.9994281,0.00015654558,0.00027102986,0.000088708315,0.000039878094,0.000015757583],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030597337,0.000072637624,0.00014527772,0.0004097415,0.00009610274,0.000012403229,0.000030348234,0.00006147242,0.00007729136],"category_scores_gemma":[0.00006742772,0.00007277838,0.0000055684977,0.0013283053,0.000031723273,0.000068780486,0.000017320299,0.00038943716,5.6448147e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014827166,0.00022368824,0.93309057,0.000037434333,0.00001993312,0.000007186469,0.007025384,0.0002661444,0.0011367468,0.022279628,0.0002661392,0.03549888],"study_design_scores_gemma":[0.0009404336,0.0001918845,0.99403155,0.000022646753,0.0000011896965,0.00001078016,0.0012071625,0.00052518,0.000020421821,0.0018381277,0.0011266302,0.000083975414],"about_ca_topic_score_codex":0.0013643173,"about_ca_topic_score_gemma":0.00016572644,"teacher_disagreement_score":0.060941003,"about_ca_system_score_codex":0.000087288536,"about_ca_system_score_gemma":0.000019355448,"threshold_uncertainty_score":0.2967816},"labels":[],"label_agreement":null},{"id":"W4312104262","doi":"10.1093/geroni/igac059.1720","title":"EVALUATING THE EFFECTIVENESS OF AN ONLINE TRAINING COURSE FOR MEETING NEEDS ASSOCIATED WITH CAREGIVING BURDEN","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Thematic analysis; Competence (human resources); Caregiver burden; Family caregivers; Dementia; Psychology; Medical education; Long-term care; Nursing; Action plan; Coping (psychology); Peer support; Blame; Qualitative research; Medicine; Clinical psychology; Psychiatry","score_opus":0.09219143265004479,"score_gpt":0.4163822286008305,"score_spread":0.3241907959507857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312104262","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99709475,0.000023831126,0.0009984791,0.00038986027,0.00004759993,0.0008865577,0.0000121913845,0.000025482834,0.0005212455],"genre_scores_gemma":[0.9987545,2.4798064e-7,0.00048998237,0.00010478259,0.000056777237,0.00028318012,0.00023424988,0.0000195282,0.00005677332],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982835,0.00049828616,0.0003135841,0.00015036893,0.0005339481,0.00022032556],"domain_scores_gemma":[0.9981312,0.00097172474,0.00019735338,0.00010872137,0.0005753234,0.000015645941],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008624829,0.00007994991,0.0001769436,0.0003628829,0.0002324317,0.000018268549,0.00008807629,0.00001722025,0.00002582827],"category_scores_gemma":[0.0012245711,0.000063567604,0.000022117038,0.0020011074,0.000041911768,0.00008940921,0.000053215306,0.00025052254,5.5999045e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015579554,0.0006166374,0.618062,0.00044895418,0.0003287212,0.000021371858,0.022222223,0.01437645,0.19504738,0.0013968789,0.0000068105514,0.14591461],"study_design_scores_gemma":[0.0076854452,0.0028539833,0.79348445,0.0016794283,0.00014224368,0.000021704227,0.09281871,0.09438784,0.006227092,0.000466791,0.000039802697,0.00019250193],"about_ca_topic_score_codex":0.00006520184,"about_ca_topic_score_gemma":0.000011443531,"teacher_disagreement_score":0.18882029,"about_ca_system_score_codex":0.0001583325,"about_ca_system_score_gemma":0.00026040612,"threshold_uncertainty_score":0.29892108},"labels":[],"label_agreement":null},{"id":"W4312104274","doi":"10.1093/geroni/igac059.2061","title":"SHORT-TERM COUPLED ASSOCIATION BETWEEN BLOOD PRESSURE AND COGNITIVE FUNCTIONING","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Cognition; Blood pressure; Association (psychology); Stressor; Psychology; Effects of sleep deprivation on cognitive performance; Developmental psychology; Clinical psychology; Medicine; Internal medicine; Psychiatry","score_opus":0.03464639380519333,"score_gpt":0.28888615583519295,"score_spread":0.2542397620299996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312104274","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99421984,0.0025734021,0.00013001822,0.0016704877,0.0001450574,0.00025507662,0.000015721509,0.000061785904,0.00092858844],"genre_scores_gemma":[0.99774116,0.000012610915,0.00005455299,0.0011318902,0.00016392815,0.00006182604,0.00010872561,0.0000112736025,0.0007140032],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990468,0.000045380057,0.0002988454,0.0001889912,0.00028398843,0.0001359779],"domain_scores_gemma":[0.99936044,0.00018828048,0.00011236943,0.000062096886,0.0002610911,0.000015729],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057728746,0.00007990023,0.00023449908,0.00028312695,0.00025548827,0.00002141091,0.000021996817,0.0000395951,0.00006436023],"category_scores_gemma":[0.00016985164,0.00008506363,0.000015284504,0.0007111411,0.0000145246,0.0000880885,0.00008909919,0.00032131857,0.0000011266253],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024065817,0.000046148394,0.9922849,0.000036888483,0.0007178164,0.000013673921,0.00094464514,0.00000763589,0.0018084071,0.00012610733,0.00041581478,0.0035738826],"study_design_scores_gemma":[0.0015650383,0.00007064175,0.98980296,0.000088705114,0.0022183117,0.000020175185,0.0011571769,0.00019666729,0.00050835544,0.00008770928,0.0041729067,0.00011136864],"about_ca_topic_score_codex":0.000031289008,"about_ca_topic_score_gemma":0.000004133723,"teacher_disagreement_score":0.003757092,"about_ca_system_score_codex":0.000013463309,"about_ca_system_score_gemma":0.000024526316,"threshold_uncertainty_score":0.3468794},"labels":[],"label_agreement":null},{"id":"W4312104301","doi":"10.1093/geroni/igac059.1849","title":"DOES AGEISM ACCELERATE BIOLOGICAL AGING","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Confounding; Gerontology; Epigenetics; Psychology; Ageing; Psychological intervention; Health and Retirement Study; Medicine; Clinical psychology; Internal medicine; Psychiatry; Biology","score_opus":0.11383599653580535,"score_gpt":0.41081981611050894,"score_spread":0.2969838195747036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312104301","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97018707,0.000087001106,0.0008870595,0.00726423,0.0012336385,0.00013695264,0.000004619299,0.0001256437,0.02007377],"genre_scores_gemma":[0.9924614,0.0000011224821,0.0001477475,0.0018818183,0.00012519752,0.00017850577,0.00003674436,0.000012036373,0.0051554292],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99841565,0.00032751806,0.00036707163,0.00034386467,0.00016219227,0.0003837245],"domain_scores_gemma":[0.9994657,0.00013607198,0.00009923234,0.00022228385,0.000058638594,0.000018044158],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013974187,0.0000960464,0.00013796831,0.0005649493,0.00029112014,0.000030087553,0.00025455715,0.000054004984,0.0033264891],"category_scores_gemma":[0.00006892318,0.00007169853,0.000020047699,0.0015066996,0.00006980694,0.000069056754,0.00019933494,0.0006642898,0.000080310754],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008832366,0.0002526395,0.7554654,0.000014181478,0.00005962904,0.00040357574,0.016348243,0.00015670703,0.0029666557,0.15375012,0.010340791,0.06015373],"study_design_scores_gemma":[0.003855265,0.0002525663,0.72317624,0.00005064153,0.0000086452565,0.00015594081,0.042645793,0.0010067238,0.0011046425,0.031461883,0.19525826,0.0010234321],"about_ca_topic_score_codex":0.0001767976,"about_ca_topic_score_gemma":0.000010532907,"teacher_disagreement_score":0.18491746,"about_ca_system_score_codex":0.00009470118,"about_ca_system_score_gemma":0.00002755354,"threshold_uncertainty_score":0.9975846},"labels":[],"label_agreement":null},{"id":"W4312104333","doi":"10.1093/geroni/igac059.1453","title":"USING COLLABORATIVE ACTION RESEARCH TO PILOT TELEPRESENCE ROBOTS IN LONG-TERM CARE","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Loneliness; Isolation (microbiology); Pandemic; Action (physics); Work (physics); Social isolation; Presentation (obstetrics); Dementia; Psychology; Action research; Videoconferencing; Health care; Long-term care; Nursing; Coronavirus disease 2019 (COVID-19); Public relations; Medicine; Computer science; Engineering; Multimedia; Pedagogy; Social psychology; Political science; Psychotherapist","score_opus":0.2543167485461804,"score_gpt":0.52566694188539,"score_spread":0.27135019333920957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312104333","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9935418,0.00007933567,0.0014635166,0.0031022537,0.0002370542,0.0011600421,0.000005933631,0.000028462766,0.0003816209],"genre_scores_gemma":[0.996977,0.0000070036554,0.0014538849,0.0009976613,0.00013994414,0.0002295599,0.00013293522,0.000016013219,0.000046009056],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980133,0.0002186009,0.0005434206,0.00027498815,0.0006207304,0.0003289696],"domain_scores_gemma":[0.9990261,0.00009354617,0.00010700331,0.0001622291,0.000568647,0.00004246689],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013327862,0.0000821215,0.00015619668,0.0021571785,0.00022728268,0.000018690083,0.00007475165,0.000020696814,0.00014920864],"category_scores_gemma":[0.00027868676,0.00009445532,0.0000064710043,0.008992944,0.000023281502,0.00016999131,0.000102379316,0.00052950636,0.0000039942083],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023171007,0.00009648368,0.9248142,0.0001792008,0.00000504315,0.000081150254,0.01098288,0.0019016383,0.03224231,0.00048419088,0.00048643473,0.028494753],"study_design_scores_gemma":[0.002351434,0.0006707369,0.95938426,0.00023247467,0.000004319854,0.000025855592,0.030266391,0.0004585398,0.0054136235,0.00010473358,0.00096917356,0.00011847343],"about_ca_topic_score_codex":0.0011482027,"about_ca_topic_score_gemma":0.0007397614,"teacher_disagreement_score":0.03457004,"about_ca_system_score_codex":0.0013220485,"about_ca_system_score_gemma":0.0004357844,"threshold_uncertainty_score":0.43208113},"labels":[],"label_agreement":null},{"id":"W4312104392","doi":"10.1093/geroni/igac059.1182","title":"RESIDENT-TO-RESIDENT AGGRESSION: PREVALENCE AND RISK FACTORS","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Aggression; Dementia; Verbal abuse; Psychology; Psychiatry; Clinical psychology; Medicine; Injury prevention; Poison control; Medical emergency; Disease","score_opus":0.030567027759265564,"score_gpt":0.3318644500093383,"score_spread":0.3012974222500727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312104392","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99674916,0.00048022773,0.00006652389,0.001241082,0.0002515672,0.00017477364,0.0000032433568,0.00004451414,0.0009889071],"genre_scores_gemma":[0.9979472,0.00070283405,0.000057904806,0.00024160638,0.00006630774,0.000033551893,0.0000020967398,0.000005977984,0.00094247697],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987654,0.00024203512,0.00023041593,0.00019291061,0.00038777554,0.00018144019],"domain_scores_gemma":[0.99955916,0.00013870845,0.00012091674,0.00009748544,0.000053421816,0.000030312873],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009821357,0.000057991878,0.00006986636,0.00035938883,0.00077779725,0.000057908892,0.0001473133,0.000021162869,0.0004482726],"category_scores_gemma":[0.00039173508,0.00006183701,0.000009666133,0.0017600989,0.000036944322,0.00017170497,0.00012172865,0.00019753564,0.000004573137],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005343033,0.000007861068,0.94082636,0.000007327534,0.0000030959739,0.000004981845,0.052009773,0.00009920436,0.00030324102,0.0014775676,0.0014572177,0.0037980308],"study_design_scores_gemma":[0.00047985621,0.00007482699,0.920891,0.00067343126,0.000013242471,0.0000017715142,0.02840852,0.00006200316,0.0023775334,0.008280759,0.038356684,0.00038036212],"about_ca_topic_score_codex":0.0044469973,"about_ca_topic_score_gemma":0.0011210438,"teacher_disagreement_score":0.036899466,"about_ca_system_score_codex":0.00012750336,"about_ca_system_score_gemma":0.00007796151,"threshold_uncertainty_score":0.67225593},"labels":[],"label_agreement":null},{"id":"W4312104393","doi":"10.1093/geroni/igac059.1604","title":"DEMENTIA-RELATED STIGMA IS ALIVE AND NOT WELL AMONG UNREGULATED HOME CARE WORKERS","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Cultural Competency in Health Care","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Dementia; Stigma (botany); Prejudice (legal term); Psychology; Social distance; Psychiatry; Social psychology; Clinical psychology; Developmental psychology; Medicine; Disease","score_opus":0.02424654379459686,"score_gpt":0.3095696850534868,"score_spread":0.28532314125888997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312104393","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9909961,0.00040512637,0.000007716275,0.0033453736,0.0006523407,0.00033980454,0.000009043856,0.00009576697,0.0041487245],"genre_scores_gemma":[0.99866456,0.000013528285,0.000085909,0.0006807695,0.00004621668,0.00002932468,0.000050622082,0.000010316201,0.0004187459],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983765,0.0002134019,0.0004339255,0.00025611717,0.00043518352,0.00028489955],"domain_scores_gemma":[0.9993309,0.00007392861,0.00019408326,0.0001057177,0.00025781442,0.000037566653],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00067296234,0.00009406835,0.0001178848,0.00031544265,0.0009926512,0.00006482498,0.00016034655,0.000057997775,0.0007050454],"category_scores_gemma":[0.00007432142,0.0001086409,0.000018297005,0.003025511,0.00012529102,0.0002237573,0.00010940846,0.00031433292,0.000005658297],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011067826,0.000006595158,0.83950496,0.000043858272,0.00002242312,0.000010718516,0.1468485,0.00032266258,0.000201189,0.006378975,0.0013614974,0.005287545],"study_design_scores_gemma":[0.00086997566,0.00003692401,0.74132806,0.00015483766,0.000020586876,0.0000020275784,0.22964153,0.0005908965,0.00020096621,0.0024024325,0.024330335,0.0004214507],"about_ca_topic_score_codex":0.008252363,"about_ca_topic_score_gemma":0.0013479947,"teacher_disagreement_score":0.09817692,"about_ca_system_score_codex":0.00043457362,"about_ca_system_score_gemma":0.00012476437,"threshold_uncertainty_score":0.99835175},"labels":[],"label_agreement":null},{"id":"W4312104397","doi":"10.1093/geroni/igac059.1183","title":"USE OF MOTIVATIONAL INTERVIEWING IN THE CONTEXT OF ELDER ABUSE INTERVENTION: THE RISE PROJECT","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Motivational interviewing; Context (archaeology); Intervention (counseling); Psychological intervention; Ambivalence; Psychology; General partnership; Feeling; Focus group; Harm; Applied psychology; Social psychology; Political science; Sociology; Psychiatry","score_opus":0.11056878376451484,"score_gpt":0.36690784355163497,"score_spread":0.2563390597871201,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312104397","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9970552,0.00016331956,0.00021874721,0.001415491,0.000120495395,0.00031374925,0.000002665598,0.000007271915,0.0007030971],"genre_scores_gemma":[0.9993187,0.000031396346,0.00004536839,0.0004272493,0.000025545784,0.000079285455,0.0000045749366,0.000003722602,0.0000641311],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99842346,0.00059563236,0.00048692647,0.00009038353,0.0003038344,0.00009976949],"domain_scores_gemma":[0.9991814,0.0003336201,0.0002416847,0.00011463749,0.00012587706,0.0000027859128],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023340785,0.000045953144,0.00008571431,0.00032539747,0.00016187277,0.00002180983,0.0002627058,0.000016818449,0.00011861433],"category_scores_gemma":[0.000250564,0.000034142002,0.000036162197,0.002686585,0.00009477685,0.0002433129,0.00004790058,0.00019993761,3.5059932e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046786205,0.0002629,0.2533768,0.00003612277,0.000022461478,0.0000028781922,0.6423883,0.00013864528,0.00051162747,0.073377445,0.0011685293,0.028667547],"study_design_scores_gemma":[0.0031357296,0.0002459177,0.18595326,0.0018593017,0.000030183524,0.0000069520006,0.6927041,0.0010033629,0.004153251,0.013186529,0.09728184,0.0004395866],"about_ca_topic_score_codex":0.0046386556,"about_ca_topic_score_gemma":0.0024018616,"teacher_disagreement_score":0.09611332,"about_ca_system_score_codex":0.0000605224,"about_ca_system_score_gemma":0.00006925372,"threshold_uncertainty_score":0.70122904},"labels":[],"label_agreement":null},{"id":"W4312104400","doi":"10.1093/geroni/igac059.1339","title":"TRAINING THE NEXT GENERATION OF GERONTOLOGICAL LEADERSHIP: WHO AND HOW?","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Diversity (politics); Demographics; Workforce; Perspective (graphical); Representation (politics); Context (archaeology); Public relations; Training (meteorology); Political science; Psychology; Sociology; History; Computer science; Geography; Politics; Artificial intelligence","score_opus":0.5386258727292582,"score_gpt":0.4209694115606511,"score_spread":0.11765646116860712,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312104400","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97682536,0.00051539583,0.0015011412,0.016309692,0.00021885987,0.00011519682,0.0000014353137,0.00001890248,0.004494015],"genre_scores_gemma":[0.9973508,0.0000010036588,0.00011570902,0.000754037,0.000072485804,0.00007451386,0.000010669096,0.000005619555,0.0016151392],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9989645,0.00032501275,0.00019505185,0.00017725615,0.00014377167,0.00019441605],"domain_scores_gemma":[0.99955803,0.00015726857,0.00009728573,0.00013313763,0.000045602956,0.000008701796],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013746349,0.000056804285,0.000109618915,0.00020594157,0.00019019612,0.000022223992,0.0001187716,0.000039764498,0.0002666601],"category_scores_gemma":[0.000097446056,0.00004710403,0.000010870867,0.0006203308,0.00012309,0.00006901919,0.00005510431,0.0003633586,0.0000013793217],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000096878306,0.00011951853,0.12439987,0.000033256638,0.00007576586,0.0000411301,0.20137556,0.00019719705,0.009981124,0.32802442,0.012258841,0.32339644],"study_design_scores_gemma":[0.00304772,0.00048134834,0.29206535,0.000050331862,0.000020981897,0.0003129876,0.6594245,0.016548347,0.0006666595,0.0036604467,0.023172835,0.0005485364],"about_ca_topic_score_codex":0.000048383536,"about_ca_topic_score_gemma":0.000028930719,"teacher_disagreement_score":0.4580489,"about_ca_system_score_codex":0.00003072331,"about_ca_system_score_gemma":0.000022469509,"threshold_uncertainty_score":0.2919741},"labels":[],"label_agreement":null},{"id":"W4312104403","doi":"10.1093/geroni/igac059.1240","title":"ORGANIZATIONAL CONTEXT AND QUALITY INDICATORS IN NURSING HOMES: A MICROSYSTEM LOOK","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary; University of Alberta","funders":"","keywords":"Staffing; Context (archaeology); Psychological intervention; Unit (ring theory); Nursing; Minimum Data Set; Logistic regression; Delirium; Medicine; Quality (philosophy); Psychology; Nursing homes; Psychiatry; Geography","score_opus":0.037844753368014857,"score_gpt":0.39542380078659745,"score_spread":0.3575790474185826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312104403","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9945993,0.00026104346,0.00019691022,0.0019830554,0.0007188449,0.00033349782,0.000014219039,0.00004361972,0.0018495206],"genre_scores_gemma":[0.99872255,0.0000044357066,0.00009079577,0.00059599004,0.00007338494,0.00006276104,0.000083976214,0.000014827525,0.0003512746],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981817,0.00038217634,0.00077746745,0.0002138502,0.00022137004,0.00022342797],"domain_scores_gemma":[0.9991878,0.00028044105,0.0002967306,0.00010999658,0.00010631068,0.000018709965],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017402004,0.00008011636,0.00018201812,0.0014277095,0.0004389064,0.000012180346,0.00007923845,0.00006304654,0.00022589782],"category_scores_gemma":[0.00019332033,0.00009233593,0.000008775824,0.004450293,0.00003292437,0.000083701816,0.00006743313,0.0005183446,0.000006418456],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023292954,0.000047104266,0.8997482,0.00010978677,0.000002958435,0.0000024133253,0.037768234,0.0000090537205,0.00082428433,0.056730468,0.000736876,0.003997321],"study_design_scores_gemma":[0.0023294399,0.000026134487,0.76408404,0.0006492184,0.000004503915,0.000006269015,0.22209738,0.000047925012,0.000118889504,0.006303097,0.004082935,0.00025016378],"about_ca_topic_score_codex":0.00034476334,"about_ca_topic_score_gemma":0.00012305388,"teacher_disagreement_score":0.18432915,"about_ca_system_score_codex":0.0006791707,"about_ca_system_score_gemma":0.00028169955,"threshold_uncertainty_score":0.376535},"labels":[],"label_agreement":null},{"id":"W4312104411","doi":"10.1093/geroni/igac059.265","title":"DECISION-AID INTERVENTIONS TO SUPPORT DEMENTIA CAREGIVERS' DECISION-MAKING ABOUT FEEDING OPTIONS","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Dementia; Decision aids; Intervention (counseling); Medicine; Psychology; Nursing; Disease; Alternative medicine","score_opus":0.11021658145935594,"score_gpt":0.45120068004552233,"score_spread":0.3409840985861664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312104411","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8968471,0.00062586035,0.0975651,0.00060790754,0.0009174183,0.00034362968,0.000032457112,0.00005931712,0.003001151],"genre_scores_gemma":[0.95666337,0.000036403733,0.042480372,0.0004583104,0.000076331,0.000077043114,0.000063077314,0.00001821101,0.00012689848],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99818534,0.00003418601,0.0008204008,0.00027073585,0.00047083167,0.00021852281],"domain_scores_gemma":[0.99884826,0.00030662448,0.00021236595,0.00022830817,0.0003624729,0.000041986063],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007918486,0.000118038406,0.0002457989,0.0015346629,0.00021527565,0.000026672817,0.00016450563,0.000032412747,0.0012686342],"category_scores_gemma":[0.0009786969,0.00013337159,0.000102457794,0.0028856844,0.000025137031,0.00015904896,0.00025745074,0.000253402,0.000020691883],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029295255,0.00034417203,0.74839354,0.00025225457,0.00017726565,0.00013986818,0.01593128,0.008424268,0.0033743756,0.014902902,0.017584778,0.19018233],"study_design_scores_gemma":[0.012028414,0.0016715402,0.37352064,0.03457728,0.0005572223,0.00018477661,0.09683366,0.0032291142,0.0035993687,0.014651998,0.45751402,0.001631965],"about_ca_topic_score_codex":0.000046597484,"about_ca_topic_score_gemma":0.000031496027,"teacher_disagreement_score":0.43992925,"about_ca_system_score_codex":0.00031506488,"about_ca_system_score_gemma":0.00009216982,"threshold_uncertainty_score":0.99964434},"labels":[],"label_agreement":null},{"id":"W4312104461","doi":"10.1093/geroni/igac059.1395","title":"THE ASSOCIATION BETWEEN MEDITERRANEAN DIET ADHERENCE AND ALLOSTATIC LOAD IN OLDER ADULTS","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Allostatic load; Mediterranean diet; Medicine; Gerontology; Association (psychology); Food frequency questionnaire; Immune system; Internal medicine; Demography; Psychology; Physiology; Immunology","score_opus":0.02580389901532697,"score_gpt":0.2969721198087359,"score_spread":0.2711682207934089,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312104461","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98816556,0.00029975924,0.000013058923,0.010363051,0.00012323658,0.0002503897,0.000009289891,0.000011697343,0.000763957],"genre_scores_gemma":[0.99887127,0.000053377236,0.00005786549,0.00065025955,0.00008376937,0.000092183385,0.000055145494,0.000004910498,0.00013120969],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99908906,0.00003875018,0.00029889427,0.000115298484,0.00032973217,0.0001282563],"domain_scores_gemma":[0.9994604,0.00025811102,0.00010889281,0.000052742234,0.000109285305,0.00001059867],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007812654,0.00005137694,0.00010212597,0.00010119665,0.000158146,0.000013927999,0.000034694123,0.00001706804,0.000025490745],"category_scores_gemma":[0.00029650537,0.00004402285,0.000008577775,0.0007382992,0.000015859825,0.000046462577,0.000056589917,0.00020435336,0.0000013815933],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011312063,0.00004842034,0.9852296,0.000047665344,0.000017080627,0.0000081556655,0.002307501,0.0000038882195,0.00004958313,0.0007709106,0.0024065904,0.008997455],"study_design_scores_gemma":[0.0020134512,0.0001124148,0.98732126,0.00015206895,0.000006120149,0.0000015597823,0.0026626275,0.00014213358,0.000017293349,0.001435943,0.0060771694,0.00005793141],"about_ca_topic_score_codex":0.00016765393,"about_ca_topic_score_gemma":0.000102663114,"teacher_disagreement_score":0.010705719,"about_ca_system_score_codex":0.0003320198,"about_ca_system_score_gemma":0.000030955438,"threshold_uncertainty_score":0.17951997},"labels":[],"label_agreement":null},{"id":"W4312104470","doi":"10.1093/geroni/igac059.2025","title":"AN INNOVATIVE APPROACH TO ENHANCING COPD CARE AND MANAGEMENT IN A RURAL NORTHERN COMMUNITY","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; University of Northern British Columbia","funders":"","keywords":"Outreach; Thematic analysis; Stakeholder; Context (archaeology); Nursing; Quality (philosophy); Medicine; Process management; Business; Qualitative research; Knowledge management; Medical education; Public relations; Computer science; Political science","score_opus":0.058406612488077034,"score_gpt":0.4147772941477009,"score_spread":0.3563706816596239,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312104470","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.973268,0.000047013258,0.00055947836,0.0013972279,0.0002061256,0.0010471583,0.000010068764,0.000055731416,0.02340925],"genre_scores_gemma":[0.9789688,0.0000051526135,0.0017357164,0.018190565,0.000040053663,0.0007794515,0.00018668645,0.000017744356,0.00007580191],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977209,0.0008145696,0.00072871527,0.00017382568,0.00020727809,0.00035469074],"domain_scores_gemma":[0.9991727,0.0001300569,0.00017022758,0.00026656676,0.00022860855,0.00003187234],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019037086,0.00011251994,0.00020623027,0.0009639603,0.0010199029,0.000011159393,0.00019812892,0.000042667114,0.000021126132],"category_scores_gemma":[0.000050117833,0.00012649392,0.0000067871706,0.0034979533,0.000016246599,0.00017387542,0.0004348059,0.001221661,0.0000035433773],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004903827,0.00009742578,0.7672565,0.00063913834,0.0000076284773,0.000004931167,0.18997543,0.00021323586,0.0003213359,0.01245269,0.0003204399,0.028662186],"study_design_scores_gemma":[0.0011394484,0.00007683516,0.5765704,0.000105089544,0.0000021246603,0.0000010119575,0.41315386,0.00009482874,0.000018155784,0.0003452334,0.0083077885,0.00018521507],"about_ca_topic_score_codex":0.0029802078,"about_ca_topic_score_gemma":0.005254248,"teacher_disagreement_score":0.22317843,"about_ca_system_score_codex":0.0015683825,"about_ca_system_score_gemma":0.0002666412,"threshold_uncertainty_score":0.7844372},"labels":[],"label_agreement":null},{"id":"W4312104542","doi":"10.1093/geroni/igac059.1842","title":"EXPLORING HEALTHCARE WORKERS' GERIATRIC EDUCATION AND SUBSEQUENT COMMUNICATION WITH OLDER ADULTS","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Health care; Health literacy; Empathy; Gerontology; Terminology; Literacy; Medicine; Gerontological nursing; Nursing; Psychology; Psychiatry; Political science","score_opus":0.09598633362629046,"score_gpt":0.4170511363034074,"score_spread":0.32106480267711696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312104542","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99009347,0.00045910763,0.000537956,0.0061530517,0.00044650375,0.001048863,0.000005445419,0.00008178542,0.0011738469],"genre_scores_gemma":[0.9902973,0.00007540493,0.0024737786,0.0047240485,0.00006748385,0.0020542284,0.00018530099,0.000013236909,0.00010920547],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973607,0.0006054649,0.0013088385,0.00020570743,0.00024308056,0.00027621462],"domain_scores_gemma":[0.99837554,0.0001735709,0.0006670541,0.00032963202,0.00040630065,0.00004792456],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025721863,0.000099714096,0.0001382612,0.00063976774,0.0012863524,0.000022166174,0.00013513517,0.000038680388,0.00015367643],"category_scores_gemma":[0.00009441375,0.00009767261,0.000007729514,0.0023840393,0.00002147922,0.0013934417,0.00014282964,0.00083839236,0.00000770325],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000968347,0.00007742212,0.81615853,0.0007791717,0.000002366888,2.4222453e-7,0.05108577,0.0000337109,0.0000024712915,0.009554925,0.00029840285,0.121910155],"study_design_scores_gemma":[0.0011740633,0.00003541505,0.8907367,0.0010209568,0.000002292446,0.0000034927461,0.08779935,0.0010966334,0.000006268268,0.00041830607,0.017533394,0.00017314611],"about_ca_topic_score_codex":0.0016956162,"about_ca_topic_score_gemma":0.00013022563,"teacher_disagreement_score":0.12173701,"about_ca_system_score_codex":0.0006215106,"about_ca_system_score_gemma":0.00075213437,"threshold_uncertainty_score":0.9893713},"labels":[],"label_agreement":null},{"id":"W4312104554","doi":"10.1093/geroni/igac059.210","title":"STEPS TOWARD RAISE: CO-DESIGN OF COMPETENCY-BASED EDUCATION TO ENGAGE FAMILY CAREGIVERS AS PARTNERS","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; University of Manitoba; University of Alberta","funders":"","keywords":"Health care; Knowledge management; Process (computing); Stakeholder; Psychology; Nursing; Medical education; Public relations; Medicine; Political science; Computer science","score_opus":0.07861278795398965,"score_gpt":0.47407235352720595,"score_spread":0.39545956557321627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312104554","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9309123,0.000056202007,0.0162191,0.018594772,0.0045161,0.0023606329,0.00004266741,0.000111953676,0.027186263],"genre_scores_gemma":[0.98164505,0.0000012820091,0.0040305476,0.011067629,0.000077587414,0.0010749876,0.00025964604,0.000020910054,0.0018223374],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.997203,0.0010339086,0.00082578015,0.0002514324,0.00044563538,0.00024026251],"domain_scores_gemma":[0.99812806,0.0003754123,0.0004416091,0.0002195646,0.00078887097,0.00004651175],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016703688,0.00012162408,0.00018171583,0.0010272393,0.00057528116,0.000008587668,0.00020163585,0.000062742474,0.0011254936],"category_scores_gemma":[0.0004000141,0.00013843182,0.000021339889,0.0028699527,0.00002574472,0.00014039945,0.00005845031,0.00058393314,0.000079359204],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014456336,0.0010065357,0.053570665,0.0006105956,0.000043006723,0.0000058619808,0.21812177,0.03297442,0.09909679,0.37906864,0.2000359,0.014020194],"study_design_scores_gemma":[0.0037449105,0.00047703664,0.09749504,0.0011468871,0.000023248922,0.0000016951155,0.73133373,0.0044526607,0.0042603114,0.006730425,0.14948346,0.0008505716],"about_ca_topic_score_codex":0.00053320755,"about_ca_topic_score_gemma":0.00002061693,"teacher_disagreement_score":0.51321197,"about_ca_system_score_codex":0.0007519311,"about_ca_system_score_gemma":0.008474764,"threshold_uncertainty_score":0.9997876},"labels":[],"label_agreement":null},{"id":"W4312104589","doi":"10.1093/geroni/igac059.1196","title":"TILT TEST TOLERANCE AFTER TWO-WEEKS BED REST IN OLDER ADULTS IS NOT PROTECTED BY DAILY AEROBIC AND RESISTANCE EXERCISE","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Spaceflight effects on biology","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Research Institute for Aging; University of Waterloo","funders":"","keywords":"Medicine; Orthostatic vital signs; Bed rest; Orthostatic intolerance; Blood pressure; Physical therapy; Transcranial Doppler; Cardiology; Internal medicine","score_opus":0.007498102476351913,"score_gpt":0.25678849553922634,"score_spread":0.24929039306287443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312104589","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99128735,0.00047473318,0.000038982365,0.006555877,0.00011197668,0.0012218351,0.000017271164,0.00006119066,0.00023079645],"genre_scores_gemma":[0.99399227,0.000012146915,0.0010238355,0.003170563,0.000039319388,0.000994442,0.000058785066,0.000027410906,0.0006812014],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998476,0.00008127676,0.0004931082,0.0004533567,0.00022018625,0.00027603714],"domain_scores_gemma":[0.9992828,0.0001127484,0.00016169147,0.00028156568,0.00013296511,0.000028228742],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000518235,0.00016000215,0.0002815031,0.0005370853,0.00006804566,0.000017603781,0.000085696214,0.00006972771,0.00011904257],"category_scores_gemma":[0.0002436621,0.00016796896,0.00001304808,0.0021711183,0.000059133396,0.00010122774,0.00008235483,0.00049603754,0.000005387081],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0036952333,0.0004797552,0.6437185,0.00045328043,0.0000127356,0.00026504652,0.007260835,0.000009730829,0.33091453,0.00013946187,0.0067705754,0.0062803547],"study_design_scores_gemma":[0.011516802,0.00020658782,0.9445008,0.0019020851,0.000012004264,0.000030090225,0.00049525197,0.00070617785,0.035182796,0.000104360915,0.0049328418,0.00041019614],"about_ca_topic_score_codex":0.00016280511,"about_ca_topic_score_gemma":0.00017133802,"teacher_disagreement_score":0.30078235,"about_ca_system_score_codex":0.00018859273,"about_ca_system_score_gemma":0.00005353925,"threshold_uncertainty_score":0.68495756},"labels":[],"label_agreement":null},{"id":"W4312104668","doi":"10.1093/geroni/igac059.1270","title":"WHAT AND HOW DID IT WORK? A SYSTEMATIC REVIEW OF THE INTERVENTION STUDIES OF CHANGING PERCEPTION TOWARD OLDER ADULTS","year":2022,"lang":"en","type":"review","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; MacEwan University","funders":"","keywords":"Social work; Psychological intervention; Perception; Intervention (counseling); Psychology; General partnership; Gerontology; Curriculum; Geriatrics; Medical education; Elder abuse; Medicine; Nursing; Pedagogy; Poison control; Suicide prevention","score_opus":0.19182468413253245,"score_gpt":0.470475619105947,"score_spread":0.27865093497341453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312104668","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005100695,0.99548924,0.00007000993,0.0012816736,0.0008324281,0.0017305644,0.0000032592543,0.000012530913,0.000070200396],"genre_scores_gemma":[0.0045993556,0.9932139,0.000013543507,0.00013060134,0.000031615862,0.00087414123,0.000035660734,0.000020988995,0.0010801986],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99675274,0.0012702723,0.0011734113,0.0003133443,0.00028531905,0.00020492918],"domain_scores_gemma":[0.9976121,0.00037098708,0.0013990629,0.0003950843,0.00021413813,0.000008620634],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038444302,0.00019924554,0.0014611214,0.00082073075,0.00006899132,0.000022765607,0.000264337,0.000104654755,0.00013781326],"category_scores_gemma":[0.00069900625,0.0001388647,0.00018435196,0.0025340405,0.00010719766,0.0001362896,0.00025650434,0.00046542168,0.000002714239],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000026454304,0.000026609136,0.000053470983,0.7539501,0.00016391982,0.000001468202,0.012730303,2.2924612e-8,3.0273807e-8,0.00022656583,0.00026745928,0.23257738],"study_design_scores_gemma":[0.00017662584,0.000019979158,0.00007492684,0.9502081,0.0002767271,0.000024284876,0.045217417,0.0000017501239,9.0591875e-8,0.000012251276,0.003878581,0.0001092401],"about_ca_topic_score_codex":0.000009061218,"about_ca_topic_score_gemma":0.0000036744843,"teacher_disagreement_score":0.23246814,"about_ca_system_score_codex":0.00014348046,"about_ca_system_score_gemma":0.000027812544,"threshold_uncertainty_score":0.5662738},"labels":[],"label_agreement":null},{"id":"W4312104676","doi":"10.1093/geroni/igac059.1012","title":"NEIGHBORHOOD WALKABILITY INFLUENCES ASSOCIATIONS BETWEEN PHYSICAL ACTIVITY AND GAIT MEASURES IN OLDER ADULTS","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Walkability; Actigraphy; Gait; Medicine; Demography; Physical activity; Physical medicine and rehabilitation; Internal medicine","score_opus":0.03184754121586116,"score_gpt":0.3284116031351482,"score_spread":0.2965640619192871,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312104676","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9963472,0.000015098074,0.000059705322,0.0018920191,0.00007106139,0.0002512248,0.000025138597,0.000040996365,0.0012975489],"genre_scores_gemma":[0.9997309,0.0000010142862,0.000017722961,0.000078045625,0.00008761422,0.000047936737,0.00001674191,0.000004163579,0.000015854093],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99856657,0.00025805744,0.0002777376,0.00026780562,0.00042109884,0.0002087585],"domain_scores_gemma":[0.99941903,0.00021787974,0.00015122464,0.00009371873,0.00009610437,0.000022052578],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017676471,0.00007454138,0.00016076345,0.00020907626,0.0004559108,0.000051937,0.0001423148,0.00003865401,0.0000365681],"category_scores_gemma":[0.0003117293,0.00008374251,0.00001968054,0.0022280435,0.00010752792,0.0005236598,0.000043961147,0.00033229796,5.3046335e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005368465,0.00014110091,0.9649539,0.0000064949622,0.0000030947253,5.8633947e-7,0.018764166,0.000019455018,0.00005500132,0.0016461291,0.0000064823644,0.01439824],"study_design_scores_gemma":[0.0002963422,0.0000063052144,0.99073994,0.000011455124,0.0000030361975,1.5011636e-8,0.0019309829,0.00007055038,0.000056249828,0.006690695,0.00010032726,0.00009412324],"about_ca_topic_score_codex":0.008359844,"about_ca_topic_score_gemma":0.0042980947,"teacher_disagreement_score":0.025786037,"about_ca_system_score_codex":0.00027911962,"about_ca_system_score_gemma":0.0001321284,"threshold_uncertainty_score":0.9982436},"labels":[],"label_agreement":null},{"id":"W4312104699","doi":"10.1093/geroni/igac059.559","title":"POPULATION TRENDS IN HEALTHCARE USE BY MEXICAN ADULTS AGED 60 AND OLDER WITH AND WITHOUT COGNITIVE IMPAIRMENT","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging, Health, and Disability","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Odds ratio; Odds; Context (archaeology); Population; Gerontology; Cognition; Health care; Cognitive impairment; Outpatient clinic; Montreal Cognitive Assessment; Demography; Logistic regression; Psychiatry; Environmental health; Internal medicine","score_opus":0.0233071101119834,"score_gpt":0.33105432983296756,"score_spread":0.3077472197209842,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312104699","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9942706,0.00008992319,0.000053834447,0.0050522573,0.000028413104,0.00041426648,0.000019461942,0.000027873519,0.000043354048],"genre_scores_gemma":[0.99737763,0.00000787995,0.0001520853,0.0018844708,0.000017498145,0.000077583645,0.00040312792,0.000011693899,0.00006799791],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99888146,0.00010924693,0.0003532825,0.0002795587,0.00020574796,0.00017073221],"domain_scores_gemma":[0.9996384,0.000038706414,0.00012146386,0.000085496686,0.00007041447,0.000045557746],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005204728,0.0000960497,0.0001845614,0.0003876832,0.000119018805,0.00001498888,0.000015053353,0.000028513472,0.000023528884],"category_scores_gemma":[0.000049916413,0.00009053794,0.0000058766873,0.0010561907,0.000040559244,0.00014390884,0.00002649936,0.00027497858,8.2753616e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041801028,0.00010438425,0.979844,0.00011722168,0.000004219805,0.000005322474,0.006363887,0.000004140049,0.00002081502,0.00013453233,0.000065281354,0.012918205],"study_design_scores_gemma":[0.0036516509,0.0002239363,0.99104905,0.00020496921,0.0000063074704,0.000017351553,0.004084166,0.0005267058,0.000016246084,0.00010423574,0.000024852316,0.00009051433],"about_ca_topic_score_codex":0.008723528,"about_ca_topic_score_gemma":0.0014512386,"teacher_disagreement_score":0.012827691,"about_ca_system_score_codex":0.0002203715,"about_ca_system_score_gemma":0.00004403415,"threshold_uncertainty_score":0.9978775},"labels":[],"label_agreement":null},{"id":"W4312104719","doi":"10.1093/geroni/igac059.1238","title":"UNDERSTANDING LEADERSHIP IN NURSING HOME CONTEXT THROUGH ADAPTIVE LEADERSHIP FRAMEWORK FOR CHRONIC ILLNESS","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Organizational Learning and Leadership","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta; University of Toronto","funders":"","keywords":"Facilitation; Context (archaeology); Teamwork; Nursing; Quality (philosophy); Psychology; Shared leadership; Work (physics); Leadership studies; Leadership style; Medicine; Management; Social psychology; Engineering","score_opus":0.3001787856284109,"score_gpt":0.3099851788706662,"score_spread":0.009806393242255296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312104719","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.111359596,0.0012388185,0.7762688,0.097769335,0.0036132422,0.0018979977,0.000011713061,0.000622187,0.007218331],"genre_scores_gemma":[0.9913771,8.617612e-7,0.0006476353,0.0065999455,0.0009476151,0.00010342708,0.000102896105,0.000067867004,0.00015263305],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9980325,0.00005824634,0.00053802785,0.00042054857,0.00036992918,0.00058075256],"domain_scores_gemma":[0.9990007,0.00036196096,0.00035198472,0.00015253619,0.00012680954,0.0000059564945],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011971594,0.00020637951,0.00023769807,0.0011327621,0.00057147146,0.0001944095,0.00025502214,0.000095793555,0.00027710368],"category_scores_gemma":[0.00046867767,0.00025968603,0.000040781284,0.0049439324,0.00010195632,0.0010330358,0.00005796789,0.0007678879,0.000021050422],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008206913,0.000069391725,0.01705695,0.00022049379,0.000010557032,0.0000058036685,0.0056903707,0.010725734,0.00007213145,0.96289754,0.0005935131,0.0025754368],"study_design_scores_gemma":[0.0030632277,0.000060221726,0.009217877,0.002065387,0.000027500242,0.000006441276,0.48435637,0.020241091,0.000109573186,0.47293147,0.0068616294,0.001059197],"about_ca_topic_score_codex":0.000090482186,"about_ca_topic_score_gemma":0.00005329209,"teacher_disagreement_score":0.8800175,"about_ca_system_score_codex":0.0014632348,"about_ca_system_score_gemma":0.00009820747,"threshold_uncertainty_score":0.9999855},"labels":[],"label_agreement":null},{"id":"W4312104748","doi":"10.1093/geroni/igac059.109","title":"PREVALENCE AND PREDICTORS OF INCREASED VERBAL/PHYSICAL CONFLICT DURING COVID-19: CLSA FINDINGS","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Mental health; Anxiety; Verbal abuse; Marital status; Logistic regression; Ethnic group; Social support; Gerontology; Psychology; Medicine; Physical abuse; Depression (economics); Cohort; Sexual abuse; Demography; Clinical psychology; Psychiatry; Poison control; Suicide prevention; Environmental health; Population","score_opus":0.02491526634014076,"score_gpt":0.32276824876337024,"score_spread":0.2978529824232295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312104748","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99827,0.00007316695,0.000022614058,0.0006724235,0.00008381514,0.00015184682,0.000007032196,0.000045544308,0.0006736055],"genre_scores_gemma":[0.99942183,0.000053102303,0.000014061155,0.00032481633,0.000064097665,0.000028135133,0.000003937571,0.0000053705817,0.0000846432],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998983,0.0001495538,0.00022565115,0.00016284532,0.00032448996,0.00015442692],"domain_scores_gemma":[0.9995459,0.00019374723,0.000098795506,0.00007538969,0.000045907585,0.00004028933],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00073930464,0.000055346973,0.000096554315,0.00026861098,0.00044910985,0.000020102894,0.0001255188,0.00002268939,0.000084903906],"category_scores_gemma":[0.0004823937,0.00006593212,0.000013348547,0.0014078201,0.00012257678,0.00016102707,0.00007881826,0.0001632768,4.846566e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023581799,0.00004277782,0.90308857,0.00009267201,0.000008155881,0.0000053647686,0.07428992,0.000081185724,0.013606968,0.008469523,0.00013614548,0.00015512489],"study_design_scores_gemma":[0.0027859628,0.0001561069,0.94064736,0.0003415962,0.000034290264,0.000008214128,0.016035827,0.0005459705,0.016809395,0.0052519385,0.016846135,0.0005372003],"about_ca_topic_score_codex":0.0012703645,"about_ca_topic_score_gemma":0.00005788671,"teacher_disagreement_score":0.058254093,"about_ca_system_score_codex":0.00015788796,"about_ca_system_score_gemma":0.00019600979,"threshold_uncertainty_score":0.34542355},"labels":[],"label_agreement":null},{"id":"W4312104761","doi":"10.1093/geroni/igac059.2606","title":"DAILY EXERCISE DOES NOT ALTER CEREBRAL BLOOD FLOW REGULATION DURING TILT IN OLDER ADULTS AFTER TWO WEEKS OF BEDREST","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Cardiovascular Health and Disease Prevention","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Research Institute for Aging; University of Waterloo","funders":"","keywords":"Medicine; Supine position; Cerebral blood flow; Blood pressure; Aerobic exercise; Orthostatic vital signs; Randomized controlled trial; Vascular resistance; Physical therapy; Cardiology; Internal medicine; Anesthesia","score_opus":0.0071520749334317195,"score_gpt":0.2607474494003508,"score_spread":0.25359537446691904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312104761","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99819386,0.00020294679,0.00018700476,0.00047804782,0.0002133046,0.0005803565,0.000013929963,0.00002860598,0.000101935504],"genre_scores_gemma":[0.99873495,0.000006264939,0.00038554487,0.00023099344,0.000111516936,0.0002381441,0.00015991995,0.000018261107,0.00011441749],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99842125,0.000070458875,0.0006489478,0.0002619025,0.00039603273,0.00020142588],"domain_scores_gemma":[0.9994279,0.000013499564,0.00014555389,0.00025765476,0.00011802348,0.000037368405],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005556054,0.000101237325,0.00022804781,0.0007768,0.000053593063,0.000009601624,0.000045442997,0.00003426964,0.0002661358],"category_scores_gemma":[0.00005136962,0.0001024529,0.00007604631,0.0010695229,0.000015976893,0.00016458452,0.000072418836,0.00021667583,0.0000023956022],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028892478,0.0005903196,0.9544143,0.0014240592,0.00004639289,0.000117433636,0.004008424,0.002920601,0.012077793,0.00012929809,0.000027239366,0.02135491],"study_design_scores_gemma":[0.008245714,0.0000144406795,0.98060185,0.0007094845,0.00004577248,0.0000158421,0.00032722665,0.0024194282,0.0073381225,0.00015739254,0.000016169019,0.0001085366],"about_ca_topic_score_codex":0.00021953315,"about_ca_topic_score_gemma":0.000060880713,"teacher_disagreement_score":0.026187588,"about_ca_system_score_codex":0.0001207345,"about_ca_system_score_gemma":0.00007667813,"threshold_uncertainty_score":0.41779077},"labels":[],"label_agreement":null},{"id":"W4312104801","doi":"10.1093/geroni/igac059.478","title":"CUMULATIVE DAILY DISCRIMINATION AS A RISK FACTOR FOR REDUCED PURPOSE","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Feeling; Psychology; Age discrimination; Developmental psychology; Gerontology; Demography; Medicine; Social psychology; Political science; Sociology","score_opus":0.10086486467845615,"score_gpt":0.43565339897044086,"score_spread":0.33478853429198474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312104801","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9819731,0.000049793398,0.0067875516,0.0019573746,0.00063574506,0.00049685466,0.000068599984,0.0000625479,0.007968428],"genre_scores_gemma":[0.9927441,3.9048652e-7,0.00033860884,0.00026746144,0.0000693487,0.0006251565,0.00008503709,0.000017457727,0.0058524436],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99862754,0.00026405815,0.0003492582,0.00030236665,0.00018902436,0.0002677668],"domain_scores_gemma":[0.9992023,0.00025628804,0.00018820699,0.00019002953,0.00014673552,0.000016443508],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009330021,0.00008818575,0.000120658086,0.000606747,0.00030923306,0.000021897535,0.0001520421,0.00004557205,0.000951826],"category_scores_gemma":[0.00036710783,0.00009695294,0.000024965011,0.0010576381,0.00003980682,0.00010569105,0.000068486544,0.0003926688,0.000029460061],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007593148,0.00050574314,0.10296872,0.000045675744,0.00014219091,0.000035357152,0.20038149,0.00045677304,0.003642273,0.2692153,0.0068089576,0.41503823],"study_design_scores_gemma":[0.008076741,0.0008975249,0.771582,0.000057677436,0.000039174538,0.00006174612,0.09509109,0.0082101105,0.002070124,0.075012,0.037967004,0.0009348151],"about_ca_topic_score_codex":0.00030804236,"about_ca_topic_score_gemma":0.000026578091,"teacher_disagreement_score":0.66861326,"about_ca_system_score_codex":0.00016892386,"about_ca_system_score_gemma":0.000053151838,"threshold_uncertainty_score":0.99996144},"labels":[],"label_agreement":null},{"id":"W4312104802","doi":"10.1093/geroni/igac059.1190","title":"OLDER ADULTS' WORK DISRUPTIONS IN APRIL/MAY 2020: IMPLICATIONS FOR WORK STATUS AND MENTAL HEALTH OVER 6 MONTHS","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Anxiety; Quarter (Canadian coin); Coping (psychology); Depressive symptoms; Job loss; Coronavirus disease 2019 (COVID-19); Gerontology; Psychology; Unemployment; Pandemic; Work hours; Work (physics); Medicine; Psychiatry; Disease; Geography","score_opus":0.038550511605864465,"score_gpt":0.4127981319826101,"score_spread":0.37424762037674564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312104802","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93660855,0.0005832673,0.0002697663,0.05942519,0.00046676036,0.0019934103,0.00012901198,0.000056754114,0.00046725792],"genre_scores_gemma":[0.99346447,0.00010388706,0.00035499313,0.002476374,0.00009303142,0.0025835591,0.00031070845,0.000023098488,0.0005899026],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982484,0.000120568955,0.0007388746,0.0002847662,0.00012605824,0.0004813534],"domain_scores_gemma":[0.99927443,0.00021040958,0.0002572405,0.00013626115,0.00008475492,0.000036889447],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00074586883,0.000117809715,0.0001893411,0.00037548298,0.0013824537,0.000011742085,0.00007463021,0.00003769606,0.00011487804],"category_scores_gemma":[0.00006937812,0.0001273702,0.000019087207,0.0023443247,0.0000304988,0.00012773884,0.00020168758,0.0004044019,0.0000028081906],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051595554,0.00007028697,0.9361252,0.000056981036,0.0000083019295,1.3628642e-7,0.022426428,0.000015610725,0.000005038385,0.015308202,0.0202432,0.0056889863],"study_design_scores_gemma":[0.0014351715,0.000021735561,0.9531495,0.00021628149,0.0000017940137,1.4152471e-7,0.013732358,0.000020289062,2.8598913e-7,0.0010995449,0.030205097,0.00011777705],"about_ca_topic_score_codex":0.00042966582,"about_ca_topic_score_gemma":0.0005873424,"teacher_disagreement_score":0.05694882,"about_ca_system_score_codex":0.00053681264,"about_ca_system_score_gemma":0.000107795386,"threshold_uncertainty_score":0.9999176},"labels":[],"label_agreement":null},{"id":"W4312104804","doi":"10.1093/geroni/igac059.891","title":"WELL-BEING DURING THE COVID-19 PANDEMIC: THE ROLES OF DEMOGRAPHICS, PERSONALITY, AND SOCIAL TIES","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Psychological Well-being and Life Satisfaction","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychology; Social distance; Pandemic; Psychosocial; Context (archaeology); Interpersonal ties; Personality; Big Five personality traits; Population; Distancing; Gerontology; Coronavirus disease 2019 (COVID-19); Social psychology; Demography; Sociology; Medicine; Geography; Psychiatry","score_opus":0.050170607048367365,"score_gpt":0.34901538346085037,"score_spread":0.298844776412483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312104804","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98174155,0.00013780846,0.00018216595,0.00946044,0.00031757707,0.00013517428,0.00000508629,0.00005048981,0.007969701],"genre_scores_gemma":[0.9961492,0.00001117214,0.000010163982,0.003372764,0.00011766807,0.00005740715,0.000007527606,0.000008492691,0.0002656191],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985988,0.00045447965,0.00036330335,0.00020266436,0.00020990394,0.00017083285],"domain_scores_gemma":[0.9992781,0.00032348753,0.00021924694,0.00013334244,0.00003384366,0.000011957931],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019509135,0.00008637544,0.00011200157,0.00022637552,0.00079469895,0.000026247422,0.00016860582,0.000050970757,0.00032246677],"category_scores_gemma":[0.000079347796,0.00006166851,0.000031593685,0.0009686543,0.00021083107,0.000045818848,0.00010040992,0.0004968346,0.000001833836],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049128386,0.000029674644,0.8516165,0.000021351496,0.000029526014,0.0000020866,0.034009263,0.00010068549,0.00050480315,0.11113995,0.0004909276,0.002006094],"study_design_scores_gemma":[0.0007932959,0.000024133846,0.9190291,0.0000072517814,0.000010208272,0.00006795512,0.033588447,0.00005268176,0.000013825382,0.022196606,0.024089549,0.00012690901],"about_ca_topic_score_codex":0.00036332099,"about_ca_topic_score_gemma":0.000098524986,"teacher_disagreement_score":0.08894335,"about_ca_system_score_codex":0.00006533687,"about_ca_system_score_gemma":0.000016511702,"threshold_uncertainty_score":0.6112262},"labels":[],"label_agreement":null},{"id":"W4312104844","doi":"10.1093/geroni/igac059.1309","title":"WHAT CAN DUAL-TASK WALKING AND TAPPING TELL US ABOUT SUBJECTIVE COGNITIVE DECLINE? AN FNIRS STUDY","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Finger tapping; Tapping; Cognition; Task (project management); Gait; Cognitive decline; Physical medicine and rehabilitation; Effects of sleep deprivation on cognitive performance; Dual (grammatical number); Medicine; Audiology; Psychology; Neuroscience; Internal medicine; Dementia","score_opus":0.02660409180117977,"score_gpt":0.35085260452685607,"score_spread":0.3242485127256763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312104844","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9966454,0.00013047125,0.00021325183,0.0004560836,0.00020419096,0.0011659566,0.000007807039,0.000049350674,0.0011275226],"genre_scores_gemma":[0.99776113,0.000025858726,0.00004524012,0.001474879,0.000089115434,0.00026538258,0.000113241724,0.000024263087,0.00020087647],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99792117,0.0002587689,0.00044525304,0.0004351314,0.00060411723,0.00033554848],"domain_scores_gemma":[0.99904746,0.00019201632,0.00013778576,0.00012542255,0.00044026438,0.000057041172],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017461646,0.00014891938,0.00022091491,0.0009406618,0.00034438618,0.0001691837,0.000062425905,0.000025532601,0.00019183123],"category_scores_gemma":[0.00031374994,0.0001605385,0.000018760384,0.00197781,0.000062537714,0.00046593192,0.00026075312,0.0004915789,0.0000025956601],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015672551,0.00048941013,0.94930506,0.000030417294,0.0000671538,0.00022089588,0.014549226,0.00000991955,0.0031597663,0.00008031016,0.000005506087,0.031925585],"study_design_scores_gemma":[0.0030729705,0.00063877966,0.8841374,0.00017879123,0.000036428213,0.000038759536,0.10990468,0.00046690548,0.001062431,0.0001655424,0.00014314204,0.00015419465],"about_ca_topic_score_codex":0.0002728567,"about_ca_topic_score_gemma":0.0001509017,"teacher_disagreement_score":0.09535545,"about_ca_system_score_codex":0.00019918177,"about_ca_system_score_gemma":0.00014895118,"threshold_uncertainty_score":0.654657},"labels":[],"label_agreement":null},{"id":"W4312104861","doi":"10.1093/geroni/igac059.883","title":"METHODOLOGICAL AND ETHICAL REFLECTIONS FROM RESEARCH ON NEIGHBOURHOOD-BUILT ENVIRONMENT AND DEMENTIA","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; University of Northern British Columbia; Simon Fraser University","funders":"","keywords":"Neighbourhood (mathematics); Built environment; Documentation; Dementia; Community engagement; Sociology; Psychology; Public relations; Computer science; Engineering; Political science; Medicine","score_opus":0.37616491837934607,"score_gpt":0.5096895342290233,"score_spread":0.13352461584967723,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312104861","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97736895,0.00013450484,0.0025527107,0.014591542,0.000044584383,0.00030804498,0.0000054556112,0.000018595927,0.0049756067],"genre_scores_gemma":[0.99483657,0.00006636513,0.0027593905,0.0019112115,0.00005374723,0.00016030887,0.00003764397,0.000008579882,0.00016617925],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977664,0.0007804888,0.00026489559,0.0003280944,0.0006232393,0.00023688993],"domain_scores_gemma":[0.9990769,0.0006573486,0.00003738674,0.00011781597,0.000064016145,0.000046553054],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004182366,0.00007176946,0.0001309388,0.0006082071,0.00034630837,0.00003619867,0.000047520978,0.000060877566,0.0017542633],"category_scores_gemma":[0.00043283548,0.00006792811,0.000011788836,0.000823322,0.0001224963,0.00003095553,0.0002780145,0.0013909639,0.0000075459793],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00049909105,0.00043911723,0.7968712,0.000038280203,0.00011922813,0.00012255646,0.0013754743,0.00003982859,0.06606991,0.025850764,0.00070437853,0.10787019],"study_design_scores_gemma":[0.0013845884,0.00065522664,0.9711261,0.000036235273,0.000016962917,0.000018755889,0.0018950097,0.00031302407,0.0024325505,0.00964083,0.012394034,0.00008672286],"about_ca_topic_score_codex":0.00014949069,"about_ca_topic_score_gemma":0.000007461915,"teacher_disagreement_score":0.17425488,"about_ca_system_score_codex":0.00012740375,"about_ca_system_score_gemma":0.00004590465,"threshold_uncertainty_score":0.99915826},"labels":[],"label_agreement":null},{"id":"W4312104880","doi":"10.1093/geroni/igac059.1581","title":"“PEOPLE DON'T LIVE IN A VACUUM”: CO-DEVELOPING A BRAIN HEALTH PILOT PROGRAM IN THE COMMUNITY THROUGH CITIZEN SCIENCE","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Friendship; Psychology; Mental health; Psychosocial; Psychological intervention; Psychological resilience; Social support; Active listening; Social psychology; Applied psychology; Gerontology; Medicine; Psychotherapist; Psychiatry","score_opus":0.12170651502914315,"score_gpt":0.4500208491358643,"score_spread":0.3283143341067212,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312104880","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8781431,0.000046769732,0.00009071327,0.11685093,0.00017817963,0.0008998852,0.0000037136354,0.000051218136,0.00373551],"genre_scores_gemma":[0.9637864,0.000022953516,0.0008125653,0.03493299,0.0000350243,0.00036006139,0.000012781104,0.0000061906076,0.000031002965],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9964246,0.0014914031,0.00061603286,0.00018458338,0.0006318451,0.00065153034],"domain_scores_gemma":[0.9986889,0.00082678336,0.0001921951,0.0001852027,0.000081100734,0.00002581606],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.016132515,0.00008430543,0.00018033881,0.00048374236,0.0023903488,0.00016286736,0.0006673544,0.000021737935,0.000046727775],"category_scores_gemma":[0.0009629308,0.00008175055,0.000011805021,0.0089305015,0.00022201863,0.00040658916,0.00017242951,0.00082261465,0.000001971716],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007145485,0.0001471139,0.32735655,0.00007664963,8.049057e-7,0.000003047735,0.45206216,0.00004230086,0.000003771764,0.21464625,0.0006014047,0.005052796],"study_design_scores_gemma":[0.00047886433,0.000075714306,0.61439645,0.00014358155,2.6120998e-7,0.0000013454084,0.35459337,0.00011885353,0.000003182805,0.014532675,0.015521607,0.00013407941],"about_ca_topic_score_codex":0.17654878,"about_ca_topic_score_gemma":0.113817915,"teacher_disagreement_score":0.2870399,"about_ca_system_score_codex":0.0014070779,"about_ca_system_score_gemma":0.0019656743,"threshold_uncertainty_score":0.9989084},"labels":[],"label_agreement":null},{"id":"W4312104883","doi":"10.1093/geroni/igac059.481","title":"AGE MODERATES THE LINK BETWEEN DAILY POSITIVE EVENTS AND WELL-BEING: A META-ANALYSIS","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Psychological Well-being and Life Satisfaction","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Moderation; Meta-analysis; Psychology; Mental health; Life satisfaction; Successful aging; Positive relationship; Association (psychology); Well-being; Positive correlation; Multilevel model; Clinical psychology; Gerontology; Developmental psychology; Medicine; Psychiatry; Social psychology; Internal medicine","score_opus":0.06693491447001017,"score_gpt":0.35468365185456563,"score_spread":0.2877487373845555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312104883","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93403804,0.00024682685,0.0056751864,0.017354302,0.00030955137,0.00032919165,0.000020446496,0.00008472574,0.041941717],"genre_scores_gemma":[0.99595,0.0000023007724,0.00011395742,0.0020167523,0.00013947948,0.00014813394,0.00010106546,0.000012305081,0.0015160174],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99807465,0.0005738406,0.0005002888,0.00039343446,0.00023867203,0.00021909912],"domain_scores_gemma":[0.9990778,0.0003583732,0.00022267606,0.00026743545,0.000053297492,0.000020402742],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014673937,0.00013940863,0.00035355592,0.0005856989,0.00037832774,0.000049492013,0.00016012772,0.000057478224,0.0011108622],"category_scores_gemma":[0.000041811934,0.00010678971,0.00012439549,0.002905917,0.000043304528,0.00008171968,0.00008948144,0.0005144711,0.000020952699],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016291699,0.00016788552,0.6728928,0.00001307053,0.06085783,0.00012318722,0.048702706,0.008330528,0.00069825526,0.17334522,0.0018958729,0.032809686],"study_design_scores_gemma":[0.00064421055,0.000084947365,0.92509526,0.000003075844,0.0077826264,0.000011016789,0.0021917548,0.0006265724,0.00007398779,0.05788464,0.005300373,0.00030151373],"about_ca_topic_score_codex":0.00044394447,"about_ca_topic_score_gemma":0.0000132443865,"teacher_disagreement_score":0.25220245,"about_ca_system_score_codex":0.000051168245,"about_ca_system_score_gemma":0.0000071371605,"threshold_uncertainty_score":0.99980223},"labels":[],"label_agreement":null},{"id":"W4312104897","doi":"10.1093/geroni/igac059.743","title":"THE LONG-TERM CARE STAFFING CRISIS AND COVID-19: ROLE OF THE NURSE PRACTITIONER","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Rehabilitation Institute","funders":"","keywords":"Staffing; Nursing; Software deployment; Long-term care; Work (physics); Coronavirus disease 2019 (COVID-19); Intervention (counseling); Scale (ratio); Medicine; Health care; Business; Political science; Geography","score_opus":0.02791724235243538,"score_gpt":0.39298111684116044,"score_spread":0.36506387448872507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312104897","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9818307,0.0006522117,0.0001650875,0.014617801,0.000857177,0.0003984163,0.000016161941,0.000027813458,0.0014345973],"genre_scores_gemma":[0.998389,0.000011381634,0.000023462768,0.0011765489,0.000068690395,0.000100805875,0.000020870502,0.000008584145,0.00020065338],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99885327,0.0003022985,0.00036379384,0.00011536143,0.00019740398,0.00016788646],"domain_scores_gemma":[0.9989835,0.00034604885,0.000309227,0.00018723501,0.00015614278,0.000017845321],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007563584,0.000053824042,0.000078319834,0.0001543482,0.0016029013,0.000012862034,0.00011224564,0.000029451292,0.00010702213],"category_scores_gemma":[0.00032124337,0.000038344417,0.000015655392,0.0010943211,0.000029444205,0.000073118776,0.00008257692,0.0003834344,0.0000010627658],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054313314,0.000032220676,0.81405854,0.00018776434,0.000013144051,0.0000020608984,0.15026996,0.00034546366,0.0005956968,0.012031008,0.012971267,0.009438594],"study_design_scores_gemma":[0.00065699295,0.000020625612,0.3835548,0.00007280188,0.000014827925,0.000003988109,0.5809427,0.00004183961,0.00014819493,0.002096783,0.032347273,0.000099223405],"about_ca_topic_score_codex":0.000614818,"about_ca_topic_score_gemma":0.0002669195,"teacher_disagreement_score":0.4306727,"about_ca_system_score_codex":0.00033188862,"about_ca_system_score_gemma":0.000383214,"threshold_uncertainty_score":0.99969685},"labels":[],"label_agreement":null},{"id":"W4312104899","doi":"10.1093/geroni/igac059.374","title":"ASSESSING THE IMPACT OF COVID-19 ON THE HEALTH AND WELLNESS OF THE LONG-TERM CARE WORKFORCE IN RURAL AND NORTHERN AREAS","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Thompson Rivers University; University of Northern British Columbia","funders":"","keywords":"Workforce; Long-term care; Mental health; Thematic analysis; Nursing; Recreation; Coronavirus disease 2019 (COVID-19); Psychology; Medicine; Gerontology; Qualitative research; Sociology; Political science; Psychiatry","score_opus":0.0491532417464053,"score_gpt":0.4388300584273249,"score_spread":0.38967681668091964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312104899","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98560995,0.0004375531,0.0000629585,0.012440768,0.00017011944,0.00084004155,0.0000062754652,0.000009694166,0.00042264638],"genre_scores_gemma":[0.9964919,0.000028177028,0.0000042933602,0.0033083386,0.000037390684,0.000077993376,0.000013089341,0.000012556086,0.000026224032],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977047,0.0009633974,0.0006774753,0.00013460465,0.00022263413,0.0002971812],"domain_scores_gemma":[0.9978771,0.0011497712,0.00061910995,0.0002392003,0.00007129917,0.000043499746],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026085805,0.00009991838,0.00018753835,0.00020094082,0.0012594633,0.000014170286,0.00016088568,0.00004171939,0.00002855763],"category_scores_gemma":[0.00036687657,0.000055131964,0.000020566551,0.001543286,0.00008408673,0.00007925197,0.00016624,0.0008369791,2.4528703e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042579457,0.000013112737,0.9451787,0.00031007204,0.0000032121247,6.740218e-7,0.041201487,0.0010742036,0.000014362068,0.0025517163,0.00005508489,0.009554802],"study_design_scores_gemma":[0.00060520787,0.000044182463,0.91440266,0.0008709288,0.0000018186616,0.0000026957598,0.08252653,0.00040307656,0.0000096249105,0.0009879299,0.00008128115,0.00006407246],"about_ca_topic_score_codex":0.0033951604,"about_ca_topic_score_gemma":0.0010342799,"teacher_disagreement_score":0.04132504,"about_ca_system_score_codex":0.00055337907,"about_ca_system_score_gemma":0.001181771,"threshold_uncertainty_score":0.96869004},"labels":[],"label_agreement":null},{"id":"W4312104916","doi":"10.1093/geroni/igac059.1812","title":"DOES THE MICROBIOME INFLUENCE THE DEVELOPMENT OF DEMENTIA IN OLDER ADULTS?","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Tryptophan and brain disorders","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dementia; Montreal Cognitive Assessment; Medicine; Gerontology; Logistic regression; Cognition; Clinical Dementia Rating; Comorbidity; Disease; Cognitive decline; Longitudinal study; Psychiatry; Internal medicine; Pathology","score_opus":0.013794987745471275,"score_gpt":0.2545720611527597,"score_spread":0.24077707340728843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312104916","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9977614,0.000017619566,0.000088144305,0.0016266357,0.00013191503,0.00020694366,0.0000017863165,0.000010960472,0.00015458578],"genre_scores_gemma":[0.9980239,0.0000012733174,0.000120030854,0.0017406093,0.0000044113813,0.00007092866,0.000001643977,0.000004552384,0.000032649907],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9991101,0.00008346741,0.00036507501,0.00014845583,0.00016716335,0.00012576302],"domain_scores_gemma":[0.9996025,0.00011713916,0.00012794271,0.00012620502,0.000023048304,0.0000031600018],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049557217,0.000053727672,0.000048437294,0.00022196241,0.00017472978,0.000018601637,0.00030896385,0.000008983312,0.000068984984],"category_scores_gemma":[0.00014060417,0.000029073864,0.000008014169,0.0023000757,0.00006191347,0.0000837307,0.00015669383,0.00015104403,0.0000022390013],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026444139,0.0001610783,0.08767974,0.00004646217,0.0000043751393,0.000003018302,0.051607657,0.0013751839,0.8291433,0.0068820715,0.00015455172,0.02291614],"study_design_scores_gemma":[0.000828514,0.0000071875747,0.59581476,0.00007288224,8.6610675e-7,0.0000023086623,0.008966154,0.0002343905,0.387274,0.00089041574,0.0057696537,0.0001388433],"about_ca_topic_score_codex":0.000023131088,"about_ca_topic_score_gemma":0.000060231763,"teacher_disagreement_score":0.508135,"about_ca_system_score_codex":0.00003895381,"about_ca_system_score_gemma":0.000053047894,"threshold_uncertainty_score":0.13438979},"labels":[],"label_agreement":null},{"id":"W4312104921","doi":"10.1093/geroni/igac059.940","title":"SUPPORTING RESIDENTS WITH DEMENTIA LIVING AND DYING IN LONG-TERM CARE AND THEIR FAMILIES DURING COVID-19","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of New Brunswick; University of Regina; McMaster University","funders":"","keywords":"Palliative care; Feeling; Workforce; Dementia; Nursing; Presentation (obstetrics); Coronavirus disease 2019 (COVID-19); Psychology; Government (linguistics); Isolation (microbiology); Work (physics); Medicine; Engineering; Social psychology; Political science","score_opus":0.05583592905819503,"score_gpt":0.38937720931689235,"score_spread":0.33354128025869734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312104921","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9966683,0.0024516887,0.00033948108,0.00016924583,0.00002901926,0.00016164027,0.0000026431762,0.000020895359,0.00015711263],"genre_scores_gemma":[0.9991484,0.0001472135,0.00035497165,0.00025810624,0.0000177679,0.000023113378,0.000023549497,0.000011553222,0.000015321866],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99911916,0.000042782736,0.00035182896,0.0001869823,0.0001419603,0.00015727794],"domain_scores_gemma":[0.99955803,0.0001152039,0.00016084722,0.00007948229,0.00006194603,0.000024490548],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039185968,0.00008809009,0.00017062346,0.0005696403,0.0001308851,0.000016637057,0.000035661764,0.000017832032,0.00001809485],"category_scores_gemma":[0.00024912576,0.00008324057,0.000006976037,0.0007229814,0.000035902667,0.00011842363,0.00011990621,0.00016703183,6.502273e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003103571,0.000009761372,0.9356871,0.0006714584,0.000018236336,0.000055475266,0.05684233,0.00010215913,0.004899135,0.000029928622,0.0000023638202,0.0016509782],"study_design_scores_gemma":[0.00096517534,0.000044890723,0.9389205,0.0015098512,0.000009864975,0.000022489678,0.055672303,0.000081804945,0.0026152625,0.000029837876,0.0000363978,0.000091600996],"about_ca_topic_score_codex":0.0004584947,"about_ca_topic_score_gemma":0.00024955554,"teacher_disagreement_score":0.0032333818,"about_ca_system_score_codex":0.00014755495,"about_ca_system_score_gemma":0.00006948026,"threshold_uncertainty_score":0.3394452},"labels":[],"label_agreement":null},{"id":"W4312104928","doi":"10.1093/geroni/igac059.874","title":"COHORT EFFECTS IN OLD-AGE COGNITIVE AGING: A STUDY OF SOCIAL CONTEXT IN CHILDHOOD IN 140,030 OLDER ADULTS","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Birth, Development, and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Cohort; Context (archaeology); Demography; Cognition; Psychology; Cohort study; Longitudinal study; Verbal fluency test; Medicine; Gerontology; Developmental psychology; Neuropsychology; Psychiatry; Geography","score_opus":0.016975460777555244,"score_gpt":0.3120316049250316,"score_spread":0.2950561441474764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312104928","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99583644,0.00005443243,0.000012782704,0.00063051796,0.00015753116,0.0021759067,0.0000036033134,0.000022192875,0.0011066258],"genre_scores_gemma":[0.99748313,0.000027609052,0.00003073248,0.0019029103,0.000041135012,0.00040706783,0.00007110034,0.000021150663,0.000015131837],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978358,0.00022478393,0.0009196533,0.00033612907,0.00038216187,0.0003014686],"domain_scores_gemma":[0.9994024,0.00012746868,0.00024191881,0.00009082109,0.00011553202,0.00002184754],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014810624,0.0001430162,0.00045270816,0.0016277658,0.00006956645,0.000007950783,0.00007393322,0.000057643967,0.000041697527],"category_scores_gemma":[0.00022186084,0.00016579322,0.00001602664,0.0033234041,0.000027362663,0.000086067135,0.00008366226,0.0007399015,0.0000019052184],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014499603,0.00153159,0.85354453,0.00020427047,0.00001795547,0.00017473203,0.13378024,0.000005548799,0.00006559415,0.002361642,0.000029107512,0.0081397565],"study_design_scores_gemma":[0.0148538,0.0001730776,0.9418039,0.00085579493,0.0000066078514,0.0000044191534,0.0415436,0.00008455713,0.000100272344,0.00043390197,0.000008627402,0.0001314732],"about_ca_topic_score_codex":0.0015913704,"about_ca_topic_score_gemma":0.0023325323,"teacher_disagreement_score":0.092236646,"about_ca_system_score_codex":0.00047899634,"about_ca_system_score_gemma":0.0002809609,"threshold_uncertainty_score":0.6760851},"labels":[],"label_agreement":null},{"id":"W4312104945","doi":"10.1093/geroni/igac059.979","title":"A LIVE ONLINE EXERCISE PROGRAM FOR OLDER ADULTS’ IMPROVED DEPRESSIVE SYMPTOMS: A PILOT RCT","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Physical Activity and Health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Loneliness; Anxiety; Attendance; Randomized controlled trial; UCLA Loneliness Scale; Geriatric Depression Scale; Physical therapy; Depression (economics); Medicine; Mental health; Intervention (counseling); Gerontology; Psychology; Psychiatry; Depressive symptoms","score_opus":0.03157383132660742,"score_gpt":0.3448814476567148,"score_spread":0.3133076163301074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312104945","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9943747,0.000056525885,0.0005866002,0.0023835753,0.00011597409,0.0022421926,0.00003698708,0.00012123139,0.00008220295],"genre_scores_gemma":[0.9948878,0.0000045570177,0.0014808056,0.0011872585,0.00016582278,0.0018683547,0.00028336392,0.000021108308,0.00010091601],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9989404,0.000024480938,0.00034742412,0.0002636394,0.00017480458,0.00024921625],"domain_scores_gemma":[0.99935836,0.00008610785,0.00017201755,0.00014925499,0.0001975672,0.000036701655],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020051007,0.00010261635,0.0002462719,0.0002620535,0.00014337352,0.000012880886,0.000068545916,0.000024705047,0.000044256412],"category_scores_gemma":[0.00011014396,0.000103003644,0.00003250763,0.0009984015,0.000023415276,0.00011614489,0.00006822647,0.00036219848,0.0000017689609],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028679236,0.014169628,0.02381037,0.001412206,0.000074974596,0.000026386284,0.010440556,0.000069779926,0.009378975,0.0022073104,0.0008798992,0.934662],"study_design_scores_gemma":[0.06620307,0.018168584,0.6236439,0.0066560083,0.00032228784,0.00010076326,0.014154481,0.23091464,0.010821012,0.010262225,0.016909236,0.0018438313],"about_ca_topic_score_codex":0.00021724652,"about_ca_topic_score_gemma":0.000024116027,"teacher_disagreement_score":0.9328182,"about_ca_system_score_codex":0.0001823938,"about_ca_system_score_gemma":0.00014796948,"threshold_uncertainty_score":0.42003667},"labels":[],"label_agreement":null},{"id":"W4312105001","doi":"10.1093/geroni/igac059.1061","title":"INTEGRATING AGE INCLUSIVITY WITH DEI EFFORTS ON AGE-FRIENDLY UNIVERSITY (AFU) CAMPUSES","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Inclusion (mineral); Diversity (politics); Syllabus; Equity (law); Demographics; Political science; Higher education; Sociology; Public relations; Psychology; Pedagogy; Medical education; Gender studies; Medicine","score_opus":0.03224094776637705,"score_gpt":0.33728967816698474,"score_spread":0.3050487304006077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312105001","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.950216,0.000011509269,0.002611387,0.0008884505,0.0002629798,0.0001608607,0.0000059663585,0.000093814866,0.04574901],"genre_scores_gemma":[0.994338,1.9782588e-7,0.000544493,0.00047395943,0.000035628764,0.000018475888,0.00004461241,0.000014587416,0.0045300582],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985583,0.00031292744,0.00021431212,0.00034380733,0.00025215306,0.00031854646],"domain_scores_gemma":[0.9993171,0.00019203128,0.00013063638,0.00026271763,0.000074257965,0.000023247574],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009350898,0.00011649301,0.00015444066,0.0006869408,0.0005124267,0.000020977759,0.0002325777,0.000048999264,0.00031634644],"category_scores_gemma":[0.00007457367,0.00011727184,0.000016991964,0.001858822,0.000110112655,0.00009188072,0.00021190515,0.0007758466,0.000016279408],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006544929,0.0005131222,0.51154774,0.00003378268,0.0001139752,0.005598971,0.041510127,0.0008423013,0.0004123119,0.39126348,0.0065881666,0.04092153],"study_design_scores_gemma":[0.009094361,0.0019863069,0.68558055,0.00034312648,0.000045023877,0.00043864964,0.1251528,0.0009709387,0.0005708458,0.0057560285,0.1683737,0.0016876834],"about_ca_topic_score_codex":0.0011230984,"about_ca_topic_score_gemma":0.0007327406,"teacher_disagreement_score":0.38550746,"about_ca_system_score_codex":0.00030245294,"about_ca_system_score_gemma":0.0000691227,"threshold_uncertainty_score":0.4782207},"labels":[],"label_agreement":null},{"id":"W4312105002","doi":"10.1093/geroni/igac059.2173","title":"TIME-VARYING ASSOCIATIONS BETWEEN SOCIAL INTERACTION MODALITY AND POSITIVE AFFECT DURING TIMES OF CHALLENGE","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Affect (linguistics); Psychology; Face-to-face interaction; Social connectedness; Social relation; Face-to-face; Social psychology; Developmental psychology; Communication","score_opus":0.04587674860554998,"score_gpt":0.3751795843061487,"score_spread":0.3293028357005987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312105002","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9809302,0.000020484515,0.000019917788,0.012004096,0.00011361953,0.00015268438,0.000044947454,0.000027912567,0.006686112],"genre_scores_gemma":[0.99946314,0.000005817919,0.00003841119,0.00016503119,0.00013965968,0.000015141937,0.00003875188,0.000005090601,0.00012895485],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988845,0.00027863146,0.00031671952,0.00011214833,0.00023463745,0.00017337305],"domain_scores_gemma":[0.9993775,0.00027417263,0.00022236459,0.000032864547,0.000078208766,0.000014913427],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001192821,0.0000483862,0.00013968186,0.00022233694,0.0009185796,0.000023860382,0.000056526253,0.00003418639,0.0001283743],"category_scores_gemma":[0.00019280738,0.00006214765,0.00001848591,0.0007045868,0.0000465581,0.00024612425,0.000064593085,0.00018805006,9.841176e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002083866,0.00009055452,0.7274845,0.00011585666,0.00005157934,0.0000025686645,0.14916947,0.00018206357,0.00021046313,0.112694524,0.00018872182,0.009788861],"study_design_scores_gemma":[0.00027141735,0.000010319546,0.9874322,0.00003256248,0.000005648509,1.5657982e-7,0.008501592,0.00012053456,0.00010660861,0.0031688795,0.00025956376,0.000090563546],"about_ca_topic_score_codex":0.0030007574,"about_ca_topic_score_gemma":0.00011574413,"teacher_disagreement_score":0.25994766,"about_ca_system_score_codex":0.00040297804,"about_ca_system_score_gemma":0.000078180274,"threshold_uncertainty_score":0.70650643},"labels":[],"label_agreement":null},{"id":"W4312105006","doi":"10.1093/geroni/igac059.2005","title":"QUALITY OF LIFE AND ATTITUDES TOWARD AGING IN OLDER ADULTS DURING THE COVID-19 PANDEMIC","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Quality of life (healthcare); Gerontology; Pandemic; Coronavirus disease 2019 (COVID-19); Demography; Psychology; Medicine; Disease; Sociology","score_opus":0.14112889786041954,"score_gpt":0.45120644463369936,"score_spread":0.3100775467732798,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312105006","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99442,0.0004888295,0.00028309415,0.0038941212,0.00014018278,0.00019526428,0.000004489284,0.0000337068,0.0005402983],"genre_scores_gemma":[0.99840105,0.0000039645643,0.000027977876,0.0011877118,0.000028293181,0.000111252084,0.00000714457,0.000008380401,0.00022420942],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982143,0.0005369384,0.0005423405,0.00026572487,0.00020028047,0.00024043693],"domain_scores_gemma":[0.99914485,0.00040816274,0.00017161637,0.00020308512,0.000046660105,0.000025638665],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031013307,0.000077675046,0.00017167928,0.00045819723,0.00015905006,0.000011679957,0.0001813531,0.000041081137,0.00026147882],"category_scores_gemma":[0.00043519182,0.00007175872,0.000014120102,0.0010908337,0.00010875396,0.000057295565,0.00017689647,0.0005170709,0.0000019263932],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000096373806,0.000053067713,0.9640086,0.00011257662,0.0000130812,0.000007639813,0.030324254,0.00011297889,0.0001326375,0.0033741705,0.00009251949,0.0016720659],"study_design_scores_gemma":[0.0015580138,0.00000938589,0.98411334,0.000019132867,7.075283e-7,0.000016277869,0.013688464,0.00005568053,0.0000069677953,0.00027959814,0.00017534739,0.00007709997],"about_ca_topic_score_codex":0.002526951,"about_ca_topic_score_gemma":0.0004091907,"teacher_disagreement_score":0.02010469,"about_ca_system_score_codex":0.00014233797,"about_ca_system_score_gemma":0.0000774614,"threshold_uncertainty_score":0.38200107},"labels":[],"label_agreement":null},{"id":"W4312105011","doi":"10.1093/geroni/igac059.2039","title":"NURSE PRACTITIONER–LED IMPLEMENTATION OF HUDDLES TO SUPPORT STAFF IN LONG-TERM CARE HOMES","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Conestoga College; Toronto Metropolitan University; University Health Network; Toronto Rehabilitation Institute","funders":"","keywords":"Nursing; Teamwork; Autonomy; Medicine; Job satisfaction; Acute care; Test (biology); Psychology; Health care; Social psychology","score_opus":0.07107363645346987,"score_gpt":0.45622774699228374,"score_spread":0.3851541105388139,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312105011","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9976231,0.0001227993,0.0003048831,0.0007128754,0.00012461284,0.00031833968,0.000034425753,0.000013622377,0.0007453539],"genre_scores_gemma":[0.9982489,0.000020276773,0.0007239888,0.00018950812,0.00003062752,0.00007608951,0.0006525342,0.000009625511,0.00004848336],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989447,0.00004085855,0.0005097249,0.00013324483,0.00025826867,0.00011321874],"domain_scores_gemma":[0.99938136,0.000042537384,0.00020993825,0.00010751752,0.000244411,0.0000142386925],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002528825,0.00006810527,0.00018116676,0.00083884556,0.000026557516,0.0000046087825,0.00004848212,0.00001780582,0.0004383032],"category_scores_gemma":[0.000081876686,0.000076940785,0.000018416426,0.0014805213,0.000012723081,0.00011901421,0.000030378069,0.000113313574,0.0000016643702],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005293802,0.00007493692,0.9488386,0.00019071344,0.000013348049,0.000021223777,0.025251452,0.00012589821,0.009618658,0.00074608106,0.00026807215,0.014798077],"study_design_scores_gemma":[0.0019874086,0.000334761,0.79679734,0.00043438163,0.000015378973,0.000004464191,0.15294965,0.000008543376,0.045749612,0.00006651855,0.001543079,0.000108846405],"about_ca_topic_score_codex":0.00029472148,"about_ca_topic_score_gemma":0.0002520624,"teacher_disagreement_score":0.15204124,"about_ca_system_score_codex":0.00022091663,"about_ca_system_score_gemma":0.00015197688,"threshold_uncertainty_score":0.47991124},"labels":[],"label_agreement":null},{"id":"W4312105016","doi":"10.1093/geroni/igac059.2105","title":"LEFT OUT TO DRY: UNMET NEEDS AND RISK OF DEPRESSION AMONG OLDER ADULTS","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Dementia; Depression (economics); Pandemic; Medicine; Mental health; Gerontology; Distress; Activities of daily living; Health and Retirement Study; Health care; Coronavirus disease 2019 (COVID-19); Psychiatry; Clinical psychology; Disease","score_opus":0.02047999235512245,"score_gpt":0.35064548636752235,"score_spread":0.3301654940123999,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312105016","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99650234,0.000075117256,0.00065300404,0.0005902164,0.00087186386,0.00038170573,0.000014618203,0.00003617345,0.000874983],"genre_scores_gemma":[0.9988047,0.000009741194,0.00034374837,0.00021680322,0.000069969596,0.00005454096,0.000026568117,0.00001303353,0.00046092804],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99875873,0.00021136645,0.0004937443,0.00015553262,0.00019157298,0.00018902178],"domain_scores_gemma":[0.99924755,0.00017151979,0.00027027604,0.00015322602,0.00013250746,0.000024901306],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008815842,0.00007179825,0.00015056106,0.00082993926,0.00035612262,0.000004921097,0.00007523605,0.00004761789,0.00017080271],"category_scores_gemma":[0.0001859436,0.00007330289,0.000012809972,0.001287544,0.000015519881,0.000079700876,0.00016220046,0.0003906303,0.0000041103563],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000372647,0.000018999976,0.9302953,0.00005793847,0.0000047626872,7.019287e-7,0.053882148,0.000057873418,0.00023085866,0.00014606853,0.0034696849,0.011798419],"study_design_scores_gemma":[0.00083515944,0.000027200447,0.9546696,0.00027849758,0.000008493259,3.132006e-7,0.040532056,0.00015334805,0.0002282892,0.00024381219,0.0029290053,0.0000942368],"about_ca_topic_score_codex":0.0011714984,"about_ca_topic_score_gemma":0.00022403387,"teacher_disagreement_score":0.02437431,"about_ca_system_score_codex":0.00009366192,"about_ca_system_score_gemma":0.000052102067,"threshold_uncertainty_score":0.2989205},"labels":[],"label_agreement":null},{"id":"W4312105023","doi":"10.1093/geroni/igac059.255","title":"ECONSULT IMPROVES ACCESS TO SPECIALIST ADVICE FOR PRIMARY CARE PROVIDERS","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Referral; Primary care; Medicine; Equity (law); Specialist care; Family medicine; Medical emergency; Nursing","score_opus":0.028198051912372367,"score_gpt":0.29831811876661163,"score_spread":0.2701200668542393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312105023","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95402753,0.000059793227,0.0009757108,0.022940053,0.0016848481,0.0019077739,0.000016974542,0.00036896334,0.018018369],"genre_scores_gemma":[0.985278,2.7754575e-7,0.00033319168,0.012764308,0.00065799995,0.00067396584,0.00014082203,0.000022069324,0.00012932646],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99893063,0.0000074128066,0.00043961112,0.00025529446,0.00013755434,0.0002294835],"domain_scores_gemma":[0.99928653,0.000024772404,0.00022261874,0.00015459473,0.0003074975,0.0000039851207],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042404357,0.00009049589,0.00013889177,0.0009780625,0.00027527483,0.00020242811,0.00026977906,0.000035159566,0.00003077033],"category_scores_gemma":[0.0001434672,0.00010372054,0.000017375587,0.002272033,0.000011253147,0.00067532354,0.0003044821,0.00014874924,0.0000079474],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008414962,0.00006540161,0.110898755,0.003278209,0.000018248955,0.000014002655,0.00132831,0.00035829717,0.0030053805,0.22239192,0.025095733,0.6334616],"study_design_scores_gemma":[0.0005691556,0.000012973167,0.02916127,0.0000539087,0.0000035251887,0.0000013391323,0.004269495,0.0002672327,0.000068086134,0.00259517,0.9627914,0.00020643447],"about_ca_topic_score_codex":0.003088357,"about_ca_topic_score_gemma":0.00091741886,"teacher_disagreement_score":0.9376957,"about_ca_system_score_codex":0.0002489033,"about_ca_system_score_gemma":0.00008263981,"threshold_uncertainty_score":0.46686924},"labels":[],"label_agreement":null},{"id":"W4312105028","doi":"10.1093/geroni/igac059.1237","title":"DEVELOPMENTAL ADVANCES OF THE PARIHS FRAMEWORK OVER THE LAST DECADE: A CRITICAL INTERPRETIVE SYNTHESIS","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; University of Toronto","funders":"","keywords":"Facilitation; Typology; Context (archaeology); Core (optical fiber); Knowledge management; Psychology; Engineering ethics; Medicine; Sociology; Computer science; Engineering; Neuroscience","score_opus":0.2003951163362572,"score_gpt":0.5922493571553709,"score_spread":0.3918542408191137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312105028","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94428605,0.000025751393,0.005685708,0.043559898,0.0010767141,0.00073417963,0.000085881264,0.000032548243,0.004513275],"genre_scores_gemma":[0.97120684,0.0000027134386,0.0014689087,0.02650985,0.000055688994,0.0007141236,5.525117e-7,0.000008576243,0.00003274878],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99698746,0.0010937352,0.0009157176,0.0001711307,0.0004904401,0.0003414984],"domain_scores_gemma":[0.98619956,0.013073232,0.00036785862,0.00015774577,0.00017830034,0.00002329483],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0030076688,0.00007430665,0.00011772098,0.00021312681,0.0012025852,0.000009083207,0.0003897842,0.000035472684,0.0016691055],"category_scores_gemma":[0.021172827,0.000051468167,0.000017148954,0.0028548564,0.00017647725,0.00018625213,0.0004151171,0.00080927985,0.000012594813],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023580196,0.00003403362,0.63157487,0.00014373315,0.0000079254005,0.0000010695613,0.12455877,0.00007119752,0.0007008748,0.23261958,0.0045161787,0.0057481956],"study_design_scores_gemma":[0.00021241466,0.0000226813,0.747965,0.0012386058,0.0000062420845,0.0000047817693,0.13553621,0.00030145852,0.0007615586,0.015179891,0.09857587,0.00019533522],"about_ca_topic_score_codex":0.00010455769,"about_ca_topic_score_gemma":0.00009554394,"teacher_disagreement_score":0.2174397,"about_ca_system_score_codex":0.00050444907,"about_ca_system_score_gemma":0.00071142265,"threshold_uncertainty_score":0.9992435},"labels":[],"label_agreement":null},{"id":"W4312105097","doi":"10.1093/geroni/igac059.1605","title":"DO BELIEFS THAT OLDER ADULTS ARE INFLEXIBLE SERVE AS A BARRIER TO RACIAL EQUITY?","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Social and Intergroup Psychology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Prejudice (legal term); Psychology; Older people; Psychological intervention; Social psychology; Developmental psychology; Age discrimination; Gerontology; Medicine; Political science","score_opus":0.049866494977548324,"score_gpt":0.3950510025778092,"score_spread":0.34518450760026087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312105097","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92909545,0.000037663216,0.000114266,0.012696954,0.0016129479,0.0003130801,0.000007747421,0.000082486644,0.05603938],"genre_scores_gemma":[0.98563325,0.000002504444,0.00006880863,0.011876988,0.0003777102,0.00016679047,0.00000945891,0.000011450074,0.0018530125],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99843484,0.00017953415,0.00030669596,0.00027408559,0.00046702338,0.0003377947],"domain_scores_gemma":[0.99946547,0.000054087788,0.00015515332,0.0001226519,0.000156834,0.0000457959],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001217581,0.00008721741,0.00012791537,0.00041901073,0.0006666769,0.0000883731,0.00031651012,0.00006592475,0.0023030755],"category_scores_gemma":[0.00033925346,0.00010408857,0.000030446505,0.0027223083,0.00006171575,0.00026245893,0.00027075727,0.00027483003,0.00007435155],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014326787,0.00016665777,0.1968356,0.000016945407,0.000019890505,0.000029348097,0.5313568,0.00009073069,0.0006564482,0.2003076,0.017405061,0.052971642],"study_design_scores_gemma":[0.0018139709,0.00014369091,0.16705333,0.00020517939,0.0000049911914,0.0000037327775,0.23460315,0.0000197209,0.000440248,0.042444427,0.5526691,0.00059846195],"about_ca_topic_score_codex":0.0024879521,"about_ca_topic_score_gemma":0.0013755992,"teacher_disagreement_score":0.535264,"about_ca_system_score_codex":0.00030783933,"about_ca_system_score_gemma":0.00011357311,"threshold_uncertainty_score":0.99860895},"labels":[],"label_agreement":null},{"id":"W4312105111","doi":"10.1093/geroni/igac059.2199","title":"EXISTING KNOWLEDGE ASSOCIATED WITH SMART HOME HEALTH TECHNOLOGIES IN THE CARE OF OLDER PERSONS: A SYSTEMATIC REVIEW","year":2022,"lang":"en","type":"review","venue":"Innovation in Aging","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Usability; Residence; Empirical research; Population; Grey literature; Inclusion (mineral); Psychology; Empirical evidence; Data extraction; Health care; Narrative; Systematic review; Narrative review; Gerontology; Applied psychology; Medicine; Computer science; MEDLINE; Social psychology; Sociology; Political science; Environmental health","score_opus":0.09004067526490239,"score_gpt":0.3922888129112018,"score_spread":0.30224813764629943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312105111","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00003957211,0.99328554,0.000009432532,0.0009865552,0.000096815565,0.0040813214,0.000016030624,0.0003027664,0.0011819861],"genre_scores_gemma":[0.0038939004,0.993996,0.0000625916,0.00011723989,0.000008152329,0.0017635288,0.00007654179,0.000030186227,0.000051839168],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99535954,0.0016670856,0.0016701302,0.00038266054,0.00051003706,0.00041053418],"domain_scores_gemma":[0.9961663,0.0010350514,0.0021018032,0.00048397298,0.00020537703,0.00000750104],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0064917686,0.00027337868,0.0018866387,0.0014765076,0.0003354534,0.000035241294,0.0010332128,0.00024698494,0.000008409763],"category_scores_gemma":[0.0054035005,0.00019590286,0.000091150265,0.013422665,0.00024460713,0.000112236165,0.00014211457,0.0010949095,0.0000023863195],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[2.723709e-7,0.00005903758,0.00030546676,0.7651235,0.000050736944,0.000011339465,0.0506708,1.4518209e-7,7.812291e-9,0.008303477,0.00012759159,0.17534763],"study_design_scores_gemma":[0.00013554453,0.000023789156,0.000023314391,0.82104045,0.000120008764,0.0000064702012,0.092065684,7.4024143e-7,2.9928724e-8,0.00009040297,0.08626383,0.00022975457],"about_ca_topic_score_codex":0.0003810425,"about_ca_topic_score_gemma":0.002424318,"teacher_disagreement_score":0.17511787,"about_ca_system_score_codex":0.0014172853,"about_ca_system_score_gemma":0.0011329865,"threshold_uncertainty_score":0.79886866},"labels":[],"label_agreement":null},{"id":"W4312105113","doi":"10.1093/geroni/igac059.271","title":"TECHNOLOGY AND GROUP EXERCISE INTERVENTIONS FOR PEOPLE WITH DEMENTIA OR MILD COGNITIVE IMPAIRMENT: A SCOPING REVIEW","year":2022,"lang":"en","type":"review","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Langara College","funders":"","keywords":"Psychosocial; Dementia; Psychological intervention; Cognition; Psychology; Gerontology; Cognitive impairment; Physical therapy; Physical medicine and rehabilitation; Clinical psychology; Medicine; Applied psychology; Psychiatry; Disease","score_opus":0.08885692836838618,"score_gpt":0.43312416716493113,"score_spread":0.34426723879654497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312105113","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00014173612,0.985428,0.0025251028,0.0002963918,0.00006166538,0.011265636,0.00003997342,0.000067808796,0.00017372772],"genre_scores_gemma":[0.00018335332,0.9851565,0.00082332315,0.0002476115,0.000030078112,0.012281675,0.0009980368,0.000058704412,0.00022072457],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9974106,0.00009962934,0.0011848452,0.00056863844,0.0003331715,0.00040314923],"domain_scores_gemma":[0.99868447,0.00024328574,0.0005341631,0.00019850844,0.0002942468,0.000045341025],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012680267,0.00032588295,0.0014863188,0.0027983384,0.00019192533,0.000047304424,0.00012453648,0.000102018734,0.0009853916],"category_scores_gemma":[0.00031522085,0.0002541581,0.00017044398,0.0057111057,0.00008393274,0.00013982908,0.00022994855,0.00051553524,0.0000050397325],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007083042,0.00021202034,0.001365289,0.35605544,0.00023873949,0.000028426512,0.000037378846,8.004263e-9,1.425136e-7,0.00024153426,0.00007866514,0.64167154],"study_design_scores_gemma":[0.0022730706,0.00081774086,0.00025917566,0.94693553,0.0024745706,0.00014979747,0.00036978797,0.0000029978519,0.000002219876,0.00006279163,0.046362862,0.0002894695],"about_ca_topic_score_codex":0.0000072710964,"about_ca_topic_score_gemma":0.000036048197,"teacher_disagreement_score":0.6413821,"about_ca_system_score_codex":0.00015567051,"about_ca_system_score_gemma":0.00043291197,"threshold_uncertainty_score":0.99999106},"labels":[],"label_agreement":null},{"id":"W4312105114","doi":"10.1093/geroni/igac059.2386","title":"PHYSICAL FITNESS MODERATES THE AGE-RELATED ASSOCIATION BETWEEN EXECUTIVE FUNCTIONING AND MOBILITY","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Montreal Heart Institute; Université de Montréal","funders":"","keywords":"Cardiorespiratory fitness; Moderation; Executive functions; Cognition; Psychology; Association (psychology); Physical fitness; Verbal fluency test; Developmental psychology; Gerontology; Medicine; Physical therapy; Neuropsychology; Social psychology; Psychiatry","score_opus":0.024168578747493258,"score_gpt":0.3216998774283369,"score_spread":0.2975312986808436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312105114","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9942838,0.00001754927,0.0003935636,0.0027543737,0.000053792537,0.0003275833,0.0000033449828,0.000040495503,0.0021255289],"genre_scores_gemma":[0.9986496,0.0000013613607,0.00001290774,0.00025680495,0.000052599524,0.00012352454,0.000057581707,0.000008045112,0.0008376072],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989781,0.00014394638,0.00021522456,0.00016123867,0.0003520151,0.0001495224],"domain_scores_gemma":[0.9994513,0.00020763243,0.00008827406,0.00006896612,0.00017274143,0.000011083062],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012085045,0.000059437818,0.000109935296,0.00017013842,0.00029822995,0.00003951524,0.000033841738,0.000019316918,0.00007249058],"category_scores_gemma":[0.00020636861,0.000049727634,0.000016149395,0.0011728546,0.000037269696,0.000101150436,0.00008856781,0.00039269563,0.0000025963184],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024166417,0.00009282625,0.9887693,0.000012035207,0.000055331835,0.0000053261556,0.0018495845,0.00012817628,0.0020517139,0.0008102665,0.00015085343,0.0060504265],"study_design_scores_gemma":[0.00087503437,0.00007631876,0.9875702,0.00001961177,0.000026942798,0.0000024993221,0.0018636113,0.004434371,0.0013140623,0.0034661398,0.00029527873,0.000055905643],"about_ca_topic_score_codex":0.000042098673,"about_ca_topic_score_gemma":0.0000015004322,"teacher_disagreement_score":0.005994521,"about_ca_system_score_codex":0.0002567812,"about_ca_system_score_gemma":0.000043582615,"threshold_uncertainty_score":0.22937737},"labels":[],"label_agreement":null},{"id":"W4312105121","doi":"10.1093/geroni/igac059.2533","title":"IMPACT OF SEX AND ANTIHYPERTENSIVE MEDICATION ON GLOBAL COGNITION IN PRIMARY CARE OLDER ADULTS","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal; Université de Sherbrooke; McGill University","funders":"","keywords":"Medicine; Dementia; Cognition; Internal medicine; Primary care; Drug class; Cognitive decline; Physical therapy; Gerontology; Psychiatry; Drug; Disease","score_opus":0.019131225855672344,"score_gpt":0.2979626161816129,"score_spread":0.27883139032594056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312105121","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9960374,0.001092981,0.000007801649,0.0007025704,0.00005896046,0.00025347943,0.000020365911,0.000014156928,0.0018122526],"genre_scores_gemma":[0.9976454,0.000034517045,0.000055264227,0.002021025,0.000027119198,0.000026198353,0.0001785863,0.000005346034,0.0000065672352],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99920344,0.000035968707,0.00028929513,0.0001579306,0.00022343131,0.00008994907],"domain_scores_gemma":[0.99951994,0.000039885883,0.00010324031,0.00008383979,0.0002411224,0.00001198207],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016614162,0.00007054881,0.00022460232,0.0002958362,0.000046119887,0.0000030364815,0.000021998605,0.000028965855,0.000017774613],"category_scores_gemma":[0.000046803107,0.00006384326,0.00001669602,0.000745773,0.000027934551,0.000047843183,0.000045594392,0.00014770003,5.137403e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038110302,0.00024236055,0.9283962,0.00025775866,0.00008963391,0.000054691252,0.007431402,0.000040215265,0.0030965796,0.0001486829,0.0010507009,0.058810633],"study_design_scores_gemma":[0.0027711357,0.00016516885,0.9908566,0.00037073126,0.000038924994,0.000036875575,0.0051560192,0.00012435448,0.00026101427,0.00005802226,0.000097573255,0.00006360235],"about_ca_topic_score_codex":0.00017517917,"about_ca_topic_score_gemma":0.000008444549,"teacher_disagreement_score":0.06246034,"about_ca_system_score_codex":0.00008633246,"about_ca_system_score_gemma":0.000067989895,"threshold_uncertainty_score":0.26034525},"labels":[],"label_agreement":null},{"id":"W4312105123","doi":"10.1093/geroni/igac059.253","title":"WHAT IS THE DIGITAL MATURITY OF LONG-TERM CARE HOMES IN ONTARIO? A SURVEY PROTOCOL","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Maturity (psychological); Context (archaeology); Work (physics); Process (computing); Protocol (science); Nursing; Health care; Nursing homes; Process management; Psychology; Medicine; Business; Computer science; Engineering; Geography; Political science","score_opus":0.05635241965381245,"score_gpt":0.3988916756753717,"score_spread":0.34253925602155927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312105123","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9828751,0.000035461704,0.000007743317,0.0008159511,0.0007175349,0.014914734,0.00002294297,0.000018233584,0.00059228606],"genre_scores_gemma":[0.98312783,8.870053e-7,0.00000831459,0.00025881213,0.000023574996,0.01582327,0.00015219016,0.000010326854,0.00059479056],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99848765,0.00027097398,0.0006136125,0.00016420917,0.00025069495,0.0002128316],"domain_scores_gemma":[0.99908394,0.00022010614,0.00027443035,0.0002154428,0.00019655837,0.000009503401],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010075247,0.00008231342,0.00016379256,0.0003573293,0.00025006998,0.00003816967,0.00016440783,0.00004839222,0.00042743856],"category_scores_gemma":[0.00006472629,0.00006987691,0.000021555625,0.0016239588,0.000025610063,0.00027583764,0.00016342546,0.0007021771,0.000003630428],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006236697,0.00003537579,0.93217266,0.00014895231,0.000003116705,0.0000032301716,0.060261317,0.0000070441024,0.000009856547,0.00007842913,0.001004036,0.00621361],"study_design_scores_gemma":[0.00068610697,0.000024404506,0.9675283,0.00023020049,0.0000011705779,8.194072e-7,0.029010886,0.000002897704,0.000030474803,0.00020106869,0.002211939,0.00007176241],"about_ca_topic_score_codex":0.03418558,"about_ca_topic_score_gemma":0.12488017,"teacher_disagreement_score":0.09069459,"about_ca_system_score_codex":0.0006147982,"about_ca_system_score_gemma":0.00045216474,"threshold_uncertainty_score":0.9722459},"labels":[],"label_agreement":null},{"id":"W4312105164","doi":"10.1093/geroni/igac059.1530","title":"TEACHING GERONTOLOGY TO SOCIAL WORK STUDENTS: APPLYING THE EXPERIENTIAL LEARNING USING ETHNOGRAPHIC INTERVIEW","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"MacEwan University","funders":"","keywords":"Experiential learning; Ethnography; Thematic analysis; Psychology; Experiential knowledge; Population; Population ageing; Gerontology; Medical education; Qualitative research; Pedagogy; Sociology; Medicine; Social science","score_opus":0.15390617793653916,"score_gpt":0.46808173845789514,"score_spread":0.314175560521356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312105164","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9789055,0.00022476142,0.012575465,0.003658029,0.0011291432,0.00050395203,9.446707e-7,0.00009594856,0.0029062587],"genre_scores_gemma":[0.9952191,1.76995e-7,0.00022025197,0.0015647277,0.00020430662,0.0011957613,0.000010616273,0.000028015867,0.0015570594],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9961727,0.0018910426,0.0005669973,0.0004150131,0.00041493203,0.0005392626],"domain_scores_gemma":[0.99932903,0.00016970783,0.00019061903,0.00022400859,0.00006724248,0.000019398023],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0046673003,0.0001472825,0.00022246242,0.00086299126,0.001989823,0.00007547822,0.0006054173,0.0000722964,0.0006108393],"category_scores_gemma":[0.000104067934,0.0001444056,0.0000495356,0.0028981066,0.000100780584,0.0000831414,0.0006098977,0.0018181929,0.000021322021],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015601587,0.00024991875,0.3626218,0.000026095197,0.00015101707,0.00006834708,0.3297149,0.0010046758,0.00053535576,0.024320828,0.0014318932,0.27971914],"study_design_scores_gemma":[0.0035356504,0.00029753143,0.1373232,0.00020543732,0.00004748109,0.00018375697,0.655055,0.0011523503,0.000031447908,0.0011729781,0.1998392,0.0011559385],"about_ca_topic_score_codex":0.00039926742,"about_ca_topic_score_gemma":0.00003809008,"teacher_disagreement_score":0.3253401,"about_ca_system_score_codex":0.00018950675,"about_ca_system_score_gemma":0.000026690079,"threshold_uncertainty_score":0.9993095},"labels":[],"label_agreement":null},{"id":"W4312105247","doi":"10.1093/geroni/igac059.1582","title":"FLIPPING STIGMA ON ITS EAR: A TOOLKIT FROM PARTICIPATORY ACTION RESEARCH","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Participatory action research; Stigma (botany); Citizen journalism; Social exclusion; General partnership; Psychology; Dementia; Action (physics); Agency (philosophy); Presentation (obstetrics); Public relations; Social psychology; Sociology; Political science; Medicine; Psychiatry; Disease; Social science","score_opus":0.8098132211914836,"score_gpt":0.5953349034892884,"score_spread":0.21447831770219516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312105247","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9904856,0.00005475014,0.000058098765,0.0014403219,0.0017943409,0.00090857,0.000035622845,0.000060501883,0.0051621753],"genre_scores_gemma":[0.9921774,0.000007686992,0.00008647198,0.0049374276,0.0002891537,0.0011922909,0.00031209088,0.000017092738,0.0009803553],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961923,0.0014146791,0.0008011015,0.00028540057,0.00073815865,0.0005683611],"domain_scores_gemma":[0.9986697,0.00064828055,0.0002177861,0.00021382334,0.0001933661,0.00005705031],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004139784,0.0000863672,0.00012327738,0.0007290552,0.0019359825,0.000009663966,0.0001339875,0.00005511876,0.0020034907],"category_scores_gemma":[0.00016611029,0.00009606334,0.000012595466,0.0018582675,0.000016437649,0.00013562074,0.00018389369,0.0014585584,0.00032865378],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00060186937,0.0005502114,0.83993834,0.0009842323,0.000021582158,0.000022564733,0.053629,0.0012597945,0.006944912,0.042212233,0.017323682,0.036511585],"study_design_scores_gemma":[0.005645835,0.0009481407,0.3266916,0.003537059,0.000009200886,6.8254815e-7,0.11534424,0.012324329,0.004081633,0.01202107,0.5186748,0.0007214031],"about_ca_topic_score_codex":0.0010351371,"about_ca_topic_score_gemma":0.00013392066,"teacher_disagreement_score":0.5132467,"about_ca_system_score_codex":0.0013220784,"about_ca_system_score_gemma":0.0003061371,"threshold_uncertainty_score":0.99936336},"labels":[],"label_agreement":null},{"id":"W4312105263","doi":"10.1093/geroni/igac059.1308","title":"NOVEL INSIGHTS INTO GAIT, MOTOR CONTROL, AND THE BRAIN: IMPLICATIONS FOR COGNITIVE AGING","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Optical Imaging and Spectroscopy Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Cognition; Gait; Cognitive decline; Dementia; Physical medicine and rehabilitation; Psychology; Effects of sleep deprivation on cognitive performance; Gerontology; Medicine; Neuroscience; Internal medicine","score_opus":0.021372530543001735,"score_gpt":0.3400491867007578,"score_spread":0.31867665615775603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312105263","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3602446,0.00034606692,0.48120344,0.15373185,0.00010154954,0.0018154972,0.00002319814,0.0002020733,0.0023317456],"genre_scores_gemma":[0.98160565,0.000005258467,0.005423846,0.011890698,0.0000704756,0.0007917037,0.00003963471,0.000015339307,0.0001573793],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9992139,0.00003443106,0.000309353,0.00019646561,0.00010380135,0.00014209657],"domain_scores_gemma":[0.99896824,0.0005874392,0.00009593195,0.00012075856,0.00020849236,0.000019157846],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061345,0.00008392779,0.00016894472,0.00030190515,0.00031030894,0.000037572852,0.00005890917,0.000019160232,0.000006136281],"category_scores_gemma":[0.00058085256,0.000067355795,0.000025113884,0.0007139666,0.00013141663,0.00008484242,0.000051396826,0.00025662474,3.3309513e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004847676,0.0002108566,0.020824011,0.000092099355,0.00007488373,0.000002681463,0.0046258317,0.000011095517,0.2672138,0.6930273,0.0012814893,0.01215116],"study_design_scores_gemma":[0.072599106,0.0012541509,0.33658963,0.0010052577,0.00041980372,0.00033286196,0.010575447,0.11093513,0.02380881,0.38354278,0.05755148,0.0013855533],"about_ca_topic_score_codex":0.000061312785,"about_ca_topic_score_gemma":0.0000035606984,"teacher_disagreement_score":0.6213611,"about_ca_system_score_codex":0.00009475346,"about_ca_system_score_gemma":0.000052246047,"threshold_uncertainty_score":0.27466896},"labels":[],"label_agreement":null},{"id":"W4312105269","doi":"10.1093/geroni/igac059.1022","title":"DELIRIUM SUPERIMPOSED ON DEMENTIA IN POST-ACUTE CARE: NURSE DOCUMENTATION OF SYMPTOMS AND INTERVENTIONS","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Delirium; Dementia; Psychological intervention; Medicine; Intervention (counseling); Confusion; Nursing; Randomized controlled trial; Acute care; Documentation; Health care; Psychiatry; Psychology; Disease","score_opus":0.01353765651182953,"score_gpt":0.3246470711453851,"score_spread":0.31110941463355557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312105269","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99554366,0.00012492105,0.00020031905,0.0025125926,0.0001753935,0.0003842634,0.000023380988,0.0000142790495,0.0010211922],"genre_scores_gemma":[0.9925748,0.000004457118,0.000119343356,0.0067057754,0.00000768895,0.00007165356,0.00047428935,0.000012623073,0.000029377132],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990582,0.000060423903,0.0004367345,0.0001574453,0.00017565404,0.000111527595],"domain_scores_gemma":[0.99748486,0.000034765613,0.00011038666,0.00008230231,0.0022767333,0.000010959162],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018822565,0.000078575635,0.00013335122,0.0010888439,0.00004577853,0.000009261578,0.00003559401,0.000020346271,0.00015943413],"category_scores_gemma":[0.00044126983,0.00009321226,0.000031651914,0.0010629324,0.000040604526,0.00010270208,0.000033729742,0.00019437935,0.0000013109176],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009949198,0.00059636316,0.57039714,0.00051298056,0.0003524529,0.00013164779,0.033304423,0.00030439525,0.34209448,0.016155709,0.0008117013,0.034343783],"study_design_scores_gemma":[0.0068177893,0.0011933348,0.80423313,0.0007657827,0.00013924681,0.000034440156,0.16585416,0.00031895522,0.019852502,0.00025227203,0.00029378006,0.00024463225],"about_ca_topic_score_codex":0.00012971042,"about_ca_topic_score_gemma":0.000035810837,"teacher_disagreement_score":0.322242,"about_ca_system_score_codex":0.00017449129,"about_ca_system_score_gemma":0.000051514195,"threshold_uncertainty_score":0.38010854},"labels":[],"label_agreement":null},{"id":"W4312105295","doi":"10.1093/geroni/igac059.1471","title":"IS NARCISSISTIC PERSONALITY ASSOCIATED WITH SUICIDE IDEATION IN MIDDLE-AGED AND OLDER MEN?","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; York University; Western University","funders":"","keywords":"Psychology; Suicidal ideation; Clinical psychology; Context (archaeology); Geriatric Depression Scale; Depression (economics); Suicide ideation; Suicide prevention; Psychiatry; Poison control; Medicine; Depressive symptoms; Anxiety; Medical emergency","score_opus":0.06759317654230476,"score_gpt":0.33343015926853287,"score_spread":0.26583698272622813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312105295","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99400705,0.00017197776,0.00013114385,0.0013694408,0.00009239,0.00019281617,0.000011059274,0.000035915753,0.003988191],"genre_scores_gemma":[0.9977473,0.0000016227016,0.00003782889,0.0014073864,0.000016796177,0.00013565675,0.000056493438,0.000012409789,0.00058451504],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987957,0.00018557059,0.0003549031,0.000262402,0.00020499338,0.00019643479],"domain_scores_gemma":[0.9994721,0.0001966431,0.00014972304,0.000104188824,0.00006701292,0.000010346494],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009871521,0.00009958941,0.00015928833,0.00043160157,0.00017106341,0.00001979328,0.000059892478,0.00003199463,0.00052674644],"category_scores_gemma":[0.000114962124,0.00010367902,0.000010282401,0.0016950552,0.000033046843,0.00007910776,0.000045981244,0.00027002094,0.0000022705397],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004878796,0.000078620586,0.96659714,0.000009348136,0.000042452444,0.000024765874,0.03012829,0.00003153686,0.00023642674,0.0019134731,0.00043255533,0.00045661637],"study_design_scores_gemma":[0.0013057794,0.00003142383,0.9848353,0.000021613601,0.000008732842,0.000004586315,0.01247283,0.00026505085,0.00003409324,0.000847186,0.000049555758,0.00012381791],"about_ca_topic_score_codex":0.0010551548,"about_ca_topic_score_gemma":0.00029301713,"teacher_disagreement_score":0.018238205,"about_ca_system_score_codex":0.0001817141,"about_ca_system_score_gemma":0.000021385396,"threshold_uncertainty_score":0.5767504},"labels":[],"label_agreement":null},{"id":"W4313309321","doi":"10.1093/geroni/igac076","title":"Continuum of Care for Older Adults With Concurrent Hearing and Vision Impairment: A Systematic Review","year":2022,"lang":"en","type":"review","venue":"Innovation in Aging","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Santé Montérégie; Université de Montréal; McGill University; Centre intégré de santé et de services sociaux de la Montérégie-Centre; Centre intégré de santé et de services sociaux de Chaudière-Appalaches; Centre Intégré de Santé et de Services Sociaux des Laurentides","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research","keywords":"Visual impairment; Systematic review; Medicine; Audiology; Physical medicine and rehabilitation; Psychology; MEDLINE; Psychiatry; Political science","score_opus":0.04233990165071681,"score_gpt":0.3721937798998107,"score_spread":0.32985387824909385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313309321","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005889419,0.99332654,0.00011823777,0.000039745802,0.00015355129,0.005706499,0.000019534913,0.00002204618,0.000024896077],"genre_scores_gemma":[0.0033660477,0.9949185,0.000080859325,0.00012957629,0.000015202132,0.0013961262,0.000044823762,0.000029300962,0.000019539377],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9977638,0.0002318931,0.0012031471,0.00039283052,0.0002549679,0.00015337336],"domain_scores_gemma":[0.99820054,0.0006528745,0.000808324,0.00020217472,0.0001195669,0.000016500151],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007909889,0.00018945681,0.0011921234,0.00040080913,0.000090530215,0.00003016646,0.00011058149,0.000049698312,0.000009775529],"category_scores_gemma":[0.0008146196,0.00013782967,0.00007558958,0.0012285352,0.000039667833,0.000119150434,0.00006514716,0.00020321582,4.630699e-7],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000023398927,0.000022550897,0.00000577559,0.8948467,0.0000040345844,0.0000010025855,0.001072245,4.2506426e-7,0.0000059094755,0.00031112388,0.000013085187,0.10371486],"study_design_scores_gemma":[0.0004257001,0.00016379652,0.0000254704,0.9676298,0.00012648173,0.000016222893,0.00027937273,0.000028700242,0.000010090454,0.000005146972,0.031115467,0.00017374322],"about_ca_topic_score_codex":0.0000072094567,"about_ca_topic_score_gemma":0.0000011979454,"teacher_disagreement_score":0.10354111,"about_ca_system_score_codex":0.0001438899,"about_ca_system_score_gemma":0.00009612235,"threshold_uncertainty_score":0.5620531},"labels":[],"label_agreement":null},{"id":"W4322768485","doi":"10.1093/geroni/igad019","title":"Testing the Webber’s Comprehensive Mobility Framework Using Self-Reported and Performance-Based Mobility Outcomes Among Community-Dwelling Older Adults in Nigeria","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; McMaster University","funders":"","keywords":"Fear of falling; Balance (ability); Stairs; Psychology; Gait; Regression analysis; Preferred walking speed; Gerontology; Climb; Personal mobility; Medicine; Physical medicine and rehabilitation; Poison control; Injury prevention; Geography; Environmental health; Statistics; Computer science","score_opus":0.11576240541757458,"score_gpt":0.40220712497768535,"score_spread":0.28644471956011075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322768485","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99646235,0.000020286418,0.00036523573,0.0005688763,0.00051040726,0.0015493311,0.00000475231,0.00043176874,0.00008697173],"genre_scores_gemma":[0.99703664,0.000006659663,0.0019246988,0.0006565493,0.000059084374,0.0002503667,0.000019963229,0.000037411843,0.000008627316],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99580616,0.001191726,0.0016238209,0.00040695549,0.00032212964,0.0006492174],"domain_scores_gemma":[0.99084944,0.007055424,0.0006581608,0.0006667976,0.000736372,0.000033834876],"candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0044651204,0.00028380685,0.00047159503,0.0006258149,0.0018912076,0.000037929763,0.00023003374,0.00020239128,0.000011524434],"category_scores_gemma":[0.0033470143,0.00023680425,0.000029470712,0.004489475,0.00020691843,0.00029196046,0.00036336412,0.0023745263,0.0000075747553],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011086994,0.00010268193,0.96012056,0.00080154603,0.000027499013,0.000003812869,0.035185225,0.0030130497,0.00007532911,0.000015054009,0.000011818654,0.0006323216],"study_design_scores_gemma":[0.0008648476,0.000014476069,0.89816695,0.0031852385,0.0000102961985,5.9706815e-7,0.022709271,0.07445129,0.00002303686,0.00036762463,0.0000064047995,0.0001999862],"about_ca_topic_score_codex":0.0036725772,"about_ca_topic_score_gemma":0.002178938,"teacher_disagreement_score":0.07143824,"about_ca_system_score_codex":0.00039273113,"about_ca_system_score_gemma":0.00018713792,"threshold_uncertainty_score":0.99992704},"labels":[],"label_agreement":null},{"id":"W4328115606","doi":"10.1093/geroni/igad028","title":"Trends in Gender and Racial/Ethnic Disparities in Physical Disability and Social Support Among U.S. Older Adults With Cognitive Impairment Living Alone, 2000–2018","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Disability Prevention and Rehabilitation; Ontario Tech University","funders":"NIHR Cambridge Biomedical Research Centre; Department of Health and Social Care; National Institute for Health and Care Research; Raymond and Beverly Sackler Institute for Biological, Physical and Engineering Sciences, Yale University; Alzheimer's Society; Yale University; National Institute on Aging; World Bank Group; Medical Research Council; Alzheimer's Association","keywords":"Activities of daily living; Confidence interval; Poisson regression; Gerontology; Social support; Ethnic group; Odds ratio; Medicine; Logistic regression; Demography; Cognitive impairment; Health and Retirement Study; Cognition; Psychology; Physical therapy; Psychiatry; Population; Environmental health","score_opus":0.04016050393227065,"score_gpt":0.38303979581931763,"score_spread":0.34287929188704697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4328115606","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99845046,0.000030314222,0.0000124240005,0.0006927537,0.00014697236,0.00036461753,0.000014521452,0.000052735213,0.00023518456],"genre_scores_gemma":[0.9993442,0.0000091586735,0.000011960341,0.00010769249,0.00013683764,0.00015747934,0.000092782655,0.000016437241,0.00012342627],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984716,0.00019377118,0.00045910536,0.0003073916,0.00017270597,0.00039540938],"domain_scores_gemma":[0.99933064,0.0003733922,0.0001294858,0.00006706605,0.00007564602,0.000023783177],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008108614,0.00013369595,0.00026263576,0.000566071,0.00017869675,0.000015794552,0.000033558583,0.000099616474,0.00003824286],"category_scores_gemma":[0.00006640345,0.00012605936,0.000013919788,0.00221258,0.0001758213,0.00023741314,0.00007460471,0.00041732474,0.0000026819812],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006801004,0.0000906343,0.84478474,0.0001819344,0.000004700054,0.000005815102,0.14249842,0.0000013350857,0.0000063250895,0.00007448146,0.00024478202,0.012038816],"study_design_scores_gemma":[0.0014947286,0.000033486307,0.9447426,0.0005422364,0.000006562526,5.025862e-7,0.052626602,0.00022573971,0.000003759027,0.00018331183,0.000005628732,0.00013480154],"about_ca_topic_score_codex":0.0016074872,"about_ca_topic_score_gemma":0.0041184514,"teacher_disagreement_score":0.09995789,"about_ca_system_score_codex":0.00022102798,"about_ca_system_score_gemma":0.0000802984,"threshold_uncertainty_score":0.51405513},"labels":[],"label_agreement":null},{"id":"W4367310579","doi":"10.1093/geroni/igad039","title":"The Environmental Audit Screening Evaluation: Establishing Reliability and Validity of an Evidence-Based Design Tool","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Research Manitoba","funders":"National Institute on Aging; Administration for Community Living","keywords":"Generalizability theory; Audit; Reliability (semiconductor); Usability; Inter-rater reliability; Psychology; Scale (ratio); Construct validity; Applied psychology; Computer science; Psychometrics; Rating scale; Clinical psychology; Geography; Business","score_opus":0.20678681547690417,"score_gpt":0.4256026878123803,"score_spread":0.21881587233547614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367310579","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98751915,0.0000715459,0.00862361,0.0026060413,0.00044451142,0.00063789944,0.0000042058637,0.000054706303,0.000038346534],"genre_scores_gemma":[0.9973447,0.000024337678,0.002232558,0.00010035629,0.00011650861,0.000095107374,0.00003692565,0.00000934546,0.000040185747],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99745697,0.0010906245,0.00061218074,0.00021326117,0.00040895172,0.00021803053],"domain_scores_gemma":[0.9961083,0.0031691967,0.00028767853,0.00025865066,0.00015884418,0.000017318127],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014083189,0.00007592182,0.0001178613,0.00023677062,0.000603586,0.00003081015,0.000106202875,0.000070546615,0.000048022666],"category_scores_gemma":[0.0030700297,0.0000640405,0.000013941139,0.0012944513,0.00006590689,0.0004881009,0.00005331088,0.00026322156,0.0000048196935],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021668129,0.000054345033,0.7081729,0.00022593181,0.000010296604,0.000002852834,0.011524352,0.013886375,0.0065955687,0.0004945865,0.0039198645,0.25489622],"study_design_scores_gemma":[0.00075377675,0.000062584186,0.9120537,0.00054774154,0.00001730456,3.6660407e-7,0.0075890943,0.07448974,0.00082953525,0.002891526,0.0006415747,0.0001230701],"about_ca_topic_score_codex":0.00015952728,"about_ca_topic_score_gemma":0.000017335213,"teacher_disagreement_score":0.25477314,"about_ca_system_score_codex":0.00018289125,"about_ca_system_score_gemma":0.00021557912,"threshold_uncertainty_score":0.48809803},"labels":[],"label_agreement":null},{"id":"W4381598247","doi":"10.1093/geroni/igad041","title":"“Participation Is Fun and Empowering”: A Participatory Approach to Co-Design a Cultural Art Program for Older Chinese at Risk of Depression in Hong Kong","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Art Therapy and Mental Health","field":"Arts and Humanities","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Adler","funders":"University of Hong Kong","keywords":"Empowerment; Mental health; Participatory action research; Focus group; Stigma (botany); Psychology; Feeling; Citizen journalism; Medical education; Medicine; Social psychology; Sociology; Psychotherapist; Psychiatry","score_opus":0.11366033456474774,"score_gpt":0.4006138541686053,"score_spread":0.28695351960385757,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381598247","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99711984,0.000025197583,0.0007223949,0.000113376445,0.00008401892,0.0010209352,0.000010862555,0.000060129743,0.0008432542],"genre_scores_gemma":[0.998234,0.0000075358735,0.00046709424,0.00016098206,0.000057192436,0.000632986,0.000055264114,0.000012379178,0.00037257676],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99906415,0.000051488267,0.00039243736,0.00017875548,0.00010624941,0.0002069247],"domain_scores_gemma":[0.99964905,0.00006150534,0.0001250977,0.00007609816,0.00006257456,0.00002566131],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000646258,0.00009112616,0.00013623599,0.00028422268,0.00016625338,0.000033002496,0.00003738354,0.00002815936,0.000023837802],"category_scores_gemma":[0.000036792204,0.00007576298,0.000015388185,0.0003297123,0.00004311,0.00021084501,0.000027326734,0.00007012871,0.000006028221],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000298974,0.00034657397,0.51973885,0.00039177865,0.000021272956,0.0000010249892,0.4361557,0.0009629948,0.0021534394,0.0038400686,0.002479493,0.033609822],"study_design_scores_gemma":[0.0034161557,0.00032912352,0.9089538,0.00057648896,0.00001695284,0.0000011006035,0.01809026,0.048625123,0.0057525896,0.0015865893,0.012177543,0.00047429555],"about_ca_topic_score_codex":0.00004611016,"about_ca_topic_score_gemma":0.00013806924,"teacher_disagreement_score":0.41806546,"about_ca_system_score_codex":0.000053161806,"about_ca_system_score_gemma":0.000011994041,"threshold_uncertainty_score":0.30895245},"labels":[],"label_agreement":null},{"id":"W4384132362","doi":"10.1093/geroni/igad045","title":"Change in Pain During Physical Activity Following Total Knee Arthroplasty: Associations With Improved Physical Function and Decreased Situational Pain Catastrophizing","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases; National Institute of General Medical Sciences; National Institute on Aging; National Institutes of Health","keywords":"Osteoarthritis; Pain catastrophizing; WOMAC; Physical therapy; Medicine; Physical medicine and rehabilitation; Knee pain; Population; Chronic pain","score_opus":0.020706936706784824,"score_gpt":0.27506715789128233,"score_spread":0.2543602211844975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384132362","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9961259,0.000004546243,0.0016067332,0.0014646013,0.00010276105,0.0004982874,0.000010593014,0.0001677745,0.000018805547],"genre_scores_gemma":[0.99890083,5.463836e-7,0.0002637053,0.0001578523,0.00028188503,0.00016326272,0.00016561638,0.00003334678,0.00003295639],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984872,0.00018929504,0.0002648475,0.00035632003,0.00035154773,0.00035079682],"domain_scores_gemma":[0.99905294,0.0005356089,0.0001493165,0.00013366262,0.000076526965,0.00005192623],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011323709,0.00019079946,0.00031240712,0.00072994776,0.00016290958,0.000042982127,0.000019983127,0.000056545534,0.000003814008],"category_scores_gemma":[0.0009088318,0.00019145927,0.000047158188,0.0024206957,0.00004071655,0.0005263386,0.000048254875,0.00038478803,0.000007353293],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013816427,0.0002730315,0.90492487,0.0000698204,0.00006165852,0.00003656396,0.0022615083,0.00023074745,0.06727497,0.00033718784,0.000007270054,0.02438423],"study_design_scores_gemma":[0.0029135537,0.00014597106,0.92417884,0.00019814532,0.000020543352,0.0000048949305,0.0005527779,0.0713347,0.00037318195,0.0001027293,0.000006012717,0.00016863883],"about_ca_topic_score_codex":0.00018453108,"about_ca_topic_score_gemma":0.00016706987,"teacher_disagreement_score":0.07110395,"about_ca_system_score_codex":0.00027103606,"about_ca_system_score_gemma":0.0000853778,"threshold_uncertainty_score":0.78074825},"labels":[],"label_agreement":null},{"id":"W4384132760","doi":"10.1093/geroni/igad066","title":"Engaging Nigerian Older Persons in Neighborhood Environment Assessment for Physical Activity Participation: A Citizen Science Project","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"School of Medicine, Stanford University; University of Manitoba; Robert Wood Johnson Foundation","keywords":"Pedestrian; Citizen science; Brainstorming; Built environment; Physical activity; Geography; Environmental health; Public relations; Business; Environmental planning; Psychology; Transport engineering; Political science; Engineering; Marketing; Medicine; Civil engineering","score_opus":0.053486239178811866,"score_gpt":0.3986685824547193,"score_spread":0.34518234327590747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384132760","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9851694,0.0000014598198,0.0036464687,0.008385769,0.00014774177,0.00087963307,0.0000044724034,0.00021136733,0.0015536812],"genre_scores_gemma":[0.9982991,0.000002457144,0.00076330255,0.00008394199,0.000087309396,0.00066360686,0.000006440801,0.000011205767,0.00008260178],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99832296,0.00010779457,0.00023314492,0.00039553118,0.00042253084,0.0005180321],"domain_scores_gemma":[0.9994241,0.00019455771,0.00012403235,0.00017021196,0.00006319506,0.000023889894],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023708409,0.000101030426,0.00013971541,0.0010470751,0.0005068239,0.0000889152,0.00023715071,0.000059730144,0.000008382024],"category_scores_gemma":[0.0005001736,0.000115138704,0.000021266147,0.0050452873,0.00032241267,0.0005198769,0.00008702803,0.0002468987,0.0000064893256],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034793375,0.00063833763,0.39661157,0.0000658848,0.000017859718,0.000016272012,0.23378633,0.0006698833,0.023417512,0.15531668,0.00035629593,0.18906857],"study_design_scores_gemma":[0.0023983407,0.00006663,0.8984528,0.00018183928,0.000008532735,4.414462e-7,0.041999158,0.040469024,0.004223375,0.009698698,0.00203114,0.00047002308],"about_ca_topic_score_codex":0.00022255926,"about_ca_topic_score_gemma":0.00027366274,"teacher_disagreement_score":0.5018412,"about_ca_system_score_codex":0.00062562415,"about_ca_system_score_gemma":0.00044637237,"threshold_uncertainty_score":0.46952203},"labels":[],"label_agreement":null},{"id":"W4384826434","doi":"10.1093/geroni/igad075","title":"Differential Associations Between Depressive Symptom-Domains With Anxiety, Loneliness, and Cognition in a Sample of Community Older Chinese Adults: A Multiple Indicators Multiple Causes Approach","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"University of Hong Kong","keywords":"Loneliness; Cognition; Anxiety; Clinical psychology; Psychology; Depressive symptoms; Depression (economics); Sample (material); Differential (mechanical device); Developmental psychology; Psychiatry","score_opus":0.03706975211244605,"score_gpt":0.35118487584202657,"score_spread":0.3141151237295805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384826434","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9975448,0.00001659966,0.0010121252,0.00008889506,0.000071438975,0.0007371923,0.0003720955,0.00006382953,0.00009298571],"genre_scores_gemma":[0.9958503,0.000008405411,0.00017422266,0.00005130778,0.000046654255,0.0002949226,0.0035467674,0.000020526297,0.0000068500935],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985563,0.00023719086,0.0005817443,0.00020010429,0.00017824063,0.0002463981],"domain_scores_gemma":[0.99852604,0.00080304156,0.00038513725,0.00016819737,0.00008967131,0.000027929724],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034162268,0.00015408106,0.00027800526,0.00093190244,0.00018991689,0.000021138812,0.00010694231,0.00010575776,0.00001847136],"category_scores_gemma":[0.00021360972,0.00013635143,0.000015836004,0.00273556,0.00007130447,0.00018821721,0.00007868196,0.00031417827,0.0000021559636],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006697532,0.00040538143,0.9831563,0.00010452479,0.000048999853,0.000001446083,0.011779012,0.000014078294,0.000061188846,0.00009660199,0.00001608721,0.004249364],"study_design_scores_gemma":[0.0052441987,0.00003141583,0.9901724,0.00016913946,0.000016712243,9.059457e-7,0.0033716194,0.00041750915,0.00016581723,0.00028442286,0.0000020550804,0.00012380589],"about_ca_topic_score_codex":0.005522417,"about_ca_topic_score_gemma":0.0021607806,"teacher_disagreement_score":0.0084073935,"about_ca_system_score_codex":0.00007412767,"about_ca_system_score_gemma":0.000019508996,"threshold_uncertainty_score":0.83482796},"labels":[],"label_agreement":null},{"id":"W4385995166","doi":"10.1093/geroni/igad086","title":"Worsened Ability to Engage in Social and Physical Activity During the COVID-19 Pandemic and Older Adults’ Mental Health: Longitudinal Analysis From the Canadian Longitudinal Study on Aging","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University; Dalhousie University; University of Calgary; Impact; McGill University; McGill University Health Centre; Simon Fraser University","funders":"Canadian Institutes of Health Research; McMaster Institute for Research on Aging, McMaster University; Michael Smith Health Research BC; Public Health Agency of Canada; Government of Canada; Public Health Agency; McMaster University","keywords":"Longitudinal study; Anxiety; Pandemic; Depression (economics); Mental health; Gerontology; Cohort study; Epidemiology; Odds ratio; Psychology; Cohort; Confidence interval; Odds; Medicine; Multicenter AIDS Cohort Study; Logistic regression; Demography; Coronavirus disease 2019 (COVID-19); Psychiatry; Disease; Human immunodeficiency virus (HIV); Viral load; Family medicine; Internal medicine","score_opus":0.1814511052762415,"score_gpt":0.47155312773268043,"score_spread":0.2901020224564389,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385995166","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9777812,0.000016831578,0.00003113874,0.020961829,0.00014780021,0.0009391387,0.000057273326,0.000043831467,0.000020964933],"genre_scores_gemma":[0.9976098,0.0000026303646,0.0000038790176,0.002076841,0.0001303146,0.00011881157,0.000029676796,0.000011640913,0.000016405635],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977879,0.0006012762,0.00034427276,0.00057826436,0.00024305814,0.00044521407],"domain_scores_gemma":[0.9988194,0.0006719273,0.00012543687,0.00023477695,0.000025983509,0.00012246615],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002256667,0.00016406152,0.00027313113,0.00070999656,0.0010794346,0.00006626583,0.00012673103,0.00004860932,0.000024353838],"category_scores_gemma":[0.00013051677,0.0001309532,0.000030001365,0.0038064648,0.00008236645,0.00008378141,0.00010174594,0.00055720186,0.000004849881],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012277746,0.00013155573,0.8939703,0.000025079064,0.00004448719,0.000013097612,0.10104136,0.000042240772,0.000036320173,0.00011732018,0.000055009135,0.004400423],"study_design_scores_gemma":[0.0013099313,0.000039116378,0.9790014,0.000026345304,0.000014040245,0.0000016377727,0.019126296,0.00024179902,0.0000029179719,0.00007131647,0.00005089532,0.00011432399],"about_ca_topic_score_codex":0.5470779,"about_ca_topic_score_gemma":0.7987594,"teacher_disagreement_score":0.25168148,"about_ca_system_score_codex":0.0017024453,"about_ca_system_score_gemma":0.0002708905,"threshold_uncertainty_score":0.83022475},"labels":[],"label_agreement":null},{"id":"W4386804741","doi":"10.1093/geroni/igad103","title":"Self-Reported Pain Treatment Practices Among U.S. and Canadian Adults: Findings From a Population Survey","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Queen's University; Mount Saint Vincent University; Western University","funders":"Social Sciences and Humanities Research Council of Canada; National Institute on Aging; National Institutes of Health","keywords":"Medicine; Context (archaeology); Population; Descriptive statistics; Residence; Demography; Environmental health","score_opus":0.03499660502507015,"score_gpt":0.3144878951169695,"score_spread":0.2794912900918994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386804741","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99747735,0.000054714434,0.0000076504475,0.0015370729,0.00009344767,0.00051954883,0.00003460191,0.00014433709,0.00013130017],"genre_scores_gemma":[0.99504113,0.00006606415,0.00041022504,0.00019588867,0.000030976662,0.000079814796,0.0040780413,0.000020638165,0.000077220466],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988329,0.00010133819,0.00041159557,0.00028951163,0.00015464745,0.00021001694],"domain_scores_gemma":[0.9991892,0.00021486852,0.00024784426,0.00016644724,0.000119681645,0.00006195412],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00084672513,0.0001288566,0.00017232813,0.00084751134,0.00007808016,0.000041203588,0.000024452185,0.00007012423,0.000023287972],"category_scores_gemma":[0.000984627,0.00012391419,0.000012685726,0.001903024,0.000013325514,0.00018584392,0.000010323282,0.00008329465,0.000012355896],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002417404,0.000058941623,0.99053115,0.000027127322,0.00009573095,0.00007224542,0.0039762836,0.0000067912274,0.000036907863,0.000028029335,0.00011770765,0.005024893],"study_design_scores_gemma":[0.0013330454,0.00006253937,0.991108,0.00015988969,0.000039073522,0.0000023527834,0.0012849583,0.005381943,0.000062380415,0.00007568278,0.00038840907,0.000101703234],"about_ca_topic_score_codex":0.77367455,"about_ca_topic_score_gemma":0.50899726,"teacher_disagreement_score":0.26467726,"about_ca_system_score_codex":0.0005572661,"about_ca_system_score_gemma":0.00016937304,"threshold_uncertainty_score":0.5053074},"labels":[],"label_agreement":null},{"id":"W4386949515","doi":"10.1093/geroni/igad106","title":"Avoidable Care Transitions: A Consensus-Based Definition Using a Delphi Technique","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"H2020 Marie Skłodowska-Curie Actions; European Commission","keywords":"CINAHL; Multidisciplinary approach; Delphi method; Harm; Delphi; MEDLINE; Health care; Resource (disambiguation); Medicine; Nursing; Psychology; Family medicine; Political science; Psychological intervention; Social psychology; Computer science","score_opus":0.07296105708495082,"score_gpt":0.33414432984688297,"score_spread":0.26118327276193215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386949515","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93934274,0.00004190271,0.03996571,0.015421875,0.000098873876,0.0016434072,0.0000107257865,0.000573933,0.0029008482],"genre_scores_gemma":[0.9704405,0.0000022389881,0.0282268,0.000761544,0.000030499572,0.0002207461,0.00025476154,0.000015682552,0.00004721948],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99921274,0.00002859994,0.00029439537,0.00015437337,0.00014090618,0.00016900654],"domain_scores_gemma":[0.9996184,0.000034562425,0.000046976293,0.00012032497,0.00016233056,0.000017406972],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029820797,0.00008549586,0.000120658064,0.0010271132,0.00008374771,0.000016208838,0.00001843485,0.000050466075,0.00003523271],"category_scores_gemma":[0.00005208018,0.00008906297,0.000025043259,0.002531847,0.00002147586,0.000045781744,0.000007863602,0.00010264703,0.000028944025],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00054812524,0.00095796125,0.1151328,0.0042565106,0.00026814302,0.00249319,0.017333867,0.008919067,0.73166484,0.07650752,0.014503567,0.027414422],"study_design_scores_gemma":[0.05155649,0.0017855333,0.08320238,0.02121303,0.0011650744,0.00048956845,0.0766073,0.16151112,0.43096238,0.030122899,0.1374772,0.0039070146],"about_ca_topic_score_codex":0.000072332914,"about_ca_topic_score_gemma":0.000027542983,"teacher_disagreement_score":0.30070245,"about_ca_system_score_codex":0.0001941759,"about_ca_system_score_gemma":0.000114537856,"threshold_uncertainty_score":0.36318827},"labels":[],"label_agreement":null},{"id":"W4387946693","doi":"10.1093/geroni/igad124","title":"Availability of Cognitive Resources in Early Life Predicts Transitions Between Cognitive States in Middle and Older Adults From Europe","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria; University of British Columbia","funders":"National Institute on Aging; National Institutes of Health; Alzheimer Nederland; Osteopathic Heritage Foundation","keywords":"Cognition; Socioeconomic status; Gerontology; Cognitive skill; Psychology; Cognitive decline; Hazard ratio; Effects of sleep deprivation on cognitive performance; Confidence interval; Demography; Medicine; Developmental psychology; Dementia; Psychiatry; Environmental health; Population; Disease","score_opus":0.033878615506157006,"score_gpt":0.3089322884788831,"score_spread":0.2750536729727261,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387946693","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99752337,0.0000797801,0.00008934847,0.0006062472,0.000015924214,0.0008186199,0.00020631608,0.0000346779,0.0006257148],"genre_scores_gemma":[0.9989902,0.000045536042,0.00002197533,0.00014434096,0.000029634728,0.00008295315,0.000622685,0.000014445384,0.00004827394],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983366,0.00015382218,0.0006199896,0.000320445,0.00031573538,0.00025340452],"domain_scores_gemma":[0.998676,0.000620107,0.00009454261,0.000067973546,0.0004918392,0.00004954514],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00083204475,0.00011216745,0.0002616778,0.0011332574,0.000030458066,0.000020792617,0.000040650477,0.00005550568,0.000078604666],"category_scores_gemma":[0.0010064361,0.00011575778,0.000015354519,0.0034336096,0.00015034652,0.00018389487,0.00004732441,0.00029701972,0.000013726989],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030599447,0.00018185886,0.9650979,0.00015332973,0.000029759865,0.000039284485,0.025147088,0.0000011972201,0.00031265392,0.0000075059825,0.0000101313435,0.008713314],"study_design_scores_gemma":[0.005160783,0.00014869425,0.9738961,0.005063435,0.000024820276,3.63992e-7,0.013346848,0.0002841006,0.0017703308,0.00020810345,0.0000050906233,0.00009137187],"about_ca_topic_score_codex":0.00078459084,"about_ca_topic_score_gemma":0.00012451663,"teacher_disagreement_score":0.01180024,"about_ca_system_score_codex":0.000027242722,"about_ca_system_score_gemma":0.00007908625,"threshold_uncertainty_score":0.47204652},"labels":[],"label_agreement":null},{"id":"W4387947169","doi":"10.1093/geroni/igad123","title":"Comparing the Experiences of Participants With Mild Cognitive Impairment and Mild Dementia During an Oral Health Intervention","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dental Health and Care Utilization","field":"Dentistry","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Dental and Craniofacial Research; Canadian Institutes of Health Research; National Institutes of Health","keywords":"Dementia; Psychological intervention; Oral hygiene; Intervention (counseling); Coaching; Cognition; Psychology; Health care; Medicine; Cognitive impairment; Clinical psychology; Gerontology; Nursing; Psychiatry; Disease; Psychotherapist","score_opus":0.09740542041622521,"score_gpt":0.40209896656105293,"score_spread":0.3046935461448277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387947169","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99891365,0.00009645676,0.0003911855,0.00004289096,0.00019538341,0.00028070787,0.000002442845,0.000043364675,0.000033940818],"genre_scores_gemma":[0.9996654,0.0000075251573,0.0000312077,0.000107972846,0.000017019776,0.00008079671,0.00006259606,0.000007793123,0.000019710837],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988311,0.00010039099,0.00047784788,0.00016317137,0.00020424003,0.000223231],"domain_scores_gemma":[0.9995465,0.00002612385,0.00023048974,0.00007572734,0.000091352274,0.00002980623],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007141147,0.00007235579,0.00011856084,0.00022570201,0.00014691093,0.000040510644,0.000058379508,0.000018754456,0.000017229633],"category_scores_gemma":[0.000022522529,0.000058727772,0.00000989651,0.0011339433,0.000055061555,0.00024293929,0.000045654386,0.00007747801,0.000003331361],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011157471,0.00006875683,0.9737868,0.0002407571,0.00001607873,0.000004270325,0.022047836,0.000078054836,0.00008985118,0.00036579234,0.00002671405,0.0031635396],"study_design_scores_gemma":[0.0010321187,0.00008770979,0.9054976,0.00047694077,0.0000055574405,0.0000037390716,0.08795787,0.0027470354,0.002075303,0.000055402525,0.0000029651608,0.00005772693],"about_ca_topic_score_codex":0.00036342183,"about_ca_topic_score_gemma":0.0017228833,"teacher_disagreement_score":0.06828914,"about_ca_system_score_codex":0.000043978343,"about_ca_system_score_gemma":0.000023323148,"threshold_uncertainty_score":0.2394849},"labels":[],"label_agreement":null},{"id":"W4390042269","doi":"10.1093/geroni/igad104.0622","title":"THE EFFECT OF INTERVENTIONS TO REDUCE SOCIAL ISOLATION AND LONELINESS AMONG FAMILY CAREGIVERS: A SYSTEMATIC REVIEW","year":2023,"lang":"en","type":"review","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"MacEwan University; Simon Fraser University","funders":"","keywords":"Loneliness; Psychological intervention; Social isolation; Psychology; Intervention (counseling); Isolation (microbiology); Family caregivers; Social connectedness; Social support; Qualitative research; Clinical psychology; Medicine; Gerontology; Psychiatry; Social psychology; Sociology","score_opus":0.11392793975517256,"score_gpt":0.46674576497437614,"score_spread":0.3528178252192036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390042269","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00022187969,0.9947724,0.000100247365,0.0011122249,0.0004449447,0.00312375,0.000009562368,0.000033800014,0.00018120898],"genre_scores_gemma":[0.00047328512,0.9984568,0.0000079156725,0.00010278555,0.00011675484,0.0005327751,0.000019551666,0.0000156143,0.0002745582],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9969634,0.0009810792,0.0014125813,0.00016462905,0.00026825693,0.00021006764],"domain_scores_gemma":[0.9976715,0.0011902155,0.0008026607,0.00012439727,0.0001860959,0.000025171195],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0057934416,0.00013379725,0.0010534927,0.0003281122,0.00042337755,0.000081686565,0.00020488235,0.000103363425,0.0000021981418],"category_scores_gemma":[0.0033494376,0.0000951122,0.00015027719,0.0028267307,0.00008230204,0.000110785695,0.00006170699,0.00018434813,0.000006193103],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[5.739879e-7,0.000001614126,0.00008925801,0.95761585,0.000019395073,5.411158e-7,0.0014663285,1.7419832e-7,8.732133e-9,0.00349952,0.0005079671,0.036798783],"study_design_scores_gemma":[0.00006566453,0.000010489759,0.00030187872,0.97370356,0.00026638256,2.7139328e-7,0.0021579494,0.000002364066,2.8549437e-8,0.000045663095,0.023328105,0.00011766064],"about_ca_topic_score_codex":0.0016149739,"about_ca_topic_score_gemma":0.0009449268,"teacher_disagreement_score":0.036681123,"about_ca_system_score_codex":0.00022343064,"about_ca_system_score_gemma":0.00016365804,"threshold_uncertainty_score":0.40098315},"labels":[],"label_agreement":null},{"id":"W4390042287","doi":"10.1093/geroni/igad104.0887","title":"EXPERIENCES AND WELL-BEING OF LOW-INCOME WORKERS IN THE SENIOR COMMUNITY SERVICE EMPLOYMENT PROGRAM","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychology; Poverty; Gerontology; Unemployment; Quarter (Canadian coin); General partnership; Medical education; Medicine; Political science; Economic growth; Business; Geography; Finance","score_opus":0.06211084237805489,"score_gpt":0.42144694830960827,"score_spread":0.3593361059315534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390042287","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98986137,0.000017769391,0.000005762536,0.0070374,0.0001730944,0.00063544273,4.2247336e-7,0.00008084023,0.0021878746],"genre_scores_gemma":[0.99835193,0.000012718069,0.000057738587,0.00085205125,0.00003257994,0.0005916056,0.000011557231,0.000007619518,0.00008219484],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984792,0.00045301975,0.0005543183,0.00009869706,0.0001736464,0.00024114331],"domain_scores_gemma":[0.9990296,0.00053128693,0.0001604909,0.00016004077,0.00010986715,0.0000087097405],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022040843,0.00008287217,0.00014181208,0.00033490613,0.00048736564,0.000010858134,0.00015183796,0.00004470513,0.000013896676],"category_scores_gemma":[0.000096374046,0.00006198193,0.000008550501,0.0031832266,0.000053883112,0.00011046765,0.00017431861,0.00043010566,0.000007199666],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000059193517,0.000026019232,0.7355048,0.00016173522,0.0000038623302,0.0000011575866,0.26169437,0.0000070298734,0.00003141344,0.00070952333,0.00012393977,0.001730216],"study_design_scores_gemma":[0.00028761834,0.00001637661,0.6309494,0.00059093063,0.0000013462144,1.2147544e-7,0.3667812,0.00008710814,0.00002980155,0.00076434726,0.00043910227,0.000052664043],"about_ca_topic_score_codex":0.0027446242,"about_ca_topic_score_gemma":0.001970837,"teacher_disagreement_score":0.10508683,"about_ca_system_score_codex":0.000040895025,"about_ca_system_score_gemma":0.000030627045,"threshold_uncertainty_score":0.4149069},"labels":[],"label_agreement":null},{"id":"W4390042299","doi":"10.1093/geroni/igad104.0535","title":"HOSPITAL-IN-HOME: IMPLEMENTATIONS IN THE VA HEALTH CARE","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Implementation; Veterans Affairs; Medicine; Health care; Healthcare system; Nursing; Medical emergency; Political science; Computer science","score_opus":0.05664108507841796,"score_gpt":0.4618177278908057,"score_spread":0.40517664281238774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390042299","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95515347,0.00010773136,0.000053325766,0.04131219,0.0011048194,0.0007289866,0.000012995014,0.00007223687,0.0014542376],"genre_scores_gemma":[0.9974843,0.000029696239,0.000097668286,0.001678804,0.00012361184,0.00022727338,0.00024820954,0.000011650679,0.00009877598],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998324,0.00024225852,0.0007067975,0.0001623326,0.0001723129,0.00039230793],"domain_scores_gemma":[0.9992895,0.0002723448,0.000159177,0.00016785688,0.000099193,0.000011939454],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013911349,0.00007356284,0.00013125574,0.0010327004,0.00026172714,0.0000130450635,0.00012059252,0.000047701018,0.000049914965],"category_scores_gemma":[0.00009693571,0.000064612694,0.000013682953,0.006330183,0.000012278597,0.000103204344,0.00003536805,0.0003882953,0.000061596096],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004778764,0.00002788579,0.62072915,0.00014600833,0.0000019293857,0.00000788725,0.31592405,0.00004740116,0.00001878049,0.008904897,0.03994464,0.014242617],"study_design_scores_gemma":[0.000614744,0.000019665169,0.72219586,0.00013497435,7.019302e-7,1.6647289e-7,0.26780117,0.000021145164,0.000002533809,0.0014388887,0.007705845,0.000064322754],"about_ca_topic_score_codex":0.0026466367,"about_ca_topic_score_gemma":0.0040874467,"teacher_disagreement_score":0.10146671,"about_ca_system_score_codex":0.00040102305,"about_ca_system_score_gemma":0.00027956758,"threshold_uncertainty_score":0.40009406},"labels":[],"label_agreement":null},{"id":"W4390042383","doi":"10.1093/geroni/igad104.0560","title":"DO PUBLIC HOME CARE CLIENTS “LOSE OUT ON SERVICES” BECAUSE THEY HAVE A FAMILY CAREGIVER?","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University; University of Waterloo; Manitoba Health; Mount Saint Vincent University","funders":"","keywords":"Spouse; Nova scotia; Rurality; Equity (law); Medicine; Gerontology; Population; Nursing; Health equity; Family medicine; Public health; Environmental health; Geography; Rural area; Political science","score_opus":0.08427602358194604,"score_gpt":0.40363659486691683,"score_spread":0.3193605712849708,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390042383","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98497885,0.00007660954,0.000016537197,0.0025748066,0.0029126878,0.0004912035,0.00004283739,0.00032994384,0.008576521],"genre_scores_gemma":[0.99664927,0.000024562894,0.000024443749,0.0012731362,0.00033802402,0.00011637472,0.0004219763,0.000039648356,0.0011125626],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99780333,0.00019839604,0.000648098,0.00038001646,0.00039806915,0.00057211396],"domain_scores_gemma":[0.9984657,0.00019867173,0.0002700261,0.00040699154,0.00060590904,0.000052679337],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006525675,0.00017641087,0.00023503773,0.0014677674,0.00046220512,0.000065642154,0.0002337529,0.00018746805,0.000042911066],"category_scores_gemma":[0.00008952826,0.00017245584,0.00003805506,0.0017562878,0.000018131695,0.0002262612,0.00013477815,0.00056488544,0.0006552833],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000063101346,0.0000615987,0.56426966,0.0006609188,0.000028320763,0.00004242476,0.39041838,0.0000621716,0.00051181414,0.0058865626,0.013557757,0.024437282],"study_design_scores_gemma":[0.002893373,0.000077990204,0.51807696,0.00135763,0.000016619142,7.024202e-7,0.41426417,0.00014663037,0.000045866796,0.0026731302,0.059958246,0.0004886442],"about_ca_topic_score_codex":0.0007353857,"about_ca_topic_score_gemma":0.00083482737,"teacher_disagreement_score":0.046400487,"about_ca_system_score_codex":0.0004595066,"about_ca_system_score_gemma":0.00019270126,"threshold_uncertainty_score":0.84225595},"labels":[],"label_agreement":null},{"id":"W4390042387","doi":"10.1093/geroni/igad104.0739","title":"INNOVATIVE APPROACHES TO ADDRESSING LONELINESS AND PROMOTING AGING IN COMMUNITY","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Loneliness; Gerontology; Coping (psychology); Globe; Psychology; Social support; Public relations; Medical education; Medicine; Political science; Social psychology; Clinical psychology","score_opus":0.21627068909370853,"score_gpt":0.3724294463654965,"score_spread":0.156158757271788,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390042387","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98705053,0.000013395259,0.00055514916,0.010120973,0.00009896794,0.0003465716,0.0000011338454,0.00034356696,0.0014696989],"genre_scores_gemma":[0.9983914,0.0000031982147,0.0011465538,0.00028523902,0.00004825206,0.00006130028,0.00001241109,0.0000142113695,0.00003743965],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984318,0.0003098724,0.00046320958,0.0002232653,0.00020225106,0.00036958978],"domain_scores_gemma":[0.9992769,0.00024254844,0.0001366289,0.00015679133,0.00016624956,0.000020902873],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00443507,0.000103927996,0.00015914165,0.0017741913,0.0004758227,0.000095948126,0.00023403265,0.0001045813,0.0000017531709],"category_scores_gemma":[0.0021107518,0.00012317451,0.0000055647392,0.01538153,0.00017228219,0.0003963281,0.0002376334,0.00060975645,0.0000047775643],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000037580892,0.00004415245,0.5999166,0.000079635254,0.0000047689127,0.000011476084,0.27230835,0.00016156246,0.0016583072,0.040241677,0.000045308036,0.08552441],"study_design_scores_gemma":[0.00076982944,0.000016540285,0.8036115,0.001384445,0.0000018274877,0.0000020946416,0.174751,0.0024040947,0.0029972857,0.012878505,0.000786176,0.00039668838],"about_ca_topic_score_codex":0.001967041,"about_ca_topic_score_gemma":0.0046562585,"teacher_disagreement_score":0.20369491,"about_ca_system_score_codex":0.00015920235,"about_ca_system_score_gemma":0.00009045062,"threshold_uncertainty_score":0.73903155},"labels":[],"label_agreement":null},{"id":"W4390042454","doi":"10.1093/geroni/igad104.1152","title":"RISE: A COMMUNITY-BASED ELDER ABUSE AND SELF-NEGLECT RESPONSE INTERVENTION ADDRESSING A CRITICAL SYSTEMS GAP","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Criminal justice; Intervention (counseling); Psychological intervention; Context (archaeology); Presentation (obstetrics); Psychology; Economic Justice; Prison; Restorative justice; Criminology; Medicine; Political science; Psychiatry","score_opus":0.09779614977127629,"score_gpt":0.40700602029367017,"score_spread":0.3092098705223939,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390042454","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99565876,0.00018305624,0.0013614169,0.0011805347,0.0002562866,0.00019660029,0.0000018895643,0.00033647462,0.00082501105],"genre_scores_gemma":[0.99929124,0.000040021147,0.00019421236,0.00025276103,0.00006201805,0.000049810787,0.000009095672,0.000013600429,0.00008722092],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99704397,0.0019100767,0.00038270993,0.0001488501,0.0002369993,0.00027737513],"domain_scores_gemma":[0.9983836,0.0011569657,0.00008634505,0.00014811523,0.0001913237,0.00003368129],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0042969026,0.00008759307,0.00012573633,0.0008222058,0.00068408524,0.0002043761,0.0001284292,0.00009117126,0.00001703291],"category_scores_gemma":[0.0010927069,0.0000990806,0.000023330362,0.003073304,0.00012589771,0.00030443192,0.00003085683,0.00035117753,0.000014762078],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008680842,0.0012254297,0.11830552,0.0017445053,0.00010743377,0.00022915998,0.77992505,0.0003719811,0.020897875,0.050102822,0.0056755906,0.020546583],"study_design_scores_gemma":[0.018824378,0.001681116,0.28007275,0.056918707,0.00029397497,0.000062198276,0.35401306,0.06198231,0.015553488,0.05105487,0.1545862,0.004956956],"about_ca_topic_score_codex":0.0018651412,"about_ca_topic_score_gemma":0.00059252046,"teacher_disagreement_score":0.42591196,"about_ca_system_score_codex":0.0001146564,"about_ca_system_score_gemma":0.000095061434,"threshold_uncertainty_score":0.52615},"labels":[],"label_agreement":null},{"id":"W4390042462","doi":"10.1093/geroni/igad104.0534","title":"PSYCHOLOGICAL WELL-BEING AND PHYSICAL HEALTH IN THE CONTEXT OF OUR RAPIDLY AGING WORLD","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Resilience and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Psychosocial; Multidisciplinary approach; Psychological resilience; Psychological intervention; Context (archaeology); Psychology; Dual (grammatical number); Population ageing; Successful aging; Population; Gerontology; Applied psychology; Medicine; Social psychology; Sociology; Psychotherapist; Environmental health; Social science; Psychiatry","score_opus":0.05638973215055428,"score_gpt":0.44714134730062133,"score_spread":0.39075161515006707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390042462","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9769513,0.000053083528,0.00004618871,0.015486429,0.00025768398,0.0002396249,8.849523e-7,0.000027714124,0.006937087],"genre_scores_gemma":[0.99379593,0.000021875865,0.00003536682,0.005792269,0.000089401576,0.000028998968,0.000009067519,0.0000066545226,0.00022043187],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99872506,0.00019041519,0.0004485027,0.00022348967,0.00012803858,0.0002845199],"domain_scores_gemma":[0.9995333,0.00013214348,0.0001438212,0.00015255797,0.000020512987,0.000017669148],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014312887,0.00007704549,0.00017202772,0.00058491534,0.00005899753,0.00001363443,0.000119885415,0.0000266025,0.000009547828],"category_scores_gemma":[0.000023984026,0.000060105438,0.000014218149,0.0029734909,0.000039175204,0.000077652854,0.00002588234,0.0002725697,0.00002874309],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060606206,0.00033212683,0.30017897,0.000101203346,0.000007455973,0.00003284572,0.0918692,0.000024238469,0.0011053754,0.19463295,0.0059218477,0.4057332],"study_design_scores_gemma":[0.0013641568,0.00013735052,0.91674,0.0002444131,0.0000014439132,0.000015991078,0.0697338,0.00037044205,0.00017387848,0.008503379,0.00258211,0.00013305535],"about_ca_topic_score_codex":0.00029542932,"about_ca_topic_score_gemma":0.00011035542,"teacher_disagreement_score":0.616561,"about_ca_system_score_codex":0.000039649094,"about_ca_system_score_gemma":0.000016714668,"threshold_uncertainty_score":0.24510287},"labels":[],"label_agreement":null},{"id":"W4390042482","doi":"10.1093/geroni/igad104.1151","title":"THE EFFECT OF INCOME SECURITY IN OLD AGE ON HEALTH OUTCOMES: A COMPARISON BETWEEN CHINA AND THE US","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Global Health Care Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Welfare state; Social security; Demographic economics; Subsidy; Unemployment; Welfare; Context (archaeology); Socioeconomic status; Health and Retirement Study; Social determinants of health; Economics; China; Public health; Earnings; Health care; Economic growth; Politics; Political science; Environmental health; Gerontology; Medicine; Finance; Population; Geography","score_opus":0.04917408214146731,"score_gpt":0.4793664665238659,"score_spread":0.4301923843823986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390042482","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9750702,0.000114830014,0.0000065929835,0.022074707,0.00043513798,0.0015216842,0.00001245922,0.00007003213,0.0006943842],"genre_scores_gemma":[0.9985572,0.000040386374,0.000010294624,0.0011059865,0.00006116229,0.00013552819,0.000024400188,0.000013193548,0.000051821396],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99592155,0.0017900268,0.0013208091,0.00019313525,0.00031182822,0.0004626705],"domain_scores_gemma":[0.9942478,0.0048314813,0.0005333407,0.00029527032,0.00006002313,0.000032101052],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009706534,0.00013378197,0.0005284062,0.00041323618,0.00049004814,0.000012080404,0.00018982362,0.00009433927,0.0000027911437],"category_scores_gemma":[0.0013077261,0.00007714076,0.00002150912,0.002638009,0.0001078901,0.000056925783,0.00014908204,0.00094870554,0.000028104936],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000069606205,0.000005709627,0.9743508,0.00042624134,0.000005450776,0.0000016201607,0.012322668,0.000029470728,9.126655e-7,0.009999386,0.00086673227,0.0019213771],"study_design_scores_gemma":[0.0022272617,0.00009315305,0.98983157,0.0008307745,0.0000019618883,1.01970656e-7,0.0012470068,0.00040820407,0.000007775505,0.003915608,0.0013778347,0.000058759277],"about_ca_topic_score_codex":0.0076447194,"about_ca_topic_score_gemma":0.0029527026,"teacher_disagreement_score":0.023487054,"about_ca_system_score_codex":0.00029084014,"about_ca_system_score_gemma":0.00008605939,"threshold_uncertainty_score":0.9989635},"labels":[],"label_agreement":null},{"id":"W4390042528","doi":"10.1093/geroni/igad104.0620","title":"LONELINESS AMONG OLDER FAMILY CAREGIVERS: A STUDY OF CAREGIVING INTENSITY, TYPE AND LOCATION BASED ON THE CLSA","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University; MacEwan University","funders":"","keywords":"Loneliness; Family caregivers; Psychology; Gerontology; Depression (economics); Caregiver burden; Social support; Health and Retirement Study; Clinical psychology; Medicine; Dementia; Psychiatry; Social psychology","score_opus":0.031936923124453453,"score_gpt":0.30613212758512204,"score_spread":0.2741952044606686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390042528","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9964664,0.0000067220813,0.000772894,0.0010020965,0.00040910192,0.00026576596,0.000001055638,0.000034613797,0.0010413454],"genre_scores_gemma":[0.9994897,0.000004727679,0.000015051738,0.00027436207,0.00007514229,0.00001756586,0.000012667624,0.0000080140435,0.00010271777],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989985,0.00011449116,0.00025473972,0.00016483231,0.0003381785,0.00012921586],"domain_scores_gemma":[0.998259,0.00019118321,0.000120756,0.00011979025,0.0012978746,0.000011359416],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012185326,0.000069914866,0.00009540308,0.0004006447,0.00025294226,0.00006449663,0.000117182644,0.000041942185,0.00000508004],"category_scores_gemma":[0.00063049357,0.00006193075,0.000008596199,0.0041211667,0.000081198836,0.000119616016,0.000044282504,0.00011786888,0.0000018541579],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022017291,0.000111602436,0.7885785,0.00004456291,0.000022702661,0.000008952768,0.11939545,0.032561183,0.00132154,0.05448092,0.0012829078,0.0021696496],"study_design_scores_gemma":[0.00032286,0.000046744695,0.67275584,0.0002697023,0.0000063381417,1.1788434e-7,0.23349951,0.09244981,0.00003386738,0.0003805101,0.00010268302,0.00013202855],"about_ca_topic_score_codex":0.0031900194,"about_ca_topic_score_gemma":0.0036785565,"teacher_disagreement_score":0.11582268,"about_ca_system_score_codex":0.00009099492,"about_ca_system_score_gemma":0.000117850046,"threshold_uncertainty_score":0.4822376},"labels":[],"label_agreement":null},{"id":"W4390042537","doi":"10.1093/geroni/igad104.1686","title":"ADAPTING COGNITIVE REMEDIATION GROUP THERAPY AS A HYBRID INTERVENTION FOR PEOPLE WITH HIV AND COGNITIVE CONCERNS","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Family Caregiving in Mental Illness","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University Health Network; McMaster University; University of Toronto; University of Regina","funders":"","keywords":"Neurocognitive; Focus group; Population; Cognition; Psychosocial; Intervention (counseling); Mental health; Psychology; Clinical psychology; Quality of life (healthcare); Medicine; Gerontology; Psychiatry; Psychotherapist","score_opus":0.042356134036359336,"score_gpt":0.35164605927127507,"score_spread":0.3092899252349157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390042537","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9733405,0.000065988796,0.023792407,0.00026879893,0.0004580004,0.0007883645,0.000035326804,0.00013392293,0.0011166964],"genre_scores_gemma":[0.99777174,0.000007428892,0.000121819416,0.00039463813,0.00012082325,0.00067265786,0.0006191325,0.00003429733,0.00025747824],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988453,0.000099124154,0.00034462116,0.0003317108,0.00015547693,0.00022381548],"domain_scores_gemma":[0.99880975,0.0005923134,0.00024373384,0.00007089435,0.00026736993,0.000015943828],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007886075,0.000126711,0.00015154897,0.00046756893,0.00010585793,0.000051636373,0.00005356671,0.000045736186,0.00004518223],"category_scores_gemma":[0.00027578205,0.0001307466,0.000020034191,0.0012202635,0.000059815582,0.00022067822,0.000029373434,0.00014182953,0.00002750489],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017133015,0.00030516155,0.5856383,0.00021155326,0.00030921973,0.00005873917,0.073272355,0.000030028908,0.0038982304,0.01999078,0.0013063014,0.31326607],"study_design_scores_gemma":[0.016307374,0.0008597517,0.8210958,0.0022728972,0.000046662175,0.000042834894,0.14716989,0.0027805306,0.0047933436,0.0036762464,0.00033905858,0.00061557983],"about_ca_topic_score_codex":0.00018829228,"about_ca_topic_score_gemma":0.00008900435,"teacher_disagreement_score":0.3126505,"about_ca_system_score_codex":0.000060803064,"about_ca_system_score_gemma":0.000015372283,"threshold_uncertainty_score":0.53316915},"labels":[],"label_agreement":null},{"id":"W4390042571","doi":"10.1093/geroni/igad104.1044","title":"EVALUATION OF THE DEMENTIA FRIENDLINESS OF AIR TRAVEL—A CANADIAN PILOT STUDY","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Wildlife-Road Interactions and Conservation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Stakeholder; Dementia; Presentation (obstetrics); Identification (biology); Public relations; Psychology; Focus group; Business; Political science; Medicine; Marketing","score_opus":0.059536636176721114,"score_gpt":0.3067382790012506,"score_spread":0.2472016428245295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390042571","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99588317,0.0000016267794,0.00007456267,0.00081704406,0.00019716275,0.00030275836,0.0000029100163,0.000006677307,0.0027140689],"genre_scores_gemma":[0.9997568,2.7824794e-7,0.000028371927,0.00010777199,0.000009785676,0.000036276666,0.000007225074,0.000004227159,0.000049229766],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989256,0.00009324262,0.00035804245,0.000104856736,0.0004279687,0.00009024875],"domain_scores_gemma":[0.9995429,0.000021265547,0.00015389685,0.00015242671,0.00012047962,0.000009023733],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017683931,0.000044986034,0.000056587298,0.00022873866,0.0000653231,0.0000054280345,0.00011480366,0.000011289477,0.0003128941],"category_scores_gemma":[0.00015836168,0.000039156148,0.00000862463,0.0028456924,0.000030137777,0.00015557888,0.00003530652,0.000056667835,0.000016115102],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000025884176,0.00008092331,0.9719804,0.000002829162,0.000010625478,1.68743e-7,0.0010831482,0.012097338,0.008483324,0.00035467208,0.0003869091,0.005517089],"study_design_scores_gemma":[0.00024268353,0.00003211226,0.9839295,0.00001777279,0.00001570462,2.3764849e-7,0.001468093,0.012048209,0.0016224299,0.00042511077,0.00015988013,0.000038232018],"about_ca_topic_score_codex":0.09557782,"about_ca_topic_score_gemma":0.12810269,"teacher_disagreement_score":0.032524876,"about_ca_system_score_codex":0.00016576407,"about_ca_system_score_gemma":0.00007702196,"threshold_uncertainty_score":0.9104448},"labels":[],"label_agreement":null},{"id":"W4390042623","doi":"10.1093/geroni/igad104.0354","title":"ASSOCIATION BETWEEN COUNTY TEMPERATURE AND VISION IMPAIRMENT IN A NATIONALLY REPRESENTATIVE SAMPLE OF OLDER ADULTS","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; University of Toronto","funders":"","keywords":"Microdata (statistics); Odds; Demography; Visual impairment; Gerontology; Educational attainment; Odds ratio; Census; American Community Survey; Logistic regression; Cross-sectional study; Public health; Population; Medicine; Psychology; Psychiatry","score_opus":0.02993212506239837,"score_gpt":0.3550899553563788,"score_spread":0.3251578302939804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390042623","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9958283,0.000011644646,0.000011644775,0.003677893,0.000038487964,0.0002336388,0.000044714092,0.000014839168,0.00013886047],"genre_scores_gemma":[0.9991696,0.000051162897,0.00012316134,0.00039122612,0.000024392244,0.000017889164,0.00016096607,0.000004828163,0.00005677014],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990461,0.000037667895,0.00033494088,0.00015285006,0.00027813343,0.00015033112],"domain_scores_gemma":[0.9994732,0.00025056207,0.00017100909,0.000054507018,0.00003406309,0.000016646361],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009590154,0.00005362774,0.00009322239,0.00023944768,0.000038598173,0.000013806314,0.00003613563,0.00005296515,0.00010646917],"category_scores_gemma":[0.00030377362,0.000054258206,0.000005847204,0.0017660315,0.000015280844,0.00025980145,0.000057311925,0.000099723155,0.000007790239],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008522008,0.000020449193,0.98737353,0.000030894364,0.0000017127962,9.381996e-7,0.0065206382,0.00011084848,0.0011612332,0.00003124678,0.0035080248,0.0012319569],"study_design_scores_gemma":[0.0005552331,0.000021534015,0.9967182,0.00017660149,0.0000010946289,1.4960143e-7,0.0007293232,0.00052938383,0.0004415307,0.0006343465,0.00014245731,0.000050096816],"about_ca_topic_score_codex":0.0008031286,"about_ca_topic_score_gemma":0.00033052583,"teacher_disagreement_score":0.009344714,"about_ca_system_score_codex":0.00035254797,"about_ca_system_score_gemma":0.000010106945,"threshold_uncertainty_score":0.22125854},"labels":[],"label_agreement":null},{"id":"W4390042640","doi":"10.1093/geroni/igad104.0346","title":"FAMILIES AND DEMENTIA: ESTIMATES AND EXPOSURES","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dementia; Panel Study of Income Dynamics; Gerontology; Socioeconomic status; Quarter (Canadian coin); Ethnic group; Health and Retirement Study; Demography; Psychology; Medicine; Geography; Demographic economics; Population; Disease; Sociology; Economics","score_opus":0.04274759322005012,"score_gpt":0.36648686562881877,"score_spread":0.32373927240876865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390042640","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98868275,0.00019794388,0.00006133676,0.00820611,0.00012692403,0.00005864792,7.045953e-7,0.00005896412,0.0026066268],"genre_scores_gemma":[0.9982993,0.00033779882,0.0003302824,0.00087285804,0.000037725018,0.00000829814,0.000002541116,0.0000025110937,0.00010867345],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99954313,0.000018864917,0.00014052867,0.00007078339,0.000082467515,0.00014420818],"domain_scores_gemma":[0.99977434,0.000132337,0.000026372214,0.000024366407,0.000027879221,0.000014715643],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061486894,0.000029391815,0.000050395003,0.00018108635,0.00021651754,0.000060079572,0.000024336694,0.000022133288,0.000010683334],"category_scores_gemma":[0.0002735139,0.000029888279,0.0000024621,0.000689604,0.00006285763,0.00013081987,0.000022965382,0.00003682782,0.0000023541058],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[3.1520713e-7,0.0000011575095,0.885687,0.000031520078,0.000001688085,0.0000010213673,0.0072318423,0.0000035320725,0.000013862258,0.09631788,0.0004518687,0.01025834],"study_design_scores_gemma":[0.000096000185,0.000001968309,0.96434855,0.000038579266,0.0000011818595,1.3909217e-7,0.014680568,0.00017445441,0.000027723783,0.0082654115,0.012320913,0.000044494325],"about_ca_topic_score_codex":0.002451087,"about_ca_topic_score_gemma":0.001007512,"teacher_disagreement_score":0.08805247,"about_ca_system_score_codex":0.0000115117455,"about_ca_system_score_gemma":0.000027231834,"threshold_uncertainty_score":0.3705327},"labels":[],"label_agreement":null},{"id":"W4390042671","doi":"10.1093/geroni/igad104.0789","title":"DIGITAL NARRATIVE GERONTOLOGY AS BRIDGES BETWEEN GENERATIONS TO IMPROVE WELL-BEING, LEARNING, AND SHARED EXPERIENCES","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Narrative; Pride; Solidarity; Loneliness; Psychology; Feeling; Perception; Social psychology; Sociology; Political science; Politics","score_opus":0.02571887054691374,"score_gpt":0.3413461926844827,"score_spread":0.31562732213756894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390042671","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97989184,0.000011798338,0.00048891694,0.010046375,0.00020624904,0.00024780582,0.0000025074476,0.000395074,0.008709433],"genre_scores_gemma":[0.9959304,0.000006671876,0.00020492391,0.00017275248,0.00014228068,0.0001396104,0.000031152926,0.000009675865,0.0033625492],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99880385,0.00006531235,0.0003117902,0.00032365374,0.00018886043,0.0003065014],"domain_scores_gemma":[0.99949753,0.00013095138,0.00010630895,0.000082780454,0.00014387941,0.000038530776],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043755438,0.000096188836,0.00013537529,0.00063117384,0.00053426565,0.0001971077,0.00016071914,0.00011454443,0.000056723264],"category_scores_gemma":[0.0012723814,0.00010909249,0.000010949245,0.0021795912,0.00022309975,0.00052895537,0.00009980547,0.00019002153,0.00006652002],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000026538783,0.0000088618735,0.3931816,0.0000042132833,0.0000106902835,0.000007904332,0.5546611,0.000022919477,0.0007998313,0.021058708,0.0010661274,0.029175414],"study_design_scores_gemma":[0.00059770007,0.00014768781,0.1422838,0.00008163441,0.000005436252,0.0000027252934,0.7570534,0.00030842808,0.004076244,0.007937642,0.08698755,0.0005177531],"about_ca_topic_score_codex":0.0005283998,"about_ca_topic_score_gemma":0.00093026424,"teacher_disagreement_score":0.2508978,"about_ca_system_score_codex":0.00008251508,"about_ca_system_score_gemma":0.0000883641,"threshold_uncertainty_score":0.4448663},"labels":[],"label_agreement":null},{"id":"W4390042677","doi":"10.1093/geroni/igad104.0444","title":"EARLY-LIFE WAR EXPOSURE AND LATER-LIFE FRAILTY AMONG OLDER ADULTS IN VIETNAM: DOES WAR HASTEN AGING?","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Saint Vincent University","funders":"","keywords":"Vietnam War; Gerontology; Healthy aging; Demography; Psychology; Medicine; History","score_opus":0.018767586436630422,"score_gpt":0.2786470761831414,"score_spread":0.259879489746511,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390042677","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98950976,0.0001501107,0.00009057089,0.00846038,0.0004357538,0.000686161,0.000011117975,0.00030307,0.00035305382],"genre_scores_gemma":[0.9967537,0.000059068858,0.00034210752,0.0016537914,0.00023567051,0.00010344768,0.0001111798,0.00006351199,0.0006775164],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972784,0.000072959076,0.001039524,0.00058834505,0.00047850708,0.00054230075],"domain_scores_gemma":[0.99885464,0.00013806908,0.00022214143,0.00040643013,0.00024871726,0.0001300103],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00078163785,0.0002887346,0.00044582438,0.0013466822,0.00008804815,0.000044911292,0.00014855109,0.00020619459,0.00008369557],"category_scores_gemma":[0.00092558,0.00025403695,0.00003773165,0.0032160897,0.00011736685,0.0004664006,0.00014524875,0.0006114441,0.000060255974],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048448826,0.00006813893,0.97146493,0.00036889722,0.000030474248,0.00012680802,0.01733332,0.000058854224,0.0012335512,0.00005296142,0.0015219513,0.007691636],"study_design_scores_gemma":[0.004596885,0.00005669889,0.98507535,0.0021581997,0.0000122966585,0.000008609881,0.0041400283,0.002380306,0.00073703873,0.00018338964,0.00035869592,0.00029249114],"about_ca_topic_score_codex":0.0004911045,"about_ca_topic_score_gemma":0.0002531782,"teacher_disagreement_score":0.013610402,"about_ca_system_score_codex":0.00011005836,"about_ca_system_score_gemma":0.00009591665,"threshold_uncertainty_score":0.9999912},"labels":[],"label_agreement":null},{"id":"W4390064804","doi":"10.1093/geroni/igad104.0282","title":"IMPLEMENTATION MODELS FOR FOLLOWING UP AFTER A DEMENTIA-RELATED MISSING INCIDENT","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Dementia; Presentation (obstetrics); Resource (disambiguation); Scope (computer science); Service provider; Population; Service (business); Assisted living; Psychology; Medicine; Gerontology; Public relations; Business; Computer science; Political science; Marketing; Disease; Environmental health","score_opus":0.04596656258706961,"score_gpt":0.4006256757741184,"score_spread":0.3546591131870488,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390064804","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9705942,0.000045685396,0.025297517,0.001986959,0.00023509572,0.0008534261,0.000002685635,0.0000986856,0.0008857166],"genre_scores_gemma":[0.99755347,0.000006191459,0.0007358262,0.00049399276,0.00004049748,0.00042857058,0.00026280546,0.000022262595,0.0004563725],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99852186,0.000030269046,0.000533616,0.00022843761,0.00035075654,0.00033508422],"domain_scores_gemma":[0.9995244,0.000051790947,0.00008692372,0.00009508514,0.00021101843,0.000030756593],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011554605,0.00009688427,0.00013257441,0.0009904909,0.0000889429,0.000059157494,0.00004191097,0.000039120267,0.00013653387],"category_scores_gemma":[0.000076548065,0.00010111185,0.000056642795,0.00201841,0.000012492742,0.0003203497,0.000047677346,0.00010852411,0.000021183798],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013222986,0.00006527956,0.83272964,0.00017754406,0.00020710722,0.00007348278,0.0027116947,0.00008431241,0.025120728,0.0017183219,0.00087160064,0.13610807],"study_design_scores_gemma":[0.007863792,0.00014324662,0.91741276,0.00050094235,0.0001275832,0.0000074646996,0.00415211,0.03625754,0.015747776,0.016603334,0.0009226069,0.00026083464],"about_ca_topic_score_codex":0.000039885483,"about_ca_topic_score_gemma":0.00001510148,"teacher_disagreement_score":0.13584724,"about_ca_system_score_codex":0.00012055655,"about_ca_system_score_gemma":0.00009239923,"threshold_uncertainty_score":0.41232213},"labels":[],"label_agreement":null},{"id":"W4390064867","doi":"10.1093/geroni/igad104.1153","title":"RISE: A CONCEPTUAL MODEL OF INTEGRATED AND RESTORATIVE ELDER ABUSE AND SELF-NEGLECT INTERVENTION","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Intervention (counseling); Psychology; Restorative justice; Economic Justice; Neglect; Conceptual framework; Dyad; Public relations; Social psychology; Criminology; Political science; Sociology; Psychiatry","score_opus":0.044544783054142535,"score_gpt":0.3408211649323494,"score_spread":0.2962763818782068,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390064867","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99720454,0.00014034366,0.0013295575,0.00019519562,0.000048401853,0.00013011937,0.000002587201,0.00008140242,0.0008678697],"genre_scores_gemma":[0.99896896,0.00040850491,0.00037506362,0.000048122198,0.000016039798,0.000013417279,0.0000068325844,0.0000054528,0.00015762763],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99926263,0.00010981317,0.00025877732,0.00013212125,0.000116834686,0.000119807424],"domain_scores_gemma":[0.9996031,0.000070067814,0.00010397742,0.000048163776,0.00015984988,0.0000148730605],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005433682,0.000057386234,0.00009553862,0.000389754,0.00009792241,0.000023994015,0.000047402737,0.000053683707,0.000011675696],"category_scores_gemma":[0.00014454442,0.00005899776,0.000009948554,0.0019216089,0.00015320374,0.00025962805,0.000019100502,0.00010470403,0.0000014792079],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004644686,0.00011499963,0.070904434,0.00006340528,0.00004896515,0.000005976983,0.819441,0.00020746667,0.011046292,0.07567828,0.0009727938,0.021469938],"study_design_scores_gemma":[0.010300817,0.000825135,0.100324646,0.0062576015,0.00013031179,0.0000063096836,0.4813399,0.19013667,0.04095024,0.1559002,0.011797863,0.0020302993],"about_ca_topic_score_codex":0.00078079914,"about_ca_topic_score_gemma":0.00094970124,"teacher_disagreement_score":0.3381011,"about_ca_system_score_codex":0.000041437375,"about_ca_system_score_gemma":0.000059279784,"threshold_uncertainty_score":0.2405859},"labels":[],"label_agreement":null},{"id":"W4390064883","doi":"10.1093/geroni/igad104.0453","title":"DEVELOPING A SCALE TO MEASURE NEGLECT SEVERITY: THE HEALTH-RELATED SEVERITY IN ELDER NEGLECT SCALE","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Neglect; Scale (ratio); Construct (python library); Intervention (counseling); Psychology; Medicine; Clinical psychology; Construct validity; Face validity; Psychiatry; Gerontology; Psychometrics","score_opus":0.05054862295866456,"score_gpt":0.3399562339867485,"score_spread":0.28940761102808393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390064883","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9539815,0.00014574079,0.0007517048,0.039963607,0.0003961917,0.0006505742,0.0000016005878,0.0002610719,0.0038480025],"genre_scores_gemma":[0.99460465,0.00013643492,0.00050888193,0.0042057303,0.00009147592,0.00008653421,0.000009920902,0.000021256039,0.0003350979],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9973393,0.0005013518,0.00067995745,0.00035698,0.0004631398,0.000659273],"domain_scores_gemma":[0.9992336,0.00018120803,0.00014168854,0.0002044396,0.00018513764,0.00005394109],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026686285,0.00014670202,0.0002388805,0.00082564744,0.00064051326,0.000101594705,0.00032404735,0.00012542972,0.000046749574],"category_scores_gemma":[0.0004340804,0.0001406193,0.000033061926,0.015769424,0.00008050622,0.00030579866,0.00009227815,0.00044538957,0.000082312574],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007303771,0.00009780085,0.30632728,0.00008981902,0.00003813474,0.000034160967,0.43287644,0.00028677532,0.0018900476,0.0068292026,0.009486003,0.2419713],"study_design_scores_gemma":[0.001653452,0.00009410768,0.88667583,0.003310008,0.000010335781,0.000012047475,0.027697718,0.00093409367,0.0025639005,0.039060276,0.036828548,0.0011596733],"about_ca_topic_score_codex":0.009846761,"about_ca_topic_score_gemma":0.054024853,"teacher_disagreement_score":0.58034855,"about_ca_system_score_codex":0.00052258803,"about_ca_system_score_gemma":0.00068169547,"threshold_uncertainty_score":0.9967468},"labels":[],"label_agreement":null},{"id":"W4390064917","doi":"10.1093/geroni/igad104.1012","title":"LONGITUDINAL CHANGES IN DAILY STRESS REACTIVITY AND FUNCTIONAL HEALTH ACROSS 20 YEARS OF ADULTHOOD","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Longitudinal study; Reactivity (psychology); Affect (linguistics); Activities of daily living; Association (psychology); Psychology; Multilevel model; Stress (linguistics); Longitudinal data; Gerontology; Medicine; Demography; Psychiatry","score_opus":0.0784028971772712,"score_gpt":0.3957851199892811,"score_spread":0.3173822228120099,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390064917","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98278934,0.000044667406,0.000028662704,0.016585443,0.00022691391,0.00010199671,0.000020798703,0.00002363343,0.0001785197],"genre_scores_gemma":[0.99909884,0.00012646637,0.000037941547,0.000537666,0.000081314785,0.000011410151,0.000018200604,0.0000035477958,0.00008464458],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991121,0.00007345029,0.00023660832,0.00012087656,0.00019430641,0.00026262007],"domain_scores_gemma":[0.9996054,0.00015720075,0.00010681646,0.00004786295,0.000057694466,0.000025006104],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017083943,0.00003824471,0.00011184892,0.00022601134,0.00011971957,0.000021734262,0.0000381218,0.000037169582,0.000012160293],"category_scores_gemma":[0.00026597173,0.000045687044,0.000005976503,0.0016368913,0.000060857794,0.00014676616,0.000029846535,0.00010835164,0.0000015647083],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000577622,0.000014391049,0.94859016,0.00007892591,0.0000013390579,0.0000018585536,0.015353828,0.000019486757,0.000014107235,0.007927583,0.00021666731,0.027775897],"study_design_scores_gemma":[0.00020028847,0.000006367771,0.9839425,0.000107048436,2.0842607e-7,1.428093e-7,0.013359742,0.000038667626,0.000020657464,0.00043207884,0.001853549,0.00003876223],"about_ca_topic_score_codex":0.013267558,"about_ca_topic_score_gemma":0.06522829,"teacher_disagreement_score":0.05196073,"about_ca_system_score_codex":0.0001009838,"about_ca_system_score_gemma":0.00015608437,"threshold_uncertainty_score":0.9933032},"labels":[],"label_agreement":null},{"id":"W4390065024","doi":"10.1093/geroni/igad104.0202","title":"AMBIVALENT AGEISM IN THE WORKPLACE AND ITS IMPACT: EXPLORING PERCEPTIONS OF OLDER WORKERS","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Sherbrooke; University of Ottawa","funders":"","keywords":"Disengagement theory; Employability; Ambivalence; Psychology; Perception; Social psychology; Age discrimination; Gerontology; Political science; Medicine","score_opus":0.25973660277948785,"score_gpt":0.45278248017365735,"score_spread":0.1930458773941695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390065024","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99383605,0.000022070384,0.000032225234,0.0035863288,0.00012322835,0.0002477196,8.5417014e-7,0.000025746462,0.0021257622],"genre_scores_gemma":[0.9995179,0.000099798475,0.000016442538,0.00007105632,0.000049768,0.00006838413,0.00000347859,0.000004214282,0.00016896249],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99903435,0.00012285546,0.0002723337,0.000122004356,0.00025841425,0.000190051],"domain_scores_gemma":[0.99966884,0.00012055498,0.000060873754,0.00008690997,0.000049067425,0.000013772344],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020227851,0.00005365303,0.000073589574,0.00026386173,0.00014031958,0.000042665644,0.000103853126,0.000026648655,0.000052304706],"category_scores_gemma":[0.00017998325,0.0000449765,0.00001656803,0.0025938528,0.00007210357,0.00022590822,0.000030434401,0.00010068247,0.000006630839],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000024573899,0.000028774015,0.8713126,0.000024281568,0.0000023636053,8.6763845e-7,0.1191751,0.00027093443,0.00025152657,0.00463855,0.0002731112,0.0040194266],"study_design_scores_gemma":[0.00014113235,0.0000053971,0.9029432,0.00011579541,0.0000015751344,7.442106e-8,0.09530681,0.00010741924,0.000026744814,0.0011490429,0.00015177425,0.00005102578],"about_ca_topic_score_codex":0.0012504626,"about_ca_topic_score_gemma":0.0005543678,"teacher_disagreement_score":0.0316306,"about_ca_system_score_codex":0.00012509497,"about_ca_system_score_gemma":0.00003508466,"threshold_uncertainty_score":0.18903337},"labels":[],"label_agreement":null},{"id":"W4390065070","doi":"10.1093/geroni/igad104.0166","title":"CASE SCENARIOS OF CANADIAN MEDIC-ALERT SUBSCRIBERS WITH DEMENTIA WHO GO MISSING","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta; University of Waterloo","funders":"","keywords":"Dementia; Missing data; Hotline; Medicine; Psychology; Engineering; Disease; Computer science","score_opus":0.04186543976518568,"score_gpt":0.31913401214587267,"score_spread":0.277268572380687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390065070","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9834772,0.000028132084,0.00030066227,0.004507127,0.00005781167,0.00029285846,0.000004146024,0.00003464859,0.011297411],"genre_scores_gemma":[0.9983168,0.000011505528,0.00034903147,0.0005728513,0.000033411634,0.000019490079,0.00007072392,0.000015427007,0.0006107067],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99877155,0.000030183975,0.00033954668,0.00017317482,0.00034754322,0.00033803008],"domain_scores_gemma":[0.99933034,0.00003714963,0.00007227766,0.000124711,0.00034206524,0.00009345211],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007616538,0.00008605514,0.00014669685,0.002866054,0.00008335995,0.000022968818,0.000047379814,0.000036510868,0.00026317834],"category_scores_gemma":[0.00012999443,0.00007820202,0.000014793213,0.0058776625,0.00006824481,0.0001122849,0.000020669138,0.0001685343,0.000018221997],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000449575,0.000041332638,0.9542734,0.00022257165,0.00011075671,0.0055194255,0.0018517228,0.000019107794,0.005301841,0.0005242119,0.0032949669,0.02879573],"study_design_scores_gemma":[0.005517336,0.00032928586,0.9454239,0.0021729625,0.0001333318,0.0013823347,0.007633422,0.005071477,0.019228013,0.00022762627,0.012509913,0.00037042293],"about_ca_topic_score_codex":0.020684395,"about_ca_topic_score_gemma":0.016179586,"teacher_disagreement_score":0.028425308,"about_ca_system_score_codex":0.00009787647,"about_ca_system_score_gemma":0.0004315285,"threshold_uncertainty_score":0.9858369},"labels":[],"label_agreement":null},{"id":"W4390065194","doi":"10.1093/geroni/igad104.0203","title":"EXAMINING COVID-19 VACCINE–RELATED AGEISM IN TWITTER DATA","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; University of Toronto; University of Saskatchewan; Thompson Rivers University","funders":"","keywords":"Misinformation; Thematic analysis; Social media; Blame; Coronavirus disease 2019 (COVID-19); Pandemic; Psychology; Medicine; Social psychology; Political science; Sociology; Qualitative research; Social science; Infectious disease (medical specialty)","score_opus":0.16330746795940507,"score_gpt":0.39641805283465814,"score_spread":0.23311058487525307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390065194","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97437453,0.000039005332,0.0005296939,0.01670519,0.00033737937,0.00016619296,0.0000022949805,0.00018345304,0.007662257],"genre_scores_gemma":[0.9955271,0.000037575835,0.00011546934,0.0027032623,0.00013135633,0.000011217513,0.000121301215,0.000010797949,0.0013419488],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986191,0.00012165385,0.00046751526,0.0002895116,0.00021304617,0.00028921576],"domain_scores_gemma":[0.99929875,0.00022405769,0.00011117548,0.00028222267,0.000050579714,0.000033219458],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027354758,0.000074432166,0.0001173923,0.0009122747,0.00017487339,0.00007593174,0.00035950704,0.00007788859,0.0002784222],"category_scores_gemma":[0.0016369752,0.00008536508,0.0000070000024,0.0061995657,0.0000067210617,0.0005519377,0.00014840161,0.00021079664,0.000110307985],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000044548024,0.000016345075,0.9220739,0.000019976034,0.000005122168,0.00012883221,0.038359176,0.00030455337,0.0002835964,0.009602901,0.022492219,0.0067088963],"study_design_scores_gemma":[0.0015574363,0.000010189198,0.8484779,0.00013519739,0.0000042275888,0.0000018266569,0.020578844,0.0028838583,0.000025064825,0.016870795,0.10912975,0.00032494127],"about_ca_topic_score_codex":0.001644136,"about_ca_topic_score_gemma":0.0015408035,"teacher_disagreement_score":0.08663753,"about_ca_system_score_codex":0.00017076707,"about_ca_system_score_gemma":0.00021287367,"threshold_uncertainty_score":0.34810868},"labels":[],"label_agreement":null},{"id":"W4390065224","doi":"10.1093/geroni/igad104.0209","title":"VARIATION IN ASSISTED LIVING REGULATION: IMPLICATIONS FOR STATE AGENCY OVERSIGHT, PROVIDER KNOWLEDGE, AND PRACTICE","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cape Breton University","funders":"","keywords":"Agency (philosophy); Variation (astronomy); State (computer science); Business; Regulatory agency; Public economics; Public administration; Public relations; Accounting; Political science; Economics; Sociology; Computer science","score_opus":0.05798086221283175,"score_gpt":0.37747147219321947,"score_spread":0.3194906099803877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390065224","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9084452,0.0003584983,0.036575604,0.030203968,0.00068585767,0.0017006677,0.000011407716,0.00035281127,0.021666002],"genre_scores_gemma":[0.99617165,0.00012229577,0.0014582346,0.00011485754,0.00014802955,0.00015080642,0.00001653168,0.000008669036,0.0018089217],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9989486,0.00016606846,0.00037275974,0.00021059143,0.00011473477,0.00018725994],"domain_scores_gemma":[0.99790096,0.0013813656,0.00020912322,0.000083722494,0.00040926595,0.000015530839],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023147932,0.000069252055,0.000089895824,0.00055798615,0.0004567673,0.00009270497,0.0000575516,0.000043592543,0.000008666446],"category_scores_gemma":[0.003400532,0.00007989317,0.000011241474,0.0030605877,0.0000413816,0.00075627794,0.000028242244,0.000067870395,0.000004387709],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010082757,0.0000840522,0.074686885,0.00006397413,0.000017823317,7.4552094e-7,0.72337013,0.00015490799,0.0008942454,0.18028599,0.0036893452,0.016741825],"study_design_scores_gemma":[0.00016612305,0.0000055576447,0.96134174,0.000070793845,0.000005409475,4.005455e-7,0.0014843044,0.00081783556,0.0000043817445,0.020569107,0.01544148,0.00009284337],"about_ca_topic_score_codex":0.0018522594,"about_ca_topic_score_gemma":0.011717178,"teacher_disagreement_score":0.88665485,"about_ca_system_score_codex":0.00015226837,"about_ca_system_score_gemma":0.00016206858,"threshold_uncertainty_score":0.653846},"labels":[],"label_agreement":null},{"id":"W4390065236","doi":"10.1093/geroni/igad104.0201","title":"REACTIONS TO PERPETRATORS OF BENEVOLENT AGEISM: WHAT INFLUENCES PERCEPTIONS?","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Psychology of Moral and Emotional Judgment","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Psychology; Normative; Prejudice (legal term); Perception; Older people; Age discrimination; Social psychology; Developmental psychology; Gerontology; Medicine","score_opus":0.12457090219957032,"score_gpt":0.34990776198781437,"score_spread":0.22533685978824405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390065236","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9895631,0.0000046369883,0.00014300598,0.008910891,0.0005899632,0.00009747865,0.0000031663242,0.00006793628,0.00061981764],"genre_scores_gemma":[0.99732107,0.000052387575,0.00015729714,0.0021134163,0.00004632189,0.000026380783,0.0000054196757,0.000005022508,0.0002727124],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9990461,0.000036973484,0.00035213033,0.00021232253,0.00020670581,0.00014576946],"domain_scores_gemma":[0.99965835,0.00007028463,0.00007752485,0.000111586836,0.00006101131,0.000021236197],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003048271,0.00006280136,0.00007587406,0.00082064094,0.00008842352,0.00003257019,0.00011818864,0.000030440087,0.000082182516],"category_scores_gemma":[0.00019908532,0.00006309649,0.000017218334,0.0032912972,0.000053252093,0.00043276465,0.000037011392,0.00010172783,0.00019568265],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000935846,0.00008155706,0.026822032,0.000020301959,0.0000024331794,0.000008028595,0.0026735414,0.0049751494,0.93312895,0.017431026,0.001643169,0.013204429],"study_design_scores_gemma":[0.00028034535,0.00006024246,0.92422956,0.00032065265,0.0000022902275,0.000008937309,0.0043355464,0.00046584365,0.057136435,0.006741191,0.006234775,0.00018416239],"about_ca_topic_score_codex":0.00003001303,"about_ca_topic_score_gemma":0.0000054625407,"teacher_disagreement_score":0.89740753,"about_ca_system_score_codex":0.000041727984,"about_ca_system_score_gemma":0.000018504974,"threshold_uncertainty_score":0.25730002},"labels":[],"label_agreement":null},{"id":"W4390065267","doi":"10.1093/geroni/igad104.0208","title":"AGING IN THE RIGHT PLACE: TEMPORARY SUPPORTIVE HOUSING FOR OLDER MALE VETERANS IN CALGARY, CANADA","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Cape Breton University; University of Calgary","funders":"","keywords":"Gerontology; Photovoice; Supportive housing; Qualitative research; Medicine; Population; Aging in place; Exploratory research; Environmental health; Sociology","score_opus":0.05305566332488627,"score_gpt":0.3987650270260484,"score_spread":0.3457093637011621,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390065267","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9936274,0.000028636297,0.00022934019,0.0031431988,0.00047282467,0.0008006653,0.000013465311,0.000036401463,0.0016480465],"genre_scores_gemma":[0.998155,0.000006134182,0.00005153651,0.0008977478,0.00013432243,0.00033974234,0.00011899187,0.000021164655,0.00027536842],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99814826,0.0002784732,0.0007315271,0.0001979216,0.00019903498,0.00044480618],"domain_scores_gemma":[0.9989338,0.0006606951,0.00016984204,0.00012152783,0.00009900678,0.000015121521],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019239207,0.00010536008,0.00023975299,0.00049294025,0.00031981364,0.0000179181,0.00013541174,0.000089716996,0.000056354726],"category_scores_gemma":[0.00014612627,0.00009089003,0.000014015128,0.0026156828,0.00001919556,0.00016752601,0.000038621252,0.00046422158,0.000004651965],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010512945,0.000017237906,0.89767903,0.00020355672,0.000003456383,0.00009808533,0.09553708,0.000114572504,0.000051788145,0.0033818982,0.0008101965,0.0020925966],"study_design_scores_gemma":[0.0015952198,0.000008042524,0.7315204,0.00096987706,0.000002768383,2.8817502e-7,0.2543098,0.0027981095,0.000078221026,0.0012944515,0.00717964,0.00024314158],"about_ca_topic_score_codex":0.39451092,"about_ca_topic_score_gemma":0.8405879,"teacher_disagreement_score":0.446077,"about_ca_system_score_codex":0.00036878666,"about_ca_system_score_gemma":0.0006680237,"threshold_uncertainty_score":0.6095211},"labels":[],"label_agreement":null},{"id":"W4390065332","doi":"10.1093/geroni/igad104.0205","title":"AGING IN THE RIGHT PLACE: HOUSING AND SOCIAL SUPPORTS FOR OLDER ADULTS EXPERIENCING HOMELESSNESS","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Aging in place; Dignity; Photovoice; Thematic analysis; Supportive housing; Context (archaeology); Conceptualization; Feeling; Gerontology; Service provider; Housing First; Psychology; Government (linguistics); Redress; Sociology; Qualitative research; Political science; Service (business); Economic growth; Medicine; Social psychology; Business; Mental health; Geography","score_opus":0.040350149475625395,"score_gpt":0.4028650465111751,"score_spread":0.36251489703554973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390065332","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99666655,0.000041404448,0.00033575186,0.0013944649,0.00045066507,0.00074961805,0.000005507777,0.00009755052,0.00025850005],"genre_scores_gemma":[0.998586,0.000011537226,0.000049976286,0.00034592408,0.000367611,0.00050972984,0.00006097898,0.00002652162,0.000041735817],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9982109,0.00021064117,0.0006409653,0.00025089216,0.00020157655,0.0004850289],"domain_scores_gemma":[0.99901575,0.0005179445,0.0002066641,0.00009712916,0.00014951162,0.000012973484],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021601855,0.00012306802,0.00028951128,0.0005204762,0.00096113444,0.000044774104,0.000113860726,0.0001333218,0.000025774047],"category_scores_gemma":[0.00011280258,0.00010459886,0.000018860665,0.0020043969,0.000040522908,0.00024756696,0.000065914945,0.00035880937,0.0000045414145],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013752956,0.000016054502,0.15877718,0.00036619304,0.0000028384306,0.000014181129,0.8194937,0.000011615316,0.000060494986,0.009462443,0.00005789844,0.01172363],"study_design_scores_gemma":[0.0011792243,0.0000045529923,0.2133658,0.00051607005,0.0000025798947,1.2686166e-7,0.7816586,0.0007521442,0.00006861675,0.0011637952,0.001127943,0.00016059811],"about_ca_topic_score_codex":0.00038803346,"about_ca_topic_score_gemma":0.002519548,"teacher_disagreement_score":0.05458861,"about_ca_system_score_codex":0.00011648818,"about_ca_system_score_gemma":0.00009538806,"threshold_uncertainty_score":0.7392366},"labels":[],"label_agreement":null},{"id":"W4390065368","doi":"10.1093/geroni/igad104.0231","title":"COGNITION MEASURES AND FINDINGS IN THE NATIONAL SOCIAL LIFE, HEALTH, AND AGING PROJECT","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Psychology; Cognition; Social cognition; Gerontology; Clinical psychology; Developmental psychology; Medicine; Cognitive impairment; Psychiatry","score_opus":0.07961219164331548,"score_gpt":0.34627787954617884,"score_spread":0.2666656879028634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390065368","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98476326,0.00002228625,0.00019463667,0.012547026,0.000030362242,0.0004297295,0.000004345019,0.000033769644,0.0019745717],"genre_scores_gemma":[0.99293095,0.00005904159,0.00011107891,0.0067094127,0.000050208357,0.00007888749,0.000030328441,0.000009847465,0.000020270749],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99847287,0.00018431604,0.00034533587,0.0003057093,0.00042915807,0.00026258925],"domain_scores_gemma":[0.9996595,0.0001664822,0.000098431185,0.000040892108,0.000012471083,0.000022224602],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003463925,0.00009212383,0.00009458762,0.00037466912,0.00029583558,0.00005730445,0.00006597343,0.00003947291,0.00001658604],"category_scores_gemma":[0.00043635702,0.00008805702,0.0000068601016,0.0019131744,0.00011528445,0.00031247153,0.000077521734,0.00024491837,0.00002093276],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027249655,0.00007343698,0.8179095,0.00012495651,0.000009476664,0.000011574868,0.068006076,0.00017846799,0.004506508,0.0025227878,0.0032337334,0.10339626],"study_design_scores_gemma":[0.0008009358,0.00001682043,0.9855035,0.000080926715,0.0000016495608,0.0000069508615,0.005330389,0.0015264533,0.000078494464,0.003817275,0.0026880873,0.0001485321],"about_ca_topic_score_codex":0.00027505466,"about_ca_topic_score_gemma":0.00013359063,"teacher_disagreement_score":0.16759402,"about_ca_system_score_codex":0.00019006652,"about_ca_system_score_gemma":0.000048174683,"threshold_uncertainty_score":0.35908613},"labels":[],"label_agreement":null},{"id":"W4390065389","doi":"10.1093/geroni/igad104.0445","title":"PSYCHOSOCIAL CORRELATES OF PREVENTION, CARE, AND WELL-BEING AMONG OLDER WOMEN LIVING WITH HIV","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Saint Vincent University","funders":"","keywords":"Psychosocial; Loneliness; Medicine; Gerontology; Population; Human immunodeficiency virus (HIV); Mental health; Coping (psychology); Social support; Psychology; Family medicine; Psychiatry; Environmental health; Social psychology","score_opus":0.011049436548114761,"score_gpt":0.3155801396841575,"score_spread":0.30453070313604275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390065389","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9848339,0.00003397309,0.0011183452,0.00021931193,0.00002958456,0.00020484831,0.0000012249628,0.0000462304,0.013512609],"genre_scores_gemma":[0.9939746,0.000022139917,0.00018808348,0.000023237131,0.000044076198,0.000049831295,0.00002449507,0.00001317785,0.0056603495],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991199,0.000032414602,0.0003240304,0.00013922685,0.00019103687,0.00019341504],"domain_scores_gemma":[0.9995007,0.00005951952,0.00009215129,0.000087246386,0.00023009621,0.00003030842],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004213117,0.00006366065,0.000130009,0.00070158386,0.00006325665,0.000020514412,0.000036633046,0.0000371966,0.00017914744],"category_scores_gemma":[0.00019102274,0.00005908283,0.00001905662,0.0018612404,0.00006683749,0.00015595167,0.00003142183,0.0001660873,0.000011090776],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011593993,0.00003790017,0.9704942,0.00028594365,0.00003350538,0.0000052045943,0.015249925,0.00000991811,0.00057070964,0.0011335401,0.0013412384,0.010826312],"study_design_scores_gemma":[0.0009829961,0.00035626936,0.9799078,0.0030810104,0.000008544725,0.000004106465,0.01321169,0.001141705,0.00035126184,0.0006339861,0.00023824025,0.000082379855],"about_ca_topic_score_codex":0.000028055527,"about_ca_topic_score_gemma":0.000024853258,"teacher_disagreement_score":0.010743932,"about_ca_system_score_codex":0.00006260374,"about_ca_system_score_gemma":0.000044909026,"threshold_uncertainty_score":0.24093279},"labels":[],"label_agreement":null},{"id":"W4390065394","doi":"10.1093/geroni/igad104.0232","title":"RACE/ETHNICITY AND THE MEASUREMENT OF COGNITION IN NSHAP: RECOMMENDATIONS FOR ROBUSTNESS","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Measurement invariance; Dementia; Ethnic group; Psychology; Robustness (evolution); Proxy (statistics); Cognition; Gerontology; Metric (unit); Health and Retirement Study; Montreal Cognitive Assessment; Cognitive impairment; Confirmatory factor analysis; Statistics; Structural equation modeling; Medicine; Mathematics","score_opus":0.16569358662838984,"score_gpt":0.41010532094096824,"score_spread":0.2444117343125784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390065394","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79332596,0.00006394249,0.004346694,0.19824356,0.00045770546,0.0009926537,0.000010657905,0.000042173968,0.002516649],"genre_scores_gemma":[0.99876404,0.00008709165,0.00019966566,0.00076378306,0.00003450151,0.00009608998,0.000010595891,0.000002548694,0.00004170832],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9992387,0.000121537116,0.00030200873,0.000065904605,0.00014511771,0.00012672773],"domain_scores_gemma":[0.9992288,0.00045003067,0.00009034979,0.00003513532,0.00018767183,0.000008015673],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00641285,0.000027822576,0.00007968759,0.00018898306,0.00016304669,0.000017525412,0.00004310838,0.000025660884,0.000011142012],"category_scores_gemma":[0.001267289,0.0000239948,0.000008499192,0.0011710237,0.00006827047,0.000101594414,0.000012810751,0.000057707985,4.1651094e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012254273,0.000054404856,0.091449365,0.0003886228,0.000012450573,4.8549026e-7,0.05406641,0.0010159406,0.00005664954,0.7848033,0.004335417,0.06369447],"study_design_scores_gemma":[0.0066527845,0.000017490545,0.73876417,0.0010893251,0.000015244464,2.2138875e-7,0.10276693,0.0207752,0.00033532357,0.08782405,0.041473653,0.00028558652],"about_ca_topic_score_codex":0.0019601216,"about_ca_topic_score_gemma":0.0063709705,"teacher_disagreement_score":0.6969792,"about_ca_system_score_codex":0.00006709922,"about_ca_system_score_gemma":0.00007847694,"threshold_uncertainty_score":0.35551512},"labels":[],"label_agreement":null},{"id":"W4390065397","doi":"10.1093/geroni/igad104.0338","title":"EXPLORING THE EVERYDAY EXPERIENCES OF FAMILY CAREGIVERS OF PEOPLE LIVING WITH DEMENTIA: A LONGITUDINAL DIARY STUDY","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia; Simon Fraser University","funders":"","keywords":"Dementia; Feeling; Family caregivers; Psychology; Thematic analysis; Aging in place; Distress; Coping (psychology); Flexibility (engineering); Gerontology; Qualitative research; Developmental psychology; Clinical psychology; Medicine; Social psychology; Disease; Sociology","score_opus":0.08157420535070284,"score_gpt":0.3361534448320994,"score_spread":0.2545792394813966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390065397","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9984064,0.000026678896,0.00035259587,0.00010936664,0.000076561584,0.00040523903,5.0855203e-7,0.000021425618,0.0006012124],"genre_scores_gemma":[0.9996142,0.000018294317,0.000034274533,0.00001636091,0.000020213325,0.00024219675,0.0000034736463,0.000007449642,0.00004354501],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99877065,0.00006959741,0.0003160317,0.00015310461,0.00051929936,0.00017132975],"domain_scores_gemma":[0.99926203,0.0001880093,0.00010799602,0.00013259811,0.00029605074,0.000013283433],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011294702,0.00007073918,0.00015103094,0.00056479766,0.0000631235,0.000012827925,0.0000892743,0.000008852212,0.00003415624],"category_scores_gemma":[0.00016633024,0.00004936076,0.000018258565,0.0033364338,0.000065682296,0.00021407842,0.000084079984,0.00010516802,0.000001798937],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002980434,0.0001168559,0.9021274,0.00007756651,0.00007258789,0.000014256041,0.093401805,0.000021594768,0.0017652377,0.0000375728,0.000020997457,0.0023143163],"study_design_scores_gemma":[0.0003971773,0.00016947363,0.6567907,0.00025150887,0.000019134844,0.0000011591724,0.34083498,0.00007145426,0.001426212,0.0000034332727,0.0000031112315,0.000031685802],"about_ca_topic_score_codex":0.00019150795,"about_ca_topic_score_gemma":0.00002715525,"teacher_disagreement_score":0.24743319,"about_ca_system_score_codex":0.000025172427,"about_ca_system_score_gemma":0.00007416492,"threshold_uncertainty_score":0.20128733},"labels":[],"label_agreement":null},{"id":"W4390065417","doi":"10.1093/geroni/igad104.0478","title":"FEASIBILITY OF A DIGITAL ELDER MISTREATMENT INTERVENTION FOR COGNITIVELY IMPAIRED OLDER ADULTS","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Intervention (counseling); Montreal Cognitive Assessment; Emergency department; Medicine; Gerontology; Interview; Cognitive interview; Cognition; Centenarian; Cognitive impairment; Population; Psychological intervention; Outpatient clinic; Clinical psychology; Psychiatry","score_opus":0.05838606093192365,"score_gpt":0.37432746138932216,"score_spread":0.3159414004573985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390065417","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969735,0.000025447367,0.0008257379,0.0003655428,0.000089433706,0.00048024618,0.000017446107,0.00006349503,0.0011591222],"genre_scores_gemma":[0.99952465,0.00001020967,0.00006398293,0.000022898505,0.000038256767,0.000067491594,0.00006280913,0.000005243996,0.00020446217],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99925387,0.00003216577,0.00030291243,0.00014305089,0.000122018835,0.00014600836],"domain_scores_gemma":[0.9994699,0.000103846345,0.0001138185,0.00005655715,0.00024367709,0.000012202129],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043694788,0.000051963223,0.00008354206,0.00021138544,0.00007615473,0.000025748359,0.00005589525,0.000037242993,0.000027089016],"category_scores_gemma":[0.0002714024,0.00005445676,0.000043070046,0.0013334667,0.000048049704,0.00021507588,0.000014518092,0.000034270688,0.0000050486483],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002107585,0.00058080105,0.5667525,0.00021025646,0.000050441395,0.000004986066,0.09596946,0.000002961126,0.00047503298,0.0041640582,0.0008475245,0.3307312],"study_design_scores_gemma":[0.009834531,0.00033984755,0.8558779,0.003973972,0.00003648701,9.929431e-7,0.071319476,0.00045880693,0.01553346,0.04096726,0.0011234389,0.000533873],"about_ca_topic_score_codex":0.00032837814,"about_ca_topic_score_gemma":0.0003073486,"teacher_disagreement_score":0.33019733,"about_ca_system_score_codex":0.00007358006,"about_ca_system_score_gemma":0.000045969104,"threshold_uncertainty_score":0.22206822},"labels":[],"label_agreement":null},{"id":"W4390065424","doi":"10.1093/geroni/igad104.0146","title":"IDENTIFYING AND PREVENTING RESIDENT-TO-RESIDENT AGGRESSION IN LONG-TERM CARE: EMERGING GLOBAL PERSPECTIVES","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Long-term care; Intervention (counseling); Aggression; Ethnic group; Medicine; Nursing; Psychology; Gerontology; Political science; Geography; Psychiatry","score_opus":0.046135288372859906,"score_gpt":0.4443094923943956,"score_spread":0.3981742040215357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390065424","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9941143,0.0015064949,0.00036178183,0.0017921497,0.0010935139,0.00056138454,0.0000034317557,0.00015662565,0.00041033557],"genre_scores_gemma":[0.9988302,0.00018275579,0.00019246856,0.00008473272,0.00022947023,0.00007974856,0.00003457386,0.000021300184,0.00034476133],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977022,0.00023302762,0.0008050159,0.0004267455,0.00030819234,0.00052481546],"domain_scores_gemma":[0.99914116,0.00014013557,0.00027024816,0.00018682453,0.00021744588,0.00004420436],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011653987,0.00014940329,0.00022457626,0.0012897465,0.00042650045,0.000053739448,0.00012436486,0.00010668296,0.00004850181],"category_scores_gemma":[0.00044240183,0.00016404243,0.000024194593,0.0046964255,0.00002202919,0.0002817237,0.00025923332,0.0003850293,0.00004509927],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002387888,0.000007900003,0.86594844,0.00035143565,0.000005168334,0.000043878736,0.1160256,0.000040475865,0.0009796172,0.0005548275,0.0007652532,0.015253523],"study_design_scores_gemma":[0.0006282281,0.000009672787,0.85854876,0.0040594917,0.00000514803,0.0000016887531,0.13559549,0.000031609536,0.00009466987,0.00082605233,0.000053567303,0.00014561156],"about_ca_topic_score_codex":0.0013234132,"about_ca_topic_score_gemma":0.0017981438,"teacher_disagreement_score":0.019569892,"about_ca_system_score_codex":0.0006928296,"about_ca_system_score_gemma":0.00012608488,"threshold_uncertainty_score":0.66894567},"labels":[],"label_agreement":null},{"id":"W4390065471","doi":"10.1093/geroni/igad104.0658","title":"COGNITIVE, PHYSICAL, AND PSYCHOLOGICAL FUNCTION AND QUALITY OF LIFE IN PATIENTS WITH STROKE—A NETWORK ANALYSIS","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Mental Health Research Topics","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Institute on Aging; National Institutes of Health; Strong","keywords":"Cognition; Quality of life (healthcare); Montreal Cognitive Assessment; Physical medicine and rehabilitation; Psychology; Stroke (engine); Modified Rankin Scale; Physical therapy; Gerontology; Medicine; Clinical psychology; Psychiatry; Cognitive impairment; Ischemic stroke","score_opus":0.16553819213616178,"score_gpt":0.4711560239948776,"score_spread":0.3056178318587158,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390065471","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9986413,0.000015033157,0.00038516018,0.00011588116,0.000051551513,0.00021032528,0.000008736073,0.000015525036,0.00055649836],"genre_scores_gemma":[0.9996071,0.0000033928852,0.00004849246,0.00017360777,0.00002893223,0.000028971686,0.000060321836,0.0000042873367,0.000044935063],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988628,0.00019961047,0.00035783602,0.00021404626,0.00018340583,0.00018227397],"domain_scores_gemma":[0.99945194,0.00021658375,0.00013187145,0.00008452417,0.00008870987,0.000026376256],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008292614,0.00005782371,0.00018625913,0.00051846367,0.000031377996,0.000008990245,0.000027993203,0.000042256353,0.000034628123],"category_scores_gemma":[0.00011489897,0.00005127705,0.000007822898,0.0038363081,0.000069089634,0.000062687126,0.000029729692,0.0001780573,0.0000033799456],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031328585,0.00015713855,0.9867566,0.000031953336,0.000037707716,4.977546e-7,0.00042585804,0.000033709162,0.000009762241,0.0033773044,0.000032275464,0.00882388],"study_design_scores_gemma":[0.0015951538,0.00016317288,0.996961,0.000026863543,0.000007064703,2.3816709e-8,0.0003977126,0.00022965838,0.0000011480538,0.0005633411,0.000007915085,0.000046964975],"about_ca_topic_score_codex":0.00015585407,"about_ca_topic_score_gemma":0.000085580665,"teacher_disagreement_score":0.010204354,"about_ca_system_score_codex":0.000018065795,"about_ca_system_score_gemma":0.0000070104966,"threshold_uncertainty_score":0.20910174},"labels":[],"label_agreement":null},{"id":"W4390065484","doi":"10.1093/geroni/igad104.0116","title":"REPRESENTATION LEARNING OF PROTEOME DYNAMICS TO CHARACTERIZE ORGANISMIC COMMUNICATION AND INTRINSIC HEALTH","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Salivary Gland Disorders and Functions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Proteome; Correlation; Disease; Biology; Computational biology; Psychology; Developmental psychology; Bioinformatics; Physiology; Medicine; Internal medicine; Mathematics","score_opus":0.03744640366199062,"score_gpt":0.3268530772061371,"score_spread":0.2894066735441465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390065484","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9857828,0.000017905439,0.003029283,0.010477216,0.000040531027,0.00033013316,0.0000020112716,0.00006381188,0.00025628094],"genre_scores_gemma":[0.9982378,0.00006598189,0.00065040245,0.00048771212,0.00001611269,0.00002723937,0.0003631167,0.000008676245,0.00014297859],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99939054,0.000035380097,0.00030755874,0.00010010599,0.00008395893,0.00008242517],"domain_scores_gemma":[0.99960566,0.000038070324,0.000118042546,0.00011984637,0.00010052121,0.000017876098],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003709452,0.0000427489,0.000117946336,0.00055100047,0.00006264081,0.000010072726,0.000023467564,0.000022043509,0.0000108724],"category_scores_gemma":[0.00022452914,0.000044762037,0.0000066210077,0.0025059406,0.000014602147,0.00007677209,0.000034348992,0.00011391306,0.0000058648097],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004541398,0.000034313718,0.94946915,0.00011308482,0.000008566402,0.0000011100984,0.004063101,0.00012236382,0.008881906,0.0056905653,0.00014356643,0.031426873],"study_design_scores_gemma":[0.00058188493,0.000077304765,0.9896294,0.00015197307,0.000002832024,0.0000056622926,0.0023057635,0.006090976,0.00026363914,0.00061588763,0.00022827912,0.000046420362],"about_ca_topic_score_codex":0.00029638456,"about_ca_topic_score_gemma":0.000023478608,"teacher_disagreement_score":0.040160242,"about_ca_system_score_codex":0.000053411834,"about_ca_system_score_gemma":0.00004191082,"threshold_uncertainty_score":0.18253429},"labels":[],"label_agreement":null},{"id":"W4390065510","doi":"10.1093/geroni/igad104.0063","title":"AEROBIC EXERCISE ATTENUATES FRAILTY IN AGING MALE AND FEMALE C57BL/6 MICE AND EFFECTS SYSTEMIC CYTOKINES DIFFERENTIALLY BY SEX","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Exercise and Physiological Responses","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Aerobic exercise; Medicine; Internal medicine","score_opus":0.024532946097196664,"score_gpt":0.2988586432312039,"score_spread":0.2743256971340073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390065510","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9982398,0.0006400302,0.00007056353,0.00044469006,0.0000688587,0.00038997093,0.0000036712422,0.00007642449,0.000065982764],"genre_scores_gemma":[0.998515,0.00037102742,0.00007334638,0.0003215985,0.00003976553,0.000063613516,0.00006723004,0.000016865633,0.0005315344],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9988826,0.000070401446,0.00036373577,0.000304638,0.0001370404,0.00024157652],"domain_scores_gemma":[0.999302,0.00040513766,0.000085965425,0.00011665304,0.0000531155,0.00003708356],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000405732,0.00015335351,0.00034439316,0.00046233137,0.00006388064,0.000037529833,0.00005056236,0.00008570723,0.00000930543],"category_scores_gemma":[0.00025260798,0.00013221368,0.000015568034,0.0012324956,0.000051312476,0.00010548163,0.000077716744,0.00021879196,0.000009629948],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001065375,0.00003582849,0.22507767,0.0009749392,0.000008323461,0.00008300128,0.0010891459,0.000020259582,0.7650859,0.000100619465,0.00017225875,0.0072455495],"study_design_scores_gemma":[0.003226034,0.000114446535,0.8541955,0.007030894,0.000035767553,0.000059648097,0.0012002499,0.0007680691,0.13186046,0.001075511,0.00009776832,0.00033570116],"about_ca_topic_score_codex":0.00008452541,"about_ca_topic_score_gemma":0.0000075614125,"teacher_disagreement_score":0.6332254,"about_ca_system_score_codex":0.00004367216,"about_ca_system_score_gemma":0.00002724338,"threshold_uncertainty_score":0.5391518},"labels":[],"label_agreement":null},{"id":"W4390065515","doi":"10.1093/geroni/igad104.0235","title":"ASSESSING HOW AGE, GENDER, RACE, AND EDUCATION AFFECT THE RELATIONSHIPS BETWEEN COGNITIVE DOMAINS AND OLFACTION","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Olfactory and Sensory Function Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cognition; Affect (linguistics); Montreal Cognitive Assessment; Psychology; Effects of sleep deprivation on cognitive performance; Ordered logit; Identification (biology); Logistic regression; Multidimensional scaling; Ordinal regression; Developmental psychology; Cognitive impairment; Medicine; Communication; Computer science","score_opus":0.34789647992369915,"score_gpt":0.3752733863871945,"score_spread":0.027376906463495332,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390065515","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99369764,0.000026938602,0.0017189452,0.0022608775,0.00032040032,0.00022406578,0.0000031896568,0.00009995748,0.0016479812],"genre_scores_gemma":[0.9990395,0.0000365114,0.000033556276,0.00021729856,0.00011336464,0.000030522522,0.000015145145,0.0000095857185,0.0005045649],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99894917,0.00031984574,0.0001899307,0.0002569671,0.00015109319,0.00013296353],"domain_scores_gemma":[0.99834335,0.0013637157,0.00013731855,0.00006900539,0.00007058862,0.000016037291],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00079024036,0.00009387097,0.0000995727,0.0004427217,0.0007821191,0.00026417075,0.000031770483,0.00004706871,0.0000030923427],"category_scores_gemma":[0.0015374616,0.0000788752,0.000009584757,0.0018531571,0.0001197202,0.000741088,0.000039975916,0.0002919909,0.000007637021],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015821557,0.00003242675,0.8499419,0.0000797964,0.000018627541,0.000007762906,0.009976546,0.000030070458,0.05723442,0.014251562,0.0010029875,0.06740807],"study_design_scores_gemma":[0.00023667476,0.000008294191,0.9782026,0.00005005395,0.000011366983,0.00000716437,0.01247818,0.0001649095,0.004198481,0.0035518745,0.0009856282,0.000104784114],"about_ca_topic_score_codex":0.000003321323,"about_ca_topic_score_gemma":0.0000041936623,"teacher_disagreement_score":0.12826069,"about_ca_system_score_codex":0.000033606895,"about_ca_system_score_gemma":0.000028536977,"threshold_uncertainty_score":0.6015507},"labels":[],"label_agreement":null},{"id":"W4390065528","doi":"10.1093/geroni/igad104.0148","title":"IMPLICATIONS OF RESIDENT AND ENVIRONMENTAL CHARACTERISTICS ON RESIDENT-TO-RESIDENT AGGRESSION","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Aggression; Attractiveness; Dementia; Long-term care; Medicine; Psychology; Psychiatry; Clinical psychology; Disease","score_opus":0.03558528790957872,"score_gpt":0.34402886034375374,"score_spread":0.30844357243417503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390065528","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9941761,0.000042623997,0.00005464158,0.0046327347,0.00010678758,0.0001935726,0.000009079813,0.000040763643,0.00074371044],"genre_scores_gemma":[0.9984301,0.0006912141,0.000034014305,0.00031488773,0.000078950936,0.00002602051,0.000027950726,0.0000081662065,0.0003887104],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989783,0.00007042825,0.00034622644,0.00017406851,0.00026023542,0.00017075385],"domain_scores_gemma":[0.999522,0.00013829324,0.00014159507,0.00013426405,0.000031716885,0.00003216846],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005525611,0.00006241376,0.00009402113,0.0005376291,0.00020813789,0.00003338218,0.00010213304,0.000044013042,0.000054984488],"category_scores_gemma":[0.00022749786,0.00006737275,0.000011267477,0.0012577118,0.000057381818,0.00010273528,0.00005812885,0.00008877464,0.000032004948],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035280857,0.000047390837,0.7627424,0.00003088909,0.0000120425275,0.000012376599,0.06110478,0.00004795362,0.10460449,0.01834402,0.006123699,0.04689468],"study_design_scores_gemma":[0.00018583488,0.000029757264,0.981005,0.0006776494,0.000003574867,4.2227163e-7,0.0043218625,0.000020171621,0.007442777,0.0037572628,0.00244393,0.000111737754],"about_ca_topic_score_codex":0.00049532886,"about_ca_topic_score_gemma":0.00035726107,"teacher_disagreement_score":0.21826261,"about_ca_system_score_codex":0.000101778336,"about_ca_system_score_gemma":0.00004130107,"threshold_uncertainty_score":0.27473807},"labels":[],"label_agreement":null},{"id":"W4390065557","doi":"10.1093/geroni/igad104.0233","title":"USING THE MOCA-SA WITH SPANISH-SPEAKING OLDER ADULTS: STRENGTHS, LIMITATIONS, AND CORRECTIONS","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Predicative expression; Montreal Cognitive Assessment; Spanish language; Psychology; Cognition; Linguistics; Cognitive impairment","score_opus":0.05238909753554184,"score_gpt":0.3519955483074503,"score_spread":0.29960645077190845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390065557","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9916426,0.00004803981,0.0038916247,0.0019363118,0.00007892138,0.0003688208,0.0000017915929,0.000069335016,0.001962581],"genre_scores_gemma":[0.998504,0.000038851227,0.0007132876,0.0003577726,0.000059834943,0.0000458618,0.000039702405,0.0000129691325,0.00022775955],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991691,0.000035799483,0.00021134506,0.00016159007,0.00023682076,0.00018531771],"domain_scores_gemma":[0.9993818,0.0001654194,0.000060366412,0.00009634291,0.0002770189,0.000019070209],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040152823,0.000072816016,0.00007898569,0.00048637736,0.00018749198,0.00006152524,0.0000326114,0.00002266428,0.000037770424],"category_scores_gemma":[0.00024417706,0.00005283965,0.000009259248,0.002662808,0.00005723262,0.00014881848,0.000033632045,0.00019215676,0.000007385739],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006825687,0.00008375919,0.85478324,0.000083620456,0.00005717515,0.000041219373,0.0056994823,0.00009718791,0.002104676,0.0014526593,0.00022185197,0.13530685],"study_design_scores_gemma":[0.0016346156,0.00007314103,0.9621974,0.0007148672,0.0000321938,0.00003548632,0.020138664,0.012582847,0.0013350896,0.00009889684,0.0010532998,0.00010348707],"about_ca_topic_score_codex":0.000094149094,"about_ca_topic_score_gemma":0.000058389982,"teacher_disagreement_score":0.13520336,"about_ca_system_score_codex":0.000048608086,"about_ca_system_score_gemma":0.00006773057,"threshold_uncertainty_score":0.21547385},"labels":[],"label_agreement":null},{"id":"W4390065586","doi":"10.1093/geroni/igad104.0149","title":"DESIGNING AND IMPLEMENTING A RESIDENT-TO-RESIDENT AGGRESSION PREVALENCE STUDY IN A NEW CONTEXT","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Baycrest Hospital; University of Calgary; McMaster University; University of Toronto","funders":"","keywords":"Staffing; Context (archaeology); Sample (material); Scale (ratio); Mental health; Presentation (obstetrics); Aggression; Medicine; Nursing; Psychology; Geography; Psychiatry","score_opus":0.07367746389755782,"score_gpt":0.40175339786294506,"score_spread":0.32807593396538726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390065586","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99704355,0.00020832113,0.00027377455,0.0014980993,0.00008681263,0.0005663339,2.4437156e-7,0.00007260733,0.0002502635],"genre_scores_gemma":[0.9987997,0.00014929136,0.00015665776,0.00021398191,0.00007532725,0.000035163015,0.0000010278235,0.0000082426,0.0005606198],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99845684,0.00020870764,0.00041974414,0.00025706942,0.0003183464,0.0003393063],"domain_scores_gemma":[0.99948615,0.0002123139,0.000112327805,0.00008959586,0.00006330441,0.00003631387],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026146758,0.00007397902,0.00010831178,0.00085459364,0.00026093872,0.0001193468,0.00012382577,0.000029930054,0.00003703492],"category_scores_gemma":[0.0007073301,0.000081444574,0.000007666004,0.0038334294,0.000018279883,0.0002840969,0.000111723915,0.0001254339,0.000013714259],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007706625,0.0000103109405,0.8073811,0.000014243294,0.0000026907949,0.000022195432,0.15676351,0.000016049886,0.003866163,0.00040892893,0.00062217086,0.03088493],"study_design_scores_gemma":[0.0016792861,0.000089507674,0.80565923,0.0048923814,0.000007993516,8.2654856e-7,0.1782996,0.00013299489,0.003960752,0.0038184668,0.001132307,0.00032662498],"about_ca_topic_score_codex":0.009981678,"about_ca_topic_score_gemma":0.03560982,"teacher_disagreement_score":0.030558307,"about_ca_system_score_codex":0.00009791281,"about_ca_system_score_gemma":0.00016874337,"threshold_uncertainty_score":0.99661094},"labels":[],"label_agreement":null},{"id":"W4390065656","doi":"10.1093/geroni/igad104.0582","title":"Editor-in-Chief of The Journals of Gerontology, Series A: Biological Sciences and Medical Sciences","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Genetics, Aging, and Longevity in Model Organisms","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Editor in chief; Series (stratigraphy); Biological sciences; Library science; Gerontology; Medicine; Computer science; Biology; Computational biology; Management; Economics","score_opus":0.05299260060594965,"score_gpt":0.3309549794504145,"score_spread":0.27796237884446484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390065656","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99661845,0.00029407843,0.00019154615,0.002146381,0.00054589374,0.000051683244,0.0000017046442,0.0000033569613,0.00014693076],"genre_scores_gemma":[0.99906546,0.00025192223,0.00033008645,0.00012197037,0.00020939374,0.0000025020406,0.0000018091612,0.0000022580812,0.000014627313],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99909747,0.00006725472,0.0003365537,0.00016149993,0.00020009033,0.00013712194],"domain_scores_gemma":[0.9996869,0.00003274048,0.00013514659,0.000078186466,0.000055813904,0.00001119835],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016576656,0.000055665023,0.000106875734,0.00018184268,0.00007586834,0.000011512357,0.00022586959,0.00008989601,0.000008626643],"category_scores_gemma":[0.00052312686,0.000038813265,0.00001407718,0.00091219036,0.00096346653,0.0000069869525,0.00015044861,0.00008259458,2.553444e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000043859013,0.00001964742,0.7942583,0.000017537574,0.0000043466102,9.33585e-7,0.0004366574,0.00027199028,0.20075734,0.0029407786,0.00032543627,0.0009626667],"study_design_scores_gemma":[0.00042701582,0.00024389797,0.80888826,0.00014453546,0.0000027895317,0.000027094844,0.0014296315,0.00055970345,0.18000284,0.007259722,0.0008674861,0.00014701257],"about_ca_topic_score_codex":0.00003862543,"about_ca_topic_score_gemma":0.00008080614,"teacher_disagreement_score":0.020754509,"about_ca_system_score_codex":0.000004003355,"about_ca_system_score_gemma":0.000103571205,"threshold_uncertainty_score":0.35499325},"labels":[],"label_agreement":null},{"id":"W4390065700","doi":"10.1093/geroni/igad104.0207","title":"MEANINGS OF AGING IN THE RIGHT PLACE FOR HOUSING INSECURE OLDER ADULTS IN TEMPORARY HOUSING","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Aging in place; Affordable housing; Feeling; Maslow's hierarchy of needs; Psychology; Photovoice; Gerontology; Sociology; Social psychology; Medicine; Economic growth","score_opus":0.05126873633330585,"score_gpt":0.3958011105026071,"score_spread":0.3445323741693012,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390065700","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9963135,0.000074368625,0.0002960154,0.0014474313,0.00028717163,0.00080262235,0.000005657754,0.00006824369,0.0007049481],"genre_scores_gemma":[0.99909043,0.000015407184,0.00016313918,0.0003322927,0.0001469292,0.00015388298,0.00004394618,0.000029084988,0.000024897097],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9979645,0.0002863707,0.0009396405,0.00021264589,0.00021631591,0.00038054594],"domain_scores_gemma":[0.99857414,0.0007467774,0.00035679658,0.00014217745,0.00016925285,0.000010855353],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029892386,0.00011637375,0.00031181806,0.0009675812,0.0002669325,0.000017311344,0.00016068516,0.00014031347,0.000012848075],"category_scores_gemma":[0.00031981745,0.0001007158,0.000022246359,0.004311318,0.000030785173,0.0002597017,0.000063119114,0.00050547125,0.000003664807],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022294149,0.00003660698,0.6764048,0.00061907026,0.0000032364246,0.000013669336,0.31321245,0.00019759801,0.00017136012,0.0066565443,0.00009636224,0.0025660442],"study_design_scores_gemma":[0.002942387,0.000016904414,0.43775684,0.007736784,0.0000044100257,1.2078367e-7,0.5407662,0.0041147107,0.00037153185,0.005077537,0.00091609894,0.0002965242],"about_ca_topic_score_codex":0.0028423157,"about_ca_topic_score_gemma":0.011228554,"teacher_disagreement_score":0.23864794,"about_ca_system_score_codex":0.00014076316,"about_ca_system_score_gemma":0.00014628761,"threshold_uncertainty_score":0.62657964},"labels":[],"label_agreement":null},{"id":"W4390065707","doi":"10.1093/geroni/igad104.0283","title":"THE MANY FACES OF DEMENTIA IN CANADA: EXAMINING SEX, ETHNICITY, AND AGE OF ONSET IN THE LANDMARK STUDY","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Alzheimer Society of Canada","funders":"","keywords":"Dementia; Ethnic group; Indigenous; Population; Gerontology; Immigration; Demography; Geography; Medicine; Sociology; Disease; Ecology; Biology; Pathology","score_opus":0.05880488411866769,"score_gpt":0.3511646624792676,"score_spread":0.2923597783605999,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390065707","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9981964,0.00004979327,0.000010482395,0.0006077403,0.000021149364,0.00039244085,0.0000020009052,0.000002930499,0.000717031],"genre_scores_gemma":[0.99975884,0.000026928088,0.0000062904032,0.00009935494,0.0000050944677,0.000033592118,0.000012047184,0.0000034732063,0.000054400392],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998924,0.00014943871,0.0003649553,0.00009346545,0.00032405293,0.0001440741],"domain_scores_gemma":[0.9994298,0.0003476057,0.00007080126,0.000088600245,0.000056649467,0.000006493366],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025480387,0.000047073314,0.00011722925,0.00033456678,0.000030180108,0.00001032867,0.00007528792,0.000011265462,0.000008296898],"category_scores_gemma":[0.00020415497,0.000030862164,0.00000410627,0.0017236371,0.000035848796,0.00003286619,0.000065596956,0.000151064,2.245069e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018204699,0.000048101676,0.98819155,0.000038680486,0.000017102437,0.000054623477,0.0037796386,0.000006078589,0.0010650379,0.00005684375,0.000056807006,0.0066673304],"study_design_scores_gemma":[0.00087273394,0.00006519972,0.95734656,0.000102825805,0.000005924759,0.0000012144968,0.04075876,0.00020665908,0.0005001076,0.00007645035,0.000037822032,0.00002571746],"about_ca_topic_score_codex":0.146915,"about_ca_topic_score_gemma":0.4284467,"teacher_disagreement_score":0.2815317,"about_ca_system_score_codex":0.00004504914,"about_ca_system_score_gemma":0.00015567744,"threshold_uncertainty_score":0.8587658},"labels":[],"label_agreement":null},{"id":"W4390065732","doi":"10.1093/geroni/igad104.0236","title":"MEASURING COGNITION IN NSHAP USING MULTIMODE DATA COLLECTION","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cognition; Phone; Psychology; Montreal Cognitive Assessment; Mode (computer interface); Presentation (obstetrics); Applied psychology; Data collection; Focus group; Affect (linguistics); Gerontology; Computer science; Medicine; Cognitive impairment; Communication; Psychiatry; Human–computer interaction; Statistics","score_opus":0.3483202626521294,"score_gpt":0.4429374110845567,"score_spread":0.0946171484324273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390065732","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99110144,0.000017133156,0.0013005764,0.0033807966,0.00052923977,0.00021982302,0.0000046947403,0.00010302692,0.003343271],"genre_scores_gemma":[0.9985909,0.000031544645,0.00057527213,0.0005067718,0.000115103394,0.000010859087,0.00005872751,0.0000067607675,0.000104083694],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99889326,0.00010858095,0.00034043734,0.00016537102,0.00022325022,0.00026908194],"domain_scores_gemma":[0.99958956,0.00013107884,0.00007668062,0.00010317434,0.000081794096,0.000017680439],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024732156,0.00004601015,0.00008169006,0.0006730186,0.0002930266,0.000060199854,0.000119353106,0.00005204166,0.000024718243],"category_scores_gemma":[0.0009131035,0.000057138226,0.000005672409,0.003974281,0.00002667488,0.0005020778,0.000052779767,0.00012339171,0.0000122685415],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012949677,0.00003739698,0.94323754,0.00014624992,0.000005030686,0.000013499945,0.019966196,0.0022425253,0.00048311375,0.015878703,0.00088297826,0.017093835],"study_design_scores_gemma":[0.0010038216,0.0000039253923,0.7332877,0.0006791854,0.000004235382,8.1025667e-7,0.023216102,0.22880259,0.00016152364,0.0054363017,0.007129619,0.00027418742],"about_ca_topic_score_codex":0.021835444,"about_ca_topic_score_gemma":0.016943442,"teacher_disagreement_score":0.22656006,"about_ca_system_score_codex":0.0002660902,"about_ca_system_score_gemma":0.00020232133,"threshold_uncertainty_score":0.9846782},"labels":[],"label_agreement":null},{"id":"W4390065797","doi":"10.1093/geroni/igad104.0395","title":"THE EFFECTS OF WISDOM AND HEALTH ON NORTH AMERICAN SENIORS’ WELL-BEING SINCE COVID-19","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Psychological resilience; Public health; Social distance; Psychology; Logistic regression; Well-being; Self-transcendence; Residence; Social psychology; Transcendence (philosophy); Coronavirus disease 2019 (COVID-19); Gerontology; Demography; Sociology; Medicine; Personality; Nursing; Big Five personality traits; Psychotherapist","score_opus":0.02860683966643756,"score_gpt":0.3859412465365045,"score_spread":0.35733440687006696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390065797","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9043786,0.0000305877,0.0000845574,0.09419835,0.00027141624,0.0002110953,7.296854e-7,0.000050526265,0.0007741178],"genre_scores_gemma":[0.9855304,0.00035843175,0.00003383333,0.013863867,0.00006468593,0.000011095303,0.000003067601,0.000004726883,0.00012993386],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989627,0.00015467423,0.00028310236,0.00011048509,0.00021211425,0.00027690316],"domain_scores_gemma":[0.9984004,0.0012450914,0.00018008148,0.00007813462,0.000038112415,0.000058182184],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016739921,0.00004867786,0.00011406835,0.00017811346,0.000616231,0.000035125115,0.000080556536,0.000013759394,0.0000011521034],"category_scores_gemma":[0.0011586789,0.000040531053,0.000008847109,0.0025448324,0.00020087368,0.00006013101,0.000023700013,0.0001013233,0.0000030936258],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004094024,0.0000058930427,0.80229896,0.0002279978,0.000002452967,0.0000025281888,0.022127317,0.000045505338,0.0000025371278,0.14928609,0.0011639349,0.02483267],"study_design_scores_gemma":[0.00019195834,0.000028965655,0.946099,0.000097424956,6.783509e-7,1.2496103e-7,0.009363745,0.00009726967,0.0000151237,0.0015191594,0.042523094,0.00006348896],"about_ca_topic_score_codex":0.02017105,"about_ca_topic_score_gemma":0.016380632,"teacher_disagreement_score":0.14776693,"about_ca_system_score_codex":0.00016701143,"about_ca_system_score_gemma":0.0003173658,"threshold_uncertainty_score":0.9863537},"labels":[],"label_agreement":null},{"id":"W4390065802","doi":"10.1093/geroni/igad104.0228","title":"EDUCATION AS A RISK FACTOR OF MILD COGNITIVE IMPAIRMENT—THE ROLE OF THE GUT MICROBIOME","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Microbiome; Mediation; Dementia; Biology; Gerontology; Psychology; Medicine; Bioinformatics; Internal medicine; Disease","score_opus":0.010189952169887934,"score_gpt":0.2984368934829448,"score_spread":0.28824694131305684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390065802","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99884504,0.00012002957,0.00001719335,0.00037216526,0.00012569917,0.00021997996,0.000054032447,0.00000401425,0.00024184257],"genre_scores_gemma":[0.9993374,0.000034063436,0.000030423063,0.00027522026,0.000039877603,0.000012296827,0.000077942204,0.000006705609,0.00018611485],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994341,0.000050402814,0.00025634773,0.000108254135,0.000051145536,0.00009973891],"domain_scores_gemma":[0.99945503,0.000015410717,0.00022141833,0.00013512633,0.0001665573,0.0000064298333],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021880379,0.00005490787,0.00006158902,0.000120261684,0.000051130442,0.000005079584,0.000101255224,0.0000483943,0.000010799985],"category_scores_gemma":[0.00007675894,0.000039635568,0.000026182015,0.00085935433,0.00005102048,0.0000027322506,0.000058843514,0.00007335981,0.0000054275183],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011723859,0.00003402344,0.065398544,0.00002110557,0.00001095102,2.1668319e-8,0.00076360774,0.000003359982,0.93054086,0.00018211865,0.00029521665,0.0027384835],"study_design_scores_gemma":[0.00023501273,0.0000332008,0.40553096,0.000076133016,0.0000049128857,0.000001590518,0.0017350245,0.0000104049295,0.5896983,0.0003839823,0.0022406275,0.00004979941],"about_ca_topic_score_codex":0.00019117305,"about_ca_topic_score_gemma":0.000031176758,"teacher_disagreement_score":0.34084252,"about_ca_system_score_codex":0.000013827252,"about_ca_system_score_gemma":0.000194857,"threshold_uncertainty_score":0.16162916},"labels":[],"label_agreement":null},{"id":"W4390079736","doi":"10.1093/geroni/igad104.3277","title":"DIETARY NITRATE SUPPLEMENTS AND AEROBIC EXERCISE MODIFY FRAILTY IN AN AGE-DEPENDENT MANNER IN FEMALE C57BL/6 MICE","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Genetics, Aging, and Longevity in Model Organisms","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Aerobic exercise; Blood pressure; Internal medicine; Endocrinology; Weight loss; Obesity","score_opus":0.039905449686736594,"score_gpt":0.30095579511541415,"score_spread":0.26105034542867755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390079736","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99896467,0.00012126905,0.00019303535,0.00022766412,0.00013296932,0.00024108685,0.000009860967,0.00001732185,0.00009212367],"genre_scores_gemma":[0.9980098,0.00018840861,0.0005894709,0.00033800048,0.00005344348,0.00004333263,0.0004424914,0.000026508915,0.00030851597],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99865365,0.000057549583,0.00043110008,0.00041198227,0.00013285482,0.00031286853],"domain_scores_gemma":[0.99960136,0.0000071668433,0.000077034245,0.00023145028,0.000052204006,0.000030798485],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005125362,0.0001554889,0.0001550292,0.00043354725,0.000044747914,0.000049264083,0.00015226842,0.00012117142,0.000014143313],"category_scores_gemma":[0.000024116802,0.00018198382,0.000014233826,0.0006619628,0.00003940276,0.000019671166,0.00013587481,0.00017428552,0.000009600621],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040270977,0.000112144444,0.23434882,0.00007804969,0.000008574409,0.00006695868,0.0029913445,0.0064902813,0.7521123,0.00006609634,0.00022791202,0.003457225],"study_design_scores_gemma":[0.003707372,0.00018127682,0.6172263,0.00023039851,0.000014737189,0.0000095800015,0.0033936044,0.007349109,0.3629625,0.0032532902,0.00076932635,0.00090246275],"about_ca_topic_score_codex":0.00024210961,"about_ca_topic_score_gemma":0.001510857,"teacher_disagreement_score":0.3891498,"about_ca_system_score_codex":0.000029694691,"about_ca_system_score_gemma":0.000030216996,"threshold_uncertainty_score":0.74210846},"labels":[],"label_agreement":null},{"id":"W4390079755","doi":"10.1093/geroni/igad104.3197","title":"ASSOCIATIONS BETWEEN SENSE OF PURPOSE, NEGATIVE AFFECT, AND CORTISOL: EVIDENCE FROM REPEATED DAILY ASSESSMENTS","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Psychological Well-being and Life Satisfaction","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University; University of British Columbia","funders":"","keywords":"Affect (linguistics); Psychology; Everyday life; Developmental psychology; Multilevel model; Trait; Clinical psychology","score_opus":0.10309526148426597,"score_gpt":0.4218630699321742,"score_spread":0.31876780844790825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390079755","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99373126,0.000025950041,0.0016393554,0.00046353674,0.0004187407,0.00021398353,0.000069299385,0.00013918446,0.003298661],"genre_scores_gemma":[0.9988925,0.000017999972,0.00037947053,0.00012538522,0.00008048907,0.000025135461,0.0001703995,0.00001189082,0.0002967437],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984099,0.0002861153,0.0005992967,0.0003260758,0.00018995888,0.00018864061],"domain_scores_gemma":[0.9979645,0.0012688997,0.00041888675,0.00018934892,0.0001357767,0.00002261279],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008368955,0.00010420973,0.00022431146,0.00043894374,0.00007409602,0.000027478973,0.0000621213,0.00012230808,0.00007925667],"category_scores_gemma":[0.00075392943,0.000108366876,0.000018956758,0.002489891,0.000049901013,0.00017956395,0.00003710461,0.00025255815,0.00004941363],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001924085,0.000021784183,0.9765622,0.0000051062825,0.000054582433,0.0000114565055,0.0023565763,0.00001731593,0.0063942727,0.0010267928,0.0010054096,0.012525256],"study_design_scores_gemma":[0.00047597341,0.0000625648,0.9926467,0.00015119543,0.000013199083,8.194871e-7,0.00046132808,0.00012269533,0.00056217756,0.005358053,0.000044183525,0.00010110489],"about_ca_topic_score_codex":0.0017206309,"about_ca_topic_score_gemma":0.00004224995,"teacher_disagreement_score":0.0160845,"about_ca_system_score_codex":0.00006135778,"about_ca_system_score_gemma":0.000015834865,"threshold_uncertainty_score":0.44190732},"labels":[],"label_agreement":null},{"id":"W4390079789","doi":"10.1093/geroni/igad104.2961","title":"ASSESSING THE SCALABILITY OF A COMMUNITY PROGRAM FOR OLDER ADULTS WITH DIABETES: BRIDGING THE RESEARCH–PRACTICE GAP","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Scalability; Workforce; Bridging (networking); Intervention (counseling); Scale (ratio); Medicine; Health care; Implementation research; Nursing; Medical education; Knowledge management; Gerontology; Computer science; Psychological intervention; Political science","score_opus":0.16264982976688713,"score_gpt":0.4671685896728541,"score_spread":0.30451875990596694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390079789","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97243994,0.000026420379,0.00042079546,0.021480365,0.00004457825,0.0019405435,0.0000017980691,0.00011244706,0.0035331259],"genre_scores_gemma":[0.99845374,0.0000023954951,0.00043006992,0.00044214545,0.00006200436,0.00050410343,0.000054567892,0.000015553725,0.000035414872],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99838096,0.00040310618,0.00035702012,0.00013257888,0.00043976275,0.00028657593],"domain_scores_gemma":[0.9963486,0.0021784632,0.00016694468,0.0005045024,0.00078760524,0.000013866098],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0082017165,0.00008032964,0.00012746341,0.00029806673,0.00036949612,0.00015422587,0.00018468016,0.000023040091,0.0000069935354],"category_scores_gemma":[0.0029286027,0.00004785495,0.000022005848,0.00411545,0.00031535406,0.00037441507,0.0001268971,0.00051905843,0.0000016456838],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044570927,0.0018501888,0.22701149,0.0072633945,0.00032169415,0.000013749508,0.03673367,0.0007523152,0.0006939669,0.022668287,0.0090318415,0.6932137],"study_design_scores_gemma":[0.0022748606,0.0001505402,0.83689094,0.002184207,0.000059293656,0.0000015473508,0.13697648,0.017017296,0.00034991655,0.0019592044,0.0020318907,0.000103817314],"about_ca_topic_score_codex":0.00016603219,"about_ca_topic_score_gemma":0.0000260124,"teacher_disagreement_score":0.69310987,"about_ca_system_score_codex":0.0001193664,"about_ca_system_score_gemma":0.0001711491,"threshold_uncertainty_score":0.35060224},"labels":[],"label_agreement":null},{"id":"W4390079886","doi":"10.1093/geroni/igad104.3152","title":"A SCOPING REVIEW ON BARRIERS AND FACILITATORS OF COMMUNITY ENGAGEMENT IN LEARNING HEALTH SYSTEMS","year":2023,"lang":"en","type":"review","venue":"Innovation in Aging","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver Coastal Health; University of British Columbia","funders":"","keywords":"CINAHL; PsycINFO; Community engagement; Health care; MEDLINE; Psychology; Knowledge management; Medical education; Medicine; Public relations; Computer science; Political science","score_opus":0.8067156878614445,"score_gpt":0.7101170668983856,"score_spread":0.09659862096305893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390079886","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00082275516,0.987898,0.00008907388,0.0017194655,0.00050656835,0.0084923385,0.00005745445,0.00008675309,0.00032759723],"genre_scores_gemma":[0.00032362662,0.99442697,0.00004195337,0.0035332728,0.000032556676,0.0014796024,0.000058377445,0.000033242013,0.000070421695],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9780271,0.015681146,0.0049356716,0.0002814914,0.00045334618,0.0006212379],"domain_scores_gemma":[0.99038273,0.00632627,0.0026430013,0.0003619466,0.00018286066,0.00010320295],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.042255733,0.00024479607,0.001708443,0.002111421,0.00071999547,0.0000123607915,0.0002535881,0.00013434766,0.000033334883],"category_scores_gemma":[0.01227978,0.00023509416,0.000035499415,0.005849134,0.000061146806,0.00012719199,0.00021061704,0.0029483961,0.00003726592],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[8.819969e-7,0.0000049570813,0.0016095842,0.866051,0.0000074312243,8.253026e-7,0.016591823,0.00002032227,8.1098605e-8,0.0014537909,0.00063117984,0.11362809],"study_design_scores_gemma":[0.00022386867,0.00003617779,0.00013319466,0.7856356,0.000005896657,4.5762235e-7,0.009715213,0.000010657882,2.1450209e-8,0.000017653385,0.20409203,0.00012926148],"about_ca_topic_score_codex":0.0022894249,"about_ca_topic_score_gemma":0.00039285215,"teacher_disagreement_score":0.20346084,"about_ca_system_score_codex":0.0011457768,"about_ca_system_score_gemma":0.0032925508,"threshold_uncertainty_score":0.99935186},"labels":[],"label_agreement":null},{"id":"W4390079896","doi":"10.1093/geroni/igad104.2682","title":"DIFFERENCES IN CONFORMITY TO MASCULINE NORMS ACROSS AGE COHORTS","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Gender Roles and Identity Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Conformity; Masculinity; Demography; Psychology; Analysis of variance; Middle age; Young adult; Hegemonic masculinity; Age groups; Developmental psychology; Gerontology; Medicine; Social psychology; Internal medicine; Sociology","score_opus":0.06910614769032064,"score_gpt":0.3680624897490684,"score_spread":0.29895634205874777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390079896","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9883516,0.0000078124285,0.000101662525,0.008644808,0.00030953615,0.00016689145,0.0000027775077,0.000061092105,0.0023538112],"genre_scores_gemma":[0.99830306,0.000037073416,0.000044359193,0.00032785765,0.000070576185,0.000025516805,0.000008067773,0.0000032750954,0.0011802224],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989931,0.000029121762,0.00029157067,0.00014521768,0.00025023645,0.00029074436],"domain_scores_gemma":[0.999753,0.000024772004,0.000049630653,0.000068033514,0.00008592736,0.000018617906],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012857277,0.000057219542,0.00012805188,0.000297587,0.00023294683,0.000106692416,0.00012369876,0.00003534751,0.0000094807665],"category_scores_gemma":[0.00030112805,0.000056238063,0.00001256864,0.0035473695,0.000032693188,0.00018221691,0.000093688715,0.00009213247,0.000053033167],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000018257709,0.000011843141,0.9144759,0.000010063954,0.0000037241766,0.000008746908,0.07473577,0.00003495324,0.0000579688,0.0058258474,0.00087120733,0.003962153],"study_design_scores_gemma":[0.00014315479,0.0000041653852,0.92864096,0.00002965763,4.7336013e-7,5.725566e-8,0.06381726,0.00003779069,0.000021418906,0.0024984526,0.004726367,0.00008026478],"about_ca_topic_score_codex":0.007367165,"about_ca_topic_score_gemma":0.062237818,"teacher_disagreement_score":0.054870654,"about_ca_system_score_codex":0.00008028038,"about_ca_system_score_gemma":0.00003045095,"threshold_uncertainty_score":0.99924284},"labels":[],"label_agreement":null},{"id":"W4390079919","doi":"10.1093/geroni/igad104.2897","title":"HEALTH-SEEKING BEHAVIOR OF COMMUNITY-LIVING OLDER ADULTS RELATES TO AWARENESS OF COMMUNITY SERVICES","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; University of Waterloo; Western University","funders":"","keywords":"Gerontology; Psychological resilience; Social support; Psychology; CLARITY; Community health; Medicine; Public health; Social psychology; Nursing","score_opus":0.06626028794896026,"score_gpt":0.4092299972054856,"score_spread":0.3429697092565253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390079919","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9925274,0.000033729168,0.00006238821,0.0063631637,0.00026209437,0.00027815104,0.000009473582,0.0000724603,0.0003911288],"genre_scores_gemma":[0.9976979,0.000025698931,0.00011659726,0.0020270657,0.000026352634,0.000031162588,0.000023510938,0.000010109717,0.000041629337],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976846,0.0008980274,0.00075725926,0.000061491264,0.00027693145,0.0003216932],"domain_scores_gemma":[0.9980407,0.0010423333,0.00033177852,0.00024036008,0.0003006681,0.00004418933],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0055214847,0.000076061915,0.00025658845,0.00053652824,0.0009730994,0.000025376867,0.00034395177,0.000066863926,0.000018386701],"category_scores_gemma":[0.00048504383,0.000086803986,0.000021564421,0.0033245392,0.000072644594,0.00021282879,0.00017541692,0.00042089203,0.0000030727779],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002665582,0.00005794338,0.7037439,0.00082841393,0.0000024613407,2.013687e-7,0.2820624,0.0000452471,0.000029145658,0.0034494183,0.0000725072,0.009705714],"study_design_scores_gemma":[0.00011659949,0.000011566864,0.80666333,0.0016549586,0.0000014535892,9.064721e-8,0.19090156,0.000031962405,0.00006132479,0.0002138872,0.0002825171,0.000060751954],"about_ca_topic_score_codex":0.2625957,"about_ca_topic_score_gemma":0.055317163,"teacher_disagreement_score":0.20727855,"about_ca_system_score_codex":0.00012367655,"about_ca_system_score_gemma":0.00017815287,"threshold_uncertainty_score":0.96192086},"labels":[],"label_agreement":null},{"id":"W4390079928","doi":"10.1093/geroni/igad104.3049","title":"COMPREHENSIVE MOBILITY FRAMEWORK VERIFICATION USING CANADIAN LONGITUDINAL STUDY ON AGING DATA","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Psychosocial; Structural equation modeling; Gerontology; Cognition; Psychology; Quality of life (healthcare); Destinations; Longitudinal study; Demography; Medicine; Geography; Computer science; Sociology; Psychiatry","score_opus":0.2582655441468449,"score_gpt":0.43722846675791177,"score_spread":0.1789629226110669,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390079928","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99541116,0.000027866636,0.0014572748,0.0014877492,0.0005614426,0.000425052,0.0000135590335,0.00012153276,0.00049437553],"genre_scores_gemma":[0.99892867,0.000016414697,0.0003854348,0.00019617502,0.00032109223,0.000018266139,0.00007340947,0.000010981991,0.00004958358],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982746,0.00019218022,0.0003891085,0.00042649725,0.0003746346,0.0003429677],"domain_scores_gemma":[0.9988513,0.00022433118,0.00014142704,0.0004516313,0.00028608472,0.00004524597],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016878428,0.000111273286,0.0001434051,0.0007605204,0.0009994202,0.0001347485,0.00031564708,0.00005820361,0.000028275856],"category_scores_gemma":[0.00063899264,0.00012790006,0.000011819215,0.004081036,0.00008982933,0.00038135427,0.00007542716,0.00022873233,0.00003003927],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002895884,0.00005385033,0.76823545,0.000011462936,0.000018515968,0.000010771367,0.21798755,0.0005469897,0.000028517643,0.010925191,0.0007938701,0.0013849117],"study_design_scores_gemma":[0.0001314824,0.000009276351,0.96158653,0.00006425951,0.0000067292917,1.6377314e-7,0.029554516,0.0017263006,0.0000073748693,0.0031342413,0.0036356375,0.00014350656],"about_ca_topic_score_codex":0.5136051,"about_ca_topic_score_gemma":0.5080601,"teacher_disagreement_score":0.19335105,"about_ca_system_score_codex":0.00034970793,"about_ca_system_score_gemma":0.0003149938,"threshold_uncertainty_score":0.76868325},"labels":[],"label_agreement":null},{"id":"W4390079947","doi":"10.1093/geroni/igad104.2697","title":"CHANGES AMONG COLLEGE STUDENTS’ ATTITUDES, KNOWLEDGE, AND INTENTION TO WORK WITH OLDER ADULTS","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Psychology; Psychological intervention; Intervention (counseling); Aging in the American workforce; Perception; Workforce; Young adult; Knowledge level; Gerontology; Clinical psychology; Developmental psychology; Medicine","score_opus":0.0434361403198329,"score_gpt":0.3968329963023405,"score_spread":0.3533968559825076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390079947","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99520427,0.000075860786,0.00028424754,0.0017216561,0.00028247398,0.00035818506,0.0000020481634,0.00011597405,0.001955311],"genre_scores_gemma":[0.99135154,0.0000022102524,0.00007842426,0.00015684751,0.000048440153,0.0002188979,0.000020045583,0.000016012913,0.008107562],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989746,0.000076689015,0.00019675551,0.00031127548,0.00015327294,0.00028741],"domain_scores_gemma":[0.99951524,0.00007790095,0.000051097923,0.0001580713,0.00016586491,0.00003184407],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00074497564,0.00009426667,0.00012448491,0.0008941353,0.00008341733,0.000030028616,0.00012752131,0.000067956564,0.00006381701],"category_scores_gemma":[0.00004723944,0.00008730325,0.0000059355225,0.0034538535,0.00006181398,0.000059416427,0.000100325255,0.00019834175,0.00014876509],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007548196,0.00006907453,0.97138286,0.00002821272,0.000026921462,0.000027920089,0.010274269,0.0000013413165,0.000008014117,0.002058034,0.004562301,0.011485563],"study_design_scores_gemma":[0.0008729154,0.000051749204,0.9938813,0.00041002978,0.0000025354855,0.0000037311522,0.0040903,0.000015231754,0.000014371202,0.000027522914,0.00053015904,0.00010014243],"about_ca_topic_score_codex":0.00013897585,"about_ca_topic_score_gemma":0.0015742868,"teacher_disagreement_score":0.022498444,"about_ca_system_score_codex":0.00004351058,"about_ca_system_score_gemma":0.000012515532,"threshold_uncertainty_score":0.3560123},"labels":[],"label_agreement":null},{"id":"W4390079950","doi":"10.1093/geroni/igad104.2821","title":"SOCIAL ISOLATION IN OLDER ADULTS POST HIP SURGERY IS CORRELATED WITH MOBILITY AND PHYSIOLOGICAL INDICATORS","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University Health Network; Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"Social isolation; Sleep (system call); Physical therapy; Rehabilitation; Medicine; Correlation; Physical medicine and rehabilitation; Psychology; Computer science; Mathematics","score_opus":0.042029061297694105,"score_gpt":0.3446450875444609,"score_spread":0.30261602624676676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390079950","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9900662,0.000009263877,0.000012451843,0.009359375,0.00009672784,0.0001907919,0.0000024659646,0.00006009517,0.00020265332],"genre_scores_gemma":[0.99819845,0.000016025013,0.000011103503,0.001631533,0.000052375864,0.000020261388,0.000028016922,0.000004215602,0.000038031085],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989984,0.00011303566,0.00031417704,0.00016488839,0.00016410559,0.00024540292],"domain_scores_gemma":[0.9995199,0.00024313306,0.00010407529,0.000038284266,0.000073156894,0.00002145831],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011571586,0.000057111352,0.00012731447,0.00042082515,0.00021983405,0.000029148794,0.000038798527,0.00009995349,0.00004128553],"category_scores_gemma":[0.0003157752,0.000051980867,0.000010098798,0.0032710559,0.000098171244,0.00017975326,0.000018022114,0.00015784902,0.0000045654024],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018698996,0.000020631815,0.9693885,0.000039739378,0.0000013490007,0.0000021063533,0.022357464,0.0000039914426,0.000005003243,0.003071813,0.00045355118,0.0046371426],"study_design_scores_gemma":[0.00022018778,0.0000040949926,0.99057376,0.00008254185,5.708255e-7,7.929526e-8,0.008200319,0.00023327576,0.000004393553,0.00044261952,0.00017157529,0.00006656942],"about_ca_topic_score_codex":0.0036558956,"about_ca_topic_score_gemma":0.000902753,"teacher_disagreement_score":0.021185264,"about_ca_system_score_codex":0.00009654504,"about_ca_system_score_gemma":0.00012720667,"threshold_uncertainty_score":0.5526645},"labels":[],"label_agreement":null},{"id":"W4390079969","doi":"10.1093/geroni/igad104.3199","title":"AVENUES OF SOCIAL ISOLATION AND HEALTH AMONG OLDER CHINESE MIGRANTS: A STRUCTURAL EQUATION MODELING APPROACH","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Loneliness; Structural equation modeling; Social isolation; Mental health; Psychology; Information and Communications Technology; Gerontology; Medicine; Social psychology; Political science; Psychiatry","score_opus":0.07794815733686355,"score_gpt":0.39610969556570025,"score_spread":0.3181615382288367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390079969","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9893727,0.000034884044,0.00544548,0.0044675022,0.00012784432,0.00018527766,0.0000029743562,0.0000434241,0.00031991885],"genre_scores_gemma":[0.9991071,0.000017758484,0.00036007605,0.00029983182,0.00012760673,0.000010499214,0.000040546638,0.00000552096,0.000031034484],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990259,0.00008148073,0.00038578772,0.00010887031,0.00020025957,0.00019771562],"domain_scores_gemma":[0.9996567,0.000040449646,0.000161509,0.000034829354,0.00008842501,0.000018090417],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014245649,0.0000515988,0.000121936784,0.0003036644,0.00033867362,0.000033615815,0.000043971522,0.000047809346,0.0000047565477],"category_scores_gemma":[0.00014648386,0.000052451993,0.000011972573,0.0015242178,0.000045163742,0.00029094538,0.000015590967,0.00008435466,4.5418457e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000022753554,0.0000047938875,0.85386574,0.00017153608,0.0000025617037,1.1495727e-7,0.10535851,0.0016154229,0.0000076031233,0.0339002,0.000049051676,0.0050221947],"study_design_scores_gemma":[0.00017219494,0.0000021520666,0.73691285,0.00004846942,6.22752e-7,5.2186817e-8,0.009946535,0.2485921,6.772107e-7,0.004261366,0.000016086828,0.00004692681],"about_ca_topic_score_codex":0.0075784717,"about_ca_topic_score_gemma":0.001219359,"teacher_disagreement_score":0.24697667,"about_ca_system_score_codex":0.00008014182,"about_ca_system_score_gemma":0.000092224975,"threshold_uncertainty_score":0.9990302},"labels":[],"label_agreement":null},{"id":"W4390080004","doi":"10.1093/geroni/igad104.3097","title":"CARE TRAJECTORIES AND WELLBEING OUTCOMES OF OLDER CARERS","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Loneliness; Disadvantage; Psychology; Gerontology; Mental health; Health care; Life course approach; Sample (material); Medicine; Developmental psychology; Social psychology; Psychiatry; Political science","score_opus":0.03056245742803188,"score_gpt":0.3611128420765978,"score_spread":0.3305503846485659,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390080004","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9904804,0.00008377326,0.000026451677,0.0059508467,0.00035556013,0.00009768868,0.0000026121959,0.000052258125,0.0029503775],"genre_scores_gemma":[0.9989717,0.00005110155,0.00010575706,0.0005475022,0.000040844596,0.0000072982693,0.0000051700054,0.0000045407796,0.00026608346],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992949,0.000034814697,0.00024281464,0.0000847012,0.00015848044,0.00018432632],"domain_scores_gemma":[0.9996257,0.00015243547,0.000058827038,0.000047827234,0.00009807369,0.000017154367],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044764628,0.00004248564,0.000107365595,0.00026563086,0.0001605586,0.000024017272,0.00005032481,0.000036882506,0.000013533166],"category_scores_gemma":[0.00022246708,0.000042829455,0.000010558229,0.0013320534,0.00006508213,0.00012773846,0.000018113436,0.000058149508,0.0000013406232],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[4.606648e-7,0.0000012295764,0.8866358,0.00009771205,0.0000018665601,6.718649e-7,0.06739203,0.000008824004,0.000008083599,0.04227807,0.00013683112,0.0034384695],"study_design_scores_gemma":[0.00011509533,0.0000015335806,0.88004637,0.000056079567,9.43947e-7,3.130866e-8,0.1143006,0.000009120334,0.000053752974,0.000552071,0.004818449,0.00004594021],"about_ca_topic_score_codex":0.007053869,"about_ca_topic_score_gemma":0.0020128244,"teacher_disagreement_score":0.04690857,"about_ca_system_score_codex":0.00005553912,"about_ca_system_score_gemma":0.000082936385,"threshold_uncertainty_score":0.99955827},"labels":[],"label_agreement":null},{"id":"W4390080025","doi":"10.1093/geroni/igad104.2601","title":"DISPARITIES IN MOCA AND MMSE SCORES AMONG DIVERSE OLDER ADULTS: A CASE ANALYSIS OF CREOLE-SPEAKING PARTICIPANTS","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dementia; Montreal Cognitive Assessment; Demography; Gerontology; Psychology; Cognition; Test (biology); Analysis of variance; Medicine; Clinical psychology; Audiology; Cognitive impairment; Internal medicine; Psychiatry; Disease","score_opus":0.0820309295662793,"score_gpt":0.41541279859944596,"score_spread":0.3333818690331667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390080025","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9987072,0.000035430767,0.00008723436,0.0004624032,0.00015283594,0.000340563,0.000018900802,0.00008344948,0.000112015616],"genre_scores_gemma":[0.9994672,0.000033368437,0.00006668285,0.00015703888,0.000028750925,0.00013442038,0.000020616593,0.000014498995,0.00007741463],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979338,0.00019597707,0.0009410076,0.00027788873,0.00019107758,0.00046021995],"domain_scores_gemma":[0.9985888,0.00064912235,0.00031995247,0.00019038361,0.00022523891,0.000026530774],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011282982,0.00012895191,0.00037269574,0.0023461205,0.00026076773,0.0000127610865,0.0000711991,0.00007373441,0.000038301132],"category_scores_gemma":[0.0010697731,0.00012726268,0.000025440275,0.0067083244,0.00011693779,0.00027930524,0.00023244087,0.00031178433,0.000006647887],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009231994,0.000025073614,0.9469063,0.00030821157,0.00008943217,0.00014819337,0.05063637,0.00060890743,0.000028370772,0.00020095508,0.00009479199,0.0009441343],"study_design_scores_gemma":[0.00078124757,0.0000061811447,0.9479114,0.0015376862,0.00006298546,5.929482e-7,0.034893855,0.014574999,0.0000211149,0.00008846147,0.000006521226,0.00011495359],"about_ca_topic_score_codex":0.013781038,"about_ca_topic_score_gemma":0.055593804,"teacher_disagreement_score":0.041812766,"about_ca_system_score_codex":0.000092322334,"about_ca_system_score_gemma":0.00003531639,"threshold_uncertainty_score":0.9927863},"labels":[],"label_agreement":null},{"id":"W4390080029","doi":"10.1093/geroni/igad104.2901","title":"RESILIENCE IN JAPANESE OLDER IMMIGRANTS AND ROLES OF COMMUNITY SUPPORT DURING THE COVID-19 PANDEMIC","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Resilience and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychological resilience; Immigration; Pandemic; Social support; Feeling; Psychology; Gerontology; Public relations; Medicine; Coronavirus disease 2019 (COVID-19); Political science; Social psychology","score_opus":0.06529711019817434,"score_gpt":0.4226057208947326,"score_spread":0.3573086106965582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390080029","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99833256,0.000035130484,0.0000073787437,0.0007462511,0.00008049734,0.00018457473,0.000003179618,0.000028397246,0.0005820292],"genre_scores_gemma":[0.9985735,0.000032378248,0.0000032454152,0.0009795342,0.000009443239,0.000031971067,0.000008662148,0.000005183388,0.00035609934],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99896544,0.00021511625,0.00039923645,0.00010785995,0.00011314615,0.00019917905],"domain_scores_gemma":[0.9994002,0.00023259231,0.00011206525,0.00021140651,0.000022426273,0.000021314323],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018203044,0.00005988506,0.00010334215,0.0004197738,0.00012234191,0.000007542441,0.00015215958,0.000042282776,0.000034955134],"category_scores_gemma":[0.00012662054,0.000049718918,0.000007109331,0.0018295579,0.0001114024,0.000092863374,0.000062401945,0.00027444548,0.000010257107],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025122486,0.000029182118,0.91713905,0.00008099119,0.0000015112307,0.0000068372597,0.07443719,0.000060775175,0.0036995155,0.00033626062,0.000096462754,0.0040870993],"study_design_scores_gemma":[0.000534962,0.000014476027,0.9403803,0.000040531435,5.766251e-7,0.00002309987,0.05835825,0.000025849686,0.00017717351,0.00030968778,0.000090440284,0.000044707245],"about_ca_topic_score_codex":0.0053384146,"about_ca_topic_score_gemma":0.0029154774,"teacher_disagreement_score":0.023241198,"about_ca_system_score_codex":0.00006777487,"about_ca_system_score_gemma":0.000042000782,"threshold_uncertainty_score":0.8070122},"labels":[],"label_agreement":null},{"id":"W4390080040","doi":"10.1093/geroni/igad104.3533","title":"PRESSURED TOUCH FOOT CARE TO RELIEVE CHRONIC PAIN AND IMPROVE QUALITY OF LIFE","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Intervention (counseling); Chronic pain; Quality of life (healthcare); Psychological intervention; Physical therapy; Modalities; Grief; Nursing; Psychiatry","score_opus":0.02343980613818721,"score_gpt":0.3395841500224185,"score_spread":0.3161443438842313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390080040","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99507976,0.00013064509,0.00064473355,0.0029089944,0.00011322067,0.00048994186,0.0000035449953,0.00005459869,0.0005745609],"genre_scores_gemma":[0.9988205,0.0000045234747,0.00043092528,0.00040712403,0.000086262284,0.0000388281,0.000045258865,0.0000082751885,0.0001583175],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9989418,0.000103300845,0.0004838479,0.00017395534,0.00017843016,0.00011867728],"domain_scores_gemma":[0.99925643,0.00020729889,0.00009845457,0.00015706787,0.00024964003,0.000031095267],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014212683,0.00006552867,0.00017302112,0.00037448207,0.000023680408,0.0000064531378,0.00002921994,0.00005360804,0.000011466285],"category_scores_gemma":[0.002257099,0.000060763272,0.000020063566,0.0014152616,0.000028769557,0.0000460962,0.000029654388,0.00009904919,0.000003612181],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012248273,0.000051093913,0.326317,0.008134432,0.000037439164,0.0000012290765,0.013344831,0.00022576506,0.5333051,0.0053648837,0.0011288992,0.111966796],"study_design_scores_gemma":[0.0010731332,0.00029673913,0.98901325,0.00043812612,0.000004403528,9.43592e-8,0.0035844373,0.0009452617,0.0029592558,0.00041482944,0.0011670667,0.000103389786],"about_ca_topic_score_codex":0.00016322933,"about_ca_topic_score_gemma":0.00004647145,"teacher_disagreement_score":0.66269624,"about_ca_system_score_codex":0.00007567997,"about_ca_system_score_gemma":0.000091641494,"threshold_uncertainty_score":0.2702121},"labels":[],"label_agreement":null},{"id":"W4390080046","doi":"10.1093/geroni/igad104.2309","title":"THE VARIATION IN DAILY HABITUAL PHYSICAL ACTIVITY LINKS TO GLOBAL COGNITIVE FUNCTION IN OLDER ADULTS","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Physical Activity and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Cognition; Physical activity; Activities of daily living; Gerontology; Activity monitor; Physical therapy; Physical medicine and rehabilitation; Psychology; Medicine; Cognitive impairment","score_opus":0.032711763333857426,"score_gpt":0.3472936873421342,"score_spread":0.3145819240082768,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390080046","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9893168,0.0000022129407,0.0013768466,0.008129449,0.00015843588,0.0004938159,0.000004122865,0.00005285208,0.00046544732],"genre_scores_gemma":[0.9989651,0.0000020581367,0.000014357144,0.0006733606,0.00020849559,0.00008049462,0.000023012748,0.0000068195964,0.000026290169],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99899006,0.00007745663,0.00022831347,0.00023321033,0.00022866669,0.00024229648],"domain_scores_gemma":[0.99940705,0.0002850228,0.00007504502,0.000088158034,0.000116860276,0.000027848457],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005267388,0.00008653772,0.00017137453,0.00027529645,0.00006603758,0.00002026131,0.000036474114,0.000082658415,0.0000021464366],"category_scores_gemma":[0.00047306056,0.00007552018,0.000016656333,0.004399452,0.000021734664,0.00022527007,0.000036318343,0.0005202288,0.00004636373],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0039259717,0.0035307636,0.34903398,0.0003188334,0.000035539695,0.00004120556,0.021309847,0.0005645955,0.011590154,0.02438283,0.0003816807,0.5848846],"study_design_scores_gemma":[0.0017278593,0.000111786976,0.98347425,0.00043083687,0.0000041293856,6.6602877e-7,0.00057922694,0.010853205,0.00028829652,0.0024242816,0.000034219727,0.00007121062],"about_ca_topic_score_codex":0.0005647817,"about_ca_topic_score_gemma":0.00071800925,"teacher_disagreement_score":0.6344403,"about_ca_system_score_codex":0.00029011065,"about_ca_system_score_gemma":0.00011091738,"threshold_uncertainty_score":0.3079624},"labels":[],"label_agreement":null},{"id":"W4390080058","doi":"10.1093/geroni/igad104.3656","title":"THE RELATIONSHIP BETWEEN SEDENTARY BEHAVIOR AND COGNITIVE DOMAINS AMONG PEOPLE LIVING WITH DEMENTIA","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cognition; Psychology; Actigraphy; Memory span; Dementia; Digit symbol substitution test; Gerontology; Sedentary behavior; Test (biology); Cognitive decline; Cognitive test; Verbal learning; Developmental psychology; Medicine; Physical therapy; Working memory; Psychiatry; Physical activity","score_opus":0.0370083278707055,"score_gpt":0.34299864233375127,"score_spread":0.30599031446304575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390080058","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9970336,0.000027914466,0.00058693957,0.0007637997,0.000029017863,0.0005315807,0.0000035223636,0.000058940106,0.000964696],"genre_scores_gemma":[0.9991037,0.0000079764695,0.000048689657,0.000088937595,0.00005331622,0.0001804464,0.00009472095,0.000014789174,0.00040737595],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99891984,0.0000677964,0.00026261914,0.00017887268,0.00032496246,0.000245922],"domain_scores_gemma":[0.99859196,0.0010361669,0.000074463795,0.00008032649,0.00018338085,0.00003369551],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009995269,0.000083172985,0.00009716051,0.00044768088,0.00031474154,0.00007861256,0.00004029543,0.00003019807,0.000030478766],"category_scores_gemma":[0.0004278367,0.000062998675,0.000012054385,0.0021515856,0.00009860355,0.00018079553,0.00006918973,0.00023815433,0.000014313087],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000138296955,0.000022130835,0.99359727,0.000028588967,0.00004262234,0.000018824623,0.00083513325,2.660795e-7,0.00007055695,0.00029626666,0.00004666057,0.0050278343],"study_design_scores_gemma":[0.00092807785,0.000071730334,0.9936565,0.00040639847,0.0001015512,0.0000061083465,0.004431989,0.000034382505,0.00011754389,0.00015253223,0.00001938489,0.00007376831],"about_ca_topic_score_codex":0.00006638442,"about_ca_topic_score_gemma":0.00014129675,"teacher_disagreement_score":0.004954066,"about_ca_system_score_codex":0.00003309439,"about_ca_system_score_gemma":0.000050382918,"threshold_uncertainty_score":0.25690114},"labels":[],"label_agreement":null},{"id":"W4390080064","doi":"10.1093/geroni/igad104.2824","title":"UNDERSTANDING THE COMPLEXITY AND USE CHALLENGES OF MEDICARE PLAN FINDER FOR OLDER ADULTS","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Plan (archaeology); Set (abstract data type); Task (project management); Computer science; Health plan; Operations research; Health care; Engineering; Geography; Systems engineering","score_opus":0.32073306367379295,"score_gpt":0.37062709852084746,"score_spread":0.049894034847054514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390080064","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96369934,0.00019233137,0.0045345654,0.02792903,0.00015638315,0.0008910463,0.000017886961,0.00010034923,0.0024790424],"genre_scores_gemma":[0.99948525,0.00005777867,0.0000767662,0.00020467663,0.00003658087,0.000026795944,0.0000652585,0.0000076061806,0.0000392949],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9994128,0.000012116452,0.00020438666,0.00011856077,0.00014435854,0.00010777868],"domain_scores_gemma":[0.9995797,0.00017434456,0.000070648784,0.0001085774,0.000055926037,0.000010748638],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033406145,0.000054669646,0.00009737246,0.00024798856,0.000044190787,0.000014587989,0.000036126472,0.00002201253,0.00001531782],"category_scores_gemma":[0.00014888699,0.000042443597,0.00001123698,0.00051008246,0.00010261008,0.00007881411,0.000036319336,0.00005961206,5.3510735e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011750459,0.00005027486,0.037244886,0.0021258572,0.00009052618,0.000011506311,0.012404173,0.000060038707,0.000054686185,0.93579525,0.004475075,0.0075702523],"study_design_scores_gemma":[0.003542049,0.000037636437,0.87931067,0.0013866625,0.00003225238,0.000002344328,0.07431584,0.00806874,0.00004423501,0.03259239,0.0005626497,0.000104563864],"about_ca_topic_score_codex":0.000019142886,"about_ca_topic_score_gemma":0.000041549134,"teacher_disagreement_score":0.90320283,"about_ca_system_score_codex":0.000053914056,"about_ca_system_score_gemma":0.000029471394,"threshold_uncertainty_score":0.17307997},"labels":[],"label_agreement":null},{"id":"W4390080073","doi":"10.1093/geroni/igad104.2826","title":"A SYSTEMATIC REVIEW OF EFFECTIVE STRATEGIES OR INTERVENTIONS TO SUPPORT DRIVING CESSATION AMONG OLDER ADULTS","year":2023,"lang":"en","type":"review","venue":"Innovation in Aging","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Psychological intervention; Dementia; Medicine; Systematic review; Psychology; Gerontology; MEDLINE; Nursing; Political science","score_opus":0.11004587280769862,"score_gpt":0.5003407987583168,"score_spread":0.3902949259506182,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390080073","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0003436678,0.9703295,0.0018851039,0.00017730371,0.0013745552,0.024714673,0.00005430284,0.00037324717,0.0007476072],"genre_scores_gemma":[0.0012607706,0.98419726,0.00011321876,0.0001452746,0.00012903358,0.012868297,0.00021713873,0.00011675784,0.0009522543],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9913361,0.0015691099,0.0055550835,0.0005663195,0.0004832463,0.00049014273],"domain_scores_gemma":[0.99183553,0.0027518761,0.0036972624,0.00058410753,0.0010890955,0.000042127744],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0046708183,0.00047870344,0.0032373187,0.0021700838,0.00026749098,0.000032125117,0.00039960328,0.00026312837,0.000105932006],"category_scores_gemma":[0.008181234,0.0003662576,0.0003150761,0.006650574,0.000049407754,0.00038342422,0.00037567347,0.0009441258,0.0002020945],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[8.701139e-7,0.00003399719,0.0009211679,0.9807181,0.00017840904,0.000006378888,0.0038838116,8.742168e-7,4.9744685e-8,0.000333172,0.0009753466,0.012947862],"study_design_scores_gemma":[0.00024207204,0.000047674166,0.0037557136,0.9899838,0.0006241273,0.000001730762,0.004198741,0.000003675747,1.2586723e-7,0.00004470612,0.0007932532,0.00030439845],"about_ca_topic_score_codex":0.00011257569,"about_ca_topic_score_gemma":0.0021072659,"teacher_disagreement_score":0.013867715,"about_ca_system_score_codex":0.00065240887,"about_ca_system_score_gemma":0.00057390064,"threshold_uncertainty_score":0.99987894},"labels":[],"label_agreement":null},{"id":"W4390080078","doi":"10.1093/geroni/igad104.2307","title":"DETERMINANTS OF PHYSICAL ACTIVITY IN COMMUNITY-DWELLING OLDER ADULTS: AN UMBRELLA REVIEW","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Physical Activity and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Walkability; Gerontology; Medicine; Longitudinal study; Physical activity; Mental health; Psychology; Physical therapy; Psychiatry","score_opus":0.10380707327350541,"score_gpt":0.42203449886566313,"score_spread":0.3182274255921577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390080078","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99875116,0.00004193248,0.000037319252,0.00057085865,0.000028649618,0.00027957288,0.000002491825,0.000037900805,0.0002501227],"genre_scores_gemma":[0.999249,0.00018415769,0.000041225245,0.00041429026,0.000051589068,0.000016768778,0.000019892721,0.0000104417,0.000012676191],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99905634,0.00016577433,0.00031026418,0.00012671218,0.00016657337,0.00017431178],"domain_scores_gemma":[0.9993112,0.00020607485,0.00014560053,0.00022325298,0.0000887779,0.00002509515],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008658946,0.0000806791,0.00038140584,0.00031684389,0.000045917634,0.0000037040475,0.00007023103,0.00003663967,0.0000042139764],"category_scores_gemma":[0.00018852373,0.00007906692,0.00002431653,0.0024911906,0.00003358739,0.00019984569,0.00003822878,0.0005633111,0.000009485148],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024728398,0.006700754,0.30630672,0.030215459,0.00001291852,0.000051865394,0.015842745,0.0000849439,0.03093075,0.001483275,0.000118899756,0.6080044],"study_design_scores_gemma":[0.0015958179,0.0002624462,0.9212727,0.031370457,0.000012224266,0.000004340091,0.00063537114,0.026232637,0.017353686,0.0009784192,0.000106343294,0.00017556065],"about_ca_topic_score_codex":0.0005855945,"about_ca_topic_score_gemma":0.000114016075,"teacher_disagreement_score":0.614966,"about_ca_system_score_codex":0.0000612659,"about_ca_system_score_gemma":0.00006076755,"threshold_uncertainty_score":0.32242554},"labels":[],"label_agreement":null},{"id":"W4390080079","doi":"10.1093/geroni/igad104.3691","title":"UTILIZING VALID, RELIABLE, AND PRACTICAL MEASURES OF HEALTH STATUS IN PRIMARY GERIATRIC CARE: TRANSLATING RESEARCH INTO USUAL CARE WITH THE SENIOR’S HEALTH ASSESSMENT REPORT AND PLAN (SHARP™)","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Polypharmacy; Medicine; Psychological intervention; Health care; Test (biology); Grip strength; Medical diagnosis; Geriatrics; Physical therapy; Population; Family medicine; Gerontology; Nursing; Intensive care medicine; Psychiatry","score_opus":0.13951815381858237,"score_gpt":0.45168690804506856,"score_spread":0.31216875422648616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390080079","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96646446,0.0014078573,0.0003588923,0.029856894,0.00007118346,0.0010971172,0.000007501343,0.000053754826,0.0006823652],"genre_scores_gemma":[0.9921191,0.00020380276,0.0069815866,0.00034794546,0.000044618904,0.000052353673,0.00020672196,0.00002722001,0.00001668704],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99693143,0.00033008965,0.00097072416,0.000394677,0.00089084654,0.0004822041],"domain_scores_gemma":[0.99847466,0.0003826781,0.00034110568,0.00025159714,0.00048467203,0.00006527966],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0058018514,0.00013159335,0.00037370593,0.00096713065,0.00020399099,0.0000431813,0.000041184467,0.00006161696,0.0000014102424],"category_scores_gemma":[0.00041002224,0.0001046881,0.000010271257,0.003521038,0.000114373586,0.0001703635,0.00006614303,0.0007846748,1.970773e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010695885,0.00003820175,0.8727519,0.0031199774,0.00001979626,0.00019036855,0.07217813,0.00010466176,0.0007027873,0.00037186878,0.0004905331,0.049924843],"study_design_scores_gemma":[0.0023805264,0.000408787,0.9086381,0.0017903291,0.000007860685,0.00019926805,0.08474952,0.00046435828,0.00012451505,0.00008975192,0.0010171352,0.0001297969],"about_ca_topic_score_codex":0.005225443,"about_ca_topic_score_gemma":0.0012809893,"teacher_disagreement_score":0.049795043,"about_ca_system_score_codex":0.0006895592,"about_ca_system_score_gemma":0.00220758,"threshold_uncertainty_score":0.7899341},"labels":[],"label_agreement":null},{"id":"W4390080085","doi":"10.1093/geroni/igad104.3757","title":"THROUGH THEIR LENS: A PHOTOVOICE STUDY OF OLDER ADULTS’ EXPERIENCES OF ACCESSIBILITY AND AGING IN COMMUNITY","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Photovoice; Disconnection; Aging in place; Perception; Social isolation; Gerontology; Diversity (politics); Psychology; Sociology; Medicine; Political science; Economic growth","score_opus":0.06705320820266095,"score_gpt":0.368770566757668,"score_spread":0.30171735855500703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390080085","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99879974,0.00006436452,0.00003463339,0.00015757063,0.00008043925,0.00033494746,8.1100063e-7,0.000034731103,0.0004927665],"genre_scores_gemma":[0.9997492,0.000059891194,0.000036400506,0.000050681432,0.000022521022,0.000059010577,0.0000022742238,0.000003913254,0.000016103031],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.998593,0.00037822098,0.0005157772,0.00014799097,0.00021546357,0.00014956895],"domain_scores_gemma":[0.9991072,0.00032385712,0.00023762794,0.00013607033,0.000189552,0.000005682243],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021463542,0.00007554344,0.00018848307,0.00029575042,0.00029484584,0.000023335224,0.00016284273,0.00003102313,0.000006687545],"category_scores_gemma":[0.00039400812,0.000070163886,0.000010808065,0.00294276,0.00019730839,0.00047631533,0.00009245321,0.00015226228,1.6982654e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000033641957,0.0000969841,0.35584894,0.000036441146,0.0000033798826,2.4717215e-7,0.64310914,0.0000055565815,0.00008454125,0.0003141038,0.000014465167,0.0004828072],"study_design_scores_gemma":[0.00027384414,0.000012373002,0.472476,0.0001253885,8.627042e-7,2.2709784e-8,0.52581304,0.000048149403,0.0005296127,0.0006645553,0.000015083596,0.000041072362],"about_ca_topic_score_codex":0.081315175,"about_ca_topic_score_gemma":0.049080953,"teacher_disagreement_score":0.11729612,"about_ca_system_score_codex":0.000031872412,"about_ca_system_score_gemma":0.0000449573,"threshold_uncertainty_score":0.96827084},"labels":[],"label_agreement":null},{"id":"W4390080105","doi":"10.1093/geroni/igad104.2692","title":"AN EVALUATION OF REIMAGINE AGING: A NEW THEORY-BASED PROGRAM TO REDUCE INTERNALIZED AGEISM","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Session (web analytics); Mindfulness; Psychology; Psychological intervention; Retraining; Flexibility (engineering); Acceptance and commitment therapy; Empowerment; Intervention (counseling); Clinical psychology; Gerontology; Medicine","score_opus":0.1659905972999137,"score_gpt":0.5165761941852964,"score_spread":0.3505855968853827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390080105","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9726415,0.000041086616,0.014120998,0.0070222863,0.00047954248,0.0006967464,0.0000022490995,0.00028250678,0.004713051],"genre_scores_gemma":[0.99517035,2.2003223e-7,0.0010990826,0.00043778753,0.00009269175,0.0002526847,0.0000906082,0.000024269943,0.00283229],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99776256,0.0006109663,0.0005292806,0.0003223242,0.0004366844,0.00033821337],"domain_scores_gemma":[0.9987089,0.0001481636,0.00015849678,0.0004384546,0.00049371144,0.000052259595],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006063415,0.0001170536,0.00018715576,0.001526892,0.00004392645,0.00003344463,0.0002749471,0.00007440585,0.0004371525],"category_scores_gemma":[0.0006653615,0.00012195431,0.000026001155,0.0036086612,0.0000660321,0.00010781754,0.000037402257,0.0002619571,0.00010252268],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002518069,0.00031300943,0.030928435,0.000023300949,0.00005862315,0.000020528005,0.015496481,0.0012117726,0.005473762,0.033322394,0.007398229,0.90550166],"study_design_scores_gemma":[0.024646688,0.0016489151,0.65114915,0.0018628637,0.00016582277,0.000040417784,0.017643096,0.16218764,0.026946835,0.096830174,0.015289036,0.0015893447],"about_ca_topic_score_codex":0.0003907093,"about_ca_topic_score_gemma":0.000036475933,"teacher_disagreement_score":0.9039123,"about_ca_system_score_codex":0.00008965663,"about_ca_system_score_gemma":0.00019068764,"threshold_uncertainty_score":0.49731526},"labels":[],"label_agreement":null},{"id":"W4390080119","doi":"10.1093/geroni/igad104.2836","title":"FAMILY INVOLVEMENT IN BRITISH COLUMBIA LTC FACILITIES DURING A PANDEMIC: THE IMPACT OF COVID-19 RESTRICTIONS","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia; Thompson Rivers University","funders":"","keywords":"Focus group; Thematic analysis; Long-term care; Psychology; Qualitative property; Population; Health care; Dementia; Quality of life (healthcare); Qualitative research; Nursing; Gerontology; Medicine; Sociology; Political science; Environmental health","score_opus":0.10335846590625923,"score_gpt":0.4161949712459712,"score_spread":0.31283650533971197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390080119","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99747604,0.00008843766,0.000050851686,0.00088838505,0.0003787239,0.00047934748,0.000056363187,0.000118021206,0.00046382975],"genre_scores_gemma":[0.99784553,0.000117833806,0.00001456972,0.00015604067,0.0000699109,0.00015382812,0.0000419205,0.000010336842,0.001590024],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99831456,0.00022481589,0.0007821788,0.00017004387,0.00018291293,0.00032548944],"domain_scores_gemma":[0.99899924,0.00039422847,0.00021231323,0.00017859548,0.00018701545,0.000028582035],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001318499,0.00006413393,0.0001723573,0.0005403242,0.00041322436,0.000036443213,0.00011339828,0.000085512125,0.00009527185],"category_scores_gemma":[0.00069231866,0.000077689474,0.00003700296,0.004638778,0.000047745874,0.00010944896,0.00007302602,0.00038679194,0.000010267065],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007737573,0.000019180965,0.96539366,0.00013760304,0.000008551673,0.0000062089357,0.016116954,0.00060516066,0.0007908873,0.000101512764,0.016070094,0.0007424498],"study_design_scores_gemma":[0.00070204085,0.000014787905,0.91378653,0.00020018693,0.0000020404264,0.0000014300898,0.081179306,0.00007502425,0.000002461772,0.0028982526,0.0010681524,0.00006978915],"about_ca_topic_score_codex":0.51808816,"about_ca_topic_score_gemma":0.14827202,"teacher_disagreement_score":0.36981615,"about_ca_system_score_codex":0.00095402275,"about_ca_system_score_gemma":0.00065394875,"threshold_uncertainty_score":0.8672698},"labels":[],"label_agreement":null},{"id":"W4390080144","doi":"10.1093/geroni/igad104.2310","title":"ACCEPTABILITY OF HIGH-INTENSITY FUNCTIONAL STRENGTH TRAINING AT HOME FOR POSTINJURY OLDER ADULTS","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Context (archaeology); Intervention (counseling); Psychological intervention; Medicine; Preference; Physical therapy; Population; Descriptive statistics; Randomized controlled trial; Psychology; Nursing","score_opus":0.03193733039514998,"score_gpt":0.3009372630568682,"score_spread":0.2689999326617182,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390080144","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.996158,0.0000099647505,0.0007188852,0.0015572185,0.00082505296,0.00040017595,0.000034217155,0.0000876776,0.00020881306],"genre_scores_gemma":[0.99761105,0.000002363947,0.0013027576,0.0002523212,0.00014721265,0.000041595806,0.00032378742,0.0000126368805,0.0003062652],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99886364,0.000017701197,0.00052727654,0.00022521678,0.00020145196,0.000164689],"domain_scores_gemma":[0.9987655,0.00039496826,0.00014424248,0.00013839579,0.0005331188,0.000023745404],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005571606,0.00008606661,0.00024510585,0.0005967646,0.00005096313,0.0000051523157,0.00003127693,0.00006600011,0.00028154277],"category_scores_gemma":[0.0009603466,0.00008146322,0.00006476098,0.0013636624,0.000054284963,0.00008697371,0.000029159179,0.000112145884,0.0000091679785],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010800645,0.00015289454,0.8805043,0.0006099957,0.000049036582,0.000002640355,0.004433524,0.00013857348,0.006417912,0.0017513521,0.002817181,0.10204253],"study_design_scores_gemma":[0.0019379386,0.00007553642,0.9911852,0.00014479453,0.000008342484,0.000004894348,0.002552775,0.0010027795,0.0023107536,0.00044749043,0.00025410487,0.00007538691],"about_ca_topic_score_codex":0.0000291287,"about_ca_topic_score_gemma":0.00000905446,"teacher_disagreement_score":0.11068091,"about_ca_system_score_codex":0.00013723056,"about_ca_system_score_gemma":0.00007950334,"threshold_uncertainty_score":0.33219737},"labels":[],"label_agreement":null},{"id":"W4390080208","doi":"10.1093/geroni/igad104.2757","title":"PROMOTING PARTICIPATION IN OCCUPATIONS AMONG OLDER ADULTS LIVING WITH NEUROCOGNITIVE DISORDERS AND CAREGIVERS","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Occupational Therapy Practice and Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Université de Sherbrooke; McGill University","funders":"","keywords":"CINAHL; Neurocognitive; PsycINFO; Psychological intervention; Intervention (counseling); Dementia; Gerontology; Activities of daily living; Psychology; Inclusion (mineral); Independent living; Occupational therapy; MEDLINE; Medicine; Clinical psychology; Cognition; Disease; Psychiatry; Social psychology","score_opus":0.055164196271675375,"score_gpt":0.44127571603487264,"score_spread":0.38611151976319724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390080208","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.996128,0.000007122339,0.00021901401,0.0015919985,0.00007739822,0.0008662197,0.0000030501592,0.00007370215,0.0010334617],"genre_scores_gemma":[0.9990674,0.00003882971,0.00007055908,0.00017234133,0.000043188935,0.0004153951,0.00004233661,0.000018214632,0.00013168667],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99840605,0.00035262565,0.00042267144,0.00024512556,0.00023561188,0.0003379221],"domain_scores_gemma":[0.99817604,0.0012522003,0.00019765775,0.00008438562,0.0002628919,0.000026854997],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011767731,0.00008987127,0.00010246037,0.0009491676,0.00035946348,0.000020820034,0.000049962255,0.000066874985,0.00004355203],"category_scores_gemma":[0.0009925436,0.000083202045,0.000006886807,0.003316298,0.000043644275,0.00060603453,0.000053416457,0.0005089081,0.000020417203],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030953906,0.000037103913,0.9327294,0.00010625047,0.0000050187873,0.0000035383327,0.056212805,0.00011349137,0.000057053097,0.00028408782,0.00003136055,0.010388893],"study_design_scores_gemma":[0.0008543858,0.000027422486,0.9624917,0.001274009,0.0000023882822,1.6409778e-7,0.028556464,0.006452877,0.000012884463,0.00018728194,0.000047562913,0.00009288441],"about_ca_topic_score_codex":0.0006115111,"about_ca_topic_score_gemma":0.0025850534,"teacher_disagreement_score":0.02976223,"about_ca_system_score_codex":0.00008488961,"about_ca_system_score_gemma":0.0001237574,"threshold_uncertainty_score":0.3392881},"labels":[],"label_agreement":null},{"id":"W4390080210","doi":"10.1093/geroni/igad104.3752","title":"ACTIVE PARTICIPATION OF OLDER ADULTS AT POLITICAL RALLIES AS A SOURCE OF RESILIENCE: THE CASE OF THE ISRAELI PROTEST","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Democracy; Politics; Psychological resilience; Mental health; Political science; State (computer science); Quarter (Canadian coin); Political economy; Psychology; Sociology; Law; Social psychology; History; Psychiatry","score_opus":0.059468204503455746,"score_gpt":0.4441573016281722,"score_spread":0.38468909712471644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390080210","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9958856,0.000009483162,0.00006914021,0.0026014843,0.00011675507,0.00048499228,0.000005869498,0.000011286248,0.0008154019],"genre_scores_gemma":[0.99911386,6.5028456e-7,0.0000084753665,0.0004237793,0.000019668118,0.000083492676,0.0000044474004,0.000005470996,0.00034015698],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99905056,0.00011992139,0.00042094398,0.00011511594,0.00012475731,0.0001687091],"domain_scores_gemma":[0.9991034,0.00031819387,0.00023970925,0.00019790666,0.00012851464,0.0000122455685],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047071304,0.00005027289,0.000092431685,0.00014484912,0.000061663835,0.0000020619048,0.00008243953,0.000037093592,0.00004578595],"category_scores_gemma":[0.00031515973,0.000033821776,0.000018750423,0.001375648,0.00014924642,0.000037788726,0.000060856357,0.00009763862,0.0000064273686],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005656492,0.00038818762,0.45969978,0.0006806514,0.000031358868,0.00002526156,0.14998198,0.00024782674,0.009335135,0.33734927,0.00045717153,0.041237745],"study_design_scores_gemma":[0.00095153996,0.000091751754,0.9142883,0.00034513982,0.000008662546,0.000023718387,0.034900174,0.00059736846,0.04646468,0.0020418249,0.0002195176,0.00006736022],"about_ca_topic_score_codex":0.0050306823,"about_ca_topic_score_gemma":0.00048497098,"teacher_disagreement_score":0.45458847,"about_ca_system_score_codex":0.00009416521,"about_ca_system_score_gemma":0.00009018792,"threshold_uncertainty_score":0.760492},"labels":[],"label_agreement":null},{"id":"W4390080215","doi":"10.1093/geroni/igad104.2394","title":"JOB AVAILABILITY FOR OLDER WORKERS IN A COMMUNITY: ANALYSIS ON JOB POSTINGS","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Workforce; Business; Quarter (Canadian coin); Work (physics); Demographic economics; Labour economics; Psychology; Economics; Economic growth; Engineering","score_opus":0.21377550316675992,"score_gpt":0.44728780389856604,"score_spread":0.23351230073180612,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390080215","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98688596,0.0000028173927,0.0001308274,0.005157907,0.00014660714,0.00045692854,0.0000035698313,0.000086773856,0.0071286266],"genre_scores_gemma":[0.9988045,0.000003466576,0.00010339323,0.00045538967,0.00004116374,0.00010566539,0.00003167847,0.000006937441,0.0004478025],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99833494,0.00035232422,0.00049725064,0.00020773773,0.00030291377,0.00030485765],"domain_scores_gemma":[0.99888104,0.00058615056,0.00010899975,0.00024229272,0.00015832411,0.000023206387],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006782387,0.00008308248,0.0001698726,0.0008334063,0.00038076355,0.00007939039,0.00020063492,0.00006148374,0.00006401459],"category_scores_gemma":[0.0016313348,0.00009012567,0.00005206455,0.008941852,0.00012676211,0.00014665369,0.000048510705,0.0002143,0.00001582959],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010205766,0.000062028696,0.96652997,0.000030380694,0.000018764616,3.062277e-7,0.025732536,0.00028074416,0.000035752862,0.00327913,0.0004750638,0.0035451006],"study_design_scores_gemma":[0.00028217406,0.000014572302,0.9633555,0.00006537895,0.000011916486,8.704638e-9,0.029312413,0.00036872184,0.000026999101,0.0057833996,0.00067750947,0.000101443766],"about_ca_topic_score_codex":0.019700699,"about_ca_topic_score_gemma":0.0253952,"teacher_disagreement_score":0.011918561,"about_ca_system_score_codex":0.0004278797,"about_ca_system_score_gemma":0.00007615124,"threshold_uncertainty_score":0.9923888},"labels":[],"label_agreement":null},{"id":"W4390080216","doi":"10.1093/geroni/igad104.2863","title":"WHEN POLICY INTENTIONS GO ASTRAY: THE DEPLOYMENT OF HOME CARE AND HOME SUPPORT MARKET TOOLS IN FRANCE AND QUEBEC","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Social Policies and Family","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Concordia University","funders":"","keywords":"Business; Negotiation; Jurisdiction; Public economics; Economics; Political science","score_opus":0.0316369968079224,"score_gpt":0.3286179947662973,"score_spread":0.2969809979583749,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390080216","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9829213,0.000097845914,0.00001803383,0.011042573,0.00011380519,0.00018065941,0.000013647345,0.00002754835,0.0055846088],"genre_scores_gemma":[0.99839294,0.00014922571,0.0000339454,0.00064340146,0.00008688689,0.000023149725,0.0000058417313,0.000005369582,0.00065925036],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992429,0.000058548034,0.00024609437,0.000099570054,0.00017804909,0.00017482921],"domain_scores_gemma":[0.99964577,0.000108436754,0.00007670596,0.000063444866,0.00008820243,0.000017443297],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00063416,0.000050487008,0.00009325099,0.0002939622,0.00014373855,0.00006670072,0.00008306733,0.000040898547,0.000017085928],"category_scores_gemma":[0.0002374441,0.000046539106,0.000011448443,0.0017735945,0.00019307659,0.00016304162,0.000051139978,0.00008996117,0.0000011196342],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000035942624,0.000011876494,0.7057712,0.000041856118,0.000007596241,0.000002168595,0.1383334,0.000008663828,0.0003377048,0.08043312,0.0031252627,0.07192355],"study_design_scores_gemma":[0.00018292495,0.0000075961225,0.9335049,0.000046506335,0.0000014315759,1.5082668e-7,0.05138619,0.000019438467,0.000008498754,0.005650762,0.009133929,0.000057721212],"about_ca_topic_score_codex":0.044957254,"about_ca_topic_score_gemma":0.025573732,"teacher_disagreement_score":0.22773364,"about_ca_system_score_codex":0.00008660132,"about_ca_system_score_gemma":0.00016776497,"threshold_uncertainty_score":0.992207},"labels":[],"label_agreement":null},{"id":"W4390080221","doi":"10.1093/geroni/igad104.2512","title":"WORKING TOGETHER TO PROVIDE GERIATRIC CARE: INTERDISCIPLINARY TEAM CREATION AND EVALUATION IN CANADA","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Geriatrics; Intervention (counseling); Health care; Nursing; Psychology; Medicine; Medical education; Family medicine; Psychiatry; Political science","score_opus":0.042325108280245084,"score_gpt":0.4452138471399957,"score_spread":0.4028887388597506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390080221","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9793284,0.000043615288,0.00016238318,0.008160675,0.0018532325,0.0011854068,0.0000023056634,0.000041319698,0.009222644],"genre_scores_gemma":[0.9961621,0.000003487475,0.00031389642,0.0016034441,0.00016606113,0.00078143465,0.00013615834,0.00001589553,0.00081750384],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99819696,0.00031654345,0.00068357034,0.00024454715,0.00031307217,0.00024528112],"domain_scores_gemma":[0.9990244,0.00019794327,0.00018256308,0.00012092006,0.00044886203,0.000025295869],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012572092,0.00009529727,0.000119787175,0.00087431725,0.00024303196,0.000014263698,0.00006843711,0.000068741145,0.00009064145],"category_scores_gemma":[0.00037079962,0.000098554294,0.0000057662787,0.004558314,0.0000068590816,0.00019924679,0.00011909534,0.0002954664,0.000036429534],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000112744005,0.000019610448,0.7659574,0.00014270398,0.0000049781647,0.0000025488164,0.11533192,0.0017486372,0.0018334417,0.004083523,0.013871834,0.09689064],"study_design_scores_gemma":[0.00085645687,0.000017233782,0.821804,0.0010218713,0.000004797189,4.1543757e-7,0.15715328,0.007320109,0.00012113505,0.0030094374,0.008487577,0.00020372163],"about_ca_topic_score_codex":0.15064515,"about_ca_topic_score_gemma":0.7503527,"teacher_disagreement_score":0.5997075,"about_ca_system_score_codex":0.0023930643,"about_ca_system_score_gemma":0.0036317045,"threshold_uncertainty_score":0.85501075},"labels":[],"label_agreement":null},{"id":"W4390080235","doi":"10.1093/geroni/igad104.2814","title":"FEASIBILITY AND VALIDITY OF WEARABLE TECHNOLOGY FOR ASSESSING MOBILITY AMONG HOSPITALIZED OLDER ADULTS","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Sitting; Wearable computer; Supine position; Physical medicine and rehabilitation; Timed Up and Go test; Physical therapy; Ankle; Test (biology); Medicine; Gait; Psychology; Computer science; Balance (ability)","score_opus":0.044861742474279716,"score_gpt":0.34799307829107884,"score_spread":0.30313133581679913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390080235","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.995006,0.000053675856,0.0017320539,0.0015772895,0.00014835224,0.0011184405,0.000007539881,0.00019174861,0.00016487634],"genre_scores_gemma":[0.99659085,0.000013653709,0.0030826007,0.000050043174,0.000026020534,0.00011283684,0.000029283116,0.00001626647,0.00007844077],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99860275,0.000032545373,0.00061056664,0.00035008686,0.00017088818,0.00023313976],"domain_scores_gemma":[0.99881226,0.00017792074,0.00020100118,0.00031450728,0.0004716597,0.000022659446],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001270614,0.000111575595,0.00030234244,0.0006824934,0.000054964217,0.000017322582,0.000064675995,0.00013888991,0.000011579081],"category_scores_gemma":[0.0020136149,0.00011447328,0.00002783889,0.0027609682,0.00017619536,0.00022657578,0.00006244652,0.0001883868,0.0000013640598],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038388163,0.00009788413,0.9860648,0.00064668147,0.000008658525,0.0000029804635,0.00046951752,0.0000074237882,0.002562623,0.00027320153,0.0000808527,0.009747007],"study_design_scores_gemma":[0.0030476712,0.00005098609,0.9789066,0.0011626856,0.000010957052,0.000003682347,0.00075691973,0.0036428606,0.00814656,0.0041458686,0.000027010461,0.00009824098],"about_ca_topic_score_codex":0.000084627594,"about_ca_topic_score_gemma":0.000014104025,"teacher_disagreement_score":0.009648766,"about_ca_system_score_codex":0.00011274677,"about_ca_system_score_gemma":0.00006615132,"threshold_uncertainty_score":0.4668085},"labels":[],"label_agreement":null},{"id":"W4390080279","doi":"10.1093/geroni/igad104.3463","title":"MAPPING SEDENTARY BEHAVIOUR USING WEARABLE DEVICES AND DIARIES IN OLDER ADULTS WITH FRAILTY: A FEASIBILITY STUDY","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Context (archaeology); Sitting; Psychological intervention; Wearable computer; Wearable technology; Psychology; Gerontology; Medicine; Physical medicine and rehabilitation; Computer science; Psychiatry","score_opus":0.053565295318084405,"score_gpt":0.3349725553523926,"score_spread":0.2814072600343082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390080279","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9973665,0.00006936963,0.0001402209,0.00096460246,0.00009256768,0.0011768822,0.0000033707142,0.00011653394,0.00006994939],"genre_scores_gemma":[0.99865645,0.0000043216837,0.00082836335,0.00027706573,0.000040647476,0.00005462565,0.00003071714,0.00002474223,0.00008304876],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99837416,0.000060449365,0.0005379998,0.00041598594,0.00031759863,0.0002938007],"domain_scores_gemma":[0.9993667,0.00008669589,0.00012315594,0.00023605746,0.00015479932,0.000032605007],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00077716797,0.00016055412,0.00027053145,0.0010310474,0.00008424912,0.00005701273,0.00006329077,0.000058476842,0.000023978642],"category_scores_gemma":[0.00014202816,0.00015295595,0.000010611144,0.003353323,0.000060519942,0.00034680148,0.00008367434,0.0003175014,0.0000047135],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007912181,0.00021723722,0.9770793,0.00019300058,0.000014584825,0.00015478751,0.019368896,0.00008837204,0.00038697882,0.0000071129266,0.000021394868,0.0023892222],"study_design_scores_gemma":[0.004095783,0.000077699035,0.95280087,0.0018817409,0.000012089281,0.000025670526,0.037558723,0.00319344,0.00014709584,0.000047164656,0.000008264487,0.00015145965],"about_ca_topic_score_codex":0.0024333114,"about_ca_topic_score_gemma":0.0022090222,"teacher_disagreement_score":0.024278421,"about_ca_system_score_codex":0.00018377062,"about_ca_system_score_gemma":0.00008794098,"threshold_uncertainty_score":0.62373626},"labels":[],"label_agreement":null},{"id":"W4390080297","doi":"10.1093/geroni/igad104.2325","title":"STRATEGIES TO MITIGATE MACHINE LEARNING BIAS AFFECTING OLDER ADULTS: RESULTS FROM A SCOPING REVIEW","year":2023,"lang":"en","type":"review","venue":"Innovation in Aging","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Athabasca University; Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"CINAHL; Artificial intelligence; Machine learning; Computer science; Digital library; Selection bias; Data science; Psychology; Psychological intervention; Statistics; Mathematics","score_opus":0.10128208237097296,"score_gpt":0.4117821433995242,"score_spread":0.3105000610285512,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390080297","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0003770195,0.9909904,0.00015847672,0.0015743886,0.0005893352,0.0036336258,0.00005871215,0.001305426,0.0013126219],"genre_scores_gemma":[0.00036224793,0.9974002,0.00055135164,0.0002602266,0.000304943,0.0003932919,0.00044563328,0.00010138352,0.00018068573],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9943498,0.0009545173,0.0023740015,0.0010248491,0.0005867088,0.0007101351],"domain_scores_gemma":[0.99592096,0.0017383513,0.0015060541,0.0004641888,0.00030422743,0.0000662316],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0050417483,0.00048346998,0.0015858763,0.0017414829,0.0004923967,0.00028011267,0.0007156207,0.00046567956,0.000036773305],"category_scores_gemma":[0.01124835,0.00049682084,0.00015248811,0.010881742,0.00011710574,0.00045435657,0.0002868723,0.0014701684,0.00023412],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000035991109,0.000015021853,0.00007264353,0.042300932,0.000051938983,0.000045598772,0.011000701,0.000020342837,3.0755888e-7,0.0010292103,0.00031410548,0.9451456],"study_design_scores_gemma":[0.00030017423,0.00001036441,0.000021573424,0.8311991,0.00006701114,0.0000017620335,0.0034814498,0.0000153749,9.41468e-7,0.00017390153,0.16424625,0.00048210938],"about_ca_topic_score_codex":0.006247156,"about_ca_topic_score_gemma":0.011714778,"teacher_disagreement_score":0.94466347,"about_ca_system_score_codex":0.00042672703,"about_ca_system_score_gemma":0.0009081311,"threshold_uncertainty_score":0.99974835},"labels":[],"label_agreement":null},{"id":"W4390080302","doi":"10.1093/geroni/igad104.3535","title":"PREVALENCE OF METABOLIC COMORBIDITIES AMONG COGNITIVELY NORMAL AND IMPAIRED WHITE AND AFRICAN AMERICANS","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Montreal Cognitive Assessment; Diabetes mellitus; Gerontology; Cohort; African american; Cognitive impairment; Internal medicine; Demography; Race (biology); Comorbidity; Disease; Endocrinology","score_opus":0.04240718678223092,"score_gpt":0.3139607445965197,"score_spread":0.27155355781428875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390080302","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9933884,0.0001202199,0.000107676795,0.00065652106,0.000029013874,0.00020040027,0.000020784872,0.00005555233,0.0054213903],"genre_scores_gemma":[0.99906045,0.00012865968,0.00010641574,0.00009151102,0.000027974434,0.000024430494,0.000031898442,0.00000775459,0.000520922],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993182,0.000019137833,0.00024968266,0.00013795705,0.00014419643,0.00013081582],"domain_scores_gemma":[0.9996569,0.0000408954,0.0001170865,0.00007589433,0.000088592176,0.000020638749],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023284517,0.000073870004,0.00015035491,0.0005041872,0.000028345841,0.000018183118,0.000029085897,0.000013927731,0.00003406932],"category_scores_gemma":[0.00007348084,0.00007567971,0.000009228475,0.0013645176,0.00023145908,0.00017131772,0.000060120616,0.00006363592,0.0000012698171],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022046508,0.000019656318,0.98723406,0.00064424204,0.000032533233,0.000014975282,0.0022253152,0.000015132881,0.00036644284,0.0037687512,0.0002699244,0.005386905],"study_design_scores_gemma":[0.00066652504,0.000028307079,0.9908535,0.00022372988,0.00004182797,0.0000023111895,0.00642411,0.0010688434,0.000226282,0.0002537402,0.000143974,0.00006685665],"about_ca_topic_score_codex":0.00011978581,"about_ca_topic_score_gemma":0.0000075523562,"teacher_disagreement_score":0.005671993,"about_ca_system_score_codex":0.000012036791,"about_ca_system_score_gemma":0.000041931864,"threshold_uncertainty_score":0.3086129},"labels":[],"label_agreement":null},{"id":"W4390080315","doi":"10.1093/geroni/igad104.3743","title":"IMPROVING COGNITIVE DECLINE FOR PERSONS LIVING WITH DEMENTIA: A RCT ART THERAPY BASED ON THE ETC FRAMEWORK","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Art Therapy and Mental Health","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Adler","funders":"","keywords":"Dementia; Randomized controlled trial; Quality of life (healthcare); Psychological intervention; Cognition; Psychology; Intervention (counseling); Art therapy; Clinical psychology; Gerontology; Medicine; Psychotherapist; Psychiatry","score_opus":0.05879578489308751,"score_gpt":0.31338506778712494,"score_spread":0.2545892828940374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390080315","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95608616,0.000051609983,0.02617586,0.009708664,0.00040770246,0.0011239026,0.000033847162,0.00019212866,0.0062201237],"genre_scores_gemma":[0.9880351,0.0000058000523,0.00027810197,0.01058716,0.0002671182,0.00024448126,0.00003919506,0.000022556136,0.00052052416],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9992134,0.000043409676,0.00021838248,0.00015841225,0.00014563721,0.00022074486],"domain_scores_gemma":[0.99874526,0.00093500514,0.00011718317,0.00008705212,0.00010326332,0.000012246805],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008487258,0.00010168261,0.00008933925,0.00023205207,0.0005756267,0.00009687915,0.00006985375,0.000025692856,0.00030474458],"category_scores_gemma":[0.00009518243,0.000068408815,0.00002250189,0.00033425292,0.000065682274,0.00011250619,0.000014905704,0.00017865194,0.000020151172],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00058989075,0.00039254953,0.030161407,0.00022040543,0.00016529132,0.000007176336,0.18446042,0.00031624615,0.0006356479,0.6750347,0.003871924,0.104144335],"study_design_scores_gemma":[0.011588553,0.004597969,0.04417842,0.01302937,0.00011821624,0.000004942795,0.3523025,0.18079057,0.004910417,0.041235954,0.34474024,0.0025028752],"about_ca_topic_score_codex":0.000055950255,"about_ca_topic_score_gemma":0.00025414125,"teacher_disagreement_score":0.6337988,"about_ca_system_score_codex":0.00003428092,"about_ca_system_score_gemma":0.00005238483,"threshold_uncertainty_score":0.44273132},"labels":[],"label_agreement":null},{"id":"W4390080326","doi":"10.1093/geroni/igad104.2595","title":"EXPLORING THE IMPACT OF CHORAL SINGING ON CHANGE IN PERCEIVED DISTRESS FOR CARE PARTNERS OF PERSONS WITH DEMENTIA","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Music Therapy and Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Singing; Distress; Choir; Dementia; Psychology; Psychological intervention; Intervention (counseling); Clinical psychology; Longitudinal study; Multiple baseline design; Developmental psychology; Medicine; Psychiatry","score_opus":0.2648500507829777,"score_gpt":0.4501218667044415,"score_spread":0.1852718159214638,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390080326","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9987736,0.000026268659,0.00007893387,0.00034817867,0.00013897184,0.000317732,0.000019988063,0.000016110187,0.00028027096],"genre_scores_gemma":[0.99957246,0.0000042186393,0.000033479973,0.00006195931,0.00006985203,0.00019681879,0.00004078978,0.000011617263,0.00000879942],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99933624,0.000040627758,0.00024353346,0.00011870963,0.00007476096,0.00018610834],"domain_scores_gemma":[0.99960923,0.0000808908,0.00012657851,0.00012246445,0.000052816515,0.000007994222],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033174368,0.00006655881,0.00011658735,0.00040985033,0.00004609342,0.0000056573076,0.000067049274,0.000018886509,0.000022466753],"category_scores_gemma":[0.000012630235,0.000048782396,0.000022498463,0.0011529621,0.000026852078,0.00007475951,0.000007936988,0.00009712852,6.093361e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002995409,0.000061442355,0.5829782,0.00016110901,0.0000595624,0.0000031287843,0.36371163,0.0013356749,0.0015346024,0.005762424,0.00009425692,0.043998428],"study_design_scores_gemma":[0.0007645515,0.000121392404,0.9716803,0.0002792421,0.0000035445983,2.9248594e-7,0.026528042,0.00037461112,0.00011002864,0.00003547268,0.000045931778,0.00005657839],"about_ca_topic_score_codex":0.0014097467,"about_ca_topic_score_gemma":0.0002848821,"teacher_disagreement_score":0.38870212,"about_ca_system_score_codex":0.000062260144,"about_ca_system_score_gemma":0.000021798913,"threshold_uncertainty_score":0.21311247},"labels":[],"label_agreement":null},{"id":"W4390080369","doi":"10.1093/geroni/igad104.3460","title":"LOVOT ROBOT AS COMPANIONS FOR OLDER ADULTS IN LONG-TERM CARE","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Thematic analysis; Focus group; Long-term care; Perception; Qualitative property; Psychology; Exploratory research; Sample (material); Qualitative research; Gerontology; Applied psychology; Nursing; Medicine; Sociology; Computer science","score_opus":0.049017539062306506,"score_gpt":0.42385021448953664,"score_spread":0.37483267542723014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390080369","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9923482,0.00008591015,0.00077402475,0.0029213803,0.0016347053,0.0009480711,0.000012531432,0.00014962786,0.0011255844],"genre_scores_gemma":[0.9976705,0.000010008229,0.00016580435,0.0003936677,0.0002230976,0.00025937878,0.0005163991,0.000022496502,0.0007387032],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986223,0.00006883506,0.00058508676,0.00022189155,0.00012604966,0.00037583144],"domain_scores_gemma":[0.99912786,0.00025991362,0.0001380679,0.00015938217,0.00029371426,0.000021048178],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040236462,0.00009616554,0.00017179544,0.0009305508,0.00021287196,0.000012344202,0.000094756484,0.00010846101,0.00007643511],"category_scores_gemma":[0.00016143954,0.000102841565,0.000023899747,0.0028549093,0.000013573655,0.00010643888,0.000044473356,0.00029445556,0.000124381],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001025721,0.00007037676,0.84411025,0.0013456661,0.000009141339,0.000023848675,0.0873266,0.00024151854,0.0003291622,0.006412196,0.014771757,0.045256887],"study_design_scores_gemma":[0.0018849551,0.000018427192,0.9668644,0.0012860033,0.0000034509285,7.141415e-7,0.0280241,0.00015973224,0.00007256532,0.00035075075,0.0012041461,0.00013072505],"about_ca_topic_score_codex":0.00064197177,"about_ca_topic_score_gemma":0.0010381959,"teacher_disagreement_score":0.12275416,"about_ca_system_score_codex":0.00022839816,"about_ca_system_score_gemma":0.00015591235,"threshold_uncertainty_score":0.41937572},"labels":[],"label_agreement":null},{"id":"W4390080375","doi":"10.1093/geroni/igad104.3135","title":"UNDERSTANDING THE INTERPLAY OF BRAIN HEALTH, COGNITION, AND AUTONOMIC FUNCTION","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Heart Rate Variability and Autonomic Control","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cognition; Hyperintensity; Neuroimaging; Autonomic function; Psychology; Brain Structure and Function; Brain size; Population; Montreal Cognitive Assessment; Brain function; White matter; Developmental psychology; Clinical psychology; Gerontology; Medicine; Neuroscience; Cognitive impairment; Magnetic resonance imaging; Internal medicine; Heart rate variability; Environmental health","score_opus":0.06712369788474876,"score_gpt":0.3285861420577268,"score_spread":0.26146244417297804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390080375","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90024287,0.00002231188,0.02783287,0.070704475,0.00019075818,0.00033772894,0.0000034790787,0.0000642868,0.0006012384],"genre_scores_gemma":[0.99748254,0.0000051827637,0.000032439388,0.0023136777,0.00003859188,0.000010292182,0.000023551609,0.000005080898,0.00008866241],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99932635,0.00004406721,0.0003746192,0.00010231951,0.000053641754,0.000099002136],"domain_scores_gemma":[0.99955183,0.00022850271,0.00008966715,0.000078019635,0.00003990882,0.000012098324],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014613391,0.000043478965,0.00011479248,0.00031846037,0.00006288752,0.000011690048,0.00001673994,0.00002573783,0.000023759036],"category_scores_gemma":[0.00018531535,0.000035952362,0.0000107592505,0.00087510666,0.000044998258,0.00006422014,0.000015126122,0.000115868956,0.0000058010287],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024761504,0.0001700403,0.14461058,0.0009628106,0.00021486002,0.0000085199545,0.029963195,0.0013858225,0.29492313,0.3878072,0.008414852,0.13129137],"study_design_scores_gemma":[0.0058031115,0.00034788137,0.78380406,0.0013321486,0.000039294715,0.000031165997,0.016502421,0.095079646,0.0024747248,0.0762521,0.018058479,0.00027495297],"about_ca_topic_score_codex":0.00003563731,"about_ca_topic_score_gemma":0.000018375265,"teacher_disagreement_score":0.6391935,"about_ca_system_score_codex":0.00012960673,"about_ca_system_score_gemma":0.00012804313,"threshold_uncertainty_score":0.14660947},"labels":[],"label_agreement":null},{"id":"W4390080392","doi":"10.1093/geroni/igad104.2906","title":"DETECTING UNDUE HARM ARISING FROM ELDER ABUSE SCREENING: INNOVATIVE METHODS FROM THE EASI-LTC© PILOT STUDY","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Elder abuse; Harm; Typology; Feeling; Interim; Medicine; Psychology; Phone; Nursing; Psychiatry; Suicide prevention; Poison control; Medical emergency; Social psychology; Political science; Sociology","score_opus":0.1691703376584506,"score_gpt":0.43788889081648985,"score_spread":0.2687185531580393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390080392","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9663914,0.00007419313,0.028996997,0.0011930709,0.0005549372,0.0004964908,0.00000490255,0.00032068012,0.0019673265],"genre_scores_gemma":[0.98584044,0.000027014767,0.012640961,0.0008866464,0.00041894964,0.000056866247,0.000023063792,0.000031586736,0.000074487594],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969404,0.0010104352,0.0006938159,0.00045412526,0.00046040385,0.00044084128],"domain_scores_gemma":[0.99680054,0.0021571734,0.00031988308,0.00030343703,0.0003895004,0.000029450819],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0041103032,0.00018209718,0.00023180459,0.0005402557,0.0009826646,0.00026316303,0.00043636555,0.00007139572,0.000099061544],"category_scores_gemma":[0.0016265226,0.00016403313,0.000023467417,0.012285479,0.00011385916,0.0004805195,0.000115715615,0.00060209516,0.000030929197],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048564816,0.00017402603,0.44908634,0.0000030143742,0.00014681336,0.000025801535,0.42341483,0.00007727868,0.014239707,0.002377162,0.00039175735,0.11001471],"study_design_scores_gemma":[0.0019871509,0.00024284782,0.59840876,0.0007361321,0.0000534109,4.7195954e-7,0.34093186,0.0009647501,0.01120377,0.040487885,0.0041860538,0.0007969453],"about_ca_topic_score_codex":0.03527564,"about_ca_topic_score_gemma":0.0087404195,"teacher_disagreement_score":0.14932239,"about_ca_system_score_codex":0.000117792086,"about_ca_system_score_gemma":0.00012785791,"threshold_uncertainty_score":0.97114855},"labels":[],"label_agreement":null},{"id":"W4390080419","doi":"10.1093/geroni/igad104.3412","title":"IMPACT OF DUAL-TASKING AND DEMENTIA DISEASE SEVERITY ON POSTURE, GAIT, AND FUNCTIONAL MOBILITY IN RESIDENTIAL CARE","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Gait; Physical medicine and rehabilitation; Dementia; Trunk; Task (project management); Cognition; Jerk; STRIDE; Preferred walking speed; Psychology; Medicine; Disease; Internal medicine; Neuroscience","score_opus":0.03242751353750366,"score_gpt":0.37793637505297506,"score_spread":0.3455088615154714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390080419","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9987789,0.00010798727,0.00004251496,0.00018520601,0.00022984362,0.00034916998,0.00004243479,0.00003418503,0.00022980715],"genre_scores_gemma":[0.99948776,0.000027409602,0.000026474849,0.00009053137,0.00007365293,0.00004082414,0.0002126203,0.000008307125,0.00003242377],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987543,0.00018205232,0.0004867706,0.00022099023,0.00016065106,0.00019522749],"domain_scores_gemma":[0.9994219,0.000120646124,0.00017426511,0.00011436872,0.00013894383,0.000029904038],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00078855624,0.00008675365,0.00013310999,0.00044832178,0.00015533298,0.000009103552,0.000025351472,0.000070942435,0.000013377937],"category_scores_gemma":[0.00018162736,0.00008635527,0.000019059009,0.0009551943,0.000032755655,0.0001698955,0.00007234252,0.00028574516,0.000003603179],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012003028,0.00006830203,0.99309593,0.00028328094,0.000011855769,0.0000040969694,0.0014836324,0.000020971067,0.0028330318,0.000764452,0.00035422866,0.000960162],"study_design_scores_gemma":[0.0009841865,0.00001891477,0.99465644,0.0003417337,0.0000067610595,2.660879e-7,0.0009969617,0.00045050646,0.0000040756536,0.002445712,0.00002290157,0.000071556344],"about_ca_topic_score_codex":0.0005739155,"about_ca_topic_score_gemma":0.00033500706,"teacher_disagreement_score":0.002828956,"about_ca_system_score_codex":0.00011677167,"about_ca_system_score_gemma":0.00012121771,"threshold_uncertainty_score":0.3521466},"labels":[],"label_agreement":null},{"id":"W4390080436","doi":"10.1093/geroni/igad104.3621","title":"TECHNOSOCIAL INNOVATIONS IN THE HEALTHCARE SECTOR: WHAT ETHICAL ISSUES MIGHT WE FACE AS WE AGE?","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Dignity; Delphi method; Health care; Abandonment (legal); Confidentiality; Multidisciplinary approach; Public relations; Engineering ethics; Political science; Business; Engineering; Computer science; Law","score_opus":0.22852268160942973,"score_gpt":0.5218730435597279,"score_spread":0.2933503619502981,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390080436","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18582807,0.00019843614,0.00019910111,0.80844593,0.0003875191,0.00080442737,0.0000037838624,0.00047711696,0.0036555876],"genre_scores_gemma":[0.994217,0.0010565777,0.00032577894,0.0030336005,0.00029987382,0.00028659936,0.000029431425,0.000020052166,0.00073108514],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966728,0.00061886304,0.0006381501,0.00031536055,0.0012044128,0.0005503915],"domain_scores_gemma":[0.998486,0.00067554775,0.00013683927,0.00027544325,0.00040072124,0.000025447489],"candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.0075902855,0.00012373574,0.00016757056,0.0017209993,0.0005625685,0.00046151679,0.0007173747,0.00042931072,0.00007020734],"category_scores_gemma":[0.0022329963,0.00011636772,0.000025972262,0.022148294,0.00034257412,0.00055087934,0.00013397585,0.001695083,0.00010866619],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000059376666,0.000041161507,0.006697338,0.00005015987,0.000004602438,0.00007450204,0.13123523,0.000019878727,0.0008789686,0.8039636,0.022169828,0.034858778],"study_design_scores_gemma":[0.00029060245,0.000031896303,0.00719152,0.0006751273,0.0000015437088,0.0000023616587,0.2515483,0.00013228966,0.00083624525,0.34965274,0.3893265,0.00031088106],"about_ca_topic_score_codex":0.0044492953,"about_ca_topic_score_gemma":0.00797273,"teacher_disagreement_score":0.80838895,"about_ca_system_score_codex":0.0003878417,"about_ca_system_score_gemma":0.0004154487,"threshold_uncertainty_score":0.9986364},"labels":[],"label_agreement":null},{"id":"W4390080454","doi":"10.1093/geroni/igad104.2337","title":"CHALLENGES AND OPPORTUNITIES IN RECRUITING DIVERSE OLDER ADULTS WHO ARE FRAIL FROM THE MAPS-B STUDY","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Joseph’s Healthcare Hamilton; McMaster University","funders":"","keywords":"Psychological intervention; General partnership; Focus group; Participatory action research; Psychology; Gerontology; Medical education; Medicine; Nursing; Political science; Sociology","score_opus":0.29298755015633593,"score_gpt":0.41361934018521646,"score_spread":0.12063179002888053,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390080454","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9832282,0.00098709,0.0000063435537,0.009831887,0.00022023675,0.00027331038,0.000006757655,0.00006854067,0.0053776456],"genre_scores_gemma":[0.99838346,0.0001056707,0.0000073090673,0.00035778,0.00008948764,0.000112835296,0.000021391763,0.000011818197,0.00091023644],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987067,0.00029400998,0.00030045,0.0002974269,0.00014318702,0.00025823602],"domain_scores_gemma":[0.9991247,0.00047124125,0.00009690818,0.0002171088,0.000075877964,0.000014130309],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013092146,0.000091653565,0.00015325355,0.00042750523,0.00010245251,0.000026584936,0.00014128714,0.00006739464,0.00007066263],"category_scores_gemma":[0.00015210008,0.00007856537,0.000007908449,0.0005888263,0.00006940251,0.0000922868,0.00012099624,0.00035393375,0.00003145562],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002742002,0.00005639759,0.5645845,0.000012572483,0.000021606675,0.00015747985,0.22895548,0.0000015130499,0.000001435459,0.0030195743,0.0016082835,0.20155373],"study_design_scores_gemma":[0.0006576032,0.0000120146215,0.61890805,0.00017785559,0.0000013387847,0.0000011446211,0.37934148,0.000045950645,8.784819e-7,0.0004977349,0.00030094135,0.00005500623],"about_ca_topic_score_codex":0.0008920384,"about_ca_topic_score_gemma":0.0018697404,"teacher_disagreement_score":0.20149873,"about_ca_system_score_codex":0.000024516905,"about_ca_system_score_gemma":0.000013984654,"threshold_uncertainty_score":0.3203803},"labels":[],"label_agreement":null},{"id":"W4390080458","doi":"10.1093/geroni/igad104.2531","title":"BARRIERS TO DISEASE SELF-CARE AMONG OLDER NON-HISPANIC BLACK AND HISPANIC MEN WITH CHRONIC CONDITIONS","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Diabetes Management and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Disease; Gerontology; Medicine; Health care; Demography; Body mass index; Social support; Quality of life (healthcare); Scale (ratio); Psychology; Internal medicine; Nursing","score_opus":0.00789222574491455,"score_gpt":0.27069680931763224,"score_spread":0.2628045835727177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390080458","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9937547,0.000017216164,0.00012224934,0.0032864239,0.000097454526,0.00064837304,0.0000036687072,0.00015209333,0.0019178363],"genre_scores_gemma":[0.9977835,0.0000104071305,0.00009385495,0.00071928237,0.000109237495,0.00014081973,0.00026359127,0.000023275465,0.0008560297],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99914765,0.000011834435,0.00021051288,0.00023710288,0.00016457473,0.00022835056],"domain_scores_gemma":[0.99948484,0.000020252526,0.00006262595,0.00017962212,0.00012468001,0.00012797289],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016709317,0.00010452912,0.00011422987,0.0007313707,0.000088540415,0.0000395111,0.000043857162,0.000025725834,0.00012948115],"category_scores_gemma":[0.00007005147,0.00010296796,0.000011453669,0.0022983104,0.000038918643,0.00020358794,0.00003735232,0.0000997688,0.00006526662],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011458775,0.000019133491,0.98245573,0.00038046154,0.000040170235,0.000011249012,0.004850796,0.00026769054,0.00051089656,0.001136045,0.009598817,0.0007175459],"study_design_scores_gemma":[0.00087587326,0.0000625303,0.99006915,0.00041327052,0.000054279255,2.5258367e-7,0.0033429852,0.0035091194,0.00007554054,0.000067279936,0.0014029032,0.00012680428],"about_ca_topic_score_codex":0.000018624252,"about_ca_topic_score_gemma":0.000016413982,"teacher_disagreement_score":0.008195914,"about_ca_system_score_codex":0.00025321147,"about_ca_system_score_gemma":0.00017733217,"threshold_uncertainty_score":0.41989118},"labels":[],"label_agreement":null},{"id":"W4390080497","doi":"10.1093/geroni/igad104.3419","title":"IMPLEMENTATION &amp; SUSTAINABILITY OF AGETECH TO SUPPORT AGING IN PLACE: PRACTICAL RECOMMENDATIONS FOR POLICYMAKERS","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Northern British Columbia; National Research Council Canada","funders":"","keywords":"Aging in place; Sustainability; Health care; Business; Value (mathematics); Key (lock); Quality of life (healthcare); Quality (philosophy); Perspective (graphical); Process management; Public relations; Marketing; Knowledge management; Nursing; Psychology; Medicine; Gerontology; Economic growth; Political science; Computer science; Economics; Computer security","score_opus":0.08436752353863557,"score_gpt":0.485035526421434,"score_spread":0.4006680028827984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390080497","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8251685,7.422389e-7,0.006390447,0.1667648,0.00014232841,0.0010087473,0.000014985018,0.00017718971,0.000332267],"genre_scores_gemma":[0.99226695,0.0000047042754,0.0067745172,0.0003977551,0.000034123645,0.00026153374,0.00009093619,0.000010179272,0.00015931089],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99844855,0.0001104921,0.00060681714,0.00023072607,0.00019058946,0.0004128334],"domain_scores_gemma":[0.99886274,0.0004027993,0.0001766036,0.00015146256,0.00037998648,0.000026394966],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003185509,0.00007036688,0.00012217974,0.0015347933,0.00014606507,0.000027709659,0.00012657407,0.00008222327,0.000044356173],"category_scores_gemma":[0.004202824,0.00009097781,0.000017335846,0.0060045854,0.00007429496,0.00034422666,0.00006498944,0.0001530572,0.0000070875967],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003303594,0.00010497543,0.5159272,0.00011975006,0.000013462399,0.000004129395,0.10536594,0.00031167042,0.0011726611,0.26349097,0.026651505,0.08680473],"study_design_scores_gemma":[0.0026663386,0.000111544316,0.2104775,0.00014896701,0.000012023094,0.0000018726683,0.33426872,0.0003118562,0.003328838,0.08758637,0.36056548,0.00052047445],"about_ca_topic_score_codex":0.0042447657,"about_ca_topic_score_gemma":0.024501305,"teacher_disagreement_score":0.33391398,"about_ca_system_score_codex":0.0007062981,"about_ca_system_score_gemma":0.0005495691,"threshold_uncertainty_score":0.993299},"labels":[],"label_agreement":null},{"id":"W4390080595","doi":"10.1093/geroni/igad104.2828","title":"HOUSING CONCERNS AND TRAJECTORIES OF KINLESS OLDER ADULTS WITH DEMENTIA","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Dementia; Spouse; Residence; Gerontology; Psychology; Cognition; Medicine; Psychiatry; Demography; Sociology","score_opus":0.023441488379629283,"score_gpt":0.3040867331292484,"score_spread":0.2806452447496191,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390080595","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9978861,0.000101864054,0.0005948207,0.0004045829,0.00010850026,0.00010562738,0.0000013236496,0.000053113177,0.0007440654],"genre_scores_gemma":[0.99952453,0.00007691909,0.00016352515,0.000033756365,0.000107952364,0.000008886446,0.0000044757194,0.000004942775,0.000075029966],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993938,0.000029238401,0.00018311029,0.00010517011,0.00016662396,0.0001220105],"domain_scores_gemma":[0.9996466,0.000050958497,0.00010380808,0.000040148585,0.0001500876,0.000008388724],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038571152,0.000047968715,0.000081767,0.00020606548,0.00020028175,0.000029086554,0.000038438033,0.000020588865,0.000009868545],"category_scores_gemma":[0.000054376436,0.00004490102,0.0000051372117,0.0014931218,0.0001215594,0.00015833977,0.000013977224,0.000040488863,6.271336e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004481986,0.000006203549,0.52860606,0.00003361993,0.000012157497,0.0000014009655,0.45211932,0.000017144663,0.000053652708,0.016821047,0.0002467532,0.0020781613],"study_design_scores_gemma":[0.00055870105,0.000011080934,0.96022326,0.0002909276,0.000009652221,1.2774929e-7,0.035842516,0.0001087303,0.00053219777,0.0011791949,0.0011243379,0.00011928576],"about_ca_topic_score_codex":0.007185225,"about_ca_topic_score_gemma":0.017385732,"teacher_disagreement_score":0.4316172,"about_ca_system_score_codex":0.000016674161,"about_ca_system_score_gemma":0.00004902835,"threshold_uncertainty_score":0.999426},"labels":[],"label_agreement":null},{"id":"W4390080613","doi":"10.1093/geroni/igad104.3765","title":"INVESTIGATING THE RELATIONSHIP BETWEEN HABITUAL ACTIVITY AND COGNITIVE DOMAINS AMONG PEOPLE LIVING WITH DEMENTIA","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dementia; Cognition; Psychology; Memory span; Cognitive test; Cognitive decline; Developmental psychology; Gerontology; Working memory; Medicine; Disease; Psychiatry","score_opus":0.0477324956810568,"score_gpt":0.33749894877553277,"score_spread":0.28976645309447596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390080613","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99440664,0.000009425103,0.0022031178,0.0015516608,0.000017599064,0.0004556062,0.000002713577,0.00007235162,0.0012808804],"genre_scores_gemma":[0.9993895,0.0000015625274,0.00011687246,0.00014413943,0.00006516455,0.0000857909,0.00003748417,0.0000150313535,0.00014445427],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988382,0.00012454341,0.00023069515,0.00021000122,0.0003456751,0.00025090697],"domain_scores_gemma":[0.9979047,0.0016757067,0.000109439985,0.00008566011,0.00018535828,0.00003913903],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014277559,0.000096597774,0.0001244455,0.0004773865,0.00028933067,0.000074288626,0.000040750798,0.000036959816,0.000020197409],"category_scores_gemma":[0.0017975617,0.00007329495,0.00001209919,0.002996091,0.00016140782,0.00026551238,0.00008858863,0.00035775753,0.000009470363],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000063412613,0.000016283628,0.9925982,0.000060477236,0.000048471815,0.0000044256,0.0025124373,0.0000018359098,0.00048154342,0.0005005647,0.00002213172,0.003747341],"study_design_scores_gemma":[0.00077494804,0.00006557987,0.993409,0.0007141697,0.000058810467,0.0000039479364,0.003685391,0.000319506,0.00044700256,0.0004340811,0.000003821311,0.00008378439],"about_ca_topic_score_codex":0.00010862542,"about_ca_topic_score_gemma":0.00013702406,"teacher_disagreement_score":0.004982855,"about_ca_system_score_codex":0.000033015036,"about_ca_system_score_gemma":0.00008230374,"threshold_uncertainty_score":0.29888815},"labels":[],"label_agreement":null},{"id":"W4390080654","doi":"10.1093/geroni/igad104.2296","title":"PRESERVING THE DISCRETENESS OF DEFICITS LEADS TO LOWER FRAILTY INDEX IN INDIVIDUALS LIVING IN LONG-TERM CARE","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fraser Health","funders":"","keywords":"Coding (social sciences); Medicine; Gerontology; Statistics; Activities of daily living; Demography; Mathematics; Physical therapy","score_opus":0.03609456570894407,"score_gpt":0.33289002064640366,"score_spread":0.29679545493745957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390080654","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9954995,0.00007132252,0.0002902293,0.0024511297,0.00022057228,0.00068835396,0.000007099216,0.00005648998,0.0007153173],"genre_scores_gemma":[0.9990383,0.0000068785753,0.000098948374,0.00042645307,0.00006105473,0.000103075574,0.000049706538,0.00003170286,0.00018392844],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99794495,0.0000856826,0.00084067223,0.00030889138,0.0004504979,0.00036933177],"domain_scores_gemma":[0.99882567,0.00036573526,0.00015613323,0.00040686192,0.00021859127,0.000027008438],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010500466,0.00015760252,0.00029822093,0.001675045,0.00003701232,0.000032690954,0.00027655385,0.00010858744,0.00003925871],"category_scores_gemma":[0.0015261776,0.00013809589,0.000025839907,0.006910014,0.000042533524,0.00021728224,0.00030028378,0.0004327043,0.000012786819],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010867906,0.00003661487,0.9737796,0.00035394137,0.000006680868,0.000027280083,0.015105985,0.0023313751,0.0024542129,0.00017725091,0.000076113814,0.0056400825],"study_design_scores_gemma":[0.0007073,0.000031207903,0.9899341,0.004223228,0.000004318096,0.0000034939844,0.002609348,0.00052204437,0.0017045332,0.00010116125,0.00002444206,0.00013484583],"about_ca_topic_score_codex":0.00047167906,"about_ca_topic_score_gemma":0.0022311916,"teacher_disagreement_score":0.016154483,"about_ca_system_score_codex":0.00020853775,"about_ca_system_score_gemma":0.000104146005,"threshold_uncertainty_score":0.56313866},"labels":[],"label_agreement":null},{"id":"W4390080655","doi":"10.1093/geroni/igad104.3566","title":"SELF-REPORTED AND OBJECTIVE ASSESSMENT OF HEARING HANDICAP AND COGNITIVE CHALLENGES IN AGE-RELATED HEARING LOSS","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Audiology; Cognition; Presbycusis; Hearing loss; Psychology; Population; Medicine; Cognitive impairment; Psychiatry","score_opus":0.08425923371019639,"score_gpt":0.3603411197438312,"score_spread":0.2760818860336348,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390080655","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99785167,0.000049250415,0.00006806465,0.00055944396,0.00007480586,0.00025875508,0.0000010114137,0.00007309612,0.0010638861],"genre_scores_gemma":[0.99955136,0.00017210642,0.0001915862,0.000026477142,0.00000782393,0.000025079926,0.0000027130507,0.000010423185,0.0000124073085],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99875706,0.000107691696,0.00047049377,0.00032577454,0.00017008635,0.0001689171],"domain_scores_gemma":[0.99924344,0.00046473314,0.00014030906,0.000068673915,0.000065151326,0.000017687687],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010328448,0.000083657134,0.0001603302,0.0008156817,0.000067201014,0.000029573263,0.000029426246,0.000059060505,0.0000015867648],"category_scores_gemma":[0.0007028716,0.00008683,0.0000086425625,0.0017632471,0.00010497007,0.00019573329,0.00007204491,0.0002174737,7.029951e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014066855,0.00014076412,0.6173107,0.0005254867,0.000025966976,0.00015123746,0.027428877,0.00036606187,0.29199806,0.01769668,7.964011e-7,0.044341274],"study_design_scores_gemma":[0.0006874523,0.000049324102,0.9808732,0.0004268381,0.0000039083907,0.000011277505,0.0015505888,0.008297542,0.0055769472,0.0024268248,0.000004305796,0.00009178621],"about_ca_topic_score_codex":0.000090084686,"about_ca_topic_score_gemma":0.000015051728,"teacher_disagreement_score":0.36356246,"about_ca_system_score_codex":0.00005527008,"about_ca_system_score_gemma":0.00004290539,"threshold_uncertainty_score":0.35408244},"labels":[],"label_agreement":null},{"id":"W4390080668","doi":"10.1093/geroni/igad104.2248","title":"FRAILTY ASSESSMENT FROM PAPER TO ONLINE: THE E-FI-CGA WEB APP","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fraser Health","funders":"","keywords":"World Wide Web; Computer science; Web application; Backup; Web server; The Internet; Database","score_opus":0.0507311850589741,"score_gpt":0.3653392891279115,"score_spread":0.3146081040689374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390080668","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9155323,0.00001664223,0.000675751,0.078712516,0.0005535401,0.00043240585,0.000036363024,0.00025698158,0.003783481],"genre_scores_gemma":[0.98139745,0.000009695111,0.0030055263,0.012480392,0.00044149338,0.00007864882,0.000410911,0.000029370194,0.002146514],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985172,0.00003826473,0.00049609476,0.00027799542,0.00041547074,0.0002549409],"domain_scores_gemma":[0.9990657,0.00020742342,0.000083427134,0.00042277155,0.00018316826,0.0000375172],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049008575,0.00012854411,0.00017381368,0.00041747748,0.00007079833,0.000039951294,0.00015749344,0.00006514177,0.0003026148],"category_scores_gemma":[0.00039427174,0.00010027999,0.000025966025,0.0033841573,0.000028605828,0.000118916425,0.00010948732,0.0003862772,0.0002708414],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059894126,0.00032156782,0.3912153,0.00010778223,0.00013673774,0.00014489373,0.0068455087,0.0010846477,0.22695138,0.007105508,0.19599643,0.17003037],"study_design_scores_gemma":[0.0011915244,0.00003484852,0.87486446,0.000320378,0.000012322145,0.0000040934524,0.0014827409,0.0040125996,0.0007927907,0.0012318377,0.115899146,0.00015328263],"about_ca_topic_score_codex":0.00027450238,"about_ca_topic_score_gemma":0.00019331698,"teacher_disagreement_score":0.48364916,"about_ca_system_score_codex":0.00016451301,"about_ca_system_score_gemma":0.00013925445,"threshold_uncertainty_score":0.40892994},"labels":[],"label_agreement":null},{"id":"W4390080674","doi":"10.1093/geroni/igad104.3166","title":"ADVANCING GERONTOLOGY THROUGH EXCEPTIONAL SCHOLARSHIP (AGES): FIRST INSIGHTS FROM A NEW MENTORSHIP MODEL","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Mentorship; Scholarship; Productivity; Medical education; Career development; Cohort; Psychology; Medicine; Political science; Economic growth","score_opus":0.1453139967761113,"score_gpt":0.4198035116805903,"score_spread":0.27448951490447904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390080674","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9612379,0.00050880597,0.020241259,0.006812254,0.0008403445,0.00021068355,0.0000071006443,0.0003221913,0.009819453],"genre_scores_gemma":[0.98977864,0.000011720066,0.002367286,0.0011209109,0.00035751407,0.00009494892,0.0002225489,0.00003511352,0.006011321],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99759936,0.00019931431,0.0006269765,0.00060193066,0.00032164328,0.0006507615],"domain_scores_gemma":[0.9988326,0.00041574915,0.00016049489,0.00039772416,0.00013207461,0.00006139988],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00070924393,0.00019870383,0.00026456264,0.0007713199,0.0002174733,0.000051191306,0.00032414947,0.00025336666,0.0006423317],"category_scores_gemma":[0.00031182836,0.0002152108,0.000038126967,0.0021100687,0.000091124246,0.00046932435,0.00011515802,0.0007055914,0.00086531765],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033408796,0.0002675109,0.44903678,0.0000506663,0.00023464249,0.00031042864,0.1079585,0.0066286693,0.0023856096,0.34599665,0.058657795,0.028138679],"study_design_scores_gemma":[0.0043422,0.000085672946,0.54668,0.00027742077,0.000020694764,0.000026417323,0.005380372,0.01770677,0.0002828268,0.40930423,0.015069097,0.0008243139],"about_ca_topic_score_codex":0.0012954336,"about_ca_topic_score_gemma":0.0015455532,"teacher_disagreement_score":0.10257813,"about_ca_system_score_codex":0.00021316276,"about_ca_system_score_gemma":0.00012874456,"threshold_uncertainty_score":0.9999126},"labels":[],"label_agreement":null},{"id":"W4390080680","doi":"10.1093/geroni/igad104.2502","title":"DIGNITY THERAPY FOR OLDER ADULTS WITH CANCER: COMMUNION FACILITATES DIGNITY","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Patient Dignity and Privacy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Dignity; Palliative care; Feeling; Quality of life (healthcare); Psychology; Test (biology); Cancer; Medicine; Clinical psychology; Psychotherapist; Social psychology; Nursing; Internal medicine; Political science","score_opus":0.07715603406129165,"score_gpt":0.3527409331134839,"score_spread":0.2755848990521923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390080680","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9951138,0.00007658166,0.00085689547,0.0022725407,0.000101280435,0.0008101879,0.000037413807,0.00015112695,0.0005801544],"genre_scores_gemma":[0.9979318,0.00010484181,0.0002943073,0.0007673845,0.00004566686,0.00022710359,0.00046701136,0.000014268416,0.0001476378],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991712,0.000038261867,0.00027360045,0.00015818865,0.00015958092,0.00019917006],"domain_scores_gemma":[0.9992112,0.00019561246,0.000091296875,0.00019604035,0.00028353042,0.000022345446],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043040118,0.000103504106,0.00016000654,0.00035106382,0.000120026314,0.00001736654,0.000075673015,0.00004719127,0.000029406428],"category_scores_gemma":[0.00014980063,0.00008640829,0.000020469843,0.0016829039,0.000039847902,0.0001702726,0.000025447209,0.00018397003,0.000008559005],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00096640433,0.00024333129,0.80227196,0.0003908281,0.000052358497,0.0000058514756,0.018299751,0.00007721167,0.0020850191,0.00070708495,0.0015204902,0.1733797],"study_design_scores_gemma":[0.008192285,0.0002905857,0.9658421,0.0012321596,0.000009985439,0.000002294625,0.0030731848,0.0013749632,0.009088664,0.0013715492,0.009284666,0.00023754645],"about_ca_topic_score_codex":0.00033720303,"about_ca_topic_score_gemma":0.000047781272,"teacher_disagreement_score":0.17314215,"about_ca_system_score_codex":0.00004824498,"about_ca_system_score_gemma":0.00006669132,"threshold_uncertainty_score":0.35236278},"labels":[],"label_agreement":null},{"id":"W4390080725","doi":"10.1093/geroni/igad104.3332","title":"EXPLORING THE ASSOCIATION OF SLEEP WITH COGNITIVE DOMAINS AMONG PEOPLE LIVING WITH DEMENTIA","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Alertness; Cognition; Memory span; Digit symbol substitution test; Psychology; Dementia; Audiology; Association (psychology); Sleep (system call); Cognitive test; Trail Making Test; Medicine; Psychiatry; Working memory; Neuropsychology; Internal medicine","score_opus":0.03334996805397513,"score_gpt":0.2968066770076625,"score_spread":0.2634567089536874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390080725","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9934423,0.0000049484356,0.0020675275,0.00059628946,0.000037374008,0.0004230397,0.000001698891,0.000051129246,0.0033757214],"genre_scores_gemma":[0.9992672,0.000013016754,0.000076614,0.00009327393,0.000040615385,0.00020475886,0.0000305419,0.00001595724,0.00025801407],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986862,0.00006623207,0.00026929658,0.00015838476,0.0005674511,0.00025245058],"domain_scores_gemma":[0.99879444,0.00036135444,0.00017879832,0.00008555551,0.0005617023,0.000018126131],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012872432,0.000084032035,0.00013535994,0.00054373994,0.00009922156,0.000031945365,0.00004770564,0.000018388228,0.000044871773],"category_scores_gemma":[0.0003410386,0.000057075766,0.000015432614,0.0038906736,0.00004117584,0.00029450885,0.000043811295,0.00018994219,0.00000972379],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048633203,0.00004976099,0.99169,0.00006378203,0.00015218774,0.000009752433,0.0031998388,0.00002797178,0.0007994942,0.0002391341,0.000019923866,0.003699512],"study_design_scores_gemma":[0.0011936616,0.0001404802,0.98556924,0.00080298964,0.00006732741,0.0000023087875,0.0087841395,0.00035877537,0.0029709467,0.000022713115,0.000018846322,0.00006859671],"about_ca_topic_score_codex":0.00007958157,"about_ca_topic_score_gemma":0.00018185517,"teacher_disagreement_score":0.006120794,"about_ca_system_score_codex":0.0000862627,"about_ca_system_score_gemma":0.00005872387,"threshold_uncertainty_score":0.23274823},"labels":[],"label_agreement":null},{"id":"W4390080951","doi":"10.1093/geroni/igad104.2365","title":"CLINICIAN EXPRESSIONS OF CONDOLENCE AFTER THE DEATH OF A PATIENT: AN INTERNATIONAL SURVEY","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Phone; Family medicine; Pandemic; Coronavirus disease 2019 (COVID-19); Phone call; Pediatrics; Internal medicine; Disease","score_opus":0.23378437189487764,"score_gpt":0.4840745906796269,"score_spread":0.2502902187847492,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390080951","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99848807,0.000045528355,0.00017472876,0.00021333672,0.00015243936,0.000083130864,0.000033807308,0.000009363551,0.0007995861],"genre_scores_gemma":[0.999276,0.000052123694,0.0003200878,0.00018980718,0.000025208476,0.000011755918,0.00009085182,0.000004658144,0.000029507388],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991635,0.000058652364,0.000455436,0.00008131152,0.00017952168,0.00006156803],"domain_scores_gemma":[0.99907446,0.0002522402,0.00020340763,0.00013593894,0.00032509104,0.000008875956],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000523932,0.000042049393,0.00012233267,0.00026245933,0.00000957906,0.0000021839448,0.000073883064,0.000024823334,0.000027283726],"category_scores_gemma":[0.00084730925,0.000031007847,0.000017091566,0.0007501663,0.000046654175,0.00007691309,0.000032985718,0.000075105934,0.000001607474],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007723501,0.00003750637,0.9887143,0.000021300988,0.000012355686,0.0000023182179,0.0038914569,0.000024090685,0.0036582716,0.0009586692,0.0000378573,0.0025646496],"study_design_scores_gemma":[0.00035674768,0.000045231503,0.9801771,0.0010274086,0.0000038047488,3.9377065e-7,0.0014708193,0.0003487546,0.0154321585,0.00039319316,0.0007128271,0.000031546973],"about_ca_topic_score_codex":0.00027607265,"about_ca_topic_score_gemma":0.000027642636,"teacher_disagreement_score":0.011773886,"about_ca_system_score_codex":0.000012226182,"about_ca_system_score_gemma":0.000037856134,"threshold_uncertainty_score":0.12644632},"labels":[],"label_agreement":null},{"id":"W4390081016","doi":"10.1093/geroni/igad104.2807","title":"ASSESSING FRAILTY USING THE FIT-FRAILTY APP IN A NONGERIATRIC PRACTICE: A FEASIBILITY STUDY","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; McMaster University","funders":"","keywords":"Medicine; Osteoporosis; Psychosocial; Physical therapy; Fear of falling; Gerontology; Geriatrics; Internal medicine; Emergency medicine; Poison control; Injury prevention","score_opus":0.18303028814396707,"score_gpt":0.4542276046362388,"score_spread":0.27119731649227174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390081016","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9895308,0.000038548795,0.0008576692,0.0062833726,0.00041221568,0.0016021786,0.0000024352653,0.00021060406,0.0010621492],"genre_scores_gemma":[0.9967414,0.0000035724338,0.0019925698,0.00076923403,0.00019940716,0.00008081554,0.000022525854,0.00003698085,0.00015346539],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970152,0.00033230433,0.0010536585,0.00052125426,0.00063853816,0.00043909578],"domain_scores_gemma":[0.99781346,0.00070509134,0.00036316886,0.00066848454,0.00041423342,0.000035534475],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0042754146,0.00021133503,0.00033758685,0.0012221965,0.00016726405,0.0001820367,0.00019753867,0.00010651467,0.000037236183],"category_scores_gemma":[0.005563841,0.00017930663,0.000037764778,0.0120295435,0.00006537731,0.0008816016,0.00017654794,0.0008160749,0.000028235183],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000991745,0.00090203213,0.95989984,0.0001409105,0.000043047163,0.00028348755,0.01234827,0.0015973412,0.0074674743,0.00012703419,0.00040576654,0.0166856],"study_design_scores_gemma":[0.00306784,0.00006960537,0.9559175,0.00030920733,0.00003837985,0.000052362753,0.022496602,0.016868895,0.00017960653,0.00032307432,0.00046985637,0.00020707065],"about_ca_topic_score_codex":0.00081399037,"about_ca_topic_score_gemma":0.0001946031,"teacher_disagreement_score":0.016478527,"about_ca_system_score_codex":0.0006098,"about_ca_system_score_gemma":0.00033837894,"threshold_uncertainty_score":0.7311912},"labels":[],"label_agreement":null},{"id":"W4390081024","doi":"10.1093/geroni/igad104.2706","title":"GRAY HAIR AND PINK SLIPS: AN ANALYSIS OF TWITTER RESPONSES TO GENDERED AGEISM","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Boycott; Corporation; Beauty; Gray (unit); Theme (computing); Sociology; Psychology; Political science; Politics; Law; Medicine","score_opus":0.13266511131183392,"score_gpt":0.44446452844990236,"score_spread":0.31179941713806847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390081024","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9934238,0.000026236952,0.0020486002,0.002694849,0.00012131027,0.000093398194,0.000005290198,0.00006907368,0.0015174366],"genre_scores_gemma":[0.99603176,0.0000010498946,0.00024953633,0.00067794084,0.000028504604,0.000032633172,0.000039940656,0.000009562773,0.0029290698],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987886,0.00021077592,0.00034593992,0.00028334936,0.0001325129,0.00023880228],"domain_scores_gemma":[0.9993281,0.0001738931,0.00007106398,0.00028059425,0.00011764669,0.0000287171],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013012943,0.00007416282,0.00019295498,0.0031044234,0.000052049516,0.000017990484,0.000111064604,0.00006931475,0.00011735249],"category_scores_gemma":[0.00015609694,0.00007499858,0.000019022973,0.005820334,0.000057376743,0.0000651223,0.00004941549,0.00014285013,0.000037469552],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012373093,0.000043713953,0.9412902,0.000013817388,0.00024966206,0.00004543321,0.03321468,0.00012319953,0.0022425256,0.007608745,0.0024428186,0.012601447],"study_design_scores_gemma":[0.00027605979,0.0000372499,0.9916332,0.000011509245,0.000021392672,0.0000022016877,0.0055973106,0.0010466817,0.00014841782,0.0005649889,0.00057770975,0.00008331497],"about_ca_topic_score_codex":0.0003875751,"about_ca_topic_score_gemma":0.00010726852,"teacher_disagreement_score":0.05034294,"about_ca_system_score_codex":0.0000218086,"about_ca_system_score_gemma":0.000018113084,"threshold_uncertainty_score":0.3058353},"labels":[],"label_agreement":null},{"id":"W4390081042","doi":"10.1093/geroni/igad104.2669","title":"IN-PERSON AND TECHNOLOGY-BASED SOCIAL INTERACTION IN OLDER ADULTS DURING THE COVID-19 PANDEMIC 2022","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Feeling; Quarter (Canadian coin); Pandemic; Psychology; Coronavirus disease 2019 (COVID-19); Phone; Social distance; Social media; Social support; Social relation; Social psychology; Gerontology; Medicine; Disease; Geography; Computer science; World Wide Web","score_opus":0.03273819650663102,"score_gpt":0.3429101666148783,"score_spread":0.31017197010824726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390081042","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94640344,0.000021213556,0.000030365705,0.052576773,0.00018994593,0.00031910674,0.0000014613641,0.00032725892,0.00013040513],"genre_scores_gemma":[0.9989834,0.000016658274,0.000025971814,0.00071359606,0.000048039456,0.00012242395,0.000005081042,0.000008965913,0.000075855314],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988772,0.00010020339,0.00029666786,0.0002613,0.00017356976,0.0002910466],"domain_scores_gemma":[0.99956846,0.00014325957,0.0001264681,0.00009579363,0.00005344937,0.000012586305],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012675126,0.00008415929,0.000108055065,0.0022152332,0.0003097649,0.000031211926,0.00017848465,0.00019663137,0.000022711773],"category_scores_gemma":[0.0010199854,0.000085359854,0.000009685813,0.008371083,0.0002221711,0.00025619936,0.000050106235,0.00052530906,0.000007561732],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000197278,0.000021228549,0.9497965,0.000033362536,0.000002226533,0.000022749677,0.037373573,0.00004801706,0.0013605646,0.0039223037,0.00024913298,0.0071506],"study_design_scores_gemma":[0.0034583213,0.000011606846,0.85153866,0.00024365855,0.0000024374253,0.0000070459596,0.13259009,0.0012851114,0.0005454887,0.005546455,0.004483358,0.00028777367],"about_ca_topic_score_codex":0.0017270378,"about_ca_topic_score_gemma":0.0155970035,"teacher_disagreement_score":0.098257855,"about_ca_system_score_codex":0.0005674198,"about_ca_system_score_gemma":0.000128932,"threshold_uncertainty_score":0.8703494},"labels":[],"label_agreement":null},{"id":"W4390081048","doi":"10.1093/geroni/igad104.3690","title":"UTILIZING ADVANCED DRIVER ASSISTANCE SYSTEMS IN LATER LIFE: INSIGHTS FROM A LONGITUDINAL STUDY ON AGING DRIVERS","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Cruise control; Advanced driver assistance systems; SAFER; Emerging technologies; Warning system; Vehicle safety; Longitudinal study; Engineering; Aeronautics; Control (management); Transport engineering; Computer science; Computer security; Medicine; Automotive engineering; Telecommunications","score_opus":0.10748030079000288,"score_gpt":0.4143789586331562,"score_spread":0.30689865784315334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390081048","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99455035,0.00006845357,0.00015459543,0.00085139833,0.0018527097,0.0010659988,0.000007040677,0.00033509362,0.0011143829],"genre_scores_gemma":[0.9986788,0.000014234003,0.00008535082,0.00034174687,0.00018081068,0.0003259838,0.000025202662,0.000042715274,0.00030514935],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99677527,0.00042886366,0.0011551636,0.0006184352,0.000454276,0.0005679716],"domain_scores_gemma":[0.9981392,0.00082573184,0.0003889915,0.00036339226,0.00024460597,0.000038063034],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007671194,0.0002495795,0.00042736717,0.0014319576,0.00050386396,0.000037048198,0.00020626358,0.000103600585,0.00001637013],"category_scores_gemma":[0.000572894,0.00024571602,0.000022793161,0.0039496124,0.000039269482,0.00040588208,0.00021280123,0.00087519694,0.00019804329],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014457589,0.000071536124,0.9602926,0.000088697016,0.00003428087,0.00007419207,0.03645904,0.0011648978,0.0005144293,0.0005671159,0.00040945478,0.00030933958],"study_design_scores_gemma":[0.0019317876,0.000025712212,0.940326,0.0023643186,0.0000063951893,9.366669e-8,0.053056125,0.001275022,0.000021172178,0.00027778005,0.0004900772,0.00022556093],"about_ca_topic_score_codex":0.0007783787,"about_ca_topic_score_gemma":0.0037606007,"teacher_disagreement_score":0.019966604,"about_ca_system_score_codex":0.0005685562,"about_ca_system_score_gemma":0.00010002967,"threshold_uncertainty_score":0.9999995},"labels":[],"label_agreement":null},{"id":"W4390081054","doi":"10.1093/geroni/igad104.3648","title":"THE INFLUENCE OF ARTIFICIAL INTELLIGENCE ON CLINICAL DECISION MAKING: GERIATRIC REGISTERED NURSES’ PERSPECTIVES","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Thompson Rivers University; University of British Columbia; University of Northern British Columbia","funders":"","keywords":"Health care; Clinical Practice; Gerontological nursing; Nursing; Medicine; Psychology; Artificial intelligence; Computer science","score_opus":0.2802425133939321,"score_gpt":0.5306083388492526,"score_spread":0.25036582545532055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390081054","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99277294,0.000048271453,0.0015518618,0.003990347,0.0008907608,0.00034323637,8.2880825e-7,0.000058093472,0.00034364642],"genre_scores_gemma":[0.9986953,0.00016735993,0.0004431968,0.00025801265,0.00031213407,0.000025631134,0.0000046178516,0.000011890769,0.0000818235],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9976669,0.00008351401,0.0014340597,0.00027688258,0.0003174066,0.00022121605],"domain_scores_gemma":[0.997003,0.0015902439,0.00037810803,0.00036364046,0.00063863327,0.000026380252],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022496332,0.00009249107,0.00017963779,0.0006544286,0.00015124377,0.00003156349,0.00013780894,0.00009253782,0.000013756632],"category_scores_gemma":[0.00659724,0.00007309262,0.0000444146,0.004073764,0.00016725935,0.00009451356,0.000029829967,0.000327687,0.000087217704],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044004852,0.00014203376,0.07903909,0.00003880605,0.000010216627,0.000008526718,0.0068016727,0.002063756,0.0005289649,0.04932485,0.00041051026,0.8611915],"study_design_scores_gemma":[0.00008602974,0.0006837012,0.7986329,0.0016525709,0.00001998901,0.000013806187,0.052584562,0.009247031,0.0049236403,0.13012882,0.0017493566,0.00027756434],"about_ca_topic_score_codex":0.00006496608,"about_ca_topic_score_gemma":0.000031183772,"teacher_disagreement_score":0.860914,"about_ca_system_score_codex":0.00011981981,"about_ca_system_score_gemma":0.0002085463,"threshold_uncertainty_score":0.7897989},"labels":[],"label_agreement":null},{"id":"W4390081089","doi":"10.1093/geroni/igad104.3231","title":"CO-DESIGNING A HIGH-ACCURACY HOME MONITORING SYSTEM FOR MANAGING FRAILTY IN OLDER ADULTS","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Glenrose Rehabilitation Hospital; Alberta Health Services; University of Alberta","funders":"","keywords":"Vulnerability (computing); Aging in place; Autonomy; Protocol (science); Gerontology; Medicine; Cognition; Applied psychology; Psychology; Computer science; Computer security; Psychiatry","score_opus":0.03905667418793446,"score_gpt":0.33177346661371987,"score_spread":0.2927167924257854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390081089","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9889115,0.00005019586,0.005956119,0.001924211,0.0009470331,0.0012135649,0.000008131605,0.0005222857,0.00046692998],"genre_scores_gemma":[0.9949846,0.000009929077,0.003596412,0.0001344406,0.00041307768,0.0004213618,0.00013647058,0.00006701592,0.00023668323],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976583,0.000042833937,0.00093283004,0.0004630912,0.00036264473,0.0005402973],"domain_scores_gemma":[0.9987291,0.00043399248,0.00023523459,0.00031481162,0.00024219145,0.00004465113],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010563098,0.00021623087,0.0003762333,0.0019637176,0.000097778895,0.000061847546,0.0001433981,0.000117042764,0.000008972621],"category_scores_gemma":[0.0005948268,0.00024253129,0.000039321454,0.004022196,0.000025875948,0.0003540475,0.000041808078,0.00035787027,0.00004351433],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040286992,0.00014750425,0.8322376,0.0057604914,0.00007834913,0.00049541966,0.015540727,0.0019776877,0.045009665,0.004480869,0.0016406258,0.09222821],"study_design_scores_gemma":[0.011868837,0.000078813966,0.90008247,0.01721989,0.000022728367,0.00004149435,0.014297008,0.019295007,0.035476338,0.00069415267,0.0003535276,0.00056971115],"about_ca_topic_score_codex":0.0002626492,"about_ca_topic_score_gemma":0.0000075379035,"teacher_disagreement_score":0.0916585,"about_ca_system_score_codex":0.00053906237,"about_ca_system_score_gemma":0.0000740481,"threshold_uncertainty_score":0.9890139},"labels":[],"label_agreement":null},{"id":"W4390081097","doi":"10.1093/geroni/igad104.2937","title":"ADVERSE EVENTS IN OLDER ADULTS AT RISK FOR DEMENTIA DURING VIRTUAL EXERCISE AND COGNITIVE TRAINING","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Vitalité Health Network; University of New Brunswick; Horizon Health Network","funders":"","keywords":"Medicine; Psychological intervention; Dementia; Adverse effect; Intervention (counseling); Physical therapy; Cognition; Randomized controlled trial; Cognitive training; Gerontology; Psychiatry; Internal medicine","score_opus":0.023021550759465062,"score_gpt":0.3241844906737788,"score_spread":0.30116293991431375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390081097","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9980468,0.00003765764,0.00036131364,0.00013730246,0.00006571943,0.0010787633,0.000011088687,0.000043082004,0.00021823839],"genre_scores_gemma":[0.9987857,0.000057594167,0.00008284438,0.00007480268,0.000034325636,0.00032442072,0.00014822486,0.00001823642,0.00047387075],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987573,0.00003404822,0.00036667442,0.00027852226,0.00023376776,0.0003297047],"domain_scores_gemma":[0.9995381,0.00011066983,0.000089281624,0.000056255056,0.00016987245,0.00003581551],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00076395774,0.0001035535,0.00015915175,0.00095121894,0.00010004535,0.000005787734,0.000030359422,0.000042834123,0.00006175856],"category_scores_gemma":[0.00030922657,0.00011000882,0.000022109007,0.0013699577,0.000029965355,0.00015642353,0.00007627588,0.00015503464,0.000014061534],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005871282,0.00006923571,0.9417572,0.00015406111,0.000035605703,0.000032083964,0.0050147106,0.0000063129905,0.0012562788,0.00003037272,0.000012671096,0.05104433],"study_design_scores_gemma":[0.010409712,0.00007242506,0.9741067,0.0019662331,0.000037950453,0.000003850601,0.008679705,0.0014269938,0.0030813331,0.0000967399,0.000013654615,0.000104691244],"about_ca_topic_score_codex":0.000020238593,"about_ca_topic_score_gemma":0.000027507409,"teacher_disagreement_score":0.05093964,"about_ca_system_score_codex":0.00006751317,"about_ca_system_score_gemma":0.000038767048,"threshold_uncertainty_score":0.44860294},"labels":[],"label_agreement":null},{"id":"W4390081098","doi":"10.1093/geroni/igad104.3773","title":"A DEPRESCRIBING CURRICULAR FRAMEWORK USING AN INTER-PROFESSIONAL APPROACH: IMPLICATIONS FOR NURSING EDUCATION","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institut Universitaire de Gériatrie de Montréal; University of Manitoba; University of Alberta; Ontario Tech University","funders":"","keywords":"Deprescribing; Polypharmacy; Curriculum; Medicine; Nursing; Context (archaeology); Nurse education; Medical education; Patient safety; Health care; Psychology; Pedagogy; Intensive care medicine","score_opus":0.3172427480363887,"score_gpt":0.5216619748219675,"score_spread":0.20441922678557883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390081098","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7823128,0.00003386359,0.21169484,0.003968307,0.00065546343,0.0006381331,0.000004017931,0.00010300953,0.00058956153],"genre_scores_gemma":[0.96272457,0.0000033453837,0.035159882,0.001394196,0.00024974885,0.000119508644,0.00027811326,0.000020856276,0.000049775164],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99899477,0.000045019482,0.00039587286,0.0002369468,0.0001200742,0.00020734289],"domain_scores_gemma":[0.9992316,0.0001863946,0.00014767166,0.00017970079,0.00020781562,0.0000468152],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050549576,0.00009185578,0.00012922117,0.00056699215,0.00015516389,0.00003626028,0.00006772419,0.00007411841,0.000010344151],"category_scores_gemma":[0.00054178067,0.00008936316,0.00003101687,0.0019881881,0.000027708325,0.0003889424,0.000023061355,0.0002782094,0.000003814608],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008540562,0.001214648,0.7542434,0.00028618707,0.000030133913,0.0000010341724,0.0038092232,0.00093843526,0.018196108,0.100182466,0.0005982984,0.12041466],"study_design_scores_gemma":[0.0019416709,0.00009677517,0.379926,0.0039625247,0.0001510902,0.000068851645,0.010625761,0.5212769,0.0013670841,0.07551541,0.0045277826,0.000540182],"about_ca_topic_score_codex":0.000011788585,"about_ca_topic_score_gemma":2.9187711e-7,"teacher_disagreement_score":0.5203384,"about_ca_system_score_codex":0.00015318507,"about_ca_system_score_gemma":0.00016095272,"threshold_uncertainty_score":0.36441237},"labels":[],"label_agreement":null},{"id":"W4390081101","doi":"10.1093/geroni/igad104.2885","title":"IDENTIFYING THE PATTERNS OF CAREGIVING DEMANDS: A LATENT CLASS ANALYSIS APPROACH","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Latent class model; Minor (academic); Gerontology; Psychology; Sample (material); Class (philosophy); Primary care; Medicine; Family medicine; Computer science; Humanities","score_opus":0.03946577512791913,"score_gpt":0.32285495401298636,"score_spread":0.2833891788850672,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390081101","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9569283,0.000020175772,0.038620036,0.0007452715,0.00022916631,0.000097009884,0.0000041942326,0.00003782252,0.003317983],"genre_scores_gemma":[0.9991053,0.000024898756,0.00011504638,0.00011189995,0.00008911689,0.000023788783,0.00004521452,0.000005876215,0.00047885792],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99884826,0.000105032086,0.0003595815,0.00014603777,0.00036415612,0.00017696159],"domain_scores_gemma":[0.99940217,0.000098944234,0.00015847854,0.000115605624,0.0002148164,0.00000999201],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017861523,0.000056593115,0.0001097977,0.0007396938,0.00026686606,0.00008905146,0.0001868523,0.00003866627,0.000014511893],"category_scores_gemma":[0.00012840606,0.00004925673,0.00005818509,0.0055100266,0.00003688451,0.00013530608,0.000055548924,0.00010226158,0.0000021119224],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[9.914773e-7,0.000010727065,0.64331436,0.000024897145,0.00008827841,0.000001674123,0.03685685,0.023532199,0.00069406885,0.2943641,0.000083528605,0.0010283565],"study_design_scores_gemma":[0.00021575704,0.000005654291,0.66571206,0.00015070579,0.000079204176,3.9369112e-7,0.097426176,0.23085178,0.00014744513,0.004125292,0.0010331793,0.0002523283],"about_ca_topic_score_codex":0.0018952336,"about_ca_topic_score_gemma":0.0026428828,"teacher_disagreement_score":0.2902388,"about_ca_system_score_codex":0.00009636818,"about_ca_system_score_gemma":0.000049470218,"threshold_uncertainty_score":0.2865039},"labels":[],"label_agreement":null},{"id":"W4390081150","doi":"10.1093/geroni/igad104.3613","title":"SYMPTOM BURDEN, POSITIVE AFFECT AND RESILIENCY IN OLDER ADULTS EXPERIENCING NORMAL AGING","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Resilience and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Affect (linguistics); Medicine; Feeling; Gerontology; Distress; Psychology; Demography; Clinical psychology","score_opus":0.015445064162149181,"score_gpt":0.3721921172022601,"score_spread":0.3567470530401109,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390081150","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99309564,0.000120239616,0.00008628596,0.0004823785,0.0003903933,0.0003321104,0.0000015997217,0.00007093435,0.0054204264],"genre_scores_gemma":[0.99895805,0.00001773823,0.000047916987,0.00037090344,0.00008671756,0.00008836846,0.000019837778,0.000013990777,0.00039647988],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99854124,0.00008951742,0.0004374807,0.0003571115,0.0001575313,0.0004171037],"domain_scores_gemma":[0.9995665,0.000120175166,0.000098520795,0.0001430778,0.000042045758,0.000029664136],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066858827,0.000113054506,0.0001367422,0.0009843872,0.000092070724,0.000027027803,0.00008805555,0.00006447268,0.000053373453],"category_scores_gemma":[0.00004669532,0.000121901525,0.000011029519,0.0027199616,0.000042998872,0.0002906125,0.000056334626,0.00021621553,0.000045768207],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006899659,0.000055671902,0.64068586,0.0000972144,0.000004843797,0.0001620526,0.23463841,0.000097426826,0.0033374946,0.0056729354,0.00022358655,0.1149555],"study_design_scores_gemma":[0.0010757794,0.000045098794,0.9485626,0.0006304332,9.262231e-7,0.000020192518,0.047395516,0.0006455354,0.0013064357,0.00012390487,0.000046559016,0.00014701718],"about_ca_topic_score_codex":0.0013283634,"about_ca_topic_score_gemma":0.00013058921,"teacher_disagreement_score":0.30787674,"about_ca_system_score_codex":0.000118849435,"about_ca_system_score_gemma":0.00003185302,"threshold_uncertainty_score":0.49709997},"labels":[],"label_agreement":null},{"id":"W4390081154","doi":"10.1093/geroni/igad104.3228","title":"CLINICAL CORRELATION OF MOCA AND TAU IMAGING","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Medicine; Correlation; Cognitive impairment; Internal medicine; Nuclear medicine; Disease; Mathematics","score_opus":0.04663247250195062,"score_gpt":0.4150452066424277,"score_spread":0.3684127341404771,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390081154","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9915004,0.000020592404,0.0020230382,0.0015176297,0.00008130997,0.00014277837,6.200764e-7,0.000030399757,0.004683241],"genre_scores_gemma":[0.999066,0.000024104933,0.00020665085,0.00024693777,0.000036206926,0.0000074523896,0.000033257358,0.000005128911,0.00037428673],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999239,0.000029426783,0.00036387955,0.00010654926,0.0001608684,0.000100237994],"domain_scores_gemma":[0.9996011,0.00008925252,0.00006569325,0.00005648295,0.00017274253,0.000014679345],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001112563,0.000035364104,0.000091221824,0.00050711824,0.000019780942,0.000007958494,0.000017239181,0.000018867895,0.00004588708],"category_scores_gemma":[0.00032357528,0.00003453911,0.000011241373,0.0013690821,0.000047253892,0.00008178932,0.00003163089,0.00011761605,0.000014744965],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016730075,0.000022748687,0.89526474,0.000034306722,0.000005297372,0.000008084773,0.00012446931,0.0000026861849,0.0021026593,0.0008905875,0.0003253417,0.10120234],"study_design_scores_gemma":[0.0009201959,0.000032587766,0.98786825,0.00011217575,0.000005296953,0.0000040715527,0.0003709302,0.008910626,0.0007178109,0.0006697979,0.00035856964,0.000029681289],"about_ca_topic_score_codex":0.000011084078,"about_ca_topic_score_gemma":7.0817623e-7,"teacher_disagreement_score":0.101172656,"about_ca_system_score_codex":0.000013570887,"about_ca_system_score_gemma":0.000035268324,"threshold_uncertainty_score":0.14084639},"labels":[],"label_agreement":null},{"id":"W4390081164","doi":"10.1093/geroni/igad104.2755","title":"ONLINE COGNITIVE MONITORING IN A SIMULATED ANTI-AMYLOID TRIAL: ADHERENCE AND COGNITIVE CHANGE","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cognitive decline; Cognition; Stroop effect; Montreal Cognitive Assessment; Medicine; Audiology; Psychology; Internal medicine; Cognitive impairment; Disease; Dementia; Psychiatry","score_opus":0.11961932106117946,"score_gpt":0.4216831121205617,"score_spread":0.30206379105938225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390081164","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99725854,0.00009090307,0.000049391063,0.0004945833,0.00014449198,0.001414045,0.000015962421,0.00009083481,0.00044121503],"genre_scores_gemma":[0.9988797,0.00011117522,0.000023337017,0.00026317532,0.00017963968,0.0001466459,0.00021052694,0.000020159137,0.00016566225],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984623,0.000081352344,0.00045691358,0.00032038102,0.00032448268,0.00035455258],"domain_scores_gemma":[0.9990495,0.0003126339,0.000094480645,0.0000611449,0.00043976938,0.00004251329],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007818775,0.00013543006,0.0002448749,0.0014964232,0.000050528193,0.000037788017,0.00003851113,0.00006819698,0.00005140007],"category_scores_gemma":[0.0009258841,0.00013884122,0.000017600081,0.004446865,0.00006461135,0.00023551032,0.00007952073,0.000346447,0.000026553844],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015240825,0.00030447345,0.92046183,0.00009774866,0.000032950717,0.00024385717,0.0018302408,0.0000014528272,0.003185155,0.000020834936,0.0000050655785,0.07229231],"study_design_scores_gemma":[0.032413386,0.00035248438,0.95475733,0.0020708032,0.000021525935,0.0000050739977,0.0050740037,0.0013962409,0.0036530616,0.00010159695,0.000018296838,0.00013617991],"about_ca_topic_score_codex":0.00014657369,"about_ca_topic_score_gemma":0.000013663138,"teacher_disagreement_score":0.07215613,"about_ca_system_score_codex":0.000052022722,"about_ca_system_score_gemma":0.00006783407,"threshold_uncertainty_score":0.5661781},"labels":[],"label_agreement":null},{"id":"W4390081166","doi":"10.1093/geroni/igad104.3326","title":"EXPERIENCES OF SOCIAL ISOLATION BY MANDARIN AND PUNJABI-SPEAKING OLDER IMMIGRANTS LIVING IN CALGARY","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University; University of Calgary","funders":"Administration for Community Living","keywords":"Loneliness; Social isolation; Immigration; Mandarin Chinese; Gerontology; Social connectedness; Psychological intervention; Isolation (microbiology); Quality of life (healthcare); Medicine; Psychology; Social psychology; Geography; Nursing","score_opus":0.025993536290999788,"score_gpt":0.34985607358325505,"score_spread":0.3238625372922553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390081166","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99607456,0.00004656361,0.0002264575,0.0017266313,0.00018681952,0.00011172414,7.616376e-7,0.000028979062,0.0015975349],"genre_scores_gemma":[0.99937695,0.000025900237,0.00005383127,0.00032602085,0.00004800678,0.000021923224,0.00000400262,0.0000043988007,0.00013897692],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99899554,0.00008278422,0.00037877465,0.00011901784,0.00019426804,0.00022958803],"domain_scores_gemma":[0.9996368,0.00016493791,0.000107759384,0.00003041745,0.00004628607,0.0000137794095],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013630321,0.00004880316,0.00010969997,0.0003296028,0.00022417979,0.000043708555,0.000061077015,0.00005629155,0.000042859596],"category_scores_gemma":[0.00028276778,0.000053952004,0.000008666288,0.0016801804,0.000066417735,0.000287805,0.00003067204,0.00008706026,0.0000010725688],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000017646511,0.000008195334,0.5341453,0.00004851049,9.4198157e-7,9.284802e-7,0.4437833,0.0000022184938,0.000093692615,0.012013507,0.00022834395,0.009673272],"study_design_scores_gemma":[0.00013639405,0.000002425012,0.80628735,0.00015346405,4.843756e-7,7.8504016e-8,0.19158617,0.00046548355,0.00004743874,0.00030629695,0.0009449919,0.00006942739],"about_ca_topic_score_codex":0.010575302,"about_ca_topic_score_gemma":0.0044507002,"teacher_disagreement_score":0.27214202,"about_ca_system_score_codex":0.00006497498,"about_ca_system_score_gemma":0.000062898165,"threshold_uncertainty_score":0.99601334},"labels":[],"label_agreement":null},{"id":"W4390081173","doi":"10.1093/geroni/igad104.3636","title":"THE EFFECT OF THE JIGSAWDIO PROGRAM ON COGNITION AMONG OLDER ADULTS WITH DEMENTIA","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Nostalgia and Consumer Behavior","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cognition; Dementia; Montreal Cognitive Assessment; Intervention (counseling); Mood; Psychology; Recall; Clinical psychology; Gerontology; Medicine; Cognitive impairment; Cognitive psychology; Psychiatry","score_opus":0.012886172485230928,"score_gpt":0.3137560665888049,"score_spread":0.30086989410357395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390081173","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99690753,0.000015816737,0.000010775791,0.0002578713,0.0003435811,0.00079546095,0.0000023446937,0.0000738747,0.0015927284],"genre_scores_gemma":[0.99921614,6.93927e-7,0.0000063939096,0.000037303413,0.000017638375,0.0005025278,0.000022590953,0.000012330759,0.00018437924],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99919975,0.00011147172,0.00023049259,0.00014042358,0.0001589272,0.0001589223],"domain_scores_gemma":[0.999438,0.0001423575,0.00013895863,0.00020235672,0.000072003866,0.0000063200077],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004071992,0.00007712804,0.00006856553,0.00014304582,0.00010467766,0.000022959766,0.00010714444,0.00003645914,0.000035228364],"category_scores_gemma":[0.000031219322,0.000042539188,0.000018640936,0.00168887,0.00007884605,0.000039762508,0.00002174592,0.00015127356,0.0000315903],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000093708535,0.000047600857,0.7891985,0.000021373073,0.000036575766,0.0000045532656,0.0010234276,0.0000029020957,0.00028872298,0.0008326445,0.00043002065,0.20801997],"study_design_scores_gemma":[0.001085318,0.00012021603,0.99338293,0.00026844797,0.000026700056,0.0000013658337,0.0004655396,0.000019267634,0.0043677674,0.00003140527,0.00017380658,0.00005724931],"about_ca_topic_score_codex":0.000044888064,"about_ca_topic_score_gemma":0.00004155346,"teacher_disagreement_score":0.20796272,"about_ca_system_score_codex":0.000011369244,"about_ca_system_score_gemma":0.000008672821,"threshold_uncertainty_score":0.17346978},"labels":[],"label_agreement":null},{"id":"W4390081179","doi":"10.1093/geroni/igad104.3651","title":"THE POTENTIAL OF MULTIDOMAIN MOBILE PROGRAMS IN SUPPORTING COGNITIVE HEALTH OF SENIORS IN RESIDENTIAL FACILITIES","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cognition; Montreal Cognitive Assessment; Randomized controlled trial; Gerontology; Cognitive skill; Cognitive Assessment System; Cognitive impairment; Medicine; Psychology; Physical therapy; Psychiatry; Internal medicine","score_opus":0.029152420503813614,"score_gpt":0.34646642020511076,"score_spread":0.31731399970129714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390081179","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9974109,0.000023495773,0.00008293601,0.0015427518,0.0001370642,0.0006163419,0.000006771077,0.00006861787,0.000111148445],"genre_scores_gemma":[0.99964386,0.000025335863,0.000099525794,0.00001459114,0.000016265662,0.00008790803,0.000014718486,0.0000057736283,0.00009202993],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9980744,0.00023805018,0.00087969244,0.00016052707,0.0002960348,0.00035129386],"domain_scores_gemma":[0.99914026,0.00022282531,0.00039193736,0.0000825644,0.00015234908,0.000010054922],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037142267,0.00006245896,0.00016154826,0.00078922824,0.00012162333,0.000017347445,0.0001564548,0.0000749973,0.00000457963],"category_scores_gemma":[0.001034958,0.000061703235,0.000017999626,0.0041265767,0.00037955586,0.00015340827,0.00006439152,0.00020280012,0.0000015904106],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036041925,0.000086892265,0.69691455,0.0001012786,0.0000088988045,0.000016155234,0.17517467,0.00027148533,0.0015235154,0.008770339,0.000044681005,0.117051475],"study_design_scores_gemma":[0.001232233,0.000057624355,0.33473617,0.00048459534,0.0000012730527,6.238053e-7,0.6524996,0.0005835188,0.001929687,0.008111166,0.0002348197,0.0001286725],"about_ca_topic_score_codex":0.014857275,"about_ca_topic_score_gemma":0.04016817,"teacher_disagreement_score":0.47732493,"about_ca_system_score_codex":0.00011024137,"about_ca_system_score_gemma":0.00024955583,"threshold_uncertainty_score":0.99170285},"labels":[],"label_agreement":null},{"id":"W4390081195","doi":"10.1093/geroni/igad104.2130","title":"THROUGH THE LOOKING-GLASS: THE FAMILY SHAME OF ELDER ABUSE","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Shame; Feeling; Blame; Thematic analysis; Psychology; Qualitative research; Clinical psychology; Developmental psychology; Social psychology","score_opus":0.050281682185132535,"score_gpt":0.34685661529631884,"score_spread":0.2965749331111863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390081195","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9645006,0.00015546322,0.00030563673,0.0065393806,0.0003007578,0.00017372434,7.731233e-7,0.000079865786,0.027943764],"genre_scores_gemma":[0.99734414,0.00033356927,0.000036139314,0.0017662713,0.00012251738,0.000019621884,0.000002014231,0.000006809039,0.0003689196],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99906963,0.00011135566,0.00027020273,0.0001038725,0.0002582155,0.00018673933],"domain_scores_gemma":[0.999344,0.00027895664,0.000110978115,0.0001494645,0.000112211776,0.0000043776226],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010333487,0.000052485724,0.000069234724,0.000121682984,0.0002895786,0.00003727645,0.0002709908,0.000040005678,0.000031431504],"category_scores_gemma":[0.00012992832,0.000033615663,0.00002122224,0.0040537706,0.00016349323,0.00018030083,0.000028734958,0.0001481445,0.000028330209],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000075110447,0.00004030051,0.03654843,0.00001695923,0.00003166368,0.0000058269197,0.58062416,0.00020206146,0.0043123844,0.3498904,0.016440341,0.011879984],"study_design_scores_gemma":[0.0009682893,0.00005063183,0.13785331,0.0008884726,0.000028230923,0.0000014741238,0.23346876,0.0005207971,0.008519083,0.16446328,0.4527266,0.00051108794],"about_ca_topic_score_codex":0.0022057598,"about_ca_topic_score_gemma":0.0009861217,"teacher_disagreement_score":0.43628624,"about_ca_system_score_codex":0.000026058007,"about_ca_system_score_gemma":0.00006917731,"threshold_uncertainty_score":0.33344635},"labels":[],"label_agreement":null},{"id":"W4390081196","doi":"10.1093/geroni/igad104.3313","title":"EXAMINATION OF STAFFING STABILITY IN LONG-TERM CARE","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Staffing; Workforce; Casual; Nursing; Long-term care; Professional development; Psychology; Medicine; Medical education; Political science","score_opus":0.0706453699358629,"score_gpt":0.4132127197123712,"score_spread":0.3425673497765083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390081196","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968547,0.000041558364,0.00017326533,0.0002523215,0.00054318394,0.00030887473,0.0000045908146,0.00006539382,0.0017560868],"genre_scores_gemma":[0.9996276,0.000008079427,0.000055855566,0.00002372758,0.000052386356,0.000036263715,0.00012734314,0.0000087475055,0.00005999674],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986903,0.00018077818,0.00063094083,0.00014488673,0.00015081002,0.00020229028],"domain_scores_gemma":[0.99912107,0.0002259174,0.00018414464,0.00013733112,0.00032309472,0.000008431201],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012858794,0.000057538477,0.0001332816,0.0009324413,0.00007601721,0.0000042873207,0.00005974294,0.00007617343,0.00006503877],"category_scores_gemma":[0.00031031814,0.00006319812,0.000010943821,0.0037337926,0.000015901005,0.00013395135,0.000040694125,0.00022986761,0.000013175086],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000077362,0.000015061614,0.9042345,0.0005283284,0.0000011633718,0.0000026315772,0.056993935,0.000030908544,0.0017336984,0.00056290044,0.00006638126,0.035822753],"study_design_scores_gemma":[0.0004200774,0.00000951147,0.9659892,0.00036310434,0.0000012233659,6.136443e-8,0.032217354,0.000064592445,0.0006922408,0.00015876845,0.000030426769,0.000053481854],"about_ca_topic_score_codex":0.00027258342,"about_ca_topic_score_gemma":0.00062321353,"teacher_disagreement_score":0.061754655,"about_ca_system_score_codex":0.00029531147,"about_ca_system_score_gemma":0.00010809928,"threshold_uncertainty_score":0.25771445},"labels":[],"label_agreement":null},{"id":"W4390081222","doi":"10.1093/geroni/igad104.2549","title":"INVESTIGATING THE NEURAL CORRELATES OF SOCIAL AND INDIVIDUAL SINGING IN PERSONS WITH DEMENTIA","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Music Therapy and Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Singing; Psychology; Neural correlates of consciousness; Cognition; Choir; Audiology; Context (archaeology); Developmental psychology; Cognitive psychology; Neuroscience; Medicine","score_opus":0.08694357063054091,"score_gpt":0.3584650321061203,"score_spread":0.2715214614755794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390081222","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99655175,0.000041880274,0.000047721755,0.0025476122,0.00011952587,0.000099245626,0.000002052276,0.00002357898,0.00056660903],"genre_scores_gemma":[0.99923825,6.272583e-7,0.00008161617,0.0005845824,0.000040589435,0.000012680649,0.000010225572,0.0000073268097,0.000024087305],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99933046,0.00007219763,0.00025474044,0.00010367866,0.000084985106,0.0001539142],"domain_scores_gemma":[0.999686,0.00010975127,0.00013038095,0.000047613285,0.000020056063,0.0000062254285],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008228531,0.000050707626,0.00007806757,0.00032429828,0.00010789136,0.000016125401,0.00005273763,0.000032913053,0.000034102282],"category_scores_gemma":[0.000024456622,0.000041086245,0.0000048311394,0.0016213983,0.000077022414,0.00005666234,0.00002098357,0.00020514482,0.0000011915747],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006443468,0.000008313789,0.8511064,0.000017282253,0.00001526021,0.0000021301287,0.11052224,0.00008645782,0.0003075611,0.02983054,0.000167042,0.007930317],"study_design_scores_gemma":[0.0005140699,0.000016941396,0.98176664,0.000054301403,0.0000039222427,0.0000027111303,0.015519105,0.0011041574,0.000016918833,0.00087431166,0.000077634235,0.000049297247],"about_ca_topic_score_codex":0.00019233531,"about_ca_topic_score_gemma":0.00013467939,"teacher_disagreement_score":0.13066022,"about_ca_system_score_codex":0.000010632489,"about_ca_system_score_gemma":0.000022581513,"threshold_uncertainty_score":0.16754484},"labels":[],"label_agreement":null},{"id":"W4390081233","doi":"10.1093/geroni/igad104.2230","title":"AGE EFFECTS ON WHITE MATTER TOPOLOGY IN OLDER ADULTS AT HIGH RISK OF ALZHEIMER’S DISEASE","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Advanced Neuroimaging Techniques and Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"White matter; Betweenness centrality; Medicine; Stroop effect; Cognition; Cohort; Psychology; Gerontology; Internal medicine; Centrality; Neuroscience; Magnetic resonance imaging","score_opus":0.032175810138589195,"score_gpt":0.34731557564005056,"score_spread":0.3151397655014614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390081233","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9924767,0.000014532509,0.00065670407,0.005911688,0.000056556357,0.00045793588,0.0000064515125,0.000109311644,0.0003101247],"genre_scores_gemma":[0.9971287,0.000016524451,0.00086075295,0.0015250524,0.000032037227,0.0001417727,0.000087919136,0.000017905575,0.00018929427],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992182,0.000028416955,0.00030548402,0.00021134905,0.00009533558,0.00014115938],"domain_scores_gemma":[0.9994986,0.00007955163,0.00011806361,0.0002418267,0.000041492578,0.000020479081],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013650431,0.00008007107,0.0001440651,0.0005581025,0.000024778476,0.0000026637524,0.000045189827,0.000030309098,0.000029151324],"category_scores_gemma":[0.00007676799,0.00007857161,0.000017521097,0.0013508382,0.000033101853,0.000035953046,0.00004783938,0.00016386701,0.00003352045],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000074964926,0.00006992951,0.9871422,0.00009685917,0.0000052424125,0.00008203359,0.00026579195,0.00011512638,0.0015464544,0.0026942915,0.0018451704,0.006061957],"study_design_scores_gemma":[0.0008402394,0.000019530133,0.98936665,0.00036527443,0.000011714516,0.0000015814679,0.000015781661,0.0004570098,0.005882696,0.00269824,0.00027597166,0.00006528534],"about_ca_topic_score_codex":0.000038660008,"about_ca_topic_score_gemma":0.0000054111933,"teacher_disagreement_score":0.005996672,"about_ca_system_score_codex":0.00004205692,"about_ca_system_score_gemma":0.000009947399,"threshold_uncertainty_score":0.32040572},"labels":[],"label_agreement":null},{"id":"W4390081234","doi":"10.1093/geroni/igad104.2436","title":"DOES HEARING LOSS MODERATE THE RELATIONSHIP BETWEEN COGNITION AND DEPRESSION?","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Noise Effects and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Hearing loss; Depression (economics); Psychology; Audiology; Cognition; Dementia; Risk factor; Dichotic listening; Cognitive decline; Digit symbol substitution test; Clinical psychology; Psychiatry; Medicine","score_opus":0.13461931668593013,"score_gpt":0.4332429736190668,"score_spread":0.29862365693313664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390081234","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9893062,0.000008021505,0.002005212,0.0059270617,0.0003820562,0.00051479,0.0000028228844,0.00012292738,0.0017308748],"genre_scores_gemma":[0.9980111,0.000005939073,0.0000703229,0.0006324296,0.00022653908,0.00015876666,0.00004372092,0.000011231268,0.00083996216],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990101,0.00019479619,0.0003393936,0.00014686202,0.00011753386,0.00019130655],"domain_scores_gemma":[0.9984755,0.0012072411,0.00011232117,0.000115267605,0.00007640465,0.000013297655],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015582645,0.00006203281,0.00007979895,0.00030496868,0.000690628,0.00002359181,0.000047060963,0.000050105773,0.000014147225],"category_scores_gemma":[0.00051066466,0.000035639834,0.0000063926955,0.0011399307,0.000021465537,0.00015855177,0.000114750925,0.00033446308,0.00005350746],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000050767367,0.00000252027,0.98077774,0.00009983266,0.0000043140094,0.0000019551221,0.0020742335,0.0000753758,0.0001310133,0.013677162,0.0006505087,0.002500291],"study_design_scores_gemma":[0.00035270775,0.0000022939992,0.96215916,0.0003265277,0.0000054924117,7.552976e-8,0.0014516915,0.0007348661,0.00006449349,0.03408678,0.0007584184,0.000057497382],"about_ca_topic_score_codex":0.00008301142,"about_ca_topic_score_gemma":0.000036112437,"teacher_disagreement_score":0.020409618,"about_ca_system_score_codex":0.00003442615,"about_ca_system_score_gemma":0.00002000194,"threshold_uncertainty_score":0.53118217},"labels":[],"label_agreement":null},{"id":"W4390081246","doi":"10.1093/geroni/igad104.3640","title":"THE EXPERIENCES OF OLDER ADULTS IN HAITI AND THE UNITED STATES AT THE ONSET OF COVID-19","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Quarter (Canadian coin); Psychological intervention; Gerontology; Coronavirus disease 2019 (COVID-19); Distress; Population; Medicine; Young adult; Demography; Psychology; Disease; Environmental health; Geography; Psychiatry; Infectious disease (medical specialty); Sociology; Clinical psychology","score_opus":0.03207186567081039,"score_gpt":0.34619512083347054,"score_spread":0.31412325516266015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390081246","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9857927,0.00018069713,0.000012655063,0.013509036,0.00006802367,0.00017991522,0.0000013503318,0.000012278656,0.00024334081],"genre_scores_gemma":[0.9984624,0.0006459845,0.0000026275638,0.0006929604,0.000010954452,0.00004288984,0.000006691912,0.0000022023708,0.0001332956],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99911004,0.0002538137,0.00025591085,0.000074601616,0.00018910384,0.000116517724],"domain_scores_gemma":[0.998152,0.0015620759,0.00011878045,0.00008517536,0.000073816875,0.00000813604],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019344656,0.000036449765,0.000064733526,0.00017555707,0.00032719082,0.000024244875,0.00014927585,0.000020677051,0.000015907635],"category_scores_gemma":[0.0007830032,0.000018908027,0.000008674252,0.0034757948,0.0006364417,0.000059555972,0.000044562294,0.00006622591,6.9266287e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038886345,0.000006519328,0.034285292,0.00001159661,0.0000037627703,8.9482785e-7,0.95468354,0.00011828965,0.00003031538,0.0080016665,0.001177615,0.001641628],"study_design_scores_gemma":[0.0009798227,0.000010815539,0.02164056,0.00020395403,0.0000021402689,4.7549412e-7,0.9611747,0.0011176382,0.0011414846,0.007476271,0.0061862096,0.0000658948],"about_ca_topic_score_codex":0.007704834,"about_ca_topic_score_gemma":0.011092789,"teacher_disagreement_score":0.012816076,"about_ca_system_score_codex":0.00002781824,"about_ca_system_score_gemma":0.00007430016,"threshold_uncertainty_score":0.9989029},"labels":[],"label_agreement":null},{"id":"W4390081305","doi":"10.1093/geroni/igad104.3603","title":"STOPPING OLDER PERSON GENDER-BASED VIOLENCE IN WOMEN 55+ THROUGH PROMISING PRACTICES: A SCOPING REVIEW","year":2023,"lang":"en","type":"review","venue":"Innovation in Aging","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University; Toronto Metropolitan University; University of Toronto; Baycrest Hospital; University of Calgary; Ontario Stroke Network","funders":"","keywords":"CINAHL; Domestic violence; Intervention (counseling); Empowerment; Citation; Grey literature; MEDLINE; Medicine; Psychology; Gerontology; Psychological intervention; Poison control; Suicide prevention; Nursing; Library science; Political science; Computer science; Environmental health","score_opus":0.3117821569206477,"score_gpt":0.49807400385866485,"score_spread":0.18629184693801715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390081305","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00006987867,0.98663056,0.0004956715,0.0001145644,0.0004680471,0.0027704004,0.0000040082296,0.00017715422,0.009269735],"genre_scores_gemma":[0.00021205752,0.9969232,0.00065896165,0.0009062334,0.00019578447,0.0009751043,0.000031972366,0.00005761844,0.000039084134],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.99530584,0.00088650954,0.0015817232,0.00073522975,0.0006581999,0.00083250675],"domain_scores_gemma":[0.9964886,0.0008604112,0.002040697,0.00032807543,0.00024151363,0.000040731346],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.007064218,0.00037367042,0.0012663407,0.00091654784,0.00034235002,0.00022303703,0.0005265973,0.00026571393,0.00007582501],"category_scores_gemma":[0.0034929966,0.00038626124,0.000104653336,0.008035824,0.000127958,0.00079814025,0.000072394454,0.00083939155,0.00010371912],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000034177413,0.000064712745,0.00013697578,0.28170207,0.000026087186,0.0000542293,0.022444144,0.000024295827,0.0000012191612,0.0055649234,0.00011368951,0.6898642],"study_design_scores_gemma":[0.00017021001,0.0000046656937,0.00003931119,0.95371586,0.000039043294,0.0000016187716,0.0045867325,0.000050994237,4.4576066e-7,0.0002777922,0.040621337,0.0004919887],"about_ca_topic_score_codex":0.00069125736,"about_ca_topic_score_gemma":0.000095523996,"teacher_disagreement_score":0.68937224,"about_ca_system_score_codex":0.0013914265,"about_ca_system_score_gemma":0.0021814895,"threshold_uncertainty_score":0.9998589},"labels":[],"label_agreement":null},{"id":"W4390081334","doi":"10.1093/geroni/igad104.3458","title":"LONGITUDINAL CHANGE IN PERFORMANCE ON THE MONTREAL COGNITIVE ASSESSMENT IN THE PEOPLE WITH DEMENTIA","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Dementia; Cognition; Psychology; Longitudinal study; Correlation; Gerontology; Cognitive decline; Clinical psychology; Audiology; Developmental psychology; Cognitive impairment; Medicine; Psychiatry; Internal medicine","score_opus":0.0586539437033184,"score_gpt":0.3656963257089951,"score_spread":0.3070423820056767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390081334","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.984703,0.000010700005,0.00005333775,0.0074298456,0.00002701161,0.0008695651,0.0000016894966,0.000016133106,0.0068887095],"genre_scores_gemma":[0.9979642,0.000030859825,0.000010605213,0.0011424685,0.00004508565,0.0006832298,0.00005665458,0.000008151679,0.000058741312],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987702,0.00009465305,0.00023172288,0.00017493896,0.00045761283,0.00027087386],"domain_scores_gemma":[0.9995257,0.00018910535,0.00005393521,0.00010056186,0.0001205747,0.000010119554],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015830055,0.00008801188,0.00010320073,0.00062866794,0.000069592585,0.000036242094,0.000079050995,0.000020284317,0.00008734651],"category_scores_gemma":[0.000057176123,0.00005054816,0.000010065808,0.003726304,0.000034539844,0.00012794149,0.000035779703,0.0003698246,0.000023021546],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008760236,0.00013584326,0.9820527,0.00003268748,0.000016256476,0.00006401926,0.003147313,0.0000075516214,0.000048724512,0.0005848793,0.00005490983,0.013767505],"study_design_scores_gemma":[0.0015503772,0.00022966009,0.9894628,0.00049101585,0.000009852108,0.0000053107024,0.00497259,0.0029758348,0.0001622701,0.000055084754,0.000027292765,0.000057927904],"about_ca_topic_score_codex":0.00042871613,"about_ca_topic_score_gemma":0.0011958685,"teacher_disagreement_score":0.013709577,"about_ca_system_score_codex":0.00007358498,"about_ca_system_score_gemma":0.00006574963,"threshold_uncertainty_score":0.2061294},"labels":[],"label_agreement":null},{"id":"W4390081356","doi":"10.1093/geroni/igad104.3441","title":"INVESTIGATING DREAMING IN COGNITIVELY DIVERSE OLDER ADULTS","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Sleep and Wakefulness Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Dream; Psychology; Cognition; Developmental psychology; Content (measure theory); Lucid dream; Recall; Cognitive psychology; Psychotherapist; Medicine; Neuroscience","score_opus":0.0832668937427577,"score_gpt":0.34682981777269173,"score_spread":0.26356292402993403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390081356","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99673414,0.0000021018086,0.00012228735,0.00060724537,0.0001385508,0.00019317238,0.0000033290103,0.00010526914,0.0020939314],"genre_scores_gemma":[0.99915195,0.0000027318315,0.000051478604,0.0005677106,0.00005010693,0.00005481543,0.000008724147,0.000012697905,0.00009976225],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986296,0.000094688396,0.00032709166,0.00030758354,0.00031877478,0.00032221508],"domain_scores_gemma":[0.99935913,0.00037842582,0.00007229503,0.00008923364,0.00007923666,0.000021697584],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006513057,0.000079479985,0.00008734832,0.0012927058,0.000104172366,0.000057569996,0.00013980578,0.000039069106,0.00002905963],"category_scores_gemma":[0.0026496986,0.00008730669,0.000009493754,0.0077617466,0.00007132228,0.0003304136,0.0001244577,0.00027508635,0.00011296662],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016713377,0.00007665315,0.6302442,0.000105614825,0.0000020992293,0.00024066107,0.016629023,0.00043318668,0.12534896,0.008994963,0.00025638295,0.21765152],"study_design_scores_gemma":[0.0024445446,0.000016302194,0.6727711,0.0011484826,0.0000010863045,0.0000055203186,0.008536803,0.029909236,0.28152642,0.0031694064,0.00014614205,0.00032500154],"about_ca_topic_score_codex":0.00014036511,"about_ca_topic_score_gemma":0.000024724666,"teacher_disagreement_score":0.21732652,"about_ca_system_score_codex":0.000059765967,"about_ca_system_score_gemma":0.000039350474,"threshold_uncertainty_score":0.3729262},"labels":[],"label_agreement":null},{"id":"W4390081361","doi":"10.1093/geroni/igad104.3740","title":"OLDER ADULTS’ PERSPECTIVES ON USING TECHNOLOGY TO ASSESS SOCIAL ISOLATION AT THE ONSET OF COVID-19","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"Openness to experience; Pandemic; Social isolation; Isolation (microbiology); Psychology; Coronavirus disease 2019 (COVID-19); Health technology; Health care; Applied psychology; Gerontology; Medicine; Social psychology; Political science","score_opus":0.12318110568992396,"score_gpt":0.499184420910473,"score_spread":0.37600331522054903,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390081361","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97775584,0.000019045177,0.0029112762,0.018024612,0.00031937836,0.00037132067,0.000014641264,0.00009129849,0.0004925602],"genre_scores_gemma":[0.99707717,0.0000014615422,0.000085844746,0.0024581435,0.00006707856,0.000049901566,0.000022541723,0.000012135993,0.00022574222],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99900323,0.0000885529,0.00032682487,0.00024295282,0.0001383688,0.00020005615],"domain_scores_gemma":[0.99937385,0.0001977169,0.00015815608,0.00016030851,0.00009240018,0.000017548513],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066038116,0.000077481665,0.00010971304,0.0010670503,0.00020571692,0.000007625056,0.00010160929,0.00008819287,0.0001545157],"category_scores_gemma":[0.00021918448,0.0000712793,0.000016830225,0.0039425176,0.00006729709,0.000039475253,0.00006561959,0.00015942237,0.00004984898],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00066450384,0.00034172344,0.39750034,0.00027634963,0.00004794306,0.000027731083,0.3428617,0.0008532054,0.009344677,0.21083528,0.008239265,0.029007284],"study_design_scores_gemma":[0.003071479,0.00020811509,0.63197696,0.00025811262,0.000012276602,0.000020104955,0.34909895,0.0015886843,0.0019793848,0.003686335,0.007717223,0.00038237518],"about_ca_topic_score_codex":0.0006433629,"about_ca_topic_score_gemma":0.00020782842,"teacher_disagreement_score":0.23447661,"about_ca_system_score_codex":0.0008574361,"about_ca_system_score_gemma":0.00016708685,"threshold_uncertainty_score":0.29066855},"labels":[],"label_agreement":null},{"id":"W4390081385","doi":"10.1093/geroni/igad104.2671","title":"RUMINATION IN DYADS DURING TIME OF UNCERTAINTY—DAILY LIFE ASSESSMENTS AFTER THE ONSET OF THE COVID-19 PANDEMIC","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Work-Family Balance Challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Rumination; Dyad; Psychology; Affect (linguistics); Context (archaeology); Perspective (graphical); Developmental psychology; Multilevel model; Evening; Clinical psychology; Cognition","score_opus":0.05386476765930967,"score_gpt":0.37141807387701853,"score_spread":0.31755330621770883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390081385","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99433464,0.000029742128,0.000021818887,0.0042335065,0.00015042876,0.0002282041,0.0000059264803,0.000038680457,0.00095707586],"genre_scores_gemma":[0.9991598,0.00003822484,0.00001189672,0.0003625292,0.000041301864,0.00004828892,0.000006264809,0.000006685758,0.00032499136],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985557,0.0002933321,0.00042860772,0.00013568859,0.0004029847,0.00018369412],"domain_scores_gemma":[0.99905473,0.0003901968,0.00026387523,0.00016227135,0.0001137023,0.000015231952],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026740674,0.00006507836,0.00011540189,0.00033498745,0.00011019291,0.000018655446,0.00026630063,0.00006497379,0.000046445533],"category_scores_gemma":[0.0011932654,0.00004986277,0.000020282563,0.0035339803,0.00017746979,0.00015374446,0.00006570722,0.00016716827,0.0000059646018],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015198783,0.000014484688,0.97287214,0.00003134605,0.0000047138124,8.0896814e-7,0.023717677,0.0014784693,0.00090217736,0.0005073292,0.000178655,0.00027698828],"study_design_scores_gemma":[0.0002962895,0.000003403936,0.9844997,0.000114381306,0.0000020102982,3.0489971e-7,0.01287535,0.00022397176,0.00005634043,0.0015182558,0.00035088218,0.000059123293],"about_ca_topic_score_codex":0.0008738349,"about_ca_topic_score_gemma":0.001800969,"teacher_disagreement_score":0.011627535,"about_ca_system_score_codex":0.0003232982,"about_ca_system_score_gemma":0.0002959649,"threshold_uncertainty_score":0.20333448},"labels":[],"label_agreement":null},{"id":"W4390081402","doi":"10.1093/geroni/igad104.2793","title":"EXAMINING FRAILTY SUBDOMAINS (PHYSICAL, PSYCHOLOGICAL, COGNITIVE, SOCIAL) IN COMMUNITY-LIVING ADULTS 45–85","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Sherbrooke; University of Saskatchewan; University of Calgary; McMaster University","funders":"","keywords":"Concordance; Odds; Psychological intervention; Logistic regression; Gerontology; Quartile; Cohort; Odds ratio; Cognition; Psychology; Demography; Medicine; Confidence interval; Psychiatry; Internal medicine","score_opus":0.113382988506011,"score_gpt":0.3859819641391688,"score_spread":0.2725989756331578,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390081402","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99133974,0.000010155791,0.0002356119,0.0015911423,0.00020914896,0.00047848021,0.000010628475,0.00035148245,0.005773598],"genre_scores_gemma":[0.9974221,0.000010549227,0.00026209763,0.0014278272,0.00019866064,0.00011283054,0.00021074191,0.000043178694,0.0003120101],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99768686,0.0003403581,0.0007242248,0.00036738958,0.00038361648,0.00049752713],"domain_scores_gemma":[0.9981763,0.0009039418,0.0002047129,0.00028700856,0.0003852902,0.000042792013],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014645311,0.00022289017,0.0004043338,0.0012085802,0.00025944528,0.000047639645,0.00018669714,0.00015918413,0.00005040913],"category_scores_gemma":[0.003696961,0.00023886796,0.000032381482,0.009098641,0.00020865694,0.00024450358,0.00016544544,0.0014066898,0.00011935188],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017406158,0.001496628,0.81342393,0.00045179887,0.00005094497,0.00025153224,0.07523635,0.000045201585,0.017124638,0.0023392958,0.0033129454,0.08609265],"study_design_scores_gemma":[0.0026128583,0.000160981,0.9744637,0.0023323344,0.000009418238,0.000011865344,0.017307712,0.0014178619,0.00036054806,0.000906121,0.00016526521,0.00025133125],"about_ca_topic_score_codex":0.00024757438,"about_ca_topic_score_gemma":0.00015255804,"teacher_disagreement_score":0.16103975,"about_ca_system_score_codex":0.0001878964,"about_ca_system_score_gemma":0.00005404567,"threshold_uncertainty_score":0.97407526},"labels":[],"label_agreement":null},{"id":"W4390081428","doi":"10.1093/geroni/igad104.3435","title":"INNOVATION IN AGING &amp; ACQUIRED BRAIN INJURY REHABILITATION: THE POTENTIAL OF MIXED REALITY TECHNOLOGIES","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Glenrose Rehabilitation Hospital; Alberta Health Services; University of Alberta","funders":"","keywords":"Rehabilitation; Physical medicine and rehabilitation; Acquired brain injury; Stroke (engine); Medicine; Population; Population ageing; Physical therapy; Psychology","score_opus":0.03034218960643152,"score_gpt":0.33646864265434034,"score_spread":0.3061264530479088,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390081428","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9341841,0.000033137294,0.001505239,0.06273465,0.00043671872,0.00055611477,0.000007546909,0.0002571512,0.0002853696],"genre_scores_gemma":[0.9974243,0.000012058181,0.0017039562,0.00031430382,0.00006527233,0.00009008549,0.000143687,0.000017259803,0.00022904998],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976221,0.00015046253,0.0013420472,0.00029271524,0.0003564179,0.00023631197],"domain_scores_gemma":[0.9979548,0.0007245066,0.00038118917,0.00040180216,0.000528785,0.000008928776],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003197108,0.00013544767,0.0002809633,0.0029462208,0.00007154383,0.000022124359,0.00012940046,0.00014697612,0.000020215297],"category_scores_gemma":[0.0066063586,0.000113451046,0.00005015527,0.01332964,0.00022609229,0.0002252354,0.000081564496,0.00026274318,0.00001275217],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023021296,0.00019648168,0.6480747,0.00071235443,0.000038376733,0.000008165758,0.0049258173,0.0010868601,0.21068273,0.028841682,0.00782493,0.09737767],"study_design_scores_gemma":[0.001179572,0.000083608014,0.9674969,0.00045583397,0.0000074077434,0.000005337381,0.009491063,0.00084450125,0.0042018886,0.013299852,0.0027893651,0.00014470026],"about_ca_topic_score_codex":0.00009145565,"about_ca_topic_score_gemma":0.00003821159,"teacher_disagreement_score":0.31942216,"about_ca_system_score_codex":0.00019466535,"about_ca_system_score_gemma":0.00013022684,"threshold_uncertainty_score":0.7908905},"labels":[],"label_agreement":null},{"id":"W4390081475","doi":"10.1093/geroni/igad104.3549","title":"RACIAL DIFFERENCES IN THE RELATIONSHIP BETWEEN LONELINESS AND COGNITION AMONG OLDER ADULTS IN THE MIDWEST","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Loneliness; Health and Retirement Study; Cognition; Psychology; Gerontology; UCLA Loneliness Scale; Dementia; White (mutation); Cognitive decline; Clinical psychology; Medicine; Psychiatry","score_opus":0.10808854680230538,"score_gpt":0.3839680510527977,"score_spread":0.2758795042504923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390081475","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97849727,0.000016837197,0.000029883728,0.020386105,0.00011429822,0.00030345822,0.000002964718,0.000018342662,0.000630826],"genre_scores_gemma":[0.9986513,0.000015710937,0.000006180098,0.0010268342,0.00018167,0.000062273204,0.000029248555,0.0000027690407,0.00002401635],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99875855,0.00035427816,0.0003424477,0.00010810441,0.00023657735,0.00020002878],"domain_scores_gemma":[0.9979116,0.0019003866,0.0000785694,0.000054376716,0.000045636316,0.000009477621],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030757121,0.000050505907,0.00008147651,0.00029570571,0.0003040479,0.0000985165,0.00012462922,0.000062182546,0.000006154263],"category_scores_gemma":[0.0013557813,0.000035529993,0.0000071166905,0.002913951,0.00010008253,0.00023763117,0.000013821166,0.00022740343,0.0000037518935],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000016135641,0.0000070271917,0.91046077,0.000025768073,3.443762e-7,0.0000017836124,0.071101025,0.000001461261,6.5083654e-8,0.016509604,0.000048400972,0.0018421349],"study_design_scores_gemma":[0.00023194368,0.0000021814235,0.94101655,0.00020210505,0.0000011089754,7.734405e-8,0.051926088,0.000050012364,3.2563926e-7,0.0064613693,0.00006328712,0.000044930097],"about_ca_topic_score_codex":0.0051028924,"about_ca_topic_score_gemma":0.024694398,"teacher_disagreement_score":0.030555796,"about_ca_system_score_codex":0.000028600392,"about_ca_system_score_gemma":0.000047032358,"threshold_uncertainty_score":0.9931024},"labels":[],"label_agreement":null},{"id":"W4390081477","doi":"10.1093/geroni/igad104.2142","title":"A RANDOMIZED CONTROLLED TRIAL OF SELF-HELP GUIDED BY LAY PROVIDERS FOR GENERALIZED ANXIETY DISORDER IN OLDER ADULTS","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke; Université de Montréal; Université Laval","funders":"","keywords":"Generalized anxiety disorder; Worry; Anxiety; Intervention (counseling); Randomized controlled trial; Clinical psychology; Psychiatry; Medicine; Psychology; Internal medicine","score_opus":0.026068498557544912,"score_gpt":0.3537571398549237,"score_spread":0.3276886412973788,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390081477","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97741514,0.00079109665,0.006235537,0.0011726676,0.001565178,0.011045645,0.000034273435,0.00020873979,0.0015317141],"genre_scores_gemma":[0.9853291,0.0012156306,0.0009555101,0.0003483497,0.00016094901,0.010573124,0.00027501833,0.000058041507,0.0010842833],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99631864,0.0005005673,0.0018300004,0.0006010449,0.0003189818,0.0004307849],"domain_scores_gemma":[0.9966985,0.0014360967,0.0008947497,0.00026478732,0.0006766701,0.000029199497],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031103939,0.00028458697,0.0011468203,0.0020191716,0.000064915206,0.00003753496,0.00018987413,0.00019492712,0.00013576595],"category_scores_gemma":[0.003458501,0.00024334504,0.00018740859,0.005586273,0.00007477432,0.00020512988,0.000039484206,0.00017575092,0.000014294013],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8887906,0.0017187953,0.041361965,0.00021195937,0.00046944612,0.0000026294995,0.009618625,0.000050655453,0.0002575922,0.0019556603,0.023299087,0.032262992],"study_design_scores_gemma":[0.98934305,0.00006974605,0.0018110328,0.0001350109,0.000066281034,7.928932e-7,0.0015006519,0.001107033,0.00021916618,0.0015610389,0.0039380128,0.00024816475],"about_ca_topic_score_codex":0.00030046832,"about_ca_topic_score_gemma":0.000024749323,"teacher_disagreement_score":0.10055248,"about_ca_system_score_codex":0.00007985567,"about_ca_system_score_gemma":0.000082576305,"threshold_uncertainty_score":0.9923323},"labels":[],"label_agreement":null},{"id":"W4390081478","doi":"10.1093/geroni/igad104.3266","title":"DEMENTIA-RELATED STIGMA, KNOWLEDGE, AND WILLINGNESS TO UNDERGO COGNITIVE SCREENING AMONG OLDER ADULTS","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dementia; Cognition; Clinical psychology; Disease; Psychological intervention; Medicine; Psychology; Psychiatry; Stigma (botany); Pathology","score_opus":0.0223427653561753,"score_gpt":0.3368751607522479,"score_spread":0.3145323953960726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390081478","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9884386,0.00010580284,0.0060281246,0.0007137043,0.00009960582,0.00074647606,0.0000028050429,0.0001299196,0.003734983],"genre_scores_gemma":[0.998223,0.000020532485,0.0001769264,0.00029853664,0.000046920068,0.00010780949,0.00012069107,0.000024934336,0.0009806239],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99851376,0.000055083878,0.0004259255,0.00034631309,0.0002978111,0.00036110295],"domain_scores_gemma":[0.99908394,0.00014403788,0.00007226506,0.00008453084,0.00053586793,0.00007938048],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00080299424,0.00013350527,0.00017230297,0.0010972102,0.0001341672,0.000060325172,0.000048788177,0.00006118857,0.00014638585],"category_scores_gemma":[0.00034442276,0.00013707703,0.000019394367,0.0042499946,0.00006588041,0.00018860115,0.00012020052,0.00024195459,0.00007766181],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000067866706,0.00007909023,0.91335773,0.00012878816,0.00008584821,0.000049861013,0.0023398083,0.000008472796,0.0006950395,0.0002561891,0.0002556202,0.08267568],"study_design_scores_gemma":[0.003127495,0.000078956204,0.98608446,0.0022919162,0.000035431294,0.000004323667,0.003530568,0.002731647,0.0017028974,0.00013969548,0.000126547,0.0001460744],"about_ca_topic_score_codex":0.000052230767,"about_ca_topic_score_gemma":0.00002560803,"teacher_disagreement_score":0.082529604,"about_ca_system_score_codex":0.000037656842,"about_ca_system_score_gemma":0.000056599896,"threshold_uncertainty_score":0.5589839},"labels":[],"label_agreement":null},{"id":"W4390081487","doi":"10.1093/geroni/igad104.2202","title":"ASSOCIATION BETWEEN MOTOR ACTIVITY AND TOTAL NEUROPSYCHIATRIC INVENTORY NURSING HOME VERSION SCORES","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Shores Centre for Mental Health Sciences; Sunnybrook Health Science Centre; McGill University; University of Calgary; University of Toronto; Health Sciences Centre","funders":"","keywords":"Dementia; Correlation; Association (psychology); Medicine; Psychology; Internal medicine","score_opus":0.02514540363201886,"score_gpt":0.33166753417323847,"score_spread":0.30652213054121963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390081487","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9959377,0.000017975473,0.00009795074,0.0024754228,0.00018352279,0.00023823424,0.0000038033988,0.000074490476,0.00097086834],"genre_scores_gemma":[0.99884325,0.000020875714,0.000031873045,0.000075181815,0.00016083333,0.000011146465,0.00004536547,0.000010193281,0.0008012694],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990268,0.000060162012,0.00018291741,0.00017026714,0.00035640073,0.00020347255],"domain_scores_gemma":[0.9995979,0.00009032773,0.00008728935,0.00006421672,0.00012994694,0.000030321356],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00063780614,0.00006619269,0.00010871121,0.0009815029,0.000078501354,0.0000356356,0.000025723331,0.000044744087,0.00002863489],"category_scores_gemma":[0.0002511117,0.000070500435,0.000016718854,0.0021419327,0.000020574533,0.00018963356,0.000031972322,0.00019924117,0.000029711764],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033334225,0.000037750786,0.95684063,0.000051700717,0.000016057948,0.000006672074,0.00016209406,8.5414456e-7,0.014929813,0.000039417024,0.00053316617,0.027348494],"study_design_scores_gemma":[0.0009752736,0.00009258562,0.9964543,0.0001632486,0.000020493488,0.000001714717,0.000120252975,0.00065560197,0.0011142563,0.00026555578,0.00007524948,0.00006146353],"about_ca_topic_score_codex":0.000023380038,"about_ca_topic_score_gemma":7.445978e-7,"teacher_disagreement_score":0.03961366,"about_ca_system_score_codex":0.00021834952,"about_ca_system_score_gemma":0.000049469258,"threshold_uncertainty_score":0.28749245},"labels":[],"label_agreement":null},{"id":"W4390081492","doi":"10.1093/geroni/igad104.2240","title":"UNIQUE MICROBIOME SIGNATURES RELATED TO CANCER SURVIVORSHIP AND COGNITIVE DECLINE IN OLDER ADULTS","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dementia; Cancer; Microbiome; Cognitive decline; Roseburia; Survivorship curve; Cognition; Population; Breast cancer; Medicine; Cancer survivor; Gerontology; Internal medicine; Bioinformatics; Biology; Disease; Psychiatry; Environmental health; Genetics; Lactobacillus","score_opus":0.011144512099683052,"score_gpt":0.3144624373202452,"score_spread":0.30331792522056217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390081492","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99729234,0.00023439986,0.000062949985,0.0019694306,0.000100574995,0.00024579224,0.00001999835,0.000015369711,0.00005915623],"genre_scores_gemma":[0.9972113,0.00008197354,0.000072321105,0.0020467136,0.00002588558,0.000030237416,0.0003082335,0.000013061503,0.00021029705],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9992273,0.00004557935,0.00026370166,0.00024134242,0.000035790665,0.00018628368],"domain_scores_gemma":[0.999732,0.00002019432,0.000052674284,0.00006491427,0.00011015652,0.000020069725],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003865961,0.000082435465,0.00008756458,0.00039753417,0.00002826698,0.00001233533,0.00004913506,0.00012457365,0.000008808635],"category_scores_gemma":[0.00008789888,0.00008859053,0.000007560685,0.0014957286,0.000019953364,0.0000038982644,0.00007246158,0.00012919122,0.000004620906],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059134207,0.00002018428,0.18984994,0.000051699448,0.0000066989887,0.000005605701,0.0010652556,0.00004039759,0.8059302,0.00015552051,0.0003599662,0.0024554264],"study_design_scores_gemma":[0.001133736,0.000033165055,0.92594063,0.0004109749,0.0000018137711,0.0000026507018,0.00040744685,0.000051652973,0.070816055,0.00012637518,0.00090815057,0.00016735762],"about_ca_topic_score_codex":0.0006740714,"about_ca_topic_score_gemma":0.0030754996,"teacher_disagreement_score":0.73609066,"about_ca_system_score_codex":0.000018717228,"about_ca_system_score_gemma":0.000052852654,"threshold_uncertainty_score":0.3612617},"labels":[],"label_agreement":null},{"id":"W4390081508","doi":"10.1093/geroni/igad104.2160","title":"EXPLORING EMOTION CONTROL BELIEFS ACROSS THE LIFESPAN: ROLES OF AGE AND CHRONIC ILLNESS","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Psychological Well-being and Life Satisfaction","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Normative; Psychology; Developmental psychology; Self-control; Clinical psychology; Young adult","score_opus":0.07454541942558061,"score_gpt":0.3531996575629435,"score_spread":0.2786542381373629,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390081508","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99411005,0.00008878899,0.0014018205,0.0015638644,0.0009277805,0.00016606273,0.000005049944,0.000110113375,0.0016264871],"genre_scores_gemma":[0.99919033,0.00004768992,0.000009664351,0.00022662849,0.0002410593,0.00008986523,0.000012591521,0.000011727736,0.00017042554],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99888575,0.00012752916,0.00040448306,0.00021792587,0.00012695343,0.00023735836],"domain_scores_gemma":[0.9993795,0.00020909708,0.00016172716,0.00018439312,0.000052304018,0.000012976588],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010889677,0.00009129022,0.00013924159,0.00022369121,0.00014076181,0.000027918608,0.00008969393,0.000064717795,0.00003454415],"category_scores_gemma":[0.000112374204,0.000072714036,0.000018808667,0.0014638773,0.00008770123,0.0001431175,0.000028552175,0.00021860347,0.000036809037],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011459906,0.0000950706,0.18548311,0.0001050336,0.000097787706,0.000055918317,0.06972193,0.0021040922,0.028123239,0.07938314,0.00069969904,0.6340164],"study_design_scores_gemma":[0.0010563907,0.000044705805,0.9876252,0.00009969681,0.0000037982347,0.000005871766,0.0055787647,0.0003200172,0.00048568824,0.0020768624,0.0025895229,0.0001135065],"about_ca_topic_score_codex":0.0001120294,"about_ca_topic_score_gemma":0.000041421,"teacher_disagreement_score":0.8021421,"about_ca_system_score_codex":0.000037544076,"about_ca_system_score_gemma":0.000007053087,"threshold_uncertainty_score":0.29651922},"labels":[],"label_agreement":null},{"id":"W4390081577","doi":"10.1093/geroni/igad104.2174","title":"CHANGES IN DRIVER’S LICENSE STATUS AMONG MID-AGED AND OLDER CANADIANS OVER THREE YEARS","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University; Lakehead University; University of Ottawa","funders":"","keywords":"License; Demography; Gerontology; Odds; Logistic regression; Depression (economics); Medicine; Longitudinal study; Salience (neuroscience); Mental health; Baseline (sea); Psychology; Psychiatry","score_opus":0.04528786045373056,"score_gpt":0.3691781910441484,"score_spread":0.32389033059041783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390081577","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9957011,0.00003246655,0.00001399928,0.0026590957,0.0004694033,0.0004439647,0.000013612632,0.000118076045,0.00054833374],"genre_scores_gemma":[0.9978993,0.00006037577,0.000048025697,0.0009996098,0.000093485214,0.00011758158,0.000020003272,0.000025566362,0.000736033],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99854577,0.00010452689,0.00038525235,0.00024589043,0.00015609806,0.00056244736],"domain_scores_gemma":[0.99930465,0.0003006427,0.00012872144,0.0001531581,0.00007447178,0.000038376536],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006446506,0.000110158806,0.00017209146,0.0010709829,0.0002061052,0.000013799903,0.00006521193,0.00009273487,0.00006668689],"category_scores_gemma":[0.00031949813,0.00012191862,0.000007122591,0.0023519956,0.00005645996,0.00014004872,0.00011593984,0.00045932597,0.000028809978],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000015765477,0.000005770325,0.9595379,0.00007916684,0.000007127173,0.000026233349,0.034832913,0.000014950223,0.00023788762,0.00014693348,0.0031556513,0.001953866],"study_design_scores_gemma":[0.0008022966,0.0000055062724,0.99057883,0.00057001883,0.0000023141622,1.4422997e-7,0.0063446257,0.00025048418,0.000009189061,0.00025048992,0.0010628809,0.00012319969],"about_ca_topic_score_codex":0.033746976,"about_ca_topic_score_gemma":0.75855076,"teacher_disagreement_score":0.7248038,"about_ca_system_score_codex":0.00027155102,"about_ca_system_score_gemma":0.00010447117,"threshold_uncertainty_score":0.97268736},"labels":[],"label_agreement":null},{"id":"W4390081579","doi":"10.1093/geroni/igad104.2286","title":"COGNITIVE CHANGE AMONG NURSING HOME RESIDENTS; COGRISK-NH SCALE DEVELOPMENT TO PREDICT DECLINE","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Logistic regression; Demography; Cognitive decline; Medicine; Cognition; Gerontology; Scale (ratio); Nursing homes; Geography; Dementia; Internal medicine; Psychiatry; Nursing; Cartography","score_opus":0.09489697360447165,"score_gpt":0.431260428153742,"score_spread":0.33636345454927036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390081579","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98953986,0.000042337564,0.002249794,0.003353317,0.0019351175,0.00095013855,0.00001533139,0.00031897597,0.0015951555],"genre_scores_gemma":[0.9963568,0.000013116522,0.0006029758,0.00083773356,0.0005491632,0.00041751735,0.00029200793,0.000033892342,0.00089680724],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977897,0.00014685775,0.0008227086,0.0003212417,0.0003667542,0.0005527765],"domain_scores_gemma":[0.9988506,0.0002867207,0.00022734956,0.00014056012,0.00042723332,0.00006757647],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001430858,0.00014444039,0.00022423551,0.0014997307,0.0004904198,0.000024073302,0.000122034144,0.00013085066,0.00008027586],"category_scores_gemma":[0.00032016812,0.0001553023,0.000018880708,0.0052472767,0.000037587295,0.00021297557,0.000121950194,0.00038764777,0.0004680283],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059988884,0.00003991776,0.85346246,0.00009809645,0.000010518455,0.000014630188,0.06826346,0.000008641588,0.0001400696,0.00007680133,0.011040955,0.06678444],"study_design_scores_gemma":[0.0008027631,0.000021870399,0.97585076,0.002741174,0.000008127868,7.768268e-7,0.018264126,0.00009953561,0.00023678459,0.0004676945,0.0013279181,0.00017845162],"about_ca_topic_score_codex":0.0005314631,"about_ca_topic_score_gemma":0.00039551628,"teacher_disagreement_score":0.122388296,"about_ca_system_score_codex":0.00038437918,"about_ca_system_score_gemma":0.00018319755,"threshold_uncertainty_score":0.6333044},"labels":[],"label_agreement":null},{"id":"W4390081594","doi":"10.1093/geroni/igad104.2091","title":"AN INTEGRATED TRANSITIONAL CARE INTERVENTION IMPROVES PATIENT-REPORTED OUTCOMES IN OLDER ADULTS WITH STROKE","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health; Hotel Dieu Shaver Health and Rehabilitation Centre; McMaster University","funders":"","keywords":"Medicine; Intervention (counseling); Stroke (engine); Transitional care; Self-management; Mental health; Physical therapy; Health care; Nursing; Psychiatry","score_opus":0.01356496258824933,"score_gpt":0.2951331440062268,"score_spread":0.28156818141797746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390081594","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99667794,0.000014794103,0.0010203401,0.0010956603,0.00018665484,0.0006390936,0.000026276612,0.00020407283,0.0001351916],"genre_scores_gemma":[0.9969373,0.0000015288603,0.00071809755,0.0002640412,0.000025177256,0.00012247168,0.001768238,0.000027911785,0.00013526557],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99830866,0.00004320646,0.0007478738,0.00032329766,0.0003456652,0.00023128976],"domain_scores_gemma":[0.9990839,0.000035192807,0.00016992995,0.00020985528,0.0004691145,0.000032040207],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002131771,0.00015995438,0.000231353,0.0012922816,0.00003148055,0.00002742414,0.0000584138,0.0000829066,0.000046186702],"category_scores_gemma":[0.00012410726,0.00013948129,0.00003340445,0.0024311934,0.00003686758,0.00032469284,0.000012358059,0.00030909939,0.0000073288743],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003946805,0.0004022401,0.8269824,0.00031778053,0.00005393962,0.00023017477,0.021797627,0.00030344405,0.008101569,0.00013547255,0.00008149629,0.14119919],"study_design_scores_gemma":[0.0061853537,0.00026330337,0.9638456,0.0016305974,0.000012752214,0.000020228801,0.022261348,0.002812539,0.0027233076,0.000027951137,0.0000512357,0.00016579265],"about_ca_topic_score_codex":0.00046985605,"about_ca_topic_score_gemma":0.0006281362,"teacher_disagreement_score":0.1410334,"about_ca_system_score_codex":0.00020121576,"about_ca_system_score_gemma":0.000079037505,"threshold_uncertainty_score":0.5687882},"labels":[],"label_agreement":null},{"id":"W4390081665","doi":"10.1093/geroni/igad104.1977","title":"A LIVE ONLINE EXERCISE INTERVENTION FOR OLDER ADULTS: A MIXED METHODS RANDOMIZED CONTROLLED TRIAL","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Physical Activity and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Loneliness; Attendance; Anxiety; Randomized controlled trial; Medicine; Physical therapy; Intervention (counseling); Mental health; Physical activity; Depression (economics); Gerontology; Psychology; Psychiatry","score_opus":0.052274271278626334,"score_gpt":0.43425518693295984,"score_spread":0.3819809156543335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390081665","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94434834,0.000045668035,0.044507984,0.0032092307,0.00061701826,0.007065486,0.0000069777825,0.00012629044,0.00007298251],"genre_scores_gemma":[0.98744124,0.000029818519,0.0086957,0.00033680923,0.0003711496,0.0024541244,0.00027411897,0.000018039387,0.0003789854],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9982734,0.00026956826,0.0009212817,0.0002029699,0.00014409973,0.00018873646],"domain_scores_gemma":[0.9978579,0.0014149293,0.0003230874,0.00010874963,0.00026755917,0.00002776994],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037621793,0.00010498896,0.0011223423,0.0005906799,0.000046048262,0.00001427637,0.000039443497,0.0000681289,0.000028318096],"category_scores_gemma":[0.0031944022,0.00008369542,0.00022882925,0.0012305136,0.000027697157,0.00011223297,0.000021549266,0.00019336844,0.000008508855],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.88436615,0.000919049,0.000014567723,0.0003388945,0.000063738255,0.0000020947148,0.0016954023,0.0000051723378,0.0003932304,0.0017649849,0.000212968,0.11022375],"study_design_scores_gemma":[0.96045375,0.00017145752,0.0004946305,0.0014046467,0.00008313196,6.0881473e-7,0.0008296197,0.031501357,0.00042371475,0.0044745165,0.00008515918,0.00007741701],"about_ca_topic_score_codex":0.000059988135,"about_ca_topic_score_gemma":0.000011431009,"teacher_disagreement_score":0.11014633,"about_ca_system_score_codex":0.00006961887,"about_ca_system_score_gemma":0.00006284411,"threshold_uncertainty_score":0.38242283},"labels":[],"label_agreement":null},{"id":"W4390081668","doi":"10.1093/geroni/igad104.1949","title":"NORMATIVE VALUES FOR STRENGTH AND FUNCTION DERIVED FROM THE CANADIAN LONGITUDINAL STUDY ON AGING","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Public Health Agency of Canada; McMaster University","funders":"","keywords":"Normative; Percentile; Grip strength; Gerontology; Psychological intervention; Population; Balance (ability); Longitudinal study; Medicine; Activities of daily living; Psychology; Physical medicine and rehabilitation; Physical therapy; Statistics; Environmental health; Nursing","score_opus":0.13829268861402647,"score_gpt":0.39167860902276996,"score_spread":0.2533859204087435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390081668","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9833384,0.000029641296,0.00046468983,0.014719655,0.00027849697,0.0007100804,0.000015267804,0.000070333546,0.00037342767],"genre_scores_gemma":[0.99581844,0.000006094765,0.00025682873,0.0034072958,0.00022495004,0.00009522452,0.00013298816,0.0000120126415,0.00004615253],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991052,0.00004467714,0.00030868652,0.00018307772,0.00015565046,0.0002026699],"domain_scores_gemma":[0.99932563,0.00027658182,0.00008124159,0.00011164449,0.00016065317,0.000044260876],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007028359,0.0000854209,0.00013055727,0.0005478663,0.00038056035,0.000051898263,0.000035379806,0.000032170043,0.000016297863],"category_scores_gemma":[0.00017808199,0.00007096853,0.000011638157,0.0010873841,0.00002582984,0.00009190224,0.000013800327,0.00020876645,0.0000097782195],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000071021626,0.000054935248,0.9766936,0.000053447548,0.000037295304,0.000010208335,0.0084250765,0.00001990504,0.0003233857,0.002340517,0.0020519241,0.009918713],"study_design_scores_gemma":[0.001664666,0.00010668405,0.9831516,0.00024570615,0.000019137233,0.0000013712265,0.009375089,0.0015748455,0.00019600544,0.0023248089,0.0012686597,0.00007142443],"about_ca_topic_score_codex":0.014166124,"about_ca_topic_score_gemma":0.033038307,"teacher_disagreement_score":0.018872183,"about_ca_system_score_codex":0.00015828894,"about_ca_system_score_gemma":0.000108233886,"threshold_uncertainty_score":0.9923986},"labels":[],"label_agreement":null},{"id":"W4390081671","doi":"10.1093/geroni/igad104.2237","title":"PLASMA BDNF/IRISIN RATIO ASSOCIATES WITH COGNITIVE FUNCTION IN OLDER ADULTS","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Adipose Tissue and Metabolism","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Montreal Neurological Institute and Hospital; McGill University","funders":"","keywords":"Clusterin; Cognition; Internal medicine; Brain-derived neurotrophic factor; Psychology; Endocrinology; Odds ratio; Cohort; Effects of sleep deprivation on cognitive performance; Montreal Cognitive Assessment; Logistic regression; Medicine; Neurotrophic factors; Cognitive impairment; Chemistry; Psychiatry; Receptor","score_opus":0.018450748374085432,"score_gpt":0.2875530471242711,"score_spread":0.26910229875018565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390081671","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9959358,0.000059908984,0.00054102135,0.0011233506,0.00016884517,0.00036746508,0.0000026449675,0.00010158746,0.0016993877],"genre_scores_gemma":[0.9975838,0.000012725211,0.0000941103,0.0006047833,0.00013283208,0.00005791858,0.0002086876,0.00001891941,0.0012862181],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990565,0.000028747796,0.00032740718,0.00019483245,0.0001975646,0.00019495243],"domain_scores_gemma":[0.99948287,0.00008683469,0.00011231273,0.000070332644,0.00022979321,0.000017857801],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003890877,0.00009587139,0.00017540806,0.0007831661,0.00003575166,0.000015090541,0.000022296053,0.00006742349,0.000049335267],"category_scores_gemma":[0.0002563938,0.0000873878,0.000010778107,0.003236783,0.00002061507,0.00017907197,0.000013126303,0.00021544333,0.000085040345],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007593271,0.00020562437,0.8893219,0.0001377619,0.00009179251,0.00018675119,0.012321137,0.000078218494,0.0043515908,0.0037317662,0.0018934127,0.08692067],"study_design_scores_gemma":[0.005143833,0.000064777625,0.98454976,0.00092269544,0.000031346903,0.0000073287006,0.003598286,0.0010454198,0.003572428,0.0001915783,0.0007505217,0.00012201878],"about_ca_topic_score_codex":0.0001081436,"about_ca_topic_score_gemma":0.00011418394,"teacher_disagreement_score":0.09522782,"about_ca_system_score_codex":0.00006200988,"about_ca_system_score_gemma":0.00006546998,"threshold_uncertainty_score":0.3563571},"labels":[],"label_agreement":null},{"id":"W4390081673","doi":"10.1093/geroni/igad104.1852","title":"QUALITY OF WORK LIFE FOR CARE AIDES IN CANADIAN LONG-TERM CARE HOMES BEFORE AND DURING THE PANDEMIC","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Mental health; Pandemic; Burnout; Sample (material); Demographics; Medicine; Quality of life (healthcare); Multilevel model; Gerontology; Health care; Family medicine; Work (physics); Stratified sampling; Psychology; Coronavirus disease 2019 (COVID-19); Nursing; Demography; Psychiatry; Clinical psychology","score_opus":0.0583790895132388,"score_gpt":0.4173845208636005,"score_spread":0.3590054313503617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390081673","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99721116,0.00048769143,0.0000075242297,0.0012107579,0.00040171787,0.00051276066,0.000033542627,0.000035574172,0.00009927979],"genre_scores_gemma":[0.99941,0.000026568781,0.000023210105,0.000107084394,0.000111445515,0.000099577344,0.00011397694,0.000012276544,0.00009585915],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99881095,0.0000941755,0.00053215,0.0001429384,0.00009417772,0.00032564107],"domain_scores_gemma":[0.9992066,0.00025340772,0.00015497599,0.0001349993,0.00021611314,0.00003391144],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006920047,0.000073854506,0.00017179035,0.0006101641,0.0002782894,0.0000089230825,0.00007872207,0.000094,0.000007518912],"category_scores_gemma":[0.0003655573,0.00006261136,0.000017250899,0.0017540655,0.000029516363,0.00006177579,0.00003301364,0.00022239941,0.0000014892395],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001625306,0.0000011968051,0.9272365,0.00087101624,0.000003256995,8.057077e-7,0.06548674,0.0000143961415,0.000038456335,0.00023279201,0.00008845023,0.0060101342],"study_design_scores_gemma":[0.00048432336,0.0000060906937,0.92288846,0.0004321817,0.0000021234362,1.09850895e-7,0.07582865,0.0000029868484,0.000014181169,0.00016421343,0.000119759716,0.000056924586],"about_ca_topic_score_codex":0.061420698,"about_ca_topic_score_gemma":0.54967636,"teacher_disagreement_score":0.48825562,"about_ca_system_score_codex":0.0003399566,"about_ca_system_score_gemma":0.00037045672,"threshold_uncertainty_score":0.9448294},"labels":[],"label_agreement":null},{"id":"W4390081690","doi":"10.1093/geroni/igad104.2238","title":"RACE DIFFERENCES IN THE RELATIONSHIP BETWEEN HIGH AND VARIABLE BLOOD PRESSURE AND DOMAIN-SPECIFIC COGNITIVE CHANGE","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"","keywords":"Cognition; Cognitive decline; Episodic memory; Blood pressure; Race (biology); Psychology; Working memory; Gerontology; Semantic memory; Demography; Disease; Medicine; Internal medicine; Dementia; Psychiatry; Biology","score_opus":0.10387514255450972,"score_gpt":0.3434931852640511,"score_spread":0.23961804270954137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390081690","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9946441,0.00032595577,0.00019990854,0.0033288673,0.000022818618,0.00054286263,0.000008801389,0.000022503344,0.00090416556],"genre_scores_gemma":[0.99909216,0.00006084668,0.000103089194,0.00020606295,0.00009285185,0.0001398641,0.00007934681,0.0000062351487,0.00021953748],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990973,0.00011442724,0.00020794099,0.00017952005,0.0002276194,0.00017320023],"domain_scores_gemma":[0.9989186,0.0008623377,0.000047612895,0.000062511965,0.00009244712,0.000016470796],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011413248,0.00007058792,0.00011981538,0.0005063718,0.000090378,0.000055435117,0.00003746353,0.00004237584,0.000027389611],"category_scores_gemma":[0.0001952601,0.000054068456,0.00000485303,0.0020700537,0.00006574197,0.00014106648,0.000043741136,0.00024342444,0.0000044218414],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001665589,0.00003001485,0.98086643,0.00006735219,0.00002110761,0.000016279371,0.0028341552,3.255054e-8,0.00014070538,0.013368924,0.00003755523,0.0026007944],"study_design_scores_gemma":[0.0014737378,0.000059613223,0.9878731,0.0003095476,0.000037969658,0.0000048313527,0.0026690008,0.000011894098,0.000069851565,0.0070475503,0.0003867773,0.000056138913],"about_ca_topic_score_codex":0.00004851695,"about_ca_topic_score_gemma":0.0000044757207,"teacher_disagreement_score":0.007006664,"about_ca_system_score_codex":0.000005540511,"about_ca_system_score_gemma":0.000017261422,"threshold_uncertainty_score":0.22048476},"labels":[],"label_agreement":null},{"id":"W4390081691","doi":"10.1093/geroni/igad104.1978","title":"EFFECT OF A HOME-BASED EXERCISE PROGRAM ON SUBSEQUENT FALLS IN OLDER ADULTS WITH COGNITIVE FRAILTY","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Medicine; Cognition; Falls in older adults; Randomized controlled trial; Physical therapy; Gerontology; Poison control; Cognitive decline; Injury prevention; Dementia; Internal medicine; Psychiatry; Medical emergency","score_opus":0.018551388198320834,"score_gpt":0.3207168807801095,"score_spread":0.3021654925817887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390081691","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9961345,0.000018510142,0.00008013645,0.00059110933,0.000083304694,0.0025436422,0.00001006888,0.00018981949,0.0003488678],"genre_scores_gemma":[0.99845034,0.000004477989,0.00023338903,0.00021779325,0.000025447254,0.000688114,0.00027292455,0.000035199282,0.00007233236],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983211,0.00007469842,0.00052669673,0.00033528873,0.00043858032,0.00030359335],"domain_scores_gemma":[0.9989398,0.0003545162,0.00017432553,0.00021016058,0.00028731299,0.00003388368],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007099115,0.00019162148,0.00037079726,0.0014165103,0.000019784702,0.00001361263,0.00006918774,0.00008916297,0.000023722949],"category_scores_gemma":[0.00039546652,0.00015906863,0.000029428236,0.004984055,0.000078522855,0.00008640573,0.000020283112,0.0003279154,0.0000273799],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0041326936,0.000923397,0.5502045,0.00214774,0.000033843768,0.00036983335,0.0048043975,0.00037941014,0.0015884907,0.00007841851,0.00016201705,0.43517527],"study_design_scores_gemma":[0.022263316,0.0022464048,0.87244225,0.024622204,0.00003291474,0.000006068129,0.00078903476,0.0036919955,0.07358994,0.000023408107,0.0000272026,0.00026523642],"about_ca_topic_score_codex":0.00013486618,"about_ca_topic_score_gemma":0.00005318138,"teacher_disagreement_score":0.43491003,"about_ca_system_score_codex":0.00013911442,"about_ca_system_score_gemma":0.000100322286,"threshold_uncertainty_score":0.64866304},"labels":[],"label_agreement":null},{"id":"W4390081713","doi":"10.1093/geroni/igad104.1920","title":"OLDER WOMEN ENTREPRENEURS ARE DRIVEN BY WANT RATHER THAN NEED","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Business; Quarter (Canadian coin); Work (physics); Career path; Marketing; Entrepreneurship; Value (mathematics); Public relations; Finance; Business administration; Political science; Engineering","score_opus":0.018236539233635635,"score_gpt":0.24467514740846943,"score_spread":0.2264386081748338,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390081713","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.989403,0.000029008548,0.00002297854,0.006949976,0.00038215978,0.0001440159,0.0000021586175,0.0002261477,0.0028405185],"genre_scores_gemma":[0.99616635,0.000015139322,0.000007682314,0.0027098586,0.0003018583,0.00006306778,0.000036633224,0.000019686486,0.0006797073],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988184,0.000008263216,0.00035097267,0.00027245798,0.00020395135,0.0003459778],"domain_scores_gemma":[0.9994452,0.00003136081,0.00023598372,0.00015616356,0.00012610466,0.0000051885772],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031510458,0.00013357314,0.00015025538,0.000539798,0.00012732515,0.0001887906,0.00016303863,0.00003546165,0.00017318029],"category_scores_gemma":[0.00011549848,0.00012485492,0.000021749483,0.0030448989,0.00003504748,0.00060861045,0.00015005852,0.00010694985,0.00024853813],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005067181,0.000023920216,0.97438604,0.000043849373,0.000013198701,0.000007946267,0.0011163448,0.00023605702,0.0012393101,0.0023463971,0.017718598,0.0028632549],"study_design_scores_gemma":[0.001217969,0.000006962555,0.9120679,0.0003055039,0.000010109235,5.699374e-7,0.021877816,0.0021349213,0.0005428625,0.004608575,0.05668832,0.0005384879],"about_ca_topic_score_codex":0.00016406756,"about_ca_topic_score_gemma":0.000027118853,"teacher_disagreement_score":0.062318154,"about_ca_system_score_codex":0.000041176794,"about_ca_system_score_gemma":0.0000062109034,"threshold_uncertainty_score":0.5091436},"labels":[],"label_agreement":null},{"id":"W4390081725","doi":"10.1093/geroni/igad104.1849","title":"A SYSTEMATIC REVIEW OF MEASURES OF SOCIAL CONNECTION FOR PEOPLE LIVING IN LONG-TERM CARE HOMES: THE SONNET STUDY","year":2023,"lang":"en","type":"review","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Toronto Rehabilitation Institute; University Health Network","funders":"","keywords":"Quality of life (healthcare); Psychology; Construct (python library); Connection (principal bundle); Quality (philosophy); Reliability (semiconductor); Construct validity; Systematic review; Long-term care; Applied psychology; Gerontology; Medicine; MEDLINE; Computer science; Psychometrics; Clinical psychology; Psychiatry; Psychotherapist; Mathematics","score_opus":0.13275558236918986,"score_gpt":0.4709722541762917,"score_spread":0.3382166718071018,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390081725","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014473011,0.98719794,0.000079326186,0.0000766729,0.0008524092,0.01024756,0.000029533157,0.000034758377,0.00003451779],"genre_scores_gemma":[0.011248309,0.98471904,0.000006919434,0.000032227814,0.00020586784,0.0034761466,0.00018610468,0.000056299083,0.00006906497],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9947418,0.0013955168,0.0030553069,0.0002395071,0.00032426402,0.00024362003],"domain_scores_gemma":[0.9941421,0.002326412,0.002480286,0.00028081046,0.0007621037,0.000008294217],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0051845484,0.00021203628,0.002383356,0.00096191035,0.00019998681,0.000008470273,0.00023313714,0.00018021566,0.000012614294],"category_scores_gemma":[0.0028128435,0.00015227856,0.00018386636,0.004139038,0.000017304517,0.000053292,0.00007272712,0.0004459002,0.0000036457122],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000026172233,0.000035075245,0.0014536657,0.95504093,0.0000691024,4.6840515e-7,0.033893533,2.8980392e-7,6.739412e-8,0.00011061107,0.0002210678,0.009172553],"study_design_scores_gemma":[0.00024171452,0.00003408262,0.0039008127,0.93593717,0.00057904207,7.21801e-7,0.058794297,0.0000010395835,5.1218358e-8,0.000014670622,0.00036869204,0.00012773369],"about_ca_topic_score_codex":0.00028351488,"about_ca_topic_score_gemma":0.0014087921,"teacher_disagreement_score":0.024900766,"about_ca_system_score_codex":0.00040977742,"about_ca_system_score_gemma":0.0005113132,"threshold_uncertainty_score":0.62097394},"labels":[],"label_agreement":null},{"id":"W4390081733","doi":"10.1093/geroni/igad104.1808","title":"PALLIATIVE CARE IN RESIDENTIAL CARE HOMES: IMPLEMENTATION CHALLENGES AND EARLY FINDINGS IN THREE CLINICAL TRIALS","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Palliative care; Dementia; Nursing; Specialty; Medicine; Clinical trial; Intervention (counseling); Psychology; Family medicine","score_opus":0.4229231572296621,"score_gpt":0.5624134009824713,"score_spread":0.13949024375280916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390081733","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9928567,0.0051004644,0.000022847633,0.001117325,0.0001720025,0.00046299654,0.000010018595,0.000026457654,0.00023121746],"genre_scores_gemma":[0.99578273,0.0036062372,0.00024788568,0.00006136959,0.000116353935,0.00004947526,0.00011677352,0.0000125115575,0.000006678124],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978493,0.00020291735,0.0012776939,0.00026317805,0.00022513143,0.00018176528],"domain_scores_gemma":[0.9987823,0.0006142025,0.00024455698,0.00010334745,0.00023555363,0.00002004737],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022864596,0.0001081045,0.0004978703,0.0011755546,0.000019084113,0.000013156598,0.000049920476,0.000102425416,0.0000109980665],"category_scores_gemma":[0.0015808858,0.0001065483,0.00003660336,0.0013850451,0.000040252686,0.0001417793,0.000044271288,0.00023165427,0.0000030152587],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000959216,0.000010650716,0.8778422,0.0002598826,0.000015686162,0.00002783353,0.06600055,0.0000044814346,0.00026157545,0.00085430517,0.00003120241,0.05459573],"study_design_scores_gemma":[0.0034409568,0.00011473475,0.89586556,0.0014485884,0.000010989683,1.7203948e-7,0.09683323,0.000018438097,0.0010906708,0.0007994646,0.0002929966,0.00008421981],"about_ca_topic_score_codex":0.00055446604,"about_ca_topic_score_gemma":0.0042388886,"teacher_disagreement_score":0.054511514,"about_ca_system_score_codex":0.00014151582,"about_ca_system_score_gemma":0.00009226855,"threshold_uncertainty_score":0.43449137},"labels":[],"label_agreement":null},{"id":"W4390081748","doi":"10.1093/geroni/igad104.1869","title":"SOCIAL NETWORK AND CAREGIVING EXPERIENCE AMONG SPOUSE AND ADULT-CHILD DEMENTIA CAREGIVERS: A MEDIATION ANALYSIS","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Spouse; Mediation; Psychology; Stressor; Family caregivers; Social network (sociolinguistics); Context (archaeology); Caregiver burden; Social support; Dementia; Multilevel model; Developmental psychology; Clinical psychology; Gerontology; Medicine; Social psychology","score_opus":0.01610892316860546,"score_gpt":0.31749871155370607,"score_spread":0.3013897883851006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390081748","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99698293,0.00005510423,0.0010059115,0.0010652968,0.000033834698,0.00019775801,0.0000012572457,0.00005699152,0.0006009058],"genre_scores_gemma":[0.9993397,0.00005707592,0.00007062923,0.00020502087,0.0001227225,0.000046214238,0.000089821995,0.000008397275,0.000060430913],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989467,0.00004086436,0.0002477565,0.0002360954,0.00029014557,0.00023838559],"domain_scores_gemma":[0.9995528,0.000043674907,0.0000837419,0.00006620382,0.0002208243,0.00003276698],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043266377,0.00008277993,0.0001508699,0.00082913856,0.00018483355,0.000061149665,0.00003216473,0.000040755676,0.00003107743],"category_scores_gemma":[0.00011641409,0.000086738335,0.000020727835,0.0041116187,0.00008028825,0.00020372373,0.000070707996,0.00012843161,0.000001853151],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014859868,0.000009932748,0.986359,0.000031948108,0.00012669325,0.00001836873,0.008153904,0.000033095253,0.0002120152,0.0005270144,0.00013994564,0.0043731956],"study_design_scores_gemma":[0.0007486803,0.000020109486,0.98563355,0.00005930888,0.0000912867,0.0000018246878,0.010008306,0.0030528014,0.00011897301,0.00011726988,0.000067557216,0.00008035947],"about_ca_topic_score_codex":0.00011380971,"about_ca_topic_score_gemma":0.0001231277,"teacher_disagreement_score":0.004292836,"about_ca_system_score_codex":0.00004047143,"about_ca_system_score_gemma":0.00001977909,"threshold_uncertainty_score":0.35370865},"labels":[],"label_agreement":null},{"id":"W4390081754","doi":"10.1093/geroni/igad104.1819","title":"EVERYDAY SOLITUDE, TIME SAVORING, WELL-BEING, AND HEALTH IN OLDER ADULTHOOD","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Psychological and Temporal Perspectives Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Solitude; Mood; Feeling; Psychology; Depressive symptoms; Clinical psychology; Developmental psychology; Depressive mood; Psychiatry; Social psychology; Anxiety","score_opus":0.057453686045654324,"score_gpt":0.4134843023014131,"score_spread":0.35603061625575877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390081754","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9311324,0.00011501497,0.00007893958,0.01082084,0.00022396287,0.0002927923,0.0000019786555,0.00012799479,0.057206083],"genre_scores_gemma":[0.9945442,0.000028703113,0.00008384092,0.001080425,0.00008144205,0.0000477864,0.000023981826,0.000014337762,0.0040952982],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984168,0.00013244792,0.0004431469,0.00040695266,0.00015181123,0.00044885703],"domain_scores_gemma":[0.9995699,0.000076607415,0.00008645057,0.000171617,0.000054003292,0.000041450745],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014381482,0.00010735579,0.00018303399,0.0010131388,0.00006119275,0.000032707787,0.000120264354,0.00007831889,0.0006048321],"category_scores_gemma":[0.000053099862,0.00010273031,0.000014498747,0.0032883037,0.000052637122,0.000109611916,0.00007571051,0.000380355,0.0005592063],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000062128835,0.0003995464,0.7695481,0.00006454758,0.000028951976,0.00013266852,0.022489555,0.000019105564,0.000562423,0.10264786,0.025885204,0.07815986],"study_design_scores_gemma":[0.0010137423,0.000050599396,0.97931606,0.00008647032,3.1746998e-7,0.000008899639,0.0009822559,0.000156376,0.000016326228,0.015022554,0.0032248576,0.00012157432],"about_ca_topic_score_codex":0.00034629655,"about_ca_topic_score_gemma":0.000023415783,"teacher_disagreement_score":0.20976788,"about_ca_system_score_codex":0.00010163399,"about_ca_system_score_gemma":0.000026899346,"threshold_uncertainty_score":0.7187652},"labels":[],"label_agreement":null},{"id":"W4390081758","doi":"10.1093/geroni/igad104.1841","title":"THE CO-EVOLUTION OF PERSONAL NETWORKS AND LONELINESS FOLLOWING WIDOWHOOD FOR MEN AND WOMEN","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Loneliness; Personal network; Moderation; Psychology; Social network (sociolinguistics); German; Social psychology; Developmental psychology; Sociology; Geography; Political science","score_opus":0.030125464206455232,"score_gpt":0.35866803128781494,"score_spread":0.3285425670813597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390081758","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9910161,0.00017239049,0.0017391527,0.006170419,0.00020025973,0.00017900969,0.0000019365061,0.000019836696,0.0005009337],"genre_scores_gemma":[0.99937654,0.000070349946,0.000030686842,0.00020231023,0.00010150637,0.000035860656,0.0000031995837,0.0000031633372,0.0001763589],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994058,0.000033807366,0.00018754548,0.00006956635,0.00010036365,0.00020288756],"domain_scores_gemma":[0.999507,0.00034057934,0.00005872783,0.000024867362,0.00005257783,0.00001625159],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020959955,0.000030667605,0.000067846406,0.00008349914,0.00042276425,0.000038226157,0.00003435323,0.000030424779,0.0000012329166],"category_scores_gemma":[0.00028154612,0.000026259868,0.000007442212,0.0006569379,0.00005668586,0.00009923923,0.00001350743,0.000043292457,1.4433776e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018233131,0.0000060176553,0.78997093,0.00010988161,0.000013195962,5.465079e-7,0.050006796,0.000105508145,0.000024264073,0.13148977,0.0014793854,0.026775468],"study_design_scores_gemma":[0.0008260771,0.000015899628,0.747026,0.00012963728,0.0000036589095,2.2289464e-7,0.19964224,0.026340956,0.0000064774695,0.01247715,0.013408245,0.00012343036],"about_ca_topic_score_codex":0.0006123735,"about_ca_topic_score_gemma":0.00020456115,"teacher_disagreement_score":0.14963545,"about_ca_system_score_codex":0.0000792908,"about_ca_system_score_gemma":0.00006843798,"threshold_uncertainty_score":0.32516035},"labels":[],"label_agreement":null},{"id":"W4390081766","doi":"10.1093/geroni/igad104.2094","title":"THE ROLE OF FRAILTY ON THE IMPACT OF SOCIAL RELATIONSHIPS ON HEALTH OUTCOMES: RESULT FROM THE FRÉLE LONGITUDINAL STUDY","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Social connectedness; Mental health; Social isolation; Gerontology; Social support; Psychology; Psychological intervention; Interpersonal ties; Longitudinal study; Successful aging; Social engagement; Medicine; Psychiatry; Social psychology","score_opus":0.2091085925690388,"score_gpt":0.4642464184853558,"score_spread":0.255137825916317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390081766","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9238808,0.000020856764,0.000005540868,0.07284201,0.00018141938,0.00042574987,0.000030498963,0.000023094291,0.0025900018],"genre_scores_gemma":[0.9990304,0.000013235462,0.0000043649566,0.0006731932,0.0001113489,0.000025129775,0.000008802718,0.0000061125666,0.00012739237],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99779266,0.0007532962,0.000596267,0.000119607685,0.00047749933,0.00026065903],"domain_scores_gemma":[0.99531186,0.0039669513,0.0003751961,0.00020155712,0.00012730458,0.000017160917],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.005788701,0.00007367853,0.00015801983,0.000104306935,0.0016248493,0.000048899983,0.0002817954,0.00004178744,0.000025687097],"category_scores_gemma":[0.0025052722,0.000036836016,0.000051395225,0.0019194274,0.00012986759,0.00006686249,0.000035829275,0.00034179818,0.000009746253],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014618629,0.00003960042,0.7997753,0.0000021217625,0.000015984264,1.233678e-7,0.044497874,0.00007210986,8.2474753e-7,0.1511226,0.0027212822,0.0017375635],"study_design_scores_gemma":[0.00015952466,0.000032229542,0.8973216,0.000030484825,0.0000014444938,7.217472e-9,0.08831174,0.00004991848,0.0000027586148,0.012770628,0.0012879953,0.000031676645],"about_ca_topic_score_codex":0.047587488,"about_ca_topic_score_gemma":0.012740434,"teacher_disagreement_score":0.13835198,"about_ca_system_score_codex":0.00018736644,"about_ca_system_score_gemma":0.0003243126,"threshold_uncertainty_score":0.9996749},"labels":[],"label_agreement":null},{"id":"W4390081779","doi":"10.1093/geroni/igad104.2095","title":"USING NETWORK ANALYSIS METHODS TO STUDY MULTIMORBIDITY PATTERNS","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Multimorbidity; Similarity (geometry); Cluster analysis; Cluster (spacecraft); Association (psychology); Disease; Network analysis; Medicine; Data mining; Computer science; Psychology; Artificial intelligence; Internal medicine","score_opus":0.204666583619648,"score_gpt":0.4942411272710905,"score_spread":0.2895745436514425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390081779","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.870427,0.0000050285107,0.12789309,0.00036680308,0.00017387344,0.00043215085,0.0000015933068,0.00014177385,0.00055866013],"genre_scores_gemma":[0.97931886,0.0000010814986,0.019938849,0.00038799774,0.0001502605,0.000034456247,0.000059764898,0.000013262015,0.00009548622],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99879205,0.00009676987,0.00040831897,0.00025996284,0.00021262732,0.00023025318],"domain_scores_gemma":[0.99945724,0.00006291798,0.00008259072,0.00027584672,0.00009202797,0.000029403343],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014565603,0.000095400246,0.0002263289,0.0014167493,0.00006019786,0.00004188079,0.000068575326,0.000019856663,0.00017702718],"category_scores_gemma":[0.00013840794,0.00009980054,0.000036949332,0.013451127,0.000007907526,0.00008099678,0.00011798297,0.00010078269,0.000016740116],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001135826,0.00009106337,0.9151356,0.00003646428,0.00034248194,0.000063661726,0.000755916,0.06937685,0.00023417076,0.0003979859,0.00020995874,0.013344466],"study_design_scores_gemma":[0.00058856054,0.000019152927,0.9149626,0.000048616464,0.00027967192,3.3019964e-7,0.0017969162,0.0817451,0.000052309817,0.00020417997,0.00020805464,0.00009452543],"about_ca_topic_score_codex":0.00030503387,"about_ca_topic_score_gemma":0.00006199842,"teacher_disagreement_score":0.10889182,"about_ca_system_score_codex":0.00014188154,"about_ca_system_score_gemma":0.00003323018,"threshold_uncertainty_score":0.6462821},"labels":[],"label_agreement":null},{"id":"W4390081784","doi":"10.1093/geroni/igad104.2096","title":"BIOLOGICAL AGE AND COGNITIVE PERFORMANCE AMONG LATE MID-LIFE WOMEN","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Cognitive Abilities and Testing","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Verbal fluency test; Cognition; Psychology; Cognitive decline; Effects of sleep deprivation on cognitive performance; Cognitive reserve; Neuropsychological test; Neuropsychology; Episodic memory; Verbal memory; Trail Making Test; Verbal learning; Audiology; Developmental psychology; Dementia; Medicine; Disease; Psychiatry; Cognitive impairment; Internal medicine","score_opus":0.07380279784742538,"score_gpt":0.3343464686238847,"score_spread":0.2605436707764593,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390081784","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9891646,0.000020908397,0.00004800258,0.00014252937,0.00017392052,0.00013325251,0.000005093565,0.000125605,0.010186121],"genre_scores_gemma":[0.9986724,0.000007419119,0.000016820006,0.0005042997,0.00006520441,0.000097363714,0.000030815445,0.000009349281,0.0005962842],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99909794,0.00005498038,0.00027887078,0.00022593746,0.00006180478,0.00028048063],"domain_scores_gemma":[0.99935526,0.0003955652,0.000077319215,0.00005916748,0.00008890964,0.000023765333],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066693407,0.000082508814,0.00011172107,0.00032161648,0.00008068269,0.000027125106,0.00004161853,0.000053127646,0.000253934],"category_scores_gemma":[0.0005872827,0.00007973315,0.000007750768,0.0014284329,0.00012167859,0.00009662216,0.000064227366,0.00017022502,0.00006708289],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019038074,0.000014884699,0.94223595,0.000020619196,0.00001317094,0.00004446849,0.009310604,0.0000037680636,0.00026831924,0.001183192,0.000043556985,0.04684244],"study_design_scores_gemma":[0.0005117096,0.000040833318,0.9898229,0.0000884628,0.0000014110332,0.0000020504722,0.007723788,0.00025755248,0.000050833405,0.0012084991,0.00018619244,0.00010573574],"about_ca_topic_score_codex":0.000048880127,"about_ca_topic_score_gemma":0.000004666826,"teacher_disagreement_score":0.047586992,"about_ca_system_score_codex":0.000023913299,"about_ca_system_score_gemma":0.000010253196,"threshold_uncertainty_score":0.32514235},"labels":[],"label_agreement":null},{"id":"W4390081789","doi":"10.1093/geroni/igad104.1821","title":"AGE-RELATED DIFFERENCES IN DAILY EXPERIENCES OF HAPPINESS: THE ROLE OF THINKING ABOUT THE FUTURE","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Happiness; Calmness; Psychology; Developmental psychology; Arousal; Affect (linguistics); Social psychology","score_opus":0.041644011748523564,"score_gpt":0.3562327553425283,"score_spread":0.31458874359400474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390081789","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9882473,0.0007204008,0.000022752974,0.0023450884,0.00041218908,0.0001229627,6.846388e-7,0.000027708513,0.008100957],"genre_scores_gemma":[0.999368,0.0000082876095,0.000012548881,0.00007297841,0.000047392296,0.00007769779,0.0000055324663,0.00000523516,0.00040230216],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99878716,0.00020545816,0.00046299223,0.00015075688,0.00019705242,0.00019659595],"domain_scores_gemma":[0.9992414,0.00027615705,0.0001799527,0.00021865337,0.00007891532,0.000004914311],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013880923,0.00006929558,0.00014823253,0.00038566103,0.000087343076,0.000015209454,0.0003910678,0.00007877712,0.00009128001],"category_scores_gemma":[0.00008302781,0.000040384293,0.000017036438,0.0030300473,0.0002736282,0.00005640043,0.000063557905,0.0003207237,0.000007760214],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015571264,0.000027693777,0.35217145,0.000011508773,0.000021911581,0.0000073340566,0.5390692,0.00001902162,0.0005043935,0.09236081,0.00020485009,0.015586274],"study_design_scores_gemma":[0.00021971697,0.000012043626,0.5596985,0.000074667034,0.0000014435009,0.0000018805209,0.42561075,0.0003567335,0.0002149081,0.013533817,0.00022757318,0.00004795639],"about_ca_topic_score_codex":0.00032931258,"about_ca_topic_score_gemma":0.00010972383,"teacher_disagreement_score":0.20752707,"about_ca_system_score_codex":0.0000101795285,"about_ca_system_score_gemma":0.000025370024,"threshold_uncertainty_score":0.16468237},"labels":[],"label_agreement":null},{"id":"W4390081793","doi":"10.1093/geroni/igad104.1964","title":"EMBOLDEN: CATALYZING RESEARCH FOR OLDER ADULTS THROUGH CO-DESIGNED MOBILITY-PROMOTING INTERVENTION RESEARCH","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Intervention (counseling); Aging in place; Psychological intervention; Recreation; Mental health; Nursing; Gerontology; Qualitative research; Facilitator; Psychology; Medicine; Applied psychology; Medical education; Social psychology; Sociology; Political science","score_opus":0.24093950985085402,"score_gpt":0.5417531881209786,"score_spread":0.3008136782701246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390081793","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.977631,0.000075955235,0.0010047966,0.015491084,0.00042575967,0.0015180614,0.0000065881873,0.00015588752,0.0036908998],"genre_scores_gemma":[0.99744,0.000035419653,0.0003893896,0.0002189074,0.0003537351,0.00045821912,0.00006961517,0.000020102,0.0010146155],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9959397,0.00096734776,0.00072162703,0.00039527146,0.00092275604,0.001053337],"domain_scores_gemma":[0.9961523,0.002272169,0.0001057976,0.0002078916,0.0012125816,0.00004930024],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.03574578,0.000081178885,0.00016246227,0.0010154877,0.0016080886,0.0002337144,0.00031189984,0.00012505864,0.000070128706],"category_scores_gemma":[0.0072653927,0.000090160735,0.00004141945,0.0068029887,0.00021923405,0.0005766022,0.000105544605,0.0004996847,0.000058999853],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009558709,0.00025679477,0.1267589,0.0028263761,0.000018153287,0.000014227689,0.3849086,0.000029364543,0.0004577653,0.36020035,0.019378684,0.105055206],"study_design_scores_gemma":[0.0034502384,0.00014288754,0.24921128,0.005741583,0.000004161088,9.1763775e-7,0.5832843,0.002589553,0.0049547735,0.09657552,0.053449005,0.000595788],"about_ca_topic_score_codex":0.0123833185,"about_ca_topic_score_gemma":0.002491038,"teacher_disagreement_score":0.26362482,"about_ca_system_score_codex":0.0005400473,"about_ca_system_score_gemma":0.00029736778,"threshold_uncertainty_score":0.99969167},"labels":[],"label_agreement":null},{"id":"W4390081821","doi":"10.1093/geroni/igad104.1328","title":"TIFFS, TOSSES, AND TURNS: EFFECTS OF AFFECTIVE REACTIVITY TO INTERPERSONAL STRESSORS DURING THE DAY ON NIGHTLY SLEEP","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Sleep and related disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Stressor; Psychology; Interpersonal communication; Affect (linguistics); Clinical psychology; Reactivity (psychology); Sleep (system call); Context (archaeology); Interpersonal relationship; Social stress; Developmental psychology; Medicine; Social psychology","score_opus":0.009843132776969398,"score_gpt":0.2912322994494459,"score_spread":0.2813891666724765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390081821","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9956647,0.00007072256,0.000108916414,0.0007531464,0.0006629852,0.0002902476,0.0000027677777,0.00005573893,0.002390777],"genre_scores_gemma":[0.9995158,0.000007780323,0.0000070407305,0.00020727004,0.000041225285,0.000051285064,0.000006383028,0.000013149339,0.00015006705],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991346,0.00015126527,0.00019754062,0.0002215717,0.00012106623,0.00017397903],"domain_scores_gemma":[0.9990741,0.0006169213,0.00009029547,0.00015243611,0.000051280633,0.000014965772],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043503795,0.00009805668,0.00011407597,0.0005391303,0.000050101764,0.000015117293,0.00008299188,0.000073149306,0.000020139503],"category_scores_gemma":[0.00031857527,0.00007525591,0.000014218447,0.0022706175,0.000045166777,0.00006561381,0.000044245466,0.00025984203,0.000026441183],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006696854,0.00072243065,0.3461505,0.0004329012,0.0009475555,0.00019396987,0.21871305,0.0013761627,0.08884126,0.02876314,0.0023877893,0.3108016],"study_design_scores_gemma":[0.0014666081,0.000103442486,0.9813034,0.00034105862,0.000015692136,0.0000043552664,0.00497765,0.00021422218,0.010275176,0.0005927346,0.0005375269,0.00016813143],"about_ca_topic_score_codex":0.00020792302,"about_ca_topic_score_gemma":0.000059507915,"teacher_disagreement_score":0.63515294,"about_ca_system_score_codex":0.000040977826,"about_ca_system_score_gemma":0.000007449228,"threshold_uncertainty_score":0.3068847},"labels":[],"label_agreement":null},{"id":"W4390081835","doi":"10.1093/geroni/igad104.1657","title":"PLASMA NEUROFILAMENT LIGHT CHAIN IS ASSOCIATED WITH PHYSICAL FRAILTY IN OLDER ADULTS WITHOUT DEMENTIA","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dementia; Medicine; Gerontology; Confidence interval; Cognitive decline; Odds ratio; Internal medicine; Disease","score_opus":0.021849948485736837,"score_gpt":0.2918927480060199,"score_spread":0.27004279952028304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390081835","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98909086,0.0000073967503,0.000076838594,0.008832278,0.00015937682,0.0006233962,0.0000062640156,0.00021107435,0.0009925419],"genre_scores_gemma":[0.99727356,0.0000031042975,0.00014315265,0.0014280811,0.000094294526,0.00010564025,0.00016234104,0.000045352997,0.000744465],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99805725,0.00005276967,0.00053097657,0.0004231816,0.0005205802,0.00041524385],"domain_scores_gemma":[0.99923253,0.00008659914,0.00018549713,0.0002576103,0.00019618064,0.00004155993],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038717786,0.0002051625,0.00031839754,0.00087083963,0.000045655634,0.00002901924,0.000099091485,0.00008352855,0.000049500715],"category_scores_gemma":[0.00029176092,0.00018983301,0.000026063233,0.0044874996,0.000036956106,0.00015948171,0.0000603228,0.00042512486,0.00006649615],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020149203,0.00058606674,0.9543486,0.00015218207,0.000120821154,0.0003023568,0.01884018,0.0002125555,0.010170891,0.00041509967,0.004975949,0.009673762],"study_design_scores_gemma":[0.008018486,0.00014280509,0.9494665,0.0021853738,0.000026273545,0.000010075597,0.0007886862,0.027082875,0.011427046,0.00010203914,0.00048310996,0.00026670264],"about_ca_topic_score_codex":0.00008176176,"about_ca_topic_score_gemma":0.00012118128,"teacher_disagreement_score":0.02687032,"about_ca_system_score_codex":0.00019768215,"about_ca_system_score_gemma":0.0000785483,"threshold_uncertainty_score":0.7741165},"labels":[],"label_agreement":null},{"id":"W4390081837","doi":"10.1093/geroni/igad104.1630","title":"ASSOCIATION OF ASSISTED LIVING HOMES PREPAREDNESS FOR AND RESPONSES TO THE COVID-19 PANDEMIC WITH RESIDENT PAIN","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University; University of Waterloo; University of Alberta","funders":"","keywords":"Medicine; Preparedness; Pandemic; Loneliness; Depression (economics); Polypharmacy; Activities of daily living; Physical therapy; Coronavirus disease 2019 (COVID-19); Psychiatry; Internal medicine","score_opus":0.12508921616883617,"score_gpt":0.4498824137248099,"score_spread":0.32479319755597374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390081837","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9828398,0.000035115267,0.0070260544,0.009198262,0.00017378292,0.0005718243,0.0000177286,0.00007056415,0.00006682078],"genre_scores_gemma":[0.9938041,0.0000067896576,0.00012548022,0.0035620313,0.00004002878,0.0002486419,0.0000175357,0.000010146141,0.002185232],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988472,0.00032151188,0.0003313505,0.00018138315,0.00014485467,0.00017369093],"domain_scores_gemma":[0.9960625,0.0034744544,0.00021323217,0.00013017777,0.00009382829,0.000025774216],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006133328,0.00006069205,0.00010824412,0.00043079074,0.00010769271,0.000018037324,0.00006609317,0.000044682085,0.00001555385],"category_scores_gemma":[0.003042129,0.000048671776,0.0000092437695,0.0015665998,0.00001551328,0.00004633388,0.000031035208,0.00006786892,0.0000022746626],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002355863,0.000017787053,0.9549928,0.00014210041,0.000017830716,0.0000013624884,0.028067226,0.00004324221,0.0005039499,0.0011393909,0.0072332164,0.0076055583],"study_design_scores_gemma":[0.00064125017,0.00011618436,0.96799046,0.00014650167,0.000007508797,0.0000031313043,0.011516581,0.000155287,0.000023831282,0.00040882282,0.018906672,0.00008378639],"about_ca_topic_score_codex":0.0010055909,"about_ca_topic_score_gemma":0.0021961192,"teacher_disagreement_score":0.016550645,"about_ca_system_score_codex":0.0005671027,"about_ca_system_score_gemma":0.00024301343,"threshold_uncertainty_score":0.36419323},"labels":[],"label_agreement":null},{"id":"W4390081843","doi":"10.1093/geroni/igad104.1628","title":"CAREGIVER INVOLVEMENT AND CONCERNS WITH RESIDENT CARE IN ASSISTED LIVING BEFORE AND DURING COVID-19","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo; York University; University of British Columbia; University of Calgary; University of Alberta; McMaster University","funders":"","keywords":"Pandemic; Mood; Medicine; Staffing; Toileting; Anxiety; Respite care; Demographics; Caregiver burden; Recreation; Long-term care; Dementia; Family medicine; Coronavirus disease 2019 (COVID-19); Gerontology; Nursing; Activities of daily living; Psychiatry; Demography; Disease","score_opus":0.05607348566103986,"score_gpt":0.39371181225922536,"score_spread":0.3376383265981855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390081843","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99689615,0.00016162997,0.000026564787,0.0019879993,0.00018505639,0.000366225,0.0000044489375,0.000085158295,0.00028678318],"genre_scores_gemma":[0.99914616,0.000032364536,0.000051625688,0.00027920937,0.00007476467,0.00007313576,0.000032225427,0.000014097362,0.0002964396],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988786,0.00010659892,0.0003671511,0.00023572255,0.00015253428,0.00025941187],"domain_scores_gemma":[0.9994171,0.00018438183,0.00013201268,0.0001080338,0.000116128336,0.000042329582],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048923923,0.000091861715,0.00014768912,0.0007242489,0.00032259093,0.00001959995,0.00004048508,0.000069902904,0.000016676442],"category_scores_gemma":[0.00018008506,0.000086553395,0.0000055716655,0.0016117862,0.000037273643,0.00011320296,0.00009508769,0.0002485829,0.0000022626723],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019848481,0.0000034785844,0.81835985,0.00054319145,0.0000039890006,0.000026227299,0.1792185,0.000030439316,0.00013798883,0.0003266966,0.00027584317,0.0010539131],"study_design_scores_gemma":[0.0008659608,0.000023615039,0.8107246,0.00079084176,0.0000036901265,0.0000014627694,0.18684624,0.000030941206,0.000015097194,0.00010258511,0.00051410304,0.00008086047],"about_ca_topic_score_codex":0.00315903,"about_ca_topic_score_gemma":0.019125273,"teacher_disagreement_score":0.015966242,"about_ca_system_score_codex":0.0005229123,"about_ca_system_score_gemma":0.00021254385,"threshold_uncertainty_score":0.99877316},"labels":[],"label_agreement":null},{"id":"W4390081845","doi":"10.1093/geroni/igad104.1981","title":"VIRTUAL GERAS DANCING FOR COGNITION EXERCISE (DANCE) FOR OLDER ADULTS: A FEASIBILITY RANDOMIZED CONTROL TRIAL","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Randomized controlled trial; Dance; Mood; Fear of falling; Physical therapy; Anxiety; Medicine; Psychology; Poison control; Clinical psychology; Psychiatry; Injury prevention","score_opus":0.04158768031597947,"score_gpt":0.3901098887308142,"score_spread":0.3485222084148347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390081845","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8591105,0.00003825658,0.122155786,0.0008803971,0.0023015689,0.015010545,0.000089032226,0.00025384247,0.0001601033],"genre_scores_gemma":[0.9869373,0.000021910342,0.0005737648,0.0006986257,0.0007251811,0.009832848,0.0007546387,0.000032373202,0.0004233998],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99709547,0.0003747942,0.0014855233,0.0003910622,0.00019042224,0.00046273158],"domain_scores_gemma":[0.99620795,0.0022492686,0.00063101033,0.0001849747,0.00069679145,0.000029982693],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0067143906,0.00016046228,0.0005884722,0.00044509472,0.000455663,0.000020395906,0.000092581016,0.00019717055,0.000012074209],"category_scores_gemma":[0.0026413475,0.00015599269,0.00013091932,0.0010828257,0.000042736814,0.00028818825,0.00002394871,0.00029057916,0.000023937673],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.91184866,0.0006668751,0.0039344705,0.0020199586,0.00009461571,0.0000016258612,0.012314955,0.00002774347,0.0051933224,0.019635191,0.0059143673,0.038348205],"study_design_scores_gemma":[0.9495492,0.00006466822,0.01294338,0.001990578,0.000055247347,1.3721545e-7,0.0027476372,0.017920263,0.000028953522,0.01424006,0.0002562697,0.00020362821],"about_ca_topic_score_codex":0.000044289685,"about_ca_topic_score_gemma":0.00004772584,"teacher_disagreement_score":0.1278268,"about_ca_system_score_codex":0.0001662087,"about_ca_system_score_gemma":0.0001654989,"threshold_uncertainty_score":0.6361197},"labels":[],"label_agreement":null},{"id":"W4390081859","doi":"10.1093/geroni/igad104.2061","title":"DEVELOPING A GERIATRIC EMERGENCY DEPARTMENT BY FOCUSING ON THE THREE PS: PEOPLE, PROCESSES, AND PLACE","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Emergency department; Accreditation; Workflow; Population; Process (computing); Quality (philosophy); Medicine; Population ageing; Nursing; Psychology; Gerontology; Medical education; Computer science","score_opus":0.03476196379035216,"score_gpt":0.31430121545264567,"score_spread":0.2795392516622935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390081859","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9768383,0.0010125713,0.0010698788,0.019405823,0.00026401706,0.00033248743,0.0000041995518,0.00008631003,0.0009864502],"genre_scores_gemma":[0.9976133,0.001160682,0.00020574639,0.0005944533,0.0001167656,0.00009986286,0.000042000058,0.00001470123,0.000152506],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999111,0.000013735095,0.0003333525,0.00018466795,0.00017417097,0.00018306736],"domain_scores_gemma":[0.99955225,0.00007898412,0.000088277695,0.00009168996,0.0001777911,0.000010979861],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037750215,0.00010367299,0.00012423469,0.00025813346,0.00018475087,0.000011421805,0.00004274078,0.000027662247,0.00002031184],"category_scores_gemma":[0.00045956293,0.00007613662,0.000010548731,0.0038620739,0.000014035396,0.00006970548,0.000050757015,0.00011772198,0.000008184831],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001228684,0.000121807454,0.73320836,0.0019342224,0.00024547966,0.00004548387,0.013892254,0.00008761428,0.0058047804,0.03727887,0.17638181,0.030876445],"study_design_scores_gemma":[0.004268333,0.00038823395,0.8312897,0.003327658,0.0001836046,0.00005436214,0.017450433,0.0023009824,0.014643463,0.020835754,0.10355922,0.0016982738],"about_ca_topic_score_codex":0.000025034837,"about_ca_topic_score_gemma":0.00013844826,"teacher_disagreement_score":0.09808132,"about_ca_system_score_codex":0.00006004715,"about_ca_system_score_gemma":0.00007083761,"threshold_uncertainty_score":0.3104761},"labels":[],"label_agreement":null},{"id":"W4390081883","doi":"10.1093/geroni/igad104.1894","title":"FACTORS ASSOCIATED WITH WANDERING AMONG PERSONS WITH DEMENTIA: A RETROSPECTIVE STUDY","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo; University of Alberta","funders":"","keywords":"Dementia; Medicine; Demography; Logistic regression; Ethnic group; Population; Retrospective cohort study; Observational study; Gerontology; Internal medicine; Environmental health; Disease; Sociology","score_opus":0.0487127882800695,"score_gpt":0.32932918121682553,"score_spread":0.280616392936756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390081883","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99612296,0.0000028803863,0.0003620131,0.0002077502,0.000024632744,0.00068611687,0.0000021841806,0.0001480429,0.0024434102],"genre_scores_gemma":[0.9992703,5.331751e-7,0.000013090182,0.000041416402,0.000017409531,0.00008804142,0.00006393778,0.000021794065,0.0004834388],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99864686,0.000043405973,0.00021239175,0.00025363435,0.00054480997,0.000298913],"domain_scores_gemma":[0.9994293,0.00003565885,0.000089116875,0.00010112563,0.00031394468,0.00003084976],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059613585,0.00011998844,0.00017642976,0.0008011224,0.00012104152,0.000049748916,0.000044055498,0.000027038943,0.0000791048],"category_scores_gemma":[0.00015408061,0.000086810054,0.000013309132,0.004359974,0.000051826184,0.00017009015,0.00003675815,0.00025753942,0.0000036906697],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035567515,0.00019913285,0.9951594,0.000012728943,0.00029285523,0.00008855688,0.0034505469,0.000009564783,0.00044340212,0.00003502537,0.000044059172,0.00022918574],"study_design_scores_gemma":[0.002612951,0.00055545155,0.976244,0.00023718359,0.000056605044,8.145804e-7,0.019331405,0.00023270251,0.0006037295,0.000017827706,0.0000056952504,0.00010164263],"about_ca_topic_score_codex":0.00006100954,"about_ca_topic_score_gemma":0.00021306958,"teacher_disagreement_score":0.018915383,"about_ca_system_score_codex":0.00018373474,"about_ca_system_score_gemma":0.00007169927,"threshold_uncertainty_score":0.35400113},"labels":[],"label_agreement":null},{"id":"W4390081896","doi":"10.1093/geroni/igad104.1601","title":"A GLOBAL AGETECH AGENDA","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Political science; Economic growth; Climate change; Reciprocity (cultural anthropology); Development economics; Population ageing; Population; Sociology; Economics; Social science","score_opus":0.04303572319895978,"score_gpt":0.35662422171371805,"score_spread":0.3135884985147583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390081896","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.955378,0.000012333549,0.0006000316,0.009919804,0.00037692062,0.00013468627,0.0000028119582,0.001079224,0.032496177],"genre_scores_gemma":[0.9985461,0.000011678016,0.00037009065,0.00041014698,0.00006090547,0.000019481486,0.0000066167486,0.0000045750867,0.00057035795],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99909806,0.000039933344,0.00020781349,0.00015158475,0.00019572236,0.0003068649],"domain_scores_gemma":[0.99970675,0.00003326861,0.000058085465,0.00011054116,0.000079096404,0.000012244477],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00075125555,0.00004836138,0.00006072046,0.00042700503,0.00016254516,0.000033816086,0.0001853988,0.00008690813,0.000033254197],"category_scores_gemma":[0.00066198374,0.00005778263,0.000009946356,0.009184908,0.00009520025,0.0001552844,0.000052404215,0.00009382095,0.00015020018],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000020895502,0.00001628122,0.39538857,0.000008989677,0.000006228528,0.0000508332,0.011929336,0.000047207606,0.00042765215,0.4739196,0.013928094,0.1042751],"study_design_scores_gemma":[0.00064528186,0.000010789788,0.55235136,0.000094603995,0.0000027067447,0.0000022139109,0.014443875,0.00029422189,0.0004736835,0.12110908,0.31026712,0.0003050846],"about_ca_topic_score_codex":0.0011690478,"about_ca_topic_score_gemma":0.0025674065,"teacher_disagreement_score":0.35281053,"about_ca_system_score_codex":0.00020185705,"about_ca_system_score_gemma":0.000097324606,"threshold_uncertainty_score":0.4413044},"labels":[],"label_agreement":null},{"id":"W4390081920","doi":"10.1093/geroni/igad104.1907","title":"THE PROMISE AND CHALLENGES OF GERONTOLOGISTS WHO ADVANCE THE SCIENCE OF COMMUNITY-ENGAGED RESEARCH","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Scholarship; Brainstorming; Public relations; Population; Community engagement; Resource (disambiguation); Focus group; Psychology; Medical education; Political science; Medicine; Sociology; Business","score_opus":0.8591592190940889,"score_gpt":0.7092913011726536,"score_spread":0.14986791792143528,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390081920","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92789537,0.00009271062,0.000027859134,0.06912825,0.00010931877,0.000613498,0.000003516464,0.000019546487,0.0021099236],"genre_scores_gemma":[0.9986562,0.0004675045,0.000098823766,0.00049160415,0.00001914986,0.00015671371,5.230091e-7,0.000004351027,0.00010510475],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9874223,0.010493289,0.000859873,0.00012017826,0.0006084239,0.000495943],"domain_scores_gemma":[0.9707998,0.027376072,0.00036578733,0.00041711752,0.0010168983,0.000024291981],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.13194345,0.000046199108,0.0001095395,0.00053775666,0.0063914084,0.0000112381285,0.0005305534,0.000029904153,0.000004376583],"category_scores_gemma":[0.04227857,0.000029275028,0.000004540233,0.0055689635,0.0013824765,0.00021586378,0.00033326758,0.0021234232,0.000005346263],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025214906,0.00001831604,0.03184025,0.0008448526,0.0000029860034,3.9236397e-7,0.6452807,0.00002668831,0.014022528,0.25953287,0.0016774669,0.04672771],"study_design_scores_gemma":[0.00043014687,0.000040757128,0.62968445,0.000288167,4.973366e-7,3.8594945e-7,0.3491143,0.0003550107,0.0014730638,0.011974901,0.0065913014,0.000047065736],"about_ca_topic_score_codex":0.00049457134,"about_ca_topic_score_gemma":0.00069758424,"teacher_disagreement_score":0.5978442,"about_ca_system_score_codex":0.00010064472,"about_ca_system_score_gemma":0.00062208524,"threshold_uncertainty_score":0.99490213},"labels":[],"label_agreement":null},{"id":"W4390081921","doi":"10.1093/geroni/igad104.1389","title":"THE IMPACT OF COVID-19 ON RELATIONSHIPS BETWEEN CARE TEAMS AND FAMILY CAREGIVERS IN CONGREGATE CARE","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; York University","funders":"","keywords":"Family caregivers; Preparedness; Nursing; Perspective (graphical); Family centered care; Health care; Recreation; Pandemic; Psychology; Medicine; Focus group; Coronavirus disease 2019 (COVID-19); Family medicine; Disease; Sociology","score_opus":0.08931103833066856,"score_gpt":0.4335658893416862,"score_spread":0.34425485101101766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390081921","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9953928,0.00023837954,0.00001452052,0.0014293059,0.00029001958,0.00041317515,0.000040909694,0.000056365552,0.0021245063],"genre_scores_gemma":[0.99955636,0.000038098402,0.000011114511,0.00003366476,0.00006214272,0.00003186597,0.00014737213,0.000012050786,0.00010734753],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99863774,0.00031221763,0.0004889221,0.00016333221,0.00015106545,0.00024672545],"domain_scores_gemma":[0.99814534,0.0012000137,0.00020868669,0.00017091577,0.00023847172,0.000036550307],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00083667284,0.00009141938,0.00016473887,0.0007388554,0.000498456,0.0000117207765,0.00008472336,0.00011650353,0.0000048300976],"category_scores_gemma":[0.00079253846,0.000072185576,0.000023702678,0.0026255317,0.00005572522,0.00007183587,0.000040855408,0.00050920073,0.000009336174],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002426086,0.0000019466188,0.8408366,0.00011560713,0.0000065737254,0.0000026420976,0.15153132,0.00048320065,0.00004601795,0.0008106802,0.0023683745,0.0037727794],"study_design_scores_gemma":[0.00063049275,0.000026927637,0.63694316,0.00015942915,0.0000029422727,9.189516e-8,0.36066744,0.000021099633,0.000009094292,0.00052718626,0.0009545334,0.000057582532],"about_ca_topic_score_codex":0.0048667705,"about_ca_topic_score_gemma":0.00070999947,"teacher_disagreement_score":0.20913611,"about_ca_system_score_codex":0.00076286384,"about_ca_system_score_gemma":0.0005048214,"threshold_uncertainty_score":0.73571336},"labels":[],"label_agreement":null},{"id":"W4390081931","doi":"10.1093/geroni/igad104.1777","title":"PREPARING FOR ADVANCING ILLNESS AND END OF LIFE WITH DEMENTIA","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dementia; Autonomy; Advance care planning; Psychology; Health care; Coping (psychology); Nursing; Medicine; Psychiatry; Political science; Palliative care; Disease","score_opus":0.069164402729492,"score_gpt":0.39366321654755443,"score_spread":0.32449881381806245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390081931","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9920046,0.0002075649,0.006743899,0.00018178782,0.000041552867,0.00014926752,0.0000021306787,0.000021258413,0.00064796716],"genre_scores_gemma":[0.9948954,0.00003471386,0.0048855403,0.00008135453,0.000027908436,0.000018788167,0.000020370004,0.000007257335,0.000028668628],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99949765,0.0000052000687,0.0002407797,0.000086295484,0.000084075014,0.000085997104],"domain_scores_gemma":[0.99958,0.00009634342,0.00010429305,0.00005716035,0.00015102468,0.0000111485815],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027611098,0.000042495267,0.00013321092,0.00027240015,0.00001856136,0.0000027307497,0.000017166893,0.000016143525,0.0000035272733],"category_scores_gemma":[0.00032296605,0.00003794425,0.00000704077,0.0007637172,0.000024584111,0.00006509661,0.000015413403,0.000033094202,2.064115e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008389298,0.000012615182,0.95923203,0.0006884839,0.000055294273,0.0000015461094,0.0039830105,0.00025304133,0.01836841,0.00213604,0.00017381807,0.015011831],"study_design_scores_gemma":[0.010399078,0.00047828388,0.5431683,0.011362352,0.00017607975,0.0000070522515,0.022258846,0.013833556,0.3615963,0.0024513404,0.033752613,0.0005162154],"about_ca_topic_score_codex":0.000035553843,"about_ca_topic_score_gemma":0.000027584967,"teacher_disagreement_score":0.41606373,"about_ca_system_score_codex":0.000012648379,"about_ca_system_score_gemma":0.00003898331,"threshold_uncertainty_score":0.15473215},"labels":[],"label_agreement":null},{"id":"W4390081949","doi":"10.1093/geroni/igad104.1154","title":"USING A “TEAMING” (ENHANCED SOCIAL SUPPORT) APPROACH IN THE CONTEXT OF THE RISE ELDER ABUSE AND SELF-NEGLECT INTERVENTION","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Neglect; Intervention (counseling); Context (archaeology); Psychology; Focus group; Applied psychology; Social psychology; Sociology; Psychiatry","score_opus":0.04999910799121886,"score_gpt":0.3482925444537915,"score_spread":0.2982934364625726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390081949","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969378,0.000035584395,0.0003903,0.00036851157,0.00010028748,0.0002669869,8.0701386e-7,0.000032670872,0.0018670318],"genre_scores_gemma":[0.9995883,0.000044630644,0.000088684195,0.00015263309,0.000056692992,0.000022067405,0.0000023467096,0.0000062583085,0.000038403447],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9988135,0.0003170807,0.00034031936,0.00013334105,0.00021547398,0.00018028133],"domain_scores_gemma":[0.99958,0.00008681734,0.00016948234,0.000080469516,0.000077312565,0.0000059017907],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014650419,0.00006318973,0.00010024443,0.00027625627,0.00025096495,0.00004159942,0.00016675422,0.000057875804,0.000009524182],"category_scores_gemma":[0.000094545554,0.00004818605,0.000030865136,0.0033671474,0.00010429647,0.00018116541,0.000030529012,0.00016395951,0.000001086134],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013949359,0.00015530383,0.04118655,0.000065522356,0.00001842351,0.0000022133656,0.9242106,0.000020615533,0.0055085034,0.010024572,0.000285959,0.018507782],"study_design_scores_gemma":[0.0050058835,0.00012201387,0.35738942,0.0015781319,0.000081014936,0.000007429319,0.58652174,0.00618143,0.019313544,0.01865997,0.004294944,0.0008444613],"about_ca_topic_score_codex":0.0010063986,"about_ca_topic_score_gemma":0.0013619438,"teacher_disagreement_score":0.33768886,"about_ca_system_score_codex":0.000060998806,"about_ca_system_score_gemma":0.0000590368,"threshold_uncertainty_score":0.19649702},"labels":[],"label_agreement":null},{"id":"W4390081953","doi":"10.1093/geroni/igad104.1157","title":"USING RISE IN CASES DIVERTING DEFENDANTS IN ELDER ABUSE SCENARIOS OUT OF THE CRIMINAL SYSTEM AND INTO TREATMENT","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Criminal justice; Restorative justice; Harm; Psychological intervention; Economic Justice; Neglect; Psychology; Criminology; Mental health; Intervention (counseling); Outreach; Psychiatry; Political science; Law; Social psychology","score_opus":0.10962982542642116,"score_gpt":0.37377679580657597,"score_spread":0.2641469703801548,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390081953","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9992491,0.000086656684,0.000018571898,0.0000973043,0.00014775312,0.00017104587,5.0819386e-7,0.000019884354,0.00020916338],"genre_scores_gemma":[0.99978304,0.000055245837,0.000085404645,0.000023597599,0.000023710709,0.000009740203,5.597911e-7,0.000004848851,0.000013828809],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99910754,0.00013496571,0.0003264257,0.00012879967,0.00013532364,0.00016694274],"domain_scores_gemma":[0.99965364,0.000115189905,0.00010568452,0.00007153311,0.000044320124,0.000009606601],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057163654,0.000060388476,0.00010840144,0.0004232878,0.00014389335,0.00002118451,0.000068671565,0.00003754774,0.0000021915055],"category_scores_gemma":[0.00014795519,0.000050386032,0.000011764956,0.0018727672,0.000055193217,0.00014179453,0.000030832947,0.00007018705,0.0000010032455],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006974944,0.000021392481,0.73395497,0.000044221255,0.0000032097075,0.00003062038,0.25815982,0.00020762648,0.0021235666,0.00056491594,0.000002585276,0.004880113],"study_design_scores_gemma":[0.003085615,0.000086076696,0.5296014,0.0098334225,0.000049462393,0.000011123314,0.42407233,0.01192443,0.018579436,0.0019225564,0.0002573725,0.0005767889],"about_ca_topic_score_codex":0.0204119,"about_ca_topic_score_gemma":0.03483037,"teacher_disagreement_score":0.20435357,"about_ca_system_score_codex":0.00026126776,"about_ca_system_score_gemma":0.00007632002,"threshold_uncertainty_score":0.9861113},"labels":[],"label_agreement":null},{"id":"W4390081962","doi":"10.1093/geroni/igad104.1867","title":"OLDER-ADULT PERSONAL SUPPORT WORKERS’ CONTRIBUTIONS DURING THE COVID-19 EMERGENCY RESPONSE","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Qualitative research; Diversity (politics); Psychology; Coronavirus disease 2019 (COVID-19); Work (physics); Overtime; Nursing; Medicine; Gerontology; Sociology; Political science","score_opus":0.05589109508441216,"score_gpt":0.4267332930802779,"score_spread":0.37084219799586576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390081962","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92314,0.000023799028,0.00051591295,0.07312178,0.0018872323,0.00045268057,0.00004821326,0.00027100623,0.00053938664],"genre_scores_gemma":[0.98953307,0.000017868893,0.000018430725,0.0012852327,0.0003281813,0.00019943848,0.00011886315,0.000018415549,0.008480497],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99776244,0.0004779417,0.0007411753,0.0002353066,0.00027075812,0.00051238557],"domain_scores_gemma":[0.9984257,0.000642735,0.0002380483,0.00021466089,0.0004166096,0.00006220051],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0027948176,0.000116016505,0.0001470535,0.0007106233,0.0013952656,0.000014173192,0.00014462124,0.00011856848,0.0011106008],"category_scores_gemma":[0.0027193297,0.00009880157,0.000042943342,0.0050149555,0.00004676526,0.00011405026,0.000077549754,0.00054476864,0.00033809943],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004051878,0.000035058878,0.5884348,0.0001860243,0.000023909211,0.00004939956,0.09505205,0.000046517875,0.002665781,0.0035317542,0.309045,0.00052450487],"study_design_scores_gemma":[0.00162597,0.000018507279,0.8728881,0.00010905258,0.000010155516,0.000007273355,0.08832465,0.00011774024,0.00005658928,0.00093194476,0.035715334,0.0001946986],"about_ca_topic_score_codex":0.00043406314,"about_ca_topic_score_gemma":0.00015984575,"teacher_disagreement_score":0.28445324,"about_ca_system_score_codex":0.0005322099,"about_ca_system_score_gemma":0.0006281433,"threshold_uncertainty_score":0.9999048},"labels":[],"label_agreement":null},{"id":"W4390081966","doi":"10.1093/geroni/igad104.1528","title":"PRAGMATIC IMPLEMENTATION OF AN ADVANCE CARE PLANNING INITIATIVE: MOVING KNOWLEDGE INTO ACTION","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Facilitator; Nursing; Onboarding; Documentation; Medicine; Medical education; Psychology; Knowledge management; Computer science","score_opus":0.1600369094879091,"score_gpt":0.524541776511203,"score_spread":0.36450486702329393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390081966","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99597347,0.0002859239,0.0022779454,0.00011592294,0.00012941487,0.00018768045,0.00000441057,0.000056501347,0.0009687352],"genre_scores_gemma":[0.9957103,0.000033082448,0.003786597,0.000054640557,0.00006582674,0.000026853657,0.00029896802,0.000012050361,0.000011683288],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9990907,0.000046094974,0.00047780483,0.0001288095,0.00014667603,0.00010993216],"domain_scores_gemma":[0.99911946,0.00010810315,0.00025695522,0.00009981888,0.0004016268,0.000014007412],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030740496,0.0000755951,0.00017268084,0.00073348783,0.000035609573,0.0000053667613,0.000038738614,0.00003359755,0.000014413495],"category_scores_gemma":[0.00023695966,0.000080847865,0.000015330363,0.001992089,0.000022412925,0.00032366836,0.00002199032,0.00010218524,0.000003487643],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038862698,0.00003762377,0.5631659,0.0016383178,0.00003076923,0.000010356177,0.21300258,0.0006182995,0.06935635,0.0010957444,0.00007539114,0.15092984],"study_design_scores_gemma":[0.0021532099,0.00020053143,0.35786602,0.0041183103,0.000028612534,0.000002453789,0.40133983,0.00318216,0.22784051,0.0010608619,0.002016924,0.00019059106],"about_ca_topic_score_codex":0.00009091397,"about_ca_topic_score_gemma":0.0000662006,"teacher_disagreement_score":0.20529987,"about_ca_system_score_codex":0.00013038673,"about_ca_system_score_gemma":0.00008929455,"threshold_uncertainty_score":0.329688},"labels":[],"label_agreement":null},{"id":"W4390081968","doi":"10.1093/geroni/igad104.1593","title":"A DEVELOPMENTAL–CONTEXTUAL MODEL OF COUPLE SYNCHRONY: CENTRAL TENETS AND EMPIRICAL APPLICATION","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Simon Fraser University","funders":"","keywords":"Closeness; Dyad; Psychology; Conversation; Perspective (graphical); Developmental psychology; Cognitive psychology; Computer science; Communication","score_opus":0.08982455647978164,"score_gpt":0.4121951872947996,"score_spread":0.32237063081501793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390081968","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9864337,0.000019915697,0.008493812,0.00092759007,0.00013128373,0.00024595062,0.000020822945,0.00006934738,0.0036576146],"genre_scores_gemma":[0.99845624,9.3100317e-7,0.00066133006,0.00027403323,0.000014741191,0.00011469216,0.00006811984,0.000011604033,0.00039829276],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989216,0.000017269545,0.00054601894,0.00019098258,0.00010988638,0.00021426722],"domain_scores_gemma":[0.99968165,0.00004265132,0.00012338218,0.00007307504,0.000053628657,0.00002559583],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027199253,0.00007001809,0.00010256981,0.0003733767,0.000035873072,0.000011758307,0.000066656954,0.000046688103,0.000025323368],"category_scores_gemma":[0.00003309409,0.00007919929,0.000012604078,0.0011307704,0.00004783028,0.00011643124,0.00004893353,0.00008334097,0.00005549186],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000977201,0.00064934156,0.41456386,0.00031150997,0.00006052251,0.000009549142,0.011902655,0.0011856777,0.008503496,0.2181703,0.0061812727,0.3383641],"study_design_scores_gemma":[0.0019316302,0.00011158301,0.8566885,0.00031271167,0.000007163908,0.000021119336,0.0034019307,0.107698694,0.0022489731,0.025474973,0.0017694973,0.00033320504],"about_ca_topic_score_codex":0.00007173677,"about_ca_topic_score_gemma":0.00003914379,"teacher_disagreement_score":0.44212466,"about_ca_system_score_codex":0.000116869254,"about_ca_system_score_gemma":0.000044910717,"threshold_uncertainty_score":0.32296535},"labels":[],"label_agreement":null},{"id":"W4390081986","doi":"10.1093/geroni/igad104.1466","title":"IDENTIFYING AND PREDICTING PLACE OF CARE TRAJECTORIES DURING THE LAST THREE YEARS OF LIFE","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dementia; Sample (material); Health care; Quarter (Canadian coin); Medicine; Gerontology; Long-term care; Disease; Nursing; Geography","score_opus":0.04382838849140357,"score_gpt":0.36633124274940887,"score_spread":0.3225028542580053,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390081986","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9986395,0.00017843707,0.000041997737,0.00018563635,0.0005364204,0.0001666585,0.0000061578235,0.000045636527,0.00019952196],"genre_scores_gemma":[0.99973637,0.00001566089,0.00005429197,0.000012018524,0.00010637736,0.000014019056,0.000007575266,0.000009146605,0.000044557015],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991248,0.00005423187,0.00044818368,0.00009173501,0.00013954147,0.0001414755],"domain_scores_gemma":[0.99919444,0.00031396636,0.00023336639,0.000099868295,0.00014943419,0.000008920031],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051226356,0.000045445515,0.00012403251,0.00032725482,0.00016806266,0.0000055545956,0.000059844286,0.00004537963,0.0000071092963],"category_scores_gemma":[0.00035545227,0.000041663294,0.0000117301715,0.0016606516,0.00003424281,0.000076761484,0.00006233551,0.00019129223,0.0000014907306],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013060516,0.0000021694923,0.9127391,0.0006611407,0.000006725984,6.7981495e-7,0.082029775,0.000060646787,0.0023019875,0.00041155764,0.000093206094,0.0016799602],"study_design_scores_gemma":[0.00031923153,0.0000058801406,0.8995346,0.00041378167,0.0000037766506,2.1126995e-7,0.09913206,0.0000446556,0.00029414703,0.0001570025,0.0000611435,0.000033499655],"about_ca_topic_score_codex":0.00038456245,"about_ca_topic_score_gemma":0.0005047132,"teacher_disagreement_score":0.017102288,"about_ca_system_score_codex":0.000039673097,"about_ca_system_score_gemma":0.00007627041,"threshold_uncertainty_score":0.16989799},"labels":[],"label_agreement":null},{"id":"W4390082022","doi":"10.1093/geroni/igad104.1853","title":"VISITATION SHELTERS FOR THE LONG-TERM CARE SETTING DURING THE PANDEMIC: AN EXPLORATORY STUDY","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Visitor pattern; Government (linguistics); Coronavirus disease 2019 (COVID-19); Business; Pandemic; Exploratory research; Psychology; Plan (archaeology); Term (time); Geography; Applied psychology; Public relations; Political science; Medicine; Sociology; Computer science","score_opus":0.0774116540974601,"score_gpt":0.43676937687227674,"score_spread":0.35935772277481665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390082022","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99516803,0.000068753514,0.00058798894,0.001316009,0.0012431456,0.0013871746,0.0000051412326,0.00018483924,0.000038919097],"genre_scores_gemma":[0.9984995,0.000008072241,0.000024262823,0.00022312447,0.00044541623,0.00058275595,0.000077181394,0.000022944727,0.00011671974],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986289,0.00024517244,0.0004759843,0.00019384043,0.00017458016,0.00028153032],"domain_scores_gemma":[0.9985907,0.00066768494,0.00019807657,0.00024263513,0.00028834134,0.000012563984],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001732171,0.00009052594,0.00009662912,0.00031654065,0.0012573774,0.00003520852,0.00015609362,0.00005053534,0.0000096511485],"category_scores_gemma":[0.00018716649,0.00006141572,0.00002005879,0.0015445652,0.000018113375,0.00021938203,0.00005681806,0.00030482834,0.000013916197],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002242935,0.000010759819,0.731784,0.00012590915,0.000009789727,0.0000014954985,0.25199875,0.00017887841,0.00059097604,0.00006164428,0.00029875163,0.01491662],"study_design_scores_gemma":[0.00052169483,0.000019011348,0.64750373,0.0000830907,0.000008647919,2.137275e-7,0.35149676,0.00014165063,0.00002450465,0.00006258085,0.00008097017,0.000057132198],"about_ca_topic_score_codex":0.000050976294,"about_ca_topic_score_gemma":0.0006355809,"teacher_disagreement_score":0.09949802,"about_ca_system_score_codex":0.00018977326,"about_ca_system_score_gemma":0.000083115985,"threshold_uncertainty_score":0.9670857},"labels":[],"label_agreement":null},{"id":"W4390082025","doi":"10.1093/geroni/igad104.1285","title":"SLEEP AND DEPRESSIVE SYMPTOMS IN COMMUNITY-DWELLING OLDER ADULTS: FINDINGS FROM AMBULATORY SLEEP EEG","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sleep (system call); Geriatric Depression Scale; Dementia; Electroencephalography; Medicine; Sleep onset; Confidence interval; Marital status; Depression (economics); Sleep Stages; Psychology; Insomnia; Physical therapy; Polysomnography; Psychiatry; Depressive symptoms; Internal medicine; Cognition; Population; Disease","score_opus":0.021831936289038116,"score_gpt":0.27692472862656564,"score_spread":0.2550927923375275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390082025","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9979157,0.000039078426,0.000842216,0.00033132298,0.0003437468,0.0001711999,0.0000083195255,0.00014680503,0.00020159721],"genre_scores_gemma":[0.9986067,0.000007136427,0.00009274718,0.0011695579,0.00003845286,0.000022107186,0.000018760002,0.000019598725,0.00002498157],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99853915,0.00018794081,0.00047306286,0.00033547735,0.00019080723,0.00027356762],"domain_scores_gemma":[0.9987843,0.00079876534,0.00012433145,0.0002234709,0.000046663,0.000022437744],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046761968,0.00014468367,0.00016495778,0.0008196382,0.0001790238,0.00012281579,0.00028203032,0.00007630841,0.00001445032],"category_scores_gemma":[0.00031185395,0.00015434809,0.000014478421,0.0020762417,0.00007520306,0.0003922031,0.00021880321,0.00060893456,0.000022505355],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004495053,0.00014393986,0.7203348,0.0001425115,0.000015255065,0.000108910215,0.05703982,0.00905161,0.1731358,0.0027589973,0.00024169829,0.036981713],"study_design_scores_gemma":[0.0022449186,0.000038274262,0.5843562,0.0014625789,0.0000046736664,0.000008959607,0.002410891,0.21995911,0.18520452,0.0035688353,0.0002443393,0.00049670704],"about_ca_topic_score_codex":0.00029838632,"about_ca_topic_score_gemma":0.000052587828,"teacher_disagreement_score":0.2109075,"about_ca_system_score_codex":0.00005346517,"about_ca_system_score_gemma":0.000009303101,"threshold_uncertainty_score":0.62941325},"labels":[],"label_agreement":null},{"id":"W4390082036","doi":"10.1093/geroni/igad104.1627","title":"COVID-19 AND THE CARE OF ASSISTED LIVING RESIDENTS: THE COVCARES PROGRAM OF RESEARCH","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo; York University","funders":"","keywords":"Medicine; Family medicine; Assisted Living Facility; Pandemic; Coronavirus disease 2019 (COVID-19); Cohort; Population; Health care; Long-term care; Cohort study; Assisted living; Gerontology; Nursing; Environmental health; Political science","score_opus":0.17141448956815028,"score_gpt":0.5359508879123978,"score_spread":0.36453639834424745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390082036","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98222506,0.0004906172,0.000027559527,0.0142584145,0.00032129255,0.0010014721,0.0000064085266,0.00007049826,0.0015986623],"genre_scores_gemma":[0.9991569,0.00005503129,0.00005333012,0.00020770174,0.00006587406,0.00017079938,0.000014439983,0.0000082527395,0.00026764884],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978179,0.00094778003,0.0005468585,0.00012155858,0.00034813012,0.00021777596],"domain_scores_gemma":[0.99475104,0.004028317,0.0002243309,0.00022503283,0.00075239193,0.000018889301],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005579039,0.0000503196,0.00014327487,0.000573698,0.00051672757,0.000013762193,0.00015382098,0.00006328402,0.000022104685],"category_scores_gemma":[0.006283431,0.000030693907,0.000016323069,0.0046870625,0.0002793769,0.000048662914,0.00015264374,0.00039500944,0.0000027493854],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016496218,0.00004170852,0.5550747,0.0024856562,0.00002982804,0.000004122851,0.35097623,0.000042967826,0.0007259167,0.026932204,0.032289628,0.03123208],"study_design_scores_gemma":[0.0009329811,0.000037750455,0.67592293,0.00080731494,0.0000075556945,6.7482665e-7,0.31579,0.00009699124,0.00007309276,0.0024946686,0.0037848307,0.000051230178],"about_ca_topic_score_codex":0.0039485954,"about_ca_topic_score_gemma":0.0005869372,"teacher_disagreement_score":0.12084822,"about_ca_system_score_codex":0.000115327646,"about_ca_system_score_gemma":0.00044888642,"threshold_uncertainty_score":0.75223076},"labels":[],"label_agreement":null},{"id":"W4390082037","doi":"10.1093/geroni/igad104.1114","title":"THE ASSOCIATION OF COVID-19 OUTBREAKS AND OTHER FACTORS WITH NURSING HOME RESIDENTS’ QUALITY OF LIFE","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta; York University","funders":"","keywords":"Outbreak; Medicine; Coronavirus disease 2019 (COVID-19); Unit (ring theory); Minimum Data Set; Emotional exhaustion; Quality of life (healthcare); Long-term care; Family medicine; Burnout; Nursing; Gerontology; Nursing homes; Psychology; Disease; Clinical psychology","score_opus":0.10241330800816009,"score_gpt":0.44794721333229215,"score_spread":0.3455339053241321,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390082037","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9939907,0.000041360614,0.00024186487,0.0044818814,0.00033205422,0.00020213937,0.000012749292,0.00004146695,0.00065578974],"genre_scores_gemma":[0.9993059,0.0000110341225,0.000030971474,0.00019384056,0.00004369222,0.000009525751,0.000013106925,0.000009511646,0.00038238853],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99848133,0.00031090956,0.00066419353,0.00010583167,0.00026245828,0.00017524777],"domain_scores_gemma":[0.9974831,0.0014175836,0.0007307828,0.00012153354,0.00022269013,0.00002435094],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026351756,0.00005942403,0.00017419734,0.00032178234,0.0002495551,0.000007931622,0.000057844387,0.00007805279,0.000010165531],"category_scores_gemma":[0.0016903089,0.000043074746,0.000012285814,0.0016886147,0.000047442732,0.00006258433,0.00001829944,0.00017144828,0.0000017479013],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049271144,0.000008747385,0.96755254,0.00012661245,0.000011198277,8.753067e-8,0.024888584,0.000015465386,0.00033224392,0.0045698197,0.0019894952,0.00045590574],"study_design_scores_gemma":[0.000626732,0.000012732141,0.96228474,0.00017490808,0.00000485416,4.176665e-8,0.033702407,0.00001352405,0.00005933612,0.0023799182,0.0006901292,0.000050696683],"about_ca_topic_score_codex":0.0027417196,"about_ca_topic_score_gemma":0.00044958686,"teacher_disagreement_score":0.008813821,"about_ca_system_score_codex":0.00024425864,"about_ca_system_score_gemma":0.00026742695,"threshold_uncertainty_score":0.4144678},"labels":[],"label_agreement":null},{"id":"W4390082040","doi":"10.1093/geroni/igad104.1626","title":"THE IMPACT OF COVID-19 ON RESIDENTS AND FAMILY/FRIEND CAREGIVERS IN ASSISTED LIVING HOMES","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Loneliness; Pandemic; Staffing; Preparedness; Medicine; Family member; Population; Family caregivers; Family medicine; Health care; Coronavirus disease 2019 (COVID-19); Gerontology; Nursing; Psychiatry; Environmental health; Political science","score_opus":0.0746799501862601,"score_gpt":0.441646147873345,"score_spread":0.3669661976870849,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390082040","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99623954,0.00008468924,0.000015462987,0.0015782587,0.00037900748,0.00022119939,0.000005387927,0.00004459352,0.0014318821],"genre_scores_gemma":[0.99947613,0.000083776446,0.000009654774,0.00004994006,0.000037087266,0.000020761829,0.000012668913,0.000009237588,0.00030075622],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99876696,0.00022786256,0.00044874172,0.00014433294,0.00016314498,0.0002489668],"domain_scores_gemma":[0.99813354,0.0013925893,0.0002074974,0.00014246372,0.000096539545,0.000027375841],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014096239,0.000074963726,0.00014065296,0.0008437481,0.00028469463,0.000013952807,0.000080425845,0.000069201466,0.000010692506],"category_scores_gemma":[0.0014550696,0.000057704256,0.000018658739,0.002883,0.00004085369,0.00007532942,0.00005601264,0.00025661325,0.000006710829],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008067249,0.000023770666,0.8838864,0.000164865,0.000015501399,0.000013005539,0.08347424,0.000323411,0.0011670771,0.0013327752,0.021000663,0.008517647],"study_design_scores_gemma":[0.00043874112,0.000024781768,0.92374355,0.00034920502,0.0000015881839,3.2228016e-7,0.074453816,0.00009724112,0.000007821513,0.0005787152,0.00025076832,0.000053478052],"about_ca_topic_score_codex":0.0065839817,"about_ca_topic_score_gemma":0.0007112155,"teacher_disagreement_score":0.039857145,"about_ca_system_score_codex":0.00039725887,"about_ca_system_score_gemma":0.00030289296,"threshold_uncertainty_score":0.9953054},"labels":[],"label_agreement":null},{"id":"W4390082060","doi":"10.1093/geroni/igad104.1629","title":"ASSOCIATION OF ASSISTED LIVING HOMES PREPAREDNESS AND RESPONSES TO THE COVID-19 PANDEMIC WITH RESIDENT LONELINESS","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University; University of Waterloo; University of Alberta","funders":"","keywords":"Loneliness; Preparedness; Pandemic; Gee; Medicine; Gerontology; Odds; Odds ratio; Mental health; Psychology; Coronavirus disease 2019 (COVID-19); Demography; Clinical psychology; Generalized estimating equation; Psychiatry; Logistic regression; Disease","score_opus":0.08921541477862151,"score_gpt":0.4101164471574542,"score_spread":0.3209010323788327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390082060","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9580456,0.000032221324,0.0003207501,0.04096245,0.00015924884,0.00022733664,0.0000052829864,0.000070476024,0.00017662569],"genre_scores_gemma":[0.9952776,0.00006483571,0.000053484222,0.0027716234,0.00006892658,0.000038726816,0.000003574605,0.00000530265,0.0017159493],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986904,0.00030808875,0.00032941275,0.00012549167,0.00033740295,0.00020919899],"domain_scores_gemma":[0.99757904,0.0019070632,0.00019286995,0.00008436074,0.0001967736,0.000039875922],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.005295049,0.000049621143,0.00011175952,0.0003104467,0.0003275772,0.00006462145,0.00009569328,0.0000464372,0.000014216991],"category_scores_gemma":[0.008534679,0.0000385781,0.0000074792442,0.002644826,0.000041567582,0.00012850153,0.000042049367,0.00007589732,0.0000019240888],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018721536,0.0000040010714,0.9441507,0.000060680955,0.000005037005,0.0000010609731,0.050129667,0.00013361119,0.000013544637,0.0025190674,0.00209987,0.0008640536],"study_design_scores_gemma":[0.00013152558,0.000006552339,0.95033056,0.00013748683,0.0000032300482,5.1859706e-7,0.036688443,0.000044321474,0.000003510597,0.0002393672,0.012356413,0.000058084548],"about_ca_topic_score_codex":0.009385031,"about_ca_topic_score_gemma":0.029402588,"teacher_disagreement_score":0.038190827,"about_ca_system_score_codex":0.00043260003,"about_ca_system_score_gemma":0.00050080125,"threshold_uncertainty_score":0.99981683},"labels":[],"label_agreement":null},{"id":"W4390082070","doi":"10.1093/geroni/igad104.1527","title":"USING SIMULATION TO ASSESS THE FIDELITY OF ADVANCE CARE PLANNING IN THE CONTEXT OF A PRAGMATIC TRIAL","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Checklist; Fidelity; Dyad; Context (archaeology); Set (abstract data type); Advance care planning; Simulated patient; Psychology; Curriculum; Randomized controlled trial; Medical education; Medicine; Applied psychology; Nursing; Computer science; Social psychology; Palliative care; Pedagogy","score_opus":0.1945296225762541,"score_gpt":0.5615053259089144,"score_spread":0.36697570333266033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390082070","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9917843,0.000017978355,0.0037063498,0.0020020483,0.0007472429,0.0012552749,0.0000071597433,0.000013459041,0.00046622983],"genre_scores_gemma":[0.9980581,4.6006247e-7,0.00040701314,0.0012063477,0.000085276464,0.00016355561,0.00003865496,0.00000641017,0.00003420583],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9979281,0.00063128513,0.0009497913,0.00010338741,0.00025537642,0.00013205745],"domain_scores_gemma":[0.99725753,0.0013946528,0.00048105858,0.00017019031,0.00068997603,0.000006611018],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002341475,0.00006031414,0.00013875183,0.0004019125,0.00016987533,0.0000059658923,0.00013105923,0.000054177952,0.000017144586],"category_scores_gemma":[0.001838061,0.00004151817,0.000012836141,0.0036889252,0.000017576189,0.0001416579,0.000035032703,0.0002658669,0.0000047566905],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026161787,0.00009770549,0.11091939,0.0006916343,0.000010534213,0.0000012736699,0.6357746,0.18752524,0.008861485,0.04665631,0.0006550381,0.006190562],"study_design_scores_gemma":[0.006049853,0.00005773788,0.18146136,0.0025951744,0.0000072536727,1.6417417e-7,0.73417044,0.07126173,0.0004004294,0.0026396334,0.0012232551,0.0001329609],"about_ca_topic_score_codex":0.00020208248,"about_ca_topic_score_gemma":0.00018332886,"teacher_disagreement_score":0.11626352,"about_ca_system_score_codex":0.00014198886,"about_ca_system_score_gemma":0.0005001378,"threshold_uncertainty_score":0.22004636},"labels":[],"label_agreement":null},{"id":"W4390082094","doi":"10.1093/geroni/igad104.1042","title":"ASSESSMENT OF AGE AND DEMENTIA FRIENDLINESS OF OTTAWA COMMUNITIES AS PERCEIVED BY PERSONS WITH DEMENTIA AND CARE PARTNERS","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Dementia; Audit; Gerontology; Feeling; Population; Data collection; Psychology; Medicine; Disease; Sociology; Environmental health","score_opus":0.034349210756932945,"score_gpt":0.31129614291005453,"score_spread":0.2769469321531216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390082094","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9915263,0.000046263987,0.000057099107,0.0001597998,0.000016015427,0.000084313186,0.000041943364,0.000014290688,0.008053988],"genre_scores_gemma":[0.99951607,0.000037045877,0.00011638237,0.00005055932,0.0000015934507,0.000013653054,0.00023309939,0.000004657337,0.000026931602],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994375,0.000025267078,0.0001922171,0.00008755478,0.00015612382,0.000101348254],"domain_scores_gemma":[0.9997655,0.000021527801,0.00009681111,0.00007813767,0.000024735802,0.000013261811],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015997695,0.00006224367,0.00008954148,0.00008223498,0.0000726061,0.000016887509,0.00005500088,0.000019823738,0.0008135295],"category_scores_gemma":[0.000006599609,0.000059183574,0.0000057869697,0.0006036025,0.00019374472,0.00009980639,0.00008125523,0.000052173706,0.0000015585961],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002307956,0.00001823163,0.97807944,0.00005127863,0.000015893003,0.0000018234449,0.006621074,0.000029489907,0.011640404,0.0026250305,0.00054600823,0.00036901733],"study_design_scores_gemma":[0.0003546556,0.00002855589,0.8868907,0.00003931919,0.0000117932195,8.391758e-7,0.11032415,0.0001591373,0.00077320216,0.000018312645,0.001333744,0.00006559325],"about_ca_topic_score_codex":0.0009847785,"about_ca_topic_score_gemma":0.00093855424,"teacher_disagreement_score":0.103703074,"about_ca_system_score_codex":0.00005422594,"about_ca_system_score_gemma":0.0000063543152,"threshold_uncertainty_score":0.89075774},"labels":[],"label_agreement":null},{"id":"W4390082125","doi":"10.1093/geroni/igad104.1541","title":"PERSPECTIVE-TAKING DECLINE IN OLDER ADULTS WITH AND WITHOUT SUBJECTIVE COGNITIVE DECLINE","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cognitive decline; Cognition; Pathological; Medicine; Perspective (graphical); Montreal Cognitive Assessment; Gerontology; Internal medicine; Demography; Cognitive impairment; Psychiatry; Disease; Dementia","score_opus":0.02439516594334202,"score_gpt":0.3642322938798788,"score_spread":0.3398371279365368,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390082125","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9908333,0.000056789795,0.0010271869,0.0023146584,0.000029011895,0.00079737545,0.0000034165716,0.00007034207,0.004867962],"genre_scores_gemma":[0.9984639,0.000030110616,0.00020282507,0.0007988548,0.000058710822,0.000119703735,0.00005973923,0.00002310419,0.00024300789],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99854887,0.000057597576,0.00033005953,0.00037036897,0.0003741623,0.00031892373],"domain_scores_gemma":[0.99888414,0.00013625629,0.000120287856,0.00007665348,0.0007452048,0.000037446007],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008451487,0.00013596992,0.00021260252,0.0013748335,0.000056589502,0.00003756801,0.000039884784,0.00004699095,0.00006909949],"category_scores_gemma":[0.0006717334,0.00011957494,0.000012824333,0.0038160733,0.000094703806,0.00018676896,0.00010042504,0.000322987,0.000014353703],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007745403,0.00013898192,0.98015994,0.00006864298,0.00002896857,0.0001130592,0.0046861237,0.000002689947,0.0004800972,0.000437374,0.000005824487,0.013103783],"study_design_scores_gemma":[0.008406999,0.0002047566,0.9671737,0.0015493718,0.000014062806,0.00002778574,0.019022454,0.0014281279,0.0015484513,0.00047855807,0.000015192162,0.00013057314],"about_ca_topic_score_codex":0.00034137105,"about_ca_topic_score_gemma":0.00039553613,"teacher_disagreement_score":0.014336331,"about_ca_system_score_codex":0.00013923971,"about_ca_system_score_gemma":0.00011074969,"threshold_uncertainty_score":0.4876125},"labels":[],"label_agreement":null},{"id":"W4390082154","doi":"10.1093/geroni/igad104.1468","title":"INTERPROFESSIONAL HEALTH CARE: INTEGRATING AUDIOLOGY AND GERIATRICS IN INTERNATIONAL SETTINGS","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Health care; Hearing loss; Medicine; Audiologist; Specialty; Otorhinolaryngology; Family medicine; Nursing; Pharmacy; Audiology; Psychiatry","score_opus":0.02751680519755481,"score_gpt":0.35739124576243203,"score_spread":0.32987444056487725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390082154","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9857801,0.000013243002,0.00042861584,0.012521424,0.0007293857,0.00012605205,0.0000029977805,0.00006265743,0.00033549743],"genre_scores_gemma":[0.99717844,0.000014123364,0.0009855217,0.0016646234,0.000062180276,0.0000230502,0.000018215489,0.000007839307,0.000046010155],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988334,0.000117298834,0.0004713432,0.00026085123,0.00013554441,0.00018153369],"domain_scores_gemma":[0.9993936,0.00035599104,0.00012489973,0.000060788698,0.000050389142,0.000014377033],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00087258645,0.0000668881,0.00010189963,0.0009400724,0.00007754032,0.000033144504,0.00008572692,0.000045696306,0.000007041283],"category_scores_gemma":[0.0016579746,0.00006370594,0.000008683076,0.0019412538,0.00004318491,0.00016628663,0.00009522826,0.00025331555,0.000007000926],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034372653,0.000041881613,0.49408114,0.00018901205,0.0000019880952,0.00002143981,0.052559078,0.00050182623,0.23892088,0.06256139,0.00061058684,0.1504764],"study_design_scores_gemma":[0.0009637141,0.00006775499,0.9602977,0.0005585311,5.091494e-7,0.000014900293,0.011623722,0.015216351,0.0024097462,0.006923537,0.0016896465,0.00023386555],"about_ca_topic_score_codex":0.00010743704,"about_ca_topic_score_gemma":0.000022133625,"teacher_disagreement_score":0.4662166,"about_ca_system_score_codex":0.00017236779,"about_ca_system_score_gemma":0.000102904,"threshold_uncertainty_score":0.2597853},"labels":[],"label_agreement":null},{"id":"W4390082184","doi":"10.1093/geroni/igad104.1353","title":"LIVING WITH A ROBOT AT HOME: THE COMPLEXITY OF LIVING WITH ASSISTIVE ROBOTS LABRADOR AND DOUBLE IN EVERYDAY LIFE","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Social Robot Interaction and HRI","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Victoria; University of British Columbia","funders":"","keywords":"Robot; Reflexivity; Thematic analysis; Everyday life; Agency (philosophy); Construct (python library); Social robot; Psychology; Dignity; Human–computer interaction; Qualitative research; Computer science; Applied psychology; Social psychology; Sociology; Artificial intelligence; Mobile robot; Robot control; Political science","score_opus":0.08284119867907522,"score_gpt":0.35111186900287145,"score_spread":0.26827067032379626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390082184","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9922902,0.00002841007,0.0010309729,0.0018529387,0.00024850323,0.00022469342,0.0000022429326,0.00006584067,0.004256213],"genre_scores_gemma":[0.99829036,0.0000030615188,0.00025044146,0.00042658095,0.000052177853,0.000058716207,0.000004893891,0.000019704763,0.0008940697],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988696,0.00012227925,0.00036970244,0.00023972394,0.00017880018,0.00021989825],"domain_scores_gemma":[0.9986922,0.0007332961,0.00025565005,0.00015822522,0.00013920416,0.00002138796],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00069404324,0.00011710576,0.00020246027,0.0004717396,0.00012687087,0.000040245595,0.000096388656,0.000056057033,0.0002852395],"category_scores_gemma":[0.00017005946,0.00008943574,0.000012765528,0.0026231504,0.00018248927,0.00016205743,0.00008231107,0.000267829,0.000021157339],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012172283,0.00008011929,0.95013916,0.000031514897,0.000055951048,0.000009279259,0.028034141,0.001526656,0.00032080797,0.017938212,0.0006146878,0.0011277484],"study_design_scores_gemma":[0.00051133515,0.0000415973,0.98721755,0.0005526532,0.000005587159,0.000008461377,0.010885452,0.00047074675,0.000024351528,0.00009645473,0.00006766174,0.00011813807],"about_ca_topic_score_codex":0.0015264114,"about_ca_topic_score_gemma":0.0026793717,"teacher_disagreement_score":0.0370784,"about_ca_system_score_codex":0.000102458274,"about_ca_system_score_gemma":0.000046815414,"threshold_uncertainty_score":0.3647084},"labels":[],"label_agreement":null},{"id":"W4390082193","doi":"10.1093/geroni/igad104.1982","title":"EFFECTS OF IMPLEMENTING AGETECH TO SUPPORT DEMENTIA CARE IN A RURAL AND NORTHERN SETTING","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; University of Northern British Columbia","funders":"","keywords":"General partnership; Documentation; Dementia; Aging in place; Business; Process (computing); Psychology; Nursing; Quality of life (healthcare); Public relations; Process management; Medical education; Gerontology; Knowledge management; Medicine; Political science; Computer science","score_opus":0.009749585430488053,"score_gpt":0.2813301372787431,"score_spread":0.2715805518482551,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390082193","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99899644,0.000014820802,0.000079693644,0.00022251796,0.00002415063,0.00023254058,0.0000011290373,0.000020852944,0.00040787127],"genre_scores_gemma":[0.9992728,0.0000030783185,0.00045692467,0.00019000105,0.000010014048,0.000021349992,0.00001136744,0.0000071433014,0.00002730173],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99916446,0.000018658911,0.00028170287,0.0001278951,0.00013349864,0.00027381018],"domain_scores_gemma":[0.9998026,0.000031442196,0.000078144185,0.00005971914,0.000009754518,0.000018328781],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004695181,0.000055849632,0.000079363774,0.00026239015,0.00004704601,0.000010572142,0.000055043187,0.000019044724,0.00003039224],"category_scores_gemma":[0.000037155354,0.00006178581,0.000006064597,0.0016646952,0.000012966588,0.00010375162,0.00015277498,0.000069623384,0.000021837897],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000018202637,0.0000036496501,0.9295325,0.00006684171,0.000001319441,0.000005303904,0.005988355,0.00006590655,0.015788,0.0000237405,0.000077865596,0.04844464],"study_design_scores_gemma":[0.00028653626,0.000031341635,0.9934733,0.00008001947,0.000001939731,3.9515785e-7,0.002649195,0.00022118384,0.0026981935,0.00006666793,0.00042285002,0.000068408786],"about_ca_topic_score_codex":0.0022720925,"about_ca_topic_score_gemma":0.014706409,"teacher_disagreement_score":0.06394071,"about_ca_system_score_codex":0.000101030826,"about_ca_system_score_gemma":0.000011474132,"threshold_uncertainty_score":0.8206521},"labels":[],"label_agreement":null},{"id":"W4390082213","doi":"10.1093/geroni/igad104.1052","title":"BE EPIC-VR: TRANSLATING AN IN-PERSON, PERSON-CENTERED COMMUNICATION TRAINING PROGRAM INTO VIRTUAL REALITY","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Western University","funders":"","keywords":"Virtual reality; EPIC; Computer science; Thematic analysis; Avatar; Health care; Human–computer interaction; Applied psychology; Medical education; Psychology; Qualitative research; Medicine","score_opus":0.26119615501046384,"score_gpt":0.46533738453627177,"score_spread":0.20414122952580793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390082213","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9828428,0.00003540066,0.00034581026,0.0126129445,0.00047263084,0.00074409397,0.0000068942163,0.0004368484,0.00250258],"genre_scores_gemma":[0.99700356,0.000010402747,0.0016910211,0.00033901384,0.00013421963,0.00016218855,0.0005340888,0.00002951204,0.00009598757],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9975975,0.00060020963,0.0007946956,0.000304426,0.00023300858,0.0004701401],"domain_scores_gemma":[0.99890894,0.00027060905,0.00027560742,0.00033895517,0.00016624921,0.000039668346],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028307068,0.00014308332,0.00025003264,0.00086434744,0.00050528196,0.000032571734,0.00020120858,0.00015902397,0.00004517298],"category_scores_gemma":[0.00028590646,0.00016081102,0.000029973107,0.0036470008,0.00005051042,0.0003791991,0.000029376099,0.00073405745,0.000012798288],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004043786,0.0000647323,0.038620193,0.00012008237,0.00000756099,0.0000045120023,0.6631532,0.000121356614,0.0012858653,0.0022069963,0.00075011875,0.29362497],"study_design_scores_gemma":[0.00221796,0.000121072204,0.1411178,0.00102078,0.000009513239,0.0000016874214,0.8340283,0.016103584,0.00005496818,0.0014170917,0.0035637908,0.00034343867],"about_ca_topic_score_codex":0.0024155267,"about_ca_topic_score_gemma":0.0028748019,"teacher_disagreement_score":0.29328153,"about_ca_system_score_codex":0.0002958883,"about_ca_system_score_gemma":0.00015962956,"threshold_uncertainty_score":0.6557683},"labels":[],"label_agreement":null},{"id":"W4390082234","doi":"10.1093/geroni/igad104.1603","title":"TRANSDISCIPLINARY WORKING FOR CULTURE CHANGE IN ETHICAL AGETECH","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Ethics and Social Impacts of AI","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; University of Toronto","funders":"","keywords":"Negotiation; Engineering ethics; Stakeholder; Presentation (obstetrics); Perspective (graphical); Relevance (law); Set (abstract data type); Sociology; Knowledge management; Public relations; Political science; Engineering; Computer science; Social science","score_opus":0.21045289351601368,"score_gpt":0.47923184330517576,"score_spread":0.26877894978916206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390082234","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80729914,0.00005793013,0.0003459896,0.17471619,0.00064906466,0.00065375277,0.0000039151823,0.00019536036,0.01607868],"genre_scores_gemma":[0.99647355,0.000090910835,0.00031807864,0.0023679633,0.00040048375,0.000084174404,0.000016548584,0.000008988524,0.00023928992],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9989502,0.00008211844,0.00025074778,0.00014161109,0.00023473124,0.00034062707],"domain_scores_gemma":[0.99950325,0.00022450404,0.0000562394,0.00005257325,0.00013941225,0.000024043344],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034506805,0.00005713121,0.00009739638,0.00037895644,0.00032640353,0.00009210755,0.0001279638,0.00034051374,0.000008585573],"category_scores_gemma":[0.0009733056,0.000061828054,0.0000225276,0.003649919,0.00008243029,0.00022269478,0.000022453973,0.00061297655,0.0000042558445],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000067980927,0.000014577622,0.010407158,0.0000250288,0.0000023584005,0.000007613136,0.63768214,0.000018159979,0.00036204726,0.3360348,0.0004596004,0.014979687],"study_design_scores_gemma":[0.0012646061,0.00005504185,0.100044966,0.00085979403,0.000005079515,2.9532052e-7,0.14440086,0.0013362794,0.00019552339,0.665023,0.0862914,0.00052313367],"about_ca_topic_score_codex":0.00069999695,"about_ca_topic_score_gemma":0.00525743,"teacher_disagreement_score":0.4932813,"about_ca_system_score_codex":0.00012225388,"about_ca_system_score_gemma":0.00009167483,"threshold_uncertainty_score":0.29337692},"labels":[],"label_agreement":null},{"id":"W4390082249","doi":"10.1093/geroni/igad104.1040","title":"STRONGER TOGETHER: GLOBAL COMPARISONS OF THE USE OF CITIZEN SCIENCE TO CREATE AGE- AND DEMENTIA-FRIENDLY COMMUNITIES","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Citizen science; Citizen journalism; Participatory action research; Dementia; Space (punctuation); Work (physics); Population; Psychology; Data collection; Public relations; Political science; Sociology; Medicine; Engineering; Social science; Computer science","score_opus":0.08052486147843892,"score_gpt":0.2956406560240963,"score_spread":0.21511579454565738,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390082249","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9944933,0.0000031235472,0.0011870627,0.001004441,0.0001358676,0.00016241151,0.0000037984817,0.000042520158,0.0029674743],"genre_scores_gemma":[0.9977621,8.9681464e-7,0.0016952301,0.00046913297,0.000016287122,0.000014502164,0.000008473039,0.0000043854,0.00002903579],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991984,0.000012792893,0.00034163203,0.0000970373,0.00019191626,0.00015823453],"domain_scores_gemma":[0.9992947,0.000030035017,0.00020192764,0.00015603728,0.00031533584,0.0000019682914],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000876672,0.00007009085,0.000119934804,0.00050012156,0.0002234941,0.000061437844,0.00027882258,0.000030597086,0.0000058979463],"category_scores_gemma":[0.00018542663,0.00006130524,0.000009951186,0.0067365053,0.000516045,0.00035208356,0.000613477,0.000102334154,0.0000022247862],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000044363323,0.000014383245,0.56136453,0.00003524469,0.000011862439,5.0599385e-7,0.0007625268,0.00013352757,0.0007043023,0.43347487,0.0006389024,0.0028549284],"study_design_scores_gemma":[0.00018665701,0.000003928754,0.98125017,0.00009093358,0.000007348231,1.7867046e-7,0.005415803,0.00072265544,0.0010101851,0.0077277436,0.0034892168,0.00009520439],"about_ca_topic_score_codex":0.00053933,"about_ca_topic_score_gemma":0.00011066846,"teacher_disagreement_score":0.42574713,"about_ca_system_score_codex":0.000035328903,"about_ca_system_score_gemma":0.00003092411,"threshold_uncertainty_score":0.32366675},"labels":[],"label_agreement":null},{"id":"W4390082256","doi":"10.1093/geroni/igad104.1355","title":"SERIAL TRICHOTOMIZATION TO IDENTIFY UNSAFE DRIVERS: UPDATE FROM A PROSPECTIVE STUDY","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"St. Joseph's Care Group; University of Ottawa; Lakehead University","funders":"","keywords":"False positive paradox; Cognition; Prospective cohort study; Medicine; Rehabilitation; Test (biology); Montreal Cognitive Assessment; Psychology; Perception; Audiology; Physical medicine and rehabilitation; Physical therapy; Cognitive impairment; Psychiatry; Surgery; Computer science; Artificial intelligence","score_opus":0.06104491681372731,"score_gpt":0.4457193997713561,"score_spread":0.3846744829576288,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390082256","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9903398,0.0000022079955,0.0016114608,0.0028540243,0.0020648532,0.002214305,0.000021319407,0.00043060054,0.00046143224],"genre_scores_gemma":[0.9974442,0.0000040513837,0.00028957863,0.0006422421,0.000409813,0.0006017459,0.00007673648,0.000029740639,0.0005018935],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978182,0.00029223284,0.00080499495,0.00041077306,0.0003130508,0.00036075676],"domain_scores_gemma":[0.99868137,0.00033008834,0.0002452327,0.00024135843,0.0004752889,0.000026636693],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011026445,0.0001414425,0.00023732512,0.0010960981,0.00047922725,0.000033651122,0.00015737116,0.00007067516,0.00011717181],"category_scores_gemma":[0.0012041777,0.00014734517,0.000014661923,0.0065174163,0.000014975453,0.0003126259,0.00025222436,0.0003567302,0.00096208724],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023328035,0.000056852765,0.94793314,0.000018615561,0.00003186499,0.000008301276,0.04523225,0.00019590896,0.00078771275,0.00044050597,0.0047213593,0.00055018184],"study_design_scores_gemma":[0.0020772938,0.000027784054,0.9725942,0.00022042102,0.000009453911,3.5416676e-8,0.021521738,0.00023331828,0.00007405402,0.00210425,0.0009918166,0.00014561739],"about_ca_topic_score_codex":0.00050227286,"about_ca_topic_score_gemma":0.0020063887,"teacher_disagreement_score":0.0246611,"about_ca_system_score_codex":0.00037565664,"about_ca_system_score_gemma":0.00009385798,"threshold_uncertainty_score":0.99981576},"labels":[],"label_agreement":null},{"id":"W4390082268","doi":"10.1093/geroni/igad104.1155","title":"A QUALITATIVE EVALUATION OF RISE FROM THE PERSPECTIVE OF ADULT PROTECTIVE SERVICES CASEWORKERS","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"General partnership; Psychological intervention; Intervention (counseling); Perspective (graphical); Agency (philosophy); Referral; Scope (computer science); Neglect; Public relations; Psychology; Qualitative research; Medicine; Business; Political science; Nursing; Sociology; Computer science","score_opus":0.08898562535622465,"score_gpt":0.44785657360881653,"score_spread":0.3588709482525919,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390082268","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9930881,0.000091755224,0.00011693959,0.0030207431,0.00007276168,0.00049135345,0.000011180523,0.000025501473,0.0030816149],"genre_scores_gemma":[0.999686,0.000023229466,0.00007205515,0.00006965248,0.000053034062,0.00007197608,0.0000070652072,0.000004394126,0.0000125692295],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99816626,0.0007760061,0.0002794175,0.00013225253,0.00054087694,0.000105164276],"domain_scores_gemma":[0.9972666,0.00061175216,0.00026161713,0.00009382373,0.0017595254,0.0000067166297],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029258872,0.000049921848,0.00009493194,0.00022227751,0.00012830237,0.000012708036,0.00011773431,0.000042258467,0.000028256532],"category_scores_gemma":[0.0011556883,0.000041688614,0.000019661622,0.0038902771,0.000120235294,0.00017877684,0.00001924676,0.00010722812,0.0000043926552],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001865883,0.000016629012,0.007346027,0.00000930301,0.000029348193,3.5681975e-7,0.96121097,0.0001665311,0.001309677,0.026166141,0.00004836144,0.003678],"study_design_scores_gemma":[0.00034155065,0.000013102193,0.015035477,0.0003971834,0.00001544825,3.342178e-8,0.8436343,0.0011851748,0.0032582835,0.13604386,0.000020755886,0.000054820233],"about_ca_topic_score_codex":0.05328424,"about_ca_topic_score_gemma":0.0171626,"teacher_disagreement_score":0.11757665,"about_ca_system_score_codex":0.00015423573,"about_ca_system_score_gemma":0.00019942038,"threshold_uncertainty_score":0.9577134},"labels":[],"label_agreement":null},{"id":"W4390082271","doi":"10.1093/geroni/igad104.1054","title":"FACILITATORS AND BARRIERS TO IMPLEMENTING A VIRTUAL REALITY PROGRAM IN LONG-TERM CARE","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Vancouver Coastal Health; University of British Columbia; Vancouver General Hospital","funders":"","keywords":"Workload; Thematic analysis; Implementation research; Long-term care; Focus group; Nursing; Qualitative research; Psychology; Medical education; Knowledge management; Medicine; Business; Computer science; Psychological intervention","score_opus":0.047742781869952636,"score_gpt":0.44148545472230005,"score_spread":0.39374267285234743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390082271","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9965303,0.000022266619,0.00010365593,0.0015062174,0.00041347364,0.0007892331,0.000016018612,0.00016528532,0.00045354242],"genre_scores_gemma":[0.9991738,0.000004258093,0.00009557572,0.00019448232,0.0000657807,0.00024472602,0.00010037302,0.0000111769805,0.00010982224],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99847627,0.00012933444,0.0005761652,0.00023656958,0.0001415363,0.00044013443],"domain_scores_gemma":[0.9994763,0.0001133522,0.00009086444,0.00012465996,0.00013597091,0.00005882938],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010862921,0.00008717906,0.00014435184,0.00085485453,0.0002638625,0.000018104553,0.00005906974,0.000069278816,0.00004249812],"category_scores_gemma":[0.00043208402,0.000094013805,0.000011156614,0.003355049,0.000017488648,0.0000995588,0.000104594896,0.00025938312,0.000016040929],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011365365,0.0000031778075,0.85578364,0.00015410033,0.0000022799175,0.0000060200873,0.055644155,0.000010123661,0.00011785089,0.00043367269,0.0008290749,0.08700451],"study_design_scores_gemma":[0.00053142995,0.000035336496,0.9113232,0.0002663833,0.0000019166166,1.9392344e-7,0.085123636,0.000034050317,0.000027038344,0.00012951331,0.002423079,0.000104227285],"about_ca_topic_score_codex":0.0008332555,"about_ca_topic_score_gemma":0.0018780503,"teacher_disagreement_score":0.08690029,"about_ca_system_score_codex":0.00022201364,"about_ca_system_score_gemma":0.0001480429,"threshold_uncertainty_score":0.38337716},"labels":[],"label_agreement":null},{"id":"W4390082295","doi":"10.1093/geroni/igad104.1547","title":"UTILIZATION OF ELDER CARE AMONG PEOPLE LIVING WITH DEMENTIA IN SWEDEN: A REGISTER-BASED STUDY","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dementia; Multinomial logistic regression; Medicine; Gerontology; Quarter (Canadian coin); Demography; Logistic regression; Marital status; Socioeconomic status; Cohabitation; Disease; Environmental health; Geography; Population","score_opus":0.07389996060682874,"score_gpt":0.40255384463144067,"score_spread":0.32865388402461193,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390082295","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99713796,0.000029662331,0.00084595144,0.00011610733,0.0002576549,0.00061564957,0.0000013483433,0.00007366671,0.0009219909],"genre_scores_gemma":[0.9995626,0.0000016759153,0.000107029344,0.000036918867,0.000028680062,0.000116246614,0.000038095615,0.000016690823,0.0000920218],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99865127,0.00018161657,0.00058652204,0.00018192883,0.00018449528,0.00021415613],"domain_scores_gemma":[0.99908733,0.00016707579,0.00027411155,0.00017397547,0.00028667465,0.0000108493505],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006962361,0.00008205957,0.00016604486,0.001059279,0.00011632859,0.000007143428,0.000070626535,0.000057730456,0.000053424526],"category_scores_gemma":[0.00013789894,0.00007974018,0.000010656727,0.0048953593,0.000012127525,0.00011171819,0.000035585846,0.00018716988,0.0000048658626],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014279574,0.00005154766,0.9151538,0.00022425248,0.000005431534,0.0000026536288,0.08316072,0.00022495489,0.000040270123,0.0000726097,0.0001474443,0.0009020118],"study_design_scores_gemma":[0.0007087429,0.000051266547,0.8509539,0.00078996696,0.000008719809,4.576964e-8,0.1471034,0.00023209902,0.00003758096,0.000020843512,0.00002512936,0.00006834859],"about_ca_topic_score_codex":0.0018493423,"about_ca_topic_score_gemma":0.01132675,"teacher_disagreement_score":0.06419996,"about_ca_system_score_codex":0.000104848354,"about_ca_system_score_gemma":0.00014400331,"threshold_uncertainty_score":0.6320592},"labels":[],"label_agreement":null},{"id":"W4390082299","doi":"10.1093/geroni/igad104.1053","title":"USING VIRTUAL REALITY IN LONG-TERM CARE TO REDUCE SOCIAL ISOLATION","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Loneliness; Social isolation; Thematic analysis; Psychology; Isolation (microbiology); Psychological intervention; Population; Cognition; Virtual reality; Personhood; Applied psychology; Gerontology; Qualitative research; Nursing; Medicine; Social psychology; Psychotherapist; Psychiatry","score_opus":0.16850576501334275,"score_gpt":0.48826417144941586,"score_spread":0.3197584064360731,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390082299","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98934597,0.00001403089,0.0046050996,0.0019960469,0.00043371422,0.00018187055,0.0000036162703,0.00008479204,0.003334842],"genre_scores_gemma":[0.99895495,2.272596e-7,0.000076509205,0.00018043317,0.00017934083,0.000032239575,0.00008073679,0.000013294937,0.00048225612],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99870765,0.00017256266,0.00037095413,0.0002808883,0.0001455385,0.00032242388],"domain_scores_gemma":[0.9995864,0.000059221547,0.00006746117,0.00014202343,0.00012877154,0.000016089949],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008378107,0.00007844342,0.00012385011,0.0010290442,0.00010516943,0.000023808669,0.00010823194,0.00011378871,0.00006355377],"category_scores_gemma":[0.00009887502,0.00009523023,0.000013087731,0.0033456308,0.00003472662,0.00009362257,0.00005799855,0.00028015842,0.00009406296],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009621142,0.000039732968,0.8442506,0.00003348683,0.0000119257775,0.000067930996,0.07275515,0.00048412403,0.003216485,0.011938108,0.0013191476,0.065787055],"study_design_scores_gemma":[0.0004781056,0.000016694079,0.9915242,0.000049142775,0.0000013275748,0.0000031855195,0.0068908907,0.00051570823,0.00012298548,0.00023650292,0.000054824268,0.00010638639],"about_ca_topic_score_codex":0.000571844,"about_ca_topic_score_gemma":0.00037628884,"teacher_disagreement_score":0.1472736,"about_ca_system_score_codex":0.00022573955,"about_ca_system_score_gemma":0.000051805466,"threshold_uncertainty_score":0.3883376},"labels":[],"label_agreement":null},{"id":"W4390082302","doi":"10.1093/geroni/igad104.1039","title":"LEVERAGING AN “ETHICAL BY DESIGN” APPROACH TO CREATE MORE INHERENTLY RESPONSIBLE TECHNOLOGY TO SUPPORT AGING","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Leverage (statistics); Multitude; Process (computing); Computer science; Design technology; Emerging technologies; Presentation (obstetrics); Engineering design process; Engineering ethics; Knowledge management; Process management; Engineering; Systems engineering; Business; Political science; Marketing; Artificial intelligence","score_opus":0.06949618877463622,"score_gpt":0.3783656943094064,"score_spread":0.3088695055347702,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390082302","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86741954,0.000007843808,0.05045561,0.076497056,0.00020827928,0.0008303318,0.0000045557153,0.0019614606,0.0026153158],"genre_scores_gemma":[0.97561616,0.000003944104,0.01979723,0.0032210483,0.00006566493,0.00026304467,0.000032697444,0.000039291463,0.00096091005],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.997189,0.00025198946,0.000580531,0.00068214553,0.0004958421,0.00080050295],"domain_scores_gemma":[0.9989457,0.00015030237,0.000114964416,0.0004106571,0.00027602882,0.000102334605],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003982697,0.00019007413,0.00024713652,0.0036468012,0.00047285034,0.00012806134,0.00067773665,0.00046667966,0.000022810325],"category_scores_gemma":[0.0017084222,0.00022722028,0.000018711347,0.016166199,0.00020200266,0.00031608666,0.00025352536,0.0008120359,0.00012500602],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014712951,0.00036553177,0.16030647,0.00008364019,0.000064621534,0.0001640093,0.2604514,0.005743389,0.107763186,0.23532042,0.07513651,0.15445368],"study_design_scores_gemma":[0.0053185653,0.0009098263,0.06916875,0.0012486847,0.000053554326,0.000062473664,0.3464947,0.009093839,0.1374461,0.11575994,0.30961853,0.0048250365],"about_ca_topic_score_codex":0.00052551215,"about_ca_topic_score_gemma":0.00016563719,"teacher_disagreement_score":0.234482,"about_ca_system_score_codex":0.00032922006,"about_ca_system_score_gemma":0.0003338535,"threshold_uncertainty_score":0.92657745},"labels":[],"label_agreement":null},{"id":"W4390082321","doi":"10.1093/geroni/igad104.1631","title":"COVID-19 AND PSYCHOTROPIC DRUG USE IN ASSISTED LIVING RESIDENTS: VARIATION BY WAVE AND SETTING TYPE","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary; University of Alberta; York University; University of Waterloo","funders":"","keywords":"Medicine; Gee; Dementia; Antipsychotic; Pandemic; Demography; Population; Coronavirus disease 2019 (COVID-19); Benzodiazepine; Medical prescription; Generalized estimating equation; Psychiatry; Internal medicine; Schizophrenia (object-oriented programming); Environmental health; Disease","score_opus":0.07587573917176377,"score_gpt":0.41239715559378815,"score_spread":0.3365214164220244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390082321","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99326485,0.00008249896,0.0003031467,0.0052606016,0.00057254214,0.00024953973,0.000003901126,0.00009872699,0.00016420652],"genre_scores_gemma":[0.99745065,0.00006922676,0.00035860384,0.0011414264,0.00007235263,0.000022793829,0.000060432736,0.000014074185,0.00081045873],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986549,0.00026786755,0.0005005281,0.0002230904,0.00012349078,0.0002301082],"domain_scores_gemma":[0.9986439,0.0009239986,0.00018647061,0.00010198575,0.00010280128,0.000040879557],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013970122,0.00007878656,0.0001235678,0.00075241376,0.00024357231,0.000038971084,0.000031286112,0.00008860357,0.0000264553],"category_scores_gemma":[0.0026233704,0.000086108324,0.000004950276,0.0024885088,0.000015461223,0.0002529041,0.000049868453,0.00029918214,0.000006940744],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020301452,0.000015384241,0.9317219,0.00025830927,0.0000051268908,0.0000069772054,0.032558538,0.000011569541,0.00240193,0.0006838568,0.028606042,0.0037100106],"study_design_scores_gemma":[0.0005437187,0.000006801383,0.9906588,0.0003836268,0.0000032948235,0.0000012003222,0.0053744614,0.00064727437,0.0000049975793,0.0009923964,0.0012940303,0.00008935026],"about_ca_topic_score_codex":0.0029854337,"about_ca_topic_score_gemma":0.0009333868,"teacher_disagreement_score":0.058936894,"about_ca_system_score_codex":0.00022804011,"about_ca_system_score_gemma":0.00013455862,"threshold_uncertainty_score":0.45131028},"labels":[],"label_agreement":null},{"id":"W4390082331","doi":"10.1093/geroni/igad104.1286","title":"GENDER DIFFERENCES IN ASSOCIATIONS OF SLEEP INTRAINDIVIDUAL VARIABILITY AND MILD COGNITIVE IMPAIRMENT","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Sleep and related disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Actigraphy; Sleep (system call); Medicine; Sleep onset; Cognition; Audiology; Cognitive decline; Cognitive impairment; Demography; Psychology; Insomnia; Internal medicine; Psychiatry; Dementia; Disease","score_opus":0.0561084795572123,"score_gpt":0.3372749245412918,"score_spread":0.2811664449840795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390082331","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9950767,0.000023734367,0.00023132628,0.0003773081,0.00023378088,0.00020038126,0.000020734478,0.000031451094,0.0038045696],"genre_scores_gemma":[0.9997094,0.000005943609,0.000034827328,0.00011277917,0.000013435085,0.0000403079,0.000057771475,0.0000051857915,0.000020294478],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990453,0.00012912948,0.00038954962,0.00017145662,0.00010621544,0.0001583612],"domain_scores_gemma":[0.9993895,0.0003554303,0.00011690524,0.000059562102,0.00006895352,0.00000962749],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00094884384,0.00006448902,0.000117436444,0.0005840797,0.00003189689,0.000008537876,0.000042765023,0.000095596806,0.00010673652],"category_scores_gemma":[0.00020004978,0.00006426782,0.000010560501,0.002055052,0.000055964803,0.000051883584,0.00002712773,0.00017205178,0.000008807555],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008069763,0.00013669499,0.9637917,0.000008379351,0.000076648714,0.0000018090528,0.020413108,0.000016645214,0.000026557556,0.010654117,0.00006638612,0.0047998703],"study_design_scores_gemma":[0.0012410014,0.000015296795,0.98248786,0.00002529472,0.000010467418,3.3352575e-7,0.008131824,0.0003150164,0.000016098738,0.0076876143,0.0000034477623,0.00006573648],"about_ca_topic_score_codex":0.00014293313,"about_ca_topic_score_gemma":0.00002796399,"teacher_disagreement_score":0.018696154,"about_ca_system_score_codex":0.00003297948,"about_ca_system_score_gemma":0.000018342618,"threshold_uncertainty_score":0.26207656},"labels":[],"label_agreement":null},{"id":"W4390082340","doi":"10.1093/geroni/igad104.1287","title":"OBJECTIVE SLEEP AND CIRCADIAN REST–ACTIVITY RHYTHMS AND MULTIPLE DOMAINS OF COGNITIVE FUNCTION IN OLDER ADULTS","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Sleep and related disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Actigraphy; Cognition; Psychomotor learning; Effects of sleep deprivation on cognitive performance; Circadian rhythm; Psychology; Dementia; Cognitive decline; Audiology; Cognitive test; Verbal memory; Medicine; Neuroscience; Disease; Internal medicine","score_opus":0.013749284133061125,"score_gpt":0.2832519913369871,"score_spread":0.26950270720392594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390082340","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9963622,0.00011076324,0.00038142243,0.00018857444,0.0003013667,0.00031250052,0.0000057473394,0.000039792303,0.0022975956],"genre_scores_gemma":[0.9997529,0.000019986468,0.000011002997,0.00008896385,0.000020388354,0.000032803247,0.000024030858,0.000011940127,0.000038027534],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991845,0.00007821031,0.0002442224,0.00025282754,0.000074660624,0.00016556571],"domain_scores_gemma":[0.9994321,0.00029316288,0.00011145169,0.000069505186,0.00007854922,0.000015243902],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003140526,0.0000844217,0.00012010895,0.0009116293,0.00004272268,0.000008301393,0.00001944629,0.00012551613,0.000020721322],"category_scores_gemma":[0.00019925274,0.00009135645,0.000009133403,0.0021061767,0.00007783075,0.00012620476,0.000021353017,0.00022449832,0.000008464161],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040293264,0.00015061359,0.85765374,0.00003342307,0.00009290085,0.000024078241,0.038584664,0.00005197009,0.0006338585,0.0020159828,0.00003823836,0.10031763],"study_design_scores_gemma":[0.00434004,0.00004031276,0.97944117,0.00020148633,0.000010798775,0.000003880094,0.013747343,0.0012422913,0.00014227082,0.00072259264,0.000010671671,0.00009712883],"about_ca_topic_score_codex":0.0007986277,"about_ca_topic_score_gemma":0.0004162558,"teacher_disagreement_score":0.12178747,"about_ca_system_score_codex":0.000023659915,"about_ca_system_score_gemma":0.000010319476,"threshold_uncertainty_score":0.3725408},"labels":[],"label_agreement":null},{"id":"W4390082344","doi":"10.1093/geroni/igad104.1051","title":"ORGANIZATIONAL READINESS FOR A VIRTUAL REALITY TRAINING PROGRAM CALLED BE EPIC-VR","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; Western University","funders":"","keywords":"Virtual reality; Thematic analysis; Implementation research; Staffing; Organizational culture; Knowledge management; Psychological intervention; Computer science; Psychology; Qualitative research; Nursing; Medicine; Human–computer interaction; Public relations; Political science","score_opus":0.07692073893484927,"score_gpt":0.3741529191099305,"score_spread":0.29723218017508124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390082344","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97693443,0.0000054836546,0.0061007654,0.012841827,0.0005400393,0.0010264758,0.00001900808,0.0004072832,0.0021246655],"genre_scores_gemma":[0.9937139,0.0000032142514,0.003227283,0.00075171096,0.00025055863,0.00023233464,0.000725942,0.000023743141,0.0010712761],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988805,0.000026880438,0.00048559404,0.00020968363,0.00020722364,0.00019011478],"domain_scores_gemma":[0.9990056,0.00031026395,0.000100059915,0.000111631176,0.00044371295,0.000028732904],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00073927164,0.00008701806,0.00018595817,0.00062654907,0.00006997518,0.000021575712,0.000041772426,0.00007345129,0.000059202008],"category_scores_gemma":[0.0019262828,0.00008337976,0.00003536503,0.0031848364,0.0000409001,0.000085643056,0.000015796619,0.00011398087,0.000008696806],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00051065,0.0006956085,0.3574059,0.0009509714,0.00019640583,0.00003816111,0.025943859,0.0013250062,0.024377404,0.23183778,0.014891657,0.34182662],"study_design_scores_gemma":[0.010618649,0.0007309676,0.83733135,0.00087338797,0.000056168064,0.00005898938,0.014371499,0.047526635,0.0023104874,0.015493959,0.069958806,0.00066910137],"about_ca_topic_score_codex":0.000012086909,"about_ca_topic_score_gemma":0.000008230016,"teacher_disagreement_score":0.47992545,"about_ca_system_score_codex":0.00010450391,"about_ca_system_score_gemma":0.00018460889,"threshold_uncertainty_score":0.34001282},"labels":[],"label_agreement":null},{"id":"W4390082353","doi":"10.1093/geroni/igad104.1682","title":"CONNECTING THE DOTS: SUPPORTING OLDER ADULTS LIVING WITH HIV-ASSOCIATED NEUROCOGNITIVE DISORDERS","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Neurocognitive; Psychological intervention; Cognition; Intervention (counseling); Cognitive remediation therapy; Clinical psychology; Medicine; Gerontology; Psychology; Cognitive skill; Activities of daily living; Psychiatry","score_opus":0.011913673898821251,"score_gpt":0.2774333513965146,"score_spread":0.26551967749769334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390082353","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99643517,0.000039862447,0.00017960693,0.0016163435,0.0000997113,0.0003332859,0.000015726162,0.00015301819,0.0011272683],"genre_scores_gemma":[0.9990629,0.000008876803,0.000009816061,0.00014976607,0.000011074318,0.00008615378,0.00032018192,0.00001656986,0.00033464332],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99884075,0.00016692802,0.00029427581,0.00022089071,0.000053734035,0.000423447],"domain_scores_gemma":[0.9988701,0.0007280018,0.00016307605,0.00010011768,0.00013179072,0.000006909598],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00069760304,0.00010649312,0.00011174721,0.00031424375,0.00033907365,0.000031424366,0.00009650759,0.000054083,0.00012583402],"category_scores_gemma":[0.0009924687,0.00007488968,0.000017428833,0.0018516255,0.0000530148,0.00010997766,0.000067928384,0.000324229,0.000326204],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000072234856,0.00020269868,0.8770467,0.000041648254,0.00025584927,0.000047127374,0.03253922,0.00015094817,0.0071310718,0.0006077308,0.0010675383,0.08083722],"study_design_scores_gemma":[0.0034133247,0.00013106006,0.9509456,0.0008919097,0.000016144175,0.000019097768,0.039835982,0.00028630957,0.0030572768,0.00015688155,0.0009827237,0.00026369805],"about_ca_topic_score_codex":0.00018008355,"about_ca_topic_score_gemma":0.00038111553,"teacher_disagreement_score":0.08057352,"about_ca_system_score_codex":0.000049308008,"about_ca_system_score_gemma":0.000043476783,"threshold_uncertainty_score":0.41928014},"labels":[],"label_agreement":null},{"id":"W4390082373","doi":"10.1093/geroni/igad104.1156","title":"EFFECT OF RISE ON REPEAT ELDER ABUSE AND SELF-NEGLECT INVESTIGATIONS BY ADULT PROTECTIVE SERVICES","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Neglect; Medicine; Observational study; Proxy (statistics); Intervention (counseling); Psychiatry; Internal medicine; Statistics","score_opus":0.010459798213757764,"score_gpt":0.3007033475000696,"score_spread":0.29024354928631185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390082373","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99638957,0.000044424967,0.000023280318,0.0005416744,0.00006312739,0.0004501685,0.0000028076508,0.00016490949,0.0023200673],"genre_scores_gemma":[0.9993078,0.00017273937,0.00007014395,0.00021518058,0.000037549056,0.000100116435,0.000009255936,0.000009928037,0.00007730062],"study_design_codex":"qualitative","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989133,0.0002609375,0.00024949337,0.0001956482,0.00020810417,0.00017253266],"domain_scores_gemma":[0.99931383,0.0002818117,0.0001255501,0.00010214509,0.0001527347,0.000023899449],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00073916605,0.00008563913,0.000118480646,0.000433015,0.00021213284,0.000032044085,0.00008899905,0.00006911282,0.000008142498],"category_scores_gemma":[0.00024653738,0.00008274156,0.000013857665,0.0032892544,0.000073779105,0.00022274657,0.000016097172,0.00014050634,0.000009928662],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012753383,0.00021305511,0.33969492,0.0008552174,0.000121180994,0.000018873146,0.55709654,0.00010807282,0.044390585,0.017028524,0.0028616819,0.037483793],"study_design_scores_gemma":[0.006632231,0.0020563733,0.07582498,0.008609784,0.0001361519,0.000005737292,0.022527194,0.0036705933,0.82655334,0.041116796,0.011119776,0.0017470182],"about_ca_topic_score_codex":0.0015313656,"about_ca_topic_score_gemma":0.00074525806,"teacher_disagreement_score":0.7821628,"about_ca_system_score_codex":0.000047799847,"about_ca_system_score_gemma":0.000038226193,"threshold_uncertainty_score":0.3374103},"labels":[],"label_agreement":null},{"id":"W4390082375","doi":"10.1093/geroni/igad104.1506","title":"RESEARCH TO STRENGTHEN, INNOVATE, AND TRANSFORM AGE-FRIENDLY COMMUNITY PRACTICE","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Operationalization; Equity (law); Social justice; Conceptual framework; Sociology; Public relations; Political science; Psychology; Social science","score_opus":0.1252701685889766,"score_gpt":0.4365943365950551,"score_spread":0.3113241680060785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390082375","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9499132,0.00002257428,0.00023742713,0.018288793,0.00014856375,0.0002778191,0.000002825556,0.00012893663,0.030979868],"genre_scores_gemma":[0.99733657,0.00012696047,0.0005525133,0.00041574947,0.00013458307,0.000048287988,0.000014034251,0.000009129093,0.0013621781],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981505,0.00054841075,0.0003337889,0.00015269298,0.00046650294,0.00034807154],"domain_scores_gemma":[0.99826264,0.00082930806,0.000061695246,0.00014183643,0.0006717731,0.00003275889],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.009588019,0.000073244206,0.00010446303,0.0010845504,0.0014477234,0.00015683107,0.00017226666,0.000051804458,0.00001399224],"category_scores_gemma":[0.0024960865,0.000078241246,0.000007751219,0.00964642,0.00018052233,0.0004765602,0.000077258934,0.00050261494,0.000027063119],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010447662,0.000039916133,0.0048037213,0.000022730785,0.000009899373,0.000012495399,0.8316711,0.00002188162,0.00012374074,0.12901737,0.009882703,0.024383988],"study_design_scores_gemma":[0.000530469,0.000077484496,0.1372775,0.00013221105,0.00000500364,0.0000013549233,0.27944142,0.00007248008,0.00018521301,0.035161372,0.5468303,0.00028519402],"about_ca_topic_score_codex":0.03698618,"about_ca_topic_score_gemma":0.040936112,"teacher_disagreement_score":0.5522297,"about_ca_system_score_codex":0.00009973323,"about_ca_system_score_gemma":0.000114520015,"threshold_uncertainty_score":0.99985224},"labels":[],"label_agreement":null},{"id":"W4390082378","doi":"10.1093/geroni/igad104.1382","title":"SINGLE-TIE CORE NETWORKS AMONG OLDER EUROPEANS: A POSITION OF PRECARITY AND LONELINESS?","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Loneliness; Residence; Social network (sociolinguistics); Psychology; Core (optical fiber); Personal network; Social psychology; Demography; Sociology; Computer science; Telecommunications; Social media","score_opus":0.06395764279490748,"score_gpt":0.3508978099727927,"score_spread":0.2869401671778852,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390082378","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9931834,0.000048816564,0.0012934227,0.0023783091,0.0003023052,0.00015008176,0.0000018715991,0.0000635027,0.0025782946],"genre_scores_gemma":[0.99889666,0.000056767232,0.00007696372,0.0006329488,0.00013411006,0.0000061301907,0.000017774619,0.000006239975,0.00017242112],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991747,0.000067542736,0.00032058422,0.00010635076,0.00014087527,0.00018995458],"domain_scores_gemma":[0.9995467,0.000120860896,0.00011407308,0.00005618163,0.00014049542,0.000021692593],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010454637,0.000046119683,0.0000934044,0.00019621215,0.00014786814,0.000037539547,0.000053639997,0.00004886954,0.000018132267],"category_scores_gemma":[0.00025421334,0.000049653067,0.000009250652,0.0016984628,0.00009293264,0.00019890345,0.000028649692,0.0000939146,0.0000015130329],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000030406122,0.0000152370285,0.954741,0.000084277504,0.0000025619604,0.000003395415,0.0068280525,0.00025222858,0.0000308396,0.025795704,0.000600886,0.011642751],"study_design_scores_gemma":[0.00017140807,0.0000053967624,0.99140185,0.00025311802,0.000002011144,1.939166e-7,0.0026745393,0.0029231678,0.00001816965,0.0010398821,0.0014435616,0.00006671304],"about_ca_topic_score_codex":0.0017935699,"about_ca_topic_score_gemma":0.001023306,"teacher_disagreement_score":0.036660813,"about_ca_system_score_codex":0.000044771718,"about_ca_system_score_gemma":0.000038211325,"threshold_uncertainty_score":0.2711353},"labels":[],"label_agreement":null},{"id":"W4390082398","doi":"10.1093/geroni/igad104.1036","title":"DIGITAL AGEISM AND ITS IMPLICATIONS FOR OLDER ADULT INCLUSION","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Nexus (standard); Injustice; Digital inclusion; Psychology; Digital health; Population; Sociology; Political science; Social psychology; Computer science; Health care; World Wide Web","score_opus":0.06584156438180362,"score_gpt":0.4206167881719025,"score_spread":0.3547752237900989,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390082398","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9685314,0.00006239527,0.0033542863,0.017108588,0.00017710985,0.0002813876,0.000018433018,0.00012608105,0.010340286],"genre_scores_gemma":[0.9935552,0.0000019388622,0.000058126752,0.00042933034,0.000058096735,0.00018539705,0.00010652896,0.000011197825,0.005594219],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9992937,0.000017891023,0.00021503128,0.00020665067,0.000055532226,0.00021122859],"domain_scores_gemma":[0.99946994,0.0001730665,0.000047090485,0.00011756053,0.00017664651,0.000015686346],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033909094,0.00005655468,0.00007226493,0.00046052312,0.0002066184,0.000028386541,0.00008272253,0.00006437279,0.000020448626],"category_scores_gemma":[0.00020265189,0.000058321955,0.000009477365,0.0011383477,0.000025254318,0.0001160244,0.00015886805,0.00011238106,0.000059351412],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028037823,0.00007346003,0.18408278,0.000053827556,0.000027611788,0.0000071394825,0.01575513,0.000007388483,0.0013441074,0.4531744,0.016422154,0.32902396],"study_design_scores_gemma":[0.0013555427,0.000029438466,0.96286833,0.00005396938,0.0000030322992,0.000014563729,0.0017276678,0.0012589488,0.00013126199,0.02514729,0.007235541,0.00017438733],"about_ca_topic_score_codex":0.000010160248,"about_ca_topic_score_gemma":0.0000058141163,"teacher_disagreement_score":0.7787856,"about_ca_system_score_codex":0.000020851467,"about_ca_system_score_gemma":0.000014149881,"threshold_uncertainty_score":0.23783003},"labels":[],"label_agreement":null},{"id":"W4390082399","doi":"10.1093/geroni/igad104.1811","title":"EXPLORING THE IMPLEMENTATION OF THE STRENGTHENING A PALLIATIVE APPROACH IN LONG-TERM CARE PROGRAM IN A CLINICAL TRIAL","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Regina; University of Manitoba; University of Saskatchewan; McMaster University","funders":"","keywords":"Palliative care; Champion; Psychological intervention; Nursing; Intervention (counseling); Medicine; Advance care planning; Long-term care; Scale (ratio); Cluster randomised controlled trial; Political science","score_opus":0.30271565763276453,"score_gpt":0.5306973179275047,"score_spread":0.2279816602947402,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390082399","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9960262,0.000019051178,0.000039636532,0.0006711472,0.0010745921,0.0019623344,0.00000323067,0.00004153748,0.00016224435],"genre_scores_gemma":[0.9984303,0.000019111223,0.000121903926,0.000039357772,0.00019295888,0.0011123477,0.00006074458,0.000011336209,0.0000119422175],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99747014,0.0005795303,0.0012883869,0.00018682655,0.00020671664,0.00026842594],"domain_scores_gemma":[0.9987974,0.0004854044,0.00040452598,0.00018083816,0.00012332859,0.000008507942],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022165074,0.00008153586,0.00018549094,0.0004603971,0.00014014087,0.000010949181,0.0001523154,0.000058952966,0.000007052677],"category_scores_gemma":[0.00024673672,0.000056166104,0.000038550206,0.00437107,0.000033448272,0.00012443341,0.00009324072,0.0005927962,0.0000019488264],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002037764,0.00003922183,0.7965407,0.00010289047,0.0000043500586,8.733218e-7,0.09277231,0.000042911866,0.000009558139,0.00039576172,0.00003190489,0.10985574],"study_design_scores_gemma":[0.006927333,0.000038828402,0.85160714,0.00030284282,0.0000036725944,3.8140904e-8,0.14081946,0.00010190677,0.000020480877,0.000097655735,0.00003128123,0.000049359063],"about_ca_topic_score_codex":0.0006345651,"about_ca_topic_score_gemma":0.0015250355,"teacher_disagreement_score":0.10980638,"about_ca_system_score_codex":0.00018715406,"about_ca_system_score_gemma":0.00019535149,"threshold_uncertainty_score":0.25754374},"labels":[],"label_agreement":null},{"id":"W4390082432","doi":"10.1093/geroni/igad104.0738","title":"THE ROLE OF THE NEIGHBORHOOD-BUILT ENVIRONMENT ON OUTDOOR MOBILITY OF PEOPLE LIVING WITH DEMENTIA","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia; University of Northern British Columbia; Simon Fraser University","funders":"","keywords":"Neighbourhood (mathematics); Dementia; Built environment; Psychology; Gerontology; Geography; Medicine; Engineering; Disease","score_opus":0.015146354161336787,"score_gpt":0.2688553092226669,"score_spread":0.2537089550613301,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390082432","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99568474,0.000023623421,0.00007447543,0.0006881018,0.000067669076,0.0001877312,0.0000023387345,0.000015454863,0.0032558597],"genre_scores_gemma":[0.99981743,0.000007303001,0.000016548647,0.000024094,0.000020354426,0.00001556028,0.0000013988224,0.0000036722988,0.00009366468],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99904644,0.00007461891,0.00030360222,0.00011844009,0.00032214526,0.00013474164],"domain_scores_gemma":[0.99936473,0.00018688734,0.00018799753,0.00020449764,0.00004817004,0.000007699561],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014273801,0.000047905072,0.00007411794,0.00005626143,0.00022833853,0.000016133337,0.00021979201,0.000023386969,0.000047666268],"category_scores_gemma":[0.0001118031,0.00002907606,0.000020821275,0.0013220676,0.00015329215,0.00009250841,0.00003312555,0.00008575867,0.0000018440699],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000037788932,0.00003964677,0.98311347,0.000008121176,0.0000065421555,3.671421e-8,0.006872269,0.00017839948,0.00051606144,0.006807322,0.000006291242,0.0024480792],"study_design_scores_gemma":[0.00006360665,0.000008342016,0.98920983,0.00004651197,0.0000044807484,5.390403e-9,0.0056971484,0.00013784763,0.00147078,0.002939494,0.00038718333,0.000034750636],"about_ca_topic_score_codex":0.0012918432,"about_ca_topic_score_gemma":0.001961896,"teacher_disagreement_score":0.0060963966,"about_ca_system_score_codex":0.000038723036,"about_ca_system_score_gemma":0.000057874175,"threshold_uncertainty_score":0.19528893},"labels":[],"label_agreement":null},{"id":"W4390082438","doi":"10.1093/geroni/igad104.1037","title":"OLDER ADULTS’ PERSPECTIVES ON ETHICAL ISSUES RELATED TO AGETECH","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Tokenism; Public relations; Work (physics); Relevance (law); Process (computing); Political science; Psychology; Business; Engineering; Computer science","score_opus":0.0219429818921387,"score_gpt":0.3618560554919417,"score_spread":0.339913073599803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390082438","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8905898,0.000023041504,0.000057989735,0.10098662,0.0002394954,0.00029452762,0.0000011061178,0.0010422883,0.0067651686],"genre_scores_gemma":[0.9969793,0.000026488908,0.00038861154,0.00095901487,0.000059323458,0.00004858411,0.0000051412376,0.000014518569,0.0015190331],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9985292,0.00011265964,0.00030576554,0.0003371836,0.0003493502,0.00036584272],"domain_scores_gemma":[0.99935716,0.00014661002,0.000063687934,0.00018255338,0.00021996134,0.000030037934],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012652735,0.00008912049,0.00011162163,0.0012015454,0.00023498431,0.00004299705,0.00023405463,0.00033111393,0.00007585376],"category_scores_gemma":[0.0024893738,0.00009847103,0.000016652913,0.007693856,0.00015190389,0.00011201092,0.0000611309,0.0006828635,0.0004167602],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011620602,0.00003678129,0.012425973,0.000008193679,0.000007722476,0.000023757328,0.3997045,0.000034678822,0.00037522014,0.55990994,0.004822079,0.02263957],"study_design_scores_gemma":[0.0014533075,0.00009954292,0.2979921,0.0010826245,0.0000041943426,0.0000017104156,0.6076103,0.00029277074,0.0029737954,0.038280502,0.04955181,0.0006573331],"about_ca_topic_score_codex":0.00070017134,"about_ca_topic_score_gemma":0.0003905761,"teacher_disagreement_score":0.52162945,"about_ca_system_score_codex":0.0002014222,"about_ca_system_score_gemma":0.000058233276,"threshold_uncertainty_score":0.5356748},"labels":[],"label_agreement":null},{"id":"W4390082469","doi":"10.1093/geroni/igad104.1747","title":"EVALUATING A CO-DESIGNED EXERGAMING PLATFORM (MOUVMAT) FOR OLDER ADULTS LIVING IN LONG-TERM CARE HOMES","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor; University of Toronto","funders":"","keywords":"Psychosocial; Intervention (counseling); Loneliness; Physical therapy; Memory span; Context (archaeology); Medicine; Randomized controlled trial; Cognition; Psychology; Gerontology; Nursing; Psychiatry","score_opus":0.043856632271099455,"score_gpt":0.3818445807956317,"score_spread":0.3379879485245323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390082469","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9957106,0.00010429293,0.0011435668,0.00054996397,0.0002917519,0.0010976468,0.0000038789385,0.0005792932,0.0005189832],"genre_scores_gemma":[0.997917,0.00001783076,0.0012709922,0.00009785132,0.00010738601,0.00034923118,0.000055350385,0.00003191531,0.00015242762],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978294,0.000078075136,0.00065981364,0.0004169896,0.00040531423,0.00061042956],"domain_scores_gemma":[0.9985728,0.0006545106,0.0002482686,0.0001922749,0.00030714748,0.000024979096],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024629731,0.00015673673,0.00022357392,0.0016792126,0.0003944203,0.00010055027,0.00031556212,0.00020462878,0.000030524956],"category_scores_gemma":[0.0022031902,0.00018750087,0.000032092994,0.0045855083,0.00009641799,0.0005630338,0.000080142614,0.00024287822,0.000016741025],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017155064,0.000029287932,0.5641936,0.00031076488,0.00000833529,0.000014645995,0.21815017,0.00011841915,0.0009339155,0.0033878204,0.00010267678,0.2127332],"study_design_scores_gemma":[0.0017914897,0.000036146113,0.87349236,0.0034785052,0.000006074907,0.0000012038232,0.11637088,0.0018367999,0.0015491014,0.0009912519,0.000054387656,0.00039179245],"about_ca_topic_score_codex":0.00048353284,"about_ca_topic_score_gemma":0.0042607817,"teacher_disagreement_score":0.30929875,"about_ca_system_score_codex":0.00050131336,"about_ca_system_score_gemma":0.0002159315,"threshold_uncertainty_score":0.7646064},"labels":[],"label_agreement":null},{"id":"W4390082470","doi":"10.1093/geroni/igad104.0814","title":"CAREGIVING INTERACTIONS OF FORMAL CAREGIVERS AND PERSONS WITH DEMENTIA: A SYSTEMATIC REVIEW OF MEASURES","year":2023,"lang":"en","type":"review","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dementia; Checklist; Psychology; Clinical psychology; Psychometrics; Psychological intervention; Scale (ratio); MEDLINE; Applied psychology; Gerontology; Medicine; Psychiatry; Disease","score_opus":0.0629714854926399,"score_gpt":0.3842720028714577,"score_spread":0.3213005173788178,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390082470","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00015913612,0.99632645,0.00038691782,0.000062748724,0.000037964342,0.0020348756,0.0000150891465,0.000017387612,0.0009594605],"genre_scores_gemma":[0.0044521764,0.9948557,0.00008233845,0.000023693814,0.000014390999,0.00029098155,0.00007532792,0.00002499263,0.00018037616],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.998032,0.00012613519,0.001022917,0.0001868405,0.0004551475,0.00017701254],"domain_scores_gemma":[0.99832845,0.00016795479,0.00071752246,0.00017622707,0.00058561744,0.000024259902],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011248067,0.00016878614,0.0013557905,0.0011966272,0.000035649064,0.000011692597,0.000073756404,0.00004257994,0.000024152065],"category_scores_gemma":[0.00045861563,0.00012393606,0.000097208955,0.00213138,0.00006228907,0.00013632381,0.00006463088,0.00026328943,0.0000017439568],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000036368713,0.000023140949,0.0005217683,0.9750393,0.00058342813,0.000013688624,0.00038986912,4.60091e-8,0.0000025884558,0.00011852731,0.000047745943,0.023256265],"study_design_scores_gemma":[0.00028799273,0.00007397865,0.00009023192,0.99128664,0.0025060112,0.00006746052,0.002024643,0.000004599463,0.0000061006986,0.0000021134645,0.003554329,0.000095931726],"about_ca_topic_score_codex":0.000046283636,"about_ca_topic_score_gemma":0.000018387233,"teacher_disagreement_score":0.023160333,"about_ca_system_score_codex":0.000098757366,"about_ca_system_score_gemma":0.00028473322,"threshold_uncertainty_score":0.50539654},"labels":[],"label_agreement":null},{"id":"W4390082504","doi":"10.1093/geroni/igad104.1791","title":"ILLUSTRATIONS OF EXTENDED WORKING LIVES: WHAT INSIGHTS DO THE CONCEPTS OF EXCLUSION AND PRECARITY OFFER?","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Precarity; Social exclusion; Situated; Bridging (networking); Sociology; Set (abstract data type); Bridge (graph theory); Epistemology; Political science; Gender studies; Computer science","score_opus":0.10675122580328093,"score_gpt":0.42511077256984425,"score_spread":0.3183595467665633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390082504","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9932888,0.00033037132,0.00008871024,0.0023537828,0.00037111252,0.00039692057,0.0000018266206,0.000040576077,0.003127882],"genre_scores_gemma":[0.9986921,0.00083457463,0.00004053649,0.00012009695,0.0000614777,0.000045358836,0.000010735087,0.0000067342353,0.00018839583],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988243,0.0001716153,0.0005841358,0.00012238172,0.0001565089,0.00014104276],"domain_scores_gemma":[0.99878794,0.0005458322,0.00029524698,0.00012951091,0.00023317977,0.000008279043],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068657164,0.000069958645,0.00015134277,0.00027155655,0.00040348858,0.000010243783,0.000071603914,0.000051560015,0.000021672351],"category_scores_gemma":[0.00015731741,0.000051274146,0.000013057499,0.0015429483,0.00011577664,0.00021736634,0.00012825325,0.00020347814,0.0000021365186],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032039014,0.000039277766,0.6237825,0.00031655424,0.00003612654,0.000001362111,0.2173535,0.00006059419,0.0068839528,0.12295385,0.0005113936,0.028028857],"study_design_scores_gemma":[0.00052754034,0.000023450568,0.8948833,0.0016529603,0.0000082630395,1.3741926e-7,0.08832441,0.0002746054,0.0005504665,0.012805605,0.00086537504,0.00008393082],"about_ca_topic_score_codex":0.00011199526,"about_ca_topic_score_gemma":0.00018281283,"teacher_disagreement_score":0.27110076,"about_ca_system_score_codex":0.000029215262,"about_ca_system_score_gemma":0.000050864644,"threshold_uncertainty_score":0.31033486},"labels":[],"label_agreement":null},{"id":"W4390082654","doi":"10.1093/geroni/igad104.1664","title":"AGE DIFFERENCES IN EVERYDAY DISCRIMINATION AND CORTISOL DYNAMIC RANGE IN DAILY LIFE","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Stress Responses and Cortisol","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Stressor; Psychology; Everyday life; Demography; Ethnic group; Young adult; Medicine; Internal medicine; Gerontology; Developmental psychology; Clinical psychology","score_opus":0.05684478732269578,"score_gpt":0.313961090960598,"score_spread":0.2571163036379022,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390082654","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99847245,0.000032205637,0.00020948837,0.0007191266,0.00014629572,0.00017555797,0.000004246926,0.00004712326,0.0001935096],"genre_scores_gemma":[0.9991608,0.00022997806,0.000015722611,0.00030066725,0.0000095447285,0.000059781265,0.00000718779,0.000008713558,0.00020755292],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988509,0.00009358858,0.00039940534,0.00027413853,0.00018128904,0.00020071935],"domain_scores_gemma":[0.99955285,0.00022865148,0.00009339548,0.00009427587,0.000015716923,0.000015133474],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011669313,0.00008713348,0.00012940314,0.0010880999,0.000039013292,0.000064389205,0.00009960275,0.000039275463,0.000010328004],"category_scores_gemma":[0.00085320073,0.0000877032,0.000007862883,0.0029867333,0.0000464634,0.00024717962,0.000059915827,0.00014890775,0.000007635523],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054679913,0.000039009636,0.8611056,0.00004313338,6.3839025e-7,0.00015741264,0.0033238905,0.00008779648,0.08900554,0.0027164062,0.000019166373,0.043446727],"study_design_scores_gemma":[0.0005147275,0.000018562969,0.97435814,0.00012068203,6.028595e-7,0.0000019180443,0.00060960243,0.022382954,0.00074081763,0.001132781,0.00001806579,0.0001011292],"about_ca_topic_score_codex":0.00018076407,"about_ca_topic_score_gemma":0.00071719097,"teacher_disagreement_score":0.11325255,"about_ca_system_score_codex":0.000053301752,"about_ca_system_score_gemma":0.000026322823,"threshold_uncertainty_score":0.35764328},"labels":[],"label_agreement":null},{"id":"W4390082663","doi":"10.1093/geroni/igad104.1278","title":"MULTI-COMPONENT RELAXOMETRY FOR STUDY OF AGING","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Advanced MRI Techniques and Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Relaxometry; Myelin; T2 relaxation; Component (thermodynamics); Relaxation (psychology); Computer science; Neuroscience; Magnetic resonance imaging; Psychology; Medicine; Radiology; Physics; Central nervous system","score_opus":0.08736329831140983,"score_gpt":0.41777621969422146,"score_spread":0.33041292138281164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390082663","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8348794,0.000008966599,0.16341263,0.00068016583,0.00003450454,0.00074993353,0.0000022609086,0.00014700463,0.00008512704],"genre_scores_gemma":[0.95331085,0.0000052472806,0.046082076,0.00009409017,0.00002836999,0.00024737295,0.000033391025,0.000013044736,0.00018556694],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99929625,0.0000054245197,0.00036695332,0.00013448896,0.00009512792,0.00010177281],"domain_scores_gemma":[0.99952996,0.00005649521,0.00010976425,0.00015683842,0.00013732325,0.000009601402],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032066758,0.000051695275,0.00012104955,0.00064936816,0.000037517588,0.0000032856365,0.000041642597,0.000022126556,0.00000311663],"category_scores_gemma":[0.0000859082,0.00005228816,0.000014293118,0.0025081658,0.000010817002,0.00004248723,0.000027175305,0.00008486764,0.0000022278768],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006354995,0.0023472684,0.42850792,0.00044367832,0.000042313786,0.000017853923,0.00685798,0.0043352423,0.45966902,0.020904297,0.0017113633,0.0750995],"study_design_scores_gemma":[0.010426272,0.00053878955,0.8107486,0.0008635661,0.000053780786,0.000011307158,0.017561669,0.05477339,0.08642974,0.005514991,0.012623603,0.00045431827],"about_ca_topic_score_codex":0.000018223653,"about_ca_topic_score_gemma":0.0000030099459,"teacher_disagreement_score":0.38224065,"about_ca_system_score_codex":0.000041464118,"about_ca_system_score_gemma":0.00001244676,"threshold_uncertainty_score":0.21322493},"labels":[],"label_agreement":null},{"id":"W4390082993","doi":"10.1093/geroni/igad104.0941","title":"ASSESSING THE PSYCHOMETRIC PROPERTIES OF THE GERIATRIC SUICIDE IDEATION SCALE IN MIDDLE-AGED AND OLDER MEN","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University; Western University","funders":"","keywords":"Psychology; Suicidal ideation; Loneliness; Clinical psychology; Context (archaeology); Construct validity; Life satisfaction; Poison control; Suicide prevention; Psychiatry; Gerontology; Psychometrics; Medicine; Social psychology; Medical emergency","score_opus":0.09532232077640333,"score_gpt":0.3536090437416862,"score_spread":0.2582867229652829,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390082993","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9941238,0.00057903735,0.00005969159,0.0016366708,0.00026407256,0.00028859524,6.050019e-7,0.000033018372,0.0030145077],"genre_scores_gemma":[0.99930334,0.000025887259,0.000027231721,0.0002177044,0.000044890283,0.00007065071,0.0000023803527,0.000010986839,0.0002969231],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99884826,0.00016261259,0.000472313,0.00017484406,0.00016456416,0.00017741404],"domain_scores_gemma":[0.9994001,0.00015981589,0.00017835404,0.00018087892,0.000075805765,0.000005084793],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012675462,0.00008527246,0.00013474464,0.0010447158,0.00012308576,0.000049893428,0.0001244806,0.00004513624,0.000015552885],"category_scores_gemma":[0.00020315172,0.000053020918,0.00001669034,0.008578013,0.00006197774,0.00016830907,0.000062326195,0.00017383859,0.000005675854],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000071682416,0.000022019456,0.9759047,0.000031540123,0.000014089067,6.055148e-7,0.011094667,0.000040980456,0.0069847293,0.00056504295,0.0002517701,0.005082692],"study_design_scores_gemma":[0.00046029067,0.0000046081623,0.98474234,0.000055239143,0.0000055476,0.0000015973977,0.012971133,0.00018394954,0.0009831665,0.0005052941,0.000022595435,0.00006422831],"about_ca_topic_score_codex":0.0004794913,"about_ca_topic_score_gemma":0.00008136516,"teacher_disagreement_score":0.008837654,"about_ca_system_score_codex":0.00003519114,"about_ca_system_score_gemma":0.000016374239,"threshold_uncertainty_score":0.41214508},"labels":[],"label_agreement":null},{"id":"W4390083011","doi":"10.1093/geroni/igad104.1781","title":"IMPROVING THE ENGAGEMENT OF RESIDENTS WITH DEMENTIA IN ADVANCE CARE PLANNING DISCUSSIONS IN LONG-TERM CARE","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; University of Regina; McMaster University","funders":"","keywords":"Active listening; Conversation; Thematic analysis; Dementia; Palliative care; Advance care planning; Nursing; Psychology; Long-term care; Participatory action research; Medical education; Medicine; Qualitative research; Disease; Sociology","score_opus":0.07794339630648368,"score_gpt":0.4186690579454147,"score_spread":0.34072566163893103,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390083011","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9973727,0.0014203279,0.00037622423,0.00022208875,0.000060922834,0.00025401614,0.000003399368,0.000015525655,0.00027477933],"genre_scores_gemma":[0.99925125,0.00005619441,0.00047689182,0.000053333642,0.000020380647,0.000033760953,0.00007803198,0.000010110871,0.000020075579],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99906534,0.000044736276,0.00039994132,0.00014130671,0.00020364363,0.00014502821],"domain_scores_gemma":[0.9994777,0.00007966588,0.00014972017,0.00014375738,0.0001403258,0.0000088337565],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029387829,0.000075704986,0.00015365906,0.00055995793,0.000032404725,0.0000057840016,0.00007193509,0.000024696717,0.0000044218204],"category_scores_gemma":[0.00018634346,0.00005195407,0.000011475402,0.0018568882,0.000028260341,0.00009325819,0.000058820428,0.00019351095,6.2845874e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030171008,0.00001040984,0.9452393,0.000489725,0.000009635277,0.00004347834,0.043148447,0.0010303693,0.0031827164,0.000074700176,0.000009143027,0.006731905],"study_design_scores_gemma":[0.0009117382,0.00003045124,0.9334087,0.006386365,0.000009459336,3.6956587e-7,0.05067689,0.00008452676,0.008390578,0.000014116682,0.00003128023,0.000055549048],"about_ca_topic_score_codex":0.00032503178,"about_ca_topic_score_gemma":0.00049194775,"teacher_disagreement_score":0.011830622,"about_ca_system_score_codex":0.00010680095,"about_ca_system_score_gemma":0.00005421363,"threshold_uncertainty_score":0.21186255},"labels":[],"label_agreement":null},{"id":"W4390083043","doi":"10.1093/geroni/igad104.1254","title":"ASSOCIATIONS OF PERCEIVED PHYSICAL AND MENTAL FATIGABILITY WITH COGNITIVE PERFORMANCE","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Digit symbol substitution test; Montreal Cognitive Assessment; California Verbal Learning Test; Psychology; Confidence interval; Cognition; Medicine; Verbal memory; Physical therapy; Psychiatry; Internal medicine; Cognitive impairment","score_opus":0.035997530761540324,"score_gpt":0.3271831192212849,"score_spread":0.29118558845974457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390083043","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99797845,0.0000018731218,0.000026406684,0.0009013581,0.000022687138,0.00021049948,0.000016598487,0.000038625363,0.0008035123],"genre_scores_gemma":[0.99951935,0.000003393011,0.00014592773,0.000079708305,0.000023435234,0.000014730031,0.00012265879,0.0000060531343,0.000084762185],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994463,0.000013812904,0.00018137092,0.0001095448,0.00016104591,0.000087975764],"domain_scores_gemma":[0.99957836,0.00009384702,0.000073699484,0.000054227487,0.00018866755,0.000011175926],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017185594,0.000051001014,0.000119708944,0.00018731174,0.000033177806,0.000004781656,0.000015938032,0.000018797038,0.000007052076],"category_scores_gemma":[0.00020098398,0.00004539842,0.0000069685257,0.001203053,0.000072271294,0.00010249333,0.000016150898,0.00010358697,0.00000456472],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022152444,0.00005610921,0.9747479,0.00007779545,0.000016617027,0.0000013241277,0.009351972,0.000010114686,0.010575702,0.000118035845,0.000044130546,0.004978155],"study_design_scores_gemma":[0.0010868644,0.000076944205,0.98982286,0.00027914485,0.00000773556,0.0000025248728,0.0013517103,0.004559032,0.002691491,0.000071323106,0.000005181953,0.00004518533],"about_ca_topic_score_codex":0.000029053776,"about_ca_topic_score_gemma":0.00000924002,"teacher_disagreement_score":0.01507497,"about_ca_system_score_codex":0.000054205513,"about_ca_system_score_gemma":0.00003334466,"threshold_uncertainty_score":0.18512939},"labels":[],"label_agreement":null},{"id":"W4390083044","doi":"10.1093/geroni/igad104.1478","title":"BIOLOGICAL MARKERS OF FALLS IN OLDER ADULTS WITH MILD COGNITIVE IMPAIRMENT","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; St. Joseph's Hospital; Parkwood Institute","funders":"","keywords":"Medicine; Falls in older adults; Internal medicine; Rate ratio; Gait; Cognition; Cognitive impairment; Confidence interval; Cohort; Poison control; Demography; Injury prevention; Physical therapy; Emergency medicine; Disease; Psychiatry","score_opus":0.04648902712561019,"score_gpt":0.35009445725903116,"score_spread":0.30360543013342095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390083044","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9959755,0.000025984995,0.00010450726,0.0023975216,0.00005528787,0.0005394214,0.000004345253,0.00005141204,0.0008459962],"genre_scores_gemma":[0.9978015,0.00003915148,0.0005464585,0.0013819733,0.000028227365,0.00006369651,0.000086134656,0.000008060477,0.00004484307],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990038,0.00003387538,0.0004529341,0.00016620303,0.00015009881,0.00019307698],"domain_scores_gemma":[0.9995538,0.00009574206,0.000105174724,0.00006234991,0.00015907238,0.000023870909],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005672113,0.00007289693,0.00017597806,0.00087447494,0.000019331857,0.000003772539,0.000026527465,0.000050100472,0.00006152335],"category_scores_gemma":[0.00008178701,0.00006049288,0.0000118793905,0.002656881,0.000044036355,0.00004363322,0.000017169154,0.00018276213,0.000010376388],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008576872,0.00018417642,0.9900136,0.0004007502,0.000008709245,0.000055981807,0.0023343358,0.0000059350914,0.00043642905,0.0005518861,0.00031263777,0.004837895],"study_design_scores_gemma":[0.0055883224,0.0001776177,0.98301345,0.00390471,0.0000024400947,0.000006731933,0.0057798573,0.00038790613,0.0008824896,0.000115183306,0.000069890644,0.00007140713],"about_ca_topic_score_codex":0.000055159213,"about_ca_topic_score_gemma":0.000016019045,"teacher_disagreement_score":0.0070001325,"about_ca_system_score_codex":0.00007293802,"about_ca_system_score_gemma":0.000053174957,"threshold_uncertainty_score":0.2466828},"labels":[],"label_agreement":null},{"id":"W4390083051","doi":"10.1093/geroni/igad104.1031","title":"OVERVIEW OF THE NEBRASKA GERIATRIC BEHAVIORAL HEALTH WORKFORCE SURVEY","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Workforce; Mental health; Quarter (Canadian coin); Reimbursement; Medicine; Census; Gerontology; Geriatrics; Population; Health care; Environmental health; Psychiatry; Geography","score_opus":0.19926962003164247,"score_gpt":0.46075086044754104,"score_spread":0.2614812404158986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390083051","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9833871,0.00021244981,0.000023013941,0.014440663,0.00075484125,0.00020463583,0.000009228555,0.000041599553,0.00092643284],"genre_scores_gemma":[0.9966056,0.00021834843,0.000028336934,0.0023126064,0.00006423468,0.0000083789955,0.000012298047,0.0000051760394,0.00074502925],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986769,0.00029609617,0.0004224394,0.00008668935,0.00024688282,0.00027098358],"domain_scores_gemma":[0.9994293,0.0001628883,0.00018944571,0.00010718793,0.00008932792,0.000021854948],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003602392,0.000042126285,0.000115458926,0.00018843562,0.00025291776,0.00002447654,0.00015322887,0.000034581928,0.000035820776],"category_scores_gemma":[0.00024561008,0.000035810746,0.000019272928,0.0063434374,0.00004684358,0.000098885626,0.000039711984,0.00010063239,0.0000065780105],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[8.605109e-7,0.000008226918,0.92994046,0.00004906014,5.4210216e-7,1.6331424e-7,0.005441557,0.000017856364,8.415268e-7,0.05007324,0.0023074446,0.012159719],"study_design_scores_gemma":[0.000078405836,0.000002647896,0.98592633,0.000088725385,4.332839e-7,3.6953868e-8,0.002086356,0.000014898599,0.0000033092974,0.00070477993,0.011057183,0.000036902642],"about_ca_topic_score_codex":0.062072597,"about_ca_topic_score_gemma":0.022432407,"teacher_disagreement_score":0.055985834,"about_ca_system_score_codex":0.00012232711,"about_ca_system_score_gemma":0.00042008932,"threshold_uncertainty_score":0.9954057},"labels":[],"label_agreement":null},{"id":"W4390083119","doi":"10.1093/geroni/igad104.1393","title":"RACIAL DIFFERENCES IN LONGITUDINAL TRAJECTORIES OF SOCIAL ISOLATION AND LONELINESS","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Loneliness; Social isolation; Psychology; Gerontology; Operationalization; Longitudinal study; Psychological intervention; Health and Retirement Study; Isolation (microbiology); Demography; Medicine; Social psychology; Sociology; Psychiatry","score_opus":0.07876301316438039,"score_gpt":0.38520535517820564,"score_spread":0.30644234201382525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390083119","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99444765,0.000015679403,0.00015134328,0.0044815443,0.00026207097,0.00007967409,0.0000021229691,0.000023585882,0.0005363551],"genre_scores_gemma":[0.9996098,0.000022508531,0.00003498175,0.000084556465,0.0001580126,0.000008217646,0.0000056234853,0.0000025627303,0.00007371245],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992058,0.00006120204,0.00032405672,0.000086999076,0.0001576828,0.00016422344],"domain_scores_gemma":[0.9996684,0.00013797567,0.00008656926,0.000020995267,0.000076561235,0.000009480116],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008796381,0.00003999864,0.000115926334,0.00034337025,0.0001550893,0.000026565025,0.000043474665,0.000049280967,0.000019127738],"category_scores_gemma":[0.00031177484,0.000042330365,0.0000072551393,0.0020141602,0.00008574741,0.00018523002,0.000014415399,0.000071962255,9.3221666e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000050679596,0.0000057896364,0.88505226,0.00004239621,7.9677443e-7,7.047193e-7,0.029878251,0.0000034123623,0.000015643027,0.08199861,0.000030143136,0.0029669167],"study_design_scores_gemma":[0.00015695009,0.0000031610987,0.9862971,0.0000347738,5.9597534e-7,3.5738275e-8,0.00990164,0.00018364615,0.000011169213,0.0031399834,0.00022726675,0.000043706612],"about_ca_topic_score_codex":0.0037124339,"about_ca_topic_score_gemma":0.008121108,"teacher_disagreement_score":0.1012448,"about_ca_system_score_codex":0.000043069263,"about_ca_system_score_gemma":0.00008925033,"threshold_uncertainty_score":0.5612114},"labels":[],"label_agreement":null},{"id":"W4390083128","doi":"10.1093/geroni/igad104.1304","title":"THE IMPORTANCE OF PERSONALITY TRAITS FOR COGNITIVE HEALTHSPAN","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Personality Traits and Psychology","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria; University of Regina","funders":"","keywords":"Conscientiousness; Neuroticism; Big Five personality traits; Dementia; Extraversion and introversion; Psychology; Personality; Cognitive decline; Clinical psychology; Cognition; Gerontology; Proportional hazards model; Demography; Medicine; Psychiatry; Internal medicine; Disease","score_opus":0.11489072572743371,"score_gpt":0.43494683650931626,"score_spread":0.32005611078188256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390083128","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9796913,0.000095398784,0.00088229997,0.010925581,0.0004466339,0.00030618234,0.000080107784,0.00004297935,0.007529511],"genre_scores_gemma":[0.9965423,0.0000047698722,0.00005712443,0.0023194742,0.00010674018,0.0001399447,0.000053395324,0.0000104952305,0.00076580123],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9988725,0.000080125144,0.0004733271,0.00020669789,0.00009992958,0.0002674067],"domain_scores_gemma":[0.9988805,0.00063212006,0.00020219901,0.00009585283,0.00017539012,0.000013922162],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017277277,0.00007115088,0.0001260751,0.00017400409,0.00010997302,0.000009353222,0.00010699357,0.000060275415,0.000087385844],"category_scores_gemma":[0.0001924697,0.000060082348,0.000031088024,0.0014551957,0.00010553578,0.00003877613,0.000009593545,0.00013319805,0.000015022278],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028110485,0.00010897082,0.3556197,0.00008194532,0.00007864454,0.000005570471,0.022847291,0.0000033770284,0.00055454107,0.5075852,0.012248015,0.10058557],"study_design_scores_gemma":[0.000881835,0.00004318224,0.971947,0.00003161741,0.0000032570306,0.0000033439974,0.00463302,0.00005369175,0.000029048182,0.01020043,0.01209952,0.00007402252],"about_ca_topic_score_codex":0.00007303001,"about_ca_topic_score_gemma":0.00021047969,"teacher_disagreement_score":0.61632735,"about_ca_system_score_codex":0.000019182105,"about_ca_system_score_gemma":0.0000367514,"threshold_uncertainty_score":0.2450087},"labels":[],"label_agreement":null},{"id":"W4390083284","doi":"10.1093/geroni/igad104.2927","title":"ASSOCIATIONS BETWEEN GAIT MEASURES AND QUADRICEPS MUSCLE THICKNESS AS MEASURED BY POINT-OF-CARE ULTRASOUND","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Medicine; Gait; Sarcopenia; Thigh; Ambulatory; Ultrasound; Univariate analysis; Physical medicine and rehabilitation; Gait analysis; Physical therapy; Multivariate analysis; Internal medicine; Surgery","score_opus":0.049915721015238515,"score_gpt":0.3702419676837796,"score_spread":0.3203262466685411,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390083284","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9928024,0.00017220771,0.0010416273,0.0010471474,0.00039579216,0.0004878388,0.00014030242,0.00018334457,0.0037293648],"genre_scores_gemma":[0.99810374,0.0000635379,0.00015207243,0.00029685476,0.00014219304,0.00006813649,0.0008002623,0.000024006831,0.00034920344],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99777836,0.000402217,0.0008679937,0.00025027603,0.0003745715,0.0003265707],"domain_scores_gemma":[0.9979863,0.0007223917,0.00048596947,0.00017728681,0.0005947559,0.000033302804],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023502773,0.0001241525,0.00027948577,0.0004567066,0.00042550042,0.000018937752,0.00011571629,0.00021386286,0.000013326201],"category_scores_gemma":[0.0012600266,0.00013377509,0.000028969302,0.0023750823,0.00004035977,0.00025794134,0.000048828922,0.0004786705,0.00006143479],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007010898,0.00004989813,0.9042451,0.000245236,0.00003564437,8.258014e-7,0.016774027,0.0000023598416,0.060997374,0.004802916,0.0056893225,0.007150309],"study_design_scores_gemma":[0.0007004198,0.000012688716,0.9832401,0.00031813295,0.000015559495,2.17138e-7,0.007717816,0.000015419033,0.00008927675,0.0052560824,0.0024968893,0.00013737024],"about_ca_topic_score_codex":0.0005480473,"about_ca_topic_score_gemma":0.00022243787,"teacher_disagreement_score":0.07899505,"about_ca_system_score_codex":0.00016072937,"about_ca_system_score_gemma":0.00013420645,"threshold_uncertainty_score":0.545519},"labels":[],"label_agreement":null},{"id":"W4390083287","doi":"10.1093/geroni/igad104.1305","title":"DAILY STRESS AND SAME-DAY SUBJECTIVE MEMORY: AGE DIFFERENCES AND PHYSICAL ACTIVITY AS A BUFFER","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Stressor; Psychology; Physical activity; Stress (linguistics); Multilevel model; Demography; Developmental psychology; Gerontology; Medicine; Clinical psychology; Physical therapy","score_opus":0.06862463289640096,"score_gpt":0.3996517429361127,"score_spread":0.33102711003971175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390083287","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9929973,0.00003079134,0.00011494552,0.0014597957,0.00015339603,0.00012525497,0.000005484338,0.000081643964,0.0050313934],"genre_scores_gemma":[0.99746156,0.0000027648568,0.000010770677,0.00008666792,0.00007767045,0.000048981718,0.0000070261194,0.000009610421,0.0022949276],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989919,0.0001959779,0.00011135474,0.00031905103,0.00012614051,0.00025556478],"domain_scores_gemma":[0.9993393,0.00040429513,0.000051798885,0.00013028823,0.000049793525,0.000024521594],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045857465,0.000099535544,0.00017520816,0.00037525053,0.00009814603,0.00004395892,0.00007043193,0.00006877916,0.000028364782],"category_scores_gemma":[0.00014186678,0.000091573194,0.000009115902,0.0009431149,0.00018450888,0.000104040235,0.000079664314,0.0003155843,0.000032274922],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007264751,0.00012607929,0.8475362,0.000040789397,0.000058593614,0.00012821761,0.055190578,0.0000014849345,0.0012801695,0.014265851,0.0003901797,0.08090919],"study_design_scores_gemma":[0.0004559586,0.00003978583,0.98823273,0.000035057412,0.0000033331626,0.000005271264,0.006448068,0.00036290922,0.00032721733,0.003963503,0.000025478159,0.000100687634],"about_ca_topic_score_codex":0.0007735942,"about_ca_topic_score_gemma":0.00013332874,"teacher_disagreement_score":0.14069651,"about_ca_system_score_codex":0.00002140636,"about_ca_system_score_gemma":0.000018400118,"threshold_uncertainty_score":0.37342465},"labels":[],"label_agreement":null},{"id":"W4390083290","doi":"10.1093/geroni/igad104.1508","title":"PUBLIC SECTOR INVOLVEMENT IN AGE-FRIENDLY CITIES AND COMMUNITIES: A SCOPING REVIEW","year":2023,"lang":"en","type":"review","venue":"Innovation in Aging","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Trent University","funders":"","keywords":"Grassroots; Public sector; Public relations; Government (linguistics); Political science; Private sector; Commit; Best practice; Public administration; Public policy; Variety (cybernetics); Theme (computing); Business; Politics","score_opus":0.26019823672883324,"score_gpt":0.41446532901278565,"score_spread":0.1542670922839524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390083290","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00025810872,0.9957137,0.000030638916,0.00052631984,0.00028711415,0.0013695561,0.000006865278,0.00010330962,0.0017043827],"genre_scores_gemma":[0.00022000959,0.9980844,0.00006813613,0.0003305893,0.00019340953,0.00053845166,0.00010869361,0.000027413807,0.00042888513],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99721056,0.00059517974,0.0012350677,0.00024079032,0.0003578381,0.00036057943],"domain_scores_gemma":[0.99858415,0.0004825702,0.0005256899,0.00020429523,0.00017661748,0.000026678108],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035682688,0.0002404826,0.0009736503,0.001328023,0.000438146,0.00022453141,0.00026829288,0.000112417074,0.000051927775],"category_scores_gemma":[0.00058447896,0.00023914101,0.000056455418,0.0042369687,0.00021003604,0.0003292861,0.00015748122,0.0003897883,0.000008600368],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[4.8766765e-7,0.00003992929,0.0019512286,0.2352917,0.00008372796,0.000025058094,0.42245036,4.7120855e-7,2.59379e-8,0.06387763,0.0038003393,0.27247903],"study_design_scores_gemma":[0.000103619735,0.0000063832204,0.000096735384,0.45483142,0.000028882721,5.498368e-7,0.0068841963,0.0000015764058,1.6119534e-8,0.0012270511,0.5365297,0.000289826],"about_ca_topic_score_codex":0.01685574,"about_ca_topic_score_gemma":0.18746814,"teacher_disagreement_score":0.5327294,"about_ca_system_score_codex":0.00031451185,"about_ca_system_score_gemma":0.00066469796,"threshold_uncertainty_score":0.9896911},"labels":[],"label_agreement":null},{"id":"W4390083316","doi":"10.1093/geroni/igad104.0926","title":"POSITIVE EVENT DIVERSITY AND AGE: TESTING CURVILINEAR ASSOCIATIONS","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Psychological Well-being and Life Satisfaction","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Moderation; Demography; Psychology; Affect (linguistics); Coping (psychology); Developmental psychology; Clinical psychology; Social psychology","score_opus":0.08336150168322642,"score_gpt":0.36892110615742985,"score_spread":0.2855596044742034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390083316","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9768311,0.0000093944545,0.00072252983,0.0009721014,0.00048637373,0.000099694946,0.000008794213,0.00017646687,0.02069357],"genre_scores_gemma":[0.998622,0.0000020902216,0.00018647432,0.00046450293,0.00009093587,0.000009751927,0.00004651273,0.000006178831,0.0005715499],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991606,0.00009402907,0.00024563697,0.00021071687,0.00011265575,0.00017637432],"domain_scores_gemma":[0.9993817,0.00031874483,0.00011492724,0.0000832881,0.0000845289,0.000016804084],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00071408186,0.00006753978,0.000090360234,0.00034220133,0.0003649227,0.000019157016,0.000050489376,0.000070460075,0.000043495213],"category_scores_gemma":[0.00045620484,0.00007295498,0.000011372387,0.0021848097,0.000027467548,0.000081316575,0.00011988555,0.00020748707,0.00009006495],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000539525,0.00003036049,0.95958847,0.0000033078427,0.000016403039,0.000029704794,0.005548136,0.00008216884,0.0004753408,0.015248483,0.00084768893,0.018124536],"study_design_scores_gemma":[0.00030263804,0.000018401786,0.9918876,0.000023623603,0.0000035107482,0.0000026172013,0.0005846104,0.00036301426,0.000017760083,0.006476819,0.00023959726,0.000079803554],"about_ca_topic_score_codex":0.00054909196,"about_ca_topic_score_gemma":0.000017718681,"teacher_disagreement_score":0.032299127,"about_ca_system_score_codex":0.00006122261,"about_ca_system_score_gemma":0.0000052238297,"threshold_uncertainty_score":0.29750177},"labels":[],"label_agreement":null},{"id":"W4390083332","doi":"10.1093/geroni/igad104.1571","title":"A RESEARCHER–PRACTITIONER COLLABORATION ON MEASURING SUCCESS IN ELDER MISTREATMENT INTERVENTION","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Dyad; Alliance; Psychology; Intervention (counseling); Context (archaeology); Honesty; Presentation (obstetrics); Elder abuse; Social work; Openness to experience; Applied psychology; Medical education; Nursing; Social psychology; Medicine; Poison control; Human factors and ergonomics","score_opus":0.10222305699437963,"score_gpt":0.4205696827030418,"score_spread":0.3183466257086622,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390083332","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98438877,0.000030939496,0.00007827006,0.0036265722,0.00015248018,0.00022530336,0.0000011359999,0.000078984966,0.011417572],"genre_scores_gemma":[0.99881464,0.00012212901,0.00003858694,0.00009090143,0.00006282705,0.00008911346,0.00003107493,0.000007040561,0.00074368686],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99879384,0.00023633016,0.0002839358,0.00016676408,0.00031871523,0.00020041781],"domain_scores_gemma":[0.99954355,0.00010634335,0.0000788715,0.00008021803,0.00017574239,0.000015263073],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016829831,0.00005559518,0.000066907545,0.0008779576,0.00015632388,0.000085109925,0.00007659468,0.000053181175,0.00009078474],"category_scores_gemma":[0.00045153312,0.000062013474,0.000013585223,0.0055527748,0.0000285424,0.00040933423,0.000015802478,0.00014373631,0.000050449613],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025536644,0.0010218308,0.5020605,0.00014913728,0.000059170598,0.00019126963,0.17037532,0.0017757849,0.011519869,0.12446384,0.004897343,0.18323062],"study_design_scores_gemma":[0.005690167,0.00029249754,0.7880101,0.005443381,0.000014423003,0.0000015722559,0.08444285,0.0015839409,0.042474333,0.04521015,0.02589705,0.00093950744],"about_ca_topic_score_codex":0.003318344,"about_ca_topic_score_gemma":0.016022831,"teacher_disagreement_score":0.28594968,"about_ca_system_score_codex":0.00038806163,"about_ca_system_score_gemma":0.00009317879,"threshold_uncertainty_score":0.8941116},"labels":[],"label_agreement":null},{"id":"W4390083445","doi":"10.1093/geroni/igad104.1059","title":"SOLITUDE LINKS WITH INDIVIDUAL AND RELATIONAL WELL-BEING: EVIDENCE FROM DYADIC DAILY LIFE ASSESSMENTS","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University; University of British Columbia","funders":"","keywords":"Solitude; Affect (linguistics); Psychology; Loneliness; Multilevel model; Well-being; Social connectedness; Developmental psychology; Social psychology; Psychotherapist","score_opus":0.09025169154528295,"score_gpt":0.3981886464253626,"score_spread":0.30793695488007966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390083445","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9748087,0.00006874788,0.0007173187,0.019845296,0.0002419649,0.00014354638,0.0000037382085,0.000082823484,0.004087884],"genre_scores_gemma":[0.9944031,0.000084310035,0.0011109373,0.0037756772,0.0002041539,0.000019686244,0.00003999406,0.0000074512463,0.00035464193],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99863464,0.00009905198,0.00033125113,0.00019245181,0.0004739021,0.00026868],"domain_scores_gemma":[0.99902385,0.0006270655,0.00011831625,0.00007462311,0.00009659253,0.000059552956],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015103429,0.00006812729,0.000104686114,0.00027184485,0.00035656674,0.00013515406,0.0001061026,0.000101711295,0.00011320114],"category_scores_gemma":[0.00062293716,0.0000672288,0.0000072648922,0.001532761,0.00008296838,0.0005289908,0.000048422597,0.00027954817,0.000022750055],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004714114,0.0000053604695,0.9322591,0.000018065253,0.000007983988,0.0000038879266,0.00994067,0.00005824444,0.0000038678986,0.055680536,0.00090049906,0.001117079],"study_design_scores_gemma":[0.00022469285,0.0000074426102,0.9847405,0.0002839346,0.000003733789,1.3695966e-7,0.005161172,0.00036773743,0.000003976395,0.004600645,0.0045179725,0.000088075736],"about_ca_topic_score_codex":0.0041562608,"about_ca_topic_score_gemma":0.00091147353,"teacher_disagreement_score":0.05248139,"about_ca_system_score_codex":0.000085167296,"about_ca_system_score_gemma":0.00041120715,"threshold_uncertainty_score":0.6283051},"labels":[],"label_agreement":null},{"id":"W4390083449","doi":"10.1093/geroni/igad104.0878","title":"CONSTRUCT VALIDITY OF FRABONI SCALE OF AGEISM IN A CHINESE-MAJORITY SAMPLE FROM SINGAPORE","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Confirmatory factor analysis; Scale (ratio); Psychology; Construct validity; Exploratory factor analysis; Goodness of fit; Sample (material); Construct (python library); Test (biology); Population; Statistics; Social psychology; Mathematics; Psychometrics; Clinical psychology; Demography; Structural equation modeling; Geography; Computer science; Cartography; Sociology","score_opus":0.08338141512245657,"score_gpt":0.4091494279671564,"score_spread":0.32576801284469986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390083449","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9951399,0.00003056108,0.001201431,0.00048688072,0.00036019113,0.000114920564,0.00005983843,0.000044103188,0.0025622048],"genre_scores_gemma":[0.9987415,0.0000012457288,0.000948811,0.00004590424,0.000044126387,0.000015090867,0.000104435196,0.0000093252875,0.000089536974],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99854374,0.0001946967,0.0006095752,0.00024017364,0.00017482287,0.00023701263],"domain_scores_gemma":[0.998718,0.0006774879,0.00019243937,0.00026481337,0.00013306482,0.000014169417],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012268784,0.00008796393,0.0002787655,0.0008029175,0.00003055326,0.0000058726614,0.00015782639,0.000118736876,0.00022692962],"category_scores_gemma":[0.0005165653,0.00009024412,0.000024466535,0.0030686692,0.00017555426,0.00006380927,0.00006479755,0.0003222395,0.000015999802],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024334204,0.000057155117,0.9835156,0.00002480963,0.000012027106,0.000012235565,0.005875297,0.00001852081,0.0014256419,0.0031192682,0.00025231487,0.0056627495],"study_design_scores_gemma":[0.00077991583,0.000016895507,0.9727549,0.000069375834,0.0000018756969,0.0000016769671,0.0017486583,0.0005196521,0.0007557227,0.023207322,0.00006781933,0.00007617328],"about_ca_topic_score_codex":0.0072332574,"about_ca_topic_score_gemma":0.0006307958,"teacher_disagreement_score":0.020088052,"about_ca_system_score_codex":0.00003286167,"about_ca_system_score_gemma":0.000050617313,"threshold_uncertainty_score":0.99937767},"labels":[],"label_agreement":null},{"id":"W4390083474","doi":"10.1093/geroni/igad104.2457","title":"FEASIBILITY OF HIGH-INTENSITY FUNCTIONAL STRENGTH TRAINING AT HOME FOR POSTINJURY OLDER ADULTS","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Sports injuries and prevention","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Physical therapy; Randomized controlled trial; Population; Intervention (counseling); Physical medicine and rehabilitation; Adverse effect; Nursing","score_opus":0.05081147974760876,"score_gpt":0.32202439442928693,"score_spread":0.2712129146816782,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390083474","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969833,0.000009286531,0.00086954824,0.00092721253,0.00059905264,0.00037910262,0.000030743497,0.00007326244,0.00012849885],"genre_scores_gemma":[0.9977145,0.0000020610003,0.00071882555,0.0001989437,0.00014685038,0.000023467232,0.00073890167,0.000011377881,0.00044505586],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989797,0.0000097222855,0.0004853693,0.00020306333,0.00017523505,0.0001469123],"domain_scores_gemma":[0.99919224,0.00007783988,0.00017349824,0.00013908057,0.00039984687,0.000017488615],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00070350926,0.00007567404,0.0002018954,0.00035052365,0.00005519128,0.000004458411,0.00002559139,0.00005500451,0.00015729123],"category_scores_gemma":[0.000266644,0.0000757023,0.000043577726,0.0010262021,0.00003162273,0.000072241506,0.000028122804,0.000095214105,0.0000038349003],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019806174,0.00014007879,0.9275283,0.00047304225,0.00004326884,0.000007643979,0.0026074839,0.0000611642,0.004666524,0.0053548277,0.00451113,0.05262587],"study_design_scores_gemma":[0.0018312609,0.00006494605,0.99259824,0.00030979357,0.000012959844,0.00000698749,0.0008443283,0.0005581254,0.0018166403,0.0016557428,0.0002280742,0.000072915595],"about_ca_topic_score_codex":0.000049868337,"about_ca_topic_score_gemma":0.000017012522,"teacher_disagreement_score":0.06506988,"about_ca_system_score_codex":0.000094447234,"about_ca_system_score_gemma":0.00005110249,"threshold_uncertainty_score":0.308705},"labels":[],"label_agreement":null},{"id":"W4390083507","doi":"10.1093/geroni/igad104.3286","title":"DO OLDER ADULTS BELIEVE THEY ARE AGING SUCCESSFULLY IN THE CIRCUMPOLAR NORTH?","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Successful aging; Gerontology; Healthy aging; Perception; Circumpolar star; Scale (ratio); Psychology; Medicine; Psychological intervention; Demography; Psychiatry; Geography","score_opus":0.04697582701909494,"score_gpt":0.37372611442484616,"score_spread":0.32675028740575124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390083507","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9867071,0.00016419396,0.0001318916,0.0075252554,0.00041499027,0.00028928564,0.0000052375067,0.00011898544,0.004643045],"genre_scores_gemma":[0.99817455,0.0000047512376,0.00001701448,0.0010561164,0.00014537432,0.0001435358,0.000051908657,0.00002213829,0.00038462965],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979008,0.00032839383,0.00050165766,0.0004119827,0.00030032572,0.00055685564],"domain_scores_gemma":[0.99890643,0.0003390361,0.00014997591,0.00043786407,0.00014844169,0.000018230012],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020421338,0.00014203292,0.00017498685,0.0010891622,0.00014786703,0.00006967515,0.00044557053,0.00010793559,0.000114817645],"category_scores_gemma":[0.00019599091,0.0001195367,0.000025225967,0.0037478833,0.00006291758,0.00014538673,0.00007839974,0.0007120401,0.00032364452],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017559392,0.00005122593,0.9205657,0.00002917147,0.000012711607,0.0001641965,0.059426248,0.000037386595,0.000011496955,0.0044484795,0.0019153123,0.013320478],"study_design_scores_gemma":[0.00080140727,0.000008666885,0.9675059,0.0001709257,0.000001972561,0.000015307547,0.029603058,0.00015176323,0.000008785806,0.00093507685,0.00065984775,0.0001373085],"about_ca_topic_score_codex":0.0008479774,"about_ca_topic_score_gemma":0.0014386976,"teacher_disagreement_score":0.046940144,"about_ca_system_score_codex":0.000060598257,"about_ca_system_score_gemma":0.000035766217,"threshold_uncertainty_score":0.4874565},"labels":[],"label_agreement":null},{"id":"W4390083510","doi":"10.1093/geroni/igad104.2745","title":"DEVELOPMENT AND EVALUATION OF COGNITIVE IMPAIRMENT SCREENING TOOL BASED ON EYE-TRACKING TECHNOLOGY","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Retinal Imaging and Analysis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cognition; Set (abstract data type); Demographics; Decision tree; Cognitive impairment; Test (biology); Psychology; Medicine; Artificial intelligence; Computer science; Psychiatry","score_opus":0.05728315986474922,"score_gpt":0.38133109854645664,"score_spread":0.32404793868170745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390083510","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99417406,0.0000131969755,0.003763854,0.0015152725,0.000017288614,0.00017588738,4.7082273e-7,0.00005589564,0.00028405205],"genre_scores_gemma":[0.99589044,0.0000012504213,0.0038114642,0.00016898963,0.000012446481,0.000032190746,0.00005350313,0.0000070516153,0.000022685603],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99903315,0.00002675488,0.00034044505,0.00015127263,0.00034109486,0.00010728438],"domain_scores_gemma":[0.9993036,0.00006158995,0.00012193477,0.00006604464,0.000438825,0.000008022573],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016912699,0.000063786996,0.00012667658,0.0016257138,0.000042854324,0.00000992034,0.000019484707,0.000031620664,0.000010202956],"category_scores_gemma":[0.0005284235,0.000061943305,0.000011163296,0.0027661556,0.000028618744,0.00004337841,0.0000162696,0.000107105356,0.0000033061835],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040135932,0.000053918608,0.57718825,0.00006848428,0.000035079338,0.0000100475945,0.0011042528,0.0014860476,0.009245992,0.00017139061,0.000012667299,0.41058376],"study_design_scores_gemma":[0.0017709468,0.00004720332,0.7085671,0.002155492,0.000060206745,0.0000022512722,0.0029844567,0.24347433,0.040669758,0.00013025367,0.000044481167,0.000093556766],"about_ca_topic_score_codex":0.0000052198734,"about_ca_topic_score_gemma":8.659754e-7,"teacher_disagreement_score":0.41049019,"about_ca_system_score_codex":0.000063514635,"about_ca_system_score_gemma":0.000077516386,"threshold_uncertainty_score":0.25259745},"labels":[],"label_agreement":null},{"id":"W4390083512","doi":"10.1093/geroni/igad104.2449","title":"THE MEDIATING ROLE OF PAIN SEVERITY IN THE ASSOCIATION BETWEEN DEPRESSIVE SYMPTOMS AND GAIT SPEED","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Osteoarthritis; Medicine; WOMAC; Physical therapy; Depression (economics); Gait; Knee pain; Preferred walking speed; Mediation; Physical medicine and rehabilitation; Depressive symptoms; Psychiatry; Cognition","score_opus":0.013369759083687795,"score_gpt":0.2701098936764789,"score_spread":0.2567401345927911,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390083512","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9976502,0.00006923645,0.000011374951,0.0014135661,0.000041778036,0.0002573428,0.000004366018,0.000020911104,0.0005312422],"genre_scores_gemma":[0.9996051,0.000015442498,0.000031363725,0.00013125989,0.000072829826,0.00001854796,0.00006780693,0.0000055386136,0.00005211779],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99916846,0.000118322685,0.000285088,0.00008819806,0.00020966877,0.00013027606],"domain_scores_gemma":[0.9989827,0.0006940925,0.00016579781,0.000079465106,0.000070466005,0.000007449245],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002228402,0.00005279414,0.0001086348,0.00016239972,0.000068864094,0.000018526454,0.000040621955,0.000045252113,0.0000013743904],"category_scores_gemma":[0.0007884085,0.00003615752,0.000010931622,0.0010380935,0.000013485053,0.00006168981,0.000021070548,0.00012598338,0.0000016595169],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000047743792,0.0000075503945,0.91523236,0.000010286528,0.00001010141,0.0000033217666,0.0027122456,0.0000025900797,0.0050708614,0.0009446896,0.00001856601,0.07598264],"study_design_scores_gemma":[0.0014096241,0.00007763442,0.9828607,0.00016836454,0.000018255052,0.0000012783833,0.0034572692,0.0007464143,0.00643221,0.0045097256,0.00026354118,0.000054998938],"about_ca_topic_score_codex":0.000043790453,"about_ca_topic_score_gemma":0.000041103318,"teacher_disagreement_score":0.075927645,"about_ca_system_score_codex":0.000062224295,"about_ca_system_score_gemma":0.000020489215,"threshold_uncertainty_score":0.14744608},"labels":[],"label_agreement":null},{"id":"W4390083546","doi":"10.1093/geroni/igad104.1991","title":"SOCIAL PRESCRIBING FOR THE ARTS: LESSONS FROM ABROAD FOR THE HEALTH CARE OF OLDER AMERICANS","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Art Therapy and Mental Health","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"The arts; Disadvantaged; Context (archaeology); Health care; Public relations; Medicine; Psychology; Political science","score_opus":0.14585428515141727,"score_gpt":0.40986630668695784,"score_spread":0.2640120215355406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390083546","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6673429,0.0022480842,0.039824642,0.27418658,0.00374093,0.006549809,0.002017949,0.00032990696,0.0037592119],"genre_scores_gemma":[0.99576783,0.000025127905,0.00010443291,0.0027287938,0.00055481185,0.00025148835,0.00016585333,0.000012838537,0.00038879435],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.999361,0.000016912314,0.00027945198,0.000093551374,0.00008362692,0.00016545705],"domain_scores_gemma":[0.99931556,0.0003384369,0.0001632987,0.00007874864,0.00009799456,0.0000059530507],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034497687,0.000056043173,0.00009689478,0.000075260345,0.0008667768,0.000031331463,0.00009197354,0.000012279692,0.000029666322],"category_scores_gemma":[0.00001539815,0.00003669423,0.000031493542,0.00016686565,0.00008446688,0.00006605421,0.000016627138,0.000066916306,0.0000011684397],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036881287,0.000015589736,0.00024931497,0.00008387567,0.000026787699,4.583166e-8,0.48569596,0.000034959543,0.0000448794,0.36039105,0.01974434,0.13367632],"study_design_scores_gemma":[0.0007866503,0.000069906666,0.003676023,0.000117792704,0.000010124256,6.592015e-8,0.30475938,0.001314428,0.00022674851,0.006349871,0.6825887,0.00010028397],"about_ca_topic_score_codex":0.0016343412,"about_ca_topic_score_gemma":0.001875224,"teacher_disagreement_score":0.66284436,"about_ca_system_score_codex":0.000054251643,"about_ca_system_score_gemma":0.00006437967,"threshold_uncertainty_score":0.66666335},"labels":[],"label_agreement":null},{"id":"W4390083557","doi":"10.1093/geroni/igad104.3385","title":"HEALTHCARE WORKERS’ PERSPECTIVES ON AI-ENABLED ROBOTS USE IN LONG-TERM CARE: A SCOPING REVIEW","year":2023,"lang":"en","type":"review","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Workload; Robot; General partnership; Health care; Nursing; Knowledge management; Resource (disambiguation); Long-term care; Psychology; Medicine; Computer science; Business; Artificial intelligence; Political science","score_opus":0.19083355668591986,"score_gpt":0.5135242574048989,"score_spread":0.3226907007189791,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390083557","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00015986663,0.99029905,0.00003560334,0.0016297469,0.0017753297,0.005713646,0.000017424058,0.00021006251,0.00015928873],"genre_scores_gemma":[0.000105585044,0.9961195,0.00007224924,0.0008989938,0.00044079137,0.0012560751,0.00054441893,0.00013019721,0.0004321839],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.993946,0.0012691502,0.0027001635,0.0008680954,0.00040744993,0.00080915145],"domain_scores_gemma":[0.9964081,0.0010642083,0.0012151414,0.00065363327,0.00059832155,0.000060619088],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001766645,0.00050393277,0.0021838308,0.002697542,0.00033516152,0.000054831093,0.00029090294,0.00052309426,0.00006482036],"category_scores_gemma":[0.0011364527,0.00047619527,0.00018263278,0.0093133785,0.000033909706,0.0002560732,0.00014476944,0.0024655857,0.000188271],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013264941,0.000039526796,0.008131055,0.65901196,0.000035423,0.00009442671,0.012286197,0.000004424761,4.1972125e-8,0.00062884844,0.0030213408,0.31673348],"study_design_scores_gemma":[0.00039076695,0.000026214178,0.002372415,0.9810555,0.00007146376,0.000002856711,0.004886311,4.4111707e-7,3.116811e-8,0.000026440242,0.0107581075,0.0004094584],"about_ca_topic_score_codex":0.0011472179,"about_ca_topic_score_gemma":0.0020489728,"teacher_disagreement_score":0.3220435,"about_ca_system_score_codex":0.0025587517,"about_ca_system_score_gemma":0.0022355542,"threshold_uncertainty_score":0.9998358},"labels":[],"label_agreement":null},{"id":"W4390083572","doi":"10.1093/geroni/igad104.3791","title":"NATURAL ENVIRONMENTS’ INFLUENCE ON RESPONSIVE BEHAVIOUR, WORK-RELATED STRESS, BURNOUT, AND TURNOVER INTENTION","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; University of Toronto","funders":"","keywords":"Burnout; Debriefing; Long-term care; Psychology; Health care; Gerontology; Population; Nursing; Applied psychology; Medicine; Environmental health; Clinical psychology; Social psychology","score_opus":0.013098010409112166,"score_gpt":0.2608240871826528,"score_spread":0.24772607677354067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390083572","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9979152,0.000020353917,0.000017782204,0.0013863577,0.00011962686,0.00017254883,0.000002982887,0.000047351205,0.00031778886],"genre_scores_gemma":[0.9977372,0.000018829458,0.00005005897,0.00043597602,0.000010287228,0.000014261658,0.00003702147,0.000011292345,0.0016850347],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998869,0.000044140277,0.0003107636,0.00027597073,0.00026190144,0.00023824614],"domain_scores_gemma":[0.99964416,0.0000491019,0.00012851694,0.00014269288,0.000007651911,0.000027862698],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039877289,0.00010690367,0.000089957925,0.00027448233,0.00010182786,0.000035360077,0.00008534041,0.0000625791,0.00014309787],"category_scores_gemma":[0.00007125104,0.00010602415,0.000011874287,0.0017997085,0.00010179448,0.0003020785,0.00011218869,0.0003023059,0.00033075426],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023149967,0.000019639809,0.99060494,0.0000030684869,0.00000245149,0.00001358707,0.00080385496,0.0007092045,0.00432392,0.00033615882,0.00054373866,0.0026162707],"study_design_scores_gemma":[0.00031702712,0.00002493463,0.997768,0.00010716413,0.0000024724368,0.0000014898508,0.00020978363,0.00023247539,0.00028893343,0.00038586164,0.00054956996,0.00011228866],"about_ca_topic_score_codex":0.00037876863,"about_ca_topic_score_gemma":0.00020078411,"teacher_disagreement_score":0.0071630436,"about_ca_system_score_codex":0.00021348584,"about_ca_system_score_gemma":0.0000063310517,"threshold_uncertainty_score":0.43235394},"labels":[],"label_agreement":null},{"id":"W4390083619","doi":"10.1093/geroni/igad104.2809","title":"COMPAS: AN APP TO PROMOTE PERSON-CENTERED COMMUNICATION BETWEEN PEOPLE LIVING WITH DEMENTIA AND THEIR CAREGIVERS","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Assistive Technology in Communication and Mobility","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Dementia; Dyad; Psychological intervention; Context (archaeology); Psychology; Caregiver burden; Empathy; Intervention (counseling); Clinical psychology; Developmental psychology; Medicine; Social psychology; Psychiatry","score_opus":0.108475808979818,"score_gpt":0.39430513995069516,"score_spread":0.28582933097087715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390083619","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98806906,0.000022072589,0.0038488414,0.00596206,0.000039764986,0.00067937694,0.000011664822,0.00040533673,0.00096183293],"genre_scores_gemma":[0.9972948,0.000012750002,0.00194818,0.00030967453,0.000016518077,0.00021132336,0.00012067402,0.000016590706,0.00006948339],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99868774,0.00036879143,0.0003705592,0.00023422691,0.00009246243,0.00024619448],"domain_scores_gemma":[0.99857104,0.00030488375,0.00020672142,0.0006275859,0.0002528382,0.000036903122],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014468161,0.00011118154,0.00017834596,0.0004891638,0.00066711265,0.000015530177,0.00030043552,0.00009395585,0.00002985541],"category_scores_gemma":[0.00018445958,0.00010125449,0.000008511419,0.0018434278,0.00007560263,0.00018363824,0.00028303394,0.000482061,0.00002247487],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005148329,0.000019324843,0.95722485,0.00004173734,0.000019040821,1.3455018e-7,0.034325767,0.000007436638,0.00037795625,0.0010868766,0.00033781608,0.0065538976],"study_design_scores_gemma":[0.00038696566,0.00003095576,0.94396526,0.00040651596,0.0000058075134,2.8082465e-7,0.052812647,0.0004989415,0.00004935245,0.00014054314,0.0015954663,0.00010727851],"about_ca_topic_score_codex":0.00036548104,"about_ca_topic_score_gemma":0.0013565035,"teacher_disagreement_score":0.01848688,"about_ca_system_score_codex":0.00014228448,"about_ca_system_score_gemma":0.000065174885,"threshold_uncertainty_score":0.51309586},"labels":[],"label_agreement":null},{"id":"W4390083646","doi":"10.1093/geroni/igad104.2799","title":"USING HOSPITAL ELECTRONIC HEALTH RECORDS TO DETERMINE FRAILTY WITH THE PICTORIAL FIT-FRAIL SCALE","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Saint John Regional Hospital; Dalhousie University; Horizon Health Network","funders":"","keywords":"Medicine; Hip fracture; Medical record; Health records; Physical therapy; Emergency medicine; Health care; Internal medicine; Osteoporosis","score_opus":0.04579896608830245,"score_gpt":0.3479035813040292,"score_spread":0.30210461521572674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390083646","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97819984,0.000019989599,0.0030442895,0.017527457,0.00044254653,0.00035415453,0.0000020712725,0.00008894562,0.0003206913],"genre_scores_gemma":[0.9953753,0.0000035299756,0.0006995897,0.0028054484,0.00075885636,0.000021899814,0.000020317175,0.000021841412,0.00029324647],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99891454,0.000027874881,0.0002821662,0.0001927582,0.00022962032,0.0003530483],"domain_scores_gemma":[0.999512,0.000044867986,0.000100927384,0.00019727077,0.000108067805,0.00003684849],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005359486,0.000101548096,0.0001626426,0.00036255753,0.00011688759,0.000027228976,0.00007500402,0.000041527044,0.00002751648],"category_scores_gemma":[0.00010517729,0.00007064138,0.000016253394,0.002708878,0.000024281997,0.00007336664,0.000029191347,0.00029414185,0.000017378947],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005295068,0.00019284635,0.7715537,0.00020435428,0.000097111595,0.000071814145,0.03196959,0.0014899588,0.012778831,0.0016198349,0.028813222,0.15067922],"study_design_scores_gemma":[0.0033520733,0.0012493671,0.8745029,0.0006129698,0.000025864345,0.000040925777,0.0022819473,0.003718148,0.0032997783,0.0006141095,0.10983981,0.00046213274],"about_ca_topic_score_codex":0.0002092029,"about_ca_topic_score_gemma":0.000222231,"teacher_disagreement_score":0.15021709,"about_ca_system_score_codex":0.00021815879,"about_ca_system_score_gemma":0.00028030312,"threshold_uncertainty_score":0.2880672},"labels":[],"label_agreement":null},{"id":"W4390083662","doi":"10.1093/geroni/igad104.3567","title":"TELEWORKING TO SUPPORT ACCOMMODATION, INCLUSION, AND HEALTH OF OLDER WORKERS: ISSUES FACED BY MANAGERS","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Work-Family Balance Challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Accommodation; Inclusion (mineral); Psychology; Qualitative research; Face (sociological concept); Population; Applied psychology; Nursing; Public relations; Medicine; Sociology; Social psychology; Political science; Environmental health","score_opus":0.05275796997263192,"score_gpt":0.3867925562708834,"score_spread":0.33403458629825145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390083662","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9369807,0.00022777171,0.00091131043,0.057255216,0.00029306157,0.00044522385,0.0000031667355,0.000204054,0.0036794443],"genre_scores_gemma":[0.9973224,0.0002557613,0.00062702136,0.0009303027,0.00007264458,0.000020975516,0.00003095009,0.000012044169,0.00072790124],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986704,0.000083067396,0.00042215493,0.00020990394,0.0003401529,0.0002743339],"domain_scores_gemma":[0.99945533,0.00008386884,0.0001824161,0.00011922596,0.00012297994,0.000036165588],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025480003,0.0000785613,0.00015636477,0.00054967345,0.00035025226,0.000045500587,0.00017169457,0.000056886485,0.00003925899],"category_scores_gemma":[0.00015756121,0.00009030741,0.000008839405,0.0039997073,0.000063964355,0.00023950847,0.0002481246,0.00010772076,0.000009349882],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000038369917,0.000019800123,0.7536146,0.000051361294,0.000007813351,0.0000010367598,0.121863104,0.00012502384,0.00036096212,0.004450705,0.06161076,0.05789098],"study_design_scores_gemma":[0.0004863543,0.000034283086,0.8064475,0.00058691396,0.0000021009814,2.4607365e-7,0.10076651,0.000047799185,0.00024618825,0.006596529,0.08448359,0.00030199802],"about_ca_topic_score_codex":0.0012418116,"about_ca_topic_score_gemma":0.00093135925,"teacher_disagreement_score":0.06034165,"about_ca_system_score_codex":0.00014247686,"about_ca_system_score_gemma":0.00008282084,"threshold_uncertainty_score":0.36826292},"labels":[],"label_agreement":null},{"id":"W4390083671","doi":"10.1093/geroni/igad104.3759","title":"THE EFFECTIVENESS OF REIMAGINE AGING: AN INTERVENTION TO REDUCE INTERNALIZED AGEISM IN OLDER ADULTS","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Intervention (counseling); Mindfulness; Successful aging; Psychology; Retraining; Flexibility (engineering); Perception; Gerontology; Clinical psychology; Medicine; Psychiatry","score_opus":0.04436549822424912,"score_gpt":0.43589927655646327,"score_spread":0.39153377833221414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390083671","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99360496,0.000069145666,0.0022075337,0.0013233483,0.0006944278,0.00037791833,0.0000014572672,0.000067764944,0.0016534751],"genre_scores_gemma":[0.9985837,0.0000016002501,0.000044107062,0.00006516395,0.00003805364,0.00018855416,0.000031231026,0.000016812082,0.001030786],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99780935,0.000873133,0.00054388697,0.0003083899,0.00015822379,0.00030701692],"domain_scores_gemma":[0.99886894,0.00049592834,0.00011876248,0.00031762154,0.00017724102,0.000021483422],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005360723,0.000097416574,0.00017481224,0.0010578752,0.000049404498,0.00002580584,0.00027617786,0.000060130587,0.000041952633],"category_scores_gemma":[0.000544972,0.00008582285,0.000027534332,0.0027380527,0.000071233626,0.00011737144,0.0000914523,0.0003248813,0.000044665754],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024930618,0.0006235844,0.5152895,0.00030682422,0.00009431977,0.00015680958,0.036660638,0.0002110281,0.0054135863,0.040051177,0.0016432428,0.39705622],"study_design_scores_gemma":[0.002636794,0.000081422266,0.9870595,0.0012681248,0.0000020768894,0.0000068013637,0.004115765,0.00078011135,0.0019283614,0.0018212494,0.00019131877,0.00010847568],"about_ca_topic_score_codex":0.0014054618,"about_ca_topic_score_gemma":0.00032304277,"teacher_disagreement_score":0.47177,"about_ca_system_score_codex":0.00007805847,"about_ca_system_score_gemma":0.000016904763,"threshold_uncertainty_score":0.34997544},"labels":[],"label_agreement":null},{"id":"W4390083688","doi":"10.1093/geroni/igad104.3359","title":"FRAILTY AND COGNITIVE IMPAIRMENT: RESULTS FROM A DIVERSE SAMPLE OF OLDER PERSONS RECEIVING HEMODIALYSIS","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Mood; Cognition; Medicine; Cognitive impairment; Hemodialysis; Observational study; Gerontology; Psychological intervention; Population; Clinical psychology; Physical therapy; Psychiatry; Internal medicine; Environmental health","score_opus":0.036254622346161475,"score_gpt":0.30449802407711873,"score_spread":0.2682434017309573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390083688","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9966598,0.000022190188,0.0008196783,0.0009382341,0.000052942476,0.00019792732,0.00015835298,0.00003728052,0.0011135974],"genre_scores_gemma":[0.9985018,0.000019778734,0.00039539748,0.00025153675,0.00004899958,0.000013418778,0.0006038506,0.000007528273,0.00015770739],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99907774,0.000031224256,0.0003560088,0.00021328342,0.00020232766,0.000119413],"domain_scores_gemma":[0.99940777,0.00023805065,0.00013476993,0.00010395973,0.00008817693,0.000027297536],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044716496,0.00007457163,0.00018268281,0.0006519123,0.000043673994,0.000017248647,0.000027507924,0.000027974746,0.000054938377],"category_scores_gemma":[0.00058725517,0.000068089794,0.00003658442,0.0019640885,0.000036567864,0.00006907254,0.00006987399,0.00006867007,0.000007271708],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00054968614,0.0005032013,0.7644637,0.00030570477,0.00093800324,0.000094943614,0.046914566,0.00018987703,0.006741635,0.0006476577,0.004672523,0.17397845],"study_design_scores_gemma":[0.0031529567,0.000025008512,0.9839438,0.0006151878,0.00017865721,2.2686382e-7,0.0076300874,0.0031901202,0.000569923,0.00036042713,0.00024294067,0.00009066266],"about_ca_topic_score_codex":0.0007656948,"about_ca_topic_score_gemma":0.000032011594,"teacher_disagreement_score":0.21948005,"about_ca_system_score_codex":0.000029030072,"about_ca_system_score_gemma":0.000021139176,"threshold_uncertainty_score":0.2776621},"labels":[],"label_agreement":null},{"id":"W4390083727","doi":"10.1093/geroni/igad104.3362","title":"FRAILTY-FOCUSED ENHANCEMENTS TO SENIORS’ HOSPITAL CARE (FRESH): DOES SPECIALIZED EDUCATION WORK?","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Horizon Health Network","funders":"","keywords":"Mindset; Intervention (counseling); Medicine; Delirium; Nursing; Acute care; Psychology; Health care; Psychiatry","score_opus":0.022459940955722405,"score_gpt":0.3271900378906121,"score_spread":0.30473009693488967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390083727","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98047906,0.000032640542,0.0005137519,0.011006254,0.002431897,0.00093227037,0.000007980524,0.0002552819,0.0043408535],"genre_scores_gemma":[0.9898704,0.0000078572975,0.0027328678,0.0014132953,0.0007101529,0.00020506942,0.00036820612,0.000039855884,0.0046522487],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9982522,0.000030100826,0.00058600854,0.00037504433,0.00042726446,0.00032935382],"domain_scores_gemma":[0.99894655,0.000049273658,0.00013179568,0.00034972513,0.0004598424,0.00006282074],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002355896,0.00017051444,0.00022493488,0.0011499136,0.00007372345,0.000055290428,0.00012455195,0.00008607056,0.00023174085],"category_scores_gemma":[0.0005299165,0.0001579812,0.000031967626,0.0053245234,0.000027174843,0.0002192318,0.000073634335,0.00021843366,0.00039014142],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017366484,0.00035994587,0.32993168,0.0003850882,0.0000695851,0.000054466444,0.05557638,0.000080080856,0.034187425,0.0023746458,0.062159423,0.5146476],"study_design_scores_gemma":[0.004507221,0.00019615419,0.8156657,0.0025046612,0.000032027616,0.0000028548864,0.014757371,0.000052719173,0.047147926,0.0013460473,0.11310297,0.00068429566],"about_ca_topic_score_codex":0.00011848781,"about_ca_topic_score_gemma":0.000053549615,"teacher_disagreement_score":0.51396334,"about_ca_system_score_codex":0.0003720686,"about_ca_system_score_gemma":0.00021101571,"threshold_uncertainty_score":0.64422864},"labels":[],"label_agreement":null},{"id":"W4390083742","doi":"10.1093/geroni/igad104.3749","title":"INTRODUCING EFRAILTY: SIMPLIFYING SELECTION OF FRAILTY ASSESSMENT TOOLS","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Context (archaeology); Identification (biology); Computer science; Table (database); Medicine; Data mining","score_opus":0.06231155159701939,"score_gpt":0.37071975378327143,"score_spread":0.30840820218625203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390083742","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98223877,0.000008434067,0.00906695,0.004573526,0.00034685933,0.0003629125,0.0000041920666,0.0002488489,0.0031494861],"genre_scores_gemma":[0.9921073,0.0000074407544,0.006533554,0.00040893853,0.00022456837,0.00003913962,0.00013123473,0.00002699731,0.0005208703],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99825066,0.000039179275,0.0007642047,0.00029650005,0.00037661096,0.0002728494],"domain_scores_gemma":[0.9989735,0.00017669759,0.00022491407,0.00023777745,0.0003617924,0.000025334317],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010054673,0.00012523717,0.00026360422,0.0011852926,0.00006039592,0.000030524207,0.00007424807,0.00008137754,0.000113816975],"category_scores_gemma":[0.0009261202,0.00013519381,0.000031091116,0.0053407876,0.000031274918,0.00027153373,0.000059274305,0.000356922,0.000026829117],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028818073,0.000081770326,0.47994,0.00039173264,0.000050197305,0.000016299176,0.0013305488,0.0030396045,0.3731174,0.0036149852,0.003822166,0.13456647],"study_design_scores_gemma":[0.001787843,0.0001033843,0.9344896,0.00074188644,0.00001957559,0.0000257743,0.0008143367,0.016009854,0.041233208,0.0010147481,0.0035555256,0.00020428494],"about_ca_topic_score_codex":0.0000674303,"about_ca_topic_score_gemma":0.000015038085,"teacher_disagreement_score":0.45454958,"about_ca_system_score_codex":0.0002701675,"about_ca_system_score_gemma":0.00015357239,"threshold_uncertainty_score":0.55130434},"labels":[],"label_agreement":null},{"id":"W4390083762","doi":"10.1093/geroni/igad104.2289","title":"EXPLORING THE IMPACT OF AN EBOOK CLUB PROGRAM ON APATHY AMONG OLDER CANADIANS IN LONG-TERM CARE: A FEASIBILITY STUDY","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Apathy; Club; Dementia; Population; Psychology; Long-term care; Medicine; Gerontology; Medical education; Cognition; Psychiatry; Disease","score_opus":0.0942984934134547,"score_gpt":0.4154709248624519,"score_spread":0.3211724314489972,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390083762","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9963155,0.000004067017,0.0000053532535,0.00011304973,0.000048176007,0.002553744,0.0000030667354,0.000051685893,0.0009053906],"genre_scores_gemma":[0.99919933,0.000001623201,0.000005886459,0.000037269634,0.000036144862,0.0005951316,0.000054190747,0.000014861505,0.000055531716],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99857897,0.00012664557,0.00038221735,0.000244324,0.00035620245,0.0003116621],"domain_scores_gemma":[0.99933994,0.00005178689,0.00006762433,0.00026084488,0.00023468943,0.000045086617],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011027362,0.000104819555,0.00016089938,0.00093306636,0.000059687543,0.000034073233,0.00009548223,0.000021513713,0.000027212722],"category_scores_gemma":[0.00012175676,0.000077226316,0.000032409705,0.0027101575,0.000059299455,0.00018975133,0.000039242455,0.00027542465,0.000003924712],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005411286,0.00064580847,0.912622,0.00006001087,0.00002140245,0.000104896695,0.012744696,0.000034245073,0.00023483434,0.0000091446855,0.000005608877,0.07346328],"study_design_scores_gemma":[0.0015865137,0.0008682605,0.9818574,0.00023418554,0.000006959432,0.0000012509247,0.014761868,0.00019283174,0.0004090021,0.0000149383,6.4808364e-7,0.00006611222],"about_ca_topic_score_codex":0.008922872,"about_ca_topic_score_gemma":0.007526498,"teacher_disagreement_score":0.07339717,"about_ca_system_score_codex":0.00039165077,"about_ca_system_score_gemma":0.0001972333,"threshold_uncertainty_score":0.9976768},"labels":[],"label_agreement":null},{"id":"W4390083766","doi":"10.1093/geroni/igad104.3179","title":"ARCHITECTURAL, INTERIOR DESIGN, AND TECHNOLOGICAL INTERVENTIONS TO FACILITATE REHABILITATION AND AGING IN PLACE","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; Ontario College of Art and Design","funders":"","keywords":"Psychological intervention; Aging in place; Rehabilitation; Autonomy; Gerontology; Built environment; Applied psychology; Psychology; Engineering; Medicine; Nursing; Physical therapy","score_opus":0.07254455542044952,"score_gpt":0.3498030839895056,"score_spread":0.2772585285690561,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390083766","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96892893,0.00007285674,0.015145146,0.0152012,0.00006421586,0.00035405753,0.000001252072,0.00013334805,0.000098973826],"genre_scores_gemma":[0.9953754,0.00004374041,0.0040941024,0.00007938813,0.000018310842,0.00008834016,0.0000029298062,0.000004304676,0.00029347878],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.998959,0.00017321264,0.00034500565,0.00021731564,0.00011810357,0.00018738158],"domain_scores_gemma":[0.9993445,0.0004512681,0.000058584814,0.00005929002,0.00006741914,0.00001890691],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021318747,0.00007272425,0.000109613546,0.0010162434,0.0002124794,0.000070100694,0.00006375845,0.000039077553,0.0000064737205],"category_scores_gemma":[0.0017759367,0.00007329702,0.000012465082,0.0023228396,0.0001725901,0.00017682949,0.00007408869,0.00012328553,0.000005142948],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001541999,0.000020180963,0.12642434,0.0001275276,0.00000655972,0.000006061518,0.79069567,0.000558376,0.0012733951,0.023900934,0.0006760689,0.056295462],"study_design_scores_gemma":[0.0006508882,0.00011009742,0.89374185,0.0009562012,0.0000051122593,0.0000021398835,0.048528034,0.0017472362,0.00013114123,0.049063683,0.0047221584,0.0003414849],"about_ca_topic_score_codex":0.0019573385,"about_ca_topic_score_gemma":0.0085317185,"teacher_disagreement_score":0.7673175,"about_ca_system_score_codex":0.00007360004,"about_ca_system_score_gemma":0.000020468207,"threshold_uncertainty_score":0.47608992},"labels":[],"label_agreement":null},{"id":"W4390083772","doi":"10.1093/geroni/igad104.3163","title":"ADOPTING A STRENGTH-BASED, PERSON-CENTERED RISK ASSESSMENT CLINICAL DECISION SUPPORT TOOL: WHAT ARE THE BENEFITS?","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; University of Ottawa; Queen's University; Université de Montréal; Université de Sherbrooke","funders":"","keywords":"Facilitator; Context (archaeology); Risk assessment; Psychology; Patient safety; Medicine; Nursing; Health care; Applied psychology; Medical education; Computer science; Social psychology","score_opus":0.4789725308725729,"score_gpt":0.4825255013550428,"score_spread":0.003552970482469886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390083772","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9453131,0.00024137307,0.009754556,0.04163416,0.001910122,0.0005809769,0.00013043251,0.00012441885,0.00031088686],"genre_scores_gemma":[0.9780004,0.00035494863,0.009178527,0.011588713,0.0004510262,0.0001377563,0.00016087414,0.000041370353,0.00008636871],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9930362,0.00037828909,0.0053462745,0.0006165722,0.00018719494,0.00043545238],"domain_scores_gemma":[0.99241465,0.003173514,0.003607359,0.000573071,0.00018000235,0.000051399205],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.043637108,0.00018345534,0.0006175341,0.00092653104,0.00033845587,0.00042485612,0.00032951453,0.00014159903,0.00018617377],"category_scores_gemma":[0.0077428347,0.00019905699,0.0001101314,0.0017591746,0.000054555214,0.0010093956,0.00007982152,0.000498851,0.00076958415],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010031473,0.00006960397,0.9329023,0.00006867899,0.000025254218,0.0000023214052,0.00089991454,0.004432824,2.6047317e-7,0.023344537,0.0077833994,0.030460922],"study_design_scores_gemma":[0.0016051326,0.000045492234,0.8378607,0.0005617022,0.000005053303,0.0000015215284,0.013892561,0.11026191,0.0000015698793,0.002506606,0.03293825,0.00031947248],"about_ca_topic_score_codex":0.00016523096,"about_ca_topic_score_gemma":0.00011981661,"teacher_disagreement_score":0.10582909,"about_ca_system_score_codex":0.0004952638,"about_ca_system_score_gemma":0.00019388998,"threshold_uncertainty_score":0.9891704},"labels":[],"label_agreement":null},{"id":"W4390083780","doi":"10.1093/geroni/igad104.3530","title":"POST COVID-19 PANDEMIC EMPLOYMENT RECOVERY BY HEALTHCARE SECTOR IN US RACIAL MAJORITY-MINORITY COUNTIES","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Pandemic; Health care; Census; Ethnic group; Demographic economics; Business; Coronavirus disease 2019 (COVID-19); Medicine; Socioeconomics; Economic growth; Geography; Political science; Environmental health; Economics; Population","score_opus":0.08865707572389363,"score_gpt":0.4272545422117717,"score_spread":0.3385974664878781,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390083780","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98256785,0.00022712197,0.000100592035,0.012844695,0.0028703806,0.00059430837,0.0001373823,0.00027423422,0.00038345187],"genre_scores_gemma":[0.99238306,0.00011570587,0.000036702793,0.004839306,0.00040599937,0.00015428342,0.0005640382,0.000021918422,0.0014789897],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99751735,0.00036405606,0.00093712105,0.00032818952,0.00030737056,0.00054588605],"domain_scores_gemma":[0.99875814,0.00045680103,0.00027480765,0.00019702499,0.00024846077,0.00006477567],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020310231,0.00015105357,0.00028173675,0.0010702445,0.0003995792,0.000022498767,0.00012576283,0.00022687293,0.00014025084],"category_scores_gemma":[0.0006564352,0.00016749697,0.000027622282,0.0033386378,0.000032807708,0.0001932838,0.00007595439,0.0007253722,0.0000921221],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000093802584,0.000028952,0.95017636,0.00040624867,0.000005475018,0.000011618908,0.013531492,0.000019124664,0.0007521784,0.00054121343,0.03179985,0.0026337],"study_design_scores_gemma":[0.0024042055,0.00009165901,0.8752116,0.00034862332,0.0000075132216,0.000003107339,0.018715674,0.000076416756,0.000040190487,0.004542891,0.09815267,0.00040545317],"about_ca_topic_score_codex":0.023505488,"about_ca_topic_score_gemma":0.012178659,"teacher_disagreement_score":0.07496475,"about_ca_system_score_codex":0.0016590034,"about_ca_system_score_gemma":0.0008250412,"threshold_uncertainty_score":0.98299706},"labels":[],"label_agreement":null},{"id":"W4390083801","doi":"10.1093/geroni/igad104.3222","title":"CHILDHOOD SOCIOECONOMIC STATUS GRADIENTS IN FUNCTIONAL LIMITATIONS: THE ROLE OF MACRO-ECONOMIC CONTEXT","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Socioeconomic status; Demography; Context (archaeology); Moderation; Residence; Psychology; Association (psychology); Gerontology; Developmental psychology; Geography; Medicine; Population; Sociology; Social psychology","score_opus":0.042263486200474355,"score_gpt":0.31896772337836266,"score_spread":0.2767042371778883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390083801","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9867011,0.00009307311,0.000005996349,0.00794629,0.0004621761,0.00018202855,0.000010539245,0.000024915564,0.0045739166],"genre_scores_gemma":[0.9984722,0.000117447504,0.000016721506,0.001095696,0.000083124585,0.00004075479,0.000023953045,0.000005411226,0.00014465966],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990238,0.00007444318,0.00043845666,0.000108393964,0.00008796879,0.000266937],"domain_scores_gemma":[0.99933314,0.00040576293,0.00013504279,0.00006756891,0.000040367795,0.000018110222],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001074187,0.000047298436,0.000095368116,0.00032258633,0.00018861041,0.000030606403,0.00008956555,0.00003715054,0.00010029327],"category_scores_gemma":[0.000222448,0.00004652675,0.000019137518,0.00059010106,0.00008269037,0.00019165328,0.000020713022,0.000108888846,0.00007936043],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000024261594,0.000011030595,0.6758765,0.000005648368,0.0000037750424,1.5194838e-7,0.020662198,0.00041495558,0.0000036671827,0.28600585,0.00037072593,0.016643085],"study_design_scores_gemma":[0.00025929903,0.0000026171292,0.907444,0.0000208038,7.0135525e-7,6.15276e-8,0.054165285,0.00029725695,0.00001101887,0.02314463,0.014607445,0.000046901023],"about_ca_topic_score_codex":0.008321962,"about_ca_topic_score_gemma":0.0167219,"teacher_disagreement_score":0.26286122,"about_ca_system_score_codex":0.00029617184,"about_ca_system_score_gemma":0.00031600933,"threshold_uncertainty_score":0.9982817},"labels":[],"label_agreement":null},{"id":"W4390083804","doi":"10.1093/geroni/igad104.1986","title":"USER EXPERIENCES OF OLDER ADULTS NAVIGATING AN ONLINE DATABASE OF COMMUNITY-BASED PHYSICAL ACTIVITY PROGRAMS","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"The Internet; Physical activity; Focus group; eHealth; Psychology; World Wide Web; Medicine; Gerontology; Health care; Computer science; Physical therapy; Business","score_opus":0.06932264818764321,"score_gpt":0.38799051096429943,"score_spread":0.3186678627766562,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390083804","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99855214,0.0000016079741,0.00022160294,0.00058771763,0.000080753474,0.0002736998,0.000011787146,0.00023281573,0.0000378509],"genre_scores_gemma":[0.9985934,8.8787624e-7,0.0011111215,0.000045682347,0.000034277775,0.00005781787,0.00014282532,0.000009315668,0.000004695282],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99870634,0.00029768984,0.0003009789,0.000142671,0.0003344927,0.00021781992],"domain_scores_gemma":[0.9989272,0.0002031387,0.00029254836,0.00029665657,0.00026112868,0.000019377556],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010860757,0.00008446062,0.00016931635,0.00028016506,0.00020310053,0.00001495901,0.00035593135,0.000070825525,0.0000045443],"category_scores_gemma":[0.00041875496,0.000089854446,0.000019677345,0.0044171056,0.00047553325,0.00045241142,0.00008689981,0.00041835467,9.746394e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026566175,0.0017389919,0.07701224,0.00018181723,0.000007714261,0.0000028601162,0.73225385,0.000059455717,0.010533836,0.0032942144,0.000020145379,0.17486833],"study_design_scores_gemma":[0.0013465252,0.00014314886,0.11189501,0.0017665653,0.0000061860924,2.7590406e-7,0.8077602,0.0055575618,0.07056766,0.0005656381,0.00010980809,0.00028145022],"about_ca_topic_score_codex":0.0038142903,"about_ca_topic_score_gemma":0.0017132272,"teacher_disagreement_score":0.17458688,"about_ca_system_score_codex":0.000036556357,"about_ca_system_score_gemma":0.00010063468,"threshold_uncertainty_score":0.57660913},"labels":[],"label_agreement":null},{"id":"W4390083832","doi":"10.1093/geroni/igad104.2840","title":"PPA TELE-SAVVY: RESULTS OF AN ONLINE PILOT INTERVENTION WITH CAREGIVERS OF PERSONS WITH PRIMARY PROGRESSIVE APHASIA","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Psychoeducation; Primary progressive aphasia; Dementia; Psychological intervention; Mood; Psychology; Thematic analysis; Psychosocial; Caregiver stress; Clinical psychology; Intervention (counseling); Focus group; Medicine; Disease; Frontotemporal dementia; Psychiatry; Qualitative research","score_opus":0.041690782299358804,"score_gpt":0.34670828162984807,"score_spread":0.3050174993304893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390083832","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99685353,0.000016226642,0.00023595654,0.0005045155,0.000018772362,0.00051099726,0.000035599962,0.00004195273,0.0017824492],"genre_scores_gemma":[0.997933,0.0000035192195,0.00090168766,0.0000404535,0.00002521657,0.000032701028,0.000743316,0.00001439793,0.0003057492],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987523,0.000048717633,0.00037974305,0.0002021916,0.00044352817,0.00017350979],"domain_scores_gemma":[0.9989076,0.000034907906,0.00025311182,0.00014414913,0.0006333568,0.000026833359],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000487537,0.00008975155,0.00018382257,0.00088111806,0.000026688067,0.000009145196,0.000062407074,0.00002287795,0.000022425398],"category_scores_gemma":[0.00007698321,0.00006992415,0.000017818249,0.0025830641,0.00012576429,0.00018310858,0.000030615945,0.00015166288,0.0000011553841],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010432754,0.00280521,0.7983175,0.0017627962,0.00033069358,0.0006872157,0.007112537,0.000078309306,0.049555454,0.00026592857,0.00038448168,0.12826715],"study_design_scores_gemma":[0.011296312,0.0053067845,0.9486099,0.0024448931,0.000050412695,0.000041021307,0.011908224,0.0004368133,0.01965479,0.000030142359,0.00010120167,0.00011952157],"about_ca_topic_score_codex":0.00011912832,"about_ca_topic_score_gemma":0.000048628135,"teacher_disagreement_score":0.15029241,"about_ca_system_score_codex":0.00006593337,"about_ca_system_score_gemma":0.00013529146,"threshold_uncertainty_score":0.28514242},"labels":[],"label_agreement":null},{"id":"W4390083837","doi":"10.1093/geroni/igad104.2287","title":"ENGAGEMENT OF FAMILY/CARE PARTNERS OF OLDER ADULT LONG-TERM CARE RESIDENTS WITH PHYSIOTHERAPISTS: A SCOPING REVIEW","year":2023,"lang":"en","type":"review","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"CINAHL; Long-term care; Nursing; Context (archaeology); Medicine; Health care; MEDLINE; Rehabilitation; General partnership; Dementia; Psychology; Psychological intervention; Physical therapy; Disease","score_opus":0.14530895931654042,"score_gpt":0.5183356502869062,"score_spread":0.3730266909703658,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390083837","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0003814883,0.99482274,0.00006128881,0.000047156205,0.0005231507,0.0036770608,0.000031601023,0.000061654406,0.000393841],"genre_scores_gemma":[0.0004686055,0.9977432,0.00013062979,0.0001718235,0.00013450129,0.00058930524,0.0005812766,0.00008427038,0.00009638187],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9958549,0.0006863587,0.0022454648,0.0004028706,0.0004718611,0.0003385157],"domain_scores_gemma":[0.9958117,0.00035459021,0.0020697152,0.0005056237,0.0012341811,0.000024203577],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008024932,0.00032034313,0.0016797949,0.0008996618,0.0001471794,0.000007742163,0.00025140526,0.00019583217,0.000042396903],"category_scores_gemma":[0.00019152818,0.00026423333,0.00013472556,0.003660215,0.000045160537,0.00008233873,0.00010071121,0.00064872176,0.00001474387],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000057121174,0.000012874695,0.0013864005,0.7780976,0.000060701866,0.000005126208,0.007352996,6.775483e-7,0.0000012951878,0.000055475586,0.0005981152,0.212423],"study_design_scores_gemma":[0.00047784843,0.00003110269,0.0022025825,0.9876461,0.00016063945,4.210011e-7,0.006869586,8.1819536e-8,0.000003014557,0.0000041595094,0.0023720416,0.0002324363],"about_ca_topic_score_codex":0.00023649832,"about_ca_topic_score_gemma":0.00015546124,"teacher_disagreement_score":0.21219057,"about_ca_system_score_codex":0.00041738088,"about_ca_system_score_gemma":0.0012077137,"threshold_uncertainty_score":0.999981},"labels":[],"label_agreement":null},{"id":"W4390083859","doi":"10.1093/geroni/igad104.2847","title":"AN UNEQUAL WORK ENVIRONMENT: NURSING HOME STAFF PERCEPTIONS OF UNIT ORGANIZATIONAL CONTEXT","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary; University of Alberta","funders":"","keywords":"Context (archaeology); Nursing; Staffing; Unit (ring theory); Nursing Assistant; Psychology; Organizational culture; Health care; Nursing homes; Medicine; Public relations","score_opus":0.05075089460115853,"score_gpt":0.38368893373153,"score_spread":0.33293803913037145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390083859","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9931696,0.000018258568,0.0037449063,0.0013327725,0.00062020076,0.00021634664,0.000020342419,0.000122033896,0.0007555254],"genre_scores_gemma":[0.9983393,0.0000134600405,0.00035998592,0.00008445408,0.0001844897,0.000019216917,0.0004974258,0.000024930538,0.00047677016],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985288,0.00017966649,0.0006265718,0.00018131215,0.00022424955,0.00025944738],"domain_scores_gemma":[0.99920624,0.00017921538,0.0002089032,0.00018796965,0.00018900786,0.000028663555],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005984625,0.000089836634,0.00015522687,0.00080162846,0.00030776474,0.0000088826155,0.00009984279,0.00010209219,0.0009224189],"category_scores_gemma":[0.00008279861,0.00009985587,0.000014685202,0.0040255864,0.00006196153,0.0001610108,0.000023768362,0.00026463074,0.00020766405],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004756666,0.00023261309,0.83086264,0.00009321222,0.000015129932,0.00000359591,0.09042715,0.0018961403,0.007775633,0.034124654,0.0053902618,0.029131413],"study_design_scores_gemma":[0.0009277667,0.00005298298,0.8704999,0.0005455706,0.000011257149,4.9963063e-7,0.120726444,0.00042563333,0.000106422725,0.005118278,0.0013840627,0.0002011999],"about_ca_topic_score_codex":0.00006641162,"about_ca_topic_score_gemma":0.000012146715,"teacher_disagreement_score":0.039637256,"about_ca_system_score_codex":0.0001826276,"about_ca_system_score_gemma":0.00013506469,"threshold_uncertainty_score":0.9999909},"labels":[],"label_agreement":null},{"id":"W4390083870","doi":"10.1093/geroni/igad104.3272","title":"DEVELOPMENT AND VALIDATION OF THE NOVEL MEDICATION TAKING INSTRUMENT - FOUR FACETS OF ADHERENCE (MTI-4)","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"CLARITY; Medicine; Psychological intervention; Scale (ratio); Content validity; Psychology; Clinical psychology; Family medicine; Nursing; Psychometrics","score_opus":0.14919414032613718,"score_gpt":0.35004019600725006,"score_spread":0.20084605568111288,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390083870","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9938441,0.000010467254,0.0036652535,0.0013491736,0.000112809954,0.00022212887,8.1872173e-7,0.00001784796,0.0007774249],"genre_scores_gemma":[0.9965906,0.0000075311773,0.0029720902,0.00016100066,0.000013258221,0.00003566208,0.0000188028,0.0000041535245,0.0001968652],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99895376,0.000013285977,0.00051836856,0.00011673566,0.00031781822,0.00008006094],"domain_scores_gemma":[0.9991961,0.000032123397,0.0004586439,0.00014145771,0.0001580747,0.00001361694],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005570722,0.000053380438,0.00010762508,0.00023255248,0.000034446795,0.000004165314,0.00007316003,0.000031953565,0.000043649496],"category_scores_gemma":[0.0003057317,0.000042987678,0.00000832502,0.0014931874,0.0000474764,0.000065757355,0.000041625342,0.00008372586,0.000008748149],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019265173,0.000092898284,0.38291883,0.00052745815,0.00002596853,7.611039e-7,0.0060105366,0.00008123231,0.45982462,0.012746187,0.00028296385,0.13746928],"study_design_scores_gemma":[0.00072329456,0.0000146110015,0.78657657,0.0008218062,0.000005916163,0.0000044618478,0.00097221433,0.0013106007,0.20808673,0.0002922437,0.0011380857,0.000053443895],"about_ca_topic_score_codex":0.00001833563,"about_ca_topic_score_gemma":0.0000022249098,"teacher_disagreement_score":0.40365776,"about_ca_system_score_codex":0.000038732513,"about_ca_system_score_gemma":0.00015818211,"threshold_uncertainty_score":0.17529866},"labels":[],"label_agreement":null},{"id":"W4390083895","doi":"10.1093/geroni/igad104.2843","title":"COMPARISON OF SEDENTARY BEHAVIOR GUIDELINES FOR OLDER ADULTS: A REVIEW OF LITERATURE AND QUALITY APPRAISAL","year":2023,"lang":"en","type":"review","venue":"Innovation in Aging","topic":"Physical Activity and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; McMaster University","funders":"","keywords":"Medicine; Guideline; Terminology; Limiting; Gerontology; MEDLINE; Physical therapy","score_opus":0.3806185985028034,"score_gpt":0.5942377867312824,"score_spread":0.21361918822847897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390083895","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014095125,0.99595195,0.0001052806,0.0005304904,0.00012545634,0.0016766844,0.00016523727,0.000019020372,0.00001638619],"genre_scores_gemma":[0.00023788161,0.9968224,0.00095605856,0.0003419288,0.00017441329,0.000236806,0.0011882157,0.000021742282,0.00002051538],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99731,0.00007889409,0.0020478931,0.00023406377,0.00021396604,0.000115201234],"domain_scores_gemma":[0.9974482,0.00044447577,0.001076617,0.00018738907,0.00082056614,0.000022761345],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010156134,0.00016509861,0.0021042998,0.00033860604,0.000017731058,0.0000049525574,0.000060712795,0.00013235399,0.0000043780246],"category_scores_gemma":[0.0012413056,0.0001329339,0.00012633552,0.0016352091,0.00003280202,0.000069671456,0.00003756647,0.00034000757,4.9576465e-7],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009986419,0.00019675505,0.0004113906,0.52755225,0.000021410244,5.9371536e-7,0.0002357967,1.4498989e-8,0.0000026762455,0.00046856812,0.0008473774,0.47025317],"study_design_scores_gemma":[0.0005933225,0.00007711822,0.0011334622,0.8534358,0.00033005647,0.0000047114445,0.0000807729,0.000013541265,0.000010504607,0.000036673595,0.14415127,0.00013278286],"about_ca_topic_score_codex":0.000060162893,"about_ca_topic_score_gemma":0.0000069164876,"teacher_disagreement_score":0.4701204,"about_ca_system_score_codex":0.000039426628,"about_ca_system_score_gemma":0.00016737706,"threshold_uncertainty_score":0.54208875},"labels":[],"label_agreement":null},{"id":"W4390083923","doi":"10.1093/geroni/igad104.2787","title":"PERSONALITY, SOCIAL ISOLATION, AND LONELINESS: CROSS-SECTIONAL DATA FROM THE CANADIAN LONGITUDINAL STUDY ON AGING","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Concordia University; Université de Montréal; University of Saskatchewan; University Health Network; Dalhousie University; Toronto Rehabilitation Institute","funders":"","keywords":"Loneliness; Social isolation; Psychology; Big Five personality traits; Agreeableness; Extraversion and introversion; Personality; Openness to experience; Conscientiousness; Alternative five model of personality; Clinical psychology; Developmental psychology; Social psychology; Psychiatry","score_opus":0.31405877420139444,"score_gpt":0.4806729557551411,"score_spread":0.16661418155374663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390083923","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96250653,0.000014039414,0.00005405568,0.035709832,0.0005133251,0.00018747653,0.0000770729,0.000042338543,0.0008953418],"genre_scores_gemma":[0.99620944,0.000003831198,0.000016656582,0.0024865996,0.00094759214,0.000011021109,0.00016985068,0.0000062830536,0.0001487],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99864596,0.0001381822,0.00031307698,0.00025066407,0.00037284096,0.000279266],"domain_scores_gemma":[0.99922734,0.00036792614,0.000078510646,0.00013204962,0.00015607204,0.000038098864],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0029843815,0.00006508008,0.00008148154,0.00019626663,0.0021495644,0.0004121647,0.00024225937,0.0000516573,0.000092462855],"category_scores_gemma":[0.0006131399,0.00005984513,0.00000824,0.0014675866,0.000108480985,0.00031541634,0.00008047141,0.00019825957,0.000018281815],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000022732363,0.0000085514675,0.9708706,0.000004099661,0.000005773634,0.000002660999,0.013188655,0.000013079278,2.8504155e-7,0.014013105,0.0016074468,0.00028344433],"study_design_scores_gemma":[0.0001848806,0.0000023927632,0.9820861,0.000013604792,0.0000016364074,1.1901551e-7,0.0111300405,0.0004110107,9.326166e-8,0.0017648347,0.004339675,0.00006561658],"about_ca_topic_score_codex":0.73005414,"about_ca_topic_score_gemma":0.9022068,"teacher_disagreement_score":0.17215267,"about_ca_system_score_codex":0.00022920396,"about_ca_system_score_gemma":0.00046424335,"threshold_uncertainty_score":0.9991495},"labels":[],"label_agreement":null},{"id":"W4390083932","doi":"10.1093/geroni/igad104.2635","title":"ETHNIC VARIATIONS IN SOCIAL CAPITAL IN SOUTH ASIAN AND CHINESE OLDER ADULTS IN HONG KONG","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Health Services","funders":"","keywords":"Social capital; Reciprocity (cultural anthropology); Social support; Ethnic group; Psychology; Sociology; Social psychology; Demographic economics; Gender studies; Social science; Economics","score_opus":0.03210291097480693,"score_gpt":0.36954850410439305,"score_spread":0.3374455931295861,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390083932","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9863577,0.000026385791,0.000021835436,0.011667783,0.0002136384,0.00022233956,0.0000034958155,0.000033615197,0.0014532236],"genre_scores_gemma":[0.9991576,0.0000146776865,0.000040398212,0.00052652153,0.00012776224,0.00003477474,0.000014181063,0.000006884205,0.00007717392],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987582,0.00012438874,0.00043922526,0.0001648962,0.00017029251,0.00034300794],"domain_scores_gemma":[0.9997035,0.000120892364,0.00007482335,0.000043055188,0.0000367944,0.000020911068],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014807917,0.00006764886,0.00013275258,0.0009134571,0.00014665598,0.00004478113,0.00007125175,0.00009423545,0.000022467626],"category_scores_gemma":[0.00053476595,0.000075530625,0.000009664234,0.0052333106,0.000041974552,0.00028726706,0.000033620203,0.00024450602,0.000005535327],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000020781786,0.000011685802,0.725499,0.000028039878,4.5811e-7,0.000005382728,0.25291762,0.000015614858,0.0000012421822,0.018167913,0.000014783112,0.003336196],"study_design_scores_gemma":[0.00057763554,0.0000013379484,0.93796563,0.00012344471,2.5789802e-7,6.335591e-8,0.05735791,0.00043565387,3.183966e-7,0.0034374604,0.0000248755,0.00007543994],"about_ca_topic_score_codex":0.011860021,"about_ca_topic_score_gemma":0.10364857,"teacher_disagreement_score":0.2124666,"about_ca_system_score_codex":0.00018712641,"about_ca_system_score_gemma":0.00014618949,"threshold_uncertainty_score":0.9947201},"labels":[],"label_agreement":null},{"id":"W4390083943","doi":"10.1093/geroni/igad104.2930","title":"GERIATRIC RENAL TRANSPLANT CO-MANAGEMENT: EVALUATION OF FRAIL OLDER ADULTS FOR TRANSPLANT ELIGIBILITY","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Psychosocial; Activities of daily living; Psychological intervention; Montreal Cognitive Assessment; Gerontology; Transplantation; Internal medicine; Physical therapy; Dementia; Disease; Psychiatry","score_opus":0.06711490618711859,"score_gpt":0.42991999798213865,"score_spread":0.3628050917950201,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390083943","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9909791,0.00006192861,0.0037205492,0.0006822469,0.00082172384,0.0018435355,0.000105522486,0.00010776934,0.0016776733],"genre_scores_gemma":[0.99819005,0.000047721638,0.00025650542,0.000074653646,0.00013709428,0.0004358444,0.0007011874,0.000016953487,0.00013997414],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977427,0.00021075364,0.0009838084,0.00028592147,0.00044867693,0.00032814415],"domain_scores_gemma":[0.99870044,0.00029855865,0.00028178867,0.00020160452,0.00049768115,0.000019938567],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004231752,0.0001137372,0.00021890574,0.00095214904,0.00019346747,0.0000056607673,0.00010209287,0.00011633513,0.00010803903],"category_scores_gemma":[0.00008232019,0.00011341024,0.000046703128,0.0025769474,0.00001977492,0.00010454137,0.000009027666,0.00018426999,0.000020502803],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022984657,0.0005517478,0.38986334,0.010631855,0.0002456282,0.000020722668,0.22631511,0.001658189,0.0066727675,0.014616786,0.047310133,0.29981527],"study_design_scores_gemma":[0.010032582,0.000068278125,0.96342444,0.0022805568,0.00017529305,0.0000012279108,0.007860696,0.007283896,0.0015466311,0.0046835807,0.0023018604,0.00034097827],"about_ca_topic_score_codex":0.00012397753,"about_ca_topic_score_gemma":0.000065238135,"teacher_disagreement_score":0.5735611,"about_ca_system_score_codex":0.00015415513,"about_ca_system_score_gemma":0.00014614018,"threshold_uncertainty_score":0.46247354},"labels":[],"label_agreement":null},{"id":"W4390083951","doi":"10.1093/geroni/igad104.2418","title":"THE DREAM TOOLKIT: CO-DEVELOPED TRAINING AND RESOURCES TO PROMOTE WELL-BEING OF PERSONS WITH DEMENTIA","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; University of Northern British Columbia","funders":"","keywords":"Usability; Dementia; General partnership; Service provider; Psychology; Service (business); Process (computing); Mental health; Medical education; Knowledge management; Computer science; Medicine; Business","score_opus":0.15420605206845203,"score_gpt":0.41151561472710224,"score_spread":0.25730956265865024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390083951","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9886462,0.000020129435,0.00013628423,0.0018494945,0.00014930536,0.00082885014,0.0000042800593,0.000047963193,0.008317475],"genre_scores_gemma":[0.99680084,0.00001183143,0.0009239998,0.0012575041,0.000047157824,0.00016251551,0.00005517498,0.0000138556725,0.0007271504],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984807,0.00012616061,0.00062078284,0.00016456474,0.00023219074,0.0003756319],"domain_scores_gemma":[0.9992642,0.00025150066,0.00022279272,0.00011591981,0.000101159814,0.000044457935],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002121562,0.00008464288,0.00012415665,0.00032443766,0.0007701659,0.000012122189,0.000084773514,0.000037588605,0.000021974645],"category_scores_gemma":[0.000058509224,0.00006169003,0.0000060823504,0.0015522016,0.000032554657,0.0000705549,0.000058139325,0.00021773367,0.000022050515],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008306055,0.000019758803,0.6990022,0.0007091807,0.000025822219,0.000003215582,0.26454946,0.000031088563,0.0006932778,0.006528057,0.0013460584,0.0270088],"study_design_scores_gemma":[0.0027414795,0.00046206027,0.54114306,0.0068083154,0.000020470436,0.0000017696066,0.2218652,0.0011800401,0.0011398016,0.0018412592,0.22236158,0.00043494115],"about_ca_topic_score_codex":0.00017687208,"about_ca_topic_score_gemma":0.00032025334,"teacher_disagreement_score":0.22101551,"about_ca_system_score_codex":0.000061381776,"about_ca_system_score_gemma":0.00012598185,"threshold_uncertainty_score":0.5923571},"labels":[],"label_agreement":null},{"id":"W4390083984","doi":"10.1093/geroni/igad104.2299","title":"THE PREVALENCE AND PREDICTORS OF APATHY AMONG CANADIAN LONG-TERM CARE RESIDENTS: A SECONDARY DATA ANALYSIS","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Apathy; Long-term care; Residence; Medicine; Psychology; Gerontology; Psychiatry; Cognition; Demography","score_opus":0.0390388177669652,"score_gpt":0.3770189745934346,"score_spread":0.33798015682646937,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390083984","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9975023,0.00046204697,0.00002027332,0.0005789404,0.0005413721,0.00025371218,0.00013948676,0.00003296785,0.00046888067],"genre_scores_gemma":[0.9987606,0.0001527576,0.000011745884,0.0000514393,0.000077593046,0.000021690676,0.0004498158,0.000008068051,0.0004662865],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99875665,0.00012943827,0.00049134507,0.00021404456,0.00015834048,0.00025017373],"domain_scores_gemma":[0.9988381,0.0002459921,0.00019820544,0.00046627488,0.0002151566,0.000036272675],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001011585,0.00006481981,0.00013032168,0.0010076152,0.00044376455,0.000018476747,0.00024665767,0.000066832494,0.000038068138],"category_scores_gemma":[0.00029818658,0.000054995788,0.000012836863,0.0042846203,0.00006572031,0.00017856158,0.000134309,0.00024846388,0.0000038180406],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000035959727,0.0000012459764,0.98321587,0.000303375,0.000034723784,0.0000037280645,0.011586854,0.0000046727027,0.000007787876,0.000055445587,0.001909965,0.002872714],"study_design_scores_gemma":[0.00015397594,0.0000050949116,0.99036324,0.00021309062,0.000057360994,1.3398216e-7,0.008797146,0.00008618948,0.0000051368224,0.000052864092,0.00021554409,0.00005021764],"about_ca_topic_score_codex":0.06701555,"about_ca_topic_score_gemma":0.347955,"teacher_disagreement_score":0.28093943,"about_ca_system_score_codex":0.00012200797,"about_ca_system_score_gemma":0.00037265514,"threshold_uncertainty_score":0.9391973},"labels":[],"label_agreement":null},{"id":"W4390083987","doi":"10.1093/geroni/igad104.2555","title":"RUNNING AND WALKING IN DEMENTIA AND MILD COGNITIVE IMPAIRMENT: A SCOPING REVIEW","year":2023,"lang":"en","type":"review","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Dementia; PsycINFO; CINAHL; Gerontology; Cognition; Psychology; Population; Quality of life (healthcare); Activities of daily living; Physical medicine and rehabilitation; MEDLINE; Clinical psychology; Medicine; Psychological intervention; Psychiatry; Disease; Psychotherapist","score_opus":0.09395571477456087,"score_gpt":0.44334636733947025,"score_spread":0.34939065256490937,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390083987","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0022713577,0.9930788,0.000037475336,0.00014802889,0.000055747572,0.0037632512,0.00000490639,0.00004746387,0.00059293665],"genre_scores_gemma":[0.0011947404,0.9972328,0.000103911865,0.00045875058,0.000058406575,0.00063259946,0.0001893701,0.000053033837,0.00007638172],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.99715847,0.0001581531,0.0013183575,0.0005565069,0.00036777093,0.00044072937],"domain_scores_gemma":[0.9990046,0.00028666362,0.00035703852,0.00012122925,0.00017537628,0.00005511568],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002481355,0.00031733594,0.0012478216,0.001984076,0.0000776543,0.00007645781,0.000062341634,0.0001171431,0.00006661833],"category_scores_gemma":[0.000422271,0.00029835125,0.000060466835,0.003449839,0.00006956255,0.00017319314,0.00022455888,0.00062601786,0.000015313359],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000789773,0.00003972618,0.018173661,0.259626,0.00012524708,0.00013712446,0.00017877658,1.2143211e-8,8.915357e-7,0.00005725325,0.000027208582,0.7216262],"study_design_scores_gemma":[0.0013359016,0.0000672898,0.00879914,0.9851484,0.00047509198,0.00006290351,0.0002010531,0.000012894158,0.0000024305107,0.000048500813,0.0035769008,0.0002695231],"about_ca_topic_score_codex":0.000029164032,"about_ca_topic_score_gemma":0.000018087425,"teacher_disagreement_score":0.7255224,"about_ca_system_score_codex":0.00012168779,"about_ca_system_score_gemma":0.00029263805,"threshold_uncertainty_score":0.99994683},"labels":[],"label_agreement":null},{"id":"W4390084000","doi":"10.1093/geroni/igad104.2432","title":"CROSS-SECTIONAL AND LONGITUDINAL ASSOCIATIONS BETWEEN SLEEP DISTURBANCES, DEPRESSIVE AND ANXIETY SYMPTOMS","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Sleep and related disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Anxiety; Insomnia; Depressive symptoms; Actigraphy; Longitudinal study; Psychology; Population; Clinical psychology; Psychiatry; Medicine","score_opus":0.028255519332773104,"score_gpt":0.3374336132268485,"score_spread":0.3091780938940754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390084000","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9952468,0.0002719937,0.0004619533,0.00032493618,0.00046083197,0.00011051344,0.00003044445,0.00010005026,0.00299247],"genre_scores_gemma":[0.999159,0.00002672666,0.000026840564,0.00007546228,0.00011929413,0.000030846924,0.00019026735,0.0000112480275,0.00036035554],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99904186,0.00003447867,0.00032577245,0.0002805447,0.00012221448,0.00019514347],"domain_scores_gemma":[0.99953324,0.00014485008,0.00013201727,0.000084745014,0.000085004394,0.000020133286],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034165187,0.00008757332,0.00010381171,0.0003614384,0.00019225272,0.000070874165,0.00005069255,0.0001352278,0.00005727364],"category_scores_gemma":[0.000085382126,0.000090701506,0.000013523333,0.001493733,0.00008726841,0.00014788647,0.00004130483,0.00022902084,0.00002374627],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000039838737,0.000014325793,0.9833632,0.0000038626936,0.00010645982,0.0000027156118,0.00087236793,0.00007872326,0.000023349621,0.005703219,0.00022884054,0.009598962],"study_design_scores_gemma":[0.00086095056,0.000007965727,0.9961264,0.000010779195,0.00001176446,0.0000038300022,0.00013998579,0.00014827448,0.000009917497,0.0020884061,0.00048865745,0.00010304935],"about_ca_topic_score_codex":0.00013771572,"about_ca_topic_score_gemma":0.000016996268,"teacher_disagreement_score":0.01276323,"about_ca_system_score_codex":0.000038568294,"about_ca_system_score_gemma":0.000009443531,"threshold_uncertainty_score":0.36987},"labels":[],"label_agreement":null},{"id":"W4390084005","doi":"10.1093/geroni/igad104.2573","title":"SOCIAL SUPPORT, MENTAL HEALTH, AND SEXUAL ORIENTATION: A STUDY OF THREE TIME POINTS IN THE CLSA","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Sexual orientation; Social support; Lesbian; Mental health; Depression (economics); Psychology; Clinical psychology; Longitudinal study; Medicine; Psychiatry; Social psychology","score_opus":0.08334414782532394,"score_gpt":0.4402278331332412,"score_spread":0.35688368530791725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390084005","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9832815,0.000012028799,0.00000461329,0.01302068,0.00026339822,0.00043659026,0.000008683336,0.000023644881,0.002948885],"genre_scores_gemma":[0.9976883,0.000002912581,0.00000788062,0.001342078,0.00015997485,0.000038575377,0.00006971962,0.000008434739,0.00068214635],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987123,0.00020217021,0.00052519137,0.00016980496,0.00019076862,0.00019975113],"domain_scores_gemma":[0.99958926,0.000066448265,0.00017780035,0.00011102368,0.000041879983,0.000013599689],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014119092,0.00006578012,0.0001263194,0.0005283023,0.00014105836,0.000020478117,0.00009271238,0.000039434723,0.00008253236],"category_scores_gemma":[0.00003174302,0.00006190083,0.0000062809477,0.0021060093,0.000037854308,0.00009444479,0.00004184627,0.0001626371,0.000056932076],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028933824,0.00021582132,0.7889162,0.00008673562,0.000009796489,0.0000075831967,0.17107505,6.9172626e-7,0.000018886174,0.0072233253,0.019503752,0.012913268],"study_design_scores_gemma":[0.0015806797,0.00020022981,0.9689156,0.0000057404327,0.000002388416,0.000005647953,0.026238432,0.000026920487,4.485718e-7,0.0025317955,0.00043037016,0.00006178539],"about_ca_topic_score_codex":0.002640195,"about_ca_topic_score_gemma":0.0017938007,"teacher_disagreement_score":0.17999941,"about_ca_system_score_codex":0.000050477658,"about_ca_system_score_gemma":0.00007657342,"threshold_uncertainty_score":0.39912024},"labels":[],"label_agreement":null},{"id":"W4390084014","doi":"10.1093/geroni/igad104.3195","title":"ASSOCIATION OF RAPID EYE MOVEMENT SLEEP AND APOE PROTEOTYPE TO COGNITIVE PERFORMANCE IN OLDER ADULTS","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Sleep and Wakefulness Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Audiology; Polysomnography; Montreal Cognitive Assessment; Cognitive decline; Cognition; Psychology; Apolipoprotein E; Effects of sleep deprivation on cognitive performance; Sleep debt; Cognitive test; Medicine; Dementia; Gerontology; Internal medicine; Cognitive impairment; Psychiatry; Disease; Sleep deprivation; Electroencephalography","score_opus":0.02920744945627644,"score_gpt":0.31319081687539485,"score_spread":0.2839833674191184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390084014","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9976804,0.000003017362,0.000080494545,0.00086113997,0.00007594721,0.00056214805,0.0000035269672,0.000023149669,0.00071016233],"genre_scores_gemma":[0.9992285,0.000013508513,0.000018653656,0.0003790947,0.000017459082,0.00016345167,0.000005287597,0.000006929314,0.0001671616],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989294,0.00005994672,0.00028675253,0.00020504202,0.00032089354,0.00019795717],"domain_scores_gemma":[0.99953204,0.00015003709,0.00009402705,0.000058984566,0.00015129481,0.000013627308],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00075077266,0.000057253277,0.0000854817,0.00079090847,0.000039829505,0.000021045862,0.00006373381,0.0000332999,0.000019487557],"category_scores_gemma":[0.0012372341,0.00006005007,0.0000053589297,0.003885831,0.000015915752,0.00017831671,0.000065331566,0.00013107248,0.000020020923],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009109332,0.00006856457,0.8281496,0.00012997573,0.0000031053492,0.0000046021737,0.0044969926,0.00015108623,0.03437846,0.00046528436,0.000043003784,0.13201821],"study_design_scores_gemma":[0.0009290028,0.000041441464,0.7267723,0.0002865076,6.679112e-7,8.824528e-8,0.00044453266,0.0065793567,0.26471877,0.00011959892,0.000036314796,0.000071385264],"about_ca_topic_score_codex":0.000025740304,"about_ca_topic_score_gemma":0.000013230917,"teacher_disagreement_score":0.23034032,"about_ca_system_score_codex":0.000080776204,"about_ca_system_score_gemma":0.000018806193,"threshold_uncertainty_score":0.24487709},"labels":[],"label_agreement":null},{"id":"W4390393530","doi":"10.1093/geroni/igad139","title":"Sad Mood Bridges Depressive Symptoms and Cognitive Performance in Community-Dwelling Older Adults: A Network Approach","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Mental Health Research Topics","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Mood; Anhedonia; Cognition; Psychology; Depression (economics); Clinical psychology; Psychiatry; Cognitive impairment","score_opus":0.056827052472851414,"score_gpt":0.3849829371020816,"score_spread":0.3281558846292302,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390393530","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9903314,0.0002499416,0.0007855082,0.00019113284,0.00017567298,0.0005760145,0.0000053697922,0.00006467448,0.007620245],"genre_scores_gemma":[0.9987296,0.00005124879,0.00015273837,0.00035385846,0.00009994763,0.00025791052,0.00012780842,0.000019368183,0.00020750756],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982931,0.0003819832,0.00045312874,0.00022954574,0.00017587538,0.0004663878],"domain_scores_gemma":[0.99918497,0.00038811195,0.0001186344,0.0001720833,0.00010431149,0.000031877964],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015256413,0.00011096775,0.0001557613,0.0005728515,0.00020006369,0.000031522577,0.00013225488,0.0000879498,0.000022878063],"category_scores_gemma":[0.00010778409,0.00012290855,0.000007862241,0.0025072126,0.000090490714,0.0001604203,0.00012566072,0.0008655043,0.000025466732],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000078790166,0.00010084227,0.90187854,0.0003970072,0.000013993169,0.0000104471765,0.021762831,0.00042808522,0.0000033544727,0.0025873645,0.00010113958,0.07263764],"study_design_scores_gemma":[0.0018953017,0.000049290637,0.96507657,0.0013726531,0.0000021886003,0.0000087839235,0.010581453,0.020438066,0.00003596375,0.00034535315,0.000058636022,0.00013576704],"about_ca_topic_score_codex":0.00047493307,"about_ca_topic_score_gemma":0.00009170763,"teacher_disagreement_score":0.07250187,"about_ca_system_score_codex":0.00007461629,"about_ca_system_score_gemma":0.000026555801,"threshold_uncertainty_score":0.5012065},"labels":[],"label_agreement":null},{"id":"W4391151184","doi":"10.1093/geroni/igae002","title":"Longitudinal Studies of Aging in Sub-Saharan Africa: Review, Limitations, and Recommendations in Preparation of Projected Aging Population","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; Trent University; McGill University; Impact; McMaster University; York University; University of Lethbridge; University of Manitoba","funders":"University of Oxford","keywords":"Longitudinal study; Longitudinal data; Population; Gerontology; Population ageing; Geography; Demography; Medicine; Sociology; Pathology","score_opus":0.16720650779101245,"score_gpt":0.45515498532063536,"score_spread":0.28794847752962294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391151184","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9316985,0.047361426,0.00019514645,0.01882833,0.00032781012,0.0007805276,0.0000068177396,0.00004202493,0.0007594441],"genre_scores_gemma":[0.97376627,0.025445327,0.0004957585,0.00012541033,0.000031490938,0.000062911175,0.00003641933,0.0000057613934,0.000030632997],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99829096,0.00022012088,0.00095140235,0.00017669838,0.00018659087,0.00017420267],"domain_scores_gemma":[0.9990406,0.00048510687,0.00020338852,0.000066678236,0.00019219627,0.000012012136],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025899787,0.000072668736,0.00022485356,0.0009430938,0.00009017716,0.000029194745,0.00004967613,0.000038463895,0.0000054026714],"category_scores_gemma":[0.0013327958,0.00007866556,0.000015049016,0.0034633644,0.000052791438,0.00064720685,0.00002252951,0.00013610968,4.3283032e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006915594,0.000057118163,0.84680736,0.005250775,0.000015867277,0.0000029390142,0.04723338,0.00016107265,0.00011780241,0.046709362,0.0010436089,0.052593768],"study_design_scores_gemma":[0.00039554256,0.000021678426,0.95110583,0.020535963,0.000017657598,8.89697e-7,0.012270238,0.0014542793,0.00014767314,0.005863592,0.007970361,0.00021631597],"about_ca_topic_score_codex":0.0023531807,"about_ca_topic_score_gemma":0.011863136,"teacher_disagreement_score":0.10429842,"about_ca_system_score_codex":0.00022899367,"about_ca_system_score_gemma":0.00012626004,"threshold_uncertainty_score":0.6619908},"labels":[],"label_agreement":null},{"id":"W4391685365","doi":"10.1093/geroni/igae011","title":"Factors Associated With Longitudinal Patterns of Hearing Aid Use","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Institute on Aging; National Institutes of Health","keywords":"Odds; Socioeconomic status; Hearing aid; Demography; Odds ratio; Poverty; Medicine; Longitudinal study; Quarter (Canadian coin); Health and Retirement Study; Baseline (sea); Gerontology; Logistic regression; Audiology; Environmental health; Population; Geography","score_opus":0.13692537072277283,"score_gpt":0.3331297346945092,"score_spread":0.19620436397173635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391685365","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9973213,0.0000030856872,0.0021266048,0.00016663251,0.00016168029,0.00007803771,0.0000053872636,0.00006784852,0.00006943855],"genre_scores_gemma":[0.99981964,6.2104016e-7,0.000037858485,0.000038289723,0.000012920575,0.00000418528,0.0000050164867,0.000010677351,0.00007078397],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992093,0.000038789778,0.0002650516,0.00019009087,0.00017795802,0.000118812764],"domain_scores_gemma":[0.9994216,0.0003820882,0.000056180586,0.00007597921,0.000054752454,0.000009383716],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002573748,0.000064267246,0.00008368008,0.00038837397,0.00003667216,0.00007969194,0.000044594744,0.000029386118,0.000011446238],"category_scores_gemma":[0.0007104406,0.000050011105,0.000013066137,0.0014131804,0.000027730406,0.00036079617,0.000018097258,0.00014072748,0.0000011430344],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000017816517,0.000020283844,0.87369233,0.000049032533,0.0000025778568,0.0000045454867,0.0011722846,0.00038295132,0.11798126,0.0059598074,0.0000028371921,0.0007302944],"study_design_scores_gemma":[0.0001050371,0.00002578152,0.95778674,0.0005125847,0.0000017095957,5.723005e-7,0.00009019807,0.0015318189,0.039674483,0.00017651306,0.000031123407,0.00006345517],"about_ca_topic_score_codex":0.00011390975,"about_ca_topic_score_gemma":0.000012808928,"teacher_disagreement_score":0.08409438,"about_ca_system_score_codex":0.000073353855,"about_ca_system_score_gemma":0.00003151314,"threshold_uncertainty_score":0.20393936},"labels":[],"label_agreement":null},{"id":"W4392282286","doi":"10.1093/geroni/igae026","title":"Comparison of Self-Reported and Capacity-Based Measures of Mobility in Community-Dwelling Older Adults in Nigeria: The Mediating Role of Age, Cognitive Status, and Chronic Conditions","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; Impact; University of Toronto; McMaster University; York University","funders":"Directorate for Biological Sciences","keywords":"Gerontology; Cognition; Psychology; Medicine; Psychiatry","score_opus":0.07449690831428314,"score_gpt":0.40963117661868137,"score_spread":0.33513426830439824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392282286","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99790645,0.0007357505,0.00014661335,0.00015391508,0.0000864961,0.0007736496,0.000054264034,0.00003102018,0.00011186756],"genre_scores_gemma":[0.99959606,0.00004050311,0.0001445758,0.00003271506,0.00001411823,0.000107991145,0.000050853945,0.000012181164,0.0000010158362],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99709994,0.00087946473,0.0014206645,0.00016983008,0.00020461708,0.00022548276],"domain_scores_gemma":[0.9954872,0.0034078772,0.0005186187,0.00015472654,0.00041748202,0.00001410652],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027796358,0.00011798639,0.0003945005,0.00059308205,0.0001962534,0.000006889432,0.000064109496,0.00008747778,0.000005642874],"category_scores_gemma":[0.0013263979,0.00010421165,0.00001408367,0.0014462472,0.00024141125,0.00011848805,0.00008012449,0.0009783997,1.6673144e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009343102,0.00015560997,0.8422553,0.0019346061,0.000036363188,7.429644e-7,0.15218669,0.00020541088,0.0024981475,0.00020319961,0.0000030117196,0.0005115623],"study_design_scores_gemma":[0.0011005258,0.00003427215,0.9010034,0.007337076,0.000018019071,1.9412575e-7,0.07971771,0.006952725,0.0030496274,0.0007020682,0.000005147756,0.00007923559],"about_ca_topic_score_codex":0.0033935762,"about_ca_topic_score_gemma":0.02409035,"teacher_disagreement_score":0.07246897,"about_ca_system_score_codex":0.00015453613,"about_ca_system_score_gemma":0.00023552157,"threshold_uncertainty_score":0.99371743},"labels":[],"label_agreement":null},{"id":"W4392644659","doi":"10.1093/geroni/igae034","title":"Shared Activities as a Protective Factor Against Behavioral and Psychological Symptoms of Dementia and Caregiver Stress","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Thompson Rivers University","funders":"National Institute of Nursing Research; National Institute on Aging; National Institutes of Health","keywords":"Dementia; Protective factor; Psychology; Clinical psychology; Stress (linguistics); Psychological stress; Medicine; Internal medicine","score_opus":0.045481642057036115,"score_gpt":0.38259042807651117,"score_spread":0.337108786019475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392644659","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9978155,0.00021288195,0.00026537117,0.00019324414,0.000041435396,0.0004264657,0.00002782971,0.000028506774,0.0009887797],"genre_scores_gemma":[0.99966687,0.00001323548,0.000056566223,0.000055342265,0.00002039883,0.00006958517,0.00003078066,0.0000075736525,0.00007965317],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992704,0.000028251927,0.00018276018,0.00020680204,0.00018987135,0.000121926605],"domain_scores_gemma":[0.99975604,0.000033174096,0.000033988756,0.000053618547,0.000100874095,0.000022281618],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012765257,0.000077727505,0.00011585473,0.00039574513,0.000027832031,0.000052797102,0.000023222425,0.00004178024,0.00008247673],"category_scores_gemma":[0.000032374246,0.00006623696,0.000012694125,0.00046848546,0.0000928628,0.00017320545,0.000044709883,0.0001717165,9.2832045e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012025997,0.00025964453,0.7454507,0.0004493293,0.000109467466,0.0001063174,0.0048278165,3.322832e-7,0.06964926,0.0010519564,0.000030831332,0.17794412],"study_design_scores_gemma":[0.0011717405,0.00067391206,0.97115636,0.0008788419,0.000032058695,0.000017651997,0.0033213634,0.00018252687,0.022041162,0.00034114256,0.00007624755,0.00010701978],"about_ca_topic_score_codex":0.000036312988,"about_ca_topic_score_gemma":0.0000044798508,"teacher_disagreement_score":0.22570568,"about_ca_system_score_codex":0.000031848045,"about_ca_system_score_gemma":0.000029592373,"threshold_uncertainty_score":0.2701065},"labels":[],"label_agreement":null},{"id":"W4397035458","doi":"10.1093/geroni/igae048","title":"War-Related Life Course Stress and Late-Life Subjective Age in Northern Vietnam","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Saint Vincent University","funders":"National Institute on Aging; National Institutes of Health","keywords":"Life course approach; Vietnam War; Course (navigation); Psychology; History; Developmental psychology; Archaeology; Engineering","score_opus":0.04613555425986018,"score_gpt":0.37739963975036667,"score_spread":0.3312640854905065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4397035458","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9847741,0.0021117644,0.00008856938,0.0018327091,0.00040680057,0.00037352025,0.000014360651,0.00010896677,0.010289216],"genre_scores_gemma":[0.99920726,0.000020640187,0.00002273658,0.00019000548,0.000034240977,0.00009963307,0.000047199082,0.00003572879,0.00034254714],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982433,0.00016324599,0.0006062462,0.00039166893,0.00023691174,0.0003586472],"domain_scores_gemma":[0.999336,0.00023543029,0.00007450035,0.00021675236,0.00008860271,0.000048712674],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006791195,0.0001502393,0.00020168304,0.00087202305,0.00004427364,0.000077910925,0.00014515805,0.0001305734,0.00026409558],"category_scores_gemma":[0.00026911104,0.00015619925,0.000017763981,0.0026364366,0.00010200558,0.00017193455,0.00006206017,0.0005779135,0.0001235602],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003580822,0.00019031284,0.9389892,0.00016010735,0.000120701574,0.00032304737,0.028421978,0.00027732452,0.00016243836,0.012862348,0.00018171113,0.018275011],"study_design_scores_gemma":[0.0011111839,0.00003183936,0.9841456,0.00062507344,0.000009191444,0.000006155224,0.007185389,0.0026403135,0.000050315,0.003781758,0.00018002604,0.00023319379],"about_ca_topic_score_codex":0.0007327411,"about_ca_topic_score_gemma":0.0026491797,"teacher_disagreement_score":0.04515635,"about_ca_system_score_codex":0.000084538915,"about_ca_system_score_gemma":0.00012747366,"threshold_uncertainty_score":0.63696206},"labels":[],"label_agreement":null},{"id":"W4399281517","doi":"10.1093/geroni/igae054","title":"A Systematic Review of Effective Interventions and Strategies to Support the Transition of Older Adults From Driving to Driving Retirement/Cessation","year":2024,"lang":"en","type":"review","venue":"Innovation in Aging","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; McGill University; Centre for Interdisciplinary Research in Rehabilitation","funders":"","keywords":"Psychological intervention; Transition (genetics); Psychology; Medicine; Psychiatry; Chemistry","score_opus":0.06433144648048308,"score_gpt":0.4636853707447382,"score_spread":0.3993539242642551,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399281517","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0029701043,0.975669,0.0057269214,0.0008424025,0.00068925956,0.013747167,0.00009249335,0.00007675469,0.0001858658],"genre_scores_gemma":[0.05468773,0.9387703,0.00032838303,0.0003119767,0.0001247927,0.0054626395,0.00017378935,0.000075007025,0.00006536317],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9941473,0.0010997576,0.0036269973,0.000465172,0.00039682578,0.00026396752],"domain_scores_gemma":[0.99606174,0.0012795106,0.0015731221,0.0004238808,0.00063150557,0.000030214615],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0032180632,0.00035116263,0.0019524116,0.001020144,0.00018234743,0.00003220162,0.0002453137,0.00014129952,0.00003706182],"category_scores_gemma":[0.0013404227,0.00024734746,0.00020575499,0.0027763478,0.00004244279,0.00021552484,0.0002303252,0.000626689,0.00002043187],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[9.791269e-7,0.000023277898,0.00019791849,0.9609414,0.0002556659,0.0000011003946,0.02207634,0.0000012036321,0.0000029963494,0.00046356118,0.00028402722,0.015751561],"study_design_scores_gemma":[0.00014269256,0.000050752027,0.0017972877,0.98974377,0.0014130733,8.926387e-7,0.0060750335,0.000011293492,0.0000016350035,0.00014158241,0.0004325674,0.00018939177],"about_ca_topic_score_codex":0.00020201776,"about_ca_topic_score_gemma":0.00080699567,"teacher_disagreement_score":0.051717628,"about_ca_system_score_codex":0.0003142107,"about_ca_system_score_gemma":0.000197826,"threshold_uncertainty_score":0.99999785},"labels":[],"label_agreement":null},{"id":"W4400818086","doi":"10.1093/geroni/igae068","title":"Racial/Ethnic Differences in Loneliness Among Older Adults: The Role of Income and Education as Mediators","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"National Institute on Aging","keywords":"Loneliness; Ethnic group; Psychology; Gerontology; Medicine; Social psychology; Sociology","score_opus":0.015772802197823583,"score_gpt":0.3491325645841497,"score_spread":0.33335976238632614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400818086","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9924258,0.0018803185,0.000013228429,0.0037819177,0.0005631198,0.00018853207,0.0000010241157,0.000018517008,0.001127566],"genre_scores_gemma":[0.99916244,0.00023572234,0.000014153084,0.00031412882,0.00014661865,0.000039301176,0.0000027904655,0.0000041745698,0.000080679325],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991178,0.000091250986,0.0003594859,0.00011128298,0.00017773268,0.00014243418],"domain_scores_gemma":[0.99949336,0.00027588825,0.00007300915,0.00005392086,0.00008596307,0.000017860631],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009833135,0.000050127666,0.00009539538,0.00030067508,0.00008330249,0.000055549375,0.00009078167,0.000052836334,0.0000328399],"category_scores_gemma":[0.0004335934,0.00003877882,0.000008709483,0.0016987807,0.00012456113,0.0002694063,0.00002134438,0.00013520618,0.0000016451185],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000015333287,0.000010264689,0.81211394,0.000090012,0.0000011842092,2.6231783e-7,0.046361536,7.715909e-7,0.0000019524407,0.073612586,0.0000094039415,0.067796536],"study_design_scores_gemma":[0.000069846225,0.0000023949567,0.94267774,0.000640973,0.000001229789,9.9541865e-8,0.043502852,0.0001994305,0.000019883088,0.012394715,0.00044378298,0.0000470524],"about_ca_topic_score_codex":0.014130651,"about_ca_topic_score_gemma":0.009873272,"teacher_disagreement_score":0.13056378,"about_ca_system_score_codex":0.000065475506,"about_ca_system_score_gemma":0.000328781,"threshold_uncertainty_score":0.9924343},"labels":[],"label_agreement":null},{"id":"W4401343476","doi":"10.1093/geroni/igae069","title":"Effect of Soundscape Augmentation on Behavioral Symptoms in People With Dementia: A Pilot Randomized Controlled Trial","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Noise Effects and Management","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Toronto Rehabilitation Institute; University Health Network","funders":"HEAD-Genuit-Stiftung; Universiteit Gent; Toronto Rehabilitation Institute","keywords":"Soundscape; Dementia; Randomized controlled trial; Medicine; Pilot trial; Psychology; Audiology; Physical therapy; Internal medicine; Sound (geography); Geology; Oceanography; Disease","score_opus":0.021010733993020798,"score_gpt":0.39539688423267655,"score_spread":0.37438615023965577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401343476","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9862206,0.00005034706,0.0012836211,0.00030100028,0.001178763,0.009416675,0.0000013360925,0.00006237011,0.0014852885],"genre_scores_gemma":[0.99503064,0.0000044252997,0.000045635432,0.00013242377,0.00010242143,0.004395582,0.000035363784,0.000019825027,0.00023366946],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9970418,0.0011827875,0.0010537244,0.0002186638,0.00028177607,0.00022121474],"domain_scores_gemma":[0.9977019,0.001801008,0.00029858894,0.0001188624,0.00006670674,0.000012926214],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005497617,0.00014468539,0.00071478443,0.0010141367,0.0000783446,0.000023731585,0.00005812044,0.000048770074,0.00011697493],"category_scores_gemma":[0.00017939322,0.00009734574,0.00005043173,0.0012831888,0.000022910039,0.00013843636,0.000029117948,0.00030593836,0.000015151509],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9601538,0.00025838398,0.009974747,0.0007579612,0.00016754947,0.000010257163,0.002401704,0.0002631234,0.0010314075,0.022224836,0.00017256982,0.0025836243],"study_design_scores_gemma":[0.9931609,0.0016777818,0.0010873144,0.0013714727,0.00015913074,1.3690824e-7,0.00019208413,0.0018570714,0.00015004414,0.00018804616,0.000049834485,0.000106163],"about_ca_topic_score_codex":0.00033856207,"about_ca_topic_score_gemma":0.0002363943,"teacher_disagreement_score":0.03300708,"about_ca_system_score_codex":0.00017877492,"about_ca_system_score_gemma":0.00009050228,"threshold_uncertainty_score":0.39696443},"labels":[],"label_agreement":null},{"id":"W4402543856","doi":"10.1093/geroni/igae082","title":"New Evidence of Healthier Aging: Positive Cohort Effects on Verbal Fluency","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"National Institute on Aging; National Institutes of Health","keywords":"Verbal fluency test; Fluency; Psychology; Cohort; Cognitive psychology; Developmental psychology; Gerontology; Medicine; Cognition; Neuroscience; Neuropsychology; Internal medicine; Mathematics education","score_opus":0.02566882306940127,"score_gpt":0.3860104984779587,"score_spread":0.36034167540855744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402543856","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9831457,0.00071591744,0.00294059,0.0061949054,0.00027762356,0.00058161427,0.0000010566885,0.00004999405,0.006092583],"genre_scores_gemma":[0.99742603,0.000043298176,0.0002686744,0.0011401545,0.00014730594,0.000024725738,0.000013682915,0.000012082259,0.00092405087],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987222,0.000057662226,0.0003328381,0.00023467635,0.00044937152,0.0002032855],"domain_scores_gemma":[0.99928874,0.00029150082,0.000045675657,0.00011331851,0.0002185108,0.00004228156],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007764293,0.00008916664,0.00015335377,0.00068896514,0.000027999306,0.00002954377,0.000049644404,0.00003673427,0.00011846746],"category_scores_gemma":[0.00029764176,0.000081647784,0.000024282359,0.0019047596,0.000024976047,0.0001763462,0.000028134122,0.00028728793,0.000045884266],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020218981,0.0000930643,0.68615955,0.0017093585,0.00009884981,0.00025676115,0.0014900018,0.0000040635528,0.051256973,0.010883889,0.0025972086,0.2452481],"study_design_scores_gemma":[0.0007139325,0.00058828085,0.8819263,0.009898186,0.000030624295,0.000014153301,0.00008453237,0.000250089,0.105108924,0.00087578536,0.00041394267,0.000095267635],"about_ca_topic_score_codex":0.00012863593,"about_ca_topic_score_gemma":0.0000016193088,"teacher_disagreement_score":0.24515283,"about_ca_system_score_codex":0.00016973974,"about_ca_system_score_gemma":0.00032893658,"threshold_uncertainty_score":0.33295003},"labels":[],"label_agreement":null},{"id":"W4403300977","doi":"10.1093/geroni/igae094","title":"Gender Selectively Mediates the Association Between Sex and Memory in Cognitively Normal Older Adults","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Toronto Metropolitan University; McGill University; University of British Columbia; University of Northern British Columbia; Baycrest Hospital; Women and Children’s Health Research Institute; University of Alberta","funders":"Canadian Institutes of Health Research; Alberta Innovates; National Institute on Aging; Consortium canadien en neurodégénérescence associée au vieillissement","keywords":"Association (psychology); Psychology; Developmental psychology; Medicine; Clinical psychology; Psychotherapist","score_opus":0.020307621522869548,"score_gpt":0.3161974802320589,"score_spread":0.2958898587091894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403300977","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98992175,0.0001994636,0.00036962988,0.0023408448,0.000061963256,0.00046439434,0.0000063137713,0.000038783008,0.0065968516],"genre_scores_gemma":[0.9986672,0.00002532458,0.00003384747,0.00044881608,0.00019010225,0.000072651615,0.000055641573,0.000012488795,0.0004939659],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99876904,0.000097464945,0.00030675382,0.0002162161,0.00036910104,0.00024142126],"domain_scores_gemma":[0.9992346,0.00039111287,0.000052416824,0.000042764525,0.0002580694,0.000021041189],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015942035,0.00008974197,0.00012512904,0.00060338376,0.000051032333,0.000069569796,0.000035781846,0.00006010817,0.00007147201],"category_scores_gemma":[0.0002910056,0.000070734604,0.000014571263,0.0016643688,0.00003114757,0.00021065035,0.000038398884,0.00038965468,0.0000147665905],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021406064,0.00003122845,0.92561734,0.0001160355,0.000059429225,0.000021939073,0.0047444375,3.9467702e-7,0.000510639,0.00013473278,0.00017254076,0.06856987],"study_design_scores_gemma":[0.001242831,0.00003483203,0.9908807,0.00033526676,0.000024356445,0.000004819583,0.0023335519,0.00060149323,0.0039726156,0.00032357743,0.00017007251,0.00007587936],"about_ca_topic_score_codex":0.000059925867,"about_ca_topic_score_gemma":0.000013612736,"teacher_disagreement_score":0.06849399,"about_ca_system_score_codex":0.00018929433,"about_ca_system_score_gemma":0.00012072049,"threshold_uncertainty_score":0.28844735},"labels":[],"label_agreement":null},{"id":"W4404045518","doi":"10.1093/geroni/igae102","title":"Using Voice-Activated Technologies to Enhance Well-Being of Older Adults in Long-Term Care Homes","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Northwood; Toronto Rehabilitation Institute; University Health Network; Dalhousie University; Brock University","funders":"Mitacs; AGE-WELL","keywords":"Loneliness; Social isolation; Gerontology; ICTS; Long-term care; Independent living; Isolation (microbiology); Information and Communications Technology; Psychology; Term (time); Medicine; Nursing; Social psychology; Psychiatry; Computer science; World Wide Web","score_opus":0.013814356582411608,"score_gpt":0.3350132709110409,"score_spread":0.3211989143286293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404045518","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99348104,0.00045897445,0.0016290009,0.002281985,0.0003209932,0.0004171372,0.0000013541018,0.00065036264,0.00075917935],"genre_scores_gemma":[0.9985373,0.0000354605,0.0012651589,0.00004448601,0.000027594679,0.000032724784,0.000005485966,0.000017229582,0.000034536173],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99853987,0.000044725555,0.00048673523,0.00036185386,0.00023824743,0.00032858105],"domain_scores_gemma":[0.9993988,0.00008541185,0.0001077865,0.00019399023,0.00020265697,0.00001133911],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039582883,0.0001245288,0.00018388833,0.0019542628,0.00009262534,0.000057925787,0.00030001326,0.00020655838,0.000012237794],"category_scores_gemma":[0.00040642987,0.0001398443,0.000018763843,0.0071803997,0.00015597563,0.00041195774,0.000113805654,0.00033165718,0.000009151398],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021672555,0.0000608729,0.5170167,0.0006949372,0.000020995065,0.000086409986,0.19243295,0.00017726624,0.060118597,0.012091072,0.000039297658,0.21723919],"study_design_scores_gemma":[0.00053366355,0.000034989698,0.25452393,0.012682735,0.000009231741,0.0000036323304,0.10269457,0.00030635236,0.62456024,0.003527692,0.00051421486,0.0006087426],"about_ca_topic_score_codex":0.0012434687,"about_ca_topic_score_gemma":0.002972965,"teacher_disagreement_score":0.5644416,"about_ca_system_score_codex":0.0003908082,"about_ca_system_score_gemma":0.00014088146,"threshold_uncertainty_score":0.5702685},"labels":[],"label_agreement":null},{"id":"W4404945194","doi":"10.1093/geroni/igae100","title":"Barriers and Facilitators to Older Adults’ Acceptance of Camera-Based Active and Assisted Living Technologies: A Scoping Review","year":2024,"lang":"en","type":"review","venue":"Innovation in Aging","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trinity College","funders":"Trinity College Dublin; European Commission","keywords":"Assisted living; Psychology; Living lab; Human–computer interaction; Computer science; Gerontology; Medicine","score_opus":0.034258904978159366,"score_gpt":0.38081159916284435,"score_spread":0.346552694184685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404945194","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012559473,0.99411094,0.000110056506,0.0012942386,0.00019243892,0.0024899943,0.00002926142,0.00040034085,0.000116787385],"genre_scores_gemma":[0.0064075855,0.9920671,0.00075360015,0.00018796469,0.000014099747,0.0005112748,0.000005618668,0.000029530673,0.000023226034],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9974847,0.00019954552,0.0010397357,0.0006576169,0.00028337754,0.0003350182],"domain_scores_gemma":[0.9983229,0.0005829427,0.0005237834,0.00029939887,0.00021951174,0.000051475014],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011455708,0.00031119704,0.0011197518,0.0016520818,0.00015603681,0.0000575135,0.00034551686,0.00039832763,0.000021083213],"category_scores_gemma":[0.010275892,0.0002976087,0.000063623,0.006412031,0.0004257242,0.00020983552,0.00020680425,0.0006036062,0.000003100756],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[8.9111984e-7,0.00000477268,0.00028738723,0.06691553,0.000025008512,0.0000040160726,0.002760048,7.836229e-8,5.954336e-7,0.00051076844,0.00009971599,0.9293912],"study_design_scores_gemma":[0.000094596086,0.000014868908,0.00007826351,0.9559419,0.000108292836,0.0000024576009,0.00714488,0.0000029871535,0.00000659449,0.00004682413,0.036216952,0.00034136896],"about_ca_topic_score_codex":0.00019459795,"about_ca_topic_score_gemma":0.0005850085,"teacher_disagreement_score":0.92904985,"about_ca_system_score_codex":0.0003004512,"about_ca_system_score_gemma":0.00084516505,"threshold_uncertainty_score":0.9999476},"labels":[],"label_agreement":null},{"id":"W4405960045","doi":"10.1093/geroni/igae098.1107","title":"“I FEEL LIKE A SOMEBODY AGAIN”: THE ETHICS OF CARE IN A SHELTER FOR OLDER ADULTS FLEEING ABUSE","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Cape Breton University; McMaster University; University of Calgary; Simon Fraser University","funders":"","keywords":"Psychology; Gerontology; Criminology; Medicine","score_opus":0.02855552269977817,"score_gpt":0.3602471140875569,"score_spread":0.3316915913877787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405960045","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9902392,0.0013347593,0.00086197397,0.0048655695,0.0004747582,0.00049442454,0.0000031435075,0.00005328892,0.001672856],"genre_scores_gemma":[0.9984001,0.0001466508,0.00020736775,0.00090803986,0.00014412591,0.000079616824,0.000007462655,0.000011358953,0.000095314266],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.998959,0.00010804492,0.00033087816,0.00017285971,0.00022960803,0.00019960893],"domain_scores_gemma":[0.99904877,0.0005720668,0.000057,0.000101582016,0.00021131626,0.000009244268],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013188184,0.000067326226,0.00009577028,0.0003827803,0.00015117523,0.00007569712,0.00014565646,0.000102005826,0.000010607586],"category_scores_gemma":[0.00021730798,0.000056485707,0.000030044313,0.0020659515,0.00006530973,0.0002036524,0.000017494198,0.00034779354,0.0000022900251],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017458553,0.000020425889,0.0059428075,0.00029925723,0.000009069414,0.0000049404084,0.9370382,0.000049394814,0.00043202456,0.026454395,0.00023182602,0.029500237],"study_design_scores_gemma":[0.004534053,0.00019224879,0.029052805,0.034158006,0.000055955337,0.0000030618069,0.75257176,0.007906915,0.009583652,0.03059243,0.13008642,0.0012626828],"about_ca_topic_score_codex":0.0007359724,"about_ca_topic_score_gemma":0.0073353746,"teacher_disagreement_score":0.18446639,"about_ca_system_score_codex":0.000101114165,"about_ca_system_score_gemma":0.000214841,"threshold_uncertainty_score":0.4093311},"labels":[],"label_agreement":null},{"id":"W4405960060","doi":"10.1093/geroni/igae098.1015","title":"THE EFFECT OF MINDFULNESS-ORIENTED RECOVERY ENHANCEMENT INTERVENTION ON POSTSTROKE COGNITIVE IMPAIRMENT","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health and Wellbeing Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mindfulness; Cognitive impairment; Intervention (counseling); Psychotherapist; Psychology; Cognition; Cognitive Intervention; Clinical psychology; Physical medicine and rehabilitation; Medicine; Psychiatry","score_opus":0.026996010334328066,"score_gpt":0.44612185872850985,"score_spread":0.41912584839418177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405960060","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98540366,0.00010769828,0.0069330093,0.0020446128,0.0015136364,0.0011953202,0.000011531344,0.00003584233,0.0027546685],"genre_scores_gemma":[0.9976598,0.0000065786567,0.000007880886,0.00020670924,0.00012041261,0.00060746964,0.000051329323,0.0000127610165,0.0013270603],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9975991,0.00069567095,0.00081741647,0.00019673226,0.00031847585,0.00037258014],"domain_scores_gemma":[0.99677664,0.0027036539,0.00015906915,0.00012262825,0.00020956762,0.000028462975],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0052453475,0.00009389379,0.00013642618,0.00048611916,0.00030135864,0.000016825132,0.00007414885,0.00007005425,0.00014758382],"category_scores_gemma":[0.0009243444,0.00006419354,0.00003763767,0.0012462867,0.00003604857,0.00009005485,0.00005469049,0.0006327355,0.00014187221],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021172955,0.00014620795,0.08259695,0.004489732,0.000092208174,0.00002076166,0.0037118795,0.000017181621,0.0012069712,0.023601498,0.004667411,0.8773319],"study_design_scores_gemma":[0.017717918,0.016034178,0.19675437,0.10343196,0.00008702667,0.0000056886365,0.019777877,0.009306177,0.56575817,0.012386865,0.057630315,0.001109455],"about_ca_topic_score_codex":0.00016719547,"about_ca_topic_score_gemma":0.000028704797,"teacher_disagreement_score":0.87622243,"about_ca_system_score_codex":0.00037168534,"about_ca_system_score_gemma":0.0001704823,"threshold_uncertainty_score":0.2748956},"labels":[],"label_agreement":null},{"id":"W4405960097","doi":"10.1093/geroni/igae098.0636","title":"CHARACTERISTICS OF BURDEN ASSOCIATED WITH CARING FOR OLDER FAMILY MEMBERS WITH DYSPHAGIA ACROSS TIME","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Dysphagia; Medicine; Gerontology; Psychology; Surgery","score_opus":0.03364895688014051,"score_gpt":0.386638658235632,"score_spread":0.35298970135549146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405960097","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98220474,0.00002011189,0.01039567,0.00063719664,0.0003694958,0.0009978381,0.00003582215,0.0001421935,0.0051969523],"genre_scores_gemma":[0.9927027,0.0000033393092,0.00095737964,0.00030108853,0.000085815795,0.00021894561,0.0001933682,0.00003899997,0.0054983273],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985682,0.00004713369,0.0005832714,0.0002253503,0.00022479206,0.00035129022],"domain_scores_gemma":[0.9989759,0.00026285456,0.00027382598,0.00013461278,0.00033505997,0.000017767168],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010293609,0.00012775262,0.00022443668,0.00025039533,0.000160377,0.000034396344,0.00009321843,0.00007429972,0.00006150116],"category_scores_gemma":[0.00007141226,0.00010461143,0.000014163522,0.001266376,0.0000316014,0.00021861022,0.000056512697,0.0002720991,0.000010723439],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004490679,0.00026604705,0.756235,0.006668823,0.0020346348,0.00008834967,0.089450955,0.0012775927,0.011139544,0.0689103,0.015527013,0.04795266],"study_design_scores_gemma":[0.004335506,0.0001899178,0.93185145,0.007821698,0.00016944573,6.3314127e-7,0.011813685,0.02319059,0.00033613536,0.00042475524,0.019262265,0.00060389366],"about_ca_topic_score_codex":0.00011510203,"about_ca_topic_score_gemma":0.000035823992,"teacher_disagreement_score":0.17561646,"about_ca_system_score_codex":0.00022203161,"about_ca_system_score_gemma":0.00015724036,"threshold_uncertainty_score":0.426593},"labels":[],"label_agreement":null},{"id":"W4405960109","doi":"10.1093/geroni/igae098.1013","title":"DOES COGNITIVE RESERVE MODERATE THE RELATIONSHIP BETWEEN STROKE SEVERITY AND COGNITIVE FUNCTION?","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cognitive reserve; Cognition; Stroke (engine); Psychology; Medicine; Physical medicine and rehabilitation; Neuroscience; Cognitive impairment; Engineering","score_opus":0.0852074609784903,"score_gpt":0.33869326310283565,"score_spread":0.25348580212434535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405960109","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9755261,0.0028488478,0.0015427311,0.017121172,0.00019473044,0.0003182696,0.000038938026,0.00008678813,0.0023224575],"genre_scores_gemma":[0.9963972,0.000016033753,0.00003225427,0.0018523966,0.00023091474,0.000037541988,0.000042084517,0.0000111012405,0.001380474],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99919116,0.00006315151,0.00026745567,0.00020718889,0.0001587473,0.00011227053],"domain_scores_gemma":[0.99801564,0.0015197939,0.000042968488,0.00006655614,0.00033900506,0.000016012396],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005286257,0.00009028197,0.00017037377,0.000248552,0.00020037594,0.000066464876,0.000018949118,0.00005366433,0.000017671055],"category_scores_gemma":[0.00060099224,0.000050095397,0.000017932136,0.0007421191,0.000090127556,0.00017999239,0.000046888854,0.00039729621,0.000010424979],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009136267,0.000013839695,0.98594934,0.00010174651,0.0002878041,0.000018598588,0.002227643,5.490234e-7,0.000060914455,0.0026282251,0.00087260484,0.00774736],"study_design_scores_gemma":[0.0006114358,0.000031314834,0.98719895,0.0007530258,0.0005400561,0.0000085179845,0.0030873783,0.00030582197,0.0003144291,0.0052433973,0.0018181135,0.000087540095],"about_ca_topic_score_codex":0.000206222,"about_ca_topic_score_gemma":0.00013520166,"teacher_disagreement_score":0.020871133,"about_ca_system_score_codex":0.000009218939,"about_ca_system_score_gemma":0.00006121107,"threshold_uncertainty_score":0.2042831},"labels":[],"label_agreement":null},{"id":"W4405960131","doi":"10.1093/geroni/igae098.1586","title":"ASSESSING AGE INCLUSIVITY USING THE AGE-FRIENDLY INVENTORY AND CAMPUS CLIMATE SURVEY","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geography; Environmental science; Psychology","score_opus":0.2697840003141523,"score_gpt":0.47796571983186326,"score_spread":0.20818171951771097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405960131","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99264145,0.00014168235,0.00073842297,0.00088725874,0.0007487893,0.00019223841,0.0000029191615,0.000066410736,0.004580816],"genre_scores_gemma":[0.9993625,0.000032894088,0.00014910483,0.00023732483,0.00013999907,0.000008229509,0.000012036964,0.000009544821,0.00004835075],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99834764,0.00049126585,0.0003392921,0.00023218401,0.00031870452,0.00027089045],"domain_scores_gemma":[0.9994768,0.00022197598,0.000079445446,0.0001235337,0.00007791332,0.00002034261],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006872288,0.0000853867,0.00010120935,0.00017309227,0.00066936633,0.0007510565,0.00012107406,0.000049808208,0.000017089817],"category_scores_gemma":[0.00047012788,0.00007227861,0.000016649066,0.0015070939,0.0003117353,0.00057930703,0.0001370635,0.00018317669,0.0000020453],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002477233,0.000029155975,0.9352073,0.000096626565,0.000009652609,0.00002041049,0.027311163,0.000051947143,0.0009469648,0.025743559,0.000184339,0.0103964005],"study_design_scores_gemma":[0.0002670692,0.000015054884,0.94455516,0.0005279486,0.000018095885,0.0000020075715,0.02063428,0.003875228,0.00014149862,0.017667603,0.0119096935,0.00038636982],"about_ca_topic_score_codex":0.008975049,"about_ca_topic_score_gemma":0.011855676,"teacher_disagreement_score":0.011725354,"about_ca_system_score_codex":0.0003545557,"about_ca_system_score_gemma":0.00013817502,"threshold_uncertainty_score":0.9976243},"labels":[],"label_agreement":null},{"id":"W4405960140","doi":"10.1093/geroni/igae098.0456","title":"THE CULTURE OF FAMILY CAREGIVING OF OLDER ADULTS AMONG AFRICAN AND AFRO-CARIBBEAN IMMIGRANTS TO THE US AND CANADA","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Immigration; Afro-Caribbean; Gerontology; Gender studies; Sociology; History; Medicine; Political science","score_opus":0.007260525330258259,"score_gpt":0.24956698361079926,"score_spread":0.242306458280541,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405960140","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99479645,0.0015992566,0.00006425967,0.0021644381,0.0001947033,0.00016990786,0.000007600694,0.000009202135,0.0009941536],"genre_scores_gemma":[0.9994869,0.00014928023,0.000020579886,0.00008723369,0.000069297064,0.000010458273,0.0000012094359,0.0000036680426,0.00017137614],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9992921,0.000048884318,0.00021666003,0.000112554895,0.00021299983,0.00011681023],"domain_scores_gemma":[0.99957937,0.00012239678,0.00007520328,0.000065662614,0.00014355985,0.00001381694],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055031385,0.00005571404,0.00008057693,0.000078559286,0.00031619606,0.00005855165,0.0000831673,0.000019802555,9.4232763e-7],"category_scores_gemma":[0.00013324273,0.00003508587,0.00000786274,0.00081672653,0.00012575109,0.000075089505,0.000029784243,0.000075953765,4.8906728e-8],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000021212918,0.0000020766115,0.13759935,0.00003359497,0.0000139627455,8.769751e-7,0.8485219,0.0000081234875,0.00006183894,0.004236391,0.0047868337,0.004732929],"study_design_scores_gemma":[0.000077960896,0.0000053944145,0.80475485,0.0002536106,0.000006423125,1.8694807e-7,0.18247643,0.000120541015,0.00006958445,0.000251044,0.011919412,0.000064580934],"about_ca_topic_score_codex":0.92938095,"about_ca_topic_score_gemma":0.9802823,"teacher_disagreement_score":0.6671555,"about_ca_system_score_codex":0.000038052327,"about_ca_system_score_gemma":0.00012123043,"threshold_uncertainty_score":0.24319564},"labels":[],"label_agreement":null},{"id":"W4405960148","doi":"10.1093/geroni/igae098.0801","title":"THE TEMPORAL SEQUENCE OF FRAILTY, SOCIAL ISOLATION, AND LONELINESS IN OLDER ADULTS ACROSS 21 YEARS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Loneliness; Social isolation; Gerontology; Isolation (microbiology); Sequence (biology); Psychology; Medicine; Biology; Psychiatry; Genetics; Bioinformatics","score_opus":0.03499927854950011,"score_gpt":0.3570231857212008,"score_spread":0.3220239071717007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405960148","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99233437,0.00026683215,0.0006325775,0.0061396197,0.00023813828,0.00023687934,0.000010796348,0.000036035137,0.00010477786],"genre_scores_gemma":[0.99909633,0.000017539742,0.00029478766,0.00019098532,0.0001235704,0.000018201426,0.000037965903,0.0000141762075,0.00020643398],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989166,0.000024522624,0.00051362795,0.00018422656,0.00019715588,0.00016381526],"domain_scores_gemma":[0.999497,0.00012656188,0.00008106834,0.000104665254,0.00017949202,0.000011220175],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005938565,0.00007948861,0.00013086358,0.00020365162,0.000047771926,0.000045889126,0.0000604688,0.00006921459,0.00000893603],"category_scores_gemma":[0.00025841838,0.00006886631,0.0000139843205,0.0016056217,0.00011429151,0.00016943114,0.000042887816,0.00024774126,0.0000034128525],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014355479,0.00008615809,0.6552272,0.0008050191,0.000031285756,0.00010484168,0.054875977,0.00005058297,0.009549821,0.005438587,0.0017156278,0.27197137],"study_design_scores_gemma":[0.001564477,0.000022384751,0.98205584,0.0015737121,0.000004623098,0.000023520543,0.002823488,0.008355964,0.0005748377,0.0012570368,0.001621565,0.00012253926],"about_ca_topic_score_codex":0.00030397988,"about_ca_topic_score_gemma":0.00023476065,"teacher_disagreement_score":0.3268287,"about_ca_system_score_codex":0.0000751901,"about_ca_system_score_gemma":0.00008480108,"threshold_uncertainty_score":0.28082868},"labels":[],"label_agreement":null},{"id":"W4405960156","doi":"10.1093/geroni/igae098.1012","title":"INSTRUMENTAL ACTIVITIES OF DAILY LIVING (IADLS) PREDICT PLASMA NFL LEVELS IN OLDER ADULTS WITHOUT DEMENTIA","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Long-Term Effects of COVID-19","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dementia; Activities of daily living; Gerontology; Psychology; Medicine; Internal medicine; Psychiatry; Disease","score_opus":0.014313498982748328,"score_gpt":0.2984969507316865,"score_spread":0.28418345174893817,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405960156","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99636686,0.00012683027,0.0006473472,0.0006915513,0.00040665903,0.0005555586,0.000009966891,0.00010765692,0.00108755],"genre_scores_gemma":[0.99854887,0.000005411091,0.000825162,0.00029821147,0.000106156716,0.000055005406,0.00002538057,0.000031851705,0.00010395863],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984365,0.0000512242,0.0006257312,0.0002934969,0.00035700385,0.00023603727],"domain_scores_gemma":[0.99926347,0.00034199463,0.00012961696,0.00017777014,0.00005854006,0.000028630971],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006715271,0.00015896322,0.0002566033,0.0012684135,0.000026920148,0.000047868667,0.00009075679,0.000081628095,0.0000966291],"category_scores_gemma":[0.00038586633,0.0001600338,0.000031467633,0.0013618489,0.000060494644,0.00055537856,0.00008548061,0.0003138753,0.0000060223338],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000075610515,0.00010814325,0.94891113,0.0019560908,0.00007683397,0.00006182895,0.008028997,0.000056228724,0.01698847,0.0010031667,0.00014088409,0.022592595],"study_design_scores_gemma":[0.002827689,0.00011975254,0.93506455,0.01680524,0.000042512576,0.000040818886,0.0018665093,0.014222991,0.028500613,0.00015212467,0.00012857556,0.00022862907],"about_ca_topic_score_codex":0.00014952618,"about_ca_topic_score_gemma":0.000069448506,"teacher_disagreement_score":0.022363966,"about_ca_system_score_codex":0.00024765253,"about_ca_system_score_gemma":0.0002097878,"threshold_uncertainty_score":0.6525989},"labels":[],"label_agreement":null},{"id":"W4405960173","doi":"10.1093/geroni/igae098.0918","title":"ENHANCING EQUITY TO QUALITY CARE FOR PERSONS WITH DEMENTIA IN RURAL COMMUNITIES THROUGH IMPLEMENTATION OF AGETECH","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; University of Northern British Columbia","funders":"","keywords":"Dementia; General partnership; Aging in place; Context (archaeology); Documentation; Public relations; Equity (law); Quality of life (healthcare); Business; Psychology; Nursing; Gerontology; Medicine; Political science; Geography","score_opus":0.06365908174568741,"score_gpt":0.37420435549230885,"score_spread":0.31054527374662144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405960173","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9506658,0.00006137124,0.04576441,0.00076721713,0.00015405743,0.0004973194,0.0000054964717,0.000079130616,0.0020052171],"genre_scores_gemma":[0.99368775,0.0000014959195,0.005353872,0.00054978154,0.00005861322,0.00020052132,0.00012648081,0.000012965694,0.000008544664],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9990059,0.000013894038,0.000512315,0.00010795119,0.00014167612,0.00021826144],"domain_scores_gemma":[0.99945563,0.000045436755,0.00014042799,0.00009444648,0.00026262732,0.0000014479764],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001019356,0.00010148839,0.00015235315,0.0006891483,0.00013193794,0.000079497164,0.00013968046,0.000053672018,0.00001924469],"category_scores_gemma":[0.00004227254,0.00010291872,0.000015373915,0.002595958,0.00005051557,0.00060218945,0.0001665035,0.00015783442,0.0000013985248],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022351629,0.000021059524,0.17889903,0.0012063513,0.000040989904,0.0000010679563,0.043990623,0.00003734895,0.0025155165,0.7394406,0.00007350604,0.033751514],"study_design_scores_gemma":[0.0010374961,0.000031429616,0.1315296,0.001122926,0.000026177227,4.1026487e-7,0.80563146,0.00022720276,0.022935277,0.032543816,0.004477807,0.0004363822],"about_ca_topic_score_codex":0.0028264914,"about_ca_topic_score_gemma":0.005780046,"teacher_disagreement_score":0.76164085,"about_ca_system_score_codex":0.0001701201,"about_ca_system_score_gemma":0.000056925535,"threshold_uncertainty_score":0.42728284},"labels":[],"label_agreement":null},{"id":"W4405960190","doi":"10.1093/geroni/igae098.1190","title":"KINLESS OLDER ADULTS WITH DEMENTIA: QUALITATIVE ANALYSIS OF DATA FROM THE ADULT CHANGES IN THOUGHT STUDY","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Dementia; Spouse; Gerontology; Cohort; Qualitative research; Cohort study; Medical record; Psychology; Affect (linguistics); Medicine; Disease","score_opus":0.0448318952496159,"score_gpt":0.39062579952890303,"score_spread":0.34579390427928713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405960190","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9938316,0.000144159,0.0029162068,0.0022443675,0.00014016057,0.00019582704,0.00007120467,0.000011912888,0.0004445832],"genre_scores_gemma":[0.99915206,0.00001742784,0.00024606352,0.00019553538,0.00007883838,0.000028671677,0.00023289278,0.000005148966,0.000043380514],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.998789,0.0002516164,0.0002816174,0.00023538787,0.0003406079,0.00010174324],"domain_scores_gemma":[0.99915797,0.00032705432,0.00008842304,0.0001756886,0.0002451554,0.000005699804],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016382702,0.000059606078,0.000114928705,0.00041520983,0.00008371161,0.00008809651,0.00026996466,0.000023559578,0.00003691748],"category_scores_gemma":[0.0001094417,0.000043763976,0.000011081561,0.0048006717,0.00004759941,0.00024877276,0.00006685941,0.00010248801,7.0099736e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013194749,0.000079688194,0.23574138,0.000012562823,0.0004964025,0.0000057563666,0.6480174,0.00045731472,0.0000633764,0.1117588,0.00013440635,0.0032197444],"study_design_scores_gemma":[0.00028458837,0.000016345088,0.20171657,0.0004423602,0.00014262238,2.6448214e-8,0.7525039,0.043996077,0.00001890302,0.00054853887,0.00020906393,0.0001210151],"about_ca_topic_score_codex":0.014607708,"about_ca_topic_score_gemma":0.39321616,"teacher_disagreement_score":0.37860847,"about_ca_system_score_codex":0.000058240632,"about_ca_system_score_gemma":0.00006947396,"threshold_uncertainty_score":0.9919541},"labels":[],"label_agreement":null},{"id":"W4405960194","doi":"10.1093/geroni/igae098.1441","title":"INVESTIGATING ETHICAL DIMENSIONS AND TENSIONS WITH RESPECT TO THE USE OF RTLS IN DEMENTIA CARE","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Wilfrid Laurier University; Brock University","funders":"","keywords":"Real-time locating system; Autonomy; Psychological intervention; Perception; Health care; Psychology; Nursing; Control (management); Dementia; Medicine; Applied psychology; Political science; Computer science","score_opus":0.11785978366844438,"score_gpt":0.41745442475459144,"score_spread":0.2995946410861471,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405960194","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97745407,0.00029105498,0.000352419,0.021057416,0.0002995628,0.00036557732,0.000005424055,0.000036204023,0.00013829961],"genre_scores_gemma":[0.9952653,0.000007692979,0.0030933805,0.0014831171,0.000051144372,0.0000393733,0.000010819566,0.000011783476,0.00003738925],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99886936,0.00018396485,0.00044696513,0.00017326298,0.00015008313,0.00017637735],"domain_scores_gemma":[0.99880624,0.00075632014,0.00006473378,0.0001415407,0.00020850271,0.000022685936],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006449555,0.0000690263,0.00011918084,0.00051992905,0.00019522739,0.000021203945,0.00004298551,0.000092204624,0.000009801934],"category_scores_gemma":[0.0006622476,0.000046923782,0.000007921858,0.002564863,0.000044235807,0.00007717281,0.000070181464,0.0007499217,0.000003809534],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037215865,0.000020196987,0.6726627,0.00059851183,0.000035258425,0.000026456346,0.24363689,0.0013770123,0.009688095,0.042322982,0.018526206,0.011068507],"study_design_scores_gemma":[0.0010057081,0.00013566465,0.8514016,0.010669905,0.00006244336,0.000007824473,0.08765043,0.002118846,0.00053325883,0.002374861,0.04369517,0.00034422823],"about_ca_topic_score_codex":0.0010127337,"about_ca_topic_score_gemma":0.0020285703,"teacher_disagreement_score":0.17873898,"about_ca_system_score_codex":0.00007065351,"about_ca_system_score_gemma":0.00019114991,"threshold_uncertainty_score":0.32580784},"labels":[],"label_agreement":null},{"id":"W4405960263","doi":"10.1093/geroni/igae098.1446","title":"HAPPINESS IN CONVENTIONAL VERSUS RETIREMENT HOMES: IMPORTANCE OF THRIVING AND COMMUNITY INTEGRATION","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cegep de Victoriaville; University of Ottawa; Concordia University; Université de Sherbrooke","funders":"","keywords":"Happiness; Thriving; Psychology; Gerontology; Social psychology; Medicine","score_opus":0.1214999595097893,"score_gpt":0.432597084866551,"score_spread":0.3110971253567617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405960263","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.990363,0.000470985,0.0023930294,0.0008205552,0.0004219643,0.00009134726,0.0000016973288,0.000023798171,0.005413638],"genre_scores_gemma":[0.99956596,0.0000043139376,0.00013479708,0.00003385441,0.000020378287,0.000027813887,0.000027496946,0.000005379927,0.00017997941],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991151,0.00019001584,0.00035713514,0.00012547414,0.00009658134,0.00011566598],"domain_scores_gemma":[0.99947214,0.0002707065,0.000057461246,0.00012074724,0.000071999595,0.00000694573],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016044094,0.00005649681,0.000099356046,0.00047699187,0.00004366298,0.000017540237,0.00006848257,0.000050289364,0.00011064282],"category_scores_gemma":[0.00014193568,0.00005743415,0.000008814128,0.0009050397,0.000086647146,0.0001003104,0.000033720713,0.00046011878,0.0000038657226],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010545747,0.00012373901,0.6864898,0.00017685222,0.000037111302,0.000020772848,0.017779514,0.000009430859,0.0011622515,0.27219284,0.00033243565,0.02156979],"study_design_scores_gemma":[0.0013577441,0.0000775623,0.97000057,0.0007116291,0.0000038248204,0.0000062320346,0.018222408,0.0034718746,0.0001673673,0.005657068,0.0002018461,0.00012189853],"about_ca_topic_score_codex":0.000499475,"about_ca_topic_score_gemma":0.0007199748,"teacher_disagreement_score":0.28351074,"about_ca_system_score_codex":0.000072203606,"about_ca_system_score_gemma":0.000032293003,"threshold_uncertainty_score":0.23420967},"labels":[],"label_agreement":null},{"id":"W4405960271","doi":"10.1093/geroni/igae098.1498","title":"BUILDING INCLUSIVE COMMUNITIES FOR PEOPLE WITH DEMENTIA: TAKING THE LEAD FROM LIVED EXPERIENCE","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria; University of British Columbia","funders":"","keywords":"Lead (geology); Dementia; Psychology; Medicine; Geology","score_opus":0.04594277592185781,"score_gpt":0.3008173670713024,"score_spread":0.2548745911494446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405960271","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86758864,0.00012492217,0.1262174,0.0029884907,0.0003863456,0.00031686548,0.0000013118191,0.0001749861,0.0022010459],"genre_scores_gemma":[0.9914022,0.0000026330442,0.006187744,0.0017058584,0.00029022834,0.0003250397,0.00004640968,0.00001949274,0.00002041444],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9991607,0.00001116162,0.0003198378,0.00016629776,0.0001435326,0.00019844162],"domain_scores_gemma":[0.99928045,0.00016120484,0.0001894342,0.00013429798,0.00023347927,0.0000011133216],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00067166745,0.0001237857,0.00012443536,0.00043533454,0.0005733008,0.00030104828,0.00029023545,0.000061697174,0.0000348012],"category_scores_gemma":[0.000108225766,0.00009575958,0.000015356933,0.002406113,0.00013091325,0.0006589706,0.00027548886,0.00027380374,0.0000054265265],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001532275,0.000018707215,0.060495466,0.00010682959,0.0000814977,0.0000036245594,0.024369365,0.00006643131,0.000869177,0.89311284,0.00022462108,0.020636143],"study_design_scores_gemma":[0.0016893992,0.000027108614,0.15447822,0.0024697674,0.000117434014,0.000004370513,0.3065903,0.06645431,0.007623802,0.38984567,0.06931787,0.0013817642],"about_ca_topic_score_codex":0.00084913144,"about_ca_topic_score_gemma":0.00036319759,"teacher_disagreement_score":0.50326717,"about_ca_system_score_codex":0.000077616176,"about_ca_system_score_gemma":0.000031818716,"threshold_uncertainty_score":0.44094244},"labels":[],"label_agreement":null},{"id":"W4405960273","doi":"10.1093/geroni/igae098.1306","title":"STRUCTURAL STRESSORS, PERCEIVED NEIGHBORHOOD CONTEXT, AND COGNITIVE FUNCTION IN BLACK MIDLIFE AND OLDER ADULTS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Stressor; Psychology; Cognition; Context (archaeology); Gerontology; Social stress; Structural equation modeling; Population; Demography; Developmental psychology; Clinical psychology; Medicine; Psychiatry; Geography","score_opus":0.022667486129276767,"score_gpt":0.3274256363087243,"score_spread":0.3047581501794475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405960273","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9933099,0.00071988103,0.000039979677,0.0043231403,0.00030661243,0.00022212579,0.00000674837,0.00003342843,0.0010381722],"genre_scores_gemma":[0.99809194,0.00008140439,0.000009444847,0.001582881,0.00011014621,0.000010057138,0.000011993992,0.000005833924,0.0000963106],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99917275,0.00007137517,0.0002565454,0.00018093991,0.00012423056,0.0001941676],"domain_scores_gemma":[0.9996258,0.0002044701,0.00003688312,0.000026309343,0.00007625986,0.000030249304],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036451462,0.000067777306,0.00009778884,0.00024325802,0.00011913599,0.00012650731,0.00002519313,0.000060079114,0.00006187349],"category_scores_gemma":[0.0002241022,0.000066893306,0.0000067847295,0.00064891455,0.00010783437,0.00034185388,0.000016019265,0.00015855893,0.0000018981389],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002587316,0.000005743824,0.78203064,0.00022015595,0.000006785171,0.000006400469,0.0777699,0.0000018355208,0.0000054118927,0.061774485,0.00008478806,0.07806801],"study_design_scores_gemma":[0.0004810972,0.000007613011,0.93667525,0.00078628305,0.0000037240989,4.1988693e-7,0.058777936,0.0013325869,0.0000022218953,0.001551241,0.0003019764,0.00007963666],"about_ca_topic_score_codex":0.0053207846,"about_ca_topic_score_gemma":0.0067873634,"teacher_disagreement_score":0.15464465,"about_ca_system_score_codex":0.000056730816,"about_ca_system_score_gemma":0.000078957884,"threshold_uncertainty_score":0.804347},"labels":[],"label_agreement":null},{"id":"W4405960280","doi":"10.1093/geroni/igae098.0538","title":"KNOWLEDGE MOBILIZATION TO DEVELOP DEMENTIA-INCLUSIVE COMMUNITIES IN THE DEMSCAPE PROJECT","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Alzheimer Society of Canada; Simon Fraser University","funders":"","keywords":"Dementia; Mobilization; Medicine; Political science; Disease; Pathology","score_opus":0.04668331998818958,"score_gpt":0.37382381445883023,"score_spread":0.32714049447064064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405960280","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96042144,0.00042183395,0.0057291584,0.012880124,0.00042796336,0.0009579856,0.000002035087,0.00032246055,0.018837001],"genre_scores_gemma":[0.9982581,0.00002555338,0.00078130956,0.0005461507,0.000055691944,0.00020203793,0.000016689883,0.000009122845,0.00010534991],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9988717,0.00027528327,0.0003285975,0.00013358837,0.00017826215,0.00021257701],"domain_scores_gemma":[0.9993037,0.00025952313,0.00003990055,0.0001399476,0.00025061902,0.000006330686],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023607956,0.00007381296,0.00007241408,0.0011244186,0.00026942423,0.00012916936,0.00035644905,0.00007569385,0.000018027697],"category_scores_gemma":[0.00056104717,0.000066238914,0.0000071760683,0.010563539,0.00009860788,0.00027678892,0.00011636626,0.00023857366,0.000026561194],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000032265834,0.00004083236,0.03786573,0.000036802627,0.0000103200955,0.0000055504715,0.6297458,0.000052920295,0.00015970689,0.2902328,0.0026087484,0.039237592],"study_design_scores_gemma":[0.00054218335,0.00003086274,0.027932683,0.00096276985,0.000012240003,0.0000038563157,0.50031793,0.0017506909,0.00077359064,0.022579843,0.4446875,0.00040586322],"about_ca_topic_score_codex":0.0022728585,"about_ca_topic_score_gemma":0.04784036,"teacher_disagreement_score":0.44207874,"about_ca_system_score_codex":0.00023183718,"about_ca_system_score_gemma":0.0004021065,"threshold_uncertainty_score":0.9695341},"labels":[],"label_agreement":null},{"id":"W4405960292","doi":"10.1093/geroni/igae098.0957","title":"CO-CREATING A VIRTUAL REALITY IN HOSPITAL WITH PATIENT AND FAMILY PARTNERS AND STAFF FOR OLDER ADULTS WITH DEMENTIA","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; Simon Fraser University; University of British Columbia","funders":"","keywords":"Dementia; Psychosocial; Focus group; General partnership; Qualitative research; Nursing; Psychology; Medicine; Psychiatry; Disease","score_opus":0.010190524040611366,"score_gpt":0.29764276917643284,"score_spread":0.28745224513582146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405960292","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99573624,0.0001988958,0.002298915,0.00064220803,0.000051640218,0.0006048379,0.0000069597,0.000028374408,0.00043191935],"genre_scores_gemma":[0.9980973,0.000011988659,0.0015989973,0.00011112427,0.00002249083,0.00008510938,0.000039487673,0.000011532687,0.000021964643],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99927765,0.000014551191,0.0002596435,0.00021399745,0.000120866316,0.00011330898],"domain_scores_gemma":[0.9996648,0.00012473762,0.000049747312,0.00005382524,0.00008670048,0.000020227255],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020610102,0.00008070279,0.00012189293,0.00030634328,0.00002857889,0.00003485762,0.000009597564,0.000029452383,0.000002584634],"category_scores_gemma":[0.000061959676,0.000059653124,0.000007427864,0.0004913921,0.000051844792,0.00012598385,0.0000060098655,0.00009421397,1.8362697e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005764981,0.00018316605,0.8430693,0.00090234104,0.000085998276,0.000028711533,0.030032976,0.000081362195,0.00064502243,0.0031667156,0.00032057293,0.12090733],"study_design_scores_gemma":[0.0056132204,0.0020240261,0.9371956,0.004793097,0.00003702455,0.000016923728,0.041640673,0.0068508727,0.00047419098,0.00008678693,0.0010383299,0.00022927437],"about_ca_topic_score_codex":0.00006340803,"about_ca_topic_score_gemma":0.000026437508,"teacher_disagreement_score":0.12067805,"about_ca_system_score_codex":0.000050902552,"about_ca_system_score_gemma":0.000060491402,"threshold_uncertainty_score":0.24325839},"labels":[],"label_agreement":null},{"id":"W4405960301","doi":"10.1093/geroni/igae098.0624","title":"ETHNICITY AND WELL-BEING AMONG OLDER IMMIGRANTS IN DIVERSE SOCIOCULTURAL CONTEXTS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sociocultural evolution; Ethnic group; Immigration; Sociology; Psychology; Geography; Anthropology","score_opus":0.039639527467921966,"score_gpt":0.39326717583008963,"score_spread":0.35362764836216765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405960301","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9898678,0.00026655864,0.000050250233,0.004400869,0.0005284375,0.00030481737,0.0000013421887,0.000082908744,0.004497002],"genre_scores_gemma":[0.9973433,0.00005512927,0.000017611048,0.00073359115,0.00010622829,0.00004913632,0.000010028609,0.000010160129,0.0016747967],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988912,0.00010678935,0.000446023,0.00019507077,0.00011040573,0.0002505342],"domain_scores_gemma":[0.9996071,0.00018186476,0.00006479675,0.00005642477,0.00007678436,0.000013016128],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00069204427,0.000096532305,0.00014112232,0.0003177329,0.00026210802,0.000017949393,0.00004293272,0.00008221844,0.00007313583],"category_scores_gemma":[0.00007915812,0.000083007944,0.000013167062,0.0008172061,0.000052920983,0.00028577106,0.000097588716,0.00049611134,0.00002864666],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003355217,0.0000065730583,0.92898554,0.00015002672,0.000009263143,0.000013181411,0.05693443,0.0000016181218,0.00018260279,0.008971933,0.0011386628,0.0036028363],"study_design_scores_gemma":[0.00049239345,0.0000041693347,0.98265314,0.0011683974,0.000003581679,2.0565366e-7,0.012347799,0.00017440005,0.0000310619,0.0020121436,0.0010110501,0.0001016835],"about_ca_topic_score_codex":0.002059799,"about_ca_topic_score_gemma":0.0023869055,"teacher_disagreement_score":0.053667597,"about_ca_system_score_codex":0.00011516965,"about_ca_system_score_gemma":0.000023068389,"threshold_uncertainty_score":0.3384966},"labels":[],"label_agreement":null},{"id":"W4405960326","doi":"10.1093/geroni/igae098.0099","title":"SOCIAL PARTICIPATION OF TRANSGENDER BABY BOOMERS IN QUÉBEC: RESULTS FROM A CASE STUDY OF ACTIVISTS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Baby boomers; Transgender; Sociology; Gender studies; Political science; Demographic economics; Economics","score_opus":0.3387813944076312,"score_gpt":0.5242182607977118,"score_spread":0.1854368663900806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405960326","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9954494,0.000026211057,0.00014415599,0.0027020955,0.0002682018,0.0001705124,0.0000065597346,0.000018407272,0.0012144487],"genre_scores_gemma":[0.99957025,0.0000038596127,0.00009265635,0.000026802712,0.00021941742,0.00003125517,0.000018367658,0.000005376987,0.000032000513],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9986796,0.00031754363,0.00055638753,0.00015942816,0.00017689454,0.000110174005],"domain_scores_gemma":[0.99886996,0.0008039009,0.00013688648,0.000051542833,0.00012837688,0.000009319153],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023465748,0.00005145235,0.00011298541,0.0003508655,0.000093419774,0.000013893089,0.000055365766,0.00005425469,0.000013991243],"category_scores_gemma":[0.0005332373,0.000058759724,0.000015316109,0.0015010084,0.00017133293,0.00018937509,0.0000049348773,0.00012217899,5.915852e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009439318,0.00018492524,0.049475547,0.000015520993,0.000018631574,0.000007258982,0.9353792,0.00008517009,0.0003498289,0.009376281,0.00004307102,0.0050551225],"study_design_scores_gemma":[0.0006287208,0.000023823091,0.10753694,0.00006473727,0.000010056804,5.437133e-7,0.88928944,0.00023330662,0.00011219237,0.001708269,0.0003084371,0.00008353627],"about_ca_topic_score_codex":0.09123392,"about_ca_topic_score_gemma":0.047895998,"teacher_disagreement_score":0.058061395,"about_ca_system_score_codex":0.00012432314,"about_ca_system_score_gemma":0.0003748822,"threshold_uncertainty_score":0.9694774},"labels":[],"label_agreement":null},{"id":"W4405960351","doi":"10.1093/geroni/igae098.0638","title":"DEPENDS ON WHO YOU ASK: DISCORDANCE IN REPORTING SPOUSAL CARE BETWEEN WOMEN AND MEN ACROSS EUROPEAN WELFARE STATES","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Social Policy and Reform Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University; Western University","funders":"","keywords":"Ask price; Welfare; Demographic economics; Psychology; Economics; Political science; Law; Economy","score_opus":0.036844591946493546,"score_gpt":0.3852901380705863,"score_spread":0.3484455461240928,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405960351","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96766186,0.00011737078,0.000009241789,0.004987799,0.00015380715,0.00010584662,0.00001274879,0.000075353615,0.026875999],"genre_scores_gemma":[0.9989596,0.000057668025,0.000015688312,0.00009992003,0.0004164568,0.000014662761,0.000011934344,0.000013412953,0.00041067458],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99858063,0.00009571006,0.00057830266,0.0002228033,0.00017771742,0.00034481907],"domain_scores_gemma":[0.9995886,0.00007027925,0.00020040254,0.00006133943,0.000058089037,0.000021287333],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019421104,0.00008923191,0.00015448558,0.00018559488,0.00048527002,0.00016727863,0.000080789134,0.000035702848,0.000002355931],"category_scores_gemma":[0.0004653534,0.000078740675,0.000012277169,0.0013914476,0.00012340731,0.00024577515,0.000075761156,0.00021911749,0.000002255101],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000032459977,0.000004062183,0.4300378,0.000056541434,0.0000100903035,0.000035101875,0.49099904,0.000017309943,0.000016194435,0.011277214,0.000031043513,0.067512356],"study_design_scores_gemma":[0.00016662345,0.000017102764,0.67645955,0.00028149266,0.0000015094662,4.1541077e-7,0.31179076,0.000016261725,0.00004068718,0.0054256585,0.005637284,0.00016264929],"about_ca_topic_score_codex":0.0023809683,"about_ca_topic_score_gemma":0.0012909936,"teacher_disagreement_score":0.24642174,"about_ca_system_score_codex":0.00025293085,"about_ca_system_score_gemma":0.000038358405,"threshold_uncertainty_score":0.37323537},"labels":[],"label_agreement":null},{"id":"W4405960362","doi":"10.1093/geroni/igae098.0228","title":"NURSING HOME STAFFING DISPARITIES IN DISTRESSED COMMUNITIES DURING PANDEMIC","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Staffing; Medicaid; Pandemic; Medicine; Nursing homes; Nursing; Coronavirus disease 2019 (COVID-19); Quarter (Canadian coin); Nursing Assistant; Family medicine; Demography; Health care; Geography; Internal medicine","score_opus":0.05894746006165094,"score_gpt":0.4058032766636649,"score_spread":0.3468558166020139,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405960362","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9924324,0.0007929885,0.00051166257,0.0021973078,0.001402337,0.00019238661,0.000008801036,0.00024429546,0.0022178243],"genre_scores_gemma":[0.99910605,0.0000967781,0.000091064605,0.0001155156,0.00014154009,0.000057066867,0.000063038795,0.000025809646,0.00030311532],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99845695,0.00023114843,0.00065556186,0.00014529256,0.00014539603,0.00036564647],"domain_scores_gemma":[0.9992012,0.0004780109,0.000083446146,0.00015341843,0.000069071604,0.000014862499],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007807333,0.00011634404,0.00018580165,0.0010652902,0.00026475862,0.000064693275,0.00010104498,0.00009325157,0.00005590626],"category_scores_gemma":[0.000059844133,0.00012228999,0.000019114606,0.001776934,0.000048795762,0.0003459524,0.000046051147,0.0008719022,0.00001282047],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003591662,0.000047310772,0.841871,0.0011128993,0.000009304641,0.000025218416,0.11243037,0.00023477824,0.0015142943,0.031141484,0.00064029684,0.010937119],"study_design_scores_gemma":[0.0007507027,0.000009839886,0.8905666,0.011181031,0.000006227289,0.000004411936,0.08548727,0.00090606924,0.00008541342,0.010204884,0.00054454966,0.00025302378],"about_ca_topic_score_codex":0.0020797646,"about_ca_topic_score_gemma":0.0011042887,"teacher_disagreement_score":0.04869557,"about_ca_system_score_codex":0.0005504813,"about_ca_system_score_gemma":0.0001513927,"threshold_uncertainty_score":0.49868414},"labels":[],"label_agreement":null},{"id":"W4405960381","doi":"10.1093/geroni/igae098.0185","title":"DEVELOPING THE INTERGENERATIONAL TECHNOLOGY ENGAGEMENT CHECKLIST FOR HIGHER EDUCATION (IG TECH)","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Checklist; Staffing; Medical education; Service-learning; Delphi method; Onboarding; Service (business); Psychology; Public relations; Pedagogy; Business; Political science; Nursing; Medicine; Marketing; Computer science","score_opus":0.05168533897666282,"score_gpt":0.37193031890823736,"score_spread":0.3202449799315745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405960381","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33754608,0.0008618981,0.07384897,0.5642459,0.006513926,0.0014386775,0.0000062571953,0.0013635919,0.0141747],"genre_scores_gemma":[0.9872323,0.0000107556025,0.0078408215,0.00094883144,0.00035431545,0.00047992633,0.000020626743,0.000012016502,0.0031003815],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99911225,0.000040048835,0.00031209254,0.00021417276,0.00014370226,0.00017776407],"domain_scores_gemma":[0.9994942,0.00009938689,0.000062391184,0.00012030031,0.00021733204,0.0000063746756],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011480141,0.00007361067,0.00006243797,0.0007855323,0.00041436285,0.00011788588,0.000244969,0.00011684857,0.00005020566],"category_scores_gemma":[0.0003233846,0.000065208354,0.000014889164,0.002958742,0.00014268378,0.00019802133,0.00005413878,0.00023257766,0.000014672656],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[7.8070354e-7,0.000010077125,0.001411459,0.00001572798,0.000007878639,3.2633295e-7,0.0023485979,0.0000062808303,0.0008898084,0.9506739,0.0038435217,0.040791642],"study_design_scores_gemma":[0.00008126797,0.0000047893677,0.0021382633,0.00014547809,0.000003522916,8.7622163e-7,0.0027428959,0.00012859335,0.0023621693,0.2195845,0.7727036,0.00010404106],"about_ca_topic_score_codex":0.00008690332,"about_ca_topic_score_gemma":0.0003485869,"teacher_disagreement_score":0.7688601,"about_ca_system_score_codex":0.0004203106,"about_ca_system_score_gemma":0.0005718868,"threshold_uncertainty_score":0.3186986},"labels":[],"label_agreement":null},{"id":"W4405960386","doi":"10.1093/geroni/igae098.0186","title":"SHORT EDUCATION INTERVENTION MITIGATES AGEISM IN EARLY ADOLESCENCE","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Parallels; Intervention (counseling); Psychological intervention; Psychology; Racism; Age discrimination; Test (biology); Perception; Prejudice (legal term); Developmental psychology; Gerontology; Social psychology; Gender studies; Medicine; Sociology; Political science","score_opus":0.044566568034764435,"score_gpt":0.4184820667723453,"score_spread":0.37391549873758084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405960386","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98463964,0.0008264169,0.002430483,0.0016157546,0.0012046951,0.00014482233,8.294983e-7,0.00008345801,0.009053871],"genre_scores_gemma":[0.99630797,0.0000021911687,0.00013402532,0.00014498734,0.00010246302,0.000097070406,0.000024667595,0.000012049653,0.0031745818],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989119,0.00010843392,0.00038659267,0.00027676922,0.000102324324,0.00021395923],"domain_scores_gemma":[0.9996925,0.0000568062,0.000026672991,0.00014190366,0.000068599235,0.000013507499],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008417939,0.00007626607,0.00008624483,0.0010485868,0.000025495536,0.000062301326,0.00011026768,0.00008203632,0.00010997965],"category_scores_gemma":[0.000058757523,0.00008324693,0.000019431885,0.0016218639,0.00004645743,0.00019542193,0.000025289868,0.00040690784,0.00016166488],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012137873,0.00013252077,0.5744197,0.00008048162,0.00001058763,0.00004139361,0.0076796967,0.0000037864381,0.0003872698,0.05904551,0.0016710119,0.35651594],"study_design_scores_gemma":[0.00016789233,0.00002035875,0.9901307,0.00087174494,0.0000021146604,0.000015274563,0.002337102,0.0004439311,0.00027268275,0.0046360395,0.0009867838,0.00011532984],"about_ca_topic_score_codex":0.0006275607,"about_ca_topic_score_gemma":0.00009730426,"teacher_disagreement_score":0.41571108,"about_ca_system_score_codex":0.00010714226,"about_ca_system_score_gemma":0.000049527007,"threshold_uncertainty_score":0.3394711},"labels":[],"label_agreement":null},{"id":"W4405960396","doi":"10.1093/geroni/igae098.0049","title":"COLLABORATIVE INTERNATIONAL EXPERIENTIAL LEARNING IN GERONTOLOGY: AGING GLOBALLY INITIATIVE","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University","funders":"","keywords":"Internship; Curriculum; Experiential learning; Employability; General partnership; Health care; Context (archaeology); Medical education; Public relations; Psychology; Pedagogy; Medicine; Political science; Geography","score_opus":0.0556680858458775,"score_gpt":0.42962401172665504,"score_spread":0.37395592588077753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405960396","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8409453,0.0009621686,0.00765443,0.0073253,0.0032479132,0.00023814157,0.0000075505536,0.00023701046,0.13938217],"genre_scores_gemma":[0.99664414,0.00000524785,0.00035974573,0.00042756868,0.00021239283,0.00013349007,0.00005980791,0.000019302037,0.0021383082],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980142,0.00032218185,0.0005499723,0.00047536753,0.00023871374,0.00039954585],"domain_scores_gemma":[0.99929726,0.00024675412,0.00009111736,0.00012272458,0.00022032346,0.000021808684],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011396884,0.00014724971,0.00018788599,0.0013110235,0.00007672516,0.00012655134,0.00023140911,0.00013881976,0.00078879757],"category_scores_gemma":[0.00025998527,0.00016239106,0.000021972792,0.002545396,0.00012791598,0.0003319577,0.00009509716,0.000789347,0.00014642924],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016923588,0.00016231542,0.44434983,0.00003871596,0.00016168978,0.0011757129,0.18662284,0.00033172165,0.00057130505,0.29553148,0.0052181706,0.06566698],"study_design_scores_gemma":[0.006685675,0.00031416447,0.54993343,0.0015936571,0.000024218112,0.0002697528,0.268016,0.019224424,0.0010844285,0.012630866,0.13860077,0.00162262],"about_ca_topic_score_codex":0.00020132182,"about_ca_topic_score_gemma":0.0002853958,"teacher_disagreement_score":0.2829006,"about_ca_system_score_codex":0.00030845715,"about_ca_system_score_gemma":0.00016459069,"threshold_uncertainty_score":0.86367804},"labels":[],"label_agreement":null},{"id":"W4405960415","doi":"10.1093/geroni/igae098.0778","title":"PROTECTING THE HEALTH OF VIETNAMESE REFUGEES BY LOCAL HEALTH PROFESSIONALS AND UNIVERSITY STUDENTS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Vietnamese; Refugee; Health professionals; Medical education; Political science; Nursing; Medicine; Health care; Law; Linguistics; Philosophy","score_opus":0.027083313791744053,"score_gpt":0.4064867144004047,"score_spread":0.3794034006086606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405960415","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96543986,0.0017748614,0.0050008795,0.026584702,0.0003290758,0.00064098986,0.0000122756655,0.000044998793,0.0001723565],"genre_scores_gemma":[0.9978161,0.00001535937,0.00010120721,0.0014858441,0.000028036098,0.000011410186,0.00001569103,0.000006939857,0.0005194072],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9986517,0.00040318217,0.00041374905,0.00018594372,0.00016491587,0.00018052744],"domain_scores_gemma":[0.9995271,0.0001045885,0.00017800463,0.000104586434,0.00005764917,0.00002806597],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025982766,0.00006298139,0.00011754718,0.0002309294,0.00024016933,0.000015649219,0.000085851854,0.00003677438,0.000030529838],"category_scores_gemma":[0.000034128876,0.000050619732,0.000008700475,0.0011268313,0.000041137017,0.00008322822,0.00002944069,0.00035880317,0.0000039430524],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014518664,0.00038817708,0.16558108,0.0019411858,0.00007707639,0.000009192999,0.29440847,0.000015003857,0.00011635198,0.13034299,0.046670806,0.36030447],"study_design_scores_gemma":[0.003899769,0.0008298799,0.51213163,0.00437252,0.000010006629,0.000048383543,0.31459892,0.0017064074,0.00017622227,0.005540457,0.15613525,0.0005505279],"about_ca_topic_score_codex":0.0008274309,"about_ca_topic_score_gemma":0.00029205097,"teacher_disagreement_score":0.35975394,"about_ca_system_score_codex":0.00012308432,"about_ca_system_score_gemma":0.00022446417,"threshold_uncertainty_score":0.20642129},"labels":[],"label_agreement":null},{"id":"W4405960429","doi":"10.1093/geroni/igae098.0743","title":"MULTISENSOR APPROACHES FOR COMPREHENSIVE MEASUREMENT OF REAL-WORLD MOBILITY IN OLDER ADULTS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Cardiovascular Health and Risk Factors","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Psychology","score_opus":0.1042259014858963,"score_gpt":0.34546567987248866,"score_spread":0.24123977838659236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405960429","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9951565,0.00076782145,0.0017039338,0.00046473404,0.0002528643,0.0013152849,0.000007454504,0.00004923476,0.00028211655],"genre_scores_gemma":[0.99868935,0.00003598468,0.0009515585,0.000071695984,0.00007105218,0.000110299,0.00003636284,0.000013246711,0.00002044839],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987189,0.000035310477,0.00057695777,0.00023510228,0.00027277195,0.00016093931],"domain_scores_gemma":[0.9993633,0.00008055213,0.000059011567,0.00016887007,0.00030477642,0.000023476545],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008784617,0.00008708038,0.00026872885,0.00068594364,0.000015425108,0.00000630031,0.000025603173,0.00004601067,0.0000044551716],"category_scores_gemma":[0.00013638109,0.00007680691,0.00007059173,0.0013255668,0.000026906391,0.000047948644,0.000011161088,0.00016265277,0.0000010673685],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00100257,0.00073425483,0.59474117,0.022010667,0.00028719325,0.0000530122,0.013667733,0.0022106653,0.006046193,0.005743684,0.00095055485,0.35255232],"study_design_scores_gemma":[0.0024920811,0.000029149352,0.9721816,0.0020088088,0.000021343114,0.0000034397622,0.0010996376,0.016447734,0.0039424584,0.00007910976,0.0015963869,0.0000982352],"about_ca_topic_score_codex":0.0010601581,"about_ca_topic_score_gemma":0.00043217774,"teacher_disagreement_score":0.37744045,"about_ca_system_score_codex":0.00035981645,"about_ca_system_score_gemma":0.00016551901,"threshold_uncertainty_score":0.3132095},"labels":[],"label_agreement":null},{"id":"W4405960438","doi":"10.1093/geroni/igae098.0564","title":"POLYGENIC RISK SCORES FOR ALZHEIMER’S DISEASE AND GENERAL COGNITIVE FUNCTION ARE ASSOCIATED WITH MEASURES OF COGNITION IN OLDER SOUTH ASIANS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Cognition; Disease; Cognitive aging; Polygenic risk score; Psychology; Clinical psychology; Gerontology; Medicine; Psychiatry; Biology; Internal medicine; Genetics","score_opus":0.036337294841800885,"score_gpt":0.2770003407092969,"score_spread":0.24066304586749604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405960438","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98418117,0.0002653207,0.014201801,0.00019447439,0.00005674542,0.00076507434,0.00011567946,0.000036398716,0.00018335132],"genre_scores_gemma":[0.9992569,0.000021869168,0.00013283601,0.00025080296,0.000028920478,0.00015474317,0.00011061663,0.000025718953,0.000017562741],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99856216,0.00012654989,0.00037527064,0.00043119327,0.00026686638,0.0002379872],"domain_scores_gemma":[0.9994729,0.00016936852,0.00021023647,0.00007326789,0.000032938115,0.000041244595],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00086001225,0.00013953215,0.00014176275,0.00032456746,0.0000845066,0.00003452917,0.0000383357,0.000054052714,0.00004552396],"category_scores_gemma":[0.0003317655,0.00013741317,0.000019083196,0.0009685075,0.00013676204,0.00033611752,0.000032045165,0.0001990521,0.0000062838253],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001182036,0.00007374014,0.9698968,0.00004051453,0.000060082544,0.000009169976,0.0019537918,0.00051633886,0.0012442934,0.0000834181,0.00001822578,0.025985427],"study_design_scores_gemma":[0.0010004436,0.000048001973,0.9895646,0.00069168705,0.00013767922,7.5568454e-7,0.0009650702,0.005708808,0.0006239155,0.0010818929,0.000013333224,0.00016382204],"about_ca_topic_score_codex":0.00016220339,"about_ca_topic_score_gemma":0.0004472058,"teacher_disagreement_score":0.025821604,"about_ca_system_score_codex":0.00013551972,"about_ca_system_score_gemma":0.00003398813,"threshold_uncertainty_score":0.56035465},"labels":[],"label_agreement":null},{"id":"W4405960446","doi":"10.1093/geroni/igae098.0098","title":"SOCIAL ISOLATION AMONG MARGINALIZED OLDER ADULTS: APPLYING A UNIFIED MODEL OF RESILIENCE","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Resilience and Mental Health","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Resilience (materials science); Isolation (microbiology); Social isolation; Psychology; Sociology; Gerontology; Medicine; Psychiatry; Biology; Physics","score_opus":0.0389535019605157,"score_gpt":0.38961226683317773,"score_spread":0.350658764872662,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405960446","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95954454,0.00010270978,0.030381987,0.00032286785,0.00022865564,0.00036447225,0.0000026738896,0.000059024424,0.008993068],"genre_scores_gemma":[0.9982882,0.0000046373652,0.000494016,0.00014436757,0.00005401657,0.00011213389,0.000016644637,0.000011903106,0.0008740541],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988347,0.00004659975,0.000506286,0.00024458603,0.00017100495,0.00019682347],"domain_scores_gemma":[0.9996465,0.000043265107,0.00012126445,0.000105231135,0.000070918264,0.000012840216],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050027156,0.000079998994,0.00011651904,0.000511745,0.00006254149,0.000022119128,0.0000896235,0.0000718064,0.00006733406],"category_scores_gemma":[0.0000134144175,0.000083556784,0.00001991215,0.001674697,0.00005894378,0.00025762015,0.000019036908,0.00017429162,0.000013736024],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033292494,0.00019756988,0.09217171,0.00090423203,0.000026050051,0.000020883497,0.09058214,0.0022865958,0.01638425,0.5201116,0.0014360513,0.27554595],"study_design_scores_gemma":[0.0034012115,0.00009300652,0.30337858,0.002920581,0.000020613688,0.000012156104,0.026420394,0.6412601,0.0031391592,0.01808092,0.00065875106,0.0006145654],"about_ca_topic_score_codex":0.0003050801,"about_ca_topic_score_gemma":0.000024668581,"teacher_disagreement_score":0.6389735,"about_ca_system_score_codex":0.00009083322,"about_ca_system_score_gemma":0.00006164234,"threshold_uncertainty_score":0.34073466},"labels":[],"label_agreement":null},{"id":"W4405960477","doi":"10.1093/geroni/igae098.0626","title":"BARRIERS TO ACCESS HEALTH AND MENTAL HEALTH SERVICES AMONG SOUTH ASIAN OLDER ADULTS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Mental health; Gerontology; Environmental health; Psychology; Medicine; Psychiatry","score_opus":0.018289278098420528,"score_gpt":0.3746778866993507,"score_spread":0.3563886086009302,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405960477","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8428721,0.00055766356,0.000116052346,0.153641,0.0008923932,0.0005126945,0.000015852294,0.00011136339,0.0012808878],"genre_scores_gemma":[0.96600586,0.000076696444,0.000117432806,0.033479698,0.00014334635,0.00002216728,0.000015627107,0.000010362305,0.0001287966],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99856573,0.000101963604,0.0004140205,0.00024346872,0.00024441956,0.00043040686],"domain_scores_gemma":[0.9994647,0.000031376603,0.00008363949,0.00006925434,0.000041480394,0.00030956612],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012450657,0.00008204134,0.00014073537,0.00038699334,0.0005765608,0.00036839047,0.00013172445,0.000039013787,0.00006986803],"category_scores_gemma":[0.000056638804,0.00008414103,0.0000113184715,0.0016278035,0.000044358196,0.000525739,0.000054867953,0.00013836757,0.000004936364],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004221269,0.0000034000573,0.56828624,0.0008424891,0.0000031075213,0.0000011939703,0.38393587,0.000002462734,1.0647584e-7,0.017174013,0.0013816772,0.028365254],"study_design_scores_gemma":[0.00030681194,0.000021385113,0.6335327,0.0031141953,6.0295577e-7,4.891767e-7,0.31805274,0.0003109458,0.000002318452,0.0004352116,0.044041116,0.0001814861],"about_ca_topic_score_codex":0.026229972,"about_ca_topic_score_gemma":0.018284978,"teacher_disagreement_score":0.12313377,"about_ca_system_score_codex":0.00030209706,"about_ca_system_score_gemma":0.00075731194,"threshold_uncertainty_score":0.9996288},"labels":[],"label_agreement":null},{"id":"W4405960505","doi":"10.1093/geroni/igae098.0149","title":"ASSOCIATIONS BETWEEN FUNCTIONAL NETWORKS OF PHYSICAL RESERVE, POSTURAL INSTABILITY, AND WHITE MATTER LESIONS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Infrared Thermography in Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Instability; White matter; Physical medicine and rehabilitation; Functional connectivity; Psychology; Neuroscience; Medicine; Physics; Mechanics; Magnetic resonance imaging; Radiology","score_opus":0.03163573337555871,"score_gpt":0.31364395111717397,"score_spread":0.2820082177416153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405960505","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98990965,0.00009315511,0.0013509822,0.0056858053,0.00018289952,0.0001917233,0.000027501934,0.000050872804,0.0025073949],"genre_scores_gemma":[0.998498,0.0000027979747,0.00025849862,0.00038492872,0.00042309146,0.000010629574,0.00026999536,0.000014585,0.00013742555],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99891615,0.000043097312,0.00045830276,0.00018534194,0.0002523354,0.00014478128],"domain_scores_gemma":[0.99928457,0.0002521004,0.000078918034,0.00013810588,0.00022197833,0.000024358307],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057718606,0.00009111785,0.0002215617,0.00061641535,0.000047766036,0.00001890957,0.00003692221,0.00006724531,0.00007829106],"category_scores_gemma":[0.00014133455,0.000080213555,0.000037485483,0.0021063888,0.00009627325,0.00014559146,0.00004296858,0.00039578142,0.000005046174],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011203757,0.000032475993,0.9909555,0.00007322354,0.000048614376,0.0000038744743,0.0009238696,0.00005839876,0.0016520905,0.003402283,0.0010497724,0.0017887405],"study_design_scores_gemma":[0.00037826382,0.00003818792,0.9941871,0.0003691334,0.000038757127,0.000004799906,0.00013145967,0.0023021079,0.00008536198,0.0022596265,0.00014009805,0.00006509017],"about_ca_topic_score_codex":0.00003583513,"about_ca_topic_score_gemma":0.0000053034805,"teacher_disagreement_score":0.008588383,"about_ca_system_score_codex":0.00007273551,"about_ca_system_score_gemma":0.000050611092,"threshold_uncertainty_score":0.32710138},"labels":[],"label_agreement":null},{"id":"W4405960677","doi":"10.1093/geroni/igae098.1301","title":"ADVANCE CARE PLANNING IN DEMENTIA VERSUS NORMAL COGNITION: A DEMOGRAPHIC AND PSYCHOSOCIAL STUDY","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Rurality; Psychosocial; Dementia; Cognition; Gerontology; Marital status; Ethnic group; Educational attainment; Psychology; Health and Retirement Study; Population; Health care; Clinical psychology; Medicine; Disease; Rural area; Psychiatry; Environmental health","score_opus":0.09317598213732914,"score_gpt":0.44196379069876623,"score_spread":0.3487878085614371,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405960677","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9910294,0.006069727,0.00028270806,0.00018890252,0.0003065229,0.0001854031,0.0000027976682,0.00002879631,0.0019057735],"genre_scores_gemma":[0.99917614,0.00006497856,0.0005319377,0.000068336376,0.00009289061,0.000024249488,0.000029256615,0.0000073228844,0.000004909738],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993419,0.000018984822,0.00027043142,0.00014522125,0.00012579981,0.00009767984],"domain_scores_gemma":[0.99973696,0.00006740381,0.000039011913,0.000045205943,0.00010096874,0.000010442043],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000164003,0.00006577055,0.000118932716,0.00056189176,0.00002317279,0.000014210121,0.00002109032,0.000028812168,0.000008830987],"category_scores_gemma":[0.00006835576,0.00006977695,0.000011155521,0.0015058442,0.000024691439,0.0001221377,0.000013792518,0.00015189835,9.362399e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012355535,0.000035714664,0.96433324,0.00018348431,0.000049402533,0.00007295433,0.024250785,0.000013812077,0.0003131018,0.00037631203,0.000033326523,0.010214334],"study_design_scores_gemma":[0.008574023,0.00044536614,0.8743516,0.006661257,0.00012830978,0.0000055106207,0.10162251,0.00038383473,0.0009022464,0.00043838215,0.006229401,0.00025755705],"about_ca_topic_score_codex":0.00002747388,"about_ca_topic_score_gemma":0.00006566054,"teacher_disagreement_score":0.089981616,"about_ca_system_score_codex":0.000030098348,"about_ca_system_score_gemma":0.000030397476,"threshold_uncertainty_score":0.28454214},"labels":[],"label_agreement":null},{"id":"W4405960710","doi":"10.1093/geroni/igae098.2106","title":"INVESTIGATING THE DAILY RELATIONSHIP BETWEEN SUBJECTIVE AGE AND DAILY EVENTS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Media Influence and Health","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Demography; Psychology; Sociology","score_opus":0.129004653912354,"score_gpt":0.33642429210021174,"score_spread":0.20741963818785775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405960710","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98678064,0.00020549452,0.00007262023,0.003801198,0.00032303174,0.00015476898,0.0000063323514,0.00006270105,0.008593209],"genre_scores_gemma":[0.9978557,0.0000034572308,0.00006278652,0.00092530594,0.00042594827,0.000026527869,0.000026353691,0.000010029533,0.0006638668],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9991924,0.000053371394,0.00034053272,0.00014339875,0.00013389513,0.00013637403],"domain_scores_gemma":[0.9992815,0.0004955352,0.000066845954,0.0000841882,0.0000578883,0.000014045915],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00084609684,0.000071521805,0.00007893112,0.0002772163,0.00032424805,0.00019825842,0.00006447824,0.000026699343,0.000038909107],"category_scores_gemma":[0.0003016066,0.00005424288,0.000009264006,0.00037223953,0.00011685197,0.0003729857,0.000024547635,0.00031879256,0.000028353526],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[3.4411633e-7,0.0000016810628,0.41855484,0.000058246085,0.0000043771984,0.0000025002744,0.07645422,0.0000026361274,0.0000144376345,0.5011166,0.0002726167,0.0035174987],"study_design_scores_gemma":[0.00012157359,0.000011994927,0.8227155,0.00039167705,0.0000072776756,0.0000010285653,0.006603167,0.00015574352,0.000015599535,0.14906198,0.020810815,0.000103627535],"about_ca_topic_score_codex":0.00034475198,"about_ca_topic_score_gemma":0.0002326135,"teacher_disagreement_score":0.40416068,"about_ca_system_score_codex":0.00004519879,"about_ca_system_score_gemma":0.00006488741,"threshold_uncertainty_score":0.24938866},"labels":[],"label_agreement":null},{"id":"W4405960718","doi":"10.1093/geroni/igae098.1872","title":"SINGLE-CELL ANALYSIS OF SOMATIC MUTATIONS IN HUMAN LUNG REVEALS ASSOCIATION WITH TRANSCRIPTIONAL CHANGES IN AGING","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Somatic cell; Biology; Genetics; Association (psychology); Cell; Computational biology; Cell biology; Gene; Psychology","score_opus":0.014709952365478266,"score_gpt":0.2725482777479329,"score_spread":0.2578383253824546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405960718","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99659485,0.0003939943,0.002029316,0.00046509277,0.00005381201,0.00010935948,0.000023845558,0.0000056743893,0.00032403393],"genre_scores_gemma":[0.9989315,0.000030094217,0.00035111615,0.00010561847,0.000040695075,0.000029818539,0.00042740136,0.000010233337,0.00007349485],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9991962,0.000029257635,0.0003630076,0.00018012594,0.000111209825,0.00012021001],"domain_scores_gemma":[0.999671,0.000050027236,0.00011459253,0.00008212729,0.000074271,0.000007972668],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004107032,0.00007262897,0.00013328617,0.0008472885,0.000018895844,0.000032603075,0.000048229966,0.000058278183,0.000011723546],"category_scores_gemma":[0.000051752955,0.000081609636,0.000023390854,0.0019592782,0.000012704449,0.000008804972,0.000011652212,0.0000823256,2.6648354e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000038098228,0.00005075521,0.3122663,0.00008137402,0.00005775775,0.0000030830954,0.0008720326,0.009767251,0.67555016,0.0009754457,0.000025744186,0.0003462791],"study_design_scores_gemma":[0.0019313938,0.0001503107,0.6734614,0.0008436693,0.00031151494,0.0000022221998,0.001470259,0.02709337,0.29152483,0.0018040418,0.00084772956,0.00055928074],"about_ca_topic_score_codex":0.00011520962,"about_ca_topic_score_gemma":0.002568817,"teacher_disagreement_score":0.38402537,"about_ca_system_score_codex":0.00017986038,"about_ca_system_score_gemma":0.000051881278,"threshold_uncertainty_score":0.33279446},"labels":[],"label_agreement":null},{"id":"W4405960723","doi":"10.1093/geroni/igae098.0988","title":"EXPERIENCES OF SENIOR SCHOLARS AND PROFESSORS EMERITI AT THE UNIVERSITY OF MANITOBA: ONLINE SURVEY FINDINGS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Library science; Medical education; Psychology; Sociology; Media studies; Medicine; Computer science","score_opus":0.09031083227242978,"score_gpt":0.3883352105790926,"score_spread":0.29802437830666284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405960723","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9973122,0.00012314114,0.000011986331,0.0016669016,0.00029170525,0.00008208743,0.000009470773,0.00000874325,0.0004937727],"genre_scores_gemma":[0.9992375,0.00003053597,0.000037280162,0.000031599782,0.00003888295,0.0000010102436,0.0000057048187,0.0000019485888,0.0006155495],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99942094,0.00015865866,0.0001607807,0.00007375307,0.00012124973,0.00006462735],"domain_scores_gemma":[0.9996201,0.00014063316,0.00006456557,0.000046684036,0.00012006724,0.000007953924],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014899952,0.000027997668,0.000057556008,0.0001403111,0.00015687851,0.000020610461,0.00007493748,0.00002589051,0.000047263107],"category_scores_gemma":[0.0001542479,0.000024446224,0.000007233255,0.0012779429,0.00017897441,0.00016588085,0.000025171017,0.000060788974,0.0000015286712],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000023010846,0.000009952902,0.46438074,0.000039252398,0.000004549804,3.55041e-7,0.51501226,0.0000010689188,0.0006567483,0.018006312,0.00062548916,0.0012609703],"study_design_scores_gemma":[0.00004671006,0.0000036675378,0.2934291,0.00011812448,0.0000013229549,3.194982e-7,0.6939085,0.000010954376,0.00028930977,0.00010408937,0.012050959,0.000036912865],"about_ca_topic_score_codex":0.014271038,"about_ca_topic_score_gemma":0.016065694,"teacher_disagreement_score":0.17889628,"about_ca_system_score_codex":0.000050181854,"about_ca_system_score_gemma":0.00011270289,"threshold_uncertainty_score":0.992293},"labels":[],"label_agreement":null},{"id":"W4405960746","doi":"10.1093/geroni/igae098.2129","title":"EXPLORING IKIGAI AND LIVING WELL WITH DEMENTIA AMONG JAPANESE CANADIANS: A NARRATIVE AND ARTS-BASED RESEARCH STUDY","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Art Therapy and Mental Health","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"The arts; Narrative; Dementia; Gerontology; Psychology; Sociology; Narrative inquiry; Medicine; Art; Visual arts; Literature","score_opus":0.24238797930888462,"score_gpt":0.37311316489608387,"score_spread":0.13072518558719926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405960746","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.993112,0.0002516244,0.000012395605,0.0005200198,0.00012074655,0.000349943,0.000001663111,0.000037456986,0.0055941236],"genre_scores_gemma":[0.99893075,0.000011575766,0.000021620084,0.0002334759,0.000107081214,0.00012406682,0.0000032868745,0.000014228751,0.0005539244],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99913746,0.00006999354,0.00020771638,0.00021016665,0.00016668627,0.00020800208],"domain_scores_gemma":[0.9996472,0.00013920925,0.000026544276,0.00006612468,0.000087763256,0.00003315467],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010905415,0.000082584396,0.00008467179,0.0005719466,0.00049027463,0.00025817147,0.000033936063,0.000010746366,0.00009248384],"category_scores_gemma":[0.00001121733,0.000070732094,0.000004049078,0.000326299,0.00014751063,0.00055294903,0.000021543203,0.00021551675,0.000002002326],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020338364,0.00005456144,0.04159153,0.0001523978,0.000034067336,0.000036615962,0.9364946,0.000013373295,0.000049567487,0.018114945,0.00011581435,0.0033221827],"study_design_scores_gemma":[0.00044974647,0.00036011505,0.021286545,0.001599208,0.00000872491,0.0000018254866,0.9648846,0.0012734369,0.00005460104,0.00025794553,0.009626649,0.00019660464],"about_ca_topic_score_codex":0.0117597915,"about_ca_topic_score_gemma":0.06704819,"teacher_disagreement_score":0.0552884,"about_ca_system_score_codex":0.00007578792,"about_ca_system_score_gemma":0.00006677425,"threshold_uncertainty_score":0.994821},"labels":[],"label_agreement":null},{"id":"W4405960756","doi":"10.1093/geroni/igae098.1176","title":"INCORPORATING EXERCISE TO BUFFER AVERSIVE HEALTH EFFECTS OF LONELINESS AMONG OLDER ADULTS IN THE LIFE TRIAL","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health and Well-being Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Loneliness; Psychology; Gerontology; Buffer (optical fiber); Physical medicine and rehabilitation; Clinical psychology; Medicine; Social psychology; Computer science","score_opus":0.02066707619504581,"score_gpt":0.3540094372957634,"score_spread":0.3333423611007176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405960756","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.988411,0.0006729983,0.0013789186,0.0058569596,0.0018884747,0.0013802525,0.0000018503194,0.000036247115,0.00037331408],"genre_scores_gemma":[0.9961652,0.000009069396,0.00009127192,0.003164625,0.0002605296,0.00025195102,0.000008159577,0.000013673668,0.00003548909],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99830365,0.00021211352,0.0007783993,0.00025799338,0.00017965533,0.00026817212],"domain_scores_gemma":[0.9990899,0.00044505115,0.00017172587,0.00016490785,0.000101433885,0.000026961245],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016949772,0.00011173648,0.00025200343,0.00065147213,0.000066633256,0.000024147641,0.00011940855,0.00006197186,0.000008722518],"category_scores_gemma":[0.0004848664,0.00009007029,0.000020993022,0.0026575832,0.000031694708,0.0000834095,0.000035228084,0.0002945922,0.000021998556],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004508895,0.00069546886,0.20327443,0.0067399624,0.0000892955,0.00023277386,0.55152,0.0004306598,0.00007632671,0.032611202,0.033441253,0.16637976],"study_design_scores_gemma":[0.02731957,0.00052236894,0.9301203,0.014690536,0.000019979516,0.0000034270474,0.02341887,0.0008661858,0.00020624456,0.0016576655,0.0007071014,0.00046775446],"about_ca_topic_score_codex":0.0016318536,"about_ca_topic_score_gemma":0.00014774287,"teacher_disagreement_score":0.72684586,"about_ca_system_score_codex":0.00006456844,"about_ca_system_score_gemma":0.0001265092,"threshold_uncertainty_score":0.36729598},"labels":[],"label_agreement":null},{"id":"W4405960761","doi":"10.1093/geroni/igae098.1089","title":"REAL LIVES ACROSS THE GLOBE: INSIGHTS FROM THE GLOBAL PRIDE STUDY","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Culinary Culture and Tourism","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Pride; Globe; Political science; Psychology; Neuroscience","score_opus":0.02939615226828864,"score_gpt":0.29633535655776166,"score_spread":0.26693920428947304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405960761","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98921394,0.0003381929,0.0000048724287,0.0077296165,0.0003296183,0.00020001913,0.000018060398,0.00007072199,0.0020949303],"genre_scores_gemma":[0.9984203,0.000014280996,0.000008327818,0.00045909014,0.0009062898,0.000016222153,0.00003436047,4.6974546e-7,0.00014064352],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99923325,0.00006595151,0.00021873937,0.00019399005,0.00016230316,0.00012576506],"domain_scores_gemma":[0.9996842,0.00016692132,0.00003974771,0.000055630302,0.00004451295,0.000008979038],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002441294,0.000080842445,0.00006452036,0.0000041427033,0.0002619352,0.00027514008,0.00023116614,0.000029322313,0.000036129913],"category_scores_gemma":[0.000030172085,0.000019937754,0.000023573655,0.001601783,0.00003763294,0.00014449332,0.00009609324,0.00015049294,0.000027140632],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004531976,0.00036600977,0.58389723,0.000008820319,0.00012107478,0.00023346445,0.059655257,0.000045907786,0.026573712,0.040510155,0.013993029,0.27455],"study_design_scores_gemma":[0.00006940607,0.000039749295,0.9242449,0.000035277106,0.0000048807983,0.0000035355285,0.012881189,0.00007187686,0.00009756575,0.012346227,0.05012297,0.00008244701],"about_ca_topic_score_codex":0.0031554643,"about_ca_topic_score_gemma":0.005613058,"teacher_disagreement_score":0.34034762,"about_ca_system_score_codex":0.00003678193,"about_ca_system_score_gemma":0.000007192383,"threshold_uncertainty_score":0.47701395},"labels":[],"label_agreement":null},{"id":"W4405960763","doi":"10.1093/geroni/igae098.2163","title":"BARRIERS AND FACILITATORS OF THE INNOVATION PROCESS IN LONG-TERM CARE HOMES DURING COVID-19","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Term (time); Long-term care; Process (computing); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Business; Process management; Nursing; Medicine; Computer science; Virology; Infectious disease (medical specialty)","score_opus":0.015439815280348877,"score_gpt":0.33180703860189265,"score_spread":0.31636722332154377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405960763","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9967473,0.0006959411,0.0001603344,0.0015927172,0.00022955539,0.00022254582,0.0000050731624,0.000043317465,0.00030322283],"genre_scores_gemma":[0.99962264,0.000060934537,0.000011628682,0.0001007226,0.00005472248,0.000026522475,0.000005377838,0.000005325834,0.00011210795],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999006,0.00006931601,0.0003706755,0.00017693701,0.00023422568,0.00014285148],"domain_scores_gemma":[0.9995786,0.00006308002,0.00009501273,0.000069423804,0.0001766913,0.00001720385],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006770428,0.000073515446,0.00009695448,0.0006572093,0.00031140173,0.000065679895,0.00009439288,0.00004414884,0.00001775651],"category_scores_gemma":[0.0007890426,0.00006339525,0.000010999795,0.004473687,0.0001686561,0.00030464123,0.000029030487,0.00012274896,3.897173e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000016607945,0.0000015505474,0.61278826,0.00032943444,0.0000036013564,0.0000014399061,0.37447563,0.00005236552,0.00007983808,0.011744074,0.000023220406,0.00049890816],"study_design_scores_gemma":[0.00022538338,0.0000037582954,0.9524091,0.00028306793,0.0000033623273,4.7578988e-7,0.042055864,0.00003192287,0.00051347975,0.00396749,0.0004002687,0.00010584833],"about_ca_topic_score_codex":0.0022919327,"about_ca_topic_score_gemma":0.009033952,"teacher_disagreement_score":0.3396208,"about_ca_system_score_codex":0.00020443166,"about_ca_system_score_gemma":0.00037112928,"threshold_uncertainty_score":0.5041157},"labels":[],"label_agreement":null},{"id":"W4405960765","doi":"10.1093/geroni/igae098.2102","title":"SELF-PERCEPTIONS OF AGING AND DAILY SOCIAL INTERACTIONS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Perception; Psychology; Neuroscience","score_opus":0.05554615080423786,"score_gpt":0.43394236885462156,"score_spread":0.3783962180503837,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405960765","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9635875,0.00022111792,0.003821404,0.0041582873,0.00057033735,0.00007234969,0.0000040793775,0.00012632445,0.027438598],"genre_scores_gemma":[0.99745834,0.0000027346134,0.00050587195,0.00009814955,0.00013218056,0.000023842535,0.000010122347,0.000009688924,0.0017590433],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9992621,0.000067125686,0.00027072403,0.00017647949,0.00007363328,0.00014991552],"domain_scores_gemma":[0.9996828,0.0001210408,0.000036003916,0.00007892996,0.00007149869,0.000009724843],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004183572,0.000057615718,0.000089086636,0.0006729916,0.00008684369,0.00003230883,0.00005443077,0.00004643069,0.00030687623],"category_scores_gemma":[0.000022278027,0.00006136323,0.000014809212,0.0010182342,0.000066034474,0.00012671789,0.00003094395,0.00030902823,0.000047353587],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015941252,0.0001815659,0.27235264,0.00029001365,0.00019684382,0.000050106843,0.15437469,0.000005720124,0.0036096922,0.43437228,0.013445587,0.12110492],"study_design_scores_gemma":[0.0012709916,0.00006950171,0.8810546,0.00048554235,0.000051005958,0.0001905586,0.060474023,0.004812102,0.000359399,0.009983459,0.040745914,0.0005029091],"about_ca_topic_score_codex":0.000097119744,"about_ca_topic_score_gemma":0.000035450455,"teacher_disagreement_score":0.60870194,"about_ca_system_score_codex":0.000043099735,"about_ca_system_score_gemma":0.0000281271,"threshold_uncertainty_score":0.33600795},"labels":[],"label_agreement":null},{"id":"W4405960770","doi":"10.1093/geroni/igae098.2126","title":"LEVERAGING TIME USE DATA TO EXPLORE MIGRANT HEALTH, SOCIALIZING, AND TECHNOLOGY USE","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Human Mobility and Location-Based Analysis","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Internet privacy; Computer science; Media use; Data science; Psychology; Social psychology","score_opus":0.19270210336146337,"score_gpt":0.4013522157341234,"score_spread":0.20865011237266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405960770","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9265823,0.00022477075,0.006224528,0.0662382,0.00014037389,0.00023912067,0.0000116932315,0.00025301153,0.00008599865],"genre_scores_gemma":[0.9971955,0.00003109418,0.0007136006,0.0013223655,0.00010455647,0.000017688057,0.00008481308,0.000009560283,0.00052082696],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.998755,0.00011412909,0.0003564538,0.0003564569,0.00019468402,0.0002233232],"domain_scores_gemma":[0.9993304,0.00018952708,0.000056720164,0.00026161075,0.00012818686,0.00003357715],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018307786,0.00007270741,0.0001283174,0.0010228058,0.00039502696,0.00040631252,0.00020267707,0.00006110087,0.000054504824],"category_scores_gemma":[0.00084569515,0.00008200043,0.0000099598765,0.0042899083,0.000114957,0.0007166868,0.00009307835,0.00017025402,0.00003049715],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007636467,0.00009587674,0.15207818,0.000187362,0.00008688203,0.000026824531,0.36963704,0.0002911349,0.001981506,0.09708274,0.021270532,0.35725427],"study_design_scores_gemma":[0.00029183325,0.00002878381,0.011564533,0.0009776651,0.000027524828,0.0000019002131,0.042335927,0.027988143,0.00010358043,0.013869731,0.9022435,0.0005669057],"about_ca_topic_score_codex":0.014638883,"about_ca_topic_score_gemma":0.0075862487,"teacher_disagreement_score":0.8809729,"about_ca_system_score_codex":0.00018793312,"about_ca_system_score_gemma":0.0003167526,"threshold_uncertainty_score":0.99192274},"labels":[],"label_agreement":null},{"id":"W4405960774","doi":"10.1093/geroni/igae098.0906","title":"JOURNAL OF GERONTOLOGY: BIOLOGICAL SCIENCES","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health and Well-being Studies","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Gerontology; Medicine","score_opus":0.13897250112830226,"score_gpt":0.45160236580455154,"score_spread":0.3126298646762493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405960774","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96714026,0.0022762525,0.0021237396,0.0059798197,0.0021858772,0.000037196874,4.5875353e-7,0.000025095755,0.020231329],"genre_scores_gemma":[0.9984153,0.000020013365,0.00038924924,0.00087677507,0.00019404045,0.00000319335,3.9811434e-7,0.0000021462592,0.00009887879],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9992285,0.000059776132,0.00039784116,0.00009705815,0.00006782055,0.0001490038],"domain_scores_gemma":[0.9996536,0.00016458561,0.0000753738,0.000035197474,0.00006374365,0.000007501087],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015200272,0.000039607974,0.00009360306,0.00043994415,0.000056295205,0.00001868314,0.000077563585,0.000041574454,0.00011203319],"category_scores_gemma":[0.00016463408,0.000028874547,0.000012195681,0.0010776066,0.000116224306,0.000058383797,0.000013013471,0.00016865565,0.00003019075],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014836933,0.00003968143,0.33882916,0.00003997861,0.000027891629,0.00010820935,0.008226824,0.000012278692,0.00061036344,0.5208796,0.015640246,0.1155709],"study_design_scores_gemma":[0.000981999,0.0006189795,0.71858716,0.000600458,0.000010065812,0.00036770978,0.007149524,0.00026449404,0.00035667713,0.06898602,0.2017593,0.00031761872],"about_ca_topic_score_codex":0.000025821386,"about_ca_topic_score_gemma":0.0000027147544,"teacher_disagreement_score":0.45189363,"about_ca_system_score_codex":0.000025712536,"about_ca_system_score_gemma":0.00005645723,"threshold_uncertainty_score":0.12266848},"labels":[],"label_agreement":null},{"id":"W4405960779","doi":"10.1093/geroni/igae098.2020","title":"OLDER ADULTS WITH DISABILITIES AS CORESEARCHERS IN COMMUNITY-ENGAGED RESEARCH ON MOBILITY AND ACCESS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Assistive Technology in Communication and Mobility","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Gerontology; Psychology; Medicine","score_opus":0.3604742174413961,"score_gpt":0.5744383648023949,"score_spread":0.21396414736099872,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405960779","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97884685,0.00008448884,0.00007165882,0.007162162,0.00007357017,0.0011557991,0.000006560875,0.00017611682,0.012422776],"genre_scores_gemma":[0.99822414,0.000030558007,0.00008711793,0.00038124487,0.000015481979,0.0008740011,0.000028511027,0.000017311888,0.00034165126],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98581356,0.012631476,0.00056098495,0.00030895454,0.00030049507,0.00038455098],"domain_scores_gemma":[0.97787684,0.020809764,0.000058851885,0.00078409543,0.00043901813,0.00003142272],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.030715795,0.00011154222,0.00017132983,0.0011119907,0.0018456379,0.000047619815,0.00043109345,0.00018171006,0.00016282189],"category_scores_gemma":[0.0098749595,0.000094315896,0.000008964641,0.0033958147,0.0008731095,0.00028325687,0.0005094339,0.014165742,0.000031585103],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022783024,0.00028429803,0.87583864,0.0008868587,0.000008715485,0.0000041148055,0.07467094,0.0000062836334,0.00004513093,0.035423655,0.0005439614,0.0120596],"study_design_scores_gemma":[0.0007120024,0.00008143306,0.7010124,0.0022911676,8.893748e-7,6.2791753e-7,0.28687876,0.00037639108,0.00007440108,0.007837539,0.00063995767,0.00009447059],"about_ca_topic_score_codex":0.003877708,"about_ca_topic_score_gemma":0.0047425483,"teacher_disagreement_score":0.21220781,"about_ca_system_score_codex":0.00064034684,"about_ca_system_score_gemma":0.0003219399,"threshold_uncertainty_score":0.99945384},"labels":[],"label_agreement":null},{"id":"W4405960791","doi":"10.1093/geroni/igae098.1299","title":"MOBILIZING UNTAPPED LIVED EXPERTISE TO ASSESS ACCESSIBLE AND AGE-FRIENDLY INFRASTRUCTURES","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Business; Computer science; Data science","score_opus":0.050379205568764546,"score_gpt":0.37638013586203295,"score_spread":0.3260009302932684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405960791","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9877388,0.00019684683,0.0039038977,0.0032986784,0.0004283875,0.00024489922,0.0000014216939,0.00045160193,0.0037354599],"genre_scores_gemma":[0.9956818,0.000018296814,0.003540782,0.00043185605,0.000094456496,0.000056867822,0.0000034794377,0.000013581295,0.00015885376],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9988833,0.000056135144,0.00029882952,0.00030119348,0.00020005068,0.00026050032],"domain_scores_gemma":[0.99962234,0.000095255615,0.000044891614,0.00012367994,0.000081212565,0.000032638767],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004664631,0.000096020536,0.00011303846,0.0008479503,0.00019719184,0.00032288724,0.00019729418,0.00010795839,0.000046097903],"category_scores_gemma":[0.0004597091,0.00010018411,0.000010032874,0.002972923,0.00012407204,0.0005006416,0.00010810447,0.0002178099,0.000008515851],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014652108,0.000035286772,0.113544546,0.00014093342,0.00003253918,0.00016557162,0.24218793,0.00014104575,0.08666152,0.22610167,0.0043032723,0.32667103],"study_design_scores_gemma":[0.0014855901,0.00012029898,0.57285523,0.0026973656,0.000027069904,0.000020615493,0.13122231,0.002541672,0.04225478,0.11212528,0.13300271,0.0016470801],"about_ca_topic_score_codex":0.0009951009,"about_ca_topic_score_gemma":0.0013632092,"teacher_disagreement_score":0.45931068,"about_ca_system_score_codex":0.00015194764,"about_ca_system_score_gemma":0.00010810695,"threshold_uncertainty_score":0.40853894},"labels":[],"label_agreement":null},{"id":"W4405960792","doi":"10.1093/geroni/igae098.1079","title":"CO-CREATING A VIRTUAL REALITY PROGRAM WITH PEOPLE LIVING WITH DEMENTIA IN LONG-TERM CARE","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging, Elder Care, and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo; Simon Fraser University; University of British Columbia","funders":"","keywords":"Term (time); Dementia; Long-term care; Virtual reality; Assisted living; Gerontology; Psychology; Human–computer interaction; Computer science; Medicine; Nursing; Physics; Pathology","score_opus":0.02945090935306282,"score_gpt":0.4074677808909058,"score_spread":0.37801687153784297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405960792","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9857177,0.0002768379,0.0033221366,0.00021041917,0.00017962258,0.0008672416,0.000004871192,0.00033381293,0.009087361],"genre_scores_gemma":[0.99832255,0.00001107008,0.0004552745,0.0002919431,0.00021371276,0.0003717338,0.00011200911,0.000039322284,0.00018240172],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981021,0.0002220603,0.00060718803,0.00034673852,0.00028640206,0.00043551068],"domain_scores_gemma":[0.9991053,0.00027000386,0.00017415908,0.0001628192,0.00025759338,0.000030155927],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00082872965,0.00016410853,0.00023769504,0.00043989654,0.00040177285,0.000083222665,0.00009992776,0.000108260516,0.00006510315],"category_scores_gemma":[0.0000948037,0.00014096069,0.000016235617,0.0021723206,0.000046126093,0.00032439342,0.000042697266,0.0006913911,0.000010372188],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010151549,0.000025222196,0.7831232,0.00071070803,0.000021149453,0.00002261137,0.20500578,0.0000261429,0.000025944357,0.0019267268,0.000035280085,0.009067082],"study_design_scores_gemma":[0.0005113085,0.000100149555,0.83671284,0.0078124776,0.000021666261,0.0000017845022,0.15398297,0.0003148102,0.000033025506,0.000067178466,0.00019927282,0.00024250524],"about_ca_topic_score_codex":0.0025682927,"about_ca_topic_score_gemma":0.02019209,"teacher_disagreement_score":0.053589646,"about_ca_system_score_codex":0.00034898552,"about_ca_system_score_gemma":0.00036706243,"threshold_uncertainty_score":0.99768686},"labels":[],"label_agreement":null},{"id":"W4405960826","doi":"10.1093/geroni/igae098.0930","title":"IMPACT OF GROUP-BASED DIGITAL GAMING INTERVENTION AMONG INDIVIDUALS LIVING WITH EARLY TO MODERATE DEMENTIA","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dementia; Intervention (counseling); Psychology; Gerontology; Group (periodic table); Medicine; Psychiatry; Internal medicine","score_opus":0.015876142118671957,"score_gpt":0.3111685229165608,"score_spread":0.29529238079788883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405960826","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9551428,0.00002736176,0.043579563,0.0002183002,0.00008317141,0.00021703713,0.000006180944,0.00020602762,0.0005195611],"genre_scores_gemma":[0.9990912,4.419093e-7,0.00078034744,0.000018433138,0.000026638909,0.000027723256,0.000008603825,0.0000150679325,0.000031543343],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988642,0.000048527494,0.0003796459,0.00021756363,0.00025995562,0.00023015191],"domain_scores_gemma":[0.9995247,0.00010162426,0.000120237135,0.00010202656,0.00012911845,0.000022268048],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008411068,0.00009370322,0.000113617636,0.0010778854,0.00008813563,0.0002923179,0.0001498771,0.000067274304,0.000023493874],"category_scores_gemma":[0.000249684,0.00009029164,0.000035541612,0.0028659622,0.00009328646,0.0009380516,0.00004601135,0.00015811929,0.000005011675],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002848943,0.000037192694,0.9682794,0.000026589003,0.000046237972,0.0000029874402,0.010509341,0.0005163632,0.00030021791,0.0039063976,0.000022320566,0.016350111],"study_design_scores_gemma":[0.00019877277,0.00009572667,0.99360126,0.0016576335,0.000009785085,3.5338965e-7,0.0014862989,0.0015785048,0.0002988047,0.00090159907,0.000032337128,0.0001389202],"about_ca_topic_score_codex":0.0015816237,"about_ca_topic_score_gemma":0.0008919634,"teacher_disagreement_score":0.043948404,"about_ca_system_score_codex":0.0001669608,"about_ca_system_score_gemma":0.00008192127,"threshold_uncertainty_score":0.36819863},"labels":[],"label_agreement":null},{"id":"W4405960838","doi":"10.1093/geroni/igae098.1743","title":"CO-CREATING EDUCATIONAL MATERIALS WITH OLDER ADULTS AND INFLUENCING HEALTH CARE DECISION-MAKERS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Health care; Gerontology; Psychology; Nursing; Medicine; Economic growth; Economics","score_opus":0.012978172186661136,"score_gpt":0.4363517977957798,"score_spread":0.4233736256091187,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405960838","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9867853,0.0005182983,0.0006375304,0.008001392,0.0013493528,0.00066151586,0.000021739183,0.000077984245,0.001946915],"genre_scores_gemma":[0.99196774,0.000011650663,0.003196368,0.003575894,0.00033540072,0.00026101345,0.00023938088,0.00002582312,0.00038673793],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99821866,0.00016909828,0.0007979804,0.00030689314,0.00025111058,0.0002562558],"domain_scores_gemma":[0.99856806,0.0005331403,0.00022181451,0.00012218626,0.00051178527,0.000043040272],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007428676,0.00013057822,0.00016021005,0.00064223586,0.00052774866,0.000066288325,0.000059485148,0.00008304745,0.00052104355],"category_scores_gemma":[0.00024262263,0.00011105998,0.0000074111467,0.0014158137,0.000028919663,0.000370024,0.000021717697,0.00033871,0.000058162346],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005231374,0.00008768558,0.17802173,0.003687168,0.000045085668,0.000008114862,0.52065444,0.000057849407,0.0042922846,0.17458443,0.016222209,0.10181588],"study_design_scores_gemma":[0.0020475336,0.00009630492,0.64827627,0.036091976,0.000010290339,0.000015402757,0.30143133,0.0003576501,0.0009706273,0.0024475,0.007706131,0.00054895296],"about_ca_topic_score_codex":0.00054470904,"about_ca_topic_score_gemma":0.00030478605,"teacher_disagreement_score":0.47025457,"about_ca_system_score_codex":0.00055221276,"about_ca_system_score_gemma":0.0030154616,"threshold_uncertainty_score":0.57050616},"labels":[],"label_agreement":null},{"id":"W4405960840","doi":"10.1093/geroni/igae098.2388","title":"FAMILY PERCEPTIONS ABOUT ENGAGING IN PALLIATIVE CARE CONFERENCES FOR THEIR LOVED ONES WHO LIVE IN LONG-TERM CARE","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba; Brock University; University of Saskatchewan; McGill University; University of Regina; McMaster University","funders":"","keywords":"Term (time); Perception; Psychology; Palliative care; Nursing; Long-term care; Medicine; Neuroscience","score_opus":0.1428257122247597,"score_gpt":0.43686627309963977,"score_spread":0.29404056087488006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405960840","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9867045,0.008630732,0.0019068596,0.00041802003,0.00022491503,0.0005434525,0.000056166915,0.000043873984,0.0014714294],"genre_scores_gemma":[0.9978135,0.00071301975,0.000604965,0.00021660948,0.00011597271,0.00011997014,0.00034248317,0.000019930829,0.000053513388],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987204,0.000053571206,0.0005606187,0.00029614696,0.00014836663,0.00022091395],"domain_scores_gemma":[0.9989656,0.00032404676,0.000087791275,0.0001197952,0.0004834585,0.00001930333],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022646788,0.00016511546,0.00033976027,0.0009694864,0.000037580023,0.000038685706,0.000080844824,0.00008961825,0.000026207725],"category_scores_gemma":[0.00021263675,0.00015079817,0.000047865316,0.0012851113,0.00006397343,0.00016507463,0.000028198636,0.00033154638,0.000004575673],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002558861,0.00001881451,0.77677727,0.0009848644,0.000019913323,0.000019033574,0.2005405,0.00005536869,0.0021045434,0.0013607552,0.000019856845,0.018073486],"study_design_scores_gemma":[0.0008930109,0.00005494057,0.7753334,0.012418779,0.000012950778,4.7940614e-7,0.20787044,0.00082623865,0.0017346555,0.00021906519,0.00048573528,0.00015033073],"about_ca_topic_score_codex":0.0005017948,"about_ca_topic_score_gemma":0.0014007766,"teacher_disagreement_score":0.017923156,"about_ca_system_score_codex":0.0003298302,"about_ca_system_score_gemma":0.00024866598,"threshold_uncertainty_score":0.61493707},"labels":[],"label_agreement":null},{"id":"W4405960845","doi":"10.1093/geroni/igae098.2107","title":"THE INTERPLAY OF SOCIAL INTERACTION, POSITIVE AFFECT, AND SUBJECTIVE AGE IN OLDER ADULTS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health and Well-being Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Affect (linguistics); Psychology; Developmental psychology; Gerontology; Social psychology; Medicine; Communication","score_opus":0.011440378928663803,"score_gpt":0.3741627492016231,"score_spread":0.36272237027295934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405960845","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.987328,0.0002880788,0.0002263465,0.0023648303,0.00080602866,0.00019065321,0.0000026732419,0.000019640062,0.008773785],"genre_scores_gemma":[0.99941397,0.000008584539,0.0000086005975,0.00027743925,0.00007952007,0.000042849875,0.0000046848672,0.000007025884,0.00015734414],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9992507,0.00009998593,0.00030830156,0.00014795012,0.00005458588,0.00013849403],"domain_scores_gemma":[0.99940526,0.00041850752,0.00006294363,0.000043245193,0.00006502161,0.0000050355993],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052584586,0.00006167657,0.00009508471,0.00031002564,0.00006948599,0.000023830942,0.000035291985,0.000038793925,0.000011614549],"category_scores_gemma":[0.00009045682,0.000049927567,0.000010668986,0.0008202652,0.000059427155,0.00007294872,0.000023854833,0.00023870492,0.00000606778],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003534065,0.00010394023,0.1406532,0.00025735304,0.00010189916,0.00008733008,0.5174677,0.0000026427513,0.00036258457,0.14634722,0.00451347,0.18974927],"study_design_scores_gemma":[0.00048147954,0.00003505823,0.9815211,0.00053055875,0.0000027095205,0.000005928047,0.014746825,0.00007017394,0.00020387745,0.0012663626,0.0010662203,0.000069702444],"about_ca_topic_score_codex":0.000378219,"about_ca_topic_score_gemma":0.0004548152,"teacher_disagreement_score":0.84086794,"about_ca_system_score_codex":0.00006989293,"about_ca_system_score_gemma":0.000018372039,"threshold_uncertainty_score":0.20359871},"labels":[],"label_agreement":null},{"id":"W4405960896","doi":"10.1093/geroni/igae098.0961","title":"ACCEPTABILITY AND PRELIMINARY EFFICACY OF BE EPIC-VR TRAINING ON FRONTLINE HEALTH CARE WORKERS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Human Resource Development and Performance Evaluation","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; Western University","funders":"","keywords":"EPIC; Training (meteorology); Health care; Nursing; Medicine; Psychology; Political science; Geography","score_opus":0.08530766715496266,"score_gpt":0.4072395762702848,"score_spread":0.3219319091153221,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405960896","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9912096,0.00054899015,0.00026380547,0.002074166,0.0004108691,0.00025146347,0.000004033018,0.000053763586,0.005183304],"genre_scores_gemma":[0.99872106,0.000004457016,0.00049298804,0.00039017166,0.00009101243,0.000025366984,0.000098803685,0.0000118642,0.0001642727],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.998901,0.000078560064,0.00048758884,0.00022921515,0.00014781981,0.00015579454],"domain_scores_gemma":[0.9995664,0.0001475413,0.000098630604,0.00012072323,0.00005138569,0.000015331061],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010156546,0.000087189444,0.00013946414,0.0004769655,0.000056931436,0.00002228227,0.000054543594,0.00006920582,0.00055033906],"category_scores_gemma":[0.000059903483,0.0000872986,0.000014582828,0.0007214231,0.000036775135,0.00008331522,0.000017314975,0.00025521335,0.000009116904],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010629088,0.00003123018,0.07569373,0.00015264294,0.000018695795,0.0000020651987,0.2374152,0.00017298028,0.000026422724,0.002988599,0.00090936007,0.6824828],"study_design_scores_gemma":[0.0005828698,0.00011557599,0.97236204,0.00028048476,0.0000036818772,0.0000014343009,0.01840849,0.0007094391,0.000044499826,0.00011365653,0.007276406,0.00010144608],"about_ca_topic_score_codex":0.000038934806,"about_ca_topic_score_gemma":0.00001563287,"teacher_disagreement_score":0.8966683,"about_ca_system_score_codex":0.00010473505,"about_ca_system_score_gemma":0.00009027046,"threshold_uncertainty_score":0.6025827},"labels":[],"label_agreement":null},{"id":"W4405960912","doi":"10.1093/geroni/igae098.1336","title":"FOSTERING DEMENTIA INCLUSIVE NEIGHBORHOODS: A GIS ANALYSIS OF NEIGHBORHOOD WALKABILITY FOR PERSONS WITH DEMENTIA","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Positive Living North; University of Northern British Columbia","funders":"","keywords":"Walkability; Dementia; Environmental health; Geography; Gerontology; Psychology; Medicine; Physical medicine and rehabilitation","score_opus":0.031419319469927785,"score_gpt":0.3405607946900891,"score_spread":0.30914147522016133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405960912","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9249962,0.00036243474,0.06808182,0.0011780759,0.00016638867,0.00044250474,0.00004965757,0.00008351442,0.004639403],"genre_scores_gemma":[0.9984862,0.000003468898,0.0012270722,0.0000699441,0.000060006067,0.000056880483,0.000059940892,0.000010211627,0.000026254349],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99850416,0.000051438372,0.00055253255,0.00035100628,0.00028828677,0.00025255603],"domain_scores_gemma":[0.99926,0.00015117791,0.00015260575,0.00016512802,0.0002450293,0.00002606653],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001300685,0.000109691115,0.00023405443,0.000768204,0.00021385794,0.000110495086,0.00017961829,0.000057295714,0.00017754991],"category_scores_gemma":[0.00008974286,0.00010278064,0.000086747394,0.0061974875,0.0001276988,0.0005201757,0.000061021263,0.0001071282,5.053446e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020100179,0.00006226273,0.95211816,0.00013977385,0.0008201859,0.0000019896427,0.019034123,0.00012906386,0.0006195616,0.015778104,0.000019350473,0.011257315],"study_design_scores_gemma":[0.0008614277,0.00008983047,0.9389651,0.00038876373,0.0026393973,1.4482053e-7,0.01435623,0.016869385,0.0013244288,0.02190333,0.00207115,0.00053080707],"about_ca_topic_score_codex":0.0012703947,"about_ca_topic_score_gemma":0.0057740975,"teacher_disagreement_score":0.073490016,"about_ca_system_score_codex":0.00013141215,"about_ca_system_score_gemma":0.00021829373,"threshold_uncertainty_score":0.4191273},"labels":[],"label_agreement":null},{"id":"W4405960955","doi":"10.1093/geroni/igae098.1269","title":"ADAPTATIONS AND OUTCOMES OF A WALKING AND REMINISCENCE BRAIN HEALTH INTERVENTION FOR CAREGIVERS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Identity, Memory, and Therapy","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Reminiscence; Intervention (counseling); Psychology; Gerontology; Physical medicine and rehabilitation; Medicine; Cognitive psychology; Psychiatry","score_opus":0.044553517688547026,"score_gpt":0.4015563061063489,"score_spread":0.35700278841780186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405960955","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9708196,0.001128768,0.02080345,0.005581181,0.0007502218,0.00023654004,0.000008774343,0.000031065232,0.0006404311],"genre_scores_gemma":[0.9986738,0.000019724775,0.0005351767,0.00022799462,0.000023375596,0.000021398524,0.000010502636,0.000006888062,0.00048113486],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9994364,0.000034894234,0.0002673902,0.00013249574,0.000047209585,0.000081609694],"domain_scores_gemma":[0.9996668,0.00014066452,0.000081556296,0.00005635909,0.000046910678,0.00000771523],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060497114,0.000044897428,0.000089440524,0.00037613427,0.000040830186,0.000028539254,0.000027304513,0.000022986342,0.000013983533],"category_scores_gemma":[0.000062159306,0.00004751229,0.000014400797,0.00036952164,0.000029175648,0.00010131546,0.00000871276,0.000057188197,5.666435e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021030795,0.000041760904,0.085602075,0.00038315024,0.00006011228,0.0000031983607,0.06688204,0.0000031059517,0.0009087403,0.45213556,0.0011728149,0.3927864],"study_design_scores_gemma":[0.0023818195,0.00019865905,0.91298646,0.0009947533,0.0000140452275,0.000015885127,0.03722093,0.0011794625,0.00021667207,0.037794016,0.0067778165,0.0002194996],"about_ca_topic_score_codex":0.00031556888,"about_ca_topic_score_gemma":0.00014679955,"teacher_disagreement_score":0.82738435,"about_ca_system_score_codex":0.00002603546,"about_ca_system_score_gemma":0.000016756698,"threshold_uncertainty_score":0.1937495},"labels":[],"label_agreement":null},{"id":"W4405960960","doi":"10.1093/geroni/igae098.1433","title":"CREATING OPPORTUNITIES TO IMPROVE AGE INCLUSIVITY IN HIGHER EDUCATION: AN INNOVATIVE EDUCATION PROGRAM EXAMPLE","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Mathematics education; Medical education; Engineering ethics; Computer science; Engineering management; Psychology; Engineering; Medicine","score_opus":0.33167076553558394,"score_gpt":0.48522510265700614,"score_spread":0.1535543371214222,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405960960","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88969606,0.00005231626,0.000059173297,0.008373028,0.0018318534,0.0013182161,0.0000027264189,0.00016718847,0.098499455],"genre_scores_gemma":[0.9897021,0.000007939621,0.0015254327,0.0013587768,0.0006555653,0.0011366875,0.0000890881,0.000015977459,0.0055084107],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99818677,0.00019309358,0.00058346277,0.00039056712,0.00034903755,0.0002970619],"domain_scores_gemma":[0.99914515,0.00008680618,0.00010155569,0.00019583567,0.00041324724,0.000057425423],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020440028,0.00013071892,0.00013771754,0.00076923775,0.0002463711,0.00040481225,0.00017951641,0.000072883326,0.00024899456],"category_scores_gemma":[0.00023549561,0.00014467997,0.000014654175,0.0038275367,0.00012134743,0.00089061825,0.00007813981,0.00019665612,0.000010942021],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004851261,0.00053699047,0.05419375,0.00010853741,0.000005113407,0.000002052169,0.08309259,0.000008760481,0.00054585375,0.3796553,0.0005632428,0.48128295],"study_design_scores_gemma":[0.00028197965,0.00018019817,0.27896422,0.0011007308,0.000008793959,6.068972e-7,0.11718099,0.00012400889,0.0004476492,0.057204567,0.5438026,0.00070365396],"about_ca_topic_score_codex":0.013924044,"about_ca_topic_score_gemma":0.0041497387,"teacher_disagreement_score":0.54323936,"about_ca_system_score_codex":0.0010637213,"about_ca_system_score_gemma":0.0015114668,"threshold_uncertainty_score":0.99264234},"labels":[],"label_agreement":null},{"id":"W4405960971","doi":"10.1093/geroni/igae098.0952","title":"CREATING DESIGN CONNECTIONS: ARTS-BASED METHODS AS A PATHWAY INTO TRAUMA-INFORMED DESIGN FOR OLDER HOMELESS ADULTS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Art Therapy and Mental Health","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary; Cape Breton University","funders":"","keywords":"The arts; Medicine; Psychology; Art; Visual arts","score_opus":0.1346131679715748,"score_gpt":0.4127307789526764,"score_spread":0.2781176109811016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405960971","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07386315,0.00028945584,0.91849196,0.0007937635,0.0009983589,0.0013217055,0.000008614585,0.00028283056,0.003950184],"genre_scores_gemma":[0.91938925,0.000008173273,0.077595025,0.0012270896,0.00032650115,0.00070796773,0.0000516607,0.0000366993,0.00065760355],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99866974,0.00011889066,0.00058584596,0.00024413118,0.00012291905,0.00025847837],"domain_scores_gemma":[0.9983996,0.0011822323,0.0001129446,0.00010607096,0.00017080136,0.000028309922],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017732079,0.00015396021,0.00018683892,0.0005696713,0.00049649936,0.00022685541,0.00007760885,0.00005119971,0.00027614573],"category_scores_gemma":[0.00013857787,0.00014226668,0.000042264077,0.00037181645,0.00006183426,0.00041605576,0.000009146549,0.00015797906,0.000014314716],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018447684,0.000068707945,0.000022879996,0.00060926256,0.000026423397,0.000003741978,0.14905873,0.0003757607,0.000695699,0.42532447,0.00034348678,0.42328635],"study_design_scores_gemma":[0.0064731934,0.0013517898,0.00015000513,0.007158029,0.000047167294,0.000014966312,0.116526015,0.30070955,0.13989563,0.13538413,0.2908692,0.0014202971],"about_ca_topic_score_codex":0.00021783286,"about_ca_topic_score_gemma":0.0001858759,"teacher_disagreement_score":0.84552616,"about_ca_system_score_codex":0.00022508693,"about_ca_system_score_gemma":0.00026434794,"threshold_uncertainty_score":0.58014673},"labels":[],"label_agreement":null},{"id":"W4405960999","doi":"10.1093/geroni/igae098.1110","title":"CULTIVATING BELONGINGNESS: IN TEMPORARY SUPPORTIVE HOUSING FOR OLDER MALE VETERANS IN CALGARY, CANADA","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Belongingness; Gerontology; Medicine; Psychology; Psychotherapist","score_opus":0.03818070510477259,"score_gpt":0.3797579568530051,"score_spread":0.3415772517482325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405960999","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9914667,0.00020338687,0.0019722283,0.0026659172,0.001567048,0.000705156,0.0000129031005,0.00005555585,0.0013511032],"genre_scores_gemma":[0.9979956,0.0000030576612,0.00062808185,0.00044165895,0.0001643155,0.00018754456,0.00011313808,0.000030804742,0.0004357686],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99809545,0.0001024218,0.0009200229,0.00029198622,0.00015435465,0.0004357396],"domain_scores_gemma":[0.9991544,0.00047902405,0.00012789221,0.00010376526,0.00011538551,0.00001952349],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009981489,0.00012707963,0.00021425108,0.0009376232,0.00014185131,0.00002271471,0.00007371823,0.000099359735,0.000060674476],"category_scores_gemma":[0.00019216337,0.00013490241,0.000017945074,0.0026156576,0.000012952506,0.00023640983,0.000031559604,0.0004992707,0.0000020036202],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029823905,0.00002790744,0.9297204,0.000977577,0.000007501058,0.00014653477,0.03359513,0.00013328705,0.00088543055,0.0010841122,0.007832077,0.02556021],"study_design_scores_gemma":[0.0036571736,0.000040189905,0.8693126,0.011180093,0.000012411362,0.000009925655,0.0857241,0.012195641,0.0007085677,0.0016170834,0.014757882,0.0007843389],"about_ca_topic_score_codex":0.41125542,"about_ca_topic_score_gemma":0.37620956,"teacher_disagreement_score":0.06040782,"about_ca_system_score_codex":0.00091661816,"about_ca_system_score_gemma":0.0012166383,"threshold_uncertainty_score":0.63517296},"labels":[],"label_agreement":null},{"id":"W4405961001","doi":"10.1093/geroni/igae098.1111","title":"WHY AI GOVERNANCE SHOULD BE A FOCAL ISSUE FOR GERONTOLOGY","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Corporate governance; Political science; Psychology; Gerontology; Medicine; Economics; Management","score_opus":0.06568952336540508,"score_gpt":0.3874471556575385,"score_spread":0.32175763229213344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405961001","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21460016,0.0042270212,0.17530628,0.5696784,0.0059281923,0.0010957968,0.000033323635,0.00059110264,0.028539672],"genre_scores_gemma":[0.9860503,0.00009713126,0.0007138669,0.008366731,0.0009606144,0.000091699905,0.000008958894,0.000010626007,0.0037000575],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99911064,0.000036735328,0.00025823974,0.00019455224,0.00017518592,0.00022461808],"domain_scores_gemma":[0.99958533,0.00014632946,0.00005528211,0.00006367466,0.00013708699,0.000012323396],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006955851,0.00007066945,0.000103823455,0.00013174764,0.00024224463,0.00009713896,0.00009195673,0.00006159859,0.000091397036],"category_scores_gemma":[0.00027989532,0.000072106865,0.000022560578,0.000907738,0.00008275021,0.00028856198,0.00001628385,0.00011378842,0.0000071022237],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000034546536,0.000010589887,0.0032560094,0.000036354642,0.000011232959,0.0000032114838,0.14008087,0.000011140572,0.000050541872,0.5533857,0.2955501,0.0076008346],"study_design_scores_gemma":[0.00011755006,0.00000976374,0.003934273,0.00005112805,0.0000042643783,4.042739e-7,0.00096986507,0.00076201325,0.00007131444,0.017750723,0.9762349,0.000093765404],"about_ca_topic_score_codex":0.0102546895,"about_ca_topic_score_gemma":0.03521789,"teacher_disagreement_score":0.77145016,"about_ca_system_score_codex":0.000118369666,"about_ca_system_score_gemma":0.00010806383,"threshold_uncertainty_score":0.9963361},"labels":[],"label_agreement":null},{"id":"W4405961022","doi":"10.1093/geroni/igae098.1113","title":"END-USER PERSPECTIVES ON POLICIES FOR SOCIAL ROBOTICS WITH AGING APPLICATIONS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Transportation and Mobility Innovations","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Robotics; Artificial intelligence; Computer science; Human–computer interaction; Robot","score_opus":0.020297538378892224,"score_gpt":0.2955455717468233,"score_spread":0.2752480333679311,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405961022","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08352181,0.00011166487,0.9033968,0.0066368827,0.00022269809,0.00073376123,0.00006474213,0.0010227467,0.0042889314],"genre_scores_gemma":[0.9946518,0.0000064577875,0.0043382454,0.00016589192,0.00018299372,0.0003795334,0.00010238507,0.0000339637,0.00013871252],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992759,0.000004356159,0.0002893016,0.00016393981,0.00010829366,0.00015820298],"domain_scores_gemma":[0.99965906,0.000066801935,0.000023218035,0.0000911013,0.00015009503,0.000009694147],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014453995,0.000107276675,0.00008785967,0.0006192429,0.00010312634,0.000082688945,0.000059964346,0.000041075116,0.000012708545],"category_scores_gemma":[0.000008477447,0.00011066534,0.000020438189,0.0020112228,0.000038446415,0.0001660878,0.000002848704,0.00016583246,0.000006549944],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000025070328,0.000021337744,0.0006817433,0.00011441792,0.000028049459,5.8634924e-7,0.0068795946,0.05263174,0.001517817,0.93387794,0.00033256863,0.003911686],"study_design_scores_gemma":[0.004460615,0.00022912501,0.16408814,0.0015042418,0.00020441493,0.000022548313,0.07533797,0.12688468,0.01706723,0.044750266,0.5621336,0.003317151],"about_ca_topic_score_codex":0.000008191387,"about_ca_topic_score_gemma":0.000040889387,"teacher_disagreement_score":0.91113,"about_ca_system_score_codex":0.00013051396,"about_ca_system_score_gemma":0.000037473463,"threshold_uncertainty_score":0.45128018},"labels":[],"label_agreement":null},{"id":"W4405961026","doi":"10.1093/geroni/igae098.1341","title":"PEOPLE DO NOT AGE IN LABS: SOCIAL AND BEHAVIORAL CONSIDERATIONS WHEN DEVELOPING GEROSCIENCE INTERVENTIONS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Psychological intervention; Psychology; Applied psychology; Internet privacy; Medical education; Computer science; Medicine; Psychiatry","score_opus":0.25216292940503404,"score_gpt":0.49685954033093377,"score_spread":0.24469661092589973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405961026","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98452973,0.00018083253,0.005511403,0.0072932537,0.00044773615,0.0001300922,0.000004880023,0.00006412946,0.0018379438],"genre_scores_gemma":[0.9976358,0.0000011062158,0.0010908761,0.00025248455,0.00004304483,0.0000763577,0.0000112902635,0.000008347435,0.0008806847],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9989128,0.00010144456,0.00038011422,0.00027585778,0.00010161849,0.00022817102],"domain_scores_gemma":[0.9996666,0.00014654428,0.000037154816,0.000078797966,0.000059209622,0.000011720573],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000871435,0.00007187713,0.00011223226,0.00076870044,0.00014828722,0.00017076547,0.00006558032,0.00007025021,0.0001983748],"category_scores_gemma":[0.0000932883,0.000079620426,0.000017148825,0.0010623198,0.00011122136,0.00019033499,0.000062173,0.00031933316,0.000024578445],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008784732,0.000095203075,0.19063102,0.00009657256,0.000013635736,0.00020622891,0.11962565,0.0000035900985,0.00089079107,0.67098004,0.0025293555,0.014919132],"study_design_scores_gemma":[0.00088907644,0.00005024015,0.94361717,0.00063235534,0.000010328268,0.00008821202,0.017098319,0.00036935048,0.00018793407,0.03549605,0.00119613,0.0003648498],"about_ca_topic_score_codex":0.00035883216,"about_ca_topic_score_gemma":0.0030567893,"teacher_disagreement_score":0.75298613,"about_ca_system_score_codex":0.00008956335,"about_ca_system_score_gemma":0.00007643638,"threshold_uncertainty_score":0.32468265},"labels":[],"label_agreement":null},{"id":"W4405961033","doi":"10.1093/geroni/igae098.1438","title":"THE BLACK BOX OF AI-AGEISM: EXPLORING THE CO-CONSTITUTION OF AGING AND ARTIFICIAL INTELLIGENCE","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trent University; Brock University","funders":"","keywords":"Constitution; Black box; Psychology; Artificial intelligence; Political science; Computer science; Law","score_opus":0.14490250026070053,"score_gpt":0.4258080520042259,"score_spread":0.2809055517435254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405961033","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95178956,0.000746971,0.03302594,0.0069923843,0.00070233166,0.00015015774,0.000002186583,0.000033566168,0.006556891],"genre_scores_gemma":[0.9996081,0.000017393071,0.000046417772,0.00006699137,0.00007231567,0.000025303505,0.0000022663626,0.000005220611,0.00015601159],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99898076,0.00011220845,0.0004430612,0.00016197313,0.00012987328,0.00017213376],"domain_scores_gemma":[0.9991655,0.00047654798,0.00007184793,0.00017937367,0.000098830125,0.000007922079],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017060031,0.00006392596,0.00009425667,0.00027394248,0.00011907398,0.000042986856,0.00013218675,0.00003503422,0.00002358009],"category_scores_gemma":[0.00012725717,0.000043569427,0.000015474374,0.0009533383,0.00061663776,0.00011506956,0.000038978844,0.0003534627,0.000013554807],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015114505,0.0000128137035,0.0085389465,0.000047595382,0.00002790605,0.0000069960843,0.013110608,0.00007545988,0.0009680049,0.8452321,0.00022194587,0.1317425],"study_design_scores_gemma":[0.0008024025,0.00031796336,0.11720975,0.0032778708,0.000104530525,0.00020094526,0.1928509,0.035892073,0.19775371,0.42253938,0.027976032,0.0010744458],"about_ca_topic_score_codex":0.00015159557,"about_ca_topic_score_gemma":0.000031315463,"teacher_disagreement_score":0.42269272,"about_ca_system_score_codex":0.000022239674,"about_ca_system_score_gemma":0.000047410595,"threshold_uncertainty_score":0.22720274},"labels":[],"label_agreement":null},{"id":"W4405961049","doi":"10.1093/geroni/igae098.1171","title":"THE ROLE OF SOCIAL DISCONNECTION AND THE NEIGHBORHOOD EXPOSOME IN COGNITIVE DECLINE AMONG BLACK AMERICANS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Exposome; Disconnection; Gerontology; Cognition; Cognitive decline; Psychology; Medicine; Environmental health; Dementia; Psychiatry; Disease; Political science; Internal medicine","score_opus":0.012911122482029459,"score_gpt":0.28414505783638266,"score_spread":0.2712339353543532,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405961049","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98766184,0.00006370814,0.0020535358,0.0027202836,0.000047201236,0.0003360319,0.0000041470953,0.000014565024,0.007098661],"genre_scores_gemma":[0.99946135,0.00004598243,0.000022450784,0.0003060558,0.00004059389,0.000054969674,0.000007038995,0.000010950013,0.000050585677],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988073,0.00015309337,0.0004010915,0.0002480806,0.00020137953,0.0001890357],"domain_scores_gemma":[0.99929076,0.00049072906,0.00012480408,0.00007301229,0.000008667248,0.000012052307],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013854805,0.00008721709,0.000106088504,0.00010669773,0.00014138085,0.000049885683,0.0000825683,0.00003119716,0.000066773166],"category_scores_gemma":[0.00022151652,0.00006081654,0.000015875057,0.0012963592,0.0007617176,0.00026464005,0.00012642152,0.0002617749,0.000011063968],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004266157,0.000034215544,0.7913468,0.000013258272,0.00001228787,0.0000036491344,0.019295001,0.00021408583,0.0023856026,0.010979562,0.000014234689,0.17565864],"study_design_scores_gemma":[0.0006854758,0.000016283546,0.93896526,0.00009607106,0.000007446414,0.0000014048293,0.014705513,0.028049905,0.0010878006,0.015796317,0.00048054729,0.00010799036],"about_ca_topic_score_codex":0.00070685655,"about_ca_topic_score_gemma":0.00051020744,"teacher_disagreement_score":0.17555065,"about_ca_system_score_codex":0.00013883642,"about_ca_system_score_gemma":0.000013595458,"threshold_uncertainty_score":0.28065804},"labels":[],"label_agreement":null},{"id":"W4405961065","doi":"10.1093/geroni/igae098.1431","title":"AGE INCLUSIVITY DOMAINS OF HIGHER EDUCATION (AIDHE): A MODEL TO SUPPORT AGE-DIVERSE STUDENTS, FACULTY, AND STAFF","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medical education; Psychology; Higher education; Mathematics education; Pedagogy; Medicine; Political science","score_opus":0.2001968240170695,"score_gpt":0.4895551769829156,"score_spread":0.2893583529658461,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405961065","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9862546,0.00001578373,0.00037228264,0.0020858797,0.00040584392,0.00036809643,0.000012510606,0.000046427635,0.010438631],"genre_scores_gemma":[0.99554706,0.000011741592,0.0005088594,0.00035011861,0.000081777165,0.00003602272,0.000030490752,0.0000070035985,0.0034269143],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987392,0.000057907084,0.00032611727,0.00022965482,0.00048038302,0.00016677062],"domain_scores_gemma":[0.99965453,0.000026899832,0.000059359514,0.000108100525,0.00011056429,0.0000405452],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010581202,0.00007878251,0.00010954799,0.00027223938,0.00013805201,0.00013703418,0.00014743968,0.000044186316,0.0000829384],"category_scores_gemma":[0.000063349195,0.00008155944,0.000017668655,0.001093658,0.00010338732,0.00028459847,0.00015702157,0.000081054895,0.000007394382],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020452608,0.000798815,0.38367677,0.00034890437,0.000042061183,0.000014867854,0.20168388,0.0004742023,0.0033099253,0.36009336,0.01405058,0.035486195],"study_design_scores_gemma":[0.001623736,0.00030068957,0.54019487,0.0010423204,0.00008599376,9.899258e-7,0.07685616,0.0008149775,0.0009249382,0.18289478,0.1940911,0.0011694685],"about_ca_topic_score_codex":0.0020824114,"about_ca_topic_score_gemma":0.0013309006,"teacher_disagreement_score":0.18004051,"about_ca_system_score_codex":0.0003417966,"about_ca_system_score_gemma":0.00021170489,"threshold_uncertainty_score":0.33258975},"labels":[],"label_agreement":null},{"id":"W4405961103","doi":"10.1093/geroni/igae098.1112","title":"BRIDGING REGULATORY GAPS IN DIRECT-TO-CONSUMER HEALTH MONITORING TECHNOLOGIES FOR OLDER ADULTS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Bridging (networking); Business; Computer science; Computer security","score_opus":0.039800203397430615,"score_gpt":0.4272383403207111,"score_spread":0.3874381369232805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405961103","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9089023,0.0078649875,0.011762176,0.052097578,0.0036959269,0.01218942,0.000050458373,0.0019161025,0.0015210722],"genre_scores_gemma":[0.9768569,0.00033200244,0.0031480037,0.0016932559,0.0002963658,0.017301116,0.00003810718,0.000048933944,0.00028530575],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967822,0.00010852322,0.0014881331,0.00055376184,0.00018113811,0.0008862562],"domain_scores_gemma":[0.9986385,0.00050299405,0.00022328545,0.00035992957,0.00019371079,0.00008155721],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025397814,0.00016865511,0.00030385834,0.0018603479,0.00044346417,0.000020514737,0.00016003195,0.00018461641,0.000012886792],"category_scores_gemma":[0.0004982212,0.00018070675,0.000023773215,0.003636833,0.000025667037,0.00017775536,0.000074797856,0.0007848626,0.00006137067],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038548158,0.000044488403,0.15889771,0.0045532617,0.000006402268,0.0000025560505,0.006293946,0.00006839978,0.0001813935,0.023117019,0.00996694,0.79682934],"study_design_scores_gemma":[0.0034526144,0.000085106214,0.46373722,0.032877155,0.0000091684315,0.00000400134,0.017452242,0.0063961227,0.0010988585,0.004507435,0.4695715,0.0008085849],"about_ca_topic_score_codex":0.00055413763,"about_ca_topic_score_gemma":0.00023671573,"teacher_disagreement_score":0.79602075,"about_ca_system_score_codex":0.00092218665,"about_ca_system_score_gemma":0.00087629876,"threshold_uncertainty_score":0.73690075},"labels":[],"label_agreement":null},{"id":"W4405961104","doi":"10.1093/geroni/igae098.1337","title":"KNOWLEDGE MOBILIZATION TO CREATE DEMENTIA-INCLUSIVE NEIGHBORHOODS: AN EDUCATIONAL AND AWARENESS-RAISING VIDEO","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia; Simon Fraser University; Alzheimer Society of Canada","funders":"","keywords":"Raising (metalworking); Mobilization; Dementia; Business; Internet privacy; Psychology; Public relations; Political science; Computer science; Medicine; Engineering","score_opus":0.03331969937788857,"score_gpt":0.3825275223538101,"score_spread":0.3492078229759215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405961104","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.961314,0.00049174944,0.017709317,0.0144127,0.00068576133,0.00033702888,0.000003979242,0.0003026379,0.004742797],"genre_scores_gemma":[0.9979813,0.000019724535,0.0012022987,0.00028220465,0.00023099041,0.0000622537,0.000027188957,0.000014985861,0.00017903632],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99888617,0.000083889456,0.00031518695,0.00033917074,0.00016617235,0.00020943198],"domain_scores_gemma":[0.9993939,0.0001359201,0.000052166448,0.00011772829,0.00026162466,0.00003866925],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008032996,0.000092747636,0.00008834653,0.00093815196,0.00036233568,0.00020971,0.00013830276,0.00008879866,0.0000616578],"category_scores_gemma":[0.00048209244,0.00010763957,0.000009085825,0.003190105,0.0000944496,0.0007163953,0.00008144268,0.00012287118,0.000020899415],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000460866,0.0000855558,0.20691323,0.000066719345,0.000024994228,0.0000036591662,0.08941191,0.00015430003,0.004293542,0.59742546,0.0006350227,0.10098103],"study_design_scores_gemma":[0.0010861715,0.00011685247,0.4460726,0.0022870959,0.00007133574,0.000012722212,0.03494567,0.008833881,0.007127983,0.38924247,0.108882084,0.0013211084],"about_ca_topic_score_codex":0.0006827018,"about_ca_topic_score_gemma":0.0029043173,"teacher_disagreement_score":0.23915938,"about_ca_system_score_codex":0.00022754926,"about_ca_system_score_gemma":0.00043488742,"threshold_uncertainty_score":0.43894142},"labels":[],"label_agreement":null},{"id":"W4405961118","doi":"10.1093/geroni/igae098.1335","title":"EXPLORING FACTORS INFLUENCING WALKING ACTIVITY IN PEOPLE WITH DEMENTIA: A SPATIAL ANALYSIS IN METRO VANCOUVER","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Dementia; Gerontology; Physical medicine and rehabilitation; Psychology; Geography; Transport engineering; Medicine; Engineering","score_opus":0.04741039014087493,"score_gpt":0.30467457760770644,"score_spread":0.2572641874668315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405961118","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.994284,0.000029460529,0.0047419905,0.00009244121,0.00023976031,0.00013203188,0.0000012056815,0.000060615304,0.00041852245],"genre_scores_gemma":[0.99974954,0.000003976716,0.00012977663,0.000016524047,0.00004832982,0.000030734853,0.0000051493853,0.000007920579,0.000008045649],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986083,0.00007995655,0.00038941196,0.00031350693,0.00033175718,0.00027708497],"domain_scores_gemma":[0.99963367,0.000114189825,0.000083236264,0.000096974945,0.000053988486,0.000017936714],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012920074,0.000102533246,0.0002021543,0.0018395197,0.000096887954,0.00012495737,0.0001110118,0.000042788874,0.000056941863],"category_scores_gemma":[0.00007313244,0.00009775357,0.000031510313,0.01286891,0.0000335094,0.0016927294,0.000019294925,0.00028359992,6.149067e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006479371,0.00002398094,0.9634401,0.00002832549,0.000037037615,0.0000108252525,0.030378973,0.0008541013,0.00016956338,0.00016787885,7.5026963e-7,0.0048819613],"study_design_scores_gemma":[0.00013507523,0.000003724728,0.98786515,0.00011550573,0.000029179764,3.9522887e-9,0.009725214,0.001195618,0.00057994714,0.00018535939,0.000044014487,0.00012121095],"about_ca_topic_score_codex":0.07618532,"about_ca_topic_score_gemma":0.84196085,"teacher_disagreement_score":0.76577556,"about_ca_system_score_codex":0.00048516697,"about_ca_system_score_gemma":0.0001471013,"threshold_uncertainty_score":0.92996645},"labels":[],"label_agreement":null},{"id":"W4405961121","doi":"10.1093/geroni/igae098.0951","title":"AMPLIFYING VOICES: DIGITAL STORYTELLING TO EXPLORE AGING IN THE RIGHT PLACE WITH HOUSING PRECARIOUS OLDER ADULTS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Aging in place; Storytelling; Digital storytelling; Sociology; Gender studies; Aesthetics; Art; Gerontology; Narrative; Literature; Medicine","score_opus":0.027919583215066074,"score_gpt":0.30236813689816777,"score_spread":0.2744485536831017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405961121","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9840901,0.00066612347,0.009470262,0.0023089394,0.0003472281,0.0004196932,0.0000014015701,0.00016252992,0.002533718],"genre_scores_gemma":[0.99858385,0.000027222697,0.00035361943,0.00035188725,0.00040478187,0.000062170104,0.000008039009,0.000019963323,0.00018845937],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9984206,0.00008399414,0.00037059313,0.000338451,0.00044120077,0.00034513834],"domain_scores_gemma":[0.9993393,0.00029998182,0.000085500964,0.00012737038,0.0001248182,0.00002306437],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011259496,0.00014388353,0.00013510554,0.0006093232,0.00049851846,0.0007317828,0.00019931221,0.000043761374,0.0000099520585],"category_scores_gemma":[0.00013876696,0.000111185516,0.000019701178,0.0031213714,0.0000715835,0.00085965643,0.000033029894,0.00027104677,0.000010104179],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000069618563,0.000018390652,0.028667854,0.000056356643,0.000010784978,0.000030116766,0.9579397,0.0010356058,0.0000062812487,0.00450779,0.0002720396,0.0074481233],"study_design_scores_gemma":[0.0022090713,0.00011707336,0.13342312,0.016034579,0.00006854014,0.000017699302,0.62822187,0.0070595765,0.00035372758,0.008666923,0.2015421,0.0022857364],"about_ca_topic_score_codex":0.004431481,"about_ca_topic_score_gemma":0.025879594,"teacher_disagreement_score":0.32971784,"about_ca_system_score_codex":0.00021087675,"about_ca_system_score_gemma":0.00013735781,"threshold_uncertainty_score":0.99189556},"labels":[],"label_agreement":null},{"id":"W4405961127","doi":"10.1093/geroni/igae098.1412","title":"STRENGTHS AND LIMITATIONS OF USING DIFFERENT SENSOR TECHNOLOGIES TO ASSESS CLINICAL OUTCOMES IN DYADIC CARE","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University; Bruyère","funders":"","keywords":"Psychology; Computer science","score_opus":0.20455474983844785,"score_gpt":0.4879751065434848,"score_spread":0.28342035670503696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405961127","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9923703,0.00016943472,0.0015131984,0.005274929,0.00018287395,0.000340232,0.0000059480312,0.00007414205,0.000068943875],"genre_scores_gemma":[0.9953576,0.00007573731,0.004197004,0.0002746852,0.000028383183,0.00001899318,0.000030008126,0.000008971165,0.000008645171],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99878687,0.000027075022,0.0007627931,0.00016579403,0.00013338562,0.00012407078],"domain_scores_gemma":[0.99889165,0.0008132925,0.00007492255,0.000095262236,0.00010775669,0.00001712216],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027927334,0.00007494191,0.00022442383,0.0010716167,0.000017981665,0.000011814883,0.000026172149,0.000052231593,0.0000031985712],"category_scores_gemma":[0.0018274934,0.00006345789,0.000014201422,0.0012031879,0.000030753192,0.000069819005,0.000028355156,0.00020029474,5.8751306e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006518796,0.00002481593,0.78962773,0.00020614933,0.000009792531,0.000010854905,0.0014102254,0.000008620309,0.0010466207,0.0015477417,0.00002187244,0.20607908],"study_design_scores_gemma":[0.0008966282,0.00012339125,0.97463953,0.0006482739,0.000022728913,0.000006482253,0.020051122,0.0011917542,0.0011871224,0.00033373196,0.00082314183,0.00007609451],"about_ca_topic_score_codex":0.00007395395,"about_ca_topic_score_gemma":0.00017451173,"teacher_disagreement_score":0.20600298,"about_ca_system_score_codex":0.00009491425,"about_ca_system_score_gemma":0.00007374765,"threshold_uncertainty_score":0.25877374},"labels":[],"label_agreement":null},{"id":"W4405961140","doi":"10.1093/geroni/igae098.1334","title":"ENGAGING WITH MUNICIPAL PLANNERS WITH A DEMENTIA-INCLUSIVE PLANNING AND DESIGN GUIDE","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Dementia; Psychology; Gerontology; Environmental planning; Medicine; Geography","score_opus":0.03129831063113537,"score_gpt":0.2779236079080143,"score_spread":0.24662529727687893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405961140","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7628615,0.00038452327,0.20621431,0.0030654753,0.00024193797,0.0005070873,6.968394e-7,0.00051773596,0.026206765],"genre_scores_gemma":[0.98648876,0.0000020299494,0.011903604,0.0012576296,0.00014531253,0.00007042768,0.00002208566,0.000027095804,0.00008306655],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99892825,0.000014734272,0.00032266145,0.00029731516,0.00017919825,0.00025781273],"domain_scores_gemma":[0.99957776,0.00006665592,0.00011953826,0.000093942246,0.00013885373,0.0000032290322],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011621587,0.00016593444,0.00014038592,0.0010574039,0.0002880972,0.00023639933,0.00012330827,0.000068870126,0.00001141466],"category_scores_gemma":[0.00006318314,0.00013821654,0.0000065184336,0.002882456,0.00012677969,0.00075281353,0.00015372824,0.00036579106,0.000005865007],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000112832844,0.000037264886,0.17147213,0.00040235312,0.00030348738,0.00039842434,0.010646865,0.0025679907,0.0005127935,0.788062,0.0012998816,0.024183977],"study_design_scores_gemma":[0.009421547,0.0002685009,0.1348685,0.013910423,0.0005096793,0.00022639704,0.15849526,0.23220795,0.007011733,0.1458838,0.29150444,0.005691741],"about_ca_topic_score_codex":0.00008177094,"about_ca_topic_score_gemma":0.000016971442,"teacher_disagreement_score":0.6421782,"about_ca_system_score_codex":0.00007859183,"about_ca_system_score_gemma":0.000054875934,"threshold_uncertainty_score":0.5636307},"labels":[],"label_agreement":null},{"id":"W4405961167","doi":"10.1093/geroni/igae098.1333","title":"EXPLORING THE NEIGHBORHOOD ENVIRONMENT’S ROLE IN OUTDOOR WALKING EXPERIENCES OF PEOPLE LIVING WITH DEMENTIA","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia; University of Northern British Columbia; Alzheimer Society of Canada; Simon Fraser University","funders":"","keywords":"Dementia; Gerontology; Psychology; Physical medicine and rehabilitation; Medicine","score_opus":0.027188961628057957,"score_gpt":0.24219044545921523,"score_spread":0.21500148383115728,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405961167","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99683714,0.00015063514,0.0010957164,0.00038279692,0.00008888202,0.00013145409,2.8288423e-7,0.000019758172,0.001293342],"genre_scores_gemma":[0.9993371,0.000030722946,0.00034867082,0.00008337608,0.000025863133,0.00011011236,9.986513e-7,0.000010752632,0.000052445674],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99897087,0.00003479608,0.00031626082,0.00021624612,0.0002500038,0.00021181653],"domain_scores_gemma":[0.999698,0.000082210856,0.00007174063,0.00013214406,0.0000030885756,0.000012831457],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006003655,0.00008554171,0.000093013514,0.00016898799,0.000066568595,0.00003957306,0.00013502507,0.000015649712,0.0004558454],"category_scores_gemma":[0.000015740057,0.00006357018,0.000011056104,0.0013068883,0.000054586897,0.0005786867,0.00009802691,0.00015024173,0.000023233612],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000017977748,0.00001816004,0.8717907,0.000017413806,0.0000037683456,0.0000019797226,0.116306074,0.0007991504,0.0012541163,0.00055387674,0.000015291978,0.009237673],"study_design_scores_gemma":[0.00010950443,0.000030251576,0.9227092,0.00032131837,0.0000047171543,0.0000020582665,0.0710851,0.0043860064,0.00065796846,0.00017792964,0.00038883748,0.00012707167],"about_ca_topic_score_codex":0.00095633446,"about_ca_topic_score_gemma":0.0011440035,"teacher_disagreement_score":0.050918538,"about_ca_system_score_codex":0.00012267925,"about_ca_system_score_gemma":0.000014392281,"threshold_uncertainty_score":0.49911875},"labels":[],"label_agreement":null},{"id":"W4405961178","doi":"10.1093/geroni/igae098.1109","title":"BEING AND STAYING ELIGIBLE FOR SERVICES: PROVIDERS’ VIEWS ON SUPPORTING OLDER ADULTS EXPERIENCING HOMELESSNESS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; McMaster University; University of Calgary; Simon Fraser University","funders":"","keywords":"Internet privacy; Gerontology; Nursing; Business; Medicine; Computer science","score_opus":0.048469335051732725,"score_gpt":0.4274159851766854,"score_spread":0.37894665012495266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405961178","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9937115,0.00036253675,0.0024422964,0.0003834661,0.0007219257,0.0010795726,0.0000050369586,0.00019329271,0.0011003854],"genre_scores_gemma":[0.998045,0.000030426958,0.00029940187,0.00039847835,0.00033778296,0.00070208573,0.00003974334,0.000046927493,0.0001001287],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99788934,0.00009613811,0.0009328897,0.00040224788,0.00018582684,0.00049358734],"domain_scores_gemma":[0.99897194,0.00043969255,0.0002134807,0.00012831438,0.00021194314,0.00003460886],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014285544,0.0001661787,0.00035016626,0.000519408,0.0006072556,0.00011710343,0.00009231702,0.0001353444,0.00003287311],"category_scores_gemma":[0.0001085181,0.00015660348,0.000025757574,0.0011450019,0.000018597015,0.00050746487,0.00006480154,0.00037929555,0.000009250617],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018776553,0.000015516405,0.04937985,0.0045828056,0.00000877553,0.0000075030994,0.8777194,0.000011803234,0.0004911411,0.021972593,0.0000098745095,0.045781977],"study_design_scores_gemma":[0.0006961976,0.000022250897,0.0069210115,0.007895318,0.0000062267163,1.4068884e-7,0.9752338,0.0031018623,0.0007737235,0.00246988,0.0026339388,0.0002456572],"about_ca_topic_score_codex":0.000557091,"about_ca_topic_score_gemma":0.0011169557,"teacher_disagreement_score":0.09751441,"about_ca_system_score_codex":0.00016755945,"about_ca_system_score_gemma":0.00012124534,"threshold_uncertainty_score":0.6386104},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"agree"},{"id":"W4405961185","doi":"10.1093/geroni/igae098.0832","title":"DESIGNING FOR LATER LIFE: SOCIO-GERONTOLOGICAL INSIGHTS IN CONVERSATIONS WITH AGE-TECH EXPERTS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trent University","funders":"","keywords":"Gerontology; Psychology; Medicine","score_opus":0.05017349008222006,"score_gpt":0.33232750640234143,"score_spread":0.2821540163201214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405961185","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95464957,0.00015167745,0.029824436,0.012428799,0.00026025105,0.0005346494,0.0000010736145,0.00045451336,0.0016950466],"genre_scores_gemma":[0.99327546,0.000007346264,0.005841378,0.00042478208,0.00006685468,0.00019614572,0.000009257107,0.0000115914645,0.0001672017],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9989664,0.00006454097,0.00030116597,0.0002605325,0.00015551003,0.00025185762],"domain_scores_gemma":[0.99950826,0.00024718634,0.000050589482,0.00008526012,0.00009046482,0.000018253428],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054097135,0.000088028035,0.00012233018,0.0006159719,0.00017304382,0.00009714792,0.00013297892,0.00016954212,0.000023812354],"category_scores_gemma":[0.00034072675,0.00007862887,0.000014063187,0.00168888,0.00020129203,0.00037289865,0.000021646041,0.00018805653,0.000005524691],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039431325,0.00010488671,0.1390728,0.00009052074,0.000046680794,0.00019612089,0.30494782,0.00015360345,0.00753156,0.5298397,0.003030546,0.014946342],"study_design_scores_gemma":[0.008762602,0.00042111438,0.12573384,0.0036139162,0.00006700963,0.000021150707,0.32867593,0.00784042,0.022493616,0.30171856,0.19770378,0.0029480672],"about_ca_topic_score_codex":0.00025230704,"about_ca_topic_score_gemma":0.0021250308,"teacher_disagreement_score":0.22812113,"about_ca_system_score_codex":0.00022895721,"about_ca_system_score_gemma":0.00018069166,"threshold_uncertainty_score":0.32063925},"labels":[],"label_agreement":null},{"id":"W4405961187","doi":"10.1093/geroni/igae098.1312","title":"FEW OLDER DRIVERS TAKE REFRESHER COURSES: IDENTIFICATION OF FACILITATORS AND BARRIERS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Human-Automation Interaction and Safety","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ottawa Hospital; University of Manitoba; McMaster University; Baycrest Hospital; University of Victoria; McGill University; Lakehead University","funders":"","keywords":"Identification (biology); Internet privacy; Medical education; Computer security; Psychology; Computer science; Medicine; Biology","score_opus":0.020431484642655425,"score_gpt":0.36275584118223325,"score_spread":0.3423243565395778,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405961187","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9818297,0.000104411105,0.005197444,0.0014613171,0.0018360807,0.00016294618,0.000020852565,0.0001228696,0.009264406],"genre_scores_gemma":[0.9952557,0.0000039940455,0.000058637434,0.00018632505,0.000033705073,0.000026770784,0.000019166904,0.0000107402175,0.004404956],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99887085,0.00006366696,0.00060366024,0.00022308856,0.00013377843,0.00010493898],"domain_scores_gemma":[0.999503,0.00007617067,0.00012495916,0.00014612977,0.00012755276,0.000022178605],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00054712605,0.00007864591,0.00009643582,0.0007268452,0.00004903753,0.00005435767,0.000058856036,0.00006350798,0.002186651],"category_scores_gemma":[0.000094783645,0.00008400002,0.000019962916,0.00094748527,0.00007028441,0.00026697293,0.00001144174,0.0001529746,0.000101350524],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037278332,0.000057769113,0.14685093,0.0003381884,0.00019522896,0.000024340488,0.100049436,0.00019639998,0.019039871,0.6180793,0.047308765,0.067822486],"study_design_scores_gemma":[0.0014037287,0.00004214686,0.7433489,0.00054273853,0.00003096934,0.000027134081,0.04059245,0.005728675,0.002748895,0.004084026,0.20097488,0.000475434],"about_ca_topic_score_codex":0.00004225039,"about_ca_topic_score_gemma":0.000011584471,"teacher_disagreement_score":0.6139953,"about_ca_system_score_codex":0.000065940636,"about_ca_system_score_gemma":0.000032209504,"threshold_uncertainty_score":0.9987255},"labels":[],"label_agreement":null},{"id":"W4405961282","doi":"10.1093/geroni/igae098.1587","title":"USING THE AGE-FRIENDLY INVENTORY AND CAMPUS CLIMATE SURVEY AT A MAJOR CANADIAN UNIVERSITY","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health and Well-being Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Environmental science; Psychology","score_opus":0.053987528972555314,"score_gpt":0.34497463345294355,"score_spread":0.2909871044803882,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405961282","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98840386,0.00041443406,0.0000979822,0.0017277253,0.00079011836,0.00010635729,0.000020895943,0.000031524683,0.008407113],"genre_scores_gemma":[0.9983627,0.000014939902,0.000038833794,0.0008954087,0.00004545578,0.000001518699,0.000014887231,0.0000081315575,0.00061811635],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991971,0.00014595794,0.00016223683,0.00017093893,0.000053398096,0.0002703721],"domain_scores_gemma":[0.9996892,0.00010891809,0.00003408828,0.00009883057,0.000042898737,0.000026055508],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010649881,0.000062950574,0.000072376635,0.00037917122,0.00029259035,0.000029225354,0.000056485722,0.00004336588,0.000036582947],"category_scores_gemma":[0.00005134064,0.000057217345,0.0000073795945,0.0010550799,0.000064353415,0.000055455395,0.00004274665,0.00015855026,0.000019650608],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013423436,0.0000045958263,0.955504,0.00006221017,0.000026700036,0.0002208872,0.009204548,0.000010392471,0.000041850748,0.023973666,0.0077682277,0.003169511],"study_design_scores_gemma":[0.00025395246,0.0000096389895,0.89945096,0.00009402747,0.000007543174,0.00001711398,0.0017513953,0.00046116917,0.000004577771,0.00022137733,0.097608335,0.00011993927],"about_ca_topic_score_codex":0.22551505,"about_ca_topic_score_gemma":0.3976704,"teacher_disagreement_score":0.17215535,"about_ca_system_score_codex":0.00033041174,"about_ca_system_score_gemma":0.00012844913,"threshold_uncertainty_score":0.7796423},"labels":[],"label_agreement":null},{"id":"W4405961335","doi":"10.1093/geroni/igae098.2023","title":"ASSESSING THE INTEGRATION OF AGE-FRIENDLY DESIGN RESEARCH INTO THE DESIGN OF HEALTH CARE ENVIRONMENTS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Health care; Risk analysis (engineering); Computer science; Medicine; Economics; Economic growth","score_opus":0.14639619427459974,"score_gpt":0.44991418877305356,"score_spread":0.30351799449845385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405961335","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2559074,0.0014579877,0.71936625,0.020916583,0.00032482276,0.001122319,9.1839354e-7,0.00008476085,0.0008190045],"genre_scores_gemma":[0.9927539,0.000051097748,0.006993842,0.00006518377,0.000028742326,0.0000436032,0.0000030350434,0.000008382337,0.00005221283],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99724406,0.0013946595,0.00047433501,0.00016851428,0.00051401556,0.00020441768],"domain_scores_gemma":[0.99864465,0.0008588974,0.00015186868,0.00020335196,0.00013386624,0.000007352413],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009938063,0.000059649603,0.00009906601,0.0004888984,0.00043720216,0.00010165,0.0003464914,0.00007036323,0.0000065842764],"category_scores_gemma":[0.0009259346,0.00004013726,0.000013247294,0.003215507,0.00059643795,0.00031827454,0.000058967853,0.00039034802,0.0000026501275],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004313504,0.000025152589,0.0015933062,0.000056267196,0.0000140757365,0.0000028841,0.50192666,0.00069399975,0.017274769,0.10216604,0.0006460905,0.3755964],"study_design_scores_gemma":[0.00037376786,0.00017628308,0.023204658,0.0017752053,0.000011264491,0.0000013905155,0.8425026,0.0044301343,0.045474526,0.069385886,0.01242411,0.00024018706],"about_ca_topic_score_codex":0.0022205173,"about_ca_topic_score_gemma":0.00033051617,"teacher_disagreement_score":0.7368465,"about_ca_system_score_codex":0.00036562645,"about_ca_system_score_gemma":0.0004292697,"threshold_uncertainty_score":0.3444354},"labels":[],"label_agreement":null},{"id":"W4405961408","doi":"10.1093/geroni/igae098.2137","title":"SUPPORTING SAFE AND HEALTHY SEXUAL EXPRESSION IN LONG-TERM CARE: A REVIEW OF CANADIAN RESOURCES","year":2024,"lang":"en","type":"review","venue":"Innovation in Aging","topic":"Sex work and related issues","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Baycrest Hospital; Toronto Rehabilitation Institute; University of Toronto; Toronto Metropolitan University; University Health Network; University of Lethbridge; Brock University","funders":"","keywords":"Term (time); Expression (computer science); Medicine; Computer science","score_opus":0.05038030321713384,"score_gpt":0.4195839318136649,"score_spread":0.36920362859653105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405961408","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011303049,0.99373585,6.995962e-7,0.00067028013,0.0002807458,0.00058606657,0.0000037892373,0.000019428355,0.0035728198],"genre_scores_gemma":[0.00058770255,0.9986633,0.000051225874,0.00019843913,0.00014013037,0.00003226507,0.00008480522,0.00001911307,0.00022299257],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976616,0.00029184856,0.0011878796,0.00029785951,0.00023894368,0.00032189075],"domain_scores_gemma":[0.9991509,0.00009786543,0.0004648995,0.00012510267,0.00010291972,0.00005836848],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019682774,0.00016176356,0.0006856561,0.002294535,0.00012610387,0.00005242075,0.00016136345,0.00025058314,0.000047455553],"category_scores_gemma":[0.00034571232,0.00013828478,0.000034134548,0.006006219,0.000079999234,0.000086899796,0.000046285488,0.0005264162,0.0000055051237],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[5.896252e-7,0.0000045056777,0.0013968955,0.10137918,0.000008711045,0.000035987803,0.0368501,1.4307433e-7,2.2615883e-7,0.00022122331,0.0006160688,0.8594864],"study_design_scores_gemma":[0.000036238947,0.0000062454187,0.000057433,0.25106722,0.000029316585,0.0000020025366,0.003442791,2.0548838e-7,2.4146863e-7,0.00002011738,0.7452209,0.00011728105],"about_ca_topic_score_codex":0.056127734,"about_ca_topic_score_gemma":0.055299554,"teacher_disagreement_score":0.8593691,"about_ca_system_score_codex":0.00034432358,"about_ca_system_score_gemma":0.0009181848,"threshold_uncertainty_score":0.96193874},"labels":[],"label_agreement":null},{"id":"W4405961419","doi":"10.1093/geroni/igae098.2190","title":"EFFECTS OF ATTENTIONAL CONTROL DEMANDS IN PROCESSING SPEED TRAINING ACROSS THE ADULT LIFESPAN: FIRST FINDINGS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Insurance, Mortality, Demography, Risk Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal; Institut Universitaire de Gériatrie de Montréal","funders":"Economic and Social Research Council","keywords":"Training (meteorology); Psychology; Control (management); Attentional control; Cognitive psychology; Computer science; Neuroscience; Artificial intelligence; Cognition; Geography","score_opus":0.01844388684885686,"score_gpt":0.3250596074005841,"score_spread":0.30661572055172726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405961419","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9918169,0.00021789472,0.0015021376,0.0037854353,0.00048178283,0.00046144304,0.000003385963,0.000064050306,0.0016670086],"genre_scores_gemma":[0.99920624,0.000020176483,0.00008035492,0.00037866147,0.00017093637,0.00004968688,0.000004405246,0.000011252009,0.00007827932],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99832857,0.000105601386,0.0005375377,0.00023301842,0.00046792673,0.0003273219],"domain_scores_gemma":[0.99928725,0.00031802757,0.00013132254,0.00007538485,0.0001742467,0.000013753448],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028566795,0.00010167963,0.00015965843,0.00043876423,0.00032428151,0.00020578009,0.0002035928,0.000061436556,0.000009052548],"category_scores_gemma":[0.00040055896,0.000089902685,0.000045331308,0.0035406265,0.00021515343,0.0003783056,0.00003040064,0.00023316721,0.0000033571016],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016171705,0.000056732006,0.77484494,0.00063709734,0.000037357524,0.000025790405,0.10110669,0.00064039696,0.00045992536,0.09997463,0.00013024628,0.02207004],"study_design_scores_gemma":[0.001054615,0.000013392039,0.9679949,0.0015901715,0.000016158956,8.173602e-7,0.015190176,0.0066685574,0.00016005084,0.004762519,0.0023402341,0.00020835034],"about_ca_topic_score_codex":0.0006106577,"about_ca_topic_score_gemma":0.0015328928,"teacher_disagreement_score":0.19315004,"about_ca_system_score_codex":0.00010858849,"about_ca_system_score_gemma":0.00008706984,"threshold_uncertainty_score":0.36661252},"labels":[],"label_agreement":null},{"id":"W4405961433","doi":"10.1093/geroni/igae098.2138","title":"EQUITABLE AND SOCIALLY JUST AGE-FRIENDLY COMMUNITIES FOR OLDER LGBTQ+ ADULTS OF COLOR","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"People of color; Gerontology; Sociology; Gender studies; Medicine","score_opus":0.040713172118897495,"score_gpt":0.3484072818345217,"score_spread":0.30769410971562416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405961433","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98702073,0.00061125745,0.002710481,0.002806178,0.0003976812,0.00031434387,0.000012903404,0.00007198804,0.0060544503],"genre_scores_gemma":[0.99739283,0.00012792154,0.00095942273,0.00010939541,0.00017166145,0.00005062374,0.000016445962,0.000007808692,0.001163863],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9992227,0.000048076425,0.0002845673,0.00009538373,0.00014610309,0.00020318816],"domain_scores_gemma":[0.99937534,0.00025450924,0.000077958466,0.00005414594,0.00022796974,0.000010092866],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011017552,0.000063503525,0.000118755524,0.0002406087,0.0004616573,0.00010065126,0.00007996431,0.00004377922,0.0000216551],"category_scores_gemma":[0.00012809478,0.000065801534,0.000016922504,0.0007478591,0.00017863733,0.0002587977,0.000041520827,0.00007659823,9.1880537e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000046157975,0.000012864769,0.0038947212,0.00015719891,0.000012899001,8.3595916e-7,0.55116546,0.000004824438,0.00005942533,0.43786126,0.0034617542,0.003364159],"study_design_scores_gemma":[0.0021199498,0.00015581184,0.111126505,0.0020602143,0.00007328121,0.0000012660715,0.60341954,0.0027893523,0.0006159339,0.12533197,0.15156183,0.00074433227],"about_ca_topic_score_codex":0.010096465,"about_ca_topic_score_gemma":0.034805562,"teacher_disagreement_score":0.3125293,"about_ca_system_score_codex":0.00004925648,"about_ca_system_score_gemma":0.000187208,"threshold_uncertainty_score":0.99649537},"labels":[],"label_agreement":null},{"id":"W4405961466","doi":"10.1093/geroni/igae098.2132","title":"EXPLORING MEALTIME EXPERIENCES OF FAMILIES LIVING WITH DEMENTIA IN LONG-TERM CARE: A GROUNDED THEORY STUDY","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Nutrition, Health and Food Behavior","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Grounded theory; Dementia; Term (time); Long-term care; Psychology; Gerontology; Developmental psychology; Medicine; Psychiatry; Sociology; Qualitative research; Anthropology; Disease; Physics","score_opus":0.06129548499179606,"score_gpt":0.3358639319108052,"score_spread":0.27456844691900917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405961466","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9972164,0.0010303531,0.00035164863,0.000068316585,0.00067225343,0.00046372105,8.80857e-7,0.000084383195,0.00011203624],"genre_scores_gemma":[0.99922,0.00001324179,0.00023296116,0.000042441578,0.000063888525,0.00039618148,0.0000075355606,0.000020543444,0.0000032092055],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985052,0.00011912901,0.0006076166,0.00027370968,0.00025067877,0.00024369184],"domain_scores_gemma":[0.99950624,0.00013580745,0.00009596977,0.00013686654,0.00010715974,0.00001794391],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00072240905,0.000121801444,0.00017299181,0.0011111278,0.00007900862,0.00007083648,0.00009821187,0.000029030103,0.000018670475],"category_scores_gemma":[0.000042463715,0.000116648574,0.000013812255,0.0023216063,0.00004827165,0.00068168883,0.000027212944,0.00019150329,0.0000014832736],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006562063,0.000188834,0.6366117,0.0006109403,0.000009969046,0.00001970804,0.33675712,0.0000142722965,0.0007879033,0.0005047942,0.0000017050286,0.02442742],"study_design_scores_gemma":[0.0005460331,0.00027159604,0.6852696,0.0023328455,0.000019589907,0.0000037446384,0.3088254,0.000041157262,0.0024197595,0.00011187917,0.0000058550986,0.00015254578],"about_ca_topic_score_codex":0.00025360097,"about_ca_topic_score_gemma":0.00040079225,"teacher_disagreement_score":0.048657876,"about_ca_system_score_codex":0.00015736921,"about_ca_system_score_gemma":0.00004613398,"threshold_uncertainty_score":0.47567907},"labels":[],"label_agreement":null},{"id":"W4405961472","doi":"10.1093/geroni/igae098.1957","title":"WHO’S SARCOPENIC? AN ANALYSIS USING THE CANADIAN LONGITUDINAL STUDY ON AGING DATA","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Longitudinal data; Computer science; Data mining","score_opus":0.30945731583092967,"score_gpt":0.48281137433704574,"score_spread":0.17335405850611607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405961472","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9829416,0.00019327272,0.002253598,0.012272762,0.00038124627,0.00056029414,0.000021328911,0.00009587393,0.0012799774],"genre_scores_gemma":[0.9958101,0.000004872643,0.0007030656,0.0028319594,0.00031837853,0.00001182723,0.00019902473,0.000022851016,0.00009790434],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99817395,0.000105140665,0.00055529474,0.0004810865,0.00036427955,0.00032026018],"domain_scores_gemma":[0.9988568,0.00007769585,0.00007020892,0.0007513297,0.00015196102,0.000092045266],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022914303,0.00013059904,0.00023936132,0.0025521351,0.00036936227,0.00028187904,0.00024234671,0.00004373217,0.00012454498],"category_scores_gemma":[0.00009250678,0.00010697519,0.000025442108,0.006257197,0.000035857956,0.0003554455,0.00006549283,0.00054040836,0.000013793397],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001552469,0.00010895567,0.9842969,0.00010043581,0.00018603045,0.00025041256,0.003536775,0.00044067155,0.00012410388,0.0054982835,0.0005152274,0.004926636],"study_design_scores_gemma":[0.0007602121,0.00007932798,0.80346966,0.0007626467,0.00035114173,0.000039206945,0.005357577,0.18250707,0.00005040147,0.00028460214,0.006117584,0.00022054347],"about_ca_topic_score_codex":0.06621788,"about_ca_topic_score_gemma":0.18950844,"teacher_disagreement_score":0.1820664,"about_ca_system_score_codex":0.00062213227,"about_ca_system_score_gemma":0.00051243656,"threshold_uncertainty_score":0.94000024},"labels":[],"label_agreement":null},{"id":"W4405961485","doi":"10.1093/geroni/igae098.1958","title":"APPLES TO APPLES? DISCORDANT DEFINITIONS STILL HINDER EVIDENCE-BASED TREATMENTS FOR SARCOPENIA","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Sarcopenia; Medicine; Internal medicine","score_opus":0.23694855891983435,"score_gpt":0.4266357580341471,"score_spread":0.18968719911431275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405961485","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39590445,0.0018279059,0.44312078,0.15130462,0.0010965251,0.004805326,0.00015425916,0.00059453107,0.0011915927],"genre_scores_gemma":[0.9598364,0.000049799783,0.028689608,0.009730299,0.00020487812,0.0009247236,0.0002340575,0.000033406883,0.0002968281],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99861306,0.00002288875,0.0005545696,0.00032260665,0.00021133585,0.00027556616],"domain_scores_gemma":[0.99924225,0.00028981242,0.000058038364,0.00016843207,0.00017022852,0.00007122141],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004517091,0.0001370157,0.00020429185,0.0009780537,0.00009883269,0.00008410026,0.000057471647,0.000038103255,0.00011438582],"category_scores_gemma":[0.00018213072,0.00012618251,0.00004305783,0.0016766927,0.000025216494,0.00018982314,0.000016640426,0.00016551174,0.00006687253],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001178775,0.0017321494,0.19119509,0.012046554,0.0003557359,0.00045097302,0.007693361,0.0018052896,0.122637264,0.4679129,0.082236946,0.11075496],"study_design_scores_gemma":[0.019632326,0.0015521285,0.18002498,0.0750862,0.0006319565,0.0002327503,0.0042077843,0.03635779,0.07433904,0.0509802,0.5547486,0.002206275],"about_ca_topic_score_codex":0.000053179403,"about_ca_topic_score_gemma":0.00002220566,"teacher_disagreement_score":0.56393194,"about_ca_system_score_codex":0.00033147397,"about_ca_system_score_gemma":0.00026272156,"threshold_uncertainty_score":0.51455736},"labels":[],"label_agreement":null},{"id":"W4405961491","doi":"10.1093/geroni/igae098.2193","title":"INTERSECTING IDENTITIES AND HEALTH-RELATED QUALITY OF LIFE AMONG LGBTQ+ OLDER ADULTS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Social Policy and Reform Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Quality of life (healthcare); Gerontology; Psychology; Quality (philosophy); Medicine; Psychotherapist; Philosophy","score_opus":0.07152260771530251,"score_gpt":0.40779813647343716,"score_spread":0.33627552875813466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405961491","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9871248,0.000541809,0.000042001007,0.0050158235,0.0005253039,0.00011214098,0.0000013939888,0.00006446073,0.0065722796],"genre_scores_gemma":[0.9992949,0.00009636057,0.00001611281,0.00016277783,0.00014101417,0.000006440684,0.0000016282277,0.000004417465,0.00027639238],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99896294,0.000094962765,0.00054140034,0.000107466054,0.00015141544,0.00014183333],"domain_scores_gemma":[0.9995978,0.00011550118,0.00015586076,0.00003212212,0.00008263775,0.000016110589],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019343111,0.0000482234,0.00013664267,0.0002558882,0.00023375997,0.000048929865,0.000042861222,0.000046747762,0.0000086541695],"category_scores_gemma":[0.0004878137,0.000045014265,0.000017302837,0.0012217459,0.0002141144,0.00026315058,0.0000327411,0.00012954656,0.0000010298993],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003964729,0.000012384272,0.21484551,0.00033758243,0.000030410387,7.831001e-7,0.5297619,0.0000026888538,0.000014778952,0.24261492,0.00028322503,0.01209183],"study_design_scores_gemma":[0.00027424208,0.0000103106,0.67546284,0.0010632284,0.0000022332613,1.9337067e-7,0.29434356,0.000088785215,0.000028969987,0.028556785,0.000051105973,0.000117785195],"about_ca_topic_score_codex":0.033413883,"about_ca_topic_score_gemma":0.005711018,"teacher_disagreement_score":0.4606173,"about_ca_system_score_codex":0.00006989329,"about_ca_system_score_gemma":0.00008629046,"threshold_uncertainty_score":0.9730227},"labels":[],"label_agreement":null},{"id":"W4405961496","doi":"10.1093/geroni/igae098.2139","title":"VOLUNTEERING AMONG OLDER ADULTS AND EFFECTS OF ETHNIC MINORITY IDENTITY BEFORE AND DURING COVID-19","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Resilience and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"MacEwan University; Simon Fraser University","funders":"","keywords":"Ethnic group; Coronavirus disease 2019 (COVID-19); Identity (music); 2019-20 coronavirus outbreak; Psychology; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Gerontology; Medicine; Sociology; Virology; Anthropology; Internal medicine; Art","score_opus":0.015302594202824973,"score_gpt":0.3797117239494719,"score_spread":0.3644091297466469,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405961496","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9973424,0.0011838198,0.00043156417,0.00012063889,0.0004063386,0.00024556534,0.0000014309666,0.00003821315,0.00023001846],"genre_scores_gemma":[0.99954075,0.000030018491,0.000035198922,0.0001286774,0.0000416522,0.000024420358,0.0000031440816,0.000006338752,0.00018980875],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99922675,0.0000324448,0.00027211706,0.00022360586,0.000093429095,0.00015163404],"domain_scores_gemma":[0.999728,0.000068601556,0.000057289417,0.00008848396,0.000020729798,0.000036888163],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033232314,0.00006905099,0.00010102207,0.00035150346,0.000050227703,0.000021821783,0.00004224891,0.000053986685,0.000015491729],"category_scores_gemma":[0.00006122946,0.00007118467,0.000008700867,0.0008558516,0.00006373461,0.00031027143,0.00004330626,0.0001531203,0.0000020841728],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014447126,0.000022122407,0.94086474,0.003921445,0.000009070523,0.000043651493,0.020984758,0.0000023755301,0.0014906422,0.006191353,0.000026407184,0.026428998],"study_design_scores_gemma":[0.0004978002,0.00002228517,0.99613273,0.0006102946,0.0000036575364,0.000016326327,0.0011977544,0.00020792721,0.00072650996,0.00050793495,0.000019188128,0.00005756475],"about_ca_topic_score_codex":0.0015844075,"about_ca_topic_score_gemma":0.00071353227,"teacher_disagreement_score":0.055268027,"about_ca_system_score_codex":0.00007559459,"about_ca_system_score_gemma":0.00002033703,"threshold_uncertainty_score":0.29028267},"labels":[],"label_agreement":null},{"id":"W4405961509","doi":"10.1093/geroni/igae098.1996","title":"HEARING AND OLFACTORY LOSS ASSOCIATED WITH ALTERED BRAIN STRUCTURE AND CONNECTIVITY IN DEMENTIA RISK","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Olfactory and Sensory Function Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; University of Toronto; Université de Montréal; University of Saskatchewan; Concordia University","funders":"","keywords":"Dementia; Neuroscience; Olfactory system; Medicine; Psychology; Internal medicine; Disease","score_opus":0.09022956507045328,"score_gpt":0.28056419173849706,"score_spread":0.1903346266680438,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405961509","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99871343,0.00009850868,0.0002574469,0.00041245442,0.00019936087,0.000103374296,0.000014384865,0.000058544203,0.00014247195],"genre_scores_gemma":[0.99963605,0.000008308596,0.000013371547,0.00026919227,0.00002182345,0.0000036495933,0.0000020931204,0.000008424426,0.0000370704],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99915725,0.0001267138,0.00019268352,0.00029172905,0.00010463409,0.00012701716],"domain_scores_gemma":[0.999419,0.0004287381,0.000062923165,0.00005381249,0.000024250678,0.000011315608],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003203497,0.00009230745,0.000110776054,0.0003289159,0.00011418609,0.000089334826,0.000023081622,0.000036428908,0.000012711383],"category_scores_gemma":[0.0006588239,0.00008180681,0.000004910681,0.000935503,0.00007698027,0.00029910696,0.000033619697,0.00028142775,5.1532965e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018954343,0.00001151766,0.92392015,0.000035213117,0.000015072865,0.00002298068,0.0026477107,0.00013929507,0.0696105,0.0015805294,0.000042287214,0.0019557956],"study_design_scores_gemma":[0.0005320218,0.000027362155,0.9817503,0.00014538184,0.0000050000326,0.000009081228,0.00030667736,0.0022143498,0.013306975,0.0011740384,0.00038877185,0.00014005293],"about_ca_topic_score_codex":0.000035686444,"about_ca_topic_score_gemma":0.00017421815,"teacher_disagreement_score":0.057830144,"about_ca_system_score_codex":0.00004520675,"about_ca_system_score_gemma":0.000018454186,"threshold_uncertainty_score":0.3335985},"labels":[],"label_agreement":null},{"id":"W4405961522","doi":"10.1093/geroni/igae098.1074","title":"HEARING LOSS AND PHYSICAL ACTIVITY AMONG OLDER ADULTS IN THE UNITED STATES","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Noise Effects and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Hearing loss; Gerontology; Audiology; Psychology; Physical activity; Medicine; Physical medicine and rehabilitation","score_opus":0.0377285882807683,"score_gpt":0.3994118433802348,"score_spread":0.36168325509946647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405961522","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99467236,0.00001423597,0.00048340412,0.0034344874,0.00018116043,0.0004652559,9.960069e-7,0.00004568738,0.00070239924],"genre_scores_gemma":[0.9990113,0.0000064209576,0.000013484108,0.00067788747,0.000089407054,0.000097571836,0.000013273614,0.000008084548,0.00008258388],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992822,0.00016882435,0.00015336185,0.00013969956,0.00009737069,0.00015858271],"domain_scores_gemma":[0.9994732,0.00036879076,0.000036399237,0.000084104184,0.000029858127,0.0000076255574],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008169046,0.00006040926,0.00007211726,0.0003751814,0.0001070124,0.000029396733,0.000043553835,0.000026384621,0.0000064043443],"category_scores_gemma":[0.000043803302,0.000042903433,0.0000058334917,0.001500905,0.000022164371,0.00015367383,0.00006104894,0.0004225045,0.0000067115125],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050026683,0.0002485461,0.6285661,0.0030000426,0.000028080614,0.00011125731,0.21576838,0.0006105375,0.00067957945,0.07809535,0.004134699,0.068707384],"study_design_scores_gemma":[0.00043168565,0.000009526561,0.9488051,0.0015586764,0.0000022990403,2.0938171e-7,0.0068464074,0.038723134,0.00004371177,0.0011784857,0.002324063,0.00007673446],"about_ca_topic_score_codex":0.0017418114,"about_ca_topic_score_gemma":0.00013927757,"teacher_disagreement_score":0.32023895,"about_ca_system_score_codex":0.000059575115,"about_ca_system_score_gemma":0.000019277106,"threshold_uncertainty_score":0.26331094},"labels":[],"label_agreement":null},{"id":"W4405961524","doi":"10.1093/geroni/igae098.2358","title":"EXPLORING THE POWER OF DOCUMENTARY FILM TO CHALLENGE DEMENTIA-RELATED STIGMA AND SUPPORT DANCE FOR LIFE ENRICHMENT","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Film in Education and Therapy","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Baycrest Hospital; Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"","keywords":"Dance; Stigma (botany); Dementia; Psychology; Power (physics); Visual arts; Art; Psychiatry; Medicine","score_opus":0.11603445876424615,"score_gpt":0.4231954267486065,"score_spread":0.3071609679843603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405961524","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95344186,0.00053073466,0.001520567,0.03702876,0.003106924,0.0010514973,0.00001057962,0.000060504644,0.0032485905],"genre_scores_gemma":[0.9954482,0.000116885734,0.0004678649,0.00256136,0.00008221719,0.0006867569,0.000024025394,0.000015210187,0.0005975223],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99888074,0.000060289763,0.00058625673,0.00016895369,0.0001197844,0.00018399052],"domain_scores_gemma":[0.9993641,0.000268308,0.00009509212,0.00013694052,0.00010960683,0.000025985046],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010462205,0.00007580247,0.0000990493,0.00028980453,0.0001733606,0.000012561328,0.00007830047,0.00002961707,0.00040930673],"category_scores_gemma":[0.00009211726,0.000060935236,0.000013311739,0.00076665345,0.000018040486,0.00020033306,0.000041462314,0.00019680757,0.000017749056],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000093288065,0.0001862501,0.0443503,0.0012290204,0.0002826735,0.0000028377742,0.37099767,0.00024953234,0.0032967287,0.49489892,0.03492882,0.049483974],"study_design_scores_gemma":[0.002419221,0.00028778068,0.2103839,0.002465469,0.000044604665,0.0000016460449,0.08688761,0.0011663212,0.0014197147,0.015010985,0.6793967,0.00051602646],"about_ca_topic_score_codex":0.000043157022,"about_ca_topic_score_gemma":0.000013255231,"teacher_disagreement_score":0.6444679,"about_ca_system_score_codex":0.00006910649,"about_ca_system_score_gemma":0.00013070101,"threshold_uncertainty_score":0.44816214},"labels":[],"label_agreement":null},{"id":"W4405961531","doi":"10.1093/geroni/igae098.2387","title":"EXPLORING END-OF-LIFE DEMENTIA CARE IN RESIDENTIAL CARE SETTINGS: TOWARD A RELATIONAL MODEL","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo; Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"","keywords":"Dementia; Psychology; Gerontology; Medicine; Internal medicine","score_opus":0.15313793217196747,"score_gpt":0.4036670196615297,"score_spread":0.2505290874895622,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405961531","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9880927,0.0023729582,0.0027098646,0.0018214061,0.001792859,0.0003265294,0.000020571295,0.00010159004,0.0027615253],"genre_scores_gemma":[0.9976431,0.000030341329,0.0016206248,0.000112047586,0.0002492184,0.00012185994,0.00015061401,0.000022296328,0.000049869835],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9982325,0.00009486504,0.0008886931,0.00024774394,0.0002747998,0.000261424],"domain_scores_gemma":[0.9992722,0.0001528299,0.00013983251,0.00012154883,0.00029318564,0.000020399551],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050877006,0.00010266223,0.00016785997,0.0011336809,0.0001256746,0.000016628434,0.0000798456,0.00009166471,0.00007005686],"category_scores_gemma":[0.00018742717,0.0001146366,0.000031038675,0.0018312449,0.000018216899,0.00039063953,0.00006598879,0.00048741262,0.000014596164],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010587134,0.000024337842,0.1877157,0.004282888,0.00004773849,0.000023799943,0.7166621,0.013500503,0.0012917056,0.04569037,0.004028353,0.026626596],"study_design_scores_gemma":[0.0038171774,0.00007680503,0.20457163,0.0123174675,0.00009654473,0.0000022917025,0.72678345,0.026101384,0.0012534014,0.0073180716,0.016740868,0.00092086534],"about_ca_topic_score_codex":0.0005064973,"about_ca_topic_score_gemma":0.0002886793,"teacher_disagreement_score":0.0383723,"about_ca_system_score_codex":0.0003783942,"about_ca_system_score_gemma":0.00072783936,"threshold_uncertainty_score":0.46747446},"labels":[],"label_agreement":null},{"id":"W4405961558","doi":"10.1093/geroni/igae098.1133","title":"USING MICRO-CREDENTIAL TO ADVANCE LONG-TERM CARE STAFF EXPERTISE IN PALLIATIVE CARE FOR PEOPLE WITH DEMENTIA","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Credential; Dementia; Palliative care; Term (time); Long-term care; Medicine; Nursing; Psychology; Computer security; Computer science","score_opus":0.04368971415997449,"score_gpt":0.42761822250068265,"score_spread":0.3839285083407082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405961558","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95150715,0.0029201491,0.04251315,0.0003762409,0.0013374819,0.001130205,0.000031281255,0.00006453787,0.00011979389],"genre_scores_gemma":[0.99369735,0.000010726524,0.0054605394,0.00009394828,0.0002228782,0.00027418637,0.0001359509,0.000034274144,0.000070156646],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9986231,0.000055450848,0.0004901291,0.000322269,0.00014878539,0.00036026997],"domain_scores_gemma":[0.9992801,0.00007537394,0.0000974227,0.00013499173,0.00038615867,0.000025984422],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014739865,0.0001334403,0.00019767084,0.0006618126,0.00022254336,0.000040376908,0.00008249288,0.00007491803,0.000038111935],"category_scores_gemma":[0.00004081949,0.00013169105,0.00002149546,0.0018540194,0.00001137167,0.00018832252,0.000042796353,0.00022587148,0.000006083717],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019743443,0.00003120357,0.46035555,0.0026045577,0.000029830377,0.000025954598,0.5000714,0.00060296414,0.008585354,0.00038033034,0.00058117235,0.026534263],"study_design_scores_gemma":[0.004838717,0.00031527958,0.4447965,0.01592089,0.00010674463,0.000002889278,0.5191305,0.001063393,0.007691581,0.00019481588,0.004914002,0.0010246423],"about_ca_topic_score_codex":0.00056825,"about_ca_topic_score_gemma":0.0052455105,"teacher_disagreement_score":0.04219018,"about_ca_system_score_codex":0.00075875706,"about_ca_system_score_gemma":0.00028969866,"threshold_uncertainty_score":0.5370205},"labels":[],"label_agreement":null},{"id":"W4405961566","doi":"10.1093/geroni/igae098.2363","title":"STARTING FROM STRENGTH: BUILDING PARTNERSHIPS IN COMMUNITY ENGAGED INTERVENTION RESEARCH FOR DEMENTIA INCLUSION","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Inclusion (mineral); Dementia; Intervention (counseling); Gerontology; Psychology; Medicine; Social psychology; Psychiatry","score_opus":0.8338438808252542,"score_gpt":0.7159283341295418,"score_spread":0.11791554669571236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405961566","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96952295,0.000061076695,0.013841549,0.014485842,0.0006088408,0.0010548632,0.00003758009,0.00010249763,0.00028479533],"genre_scores_gemma":[0.9926128,0.0000048578368,0.004027321,0.0024584217,0.00020308582,0.0005304044,0.000096436,0.000021790067,0.000044922534],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9838655,0.0127144875,0.0018556579,0.00030571083,0.0005081687,0.0007504605],"domain_scores_gemma":[0.97803634,0.021017015,0.0002475633,0.0002510274,0.00039921742,0.000048824888],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.07736411,0.000104318286,0.00016460859,0.001857276,0.0038267924,0.00006748264,0.00029305235,0.000107386404,0.00018338046],"category_scores_gemma":[0.017668523,0.000113679,0.000022615057,0.004238211,0.00005165392,0.0005923613,0.0006984722,0.004129185,0.000026174843],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007916465,0.00013204895,0.3295886,0.0022198376,0.000023852037,0.0000063100224,0.49473682,0.00008866967,0.045217413,0.05281662,0.00856613,0.06652454],"study_design_scores_gemma":[0.0053303847,0.00018045343,0.090651214,0.01331122,0.000014334107,2.1242842e-7,0.4005196,0.053387836,0.0076634064,0.37135625,0.05699641,0.0005886871],"about_ca_topic_score_codex":0.005577682,"about_ca_topic_score_gemma":0.008404701,"teacher_disagreement_score":0.31853962,"about_ca_system_score_codex":0.0009428508,"about_ca_system_score_gemma":0.00039077477,"threshold_uncertainty_score":0.99816835},"labels":[],"label_agreement":null},{"id":"W4405961598","doi":"10.1093/geroni/igae098.2186","title":"EFFECTS OF HOME-BASED COGNITIVE AND PHYSICAL EXERCISE TRAINING ON COGNITION IN OLDER ADULTS: THE COVEPIC TRIAL","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health and Well-being Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Montreal Heart Institute; Université de Montréal","funders":"","keywords":"Cognition; Cognitive training; Training (meteorology); Psychology; Gerontology; Physical medicine and rehabilitation; Physical therapy; Medicine; Psychiatry; Geography","score_opus":0.024546177291258086,"score_gpt":0.3519283750717003,"score_spread":0.3273821977804422,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405961598","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9961263,0.00029100056,0.0003256136,0.0009498336,0.0004936724,0.00080060354,0.0000049968608,0.0000298499,0.0009781416],"genre_scores_gemma":[0.9987528,0.0000098651235,0.000006648164,0.0007817529,0.00013469419,0.0002786284,0.0000140110715,0.000010618548,0.000010993394],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99910814,0.000119415796,0.00030476428,0.00019651625,0.000106518535,0.00016465636],"domain_scores_gemma":[0.9983258,0.0014971067,0.00006790429,0.00004780462,0.000052061874,0.00000929566],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050088414,0.00008754411,0.00017474723,0.00037819977,0.000040686853,0.00001591284,0.000029581122,0.000058616966,0.000006600389],"category_scores_gemma":[0.00020394927,0.00006942431,0.000016348215,0.0009326598,0.00006555432,0.000044658158,0.0000081011385,0.00030622384,0.000008123035],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010102444,0.0007616686,0.0040090987,0.0017484563,0.00006502219,0.000094194205,0.17460673,0.000020333515,0.00037596162,0.01703457,0.0004239115,0.7907576],"study_design_scores_gemma":[0.18217832,0.001696523,0.717412,0.03958561,0.00017160895,0.000005227422,0.034304842,0.005603717,0.0072977063,0.010479794,0.0004037251,0.0008609443],"about_ca_topic_score_codex":0.000048197606,"about_ca_topic_score_gemma":0.000005310584,"teacher_disagreement_score":0.78989667,"about_ca_system_score_codex":0.00002237109,"about_ca_system_score_gemma":0.000038252354,"threshold_uncertainty_score":0.28310412},"labels":[],"label_agreement":null},{"id":"W4405961616","doi":"10.1093/geroni/igae098.1648","title":"INCREASING THE VISIBILITY OF OLDER ADULTS IN RESEARCH: THE IMPORTANCE OF AGE, SEX, AND FRAILTY CONSIDERATIONS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Women's College Hospital","funders":"","keywords":"Visibility; Gerontology; Psychology; Medicine; Geography","score_opus":0.19029168236121252,"score_gpt":0.47832287287269676,"score_spread":0.28803119051148424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405961616","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9896537,0.0007677682,0.0001282998,0.0048745847,0.000104910294,0.00027207477,0.000003943465,0.000012247789,0.004182485],"genre_scores_gemma":[0.99952126,0.0000035050018,0.000097469616,0.00013341094,0.00002953534,0.00003899566,0.0000036727315,0.000006069456,0.00016610899],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99816805,0.0007200637,0.0005129766,0.0002240695,0.00018727698,0.00018756062],"domain_scores_gemma":[0.996901,0.0024897214,0.000065680964,0.0003014172,0.00023388711,0.000008294797],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007464408,0.00005485912,0.00011810938,0.00038108847,0.00008879764,0.00002875673,0.00010102723,0.000060260467,0.00009167675],"category_scores_gemma":[0.0015402498,0.00003625915,0.000011185812,0.0015484669,0.00047537364,0.00007011461,0.00006691769,0.0005782986,0.0000020023153],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040085135,0.00006268737,0.82375616,0.00009194382,0.000021579743,0.00002821399,0.051875852,0.000006414279,0.0003440124,0.11472187,0.0010631277,0.007988074],"study_design_scores_gemma":[0.00033349654,0.000017501767,0.9629579,0.0002900964,0.0000019835413,0.000019668707,0.012872619,0.000717298,0.00024588977,0.02237188,0.00012369649,0.00004792467],"about_ca_topic_score_codex":0.0015162306,"about_ca_topic_score_gemma":0.0012804081,"teacher_disagreement_score":0.1392018,"about_ca_system_score_codex":0.000030241477,"about_ca_system_score_gemma":0.000078781195,"threshold_uncertainty_score":0.25870296},"labels":[],"label_agreement":null},{"id":"W4405961648","doi":"10.1093/geroni/igae098.2359","title":"NEIGHBORHOOD LIFE FOR PERSONS WITH DEMENTIA: A SYSTEMATIC REVIEW AND META-SYNTHESIS OF WALKING INTERVIEWS","year":2024,"lang":"en","type":"review","venue":"Innovation in Aging","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Dementia; Meta-analysis; Gerontology; Psychology; Systematic review; Physical medicine and rehabilitation; Medicine; MEDLINE; Political science; Disease","score_opus":0.11164120160887007,"score_gpt":0.38253192295114913,"score_spread":0.27089072134227904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405961648","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000029725747,0.99586815,0.00059351866,0.00041764305,0.000057921163,0.0025237228,0.00003944273,0.000028400491,0.00046821914],"genre_scores_gemma":[0.0014988563,0.99501276,0.00033333348,0.00018554612,0.000037322603,0.0027984008,0.000016877038,0.000025049218,0.000091873415],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.997536,0.00025829417,0.001483943,0.0003240465,0.00022251125,0.0001752203],"domain_scores_gemma":[0.9983891,0.0003299344,0.00090299145,0.00019659536,0.00015566696,0.000025705562],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035433064,0.00023207025,0.0024537807,0.00038724302,0.000091509035,0.000080831975,0.00023623694,0.0000929475,0.00006194694],"category_scores_gemma":[0.0006572508,0.00014613323,0.0002427862,0.0020521272,0.000079473095,0.00019577253,0.00002526578,0.00017954696,0.0000012566245],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[3.703272e-7,0.000013221698,0.00005001884,0.9837483,0.0012517367,7.295589e-7,0.0010453727,1.034289e-8,1.4226602e-8,0.0026898358,0.00010189416,0.011098455],"study_design_scores_gemma":[0.000070532755,0.000013165364,0.000005027846,0.7654375,0.13438797,0.0000011407602,0.00084581994,0.0000032479056,3.3687726e-7,0.0004492628,0.098411314,0.00037471796],"about_ca_topic_score_codex":0.0000973425,"about_ca_topic_score_gemma":0.00026976463,"teacher_disagreement_score":0.21831088,"about_ca_system_score_codex":0.00006462149,"about_ca_system_score_gemma":0.00025839856,"threshold_uncertainty_score":0.595914},"labels":[],"label_agreement":null},{"id":"W4405961657","doi":"10.1093/geroni/igae098.0921","title":"OVERCOMING APATHY AMONG OLDER COMMUNITY DWELLERS IN RURAL NORTHERN BC: THE BENEFITS OF ENGAGING IN AN EBOOK CLUB","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Apathy; Club; Gerontology; Medicine; Psychology; Psychiatry","score_opus":0.05307268384701964,"score_gpt":0.3562848439310288,"score_spread":0.3032121600840092,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405961657","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9920431,0.000087322,0.000016592483,0.0012600604,0.0003293575,0.00021069954,0.0000014862761,0.000026817695,0.00602459],"genre_scores_gemma":[0.9995129,0.000006819374,0.000019024556,0.00017377683,0.0001446123,0.000026516194,0.000005755335,0.000009789453,0.000100779005],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984069,0.00061641104,0.00049837335,0.0000943952,0.00018919696,0.00019473363],"domain_scores_gemma":[0.9992556,0.00036372736,0.0001142995,0.00016153553,0.000088619265,0.000016241464],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00400676,0.00007353124,0.00011455727,0.0005918587,0.0002587501,0.0001072139,0.00021934758,0.000057361776,0.000022926433],"category_scores_gemma":[0.00014169094,0.00006709069,0.00001714119,0.0021244949,0.000111808644,0.00043566283,0.00003525531,0.00048862334,0.000003518741],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[6.50798e-7,0.000016068632,0.6134653,0.000019320578,0.0000014815574,3.04288e-7,0.35865107,0.00034787416,0.00007074946,0.020145273,0.000011678826,0.007270211],"study_design_scores_gemma":[0.00014019616,0.000004332903,0.6354815,0.00071758905,0.0000012510939,2.7085446e-7,0.36087644,0.0005994025,0.00007686674,0.0012423274,0.0007561674,0.00010371213],"about_ca_topic_score_codex":0.0799082,"about_ca_topic_score_gemma":0.12109278,"teacher_disagreement_score":0.04118458,"about_ca_system_score_codex":0.00022004769,"about_ca_system_score_gemma":0.00016643087,"threshold_uncertainty_score":0.92621875},"labels":[],"label_agreement":null},{"id":"W4405961720","doi":"10.1093/geroni/igae098.2159","title":"INNOVATING LONG-TERM CARE DURING COVID-19 ACROSS FOUR NATIONS: INNOVATIONS, BARRIERS, AND FACILITATORS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Term (time); Long-term care; Business; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Virology; Nursing; Internal medicine; Physics","score_opus":0.027935224983853823,"score_gpt":0.3619383800851471,"score_spread":0.3340031551012933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405961720","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98886675,0.0015290463,0.0038484428,0.0037098404,0.00058011175,0.00036586824,0.00003464524,0.0003426043,0.0007226939],"genre_scores_gemma":[0.99766433,0.00018296669,0.0005936873,0.00043993222,0.00032681256,0.00009957966,0.000054514298,0.000019748592,0.0006184085],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979008,0.000113366346,0.00072036305,0.00043429504,0.00041983515,0.00041133337],"domain_scores_gemma":[0.99881864,0.00026185173,0.00015648121,0.00014253102,0.0005463044,0.00007417422],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0015730289,0.00017875573,0.00017454801,0.0012795562,0.0023358688,0.00048549738,0.0001483109,0.00010437955,0.000063763524],"category_scores_gemma":[0.0031089855,0.00020018342,0.000024368384,0.007879034,0.00024650153,0.0008598948,0.00009071767,0.00029331745,0.000007264673],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000023467294,0.0000036485642,0.4745726,0.00032306244,0.000020577281,0.000015990174,0.42120647,0.000029700826,0.00010025574,0.098992795,0.0002787462,0.004453796],"study_design_scores_gemma":[0.0011587819,0.000022129827,0.8459717,0.00083498145,0.000019378584,0.000014827814,0.1062672,0.00024823193,0.00020372352,0.011809981,0.032519385,0.00092965056],"about_ca_topic_score_codex":0.0033599415,"about_ca_topic_score_gemma":0.015465002,"teacher_disagreement_score":0.37139913,"about_ca_system_score_codex":0.00058560405,"about_ca_system_score_gemma":0.0005952372,"threshold_uncertainty_score":0.99896294},"labels":[],"label_agreement":null},{"id":"W4405961731","doi":"10.1093/geroni/igae098.1891","title":"RACIAL/ETHNIC DIFFERENCES IN LONELINESS AMONG OLDER ADULTS: THE ROLE OF INCOME AND EDUCATION AS MEDIATORS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Loneliness; Ethnic group; Mediation; Socioeconomic status; Gerontology; Psychological intervention; Psychology; Demography; Health and Retirement Study; Household income; Medicine; Population; Social psychology; Geography; Sociology","score_opus":0.015772802197823583,"score_gpt":0.3491325645841497,"score_spread":0.33335976238632614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405961731","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9924258,0.0018803185,0.000013228429,0.0037819177,0.0005631198,0.00018853207,0.0000010241157,0.000018517008,0.001127566],"genre_scores_gemma":[0.99916244,0.00023572234,0.000014153084,0.00031412882,0.00014661865,0.000039301176,0.0000027904655,0.0000041745698,0.000080679325],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991178,0.000091250986,0.0003594859,0.00011128298,0.00017773268,0.00014243418],"domain_scores_gemma":[0.99949336,0.00027588825,0.00007300915,0.00005392086,0.00008596307,0.000017860631],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009833135,0.000050127666,0.00009539538,0.00030067508,0.00008330249,0.000055549375,0.00009078167,0.000052836334,0.0000328399],"category_scores_gemma":[0.0004335934,0.00003877882,0.000008709483,0.0016987807,0.00012456113,0.0002694063,0.00002134438,0.00013520618,0.0000016451185],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000015333287,0.000010264689,0.81211394,0.000090012,0.0000011842092,2.6231783e-7,0.046361536,7.715909e-7,0.0000019524407,0.073612586,0.0000094039415,0.067796536],"study_design_scores_gemma":[0.000069846225,0.0000023949567,0.94267774,0.000640973,0.000001229789,9.9541865e-8,0.043502852,0.0001994305,0.000019883088,0.012394715,0.00044378298,0.0000470524],"about_ca_topic_score_codex":0.014130651,"about_ca_topic_score_gemma":0.009873272,"teacher_disagreement_score":0.13056378,"about_ca_system_score_codex":0.000065475506,"about_ca_system_score_gemma":0.000328781,"threshold_uncertainty_score":0.9924343},"labels":[],"label_agreement":null},{"id":"W4405961738","doi":"10.1093/geroni/igae098.1927","title":"TESTING ERADAR: A NEW EHR-BASED ALGORITHM TO INCREASE DEMENTIA RECOGNITION IN HEALTH CARE SYSTEMS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Machine Learning in Healthcare","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dementia; Medicine; Intervention (counseling); Population; Cognition; Electronic health record; Health care; Randomized controlled trial; Gerontology; Family medicine; Psychiatry; Disease","score_opus":0.04286818659973925,"score_gpt":0.3322583262358505,"score_spread":0.28939013963611127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405961738","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04005323,0.0019468663,0.9425471,0.012449761,0.0012465842,0.0007557761,0.000008178812,0.0006092674,0.00038322867],"genre_scores_gemma":[0.70329815,0.0000012040085,0.29445133,0.0019095155,0.00018109994,0.00006544529,0.000054628556,0.000019861869,0.000018773115],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9977419,0.00025176568,0.0008331079,0.000499491,0.00031779913,0.00035593822],"domain_scores_gemma":[0.9990276,0.0002510204,0.00014868363,0.00025954572,0.00023144098,0.00008167556],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014904728,0.00014150424,0.0001692741,0.0015869027,0.00009534364,0.0003577217,0.00027677274,0.000049868555,0.000005586445],"category_scores_gemma":[0.00042207193,0.00016370638,0.000013829345,0.0067794113,0.0000059439394,0.000369219,0.00009187676,0.00042226858,0.000029493696],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000019260447,0.000011748215,0.017488936,0.0006899595,0.0000035443102,0.00004677818,0.0030426376,0.0051203994,0.000051547693,0.0032486413,0.00038104958,0.9699128],"study_design_scores_gemma":[0.00038865462,0.000089246656,0.010745157,0.0036539952,0.0000015831018,0.000016899296,0.00030944948,0.97703886,0.0000487309,0.0007090617,0.0067368867,0.00026147097],"about_ca_topic_score_codex":0.014672409,"about_ca_topic_score_gemma":0.00030751352,"teacher_disagreement_score":0.97191846,"about_ca_system_score_codex":0.0005957199,"about_ca_system_score_gemma":0.0009451903,"threshold_uncertainty_score":0.991889},"labels":[],"label_agreement":null},{"id":"W4405961741","doi":"10.1093/geroni/igae098.2063","title":"UNDERSTANDING SEVERITY OF ELDER MISTREATMENT: FINDINGS FROM THE CANADIAN LONGITUDINAL STUDY ON AGING","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Psychology; Gerontology; Elder abuse; Longitudinal study; Medicine; Medical emergency; Human factors and ergonomics; Poison control; Pathology","score_opus":0.18328391548139955,"score_gpt":0.375093328163575,"score_spread":0.19180941268217544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405961741","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.987204,0.000107596316,0.00024233334,0.0026646631,0.0002687108,0.00019625544,0.000005757965,0.000035430974,0.009275254],"genre_scores_gemma":[0.99962515,0.000012979463,0.000022602351,0.00016040241,0.000079859405,0.000008018285,0.0000055427367,0.0000068702084,0.00007855941],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99909806,0.000082366816,0.00021351225,0.00017997407,0.0002337683,0.00019231279],"domain_scores_gemma":[0.9995737,0.00022767099,0.00003544333,0.00009991607,0.000040393254,0.000022860517],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006526363,0.00007215391,0.00008096722,0.00028497103,0.00043609357,0.00013373652,0.00012427634,0.00003834765,0.00010063348],"category_scores_gemma":[0.00007341331,0.000061191306,0.000018593311,0.001702194,0.00006340862,0.00014705722,0.0000127048725,0.00017466863,0.0000066267617],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000029532962,0.000031965803,0.8623292,0.0000050989183,0.00004280831,0.00003103934,0.102069035,0.0000072404378,0.00004294531,0.03403528,0.0003956998,0.0010067696],"study_design_scores_gemma":[0.00053689233,0.00007429692,0.87635815,0.0014851775,0.00005009611,9.873459e-7,0.08212508,0.00011787248,0.0010111332,0.03559171,0.00233323,0.00031534585],"about_ca_topic_score_codex":0.4161675,"about_ca_topic_score_gemma":0.7391273,"teacher_disagreement_score":0.32295975,"about_ca_system_score_codex":0.00069447386,"about_ca_system_score_gemma":0.00027336294,"threshold_uncertainty_score":0.5877203},"labels":[],"label_agreement":null},{"id":"W4405961753","doi":"10.1093/geroni/igae098.1945","title":"WORKING THE SCHOLAR-ACTIVIST HYPHEN: QUEER GERONTOLOGY PERSPECTIVES FROM OLDER BLACK LESBIANS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Scholarship; Oppression; Intersectionality; Queer; Gender studies; Participatory action research; Sociology; Transgender; Lesbian; Women of color; Political science; Politics","score_opus":0.0869969196450874,"score_gpt":0.40258802863770615,"score_spread":0.3155911089926188,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405961753","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9155822,0.003448593,0.010557384,0.01501014,0.0016738685,0.0002221441,0.0000036351605,0.00021781054,0.05328425],"genre_scores_gemma":[0.9925302,0.000006398428,0.00023342945,0.00058812945,0.00048518842,0.00007054633,0.0000147757855,0.000033312044,0.0060379836],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99805534,0.00035656395,0.00038758942,0.00057235535,0.00018098045,0.00044716863],"domain_scores_gemma":[0.9988814,0.00051407854,0.00007197637,0.00040217373,0.00010801321,0.0000223497],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011861492,0.00016649227,0.00018982793,0.00043702414,0.00020424153,0.00020177852,0.00029344228,0.00016271857,0.001026573],"category_scores_gemma":[0.00015250078,0.00013524615,0.00004180068,0.0013973268,0.00030541484,0.00019117643,0.0000701587,0.0013375387,0.00042325133],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010064155,0.00018774363,0.15651022,0.000030181756,0.00047085955,0.00035634404,0.35160264,0.000065423534,0.0012010469,0.32886857,0.026990937,0.1336154],"study_design_scores_gemma":[0.0017584254,0.00007669176,0.6161097,0.0006861342,0.00005363942,0.0001132337,0.22975054,0.0033928254,0.0002899386,0.026778655,0.120085575,0.0009046431],"about_ca_topic_score_codex":0.00089819555,"about_ca_topic_score_gemma":0.00038224386,"teacher_disagreement_score":0.45959947,"about_ca_system_score_codex":0.00017815575,"about_ca_system_score_gemma":0.00007178764,"threshold_uncertainty_score":0.99988663},"labels":[],"label_agreement":null},{"id":"W4405961764","doi":"10.1093/geroni/igae098.2160","title":"INNOVATIONS IN LONG-TERM CARE SECTOR DURING COVID-19: A SCOPING REVIEW","year":2024,"lang":"en","type":"review","venue":"Innovation in Aging","topic":"COVID-19 Pandemic Impacts","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Term (time); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Virology; Physics; Astronomy","score_opus":0.14127573260704582,"score_gpt":0.4016710314909998,"score_spread":0.26039529888395396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405961764","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00024466013,0.994451,0.0006291051,0.0006189829,0.00077224657,0.0022928116,0.0001332281,0.00012945774,0.0007285189],"genre_scores_gemma":[0.00083122187,0.99534917,0.00007395306,0.0021681949,0.00021826944,0.0005796603,0.00051672145,0.00010789711,0.00015494204],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99446964,0.00006230858,0.0038911738,0.000957157,0.000095854324,0.0005238628],"domain_scores_gemma":[0.9975702,0.0002017788,0.0014397866,0.0006172797,0.00009815635,0.000072802635],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0017778244,0.00049730757,0.00203468,0.005994507,0.00010678274,0.00017774815,0.00043030985,0.00031420792,0.0003026502],"category_scores_gemma":[0.0029606735,0.00058842724,0.00017635287,0.012508575,0.000040984425,0.00038422947,0.00023358253,0.0010591112,0.00032830535],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000014692012,0.000028192491,0.0144465165,0.91482276,0.00006220926,0.00011285542,0.0012524078,0.000030999356,3.2309686e-7,0.015373785,0.00030011398,0.053568363],"study_design_scores_gemma":[0.00052243983,0.000008868059,0.000962549,0.78264165,0.00006523442,0.000043316388,0.000032169195,0.000014523836,4.4972887e-7,0.0009916576,0.21373668,0.0009804732],"about_ca_topic_score_codex":0.00021475997,"about_ca_topic_score_gemma":0.0002597927,"teacher_disagreement_score":0.21343656,"about_ca_system_score_codex":0.0039421706,"about_ca_system_score_gemma":0.0013436909,"threshold_uncertainty_score":0.9998815},"labels":[],"label_agreement":null},{"id":"W4405961765","doi":"10.1093/geroni/igae098.2161","title":"INNOVATION CHARACTERISTICS AND STAKEHOLDER INCLUSION IN LTC HOMES DURING COVID-19","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"COVID-19 Pandemic Impacts","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Inclusion (mineral); Stakeholder; Business; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Psychology; Political science; Public relations; Internal medicine","score_opus":0.08284882696703798,"score_gpt":0.30454208726639564,"score_spread":0.22169326029935765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405961765","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98764294,0.00052622147,0.005117177,0.0052955095,0.0004185774,0.00020253114,0.00003751448,0.000086166976,0.0006733855],"genre_scores_gemma":[0.99704355,0.00010192371,0.00015324978,0.0023010368,0.00009756325,0.00002071021,0.00006600158,0.000024096791,0.00019187536],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981957,0.000015522528,0.0010952036,0.00038448587,0.00006354812,0.00024552722],"domain_scores_gemma":[0.99939305,0.0001295525,0.00024726393,0.00015794217,0.00004328437,0.000028883775],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018038779,0.00013459995,0.00023677849,0.0034027495,0.00013147431,0.00016781158,0.000105538624,0.00010205785,0.00008229658],"category_scores_gemma":[0.0015096139,0.00017127418,0.000011238601,0.00458999,0.000033709657,0.0005624796,0.00032944485,0.00029551177,0.000024231022],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001642539,0.000031323456,0.7592243,0.0006193503,0.000010492872,0.000043345768,0.008628109,0.00020573255,0.0027820515,0.22124025,0.0001992907,0.006999327],"study_design_scores_gemma":[0.0013022982,0.000018585375,0.8489163,0.00036391875,0.0000020666835,0.000015466689,0.00027743474,0.010927116,0.00038624543,0.10996073,0.02736214,0.00046769902],"about_ca_topic_score_codex":0.0002902493,"about_ca_topic_score_gemma":0.000030891468,"teacher_disagreement_score":0.11127953,"about_ca_system_score_codex":0.00080857804,"about_ca_system_score_gemma":0.00010490053,"threshold_uncertainty_score":0.69843584},"labels":[],"label_agreement":null},{"id":"W4405961782","doi":"10.1093/geroni/igae098.2011","title":"MENOPAUSE HISTORY AND COGNITIVE FUNCTION IN THE IGNITE TRIAL","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Estrogen and related hormone effects","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Menopause; Cognition; Function (biology); Psychology; Gerontology; Medicine; Psychiatry; Internal medicine; Biology","score_opus":0.0136650353848497,"score_gpt":0.26415488295911504,"score_spread":0.25048984757426535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405961782","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99293154,0.004318932,0.00036626917,0.00017395655,0.00034239652,0.0001838077,7.7129846e-7,0.000008500006,0.0016738197],"genre_scores_gemma":[0.9992162,0.000049021724,0.0000106493035,0.00035747804,0.00013292358,0.00003182692,0.000052084128,0.000006207909,0.00014362787],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995566,0.00005638037,0.00013467221,0.00013134255,0.000050522955,0.000070494374],"domain_scores_gemma":[0.9998784,0.000027201033,0.000021651837,0.000045744047,0.000022130866,0.0000048632596],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041047423,0.000051250034,0.00003851012,0.00014885928,0.000016780697,0.000017681528,0.000025822614,0.00006423044,0.000003735534],"category_scores_gemma":[0.000050232444,0.000039786282,0.0000076089864,0.00029534046,0.00002603315,0.000005630407,0.000013488083,0.00013598794,0.0000030531269],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004123694,0.00013478762,0.0029322985,0.00010557616,0.00012228884,0.00008392571,0.0038171464,0.000028191153,0.9070909,0.011013336,0.0046925712,0.065855265],"study_design_scores_gemma":[0.13664293,0.008134033,0.059939805,0.0026796635,0.00057791645,0.0003730945,0.009883641,0.0058264756,0.19623712,0.0113851745,0.56540114,0.002919003],"about_ca_topic_score_codex":0.000010704086,"about_ca_topic_score_gemma":0.0000044480203,"teacher_disagreement_score":0.7108538,"about_ca_system_score_codex":0.000018799352,"about_ca_system_score_gemma":0.00003400102,"threshold_uncertainty_score":0.16224375},"labels":[],"label_agreement":null},{"id":"W4405961817","doi":"10.1093/geroni/igae098.2292","title":"INFLAMM-AGING IS NOT A UNIVERSAL AGING MECHANISM ACROSS DIVERSE HUMAN POPULATIONS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Adipokines, Inflammation, and Metabolic Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Mechanism (biology); Physics","score_opus":0.04690289309691526,"score_gpt":0.3482474940505835,"score_spread":0.3013446009536682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405961817","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9877238,0.0001265042,0.0065294392,0.002403061,0.0006928616,0.00030542735,0.000031247557,0.00036284912,0.001824772],"genre_scores_gemma":[0.9951692,0.000015029983,0.0008321838,0.0010861101,0.0005844632,0.000021044498,0.00019953855,0.000036836736,0.0020555558],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9983001,0.00003016378,0.00061800174,0.0003585017,0.00035470893,0.00033853838],"domain_scores_gemma":[0.9992648,0.000036607587,0.00012904916,0.00025437408,0.00025018078,0.00006502452],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047026438,0.0001923335,0.00022918361,0.0009221638,0.0002902794,0.00014196933,0.00010045631,0.000076062584,0.00022593472],"category_scores_gemma":[0.00011053327,0.00020473807,0.00006850769,0.0020377007,0.00005568165,0.00065571006,0.000080122314,0.0002658294,0.000051335253],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004003831,0.000117959215,0.1206036,0.0007631904,0.00017753935,0.00040848614,0.035837784,0.00041152403,0.06896403,0.7297954,0.0014520562,0.041428383],"study_design_scores_gemma":[0.008136557,0.0001070046,0.6913288,0.005746882,0.00068671,0.00017907926,0.023087448,0.025216082,0.050913036,0.04210051,0.15050644,0.0019914364],"about_ca_topic_score_codex":0.00028112766,"about_ca_topic_score_gemma":0.00005988979,"teacher_disagreement_score":0.6876949,"about_ca_system_score_codex":0.00019413892,"about_ca_system_score_gemma":0.00013984044,"threshold_uncertainty_score":0.83489764},"labels":[],"label_agreement":null},{"id":"W4405961824","doi":"10.1093/geroni/igae098.2304","title":"ASSOCIATIONS BETWEEN CARDIORESPIRATORY FITNESS, BRAIN AGE, AND NEURODEGENERATION AMONG OLDER ADULTS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Cardiovascular and exercise physiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cardiorespiratory fitness; Neurodegeneration; Gerontology; Medicine; Physical medicine and rehabilitation; Neuroscience; Psychology; Physical therapy; Internal medicine; Disease","score_opus":0.017140236690912684,"score_gpt":0.2838236367215306,"score_spread":0.2666834000306179,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405961824","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9962915,0.00048239256,0.0016204736,0.00059132214,0.00019522892,0.00020890498,0.000011929901,0.00008907078,0.0005091754],"genre_scores_gemma":[0.9987269,0.000014279797,0.000086188295,0.00033815423,0.00041137286,0.000024045781,0.00028288763,0.000018128041,0.000098063494],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991105,0.000054316002,0.000321089,0.00023970279,0.00014126662,0.00013311052],"domain_scores_gemma":[0.9996349,0.00006893731,0.000034932043,0.00012826626,0.00011001215,0.000022936792],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050008507,0.000086368935,0.00024008173,0.00040276969,0.00006357385,0.000047356076,0.000022672913,0.00007330886,0.0000067471965],"category_scores_gemma":[0.00017510144,0.00008806149,0.00005414295,0.0010547229,0.000053424268,0.0001694861,0.000024332981,0.00019843977,0.000005918818],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043065953,0.000049335533,0.7440255,0.0005863982,0.00033289852,0.0003216407,0.005904204,0.00039625572,0.012715653,0.0035071182,0.0064230617,0.22569486],"study_design_scores_gemma":[0.00048392103,0.000012372222,0.9966802,0.0002715722,0.000040203664,0.0000054106,0.00004785382,0.00048728343,0.0010108126,0.00032850102,0.0005466024,0.000085279746],"about_ca_topic_score_codex":0.00012713409,"about_ca_topic_score_gemma":0.00003091753,"teacher_disagreement_score":0.25265467,"about_ca_system_score_codex":0.00008104257,"about_ca_system_score_gemma":0.00004757684,"threshold_uncertainty_score":0.3591043},"labels":[],"label_agreement":null},{"id":"W4405961825","doi":"10.1093/geroni/igae098.1187","title":"THE ROLE OF HETEROGENEITY IN NEUROCOGNITIVE AGING","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Diet and metabolism studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Neurocognitive; Psychology; Cognitive psychology; Neuroscience; Cognition","score_opus":0.02330613206631618,"score_gpt":0.3193317634809814,"score_spread":0.29602563141466526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405961825","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9873037,0.0027064485,0.000052148218,0.0011842457,0.00025186286,0.00012644973,9.934208e-7,0.00002396458,0.008350196],"genre_scores_gemma":[0.9994726,0.000116479234,0.00005124857,0.00018966585,0.000069541275,0.000018497156,0.0000027400617,0.000006876277,0.00007234829],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99939924,0.00001833557,0.00027222448,0.000101964586,0.00010046841,0.000107773296],"domain_scores_gemma":[0.99972135,0.000089171546,0.000033982822,0.000062905965,0.00008673514,0.0000058451938],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003984881,0.00005141649,0.00010435174,0.00028877304,0.00002584522,0.000015357326,0.000029060631,0.000014697002,0.0000024187443],"category_scores_gemma":[0.00015616819,0.00003771559,0.000016384089,0.0011930312,0.000034450823,0.0000632753,0.00003075872,0.0001355236,0.0000034081256],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031685948,0.000050157287,0.5124191,0.00014708686,0.000047625635,0.000034673474,0.0062493565,0.000012400435,0.048497763,0.034106392,0.000099595934,0.39830413],"study_design_scores_gemma":[0.0006218477,0.000023738303,0.9000786,0.00078955764,0.000021555561,0.0000049682667,0.003769577,0.0011657684,0.048326075,0.0062500844,0.03884642,0.00010178484],"about_ca_topic_score_codex":0.000034612804,"about_ca_topic_score_gemma":0.000033444783,"teacher_disagreement_score":0.39820236,"about_ca_system_score_codex":0.000018497129,"about_ca_system_score_gemma":0.000029935869,"threshold_uncertainty_score":0.1537997},"labels":[],"label_agreement":null},{"id":"W4405961832","doi":"10.1093/geroni/igae098.1999","title":"INSIGHTS ON OLDER ADULTS WITH COGNITIVE IMPAIRMENT AND HEARING LOSS: END-USER AND CARE PARTNER PERSPECTIVES","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cognitive impairment; Hearing loss; Audiology; Cognition; Psychology; Cognitive disabilities; Aged care; Gerontology; Developmental psychology; Medicine; Psychiatry","score_opus":0.023605623231215147,"score_gpt":0.3625499983012361,"score_spread":0.33894437507002095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405961832","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9942291,0.0018830963,0.00008659803,0.0011287942,0.00023883638,0.0004510847,0.000004637586,0.00007456561,0.0019032939],"genre_scores_gemma":[0.9992658,0.000051974115,0.00006423295,0.00016703298,0.0001417058,0.000078976314,0.000019702667,0.000017029048,0.00019357554],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9991318,0.000063606734,0.00022176384,0.00028215896,0.00012507265,0.00017561435],"domain_scores_gemma":[0.99947727,0.00018373813,0.00004818934,0.00006248412,0.00020432993,0.00002400578],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001213244,0.0001063997,0.000117678224,0.0004148645,0.00020744938,0.000034523015,0.000018450768,0.00005993655,0.000030263242],"category_scores_gemma":[0.000026410045,0.000082755476,0.0000074262693,0.00065573107,0.00004672282,0.00014236245,0.000029042685,0.00032342793,0.0000066405246],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021864625,0.00004356283,0.09174871,0.00083982066,0.00003436149,0.00005195737,0.87391424,0.0000026406817,0.000048991948,0.014596826,0.0005244721,0.017975789],"study_design_scores_gemma":[0.0015770525,0.00014677193,0.44211757,0.0062342035,0.000016121016,0.000004917214,0.5482671,0.000054249656,0.00013366998,0.00026670395,0.0010073902,0.00017418401],"about_ca_topic_score_codex":0.00019031865,"about_ca_topic_score_gemma":0.0001239989,"teacher_disagreement_score":0.3503689,"about_ca_system_score_codex":0.00013800983,"about_ca_system_score_gemma":0.00008516794,"threshold_uncertainty_score":0.33746704},"labels":[],"label_agreement":null},{"id":"W4405961846","doi":"10.1093/geroni/igae098.2343","title":"UNMASKING THE CONSEQUENCES OF THE COVID-19 PANDEMIC ON COGNITION AND 24-HOUR BEHAVIORS: INSIGHTS FROM THE CLSA","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University; Université de Sherbrooke; McGill University; University of Calgary; University of Saskatchewan; University of British Columbia","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Cognition; Psychology; Virology; Biology; Neuroscience; Medicine; Internal medicine; Infectious disease (medical specialty); Outbreak","score_opus":0.1553091907145186,"score_gpt":0.441933936643397,"score_spread":0.2866247459288784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405961846","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.983517,0.0005988457,0.00023648879,0.013466719,0.0010590334,0.0003431943,0.00002508833,0.000041836156,0.0007118079],"genre_scores_gemma":[0.986969,0.000032794862,0.000006877289,0.0127465185,0.00010669426,0.000048501162,0.000016372003,0.000008001944,0.00006524827],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989661,0.00023026788,0.00033818834,0.0001968059,0.00015672114,0.00011192309],"domain_scores_gemma":[0.99849975,0.0011480706,0.00012342405,0.00018014878,0.00003358866,0.00001500255],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062029244,0.00008130775,0.00008087578,0.0001239704,0.00019369085,0.000041970143,0.00013605297,0.00005788999,0.00006094003],"category_scores_gemma":[0.00013018612,0.000042528147,0.000018135368,0.0008959908,0.00021813349,0.000060876715,0.000038108083,0.0003295971,0.000007700001],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011090357,0.00010101589,0.6114234,0.0001578817,0.00005884498,0.000025123461,0.09262028,0.000045846748,0.026008371,0.22620377,0.00273029,0.040514287],"study_design_scores_gemma":[0.0023586215,0.00017814305,0.70211977,0.0019210944,0.00012589438,0.00009075437,0.03780619,0.00031334464,0.0051064934,0.15258698,0.09693916,0.0004535277],"about_ca_topic_score_codex":0.003129734,"about_ca_topic_score_gemma":0.0009773824,"teacher_disagreement_score":0.094208874,"about_ca_system_score_codex":0.0001484681,"about_ca_system_score_gemma":0.0002237514,"threshold_uncertainty_score":0.47312427},"labels":[],"label_agreement":null},{"id":"W4405961855","doi":"10.1093/geroni/igae098.2109","title":"EMOTION BELIEFS AND DAILY AFFECTIVE EXPERIENCES ACROSS THE ADULT LIFESPAN","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Psychology; Cognitive psychology; Developmental psychology","score_opus":0.03585767354588778,"score_gpt":0.408523194394063,"score_spread":0.3726655208481752,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405961855","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9869252,0.0005504473,0.0014654506,0.0051088715,0.00074970804,0.00012644673,0.0000015384334,0.00007853057,0.00499385],"genre_scores_gemma":[0.9979131,0.000003184207,0.000028101616,0.00039264653,0.00017043836,0.00012503134,0.000004802144,0.00000809335,0.0013545606],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9991059,0.00012507042,0.0001854215,0.00025141297,0.000107205466,0.00022501363],"domain_scores_gemma":[0.9995337,0.0002142394,0.000030955332,0.00012901211,0.000080487305,0.000011570983],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00081825326,0.000070981,0.0000718577,0.00016584304,0.00016252785,0.00010337869,0.00009260138,0.00006284027,0.00006833066],"category_scores_gemma":[0.000115198425,0.000051853516,0.000010011848,0.0009957751,0.00017572108,0.00012983342,0.00004297797,0.00029715372,0.00004878854],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021665288,0.00003072171,0.09133578,0.00003273517,0.00003770484,0.000035525274,0.6877585,0.0000038708836,0.00023630177,0.075750105,0.0028977096,0.14185938],"study_design_scores_gemma":[0.0006827396,0.00011412413,0.52768266,0.00027268686,0.000005216703,0.00010619957,0.46058792,0.0015182095,0.0005446832,0.0039351746,0.0042860764,0.00026432393],"about_ca_topic_score_codex":0.00025643047,"about_ca_topic_score_gemma":0.00007873923,"teacher_disagreement_score":0.43634686,"about_ca_system_score_codex":0.00002992665,"about_ca_system_score_gemma":0.000017984034,"threshold_uncertainty_score":0.2114525},"labels":[],"label_agreement":null},{"id":"W4405961861","doi":"10.1093/geroni/igae098.1947","title":"PRINCIPLES OF QUEER GERONTOLOGY","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Queer; Gerontology; Sociology; Medicine; Gender studies","score_opus":0.04482280940850219,"score_gpt":0.34901901786042955,"score_spread":0.30419620845192735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405961861","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8739781,0.00016838136,0.008961102,0.0023267865,0.00090597506,0.000054249864,0.0000016200302,0.000035852823,0.11356796],"genre_scores_gemma":[0.9973797,0.000011329892,0.00043373127,0.00011478568,0.000109090324,0.0000055317773,0.000004202838,0.0000032049359,0.0019383859],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99948657,0.000029928531,0.00021132508,0.00007496865,0.00011347138,0.00008373956],"domain_scores_gemma":[0.999775,0.00004922973,0.000031203985,0.00003455444,0.00010528683,0.0000047516137],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006513489,0.000026487405,0.00004354646,0.00021829759,0.000044288023,0.000029538225,0.000054894375,0.000030618707,0.000054868164],"category_scores_gemma":[0.00010258794,0.000027796274,0.000011078864,0.0006386099,0.000040855866,0.0001032221,0.000011963303,0.000055075452,0.0000037682025],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[3.8572878e-7,0.0000025538825,0.008192884,0.000009363408,0.0000027425137,0.0000015619621,0.005791861,0.00021667925,0.0015250009,0.9818936,0.00007564685,0.0022877357],"study_design_scores_gemma":[0.00028461666,0.00003260272,0.0655648,0.00084946374,0.000009853091,0.0000034991072,0.019400274,0.076575354,0.0022299255,0.06764092,0.76692814,0.00048057886],"about_ca_topic_score_codex":0.00064599543,"about_ca_topic_score_gemma":0.0018757895,"teacher_disagreement_score":0.91425264,"about_ca_system_score_codex":0.000076679054,"about_ca_system_score_gemma":0.00011167439,"threshold_uncertainty_score":0.113349915},"labels":[],"label_agreement":null},{"id":"W4405961907","doi":"10.1093/geroni/igae098.2162","title":"TECHNOLOGY-BASED INNOVATIONS IN LONG-TERM CARE HOMES DURING COVID-19 AND RELATED INCLUSION PRACTICES","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Inclusion (mineral); Term (time); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Long-term care; Medicine; Psychology; Nursing; Virology; Social psychology","score_opus":0.02087207698297951,"score_gpt":0.3579106495996142,"score_spread":0.3370385726166347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405961907","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9772488,0.0028601366,0.0003457507,0.017958077,0.00024834584,0.00026749252,0.0000024779542,0.0002785848,0.0007903716],"genre_scores_gemma":[0.9989629,0.00026674406,0.00023297446,0.00019741683,0.000065640954,0.000045888864,0.000032792486,0.00001053248,0.00018512162],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987483,0.000075923606,0.00044114213,0.00029242845,0.00023401418,0.00020818869],"domain_scores_gemma":[0.99930876,0.00015759042,0.00022597592,0.000101499994,0.00018425769,0.000021897788],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009443123,0.000103598635,0.00012210984,0.002391219,0.0010112751,0.00013411364,0.0001114787,0.00012417005,0.000032601092],"category_scores_gemma":[0.0014693213,0.00010998572,0.000011467847,0.007343571,0.00016904496,0.0005220508,0.0001373678,0.00029029953,0.0000031089828],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000043311825,0.000018854162,0.65381974,0.0003281234,0.000009335355,0.000050168877,0.30112153,0.0000802226,0.0005375011,0.04091755,0.000068172754,0.0030444746],"study_design_scores_gemma":[0.0011176213,0.000020781115,0.94091105,0.0010891987,0.000017100065,0.0000063171606,0.023981944,0.00047704435,0.0005721332,0.023611365,0.0077676754,0.000427756],"about_ca_topic_score_codex":0.003117366,"about_ca_topic_score_gemma":0.019664863,"teacher_disagreement_score":0.28709134,"about_ca_system_score_codex":0.00040204002,"about_ca_system_score_gemma":0.00043074362,"threshold_uncertainty_score":0.9982237},"labels":[],"label_agreement":null},{"id":"W4405961909","doi":"10.1093/geroni/igae098.1952","title":"ENHANCING CARE AND TEAM PROCESSES THROUGH NURSE PRACTITIONER-LED HUDDLES IN LONG-TERM CARE HOMES","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University; Toronto Rehabilitation Institute","funders":"","keywords":"Nursing; Term (time); Medicine; Long-term care","score_opus":0.02381590445072012,"score_gpt":0.3983003168897757,"score_spread":0.37448441243905556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405961909","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9776413,0.01274874,0.0005802464,0.0011558426,0.001453226,0.0005548427,0.000012091517,0.0001870481,0.0056666583],"genre_scores_gemma":[0.99812776,0.00032382304,0.00047074133,0.00016465102,0.00032429904,0.00014586704,0.00020318873,0.000028291079,0.00021138895],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9984979,0.000099132696,0.0006002762,0.00032599617,0.00017109579,0.00030557945],"domain_scores_gemma":[0.999006,0.00031221012,0.00013623682,0.00013237602,0.0003949063,0.000018268589],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025379352,0.00014601221,0.00020673487,0.0006631965,0.00024805663,0.0000653551,0.00006602447,0.00014103108,0.000058645455],"category_scores_gemma":[0.00028411674,0.00014251047,0.000015347372,0.0023998325,0.00002906326,0.0005799614,0.000033643613,0.00051677827,0.000018112172],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031378502,0.000035569345,0.49360198,0.013391378,0.0000152531,0.000049133916,0.4578034,0.000018803148,0.0014306384,0.002235414,0.0013635483,0.030023525],"study_design_scores_gemma":[0.0013740292,0.00007987221,0.3045703,0.017191079,0.000035968806,0.00001400711,0.6654339,0.000017182148,0.003617979,0.0014212929,0.005735918,0.00050849124],"about_ca_topic_score_codex":0.00045348928,"about_ca_topic_score_gemma":0.0024489118,"teacher_disagreement_score":0.2076305,"about_ca_system_score_codex":0.00035925274,"about_ca_system_score_gemma":0.00056309387,"threshold_uncertainty_score":0.5811408},"labels":[],"label_agreement":null},{"id":"W4405963718","doi":"10.1093/geroni/igae098.1880","title":"DYNAMICS OF DAILY LONELINESS AND DIURNAL CORTISOL","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Spaceflight effects on biology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Loneliness; Psychology; Cortisol awakening response; Hydrocortisone; Endocrinology; Medicine; Psychotherapist","score_opus":0.015511608525674883,"score_gpt":0.31631941911986033,"score_spread":0.30080781059418543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405963718","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9849147,0.000293956,0.0087557975,0.005014992,0.00025336118,0.00010672793,0.0000025323436,0.0000358498,0.0006220761],"genre_scores_gemma":[0.9987913,0.000020971867,0.00067637494,0.00024669984,0.000066203036,0.0000048720967,0.000028510012,0.0000085688125,0.00015651663],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994511,0.000012492706,0.00027506586,0.00011240801,0.00006994841,0.00007898369],"domain_scores_gemma":[0.9997123,0.0000676981,0.000047224657,0.00006968988,0.000092504604,0.000010623952],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023298181,0.00005222441,0.00012515973,0.00043301663,0.000008781845,0.000009199,0.00002046025,0.00004669071,0.000017690834],"category_scores_gemma":[0.00011677048,0.000044995722,0.000008378667,0.0008992045,0.000043308843,0.00005013888,0.000018518722,0.00013461921,0.0000028072852],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000752954,0.000049352308,0.66981816,0.0007234671,0.00004759426,0.00013807701,0.0007337321,0.00001954268,0.18610227,0.07228391,0.00046103977,0.06954756],"study_design_scores_gemma":[0.0026968431,0.00042128732,0.767629,0.0024637077,0.000057437694,0.0005759787,0.00066432543,0.19396058,0.023534056,0.0057690553,0.0019192524,0.0003084493],"about_ca_topic_score_codex":0.000029139188,"about_ca_topic_score_gemma":0.000018702294,"teacher_disagreement_score":0.19394103,"about_ca_system_score_codex":0.000049219492,"about_ca_system_score_gemma":0.00004068666,"threshold_uncertainty_score":0.18348722},"labels":[],"label_agreement":null},{"id":"W4405963727","doi":"10.1093/geroni/igae098.2389","title":"HOW DO HEALTH CARE PROVIDERS VIEW HOSPICE CARE IN BINZHOU, CHINA?: A QUALITATIVE INQUIRY","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Health care; China; Nursing; Qualitative research; Medicine; Sociology; Political science; Social science","score_opus":0.031049505305102268,"score_gpt":0.39308691946388863,"score_spread":0.3620374141587864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405963727","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9463133,0.009536308,0.0029664815,0.032350443,0.0022506127,0.00066419796,0.000016854538,0.00012836872,0.0057734223],"genre_scores_gemma":[0.9980502,0.000105214676,0.00042207874,0.0008252283,0.00024763838,0.00006887272,0.00006781424,0.000014830834,0.00019810248],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9984573,0.0002929788,0.00035986872,0.00028734916,0.00033885796,0.00026366083],"domain_scores_gemma":[0.9994596,0.00008184086,0.00009121027,0.000086234955,0.00025737658,0.000023686147],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011344318,0.000106089545,0.00014072284,0.00058365124,0.00021545858,0.00044005064,0.00012909518,0.000062628154,0.000008152938],"category_scores_gemma":[0.00021528396,0.00011291387,0.000029745897,0.0025760452,0.00007440424,0.00051985035,0.000031460535,0.0002465674,0.0000030199135],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000015559166,0.0000045136053,0.0013405948,0.00015475547,0.000003909647,0.0000047799404,0.69383013,0.00012207063,0.00003052801,0.28184608,0.00026163476,0.022399435],"study_design_scores_gemma":[0.00014102938,0.000030889343,0.0028075727,0.0009622203,0.0000015692023,3.1396593e-7,0.9654915,0.000461029,0.000013566735,0.0030076993,0.026889382,0.00019325619],"about_ca_topic_score_codex":0.0034646613,"about_ca_topic_score_gemma":0.016067559,"teacher_disagreement_score":0.27883837,"about_ca_system_score_codex":0.0011404519,"about_ca_system_score_gemma":0.0007260062,"threshold_uncertainty_score":0.89660746},"labels":[],"label_agreement":null},{"id":"W4405963738","doi":"10.1093/geroni/igae098.2144","title":"CHOICE IN DIRECTLY-FUNDED HOME CARE","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine","score_opus":0.017873729907984366,"score_gpt":0.32255331418960786,"score_spread":0.3046795842816235,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405963738","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95748913,0.00036098057,0.00048559884,0.0014637149,0.0011895528,0.00008340106,0.0000025332154,0.00006654651,0.038858544],"genre_scores_gemma":[0.99852455,0.000014661286,0.00010058138,0.00025331634,0.00025502974,0.000018319643,0.000020321173,0.0000074287377,0.0008057864],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992519,0.00004617119,0.00021764668,0.00014833259,0.00018589877,0.00015003019],"domain_scores_gemma":[0.9997246,0.0000860312,0.000022246506,0.000049003087,0.000108641674,0.00000946551],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004781232,0.000049769955,0.000057222896,0.00047070687,0.00009150665,0.00015295007,0.00008481026,0.000044157485,0.00004153096],"category_scores_gemma":[0.00012398486,0.0000562928,0.000014255965,0.002007126,0.000024699453,0.00022609728,0.000017998686,0.00013299001,0.000010407727],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[9.678326e-7,0.000007484212,0.10967953,0.000035719564,0.000003573615,0.000013176499,0.03176558,0.00057593733,0.0015630781,0.8416687,0.0002671122,0.014419109],"study_design_scores_gemma":[0.0009465471,0.000036738962,0.36302087,0.0026024117,0.000010670313,0.0000025554198,0.08057042,0.049460713,0.001017789,0.06524804,0.43569806,0.0013851987],"about_ca_topic_score_codex":0.0034009235,"about_ca_topic_score_gemma":0.021732273,"teacher_disagreement_score":0.7764207,"about_ca_system_score_codex":0.00038466053,"about_ca_system_score_gemma":0.00012674998,"threshold_uncertainty_score":0.99611855},"labels":[],"label_agreement":null},{"id":"W4405963739","doi":"10.1093/geroni/igae098.1714","title":"A CITIZEN SCIENCE PROJECT ENGAGING NIGERIAN OLDER PERSONS IN A NEIGHBORHOOD ASSESSMENT FOR PHYSICAL ACTIVITY","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health and Well-being Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Citizen science; Psychology; Gerontology; Applied psychology; Medicine; Biology","score_opus":0.05176586592457248,"score_gpt":0.44371304232350556,"score_spread":0.39194717639893306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405963739","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9683505,0.0000389839,0.010490656,0.0054066707,0.00081387797,0.0006754217,0.0000075380462,0.00010226199,0.014114043],"genre_scores_gemma":[0.9982433,9.5367324e-7,0.0004633655,0.0004480814,0.0002072543,0.00046964383,0.0000036980618,0.000015293273,0.00014841759],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.998651,0.000074496835,0.00023500486,0.0004187045,0.00017162632,0.00044916253],"domain_scores_gemma":[0.999444,0.00027957174,0.000053908225,0.00013344092,0.00007238249,0.000016684935],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015937397,0.000110671725,0.0001615448,0.0009934006,0.00018883713,0.00009838962,0.00010705472,0.000035333116,0.000009745864],"category_scores_gemma":[0.00015490022,0.00010856418,0.000023517901,0.003339473,0.00008119637,0.00022365186,0.00004041235,0.00036626763,0.000005730739],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000061013696,0.000557344,0.103998065,0.0006379002,0.000050334707,0.000057514124,0.16758882,0.000031105123,0.008901012,0.25574636,0.0028833298,0.4594872],"study_design_scores_gemma":[0.003376453,0.00028763956,0.8843121,0.0015607738,0.000020572119,0.000015195581,0.02565854,0.06319519,0.0010441599,0.010463442,0.009202186,0.0008637702],"about_ca_topic_score_codex":0.00018518193,"about_ca_topic_score_gemma":0.000025577834,"teacher_disagreement_score":0.780314,"about_ca_system_score_codex":0.00029592405,"about_ca_system_score_gemma":0.00044270346,"threshold_uncertainty_score":0.44271186},"labels":[],"label_agreement":null},{"id":"W4405963992","doi":"10.1093/geroni/igae098.1940","title":"DEVELOPMENT OF CONSUMER-REPORTED QUALITY INDICATORS FOR PUBLICLY-FUNDED HOME AND COMMUNITY-BASED SERVICES","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Customer Service Quality and Loyalty","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Business; Quality (philosophy); Marketing","score_opus":0.07938985091503489,"score_gpt":0.3356065052941045,"score_spread":0.2562166543790696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405963992","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99586046,0.000056339028,0.0019469955,0.0010445742,0.0001949833,0.00023448649,0.000005288127,0.00013136088,0.00052551244],"genre_scores_gemma":[0.99617976,6.1623524e-7,0.0014185092,0.0019425142,0.000053849617,0.000045565266,0.00033218437,0.00001451221,0.0000124974995],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99858016,0.000036519024,0.00085866393,0.00017800208,0.00018850388,0.00015815147],"domain_scores_gemma":[0.99902904,0.00020697183,0.0003497487,0.00017999648,0.00022822831,0.0000059991908],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038590147,0.00011613124,0.00018747008,0.0013355328,0.00021951797,0.00026396546,0.00014851638,0.00006106104,0.000023081133],"category_scores_gemma":[0.00007487705,0.000119935685,0.000020518488,0.002839596,0.00003644702,0.0006788404,0.00009361103,0.00022937628,0.0000049066525],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007828416,0.00033216807,0.6824067,0.023863917,0.0001566674,0.0000031982142,0.0072682314,0.00003073226,0.0026473436,0.22712363,0.00021188188,0.055877194],"study_design_scores_gemma":[0.0030496132,0.000014063199,0.57258415,0.0018468214,0.000087053275,0.0000015667708,0.016844574,0.011220707,0.0030029505,0.02527525,0.36501962,0.0010535945],"about_ca_topic_score_codex":0.001820863,"about_ca_topic_score_gemma":0.0019509145,"teacher_disagreement_score":0.36480775,"about_ca_system_score_codex":0.000036216923,"about_ca_system_score_gemma":0.0000668458,"threshold_uncertainty_score":0.48908353},"labels":[],"label_agreement":null},{"id":"W4405964056","doi":"10.1093/geroni/igae098.1706","title":"WORKING WITH DIVERSE ELDERS IN RURAL COMMUNITIES (OPPORTUNITIES AND STRENGTHS)","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geography; Gerontology; Medicine","score_opus":0.06970093149497246,"score_gpt":0.3127531183007678,"score_spread":0.24305218680579532,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405964056","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98950696,0.0004521142,0.00012470828,0.0019168103,0.0001917794,0.00007809923,8.0886514e-7,0.00007005607,0.007658655],"genre_scores_gemma":[0.9983779,0.000683248,0.00008258282,0.00011846907,0.0000870243,0.000011550683,0.000007599625,0.000005623676,0.00062600384],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99937975,0.00007417068,0.00018162014,0.00006162311,0.00015030899,0.00015250617],"domain_scores_gemma":[0.9996799,0.00017270636,0.000039140177,0.00004801219,0.00004913766,0.000011077398],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005752549,0.00006769426,0.00008090147,0.00048451516,0.00028826718,0.00017076699,0.000057879053,0.000026538173,0.000026751419],"category_scores_gemma":[0.000031470507,0.00006397937,0.0000060959364,0.00088913925,0.00019281608,0.0003440011,0.00002740723,0.00014075663,8.866445e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000025071586,0.0000054324382,0.22228153,0.000016378819,0.0000076127862,0.000009660163,0.6420685,0.000017883596,0.000002799152,0.11929695,0.00027844743,0.016012292],"study_design_scores_gemma":[0.00026423088,0.000013124839,0.055521168,0.00086591765,0.0000064822516,0.0000011812989,0.9104556,0.00042606366,0.000009546586,0.0047677676,0.02747158,0.00019734772],"about_ca_topic_score_codex":0.027002404,"about_ca_topic_score_gemma":0.14608309,"teacher_disagreement_score":0.26838708,"about_ca_system_score_codex":0.000060244573,"about_ca_system_score_gemma":0.00007524276,"threshold_uncertainty_score":0.97947687},"labels":[],"label_agreement":null},{"id":"W4405964083","doi":"10.1093/geroni/igae098.1897","title":"PATTERNS OF RUSHED AND UNFINISHED CARE AMONG CARE AIDES IN NURSING HOMES: A LATENT CLASS ANALYSIS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Latent class model; Nursing; Nursing homes; Class (philosophy); Medicine; Psychology; Computer science; Statistics; Mathematics; Artificial intelligence","score_opus":0.024888910197459965,"score_gpt":0.38357590786626755,"score_spread":0.3586869976688076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405964083","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9956473,0.0015773383,0.000423794,0.0005546048,0.0005717712,0.0002729338,0.000022488102,0.000060697254,0.00086906133],"genre_scores_gemma":[0.9994695,0.00004231991,0.00011505876,0.00004414637,0.00006954875,0.000036225676,0.00015241718,0.000016867325,0.000053920936],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983921,0.00013585373,0.0007666882,0.00027687696,0.00017051378,0.0002579571],"domain_scores_gemma":[0.9992536,0.00018389066,0.00014970839,0.00015990935,0.00023120399,0.000021744087],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035185317,0.00011932295,0.0003176399,0.002168437,0.00009612937,0.000027639322,0.00006529543,0.00012953622,0.00004240852],"category_scores_gemma":[0.00005963719,0.00011675122,0.00004371631,0.004248347,0.0000299267,0.00014781082,0.000030970532,0.00038076725,0.0000018496637],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010265,0.000009472361,0.85830456,0.000740746,0.000030607494,0.00000954139,0.1248582,0.000129298,0.00013531739,0.00080822944,0.000057120524,0.014906612],"study_design_scores_gemma":[0.0003979067,0.000016377413,0.8446085,0.002838629,0.000072450806,2.7243152e-7,0.15091448,0.0005983605,0.00010675425,0.00023047799,0.00010345942,0.00011234796],"about_ca_topic_score_codex":0.001956598,"about_ca_topic_score_gemma":0.0018631966,"teacher_disagreement_score":0.026056277,"about_ca_system_score_codex":0.00037425067,"about_ca_system_score_gemma":0.000121092286,"threshold_uncertainty_score":0.47609764},"labels":[],"label_agreement":null},{"id":"W4405964111","doi":"10.1093/geroni/igae098.1327","title":"MUTUALITY AMONG EAST ASIAN DIASPORA AT A NATURALLY OCCURRING RETIREMENT COMMUNITY IN METRO VANCOUVER","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University; University of Toronto","funders":"","keywords":"Diaspora; East Asia; Geography; Sociology; Gender studies; Archaeology; China","score_opus":0.03880715834929338,"score_gpt":0.3299724913586066,"score_spread":0.29116533300931324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405964111","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99345833,0.0001818295,0.00018527632,0.00087045046,0.00084993837,0.00020093493,0.0000032038668,0.00012086751,0.0041291495],"genre_scores_gemma":[0.9991698,0.000011405706,0.00014139245,0.00021480434,0.00015641833,0.000027607413,0.000011109034,0.00000920841,0.0002582265],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99834263,0.0003421584,0.00048394094,0.00019609409,0.0003642146,0.0002709645],"domain_scores_gemma":[0.9994794,0.00010632691,0.00011033877,0.00015072942,0.00012921313,0.000024001327],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030059607,0.000109564324,0.00015087612,0.00052572426,0.0005374126,0.000116537914,0.00017235684,0.000062814914,0.00005635575],"category_scores_gemma":[0.00031071712,0.0001168751,0.000028660836,0.0025273198,0.00012838878,0.00048171834,0.000103274564,0.00046138364,0.0000069035577],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000027999577,0.000022671355,0.48625305,0.000043027063,0.000009325911,0.0000083607665,0.5035582,0.00002656868,0.000021557436,0.0066600693,0.0015780617,0.0018162987],"study_design_scores_gemma":[0.00024047605,0.000008182202,0.8761554,0.0003844556,0.000006128218,7.107582e-8,0.11139835,0.0005230854,0.00005760868,0.0057249097,0.005266196,0.00023514128],"about_ca_topic_score_codex":0.055430137,"about_ca_topic_score_gemma":0.73342013,"teacher_disagreement_score":0.67799,"about_ca_system_score_codex":0.0007102949,"about_ca_system_score_gemma":0.000092909104,"threshold_uncertainty_score":0.95085984},"labels":[],"label_agreement":null},{"id":"W4405964143","doi":"10.1093/geroni/igae098.2244","title":"THE ASSOCIATION BETWEEN GRATITUDE AND MORTALITY AMONG OLDER US WOMEN","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Psychological Well-being and Life Satisfaction","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Gratitude; Association (psychology); Psychology; Demography; Gerontology; Medicine; Social psychology; Sociology; Psychotherapist","score_opus":0.026736276221734735,"score_gpt":0.35136274384374766,"score_spread":0.3246264676220129,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405964143","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9799712,0.00009896374,0.0006312142,0.0009222096,0.0010862424,0.00012441924,0.000003292014,0.00011546634,0.01704705],"genre_scores_gemma":[0.9979642,0.000012928679,0.000014885924,0.00023988556,0.00024560376,0.000068510715,0.000011171058,0.0000088922,0.0014339],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988984,0.00013158107,0.00035726328,0.00023345267,0.00015374031,0.00022556086],"domain_scores_gemma":[0.9993748,0.0003350438,0.00010085216,0.00012806364,0.00004277777,0.000018470355],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017309248,0.00008093849,0.000094283205,0.0001610806,0.00012637246,0.00016022394,0.000060180468,0.000107621236,0.00008076663],"category_scores_gemma":[0.00012325414,0.000061969586,0.000013210769,0.0008980655,0.000038134745,0.00013252533,0.000016984588,0.0003137081,0.00003967103],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000017439647,0.000007454129,0.957046,0.000007839262,0.000058455204,0.0000032848718,0.0024624025,0.0000030150898,0.000058610127,0.02069359,0.00093268335,0.018724976],"study_design_scores_gemma":[0.00014866535,0.000010805596,0.9819521,0.000032843094,0.000006008873,7.3092264e-7,0.0003475796,0.000047076304,0.000014748327,0.01036584,0.0069996044,0.00007401987],"about_ca_topic_score_codex":0.00022599,"about_ca_topic_score_gemma":0.000053958058,"teacher_disagreement_score":0.024906132,"about_ca_system_score_codex":0.00018724873,"about_ca_system_score_gemma":0.00000916827,"threshold_uncertainty_score":0.25270465},"labels":[],"label_agreement":null},{"id":"W4405964148","doi":"10.1093/geroni/igae098.1708","title":"OLDER ADULT ANIMAL FARMERS’ EVACUATION EFFORTS DURING THE 2021 PACIFIC NORTHWEST FLOODS IN CANADA","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Evacuation and Crowd Dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Geography; Environmental protection","score_opus":0.004844298684579596,"score_gpt":0.2137708625789785,"score_spread":0.20892656389439893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405964148","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99611855,0.0001144847,0.001110315,0.0006389297,0.0005862543,0.00015625842,0.000008315993,0.00007631298,0.0011905842],"genre_scores_gemma":[0.9995618,0.000021237774,0.00006185545,0.00007507959,0.00007864165,0.00004142307,0.000067647845,0.000025697293,0.00006662879],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99895215,0.000018431569,0.0004454446,0.00016166287,0.00021305028,0.00020924793],"domain_scores_gemma":[0.9997092,0.000042718726,0.000028878085,0.00012888499,0.00007547114,0.00001484436],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023751074,0.00012040044,0.000089780224,0.00035377534,0.000050109822,0.00008778863,0.00008081857,0.000039952196,0.000076162614],"category_scores_gemma":[0.000028399056,0.000113561284,0.00001396014,0.0020670462,0.000010406236,0.00022622418,0.00001552857,0.0002821662,0.000010033112],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000115220455,0.000023894509,0.6538659,0.0005871269,0.000057634927,0.0001430885,0.007849054,0.2733392,0.010739321,0.015836312,0.0005937338,0.036953215],"study_design_scores_gemma":[0.00027930294,0.0000028003499,0.46076298,0.00023308696,0.0000039712013,0.000008254832,0.00232445,0.534685,0.0007969558,0.00009273298,0.0006023086,0.00020817253],"about_ca_topic_score_codex":0.06882944,"about_ca_topic_score_gemma":0.61524874,"teacher_disagreement_score":0.5464193,"about_ca_system_score_codex":0.0007744229,"about_ca_system_score_gemma":0.00018383152,"threshold_uncertainty_score":0.9373713},"labels":[],"label_agreement":null},{"id":"W4405964151","doi":"10.1093/geroni/igae098.1643","title":"INTERSECTION OF AGE, SEX, AND FRAILTY: CONSIDERATIONS FOR TRANSLATIONAL GEROSCIENCE, GERIATRICS, AND FORTITUDE","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geriatrics; Intersection (aeronautics); Gerontology; Medicine; Psychology; Engineering; Psychiatry; Transport engineering","score_opus":0.053062053597863715,"score_gpt":0.33945622178037643,"score_spread":0.28639416818251273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405964151","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93440753,0.00017511731,0.060370162,0.0036552437,0.00029814008,0.0004005995,0.000018378276,0.000044981443,0.00062987156],"genre_scores_gemma":[0.989157,0.000010203402,0.010276339,0.00021476697,0.000063929794,0.000026602293,0.00002396866,0.0000076048,0.00021954239],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99931294,0.000007543305,0.00033213178,0.00016485435,0.00010400107,0.000078540026],"domain_scores_gemma":[0.9995895,0.00020328151,0.000042195334,0.000050435352,0.00010010377,0.000014506995],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003045405,0.000057426485,0.00010423864,0.0005190534,0.000042088795,0.00004320514,0.000011702954,0.000039165956,0.000014176858],"category_scores_gemma":[0.00024465082,0.000058162088,0.000012057699,0.0005813982,0.00007502244,0.0001826952,0.000008538492,0.00008530949,2.4832877e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010029376,0.00015869453,0.14664805,0.0024091508,0.00012447027,0.000041745407,0.023383114,0.0003072843,0.31788033,0.39809337,0.0035827635,0.107270725],"study_design_scores_gemma":[0.007232663,0.0006357459,0.6019499,0.002298436,0.00016722883,0.0004984024,0.0023306932,0.113177784,0.03427011,0.22296403,0.013794297,0.0006807067],"about_ca_topic_score_codex":0.000022781804,"about_ca_topic_score_gemma":0.00004019298,"teacher_disagreement_score":0.45530185,"about_ca_system_score_codex":0.000026489657,"about_ca_system_score_gemma":0.00007140595,"threshold_uncertainty_score":0.2371781},"labels":[],"label_agreement":null},{"id":"W4405964182","doi":"10.1093/geroni/igae098.1326","title":"HOUSING AND COMMUNITY FOR OLDER ADULTS AS AGING IN PLACE (AIP) ENABLER: AN INTERNATIONAL PERSPECTIVE","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Enabling; Aging in place; Perspective (graphical); Gerontology; Psychology; Medicine; Computer science; Psychiatry","score_opus":0.027521720114263307,"score_gpt":0.3566057717670492,"score_spread":0.3290840516527859,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405964182","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9899443,0.0002567441,0.0015355872,0.0030841143,0.00040624748,0.00024613968,0.0000035201572,0.000082839615,0.004440507],"genre_scores_gemma":[0.99862486,0.00009724126,0.0004713749,0.0002034898,0.00026554996,0.000034819255,0.000013147332,0.000010060651,0.0002794578],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99907804,0.00015861286,0.0002398589,0.0001868883,0.00016531585,0.00017130096],"domain_scores_gemma":[0.99933594,0.00027759097,0.000059466,0.00006946731,0.00024138065,0.000016136963],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017601659,0.00007969842,0.00009105387,0.0005262571,0.00051171635,0.00022556416,0.00010967202,0.000041137027,0.000016467222],"category_scores_gemma":[0.00046719774,0.000087953886,0.000012344446,0.00088723004,0.0000791289,0.000775565,0.000038173275,0.0002654865,0.0000012248024],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010024974,0.00004191737,0.03662813,0.00003507088,0.000011144694,0.0000030442761,0.869043,0.000041522097,0.000033076,0.08844281,0.00018518545,0.005525078],"study_design_scores_gemma":[0.0018096832,0.00005823355,0.31306738,0.0017005356,0.000014254939,0.0000035354983,0.5642473,0.015317287,0.00021292464,0.08922513,0.013785218,0.0005584979],"about_ca_topic_score_codex":0.043284673,"about_ca_topic_score_gemma":0.04070411,"teacher_disagreement_score":0.30479565,"about_ca_system_score_codex":0.00032762522,"about_ca_system_score_gemma":0.00011303322,"threshold_uncertainty_score":0.97680056},"labels":[],"label_agreement":null},{"id":"W4405964184","doi":"10.1093/geroni/igae098.2018","title":"BRAIN HEALTH IN COMMUNITY: INVOLVING AND COLLABORATING WITH COMMUNITIES YIELDED UNEXPECTED INNOVATIONS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Genetics, Bioinformatics, and Biomedical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Community health; Psychology; Business; Medicine; Nursing; Public health","score_opus":0.03490415054729213,"score_gpt":0.3307704790727605,"score_spread":0.2958663285254684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405964184","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9888507,0.00057294394,0.0024112961,0.0073285494,0.000059241444,0.00020820923,0.000012499461,0.000024289197,0.0005322849],"genre_scores_gemma":[0.99552494,0.00016660601,0.0019362706,0.0017982221,0.00004121551,0.0000234369,0.00040085288,0.000013325505,0.00009510338],"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","domain_scores_codex":[0.99886656,0.0001654792,0.0004899402,0.00010535602,0.00014203636,0.00023062702],"domain_scores_gemma":[0.99937785,0.00012531134,0.00007165409,0.0001912912,0.00020616225,0.00002775481],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014477676,0.000103240214,0.00012565445,0.00064100046,0.00016779115,0.00013643237,0.00012678644,0.000078228804,0.000003717226],"category_scores_gemma":[0.00035481853,0.00009651448,0.000006537632,0.0024006225,0.00014955686,0.000017866683,0.00013883208,0.0004492981,7.856864e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017602046,0.00048598324,0.21085192,0.0035159597,0.00020301504,0.000025718356,0.10647766,0.00060512667,0.43958825,0.037114143,0.014494112,0.18646209],"study_design_scores_gemma":[0.009888921,0.0041436767,0.21123421,0.012273757,0.000019659188,0.00015131071,0.48980895,0.08527972,0.064700626,0.011372309,0.10809097,0.0030358934],"about_ca_topic_score_codex":0.00076364935,"about_ca_topic_score_gemma":0.004239683,"teacher_disagreement_score":0.3833313,"about_ca_system_score_codex":0.000053773634,"about_ca_system_score_gemma":0.00032342537,"threshold_uncertainty_score":0.3935746},"labels":[],"label_agreement":null},{"id":"W4405964194","doi":"10.1093/geroni/igae098.1971","title":"EXTENDING GERONTOLOGICAL KNOWLEDGE AND THEORY THROUGH ETHNOGRAPHIC CASE STUDY METHODS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Ethnography; Gerontological nursing; Psychology; Sociology; Epistemology; Nursing; Philosophy; Anthropology; Medicine","score_opus":0.1961325333499894,"score_gpt":0.5503995685529007,"score_spread":0.35426703520291136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405964194","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92012316,0.008262264,0.050885484,0.00037274347,0.00084888015,0.00026697534,7.986286e-7,0.00020502176,0.019034695],"genre_scores_gemma":[0.995564,0.000005729416,0.00298217,0.00010231386,0.0000972614,0.00012000464,0.0000022607437,0.000018048668,0.0011082493],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9973543,0.0012880957,0.0004297844,0.00049972796,0.00008568177,0.000342391],"domain_scores_gemma":[0.99843854,0.0011936399,0.00004256545,0.00023320895,0.00006906354,0.000023004024],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0053407378,0.00014161564,0.0002050045,0.0007610876,0.00016261642,0.00007544017,0.00010762724,0.00013456622,0.00022727798],"category_scores_gemma":[0.00018003854,0.000121769895,0.000023543238,0.0020639142,0.0001839505,0.0001618448,0.00009600943,0.000688442,0.00002934059],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003005179,0.00024814476,0.07624184,0.0000540554,0.00012791308,0.0055725533,0.13495767,8.891268e-7,0.00010384998,0.36839813,0.0004216526,0.41384324],"study_design_scores_gemma":[0.0036888025,0.0008193088,0.15684928,0.0004978592,0.00014338302,0.017194657,0.6297816,0.0029177829,0.00014390366,0.17057845,0.01602736,0.001357636],"about_ca_topic_score_codex":0.0002600082,"about_ca_topic_score_gemma":0.00010460409,"teacher_disagreement_score":0.49482393,"about_ca_system_score_codex":0.000040624655,"about_ca_system_score_gemma":0.000024933195,"threshold_uncertainty_score":0.4965632},"labels":[],"label_agreement":null},{"id":"W4405964197","doi":"10.1093/geroni/igae098.2211","title":"DIGITAL APPROACHES TO ROUTINE COGNITIVE SCREENING FOR OLDER ADULTS IN PRIMARY CARE SETTINGS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Primary care; Cognition; Medicine; Gerontology; Psychology; Family medicine; Psychiatry","score_opus":0.047463298361693954,"score_gpt":0.32008991204968984,"score_spread":0.2726266136879959,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405964197","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9602428,0.00017608069,0.023669196,0.00218274,0.000054455344,0.001439914,0.00003144883,0.00006593578,0.012137444],"genre_scores_gemma":[0.99630386,0.0000010293188,0.00113414,0.0008195552,0.00010262423,0.00032107803,0.00080902025,0.000023131837,0.00048558283],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99880326,0.000013909454,0.00034218887,0.00032301847,0.0002454025,0.0002722452],"domain_scores_gemma":[0.9995251,0.00012506709,0.000029033414,0.000057204008,0.00023166655,0.000031869706],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004289034,0.00010640268,0.00014325694,0.0009287952,0.00003220754,0.000117963624,0.000040299175,0.000039268325,0.000018509727],"category_scores_gemma":[0.00022458949,0.00010380928,0.000027812657,0.0017518653,0.000020535177,0.00026889454,0.000058162255,0.00020293213,0.000010076951],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024938397,0.00007667272,0.31302607,0.001223414,0.000024636753,0.000044456345,0.0065980176,0.0000036157467,0.0001810879,0.0002673325,0.000106575644,0.67819875],"study_design_scores_gemma":[0.004935377,0.0002271375,0.95128036,0.011275691,0.000022102915,0.000014957311,0.02426871,0.0025365092,0.004009229,0.00008450206,0.0010942835,0.00025116754],"about_ca_topic_score_codex":0.000007895332,"about_ca_topic_score_gemma":0.000002629689,"teacher_disagreement_score":0.6779476,"about_ca_system_score_codex":0.00014532736,"about_ca_system_score_gemma":0.00009319516,"threshold_uncertainty_score":0.42332196},"labels":[],"label_agreement":null},{"id":"W4405964220","doi":"10.1093/geroni/igae098.1893","title":"CREATION AND EVALUATION OF A VIDEO SERIES SHARING A PALLIATIVE APPROACH TO CARE IN CANADIAN LONG-TERM CARE HOMES","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; McMaster University; Saskatchewan Health Authority; University of Saskatchewan; University of Regina","funders":"","keywords":"Term (time); Series (stratigraphy); Long-term care; Palliative care; Nursing; Medicine","score_opus":0.11291361598890119,"score_gpt":0.4312931106538288,"score_spread":0.3183794946649276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405964220","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98932177,0.0056451373,0.00020921246,0.00025887287,0.000075600736,0.00047137047,0.00001431317,0.000014327271,0.0039894157],"genre_scores_gemma":[0.99861676,0.0000784151,0.0008619088,0.00005172506,0.000039588853,0.000071138085,0.00024710663,0.000010731294,0.00002264261],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99904615,0.000029789748,0.0003440592,0.00021021989,0.00023871196,0.0001310667],"domain_scores_gemma":[0.99915475,0.000032223852,0.000056670142,0.00009479931,0.0006281528,0.000033432407],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041308667,0.00008687216,0.00018445076,0.0011912935,0.000020476826,0.000021818116,0.000035785448,0.000051677896,0.000007950297],"category_scores_gemma":[0.0002829499,0.00008818144,0.000013645444,0.0015640002,0.000025515548,0.0001717339,0.000018933795,0.00009862341,6.036494e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021175852,0.0000068727986,0.8766732,0.0011930359,0.000017627504,0.0000048385523,0.099690355,0.0002913515,0.0006066737,0.0016863814,0.000007784363,0.019800676],"study_design_scores_gemma":[0.0006773928,0.00006243143,0.9531226,0.006180382,0.000043355936,0.0000019615757,0.031704582,0.002539171,0.005116768,0.00019105533,0.00024604547,0.000114231305],"about_ca_topic_score_codex":0.020821322,"about_ca_topic_score_gemma":0.054673124,"teacher_disagreement_score":0.076449394,"about_ca_system_score_codex":0.00061781396,"about_ca_system_score_gemma":0.0003456234,"threshold_uncertainty_score":0.9856991},"labels":[],"label_agreement":null},{"id":"W4405964221","doi":"10.1093/geroni/igae098.0986","title":"BUILDING MORE AGE-INCLUSIVE CAMPUSES BY ENGAGING WITH RETIRED FACULTY","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medical education; Gerontology; Psychology; Medicine","score_opus":0.1398254453050655,"score_gpt":0.4531912629767473,"score_spread":0.3133658176716818,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405964221","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9780667,0.00016703803,0.0027877712,0.009156197,0.00038858622,0.00033090886,0.000012429618,0.00024728692,0.008843119],"genre_scores_gemma":[0.99806195,0.000014290505,0.00083169143,0.0003953214,0.000130133,0.0000420357,0.00004096265,0.000016218597,0.00046741945],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99844015,0.00010262573,0.00033765857,0.00032980082,0.00047676457,0.00031298894],"domain_scores_gemma":[0.99954396,0.00010873849,0.00007352247,0.00012153129,0.00012453177,0.000027682314],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012866086,0.000119243734,0.00012322252,0.00023190893,0.00043753098,0.00027930897,0.0001605041,0.00005369365,0.000048983038],"category_scores_gemma":[0.0002502681,0.00010852414,0.000021223408,0.0019940096,0.00021102984,0.0003867904,0.00005613901,0.00021843993,0.000006395082],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025822646,0.00014362796,0.3086078,0.00036908375,0.00009345264,0.00010805826,0.31889057,0.00041971199,0.015278352,0.26427838,0.01124102,0.080544114],"study_design_scores_gemma":[0.0019236286,0.00015332106,0.036618594,0.0040591345,0.0000831482,0.0000068640684,0.23286876,0.002353334,0.017494157,0.05757856,0.6447497,0.0021107907],"about_ca_topic_score_codex":0.0022804537,"about_ca_topic_score_gemma":0.0004341965,"teacher_disagreement_score":0.6335087,"about_ca_system_score_codex":0.00052488217,"about_ca_system_score_gemma":0.00014150256,"threshold_uncertainty_score":0.44254857},"labels":[],"label_agreement":null},{"id":"W4405964237","doi":"10.1093/geroni/igae098.1876","title":"GHANAIAN NURSING STUDENTS’ EXPERIENCES IN CARING FOR OLDER ADULTS IN ACUTE CARE SETTINGS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Brock University","funders":"","keywords":"Nursing; Psychology; Medicine","score_opus":0.011172502477698113,"score_gpt":0.33843940428728986,"score_spread":0.3272669018095917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405964237","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9949949,0.00023248672,0.00088103925,0.00090256706,0.0009717937,0.00030001395,0.0000026695845,0.000032863274,0.0016817098],"genre_scores_gemma":[0.99896663,0.000009542692,0.00036424512,0.00019107631,0.0001445881,0.00016889669,0.000023532859,0.000010579448,0.000120921555],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9988281,0.000037779584,0.00035771137,0.00025403948,0.00027439266,0.00024795093],"domain_scores_gemma":[0.9997058,0.00006209904,0.00004453786,0.000050963692,0.00012391427,0.000012676679],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006394483,0.000078179386,0.000093136536,0.00063777756,0.00013853054,0.00024300645,0.00016084284,0.00005831069,0.000008140245],"category_scores_gemma":[0.00007609102,0.00008972235,0.000021145326,0.0015987926,0.000038696424,0.00034406132,0.00002247812,0.000134669,8.296228e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005761285,0.000021813581,0.0644544,0.00005323868,0.0000046937116,0.00001313178,0.865162,0.00030169997,0.00020570654,0.046683308,0.00007236342,0.023021879],"study_design_scores_gemma":[0.0004582395,0.000012606114,0.04415937,0.004392745,0.0000035250405,6.7256815e-7,0.933048,0.015342715,0.00023328126,0.0012790986,0.0008098218,0.00025994258],"about_ca_topic_score_codex":0.001250171,"about_ca_topic_score_gemma":0.005783812,"teacher_disagreement_score":0.06788597,"about_ca_system_score_codex":0.0006240228,"about_ca_system_score_gemma":0.0001243616,"threshold_uncertainty_score":0.36587712},"labels":[],"label_agreement":null},{"id":"W4405964345","doi":"10.1093/geroni/igae098.2612","title":"QUADRICEPS MUSCLE THICKNESS MEASURED BY POINT-OF-CARE ULTRASOUND AND HOSPITAL LENGTH OF STAY","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Ultrasound; Medicine; Quadriceps muscle; Point of care ultrasound; Physical medicine and rehabilitation; Radiology","score_opus":0.011215239126082747,"score_gpt":0.278840844178472,"score_spread":0.26762560505238925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405964345","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99494976,0.0017793374,0.00094676955,0.000713531,0.00038123707,0.00019778345,0.000015209795,0.000033438286,0.0009829076],"genre_scores_gemma":[0.9989045,0.000046524012,0.000813181,0.000062974366,0.000036868074,0.000007743761,0.00003461799,0.0000117274585,0.000081847815],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99914473,0.000026527396,0.00039531066,0.00014954591,0.00020026436,0.00008364849],"domain_scores_gemma":[0.9992684,0.0002643776,0.0000785074,0.000097130025,0.00027621034,0.000015359152],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003524876,0.0000711688,0.0001693373,0.00038766788,0.000015726666,0.000013525461,0.000027165112,0.000056498004,0.000031986907],"category_scores_gemma":[0.0004239722,0.00006305009,0.00002937522,0.000944304,0.00006743622,0.00012899356,0.000009561404,0.00013999909,0.000001389638],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000604703,0.00019111372,0.57813156,0.0036120764,0.00012489872,0.000008017351,0.03710319,0.000017274091,0.3081893,0.007992682,0.001989405,0.06258002],"study_design_scores_gemma":[0.0015006869,0.00031747558,0.9312144,0.0020808766,0.000049998696,0.000015783278,0.030225744,0.0002679137,0.027720021,0.000813796,0.0055534462,0.0002398464],"about_ca_topic_score_codex":0.000038376194,"about_ca_topic_score_gemma":0.000003076221,"teacher_disagreement_score":0.35308287,"about_ca_system_score_codex":0.000054199674,"about_ca_system_score_gemma":0.00006570057,"threshold_uncertainty_score":0.25711077},"labels":[],"label_agreement":null},{"id":"W4405964353","doi":"10.1093/geroni/igae098.2415","title":"HOW DO FAMILY RELATIONSHIP PATTERNS IMPACT CAREGIVING BURDEN IN ADULT CHILD CAREGIVERS?","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Family Support in Illness","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Psychology; Gerontology; Developmental psychology; Medicine","score_opus":0.027792248177266218,"score_gpt":0.31434224066524485,"score_spread":0.28654999248797863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405964353","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9697572,0.00019629863,0.00085158646,0.00818714,0.0010689388,0.00026683783,0.00001743396,0.000170079,0.019484468],"genre_scores_gemma":[0.9988311,0.00002539092,0.0000670659,0.00014797572,0.00037549803,0.000033380235,0.000036106496,0.000024196803,0.00045926412],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99825364,0.00015405584,0.0003775927,0.00035120692,0.00046880337,0.00039468103],"domain_scores_gemma":[0.999176,0.00029371027,0.00009759164,0.00018980958,0.00020602836,0.000036819107],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010977708,0.00014529107,0.00015199545,0.0012230446,0.00023942969,0.00058987143,0.00024180913,0.0001400909,0.00004197252],"category_scores_gemma":[0.0008396237,0.00015667504,0.00004509704,0.004277568,0.00008020708,0.0010688188,0.000049699163,0.0005019056,0.000016106655],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002472643,0.000007962283,0.82176983,0.000055146065,0.000008379937,0.00006255352,0.09923715,0.00035847948,0.000056921916,0.06914874,0.0005485635,0.008743769],"study_design_scores_gemma":[0.000414817,0.000012610088,0.75559086,0.0017815063,0.000007695725,0.0000043469045,0.22603165,0.0008567614,0.00003029754,0.0043546837,0.01043802,0.00047678006],"about_ca_topic_score_codex":0.01698426,"about_ca_topic_score_gemma":0.0042720153,"teacher_disagreement_score":0.12679449,"about_ca_system_score_codex":0.0008859303,"about_ca_system_score_gemma":0.00025458098,"threshold_uncertainty_score":0.98956174},"labels":[],"label_agreement":null},{"id":"W4405964355","doi":"10.1093/geroni/igae098.3066","title":"A REFLECTION OF A STUDENT-LED VIRTUAL REALITY ADOPTION PROGRAM FOR PEOPLE LIVING WITH DEMENTIA IN LONG-TERM CARE","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Dementia; Term (time); Reflection (computer programming); Long-term care; Gerontology; Virtual reality; Psychology; Computer science; Medical education; Medicine; Human–computer interaction; Nursing; Physics","score_opus":0.04383737559451557,"score_gpt":0.4428165947435114,"score_spread":0.39897921914899587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405964355","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98797786,0.00018795264,0.00924824,0.00027071557,0.0006910117,0.0012411921,0.0000046825253,0.000118039694,0.00026032017],"genre_scores_gemma":[0.99852765,0.000011761524,0.0005797237,0.00002035074,0.00012438117,0.0005512121,0.00011269101,0.000017235998,0.000055009117],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986928,0.00011555559,0.00059280545,0.0002169379,0.00016556543,0.00021631949],"domain_scores_gemma":[0.99922097,0.00017484384,0.00016655908,0.00010999342,0.00031609973,0.000011541654],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007841029,0.000087611064,0.00017006311,0.00066207437,0.000112875285,0.000023861614,0.00005212689,0.000084971514,0.000016871278],"category_scores_gemma":[0.000060899383,0.00008288335,0.000021160555,0.0021973762,0.0000124731305,0.00017212509,0.000027335469,0.00024131412,0.0000013986677],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000065210195,0.00009385614,0.89930946,0.0017647591,0.000022285903,0.0000015987137,0.05416372,0.00006844507,0.00053317007,0.0012086784,0.00012330992,0.042645514],"study_design_scores_gemma":[0.0006681865,0.00019934285,0.9727408,0.003032637,0.000026322294,7.377718e-7,0.022786258,0.0002441573,0.000052019786,0.000063447755,0.00009373554,0.00009235682],"about_ca_topic_score_codex":0.0003910742,"about_ca_topic_score_gemma":0.0048617395,"teacher_disagreement_score":0.07343135,"about_ca_system_score_codex":0.00033701063,"about_ca_system_score_gemma":0.000187755,"threshold_uncertainty_score":0.3379885},"labels":[],"label_agreement":null},{"id":"W4405964363","doi":"10.1093/geroni/igae098.2486","title":"PSYCHOSOCIAL WELL-BEING, RELATIONSHIP STATUS, SEXUALITY, AND GENDER IN THE CANADIAN LONGITUDINAL STUDY ON AGING","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Psychosocial; Human sexuality; Psychology; Longitudinal study; Gerontology; Developmental psychology; Sociology; Gender studies; Medicine; Psychiatry","score_opus":0.3516146669874259,"score_gpt":0.4926485660647818,"score_spread":0.14103389907735592,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405964363","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94291794,0.000036303296,0.000030151115,0.009500365,0.0004253349,0.00045021935,0.0000013968883,0.000031467414,0.04660681],"genre_scores_gemma":[0.9990998,0.0000057701686,0.000016240905,0.0004903766,0.00020721708,0.00004106293,0.000008917231,0.000007459769,0.00012318471],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982403,0.0003904521,0.0003411363,0.00027134153,0.0004372601,0.00031953445],"domain_scores_gemma":[0.99952614,0.00022371895,0.000041201354,0.00012081046,0.000049708768,0.000038394883],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004180002,0.00008559357,0.000078357705,0.0004570732,0.0005628692,0.00040880305,0.00011798547,0.000049502407,0.000036896385],"category_scores_gemma":[0.00023464693,0.00007768444,0.000011550339,0.0018710766,0.00010534979,0.0002121659,0.000017189392,0.00030398523,0.000008690559],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000011006658,0.00003983226,0.6797118,0.0000127805315,0.0000040813115,0.000005567639,0.15727057,0.000008221095,5.510162e-7,0.16185835,0.00028116777,0.0008059498],"study_design_scores_gemma":[0.00013865685,0.000014184618,0.89297724,0.000034814977,0.0000040138116,2.0664078e-7,0.04616866,0.000023854383,4.3435057e-7,0.057212375,0.0033408715,0.000084720916],"about_ca_topic_score_codex":0.21161434,"about_ca_topic_score_gemma":0.72468984,"teacher_disagreement_score":0.5130755,"about_ca_system_score_codex":0.00065253803,"about_ca_system_score_gemma":0.00026622013,"threshold_uncertainty_score":0.7936356},"labels":[],"label_agreement":null},{"id":"W4405964364","doi":"10.1093/geroni/igae098.2796","title":"EXPLORING THE PERSPECTIVES OF NURSING STUDENTS ABOUT WORKING IN THE LONG-TERM CARE SECTOR","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Term (time); Nursing; Psychology; Medicine","score_opus":0.1499742390123615,"score_gpt":0.4545972153021663,"score_spread":0.3046229762898048,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405964364","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99127877,0.0025443349,0.00017888907,0.001577605,0.0019805012,0.00041832033,0.000001061434,0.00004446274,0.0019760565],"genre_scores_gemma":[0.9992252,0.00007115089,0.000027283822,0.00007144666,0.00042342657,0.00010815473,0.000007468549,0.000015929005,0.000049950613],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99855113,0.00023918103,0.0004904512,0.00018237425,0.0002951241,0.00024174358],"domain_scores_gemma":[0.99914837,0.00042875446,0.00010569226,0.00018600846,0.00012414473,0.000007001727],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009884179,0.000091397844,0.0001276222,0.00053767813,0.00024213726,0.000051379844,0.00023116212,0.000040695,0.000020546418],"category_scores_gemma":[0.000082468214,0.000060829094,0.000027647284,0.0026492432,0.00004256886,0.0001733325,0.000037024856,0.00059812213,0.0000052987716],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009333237,0.000026413176,0.31645077,0.0001413759,0.0000074014833,0.0000069734647,0.6445458,0.000016302922,0.00014995126,0.00275597,0.00009852998,0.035791166],"study_design_scores_gemma":[0.000157126,0.000007162424,0.62932986,0.003587558,0.0000065562936,9.1360164e-7,0.3665113,0.000011631668,0.00004158093,0.00019448616,0.00010147737,0.000050346065],"about_ca_topic_score_codex":0.00015468986,"about_ca_topic_score_gemma":0.00015300573,"teacher_disagreement_score":0.3128791,"about_ca_system_score_codex":0.00041703647,"about_ca_system_score_gemma":0.00009572986,"threshold_uncertainty_score":0.25985762},"labels":[],"label_agreement":null},{"id":"W4405964399","doi":"10.1093/geroni/igae098.3069","title":"CARING FOR CANCER PATIENTS LIVING WITH DEMENTIA: CHALLENGES AND WAYS FORWARD","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Cancer-related cognitive impairment studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver Coastal Health; University of British Columbia; Spinal Cord Injury BC; University of the Fraser Valley","funders":"","keywords":"Dementia; Cancer; Medicine; Gerontology; Psychology; Internal medicine; Disease","score_opus":0.033738613158103045,"score_gpt":0.3020479888040066,"score_spread":0.2683093756459035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405964399","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98226184,0.009226317,0.0029457249,0.0026482847,0.00033436072,0.0006227704,0.000006190821,0.000095714364,0.0018588068],"genre_scores_gemma":[0.9981804,0.00081159006,0.00035075276,0.00021152623,0.000114923205,0.00024837907,0.000007849193,0.000020745343,0.000053817035],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993055,0.0000047750827,0.00020320185,0.0002071918,0.00012230968,0.0001570467],"domain_scores_gemma":[0.9995973,0.000092838454,0.000043333,0.000043895005,0.00020915054,0.000013480262],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017437471,0.00009129523,0.00012695209,0.00033240512,0.00005529958,0.000021671038,0.000015594047,0.000027668188,0.000007685006],"category_scores_gemma":[0.00008249277,0.00007865054,0.0000110299825,0.0003967,0.000024874538,0.00013376195,0.00003139107,0.00010863002,6.880796e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006508188,0.00008077303,0.637904,0.0019552314,0.0006254027,0.0000073460164,0.010931486,0.00003334501,0.0004727696,0.00540774,0.00040090608,0.34211597],"study_design_scores_gemma":[0.0023779606,0.00039260057,0.9735083,0.010683121,0.00027808035,0.000006298021,0.0022744061,0.002096265,0.0008718448,0.0006563294,0.0065705827,0.00028421966],"about_ca_topic_score_codex":0.000035064364,"about_ca_topic_score_gemma":0.000117236435,"teacher_disagreement_score":0.34183174,"about_ca_system_score_codex":0.00013980607,"about_ca_system_score_gemma":0.00003933623,"threshold_uncertainty_score":0.3207276},"labels":[],"label_agreement":null},{"id":"W4405964419","doi":"10.1093/geroni/igae098.3034","title":"TESTING THE IMPLEMENTATION FRAMEWORK FOR BEHAVIORAL AND LIFESTYLE INTERVENTIONS IN ALZHEIMER’S DISEASE (MOBILIZE)","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Disease; Psychological intervention; Gerontology; Aging in place; Psychology; Medicine; Psychiatry; Internal medicine","score_opus":0.6405803350623339,"score_gpt":0.6863003909563679,"score_spread":0.04572005589403394,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405964419","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94728124,0.00020731671,0.02115722,0.028173499,0.00072173955,0.0021978018,0.00007714205,0.00009749907,0.00008654739],"genre_scores_gemma":[0.986959,0.00000501386,0.0071767615,0.0039171088,0.00016658241,0.0017036772,0.000034208413,0.000017220835,0.00002042199],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99769646,0.00032353104,0.001161819,0.00026092955,0.00016761222,0.000389645],"domain_scores_gemma":[0.9965255,0.002908604,0.00020186078,0.00014714857,0.00016616088,0.00005071274],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0039230934,0.000090581394,0.00010287777,0.0005664053,0.00042483397,0.00006364898,0.00010829118,0.00004537815,0.000114829054],"category_scores_gemma":[0.0015292679,0.000078381774,0.000020426929,0.0024569684,0.00004957837,0.0003680789,0.000075542186,0.0003962645,0.000014131874],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010075788,0.000027786977,0.7302086,0.0005721573,0.0000057936463,0.000003439156,0.02668439,0.000020761734,0.00023198844,0.18043743,0.001479667,0.060317937],"study_design_scores_gemma":[0.00082184165,0.00005171491,0.90309024,0.0024375767,0.000030604846,0.0000012078473,0.021883544,0.0032330498,0.000027966002,0.056602076,0.011624039,0.0001961528],"about_ca_topic_score_codex":0.00058230344,"about_ca_topic_score_gemma":0.0007171548,"teacher_disagreement_score":0.17288166,"about_ca_system_score_codex":0.00018311801,"about_ca_system_score_gemma":0.0004448337,"threshold_uncertainty_score":0.32675225},"labels":[],"label_agreement":null},{"id":"W4405964472","doi":"10.1093/geroni/igae098.3028","title":"EXPLORING GENERATIVITY AMONG CULTURALLY DIVERSE OLDER ADULT VOLUNTEERS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Tourism, Volunteerism, and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"MacEwan University; Simon Fraser University","funders":"","keywords":"Generativity; Psychology; Gerontology; Developmental psychology; Medicine","score_opus":0.05732161967233529,"score_gpt":0.3039934380727452,"score_spread":0.24667181840040991,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405964472","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98889995,0.00011725238,0.0023462488,0.0017450022,0.0018376636,0.00017165876,0.0000018760724,0.00026158596,0.004618775],"genre_scores_gemma":[0.99666053,0.00011387566,0.0007498105,0.00025286115,0.0004635735,0.00006352583,0.000010158583,0.000012202649,0.0016734417],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9986473,0.00007455826,0.00033714555,0.0002729233,0.00037309522,0.0002949858],"domain_scores_gemma":[0.99957,0.00004421748,0.00004852903,0.000085951164,0.00021411177,0.000037168382],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00076509087,0.000113138,0.000106510226,0.0003975273,0.00030478966,0.00026505184,0.00012962408,0.00005545081,0.00010648614],"category_scores_gemma":[0.00016658894,0.0001117921,0.000036215548,0.00198918,0.00009204178,0.0013479773,0.000048677844,0.00021508694,0.000052752395],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006797803,0.000053345164,0.11686472,0.000089609195,0.00005779977,0.00012750909,0.72414124,0.00042750055,0.0014244955,0.086397454,0.016745094,0.05366442],"study_design_scores_gemma":[0.0008743823,0.000023623676,0.5658704,0.0013414462,0.00002515201,0.0000034981067,0.28759184,0.005204173,0.0027103757,0.0026004647,0.13246982,0.0012848238],"about_ca_topic_score_codex":0.005027479,"about_ca_topic_score_gemma":0.0031067494,"teacher_disagreement_score":0.4490057,"about_ca_system_score_codex":0.00033943812,"about_ca_system_score_gemma":0.00014311762,"threshold_uncertainty_score":0.7600078},"labels":[],"label_agreement":null},{"id":"W4405964518","doi":"10.1093/geroni/igae098.3055","title":"USING THE MONTREAL COGNITIVE ASSESSMENT IN MILD AGE-RELATED HEARING LOSS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Audiology; Montreal Cognitive Assessment; Hearing loss; Cognition; Cognitive Assessment System; Psychology; Cognitive impairment; Medicine; Psychiatry","score_opus":0.20260306461702238,"score_gpt":0.5091340147785787,"score_spread":0.3065309501615563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405964518","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.944611,0.00010697452,0.0047401213,0.007552426,0.0003078074,0.00052204623,0.0000019424356,0.00016608555,0.041991595],"genre_scores_gemma":[0.998932,0.000017910994,0.00058370666,0.000114247116,0.00006737453,0.00004205321,0.0000044607064,0.0000119222905,0.0002263293],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99844205,0.000251115,0.00037534314,0.00020275802,0.00043739378,0.00029131002],"domain_scores_gemma":[0.9993051,0.0004210106,0.000046744644,0.000083230996,0.0001292673,0.0000146119755],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0039268946,0.00006881292,0.00008550321,0.0006965093,0.00019384788,0.0002555741,0.00017083774,0.00007614307,0.000042923155],"category_scores_gemma":[0.00030911813,0.00006213195,0.000016895012,0.004799589,0.00020417669,0.00028734814,0.000077296856,0.00063212134,0.0000057347206],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018163353,0.00013647828,0.2283772,0.00010727131,0.00005892858,0.0010359552,0.10623686,0.0018415902,0.0044675134,0.53331524,0.0005906993,0.1238141],"study_design_scores_gemma":[0.0016135629,0.000052191193,0.44337317,0.0069613117,0.00002734126,0.000022465345,0.11107264,0.15727499,0.0022197908,0.2699701,0.006356247,0.0010561926],"about_ca_topic_score_codex":0.01616587,"about_ca_topic_score_gemma":0.0037151726,"teacher_disagreement_score":0.26334515,"about_ca_system_score_codex":0.0005445556,"about_ca_system_score_gemma":0.00030151912,"threshold_uncertainty_score":0.9903856},"labels":[],"label_agreement":null},{"id":"W4405964526","doi":"10.1093/geroni/igae098.3187","title":"WEARABLES IN LONG-TERM DEMENTIA RESEARCH: A MIXED METHOD STUDY OF USER EXPERIENCES AND SUPPORT NEEDS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dementia; Wearable computer; Term (time); Computer science; Psychology; Medicine; Embedded system","score_opus":0.09048274435160017,"score_gpt":0.4336076992938356,"score_spread":0.3431249549422354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405964526","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99722415,0.00020134314,0.00035735808,0.0009274452,0.00021120162,0.0003458565,3.9928906e-7,0.00007271589,0.0006595079],"genre_scores_gemma":[0.99902666,0.000021363014,0.0005952191,0.000017716222,0.00002146153,0.000112377886,9.918698e-7,0.000006881754,0.00019730745],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9983977,0.00033485997,0.00040904994,0.00022610239,0.0003782763,0.00025398715],"domain_scores_gemma":[0.9994989,0.00018910888,0.00005222379,0.00011594458,0.00012961609,0.000014215453],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0045989105,0.00006309499,0.00012248961,0.0021647082,0.00011593214,0.000091161375,0.00019561325,0.00007370185,0.000043342923],"category_scores_gemma":[0.0003516091,0.000064622574,0.0000069319476,0.006319742,0.00022460338,0.0003626763,0.00010341357,0.00025236345,0.0000019008992],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005610718,0.00008467294,0.630189,0.000034409277,0.000013788813,0.000025141302,0.3358438,0.0000021533463,0.00070850964,0.014151619,0.0000809728,0.018860316],"study_design_scores_gemma":[0.00047462477,0.00009446227,0.43837333,0.00031224743,0.000005318441,0.0000015576295,0.55591637,0.00006067865,0.0016594083,0.0022177484,0.00076454715,0.00011968897],"about_ca_topic_score_codex":0.001686417,"about_ca_topic_score_gemma":0.0074550835,"teacher_disagreement_score":0.22007258,"about_ca_system_score_codex":0.00006140461,"about_ca_system_score_gemma":0.00012453266,"threshold_uncertainty_score":0.41601115},"labels":[],"label_agreement":null},{"id":"W4405964549","doi":"10.1093/geroni/igae098.3189","title":"DEVELOPING THE CHINESE VERSION OF THE ASSESSMENT OF INTERPROFESSIONAL TEAM COLLABORATION SCALE IN TAIWAN","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University","funders":"","keywords":"Scale (ratio); Medical education; Psychology; Medicine; Geography; Cartography","score_opus":0.020733118427517228,"score_gpt":0.4570666481205175,"score_spread":0.43633352969300027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405964549","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9636449,0.00004985417,0.0015379826,0.02633925,0.0038245027,0.00066341547,0.000012039424,0.00001970017,0.003908355],"genre_scores_gemma":[0.99709564,0.000003977123,0.0010734117,0.00080135284,0.00010014895,0.00013990187,0.000041112,0.000011515342,0.0007329175],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977624,0.0005062791,0.0010533906,0.00016818321,0.00035959444,0.00015019126],"domain_scores_gemma":[0.9985802,0.0002853158,0.0003640202,0.00019328816,0.00056792994,0.0000091990305],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001741562,0.0001002129,0.00015339865,0.0005163552,0.00022391074,0.000012168278,0.00020458736,0.00010362428,0.00013254587],"category_scores_gemma":[0.00027669696,0.00005882847,0.000023983055,0.005946197,0.00005823128,0.00026896806,0.00012644075,0.00059142493,0.000007645565],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000063731095,0.00006771797,0.83230084,0.00038059513,0.000009586205,2.4957058e-7,0.024088776,0.0001925324,0.02203006,0.11648757,0.0025106631,0.0018676594],"study_design_scores_gemma":[0.00042947353,0.000013925222,0.94067866,0.004641555,0.0000039697893,4.5206852e-7,0.03649418,0.008627382,0.00087335455,0.0064165876,0.0017239755,0.000096500306],"about_ca_topic_score_codex":0.0001322243,"about_ca_topic_score_gemma":0.0010941435,"teacher_disagreement_score":0.11007099,"about_ca_system_score_codex":0.0005729864,"about_ca_system_score_gemma":0.0036970496,"threshold_uncertainty_score":0.6558407},"labels":[],"label_agreement":null},{"id":"W4405964631","doi":"10.1093/geroni/igae098.3084","title":"THE CONTINUOUS LEARNING NEEDS OF PERSONAL SUPPORT WORKERS WHO CARE FOR PEOPLE LIVING WITH DEMENTIA IN LONG-TERM CARE","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Education and Learning Interventions","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Dementia; Personal care; Term (time); Long-term care; Assisted living; Medicine; Gerontology; Psychology; Nursing; Family medicine; Disease","score_opus":0.012661234325747688,"score_gpt":0.2931536820187494,"score_spread":0.28049244769300175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405964631","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8714946,0.0008378429,0.12558058,0.000915458,0.00039315745,0.00020325626,8.3681493e-7,0.000067148416,0.0005071261],"genre_scores_gemma":[0.9981775,0.0000044552894,0.0010281475,0.000040472813,0.000034626104,0.00006263472,0.000017382445,0.000010472827,0.0006242828],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99914354,0.00005474481,0.0003307538,0.00015519159,0.00013999736,0.00017576432],"domain_scores_gemma":[0.999278,0.00021874919,0.0001117445,0.000111532165,0.0002680382,0.000011911494],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048683988,0.000077906145,0.00010076905,0.0005391305,0.00015210178,0.00024849942,0.0002158579,0.000027421287,0.00002023705],"category_scores_gemma":[0.00009428232,0.000066474444,0.0000361847,0.0020147264,0.000025512822,0.00025294584,0.000050520135,0.0002281603,0.000001960423],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000018166564,0.000008868408,0.850815,0.0002302914,0.000014274754,0.0000011610402,0.12913688,0.00045959718,0.000026871108,0.004898009,0.0000788537,0.014328407],"study_design_scores_gemma":[0.0002423972,0.000095565585,0.85261685,0.0024301906,0.000009715087,0.0000074407208,0.13606267,0.0064082965,0.00007060679,0.0000231982,0.0018816994,0.0001513977],"about_ca_topic_score_codex":0.000063335036,"about_ca_topic_score_gemma":0.0004257388,"teacher_disagreement_score":0.12668292,"about_ca_system_score_codex":0.000091331945,"about_ca_system_score_gemma":0.00017924023,"threshold_uncertainty_score":0.27107492},"labels":[],"label_agreement":null},{"id":"W4405964678","doi":"10.1093/geroni/igae098.2319","title":"ASTHMA AND COPD EXACERBATIONS: ED VISITS AND HOSPITALIZATIONS AFTER WILDFIRE SMOKE EXPOSURE AMONG OLDER ADULTS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; COPD; Smoke; Asthma; Environmental health; Asthma exacerbations; Emergency medicine; Internal medicine; Geography; Meteorology","score_opus":0.013713829439873154,"score_gpt":0.2773474034123325,"score_spread":0.26363357397245935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405964678","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99632186,0.0008572852,0.00023531364,0.0016255433,0.0001282614,0.00025142982,0.000007582903,0.000054711705,0.00051801704],"genre_scores_gemma":[0.99869823,0.00018690087,0.00014774271,0.00070051174,0.000048365167,0.000062215404,0.000028713659,0.000013658728,0.00011365347],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991776,0.00001696043,0.00026011132,0.00024055515,0.00013010463,0.00017472121],"domain_scores_gemma":[0.99977964,0.000037001995,0.000041593914,0.000087383814,0.000011552842,0.00004280603],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020799301,0.00009212318,0.00007521063,0.00016649357,0.00009472275,0.00011584295,0.000032232856,0.000054452514,0.0003338117],"category_scores_gemma":[0.00004498515,0.00009155488,0.0000061924097,0.0009040134,0.000056114364,0.00055544265,0.00006252845,0.00009964847,0.000018505953],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000036005158,0.000014379913,0.9727767,0.00008244536,0.0000018574881,0.0000086398,0.0072657363,0.000015422713,0.000068152156,0.00023426313,0.0011743437,0.018354438],"study_design_scores_gemma":[0.000235567,0.00001985224,0.9947271,0.000568235,0.00000246698,0.00000457429,0.00054085144,0.0025049113,0.0000316892,0.0003243958,0.0009320273,0.00010834608],"about_ca_topic_score_codex":0.00020425789,"about_ca_topic_score_gemma":0.00023818134,"teacher_disagreement_score":0.021950364,"about_ca_system_score_codex":0.000079620535,"about_ca_system_score_gemma":0.0000074157956,"threshold_uncertainty_score":0.37335},"labels":[],"label_agreement":null},{"id":"W4405964697","doi":"10.1093/geroni/igae098.2041","title":"FOSTERING ENGAGEMENT: AN EXPLORATION OF INNOVATIVE DEMENTIA ENVIRONMENTS FROM FOUR COUNTRIES","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dementia; Psychology; Medicine; Disease","score_opus":0.10046984884163826,"score_gpt":0.29248439921960934,"score_spread":0.19201455037797108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405964697","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88191545,0.00009398025,0.10730588,0.0009838659,0.00082283106,0.000358398,0.0000064200835,0.00019674726,0.008316419],"genre_scores_gemma":[0.9964538,0.0000087687,0.0021943923,0.0007333631,0.0002567827,0.00007996404,0.00021334844,0.000024265335,0.00003531014],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.998515,0.000022597655,0.0007033854,0.00031204685,0.00025395837,0.0001929808],"domain_scores_gemma":[0.9993741,0.000038173486,0.00026406025,0.00015176393,0.00016965767,0.000002271856],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011932707,0.00016002714,0.00016726031,0.0011214038,0.00013636991,0.0001613718,0.0001901311,0.000099029974,0.000110978515],"category_scores_gemma":[0.000093711074,0.00017505918,0.000014204657,0.0033388308,0.00010065653,0.004041487,0.00037948124,0.00025983484,0.000043547894],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018358487,0.00006065668,0.03820649,0.00015327145,0.00012019221,0.000013593564,0.0034164754,0.000080429454,0.007950482,0.8921826,0.00015597379,0.05764148],"study_design_scores_gemma":[0.0014489106,0.000036400797,0.1067076,0.0009947323,0.00006065635,8.2719373e-7,0.012942838,0.0078072995,0.03307535,0.76083153,0.074991815,0.0011020023],"about_ca_topic_score_codex":0.00008631167,"about_ca_topic_score_gemma":0.000017140914,"teacher_disagreement_score":0.13135104,"about_ca_system_score_codex":0.00009473072,"about_ca_system_score_gemma":0.00003140742,"threshold_uncertainty_score":0.71387064},"labels":[],"label_agreement":null},{"id":"W4405964708","doi":"10.1093/geroni/igae098.2403","title":"SELF-RATED HEATH PREDICTS INCIDENT MODERATE/SEVERE DISABILITY IN AGING MEN: THE MANITOBA FOLLOW-UP STUDY","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health and Wellbeing Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Gerontology; Psychology; Medicine; Demography; Sociology","score_opus":0.07162273011609617,"score_gpt":0.43796972057854566,"score_spread":0.3663469904624495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405964708","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98228663,0.0001353313,0.0002168007,0.009856457,0.0010453727,0.0027265167,0.0000073773426,0.00028647558,0.0034390248],"genre_scores_gemma":[0.9974461,0.000025308991,0.000055799308,0.0009811311,0.00030892936,0.0006759469,0.000033815253,0.000034795044,0.0004381468],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9952854,0.0013624482,0.0013872768,0.00051873364,0.00061943854,0.00082672987],"domain_scores_gemma":[0.99791884,0.0011568195,0.00012022653,0.00043560093,0.0002884141,0.000080110636],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008765654,0.00019565449,0.00027369402,0.00050804013,0.0007174735,0.00010367066,0.000276701,0.0001401876,0.00009791642],"category_scores_gemma":[0.0007379148,0.00014956552,0.000024274366,0.0039544026,0.000046446563,0.0003686307,0.0002353272,0.0019615095,0.00009046484],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059521823,0.00019581111,0.9466035,0.0007248681,0.00002020102,0.000042054806,0.044675004,0.00023700373,0.00004312787,0.0012049028,0.0019308449,0.0042631757],"study_design_scores_gemma":[0.0032840974,0.00012155385,0.82072294,0.0019493486,0.000014356602,0.000003994865,0.07992346,0.08395407,0.000050765288,0.004839261,0.0047595357,0.00037662222],"about_ca_topic_score_codex":0.006862394,"about_ca_topic_score_gemma":0.007735066,"teacher_disagreement_score":0.12588055,"about_ca_system_score_codex":0.0015464694,"about_ca_system_score_gemma":0.00094927486,"threshold_uncertainty_score":0.999751},"labels":[],"label_agreement":null},{"id":"W4405964736","doi":"10.1093/geroni/igae098.3067","title":"“UKE CAN DO IT”: A REFLECTION ON A UKULELE CLASS INITIATIVE FOR OLDER ADULTS LIVING WITH DEMENTIA AND CARE PARTNERS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Family and Disability Support Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Dementia; Class (philosophy); Gerontology; Reflection (computer programming); Aged care; Older people; Psychology; Medicine; Computer science; Artificial intelligence","score_opus":0.07188509072825192,"score_gpt":0.4174785161745388,"score_spread":0.3455934254462869,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405964736","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9809364,0.00020234451,0.0010106344,0.0013527545,0.00024665627,0.00052696915,0.000015181668,0.00006482228,0.015644237],"genre_scores_gemma":[0.9986108,0.000002745189,0.00015775635,0.00057904964,0.000069198606,0.00036302744,0.00005709438,0.000017996214,0.00014233142],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9989186,0.00007042006,0.00025543873,0.00037267865,0.00014530415,0.00023755731],"domain_scores_gemma":[0.99933547,0.00029385506,0.00004262634,0.0001261426,0.00017948133,0.000022437169],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044887548,0.000101670106,0.00009600123,0.00044979498,0.00009268,0.000092854854,0.000044825112,0.00006726205,0.00011062966],"category_scores_gemma":[0.00011082235,0.000093042014,0.000014389091,0.00106171,0.000054702497,0.000127167,0.000019707164,0.00022190121,0.0000071525515],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004770536,0.00022044482,0.47194144,0.0014102143,0.00022753647,0.000037666938,0.33179322,0.00006149397,0.0003913637,0.061499577,0.008473742,0.12346623],"study_design_scores_gemma":[0.0032746124,0.0010674131,0.39381942,0.004854017,0.00005510309,0.000023634197,0.58001786,0.0017064057,0.0010640603,0.0019698911,0.011449554,0.0006980557],"about_ca_topic_score_codex":0.00019592747,"about_ca_topic_score_gemma":0.00068481057,"teacher_disagreement_score":0.24822462,"about_ca_system_score_codex":0.00012398126,"about_ca_system_score_gemma":0.00008257804,"threshold_uncertainty_score":0.37941432},"labels":[],"label_agreement":null},{"id":"W4405964753","doi":"10.1093/geroni/igae098.2471","title":"SILVER TSUNAMIS, GRAY TIDES, AND DEAD WOOD: EXPLORING AGEIST METAPHORS AT THE INTERSECTION OF AGING AND CLIMATE CHANGE","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Gray (unit); Climate change; Intersection (aeronautics); Geography; Geology; Oceanography; Cartography","score_opus":0.11822263625891612,"score_gpt":0.3791184897271376,"score_spread":0.2608958534682215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405964753","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9923075,0.0030774542,0.00030257858,0.0012733671,0.00063076994,0.00014881502,0.000004093064,0.00005777236,0.0021976423],"genre_scores_gemma":[0.9991757,0.00008155178,0.000057727717,0.00012854724,0.0000851897,0.00010702446,0.00001003793,0.000016589873,0.00033762603],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99894166,0.00011650006,0.00030676508,0.00028134763,0.00010802536,0.00024568266],"domain_scores_gemma":[0.9995218,0.00019324629,0.000068434405,0.0001517653,0.000048336555,0.000016400343],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012636294,0.00010304938,0.00013586534,0.00044379028,0.000121393954,0.000049062597,0.00006635675,0.000051896754,0.000058372934],"category_scores_gemma":[0.000040621046,0.00008289366,0.00001688893,0.00082791573,0.0001360762,0.00021001024,0.0001131815,0.0002879607,0.000010874013],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007111568,0.000042920998,0.4961374,0.0005164745,0.00018355205,0.00009303112,0.09230898,0.0000055298556,0.0054958123,0.070310354,0.0008428145,0.333992],"study_design_scores_gemma":[0.0017036962,0.0001757319,0.9226746,0.0020965557,0.000104150924,0.00034903106,0.046402767,0.0043096375,0.0063075423,0.0039916025,0.011152499,0.0007321916],"about_ca_topic_score_codex":0.00062842364,"about_ca_topic_score_gemma":0.00043698825,"teacher_disagreement_score":0.4265372,"about_ca_system_score_codex":0.000069244146,"about_ca_system_score_gemma":0.000007474621,"threshold_uncertainty_score":0.33803052},"labels":[],"label_agreement":null},{"id":"W4405964761","doi":"10.1093/geroni/igae098.1814","title":"RELATIONSHIP BETWEEN WORKING ENVIRONMENT AND CARE AIDES’ COMPASSION FATIGUE, BURNOUT AND COMPASSION SATISFACTION","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health and Well-being Studies","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Compassion; Burnout; Compassion fatigue; Psychology; Job satisfaction; Nursing; Social psychology; Clinical psychology; Medicine; Political science","score_opus":0.0806449875540014,"score_gpt":0.3714163260435938,"score_spread":0.2907713384895924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405964761","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98494875,0.0023569395,0.0063787154,0.0035378186,0.00047546375,0.0002130584,0.0000033262497,0.00008869947,0.0019972527],"genre_scores_gemma":[0.99914926,0.000035755926,0.00038546012,0.00012021969,0.00015448855,0.000035812685,0.00003732879,0.000014483153,0.00006719948],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988546,0.00009759133,0.0004370105,0.0002895496,0.00013175278,0.00018952395],"domain_scores_gemma":[0.999368,0.0004009196,0.00008418751,0.0000990245,0.000019486073,0.000028346918],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004104318,0.00011466056,0.00014572953,0.00044016962,0.00022676487,0.00006041817,0.000026252212,0.000089771995,0.000027183061],"category_scores_gemma":[0.000042282994,0.00011108457,0.000009487399,0.00048793503,0.000049758837,0.000109672386,0.00003924832,0.0003288063,0.000018556575],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004908031,0.0000031847233,0.8640349,0.00009981779,0.0000065639224,0.0000037740963,0.010852436,0.000023225086,0.000034795907,0.010266422,0.00030832886,0.11436162],"study_design_scores_gemma":[0.00028676266,0.000020506568,0.9882511,0.0004627116,0.000008725138,0.0000032509574,0.0030720732,0.00014670403,0.000015834505,0.0018533927,0.005768605,0.00011036126],"about_ca_topic_score_codex":0.00020651935,"about_ca_topic_score_gemma":0.00001902294,"teacher_disagreement_score":0.124216154,"about_ca_system_score_codex":0.0001323542,"about_ca_system_score_gemma":0.000013559581,"threshold_uncertainty_score":0.45298973},"labels":[],"label_agreement":null},{"id":"W4405964807","doi":"10.1093/geroni/igae098.2015","title":"CULTIVATING TRUST IN RESEARCH PARTNERSHIPS WITH OLDER ADULTS ACROSS THE COMMUNITY ENGAGEMENT CONTINUUM","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychology; Continuum of care; Sociology; Gerontology; Political science; Medicine","score_opus":0.3729234446647224,"score_gpt":0.5165967129182889,"score_spread":0.14367326825356652,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405964807","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9784592,0.0002188719,0.0003003191,0.006241182,0.00020994259,0.0004163158,0.0000024277867,0.000077094686,0.014074654],"genre_scores_gemma":[0.99660957,0.0000010928624,0.00008910961,0.00022570595,0.00008918038,0.00029555723,0.000019254565,0.000021036827,0.002649511],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99599165,0.0022771494,0.00044775484,0.0002986675,0.00033425758,0.0006504971],"domain_scores_gemma":[0.99761665,0.0016496443,0.000051849576,0.00042809232,0.00023461465,0.000019132736],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.015748728,0.00011475608,0.00014048966,0.0004980104,0.00050042325,0.00015608175,0.00035242422,0.00009437081,0.0001376049],"category_scores_gemma":[0.00047336248,0.00008152773,0.000013748195,0.0034905095,0.00030827717,0.00013206058,0.00015961625,0.0033273562,0.00006621936],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017266646,0.00019989611,0.532219,0.00014757008,0.000049142254,0.00013033033,0.38013047,0.000010411559,0.00011662352,0.03817635,0.005846441,0.04280112],"study_design_scores_gemma":[0.0018777724,0.00009120483,0.6061939,0.0014825964,0.0000023351736,0.000022472357,0.3816967,0.00072294526,0.0003222396,0.0009251369,0.006447724,0.0002149965],"about_ca_topic_score_codex":0.0016787966,"about_ca_topic_score_gemma":0.0032428696,"teacher_disagreement_score":0.07397489,"about_ca_system_score_codex":0.00014444905,"about_ca_system_score_gemma":0.00006460081,"threshold_uncertainty_score":0.998972},"labels":[],"label_agreement":null},{"id":"W4405964952","doi":"10.1093/geroni/igae098.3111","title":"IMPROVING ELDER HEALTH BEHAVIORS AND STUDENT LEARNING OUTCOMES WITH HOPE-BASED INTERPROFESSIONAL EDUCATION PROGRAM","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health and Well-being Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Interprofessional education; Medical education; Psychology; Medicine; Health care; Political science","score_opus":0.019940211930431426,"score_gpt":0.4331127319538921,"score_spread":0.41317252002346067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405964952","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99036187,0.0006305487,0.0020668712,0.0044601704,0.00095445116,0.000638426,7.1917935e-7,0.00019499543,0.0006919708],"genre_scores_gemma":[0.9954027,0.0000036515503,0.0017129391,0.0017273452,0.000057768986,0.0005241568,0.000022174494,0.000020501453,0.00052876334],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99881995,0.000095715135,0.00041512147,0.00028183765,0.00013383466,0.00025353054],"domain_scores_gemma":[0.999613,0.00008082595,0.00011941195,0.00008665908,0.000071370385,0.000028735065],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066096795,0.00011616834,0.00014496813,0.0004991378,0.00014931557,0.0000616165,0.00004989889,0.000042652187,0.00003315536],"category_scores_gemma":[0.000027092849,0.00009366263,0.000011113694,0.00075444445,0.000038081947,0.000094798525,0.000028151204,0.00039089547,0.000008100764],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012742783,0.00012079805,0.6141073,0.00012220202,0.000009993427,0.000003472387,0.007015096,0.0000045898573,0.0000116390875,0.0023601574,0.00011414915,0.37611786],"study_design_scores_gemma":[0.00047454293,0.0002636597,0.9857799,0.0009213845,0.000007982741,0.000005372456,0.00815554,0.00019059722,0.000012101837,0.00007949777,0.003944976,0.00016445911],"about_ca_topic_score_codex":0.0010215241,"about_ca_topic_score_gemma":0.00010509553,"teacher_disagreement_score":0.3759534,"about_ca_system_score_codex":0.0001133758,"about_ca_system_score_gemma":0.00047910848,"threshold_uncertainty_score":0.38194513},"labels":[],"label_agreement":null},{"id":"W4405964966","doi":"10.1093/geroni/igae098.2774","title":"TOWARD DEVELOPING PATIENT-ORIENTED WEBSITES FOR EARLY DETECTION AND MANAGEMENT OF FRAILTY","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Fraser Health","funders":"","keywords":"Business; Computer science; Internet privacy","score_opus":0.041181539239281244,"score_gpt":0.31068537386491607,"score_spread":0.2695038346256348,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405964966","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90634006,0.00015065908,0.09111274,0.001090495,0.00030188632,0.0004639943,0.0000034940956,0.00006780671,0.00046883375],"genre_scores_gemma":[0.98517257,0.000020620808,0.014408766,0.00012116266,0.00003106975,0.000065028195,0.000018603576,0.000012967152,0.00014920066],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9992307,0.000006779605,0.00035511,0.00017090134,0.00012808382,0.00010845821],"domain_scores_gemma":[0.9996682,0.000044539647,0.000055070715,0.000073654475,0.0001479435,0.000010628059],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016241001,0.00007084972,0.00010266407,0.0004473068,0.000022662653,0.000018655825,0.000020155681,0.000035372435,0.0000067046585],"category_scores_gemma":[0.00005660115,0.00007130814,0.0000138637015,0.0010873334,0.000019767127,0.00012534659,0.000027052918,0.00007793706,0.0000025924837],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001584217,0.0000625257,0.054332834,0.0076210443,0.00022873047,0.00005038689,0.008518861,0.000025133575,0.052975345,0.03813389,0.00037665037,0.8375162],"study_design_scores_gemma":[0.00478608,0.0005862996,0.6689161,0.012799754,0.00012856138,0.000062702595,0.0036005105,0.014060993,0.24322286,0.0068536517,0.044426676,0.00055580895],"about_ca_topic_score_codex":0.000024368475,"about_ca_topic_score_gemma":0.0000048329316,"teacher_disagreement_score":0.8369604,"about_ca_system_score_codex":0.0000899142,"about_ca_system_score_gemma":0.000019930225,"threshold_uncertainty_score":0.29078618},"labels":[],"label_agreement":null},{"id":"W4405965017","doi":"10.1093/geroni/igae098.2990","title":"CONTENT AND QUALITY OF CHATGPT AS A SOURCE OF DEMENTIA INFORMATION: COMPARATIVE ANALYSES","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Dementia; Quality (philosophy); Computer science; Psychology; Medicine; Philosophy; Internal medicine","score_opus":0.46923229464710486,"score_gpt":0.5393752282870219,"score_spread":0.07014293363991703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405965017","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9934108,0.000379087,0.0012295478,0.0018089975,0.00059516705,0.0002990957,0.0000014309304,0.00001978889,0.002256038],"genre_scores_gemma":[0.9994445,0.000027985006,0.0002963693,0.00009707462,0.00006410897,0.000049783,0.000007898961,0.0000014757903,0.000010833018],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99888444,0.000131781,0.0006014342,0.000060546998,0.00024027194,0.00008152434],"domain_scores_gemma":[0.99857575,0.0007582003,0.0002560131,0.00004520554,0.00034953665,0.000015279584],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014574243,0.000037252907,0.00012688816,0.0003505862,0.00006501864,0.000029029885,0.000046830584,0.000033867822,0.000032166547],"category_scores_gemma":[0.0014936068,0.000039532504,0.000011233665,0.0016825247,0.00014098144,0.0004312876,0.000012083606,0.00006742309,0.0000027445587],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008443071,0.00002114647,0.19627385,0.00027790814,0.000031705706,5.4612915e-8,0.49716333,0.000023354287,0.0011010554,0.28410685,0.000057744426,0.020934556],"study_design_scores_gemma":[0.00041745146,0.000041349405,0.6768033,0.0005695262,0.000025371728,2.3664445e-7,0.28723362,0.00051278615,0.006119061,0.005165749,0.022937361,0.00017418856],"about_ca_topic_score_codex":0.016118249,"about_ca_topic_score_gemma":0.00051335624,"teacher_disagreement_score":0.48052946,"about_ca_system_score_codex":0.00006891075,"about_ca_system_score_gemma":0.00023199063,"threshold_uncertainty_score":0.9904335},"labels":[],"label_agreement":null},{"id":"W4405965048","doi":"10.1093/geroni/igae098.3170","title":"STAFF PERSPECTIVE ON VIRTUAL TEAM-BASED CARE IN THE PROCESS OF TRANSITION TO LONG-TERM CARE","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria; Western University; McMaster University; University of British Columbia","funders":"","keywords":"Perspective (graphical); Term (time); Process (computing); Process management; Transition (genetics); Long-term care; Nursing; Medicine; Business; Computer science; Chemistry; Artificial intelligence; Physics","score_opus":0.0210709972255628,"score_gpt":0.4465450488143444,"score_spread":0.4254740515887816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405965048","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98068434,0.000082674895,0.0012149386,0.011547496,0.00081275264,0.0009804005,0.000027748658,0.00003954457,0.0046101063],"genre_scores_gemma":[0.99654627,7.157848e-7,0.000042414427,0.0026430774,0.00013047898,0.00039676196,0.00015179042,0.000013663379,0.00007485178],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9986218,0.0002585395,0.00047362928,0.00021140827,0.0002811787,0.00015345121],"domain_scores_gemma":[0.99861246,0.00018031056,0.00008497245,0.00012657838,0.0009824885,0.000013164069],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041289776,0.00009466829,0.00010421947,0.0008222416,0.00015400222,0.000016111508,0.000108283646,0.00008470502,0.00008106386],"category_scores_gemma":[0.00012691748,0.000074961994,0.000016545759,0.0028668232,0.000017268865,0.00013866869,0.000007432325,0.00047506823,0.000023669274],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002612294,0.00010767939,0.009660157,0.0008003925,0.000004866466,0.000004275555,0.8901559,0.0014917919,0.0010039692,0.09114364,0.0004545788,0.00491149],"study_design_scores_gemma":[0.0005841602,0.00021982647,0.06565488,0.0037766232,0.0000054000784,2.6061818e-7,0.9269227,0.00047724135,0.0014591618,0.00051286677,0.0002502783,0.00013664829],"about_ca_topic_score_codex":0.00011570011,"about_ca_topic_score_gemma":0.0008985408,"teacher_disagreement_score":0.09063077,"about_ca_system_score_codex":0.0007849434,"about_ca_system_score_gemma":0.0013041641,"threshold_uncertainty_score":0.30568615},"labels":[],"label_agreement":null},{"id":"W4405965085","doi":"10.1093/geroni/igae098.2487","title":"SOCIAL NETWORKING SITE USE AND MENTAL HEALTH IN OLDER LGB CANADIANS IN THE CLSA","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Mental health; Psychology; Sociology; Gerontology; Medicine; Psychiatry","score_opus":0.031012341553961882,"score_gpt":0.33434424224166515,"score_spread":0.30333190068770327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405965085","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8872302,0.0001751722,0.00003618117,0.11149495,0.00024101473,0.00024620164,0.000003626684,0.000058246093,0.0005144109],"genre_scores_gemma":[0.9970572,0.000042646705,0.00005474171,0.002636281,0.00012626572,0.00001543932,0.000010315849,0.0000063580355,0.00005074255],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990191,0.00014098629,0.00026149335,0.00016648056,0.00012726555,0.00028470485],"domain_scores_gemma":[0.9997865,0.0000910509,0.000043070944,0.000050746443,0.000017540677,0.000011117422],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014712339,0.00005797213,0.000080052116,0.0005537754,0.00022104791,0.00014792981,0.00009832642,0.00007469754,0.0000048245943],"category_scores_gemma":[0.000059017784,0.000057111603,0.000006576556,0.0030445978,0.00010196229,0.0002821756,0.000022887665,0.0003293341,0.0000017319245],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000016561922,0.000014748533,0.51186466,0.000017064514,0.0000028360616,0.000022334298,0.36671996,0.000010952166,0.000023013672,0.07387456,0.005001029,0.042447183],"study_design_scores_gemma":[0.00057155214,0.000009587581,0.8329295,0.0005036148,0.0000013233218,0.0000044635517,0.046150323,0.001270132,0.0000031896186,0.0071293144,0.11120713,0.00021988423],"about_ca_topic_score_codex":0.09294801,"about_ca_topic_score_gemma":0.6275501,"teacher_disagreement_score":0.5346021,"about_ca_system_score_codex":0.00037832308,"about_ca_system_score_gemma":0.00019964599,"threshold_uncertainty_score":0.91309214},"labels":[],"label_agreement":null},{"id":"W4405965160","doi":"10.1093/geroni/igae098.2514","title":"A SYSTEMATIC REVIEW OF THE LITERATURE ON ACADEMIC RETIREMENT","year":2024,"lang":"en","type":"review","venue":"Innovation in Aging","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Psychology; History","score_opus":0.26249763002194154,"score_gpt":0.5013815168886693,"score_spread":0.23888388686672773,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405965160","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000007176331,0.9896465,9.559328e-7,0.0015265269,0.0008379187,0.003151462,0.000010073523,0.000029279401,0.0047901385],"genre_scores_gemma":[0.000081620754,0.99770325,0.0000045717425,0.0006327677,0.00015405353,0.00042498848,0.000020920634,0.00001812342,0.00095968816],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99595505,0.00084120047,0.0018779631,0.00030421262,0.0008151379,0.00020643958],"domain_scores_gemma":[0.9983344,0.00015541162,0.00087673025,0.00044534414,0.00017019805,0.000017884204],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004933553,0.00022237966,0.0010403483,0.0003127366,0.000104822095,0.00006370411,0.0005479643,0.00020245464,0.000028879325],"category_scores_gemma":[0.0016526234,0.0001298105,0.00024480128,0.0048799524,0.000101229285,0.00006958133,0.000091160175,0.0007454018,0.00003058162],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[1.6460282e-7,0.000013012048,0.000011191181,0.94895995,0.000029516988,6.0546637e-7,0.0024155548,5.0936105e-8,6.451014e-8,0.03845308,0.001372449,0.008744356],"study_design_scores_gemma":[0.000015721753,0.000004280892,0.0000010263805,0.8150894,0.00026666172,3.2460517e-7,0.00017726475,2.0915137e-7,2.6906704e-7,0.0008522175,0.18349612,0.00009652106],"about_ca_topic_score_codex":0.000036428595,"about_ca_topic_score_gemma":0.000014491739,"teacher_disagreement_score":0.18212366,"about_ca_system_score_codex":0.0007275385,"about_ca_system_score_gemma":0.0003210236,"threshold_uncertainty_score":0.5293519},"labels":[],"label_agreement":null},{"id":"W4405965170","doi":"10.1093/geroni/igae098.2318","title":"ASSOCIATION BETWEEN COUNTY TEMPERATURE AND LIMITATIONS IN ADLS IN A REPRESENTATIVE SAMPLE OF 1.7 MILLION OLDER ADULTS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Sample (material); Gerontology; Association (psychology); Medicine; Demography; Psychology; Chemistry; Sociology","score_opus":0.07063688866038005,"score_gpt":0.3471358933358813,"score_spread":0.27649900467550126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405965170","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99644434,0.00007891465,0.00002608345,0.0026694364,0.00005552164,0.00022586528,0.000038835256,0.000010690895,0.0004503156],"genre_scores_gemma":[0.99934185,0.000113297945,0.0002046722,0.00017314925,0.000024160836,0.000022678954,0.00007661422,0.0000056689437,0.00003789383],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99911624,0.000045745182,0.00036674732,0.0001691076,0.00015871883,0.00014340987],"domain_scores_gemma":[0.9993128,0.0005121236,0.00008849173,0.00005284858,0.000019366898,0.000014348653],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006882276,0.000056866866,0.00009974014,0.0003284488,0.000021398186,0.000023834802,0.00003079449,0.000064360196,0.000041892734],"category_scores_gemma":[0.00052746135,0.000058739515,0.000005918525,0.002020132,0.00001756727,0.000306202,0.000029275318,0.00016802305,0.000004056798],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000051059465,0.000017171958,0.9754521,0.00007005397,0.0000016959108,0.0000020745047,0.016763786,0.00008438921,0.0012305483,0.00009687734,0.0005543932,0.0057217563],"study_design_scores_gemma":[0.0003223035,0.00001183318,0.99435323,0.00052098307,0.0000016940891,2.6936e-7,0.0018240394,0.0007530289,0.0004949147,0.0014870906,0.00017410716,0.000056490808],"about_ca_topic_score_codex":0.0017566138,"about_ca_topic_score_gemma":0.0036118003,"teacher_disagreement_score":0.018901097,"about_ca_system_score_codex":0.0003981829,"about_ca_system_score_gemma":0.000012745597,"threshold_uncertainty_score":0.26554865},"labels":[],"label_agreement":null},{"id":"W4405965183","doi":"10.1093/geroni/igae098.3106","title":"BUILDING BRIDGES ACROSS GENERATIONS: THE INTERGENERATIONAL CLASSROOM","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Youth Education and Societal Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Sociology; Psychology","score_opus":0.04761416261913938,"score_gpt":0.4005757023038616,"score_spread":0.3529615396847222,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405965183","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89446795,0.00030591304,0.06011904,0.03689871,0.003334295,0.00017939856,0.000010159962,0.00014919661,0.004535317],"genre_scores_gemma":[0.9936697,0.000036405603,0.0016203357,0.0011869171,0.00083588815,0.000041589592,0.00002694352,0.000008510014,0.0025737374],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990348,0.00008893723,0.00029925784,0.00015509324,0.00023874556,0.00018316659],"domain_scores_gemma":[0.9995609,0.00014288622,0.00004243706,0.00008256028,0.00015543752,0.000015808128],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014300691,0.000060357794,0.00004982177,0.00012201872,0.0006764162,0.000570903,0.00014448486,0.000051642903,0.00007919712],"category_scores_gemma":[0.0002962431,0.00005252447,0.00002676512,0.0017228457,0.00011797546,0.0003607302,0.000025692558,0.00018495132,0.000025260515],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[3.33796e-7,0.000008459639,0.00437156,0.0000051046477,0.0000052914343,6.1611354e-7,0.048691202,0.000762702,0.00046064396,0.9351804,0.0017768417,0.008736829],"study_design_scores_gemma":[0.0002428312,0.000009302343,0.03346531,0.00022265417,0.000009317095,0.0000044339877,0.07930157,0.12985303,0.00049897155,0.052501563,0.7034199,0.0004710656],"about_ca_topic_score_codex":0.00041728304,"about_ca_topic_score_gemma":0.0013875474,"teacher_disagreement_score":0.88267887,"about_ca_system_score_codex":0.00023276164,"about_ca_system_score_gemma":0.00025500325,"threshold_uncertainty_score":0.5505231},"labels":[],"label_agreement":null},{"id":"W4405965354","doi":"10.1093/geroni/igae098.3197","title":"ASSOCIATION BETWEEN SOCIAL POLICY, STIGMA, SOCIAL ACCEPTANCE, AND MENTAL HEALTH AMONG OLDER MEN WHO HAVE SEX WITH MEN","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Stigma (botany); Association (psychology); Psychology; Social acceptance; Social stigma; Mental health; Gerontology; Clinical psychology; Social psychology; Psychiatry; Medicine; Psychotherapist; Human immunodeficiency virus (HIV); Family medicine","score_opus":0.02344291746337278,"score_gpt":0.3767012361115861,"score_spread":0.35325831864821333,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405965354","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87164074,0.000120575525,0.00211135,0.07114868,0.000023003064,0.00076796755,0.00011433168,0.00012614201,0.053947233],"genre_scores_gemma":[0.9594575,0.000018540384,0.000071847484,0.00024394521,0.00090088986,0.000044092663,0.0002587315,0.000024842171,0.03897959],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99845403,0.000085697066,0.00042441674,0.0002405352,0.00045165568,0.0003436655],"domain_scores_gemma":[0.99959224,0.000034846802,0.00012997915,0.000056521105,0.00013334115,0.000053046897],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00084741216,0.000114652845,0.00024307796,0.00075095805,0.0002998644,0.00014170675,0.000050274837,0.00008091865,0.000097378324],"category_scores_gemma":[0.00007382506,0.000107408945,0.000031486627,0.0013060743,0.00006754887,0.00033098913,0.000044548065,0.00038563547,0.0000063418524],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014512015,0.0000358642,0.6377601,0.0002300009,0.00020367408,0.000004621675,0.011566603,2.772196e-7,0.00016833418,0.001751882,0.28026092,0.068003215],"study_design_scores_gemma":[0.0014116421,0.0002219022,0.9832254,0.0004896715,0.000019589994,0.0000026560406,0.005146934,0.0029491906,0.00019781776,0.00030796675,0.00588774,0.00013948181],"about_ca_topic_score_codex":0.0009805866,"about_ca_topic_score_gemma":0.00023069186,"teacher_disagreement_score":0.3454653,"about_ca_system_score_codex":0.0010275198,"about_ca_system_score_gemma":0.00029428178,"threshold_uncertainty_score":0.43800098},"labels":[],"label_agreement":null},{"id":"W4405965380","doi":"10.1093/geroni/igae098.2525","title":"THE CARE NAVIGATOR ROLE IN RURAL PRIMARY CARE MEMORY CLINICS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Family and Patient Care in Intensive Care Units","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Primary care; Medicine; Nursing; Family medicine","score_opus":0.043821957984731784,"score_gpt":0.3940449638572087,"score_spread":0.35022300587247696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405965380","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9585244,0.0067367363,0.00002627839,0.0008326912,0.009094959,0.0006191614,0.000036063888,0.00013386588,0.023995848],"genre_scores_gemma":[0.9934041,0.00007781636,0.00006580547,0.0051589217,0.00034344054,0.00016705738,0.00036397355,0.000030233969,0.00038864615],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9979639,0.0002804781,0.0009271246,0.00021936792,0.0002389678,0.0003701801],"domain_scores_gemma":[0.9964237,0.0016711174,0.0001248622,0.00024831493,0.0015080377,0.000023955348],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00065478106,0.0001379884,0.0001650028,0.00039083985,0.00038132077,0.00003511864,0.0001831296,0.00018055928,0.000017463382],"category_scores_gemma":[0.0009611946,0.00011093551,0.000036348847,0.0018309098,0.0000577662,0.00017234446,0.00011379694,0.0013180074,0.00009497485],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000071589646,0.000012454009,0.5330538,0.0018748954,0.000019763775,0.00006050379,0.21496554,0.000119598146,0.00059186463,0.018349012,0.011331904,0.21954906],"study_design_scores_gemma":[0.0008056765,0.00005135912,0.065293476,0.010956737,0.000009070918,0.0000021318046,0.78100693,0.00038322303,0.00018505023,0.0013930681,0.13957638,0.0003369283],"about_ca_topic_score_codex":0.00028613574,"about_ca_topic_score_gemma":0.00044087996,"teacher_disagreement_score":0.56604135,"about_ca_system_score_codex":0.0007744887,"about_ca_system_score_gemma":0.0005387366,"threshold_uncertainty_score":0.5726159},"labels":[],"label_agreement":null},{"id":"W4405965384","doi":"10.1093/geroni/igae098.2604","title":"DISCORD BETWEEN SELF-REPORT AND PERFORMANCE-BASED ADL MEASURES AMONG PREFRAIL OR FRAIL OLDER ADULTS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health and Well-being Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Gerontology; Physical medicine and rehabilitation; Psychology; Medicine; Physical therapy","score_opus":0.033045262446993975,"score_gpt":0.3395853507501685,"score_spread":0.30654008830317453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405965384","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99182904,0.00035415776,0.0010887886,0.0016064898,0.0007335116,0.00030913512,0.0000041497547,0.00023781617,0.0038369019],"genre_scores_gemma":[0.9980655,0.000016834609,0.00023668921,0.00045669574,0.00031638544,0.0001297597,0.000030249537,0.00002520936,0.00072271604],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99841267,0.00005640959,0.00063172873,0.00037419552,0.00020024211,0.00032474898],"domain_scores_gemma":[0.9993884,0.00017647588,0.00011111418,0.00018133527,0.00010971326,0.000032994347],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008868003,0.0001517065,0.00019294849,0.00047376927,0.0001304905,0.000060636503,0.00007204219,0.00009246149,0.000076819706],"category_scores_gemma":[0.00010339684,0.00012397344,0.000016258398,0.0011917205,0.000058439746,0.00017719602,0.000029008608,0.00031519835,0.000029167666],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035337143,0.00002459456,0.89151627,0.00037034735,0.00005291568,0.00008978525,0.007050812,0.0000038638786,0.000003555779,0.00020310687,0.0020128367,0.09863655],"study_design_scores_gemma":[0.0006595781,0.0000599944,0.98666245,0.0007913413,0.000017623155,0.000012365556,0.00047442503,0.0003382543,0.00006708561,0.00005828306,0.010685804,0.00017277477],"about_ca_topic_score_codex":0.00028581877,"about_ca_topic_score_gemma":0.00007104037,"teacher_disagreement_score":0.09846378,"about_ca_system_score_codex":0.00006591121,"about_ca_system_score_gemma":0.00011850604,"threshold_uncertainty_score":0.505549},"labels":[],"label_agreement":null},{"id":"W4405965391","doi":"10.1093/geroni/igae098.2477","title":"A CROSS-NATIONAL COMPARISON OF THE EFFECT OF SMOKING AND DRINKING BEHAVIOR ON COGNITIVE HEALTH IN TAIWAN AND THE US","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Cardiovascular Health and Risk Factors","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Environmental health; Cognition; Psychology; Medicine; Psychiatry","score_opus":0.023610381625935827,"score_gpt":0.38841893111620074,"score_spread":0.3648085494902649,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405965391","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968961,0.0011722993,0.00005496282,0.0011032132,0.00012940541,0.00052023435,0.0000042743363,0.0000065039662,0.00011303714],"genre_scores_gemma":[0.99970365,0.000017466484,0.000009380558,0.00020232386,0.000028090577,0.000021374934,0.00000819872,0.00000570096,0.000003798386],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99906915,0.000114617345,0.00038394044,0.00010987403,0.00023523021,0.00008721328],"domain_scores_gemma":[0.9995215,0.00023464947,0.00010418256,0.00005580735,0.000072872164,0.000011000767],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018857811,0.000057749454,0.00022984616,0.00028124795,0.00005059537,0.000014539841,0.000020726058,0.000031701882,0.0000014904368],"category_scores_gemma":[0.00026685235,0.000033146003,0.000030031964,0.0007581073,0.00012444098,0.00003336298,0.000022421747,0.00026990534,6.825565e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009307093,0.000011360153,0.96104497,0.0003224603,0.000017821345,0.000001160374,0.0027375997,0.000042719115,0.00005763147,0.0011011569,0.0000034063107,0.03456667],"study_design_scores_gemma":[0.0023125517,0.0000697662,0.99338067,0.001725094,0.000020888358,0.000010688855,0.00025707882,0.0010918507,0.0009832587,0.00006619048,0.000053421194,0.000028517921],"about_ca_topic_score_codex":0.00026458164,"about_ca_topic_score_gemma":0.000057002275,"teacher_disagreement_score":0.034538154,"about_ca_system_score_codex":0.00007222962,"about_ca_system_score_gemma":0.00009840663,"threshold_uncertainty_score":0.13516547},"labels":[],"label_agreement":null},{"id":"W4405965437","doi":"10.1093/geroni/igae098.2866","title":"A LIFE COURSE APPROACH TO NEIGHBORHOOD SEGREGATION AND HEALTH AMONG BLACK AND WHITE AMERICANS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Life course approach; White (mutation); Course (navigation); Gerontology; Psychology; Demography; Sociology; Medicine; Social psychology; Engineering; Biology; Genetics","score_opus":0.05168330945423414,"score_gpt":0.3770329353370708,"score_spread":0.3253496258828366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405965437","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78962314,0.00037690674,0.011096811,0.17849477,0.00030338453,0.00060736027,0.000008024335,0.00014381636,0.019345809],"genre_scores_gemma":[0.9883839,0.00006555504,0.0007895589,0.010353271,0.00011054825,0.000018815666,0.0000086552345,0.0000073986016,0.00026233276],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990958,0.00005925002,0.00026838575,0.00018215153,0.00015965135,0.00023477581],"domain_scores_gemma":[0.99967384,0.00004680478,0.000054736436,0.00005056347,0.00004842687,0.00012565075],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011344769,0.000060127044,0.000110873785,0.00021571609,0.00018409343,0.00018504621,0.00003919561,0.000033054916,0.0000069038238],"category_scores_gemma":[0.00013160543,0.000061509716,0.000006130076,0.0015478809,0.00009831033,0.00024134645,0.000020255226,0.00011553944,0.0000021262997],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000012244208,0.000012808606,0.705042,0.00019891831,0.000004807949,6.5272934e-7,0.0557227,0.000051244995,5.382467e-7,0.20824383,0.0038141909,0.026907086],"study_design_scores_gemma":[0.00011808812,0.000012476058,0.95355105,0.00020327177,0.0000026796808,3.8992533e-7,0.028873926,0.006876683,4.137835e-7,0.0021291506,0.00812321,0.00010865949],"about_ca_topic_score_codex":0.006091899,"about_ca_topic_score_gemma":0.0012268082,"teacher_disagreement_score":0.24850905,"about_ca_system_score_codex":0.00009055547,"about_ca_system_score_gemma":0.0004053981,"threshold_uncertainty_score":0.920917},"labels":[],"label_agreement":null},{"id":"W4405965444","doi":"10.1093/geroni/igae098.2565","title":"POWER ASSIST ADD-ONS FOR OLDER ADULT MANUAL WHEELCHAIR USERS: A SCOPING REVIEW","year":2024,"lang":"en","type":"review","venue":"Innovation in Aging","topic":"Assistive Technology in Communication and Mobility","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"British Columbia Institute of Technology; Simon Fraser University","funders":"","keywords":"Wheelchair; Power (physics); Manual wheelchair; Computer science; Physical medicine and rehabilitation; Psychology; Gerontology; Medicine; World Wide Web","score_opus":0.1688819868157866,"score_gpt":0.5456367857560369,"score_spread":0.3767547989402503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405965444","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000003867105,0.9807492,0.0021879661,0.0031940944,0.0011881933,0.007887007,0.00012360893,0.00048705863,0.0041789887],"genre_scores_gemma":[0.00004943721,0.9827417,0.0016237692,0.0035706407,0.00013414594,0.009721201,0.00059687416,0.000099769866,0.0014624319],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9946589,0.000718372,0.0031104488,0.000731836,0.0002273684,0.000553113],"domain_scores_gemma":[0.99511975,0.0012875304,0.0013911712,0.0012730932,0.00088722166,0.000041229963],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0032621128,0.00047463347,0.001696487,0.0008942179,0.00048494225,0.000024549,0.0006712956,0.00077517325,0.00046064306],"category_scores_gemma":[0.0025433789,0.00041074134,0.00026477472,0.0030136139,0.00013182258,0.00015040407,0.00050043524,0.0025743772,0.00034366228],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003564459,0.000079499,0.00037048434,0.49577162,0.00011701246,0.000003834955,0.0003571007,4.5540247e-8,1.7580447e-7,0.033698436,0.06765679,0.40194145],"study_design_scores_gemma":[0.00016112403,0.0000073563942,0.000038878185,0.48668304,0.00014319622,0.0000021051194,0.00021537139,0.0000027807564,8.729059e-8,0.00022185143,0.5123019,0.00022229427],"about_ca_topic_score_codex":0.000014570332,"about_ca_topic_score_gemma":0.0001356572,"teacher_disagreement_score":0.4446451,"about_ca_system_score_codex":0.0008557736,"about_ca_system_score_gemma":0.0014234745,"threshold_uncertainty_score":0.9998344},"labels":[],"label_agreement":null},{"id":"W4405965453","doi":"10.1093/geroni/igae098.2556","title":"STRENGTH OF ATTACHMENT TO RELIGIOUS BELIEFS DECREASES NEGATIVE ATTITUDES TOWARD OLDER ADULTS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Religion, Spirituality, and Psychology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Psychology; Social psychology; Developmental psychology","score_opus":0.035903401352382,"score_gpt":0.3927447467003735,"score_spread":0.3568413453479915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405965453","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9811729,0.0007906092,0.00057050557,0.008514944,0.00074339693,0.00030144828,0.0000066004045,0.00009429689,0.007805282],"genre_scores_gemma":[0.9977348,0.00014675492,0.00066876307,0.001027953,0.0002308816,0.000033671284,0.000010021523,0.000009127748,0.00013802138],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9986323,0.000107826796,0.00047355605,0.00027608985,0.0002930627,0.0002171774],"domain_scores_gemma":[0.99934316,0.00022651548,0.00008210489,0.00012443578,0.0001818066,0.000041973824],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00075532106,0.00009384633,0.0001461081,0.00045568307,0.00008198515,0.00006119433,0.0001540286,0.0000729946,0.000054278284],"category_scores_gemma":[0.00033067516,0.000094646486,0.0000306461,0.0020428256,0.00010598224,0.00013325395,0.000031231288,0.00011643611,0.00002489117],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005300202,0.00027629395,0.31848493,0.0002638484,0.00006275039,0.00002633434,0.42730945,0.00007789408,0.00031364127,0.17400454,0.032382403,0.04674493],"study_design_scores_gemma":[0.0015824117,0.00024081145,0.8555369,0.0045010657,0.000027124113,0.0000051802763,0.051593557,0.00007728867,0.0035516354,0.03707809,0.044952244,0.00085370813],"about_ca_topic_score_codex":0.011994176,"about_ca_topic_score_gemma":0.0027145671,"teacher_disagreement_score":0.537052,"about_ca_system_score_codex":0.00011184436,"about_ca_system_score_gemma":0.00012978038,"threshold_uncertainty_score":0.99458504},"labels":[],"label_agreement":null},{"id":"W4405965531","doi":"10.1093/geroni/igae098.2611","title":"MONTREAL COGNITIVE ASSESSMENT SURVEY ADAPTATION IN A COMMUNITY-BASED OLDER ADULT SAMPLE, 2019–2020 NHANES","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Healthcare Systems and Public Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Gerontology; Sample (material); Adaptation (eye); Montreal Cognitive Assessment; National Health and Nutrition Examination Survey; Cognitive impairment; Cognition; Psychology; Medicine; Environmental health; Psychiatry; Population","score_opus":0.07677488187789967,"score_gpt":0.408360066837672,"score_spread":0.33158518495977235,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405965531","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9560003,0.00011037951,0.03150262,0.009717626,0.00044127996,0.0008864072,0.00013043884,0.00011377296,0.0010971687],"genre_scores_gemma":[0.9933003,0.0000164947,0.00077157625,0.0032750003,0.00011796827,0.000104094994,0.002327753,0.00002448135,0.00006228671],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99729013,0.0009911701,0.00089143025,0.00022274445,0.00032088227,0.00028365903],"domain_scores_gemma":[0.9975173,0.0014181285,0.000116514704,0.00016223814,0.0007219075,0.000063902364],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0049910247,0.00013466303,0.0002782875,0.0009334026,0.0000817456,0.000064189735,0.00005120994,0.000117751944,0.00003776653],"category_scores_gemma":[0.0010544008,0.00013053165,0.000020584002,0.0031898927,0.00002450505,0.00017764576,0.000015983747,0.00087876833,0.000010514295],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009068381,0.00031234894,0.83349025,0.0026580042,0.000032239488,0.000084380066,0.014048289,0.00011923932,0.00007798159,0.0043102344,0.0014993035,0.14327706],"study_design_scores_gemma":[0.0013720053,0.00010619775,0.9623409,0.0030004892,0.000004412898,0.000008376271,0.0032584474,0.028876456,0.000015551042,0.00022361983,0.00067218166,0.00012140114],"about_ca_topic_score_codex":0.22768764,"about_ca_topic_score_gemma":0.047798164,"teacher_disagreement_score":0.17988947,"about_ca_system_score_codex":0.00040496234,"about_ca_system_score_gemma":0.0017152011,"threshold_uncertainty_score":0.969577},"labels":[],"label_agreement":null},{"id":"W4405965544","doi":"10.1093/geroni/igae098.2806","title":"EXPLORING ASSISTIVE TECHNOLOGY ACCESS AND USE AMONG OLDER ADULTS THROUGH SELF-DIRECTED HOME TOURS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Assistive technology; Psychology; Gerontology; Internet privacy; Human–computer interaction; Computer science; Medicine","score_opus":0.054685191648950596,"score_gpt":0.3272381738184702,"score_spread":0.2725529821695196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405965544","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.988399,0.00013942849,0.00039340716,0.004812489,0.0006616458,0.0003497454,0.0000032777743,0.004411751,0.00082922494],"genre_scores_gemma":[0.9971535,0.00017112462,0.0022160679,0.000091825474,0.000084707826,0.00017318137,0.0000054443494,0.00002384666,0.00008025495],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99848807,0.0000635915,0.00037281596,0.00047388967,0.00022555933,0.00037609704],"domain_scores_gemma":[0.9992846,0.00018950412,0.00010129751,0.00017594031,0.0002273387,0.000021268408],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004306584,0.0001464469,0.0001700215,0.0014013918,0.00025500607,0.00033019285,0.00027687126,0.00021092543,0.000014947386],"category_scores_gemma":[0.0005283858,0.00016034153,0.000015408623,0.0070685176,0.00030675088,0.003168042,0.00016483951,0.0004624259,0.000006729244],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000059691706,0.000042695632,0.86023575,0.00007399049,0.000042146672,0.000081015816,0.03639927,0.000004568851,0.00006856039,0.062769294,0.00042841726,0.03984829],"study_design_scores_gemma":[0.00051883486,0.000014203609,0.9735549,0.001402198,0.000014355798,0.000005303512,0.011474321,0.00065473013,0.0009951084,0.006437566,0.0045527597,0.00037572393],"about_ca_topic_score_codex":0.00146027,"about_ca_topic_score_gemma":0.0016419411,"teacher_disagreement_score":0.113319114,"about_ca_system_score_codex":0.00023254075,"about_ca_system_score_gemma":0.00009778331,"threshold_uncertainty_score":0.65385383},"labels":[],"label_agreement":null},{"id":"W4405965654","doi":"10.1093/geroni/igae098.2949","title":"HOW MEDICAL OBJECTS, MEAL PREP ASSISTANCE, AND RELATIONAL CULTURE IMPACT THE MEANING OF “HOME” FOR HOME CARE CLIENTS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Architecture, Design, and Social History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Brock University; University of Manitoba; Mount Saint Vincent University","funders":"","keywords":"Meaning (existential); Meal; Medical home; Medicine; Gerontology; Psychology; Family medicine; Psychotherapist; Internal medicine; Primary care","score_opus":0.0283168599782329,"score_gpt":0.27606935895417034,"score_spread":0.24775249897593743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405965654","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9231484,0.008976473,0.0069423537,0.0021682577,0.0027249518,0.0008835155,0.00020748533,0.00018691935,0.054761674],"genre_scores_gemma":[0.9976926,0.0000125756915,0.000154624,0.00010654985,0.0004853621,0.000021463207,0.00005741253,0.000011788723,0.0014576513],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992217,0.000035332658,0.00022319466,0.00013498502,0.00027389114,0.00011089645],"domain_scores_gemma":[0.9995397,0.00013045358,0.00007890359,0.000058472822,0.00017733825,0.000015153148],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034301987,0.000081905084,0.000110878325,0.00017397464,0.0002905198,0.00009353362,0.000068115674,0.000054218945,0.00003976941],"category_scores_gemma":[0.000103580925,0.000055625944,0.000039627554,0.00016781199,0.00017355486,0.00016667697,0.000016680055,0.00019929835,3.883742e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017504362,0.000009563028,0.0022490884,0.00015038028,0.00003426203,0.000002011129,0.31247273,0.00001618534,0.000048697057,0.67640024,0.0017973054,0.00680204],"study_design_scores_gemma":[0.0021475982,0.00033422856,0.023940872,0.0019630052,0.000098369244,0.00001389642,0.105752334,0.003746177,0.00013845321,0.14818549,0.7128124,0.0008671541],"about_ca_topic_score_codex":0.000034513734,"about_ca_topic_score_gemma":0.0003481936,"teacher_disagreement_score":0.7110151,"about_ca_system_score_codex":0.00010404487,"about_ca_system_score_gemma":0.00011512894,"threshold_uncertainty_score":0.22683601},"labels":[],"label_agreement":null},{"id":"W4405965676","doi":"10.1093/geroni/igae098.3166","title":"GRIEF AND BEREAVEMENT SUPPORT FOR STAFF IN LONG-TERM CARE HOMES: IDENTIFYING BARRIERS AND FACILITATORS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia; Simon Fraser University; Alzheimer Society of Canada","funders":"","keywords":"Grief; Psychology; Term (time); Long-term care; Psychotherapist; Nursing; Medicine; Psychiatry","score_opus":0.03577484213852507,"score_gpt":0.40305973857570115,"score_spread":0.3672848964371761,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405965676","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9950421,0.0012897023,0.0009650109,0.0006382707,0.0011061118,0.00060501834,0.000039311184,0.000054538417,0.00025997264],"genre_scores_gemma":[0.9990059,0.0000759271,0.0001774879,0.00008331705,0.00007683559,0.00013874935,0.00013182432,0.000015590076,0.0002943512],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987957,0.000048387286,0.0005089908,0.00026336405,0.000112591355,0.00027097506],"domain_scores_gemma":[0.9995528,0.00015746061,0.0000618616,0.00008706701,0.00010365907,0.0000371395],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006072274,0.00010174667,0.00015507858,0.0007217702,0.00018017887,0.00004828255,0.00003816882,0.00008238828,0.00005458765],"category_scores_gemma":[0.000097365344,0.00010303803,0.000013581026,0.0007977427,0.000029790786,0.00020381538,0.000045043842,0.000229378,0.0000026472853],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002644031,0.00000780325,0.8110068,0.005082345,0.000016911863,0.00001863456,0.13452892,0.0000030905492,0.00040426248,0.0030915781,0.0019888517,0.04382436],"study_design_scores_gemma":[0.0022517256,0.00012991721,0.64669544,0.0037028207,0.000029121098,0.000004030392,0.33551034,0.00012130964,0.00023260884,0.003200192,0.007714023,0.00040845512],"about_ca_topic_score_codex":0.00019809512,"about_ca_topic_score_gemma":0.00038598475,"teacher_disagreement_score":0.20098142,"about_ca_system_score_codex":0.00024540885,"about_ca_system_score_gemma":0.00017040734,"threshold_uncertainty_score":0.4201769},"labels":[],"label_agreement":null},{"id":"W4405965715","doi":"10.1093/geroni/igae098.3190","title":"EXPLORING CIND STABILITY ACROSS TIME: INSIGHTS FOR IMPROVING COGNITIVE IMPAIRMENT CLASSIFICATIONS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Neonatal and fetal brain pathology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Cognitive impairment; Stability (learning theory); Cognition; Psychology; Cognitive psychology; Computer science; Machine learning; Neuroscience","score_opus":0.10891120181440872,"score_gpt":0.34432677359616715,"score_spread":0.23541557178175843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405965715","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9845787,0.00022775563,0.012154071,0.0011943057,0.00031353658,0.00069297,0.00003449875,0.00012932418,0.00067483704],"genre_scores_gemma":[0.9979957,0.0000056528042,0.00074879004,0.0002746078,0.00014610117,0.00041206105,0.00014481077,0.000017805058,0.00025449807],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989298,0.000019098421,0.0004130808,0.00031826305,0.00011023747,0.00020951167],"domain_scores_gemma":[0.9993574,0.00023175417,0.000054102453,0.00011595452,0.000214948,0.000025843163],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004848727,0.00010017723,0.00014495927,0.00027215874,0.000095518444,0.000038980314,0.00003703109,0.00004575375,0.00002567012],"category_scores_gemma":[0.0002759486,0.00009183172,0.000034341963,0.0010822716,0.00006385054,0.0003225212,0.00004013971,0.00020207434,0.00003128057],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026141643,0.0002987817,0.008860839,0.0016121169,0.00006559288,0.0001033837,0.028900305,0.000006336203,0.4905279,0.015320508,0.00007628511,0.45396656],"study_design_scores_gemma":[0.009276447,0.0012072985,0.42575324,0.003486461,0.00017859749,0.00028786238,0.03346736,0.04332976,0.44459343,0.015209446,0.021839924,0.0013701593],"about_ca_topic_score_codex":0.000008193152,"about_ca_topic_score_gemma":0.0000048874554,"teacher_disagreement_score":0.4525964,"about_ca_system_score_codex":0.00015306968,"about_ca_system_score_gemma":0.00008751203,"threshold_uncertainty_score":0.37447888},"labels":[],"label_agreement":null},{"id":"W4405965755","doi":"10.1093/geroni/igae098.3192","title":"INVESTIGATING WITHIN-PERSON MEDIATION OF GAIT-COGNITION ASSOCIATIONS IN A WALKING INTERVENTION FOR OLDER ADULTS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Gait; Mediation; Cognition; Intervention (counseling); Physical medicine and rehabilitation; Psychology; Gerontology; Medicine; Psychiatry; Sociology","score_opus":0.04162421279161289,"score_gpt":0.37991135812924076,"score_spread":0.3382871453376279,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405965755","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.987331,0.00013051296,0.008540464,0.00068832305,0.0012338186,0.0011202911,0.00003355208,0.000108390326,0.0008136803],"genre_scores_gemma":[0.9964262,0.000007829685,0.0017496701,0.00019916284,0.00022912247,0.0004891467,0.0007714559,0.00002492608,0.00010243468],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977432,0.00025277326,0.001268306,0.00026930278,0.00021350468,0.00025291767],"domain_scores_gemma":[0.9984454,0.00046541187,0.000625028,0.000090028465,0.00035674905,0.000017399823],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029753787,0.00011410599,0.00019650137,0.0009741581,0.00014646428,0.000022077338,0.00006662878,0.00017691543,0.000010969501],"category_scores_gemma":[0.0011933566,0.00012715421,0.000050717863,0.0019244647,0.000019828794,0.0005423869,0.000020637528,0.0004590615,0.00000913967],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008022702,0.00069017144,0.47338948,0.009697638,0.00010467136,0.0000037527739,0.19694942,0.00008915208,0.08151045,0.08613546,0.001296109,0.15005346],"study_design_scores_gemma":[0.0031477064,0.00003821306,0.8981972,0.014412204,0.000023299808,5.3090696e-7,0.017061293,0.048343945,0.00032776332,0.018179808,0.000056533972,0.00021151717],"about_ca_topic_score_codex":0.00023514501,"about_ca_topic_score_gemma":0.00057275034,"teacher_disagreement_score":0.4248077,"about_ca_system_score_codex":0.00034973898,"about_ca_system_score_gemma":0.00011903394,"threshold_uncertainty_score":0.5185198},"labels":[],"label_agreement":null},{"id":"W4405965828","doi":"10.1093/geroni/igae098.2926","title":"HETEROSEXUAL AND SEXUALLY DIVERSE OLDER ADULTS’ LIFETIME EXPERIENCE OF IPV: FINDINGS FROM THE CLSA","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Gender, Feminism, and Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Psychology; Medicine; Developmental psychology; Gerontology","score_opus":0.030233413346843343,"score_gpt":0.32313489564410236,"score_spread":0.29290148229725904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405965828","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968538,0.00019571258,0.00017694684,0.0010859728,0.00066502433,0.00011913198,0.000007670141,0.00003624123,0.0008594858],"genre_scores_gemma":[0.9989184,0.000028858154,0.00013634303,0.00039797556,0.00017049535,0.00001197433,0.000007777366,0.000005155473,0.00032299376],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9991394,0.000047875208,0.00023489333,0.00018008171,0.0002506529,0.00014707378],"domain_scores_gemma":[0.9995538,0.00023308549,0.000046696554,0.000081199374,0.00006436178,0.000020851314],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005352768,0.00006107071,0.000075410186,0.00010157993,0.00012968438,0.00007737721,0.00013055198,0.000052258896,0.00007759888],"category_scores_gemma":[0.00022826316,0.00005042109,0.00000977124,0.0007579678,0.00018746019,0.00021064762,0.000049481216,0.00012326492,0.0000060935067],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004614449,0.000011850707,0.107309274,0.000015148479,0.000005816777,0.000004079959,0.8712105,0.0000013191818,0.0018121029,0.004828143,0.00065658137,0.014140535],"study_design_scores_gemma":[0.00045028992,0.000021928583,0.23262623,0.0003331512,0.000006416923,9.246921e-7,0.75130975,0.00019168496,0.0013934618,0.001154621,0.012315832,0.0001957308],"about_ca_topic_score_codex":0.0012807612,"about_ca_topic_score_gemma":0.0003027479,"teacher_disagreement_score":0.12531695,"about_ca_system_score_codex":0.000027939373,"about_ca_system_score_gemma":0.00008030861,"threshold_uncertainty_score":0.20561124},"labels":[],"label_agreement":null},{"id":"W4405965871","doi":"10.1093/geroni/igae098.1970","title":"THE “EPIDEMIC” OF OLDER ADULT LONELINESS: PROBLEMS OF DIAGNOSTIC INTERVENTION AND CRITICAL SOCIOLOGICAL RESEARCH","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Regional Socio-Economic Development Trends","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trent University","funders":"","keywords":"Loneliness; Intervention (counseling); Gerontology; Sociology; Sociological theory; Psychology; Medicine; Social science; Social psychology; Psychiatry","score_opus":0.11434466026005768,"score_gpt":0.4487108479897358,"score_spread":0.33436618772967813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405965871","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96444863,0.0012397579,0.0015663091,0.030167915,0.00034791318,0.0001919955,0.000001980625,0.000025017507,0.00201049],"genre_scores_gemma":[0.9990288,0.00045569293,0.0002050168,0.00003869981,0.00008053019,0.000041803458,0.0000038994776,0.000004029962,0.00014150764],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99862117,0.00030378028,0.0005376073,0.00014351055,0.00022500458,0.00016891658],"domain_scores_gemma":[0.99340737,0.0060562673,0.000063633444,0.000051813306,0.0004076099,0.000013323372],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.005987175,0.000043063555,0.00009621146,0.00020588454,0.00016249056,0.000047925343,0.00011787575,0.00007125272,0.000021902146],"category_scores_gemma":[0.009879509,0.00003319843,0.00002118009,0.00086818176,0.0008685254,0.00015198687,0.00005675594,0.00021567164,0.0000031060988],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000029961284,0.000028073675,0.07178435,0.000129949,0.00001046493,0.0000012651136,0.011057353,0.000011365307,0.00009262172,0.87657744,0.0008958506,0.03940829],"study_design_scores_gemma":[0.00053062185,0.00005969138,0.30030283,0.0032258665,0.00000937031,0.0000017507848,0.034904823,0.002056163,0.00023251394,0.64393127,0.014514895,0.00023017707],"about_ca_topic_score_codex":0.0004441617,"about_ca_topic_score_gemma":0.00014049758,"teacher_disagreement_score":0.23264614,"about_ca_system_score_codex":0.000099342076,"about_ca_system_score_gemma":0.00009163473,"threshold_uncertainty_score":0.9984607},"labels":[],"label_agreement":null},{"id":"W4405965879","doi":"10.1093/geroni/igae098.2807","title":"EXPLORING THE IMPACT OF ATTENDANCE IN AN OUTDOOR WALKING PROGRAM ON HEALTH IN OLDER ADULTS WITH MOBILITY LIMITATIONS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba; University of Toronto","funders":"","keywords":"Attendance; Gerontology; Psychology; Environmental health; Medicine; Economic growth; Economics","score_opus":0.08700285459386518,"score_gpt":0.38349410307151005,"score_spread":0.29649124847764485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405965879","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9953029,0.00008554035,0.00010111866,0.0032149588,0.0001174418,0.000989837,0.0000028793845,0.000049860377,0.00013545073],"genre_scores_gemma":[0.998673,0.00002198368,0.0008209398,0.00013458048,0.000035316185,0.00026844206,0.00002425875,0.000013088287,0.000008384096],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988621,0.00007722129,0.00051356736,0.00021743192,0.00014810702,0.00018156925],"domain_scores_gemma":[0.99931604,0.00030320158,0.00008231941,0.00016740452,0.0001098016,0.000021250908],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008361993,0.00009007916,0.00017637775,0.0008293953,0.00002337972,0.00002184082,0.000040937928,0.000021927655,0.000005454792],"category_scores_gemma":[0.00023914785,0.0000580063,0.000030345669,0.0027289176,0.000041828338,0.00028661318,0.000007641196,0.00029991436,0.0000011391804],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016820247,0.0006567943,0.5224008,0.00041406282,0.000011520128,0.0000057980483,0.02467663,0.0024905389,0.00020938812,0.00066007866,0.000018856554,0.4482873],"study_design_scores_gemma":[0.0007750955,0.00045248258,0.9842121,0.0034262093,0.0000013792213,0.0000027517367,0.004971293,0.005930205,0.000073132695,0.00007680433,0.000023131935,0.00005542134],"about_ca_topic_score_codex":0.00044309587,"about_ca_topic_score_gemma":0.0006268113,"teacher_disagreement_score":0.46181127,"about_ca_system_score_codex":0.00039405265,"about_ca_system_score_gemma":0.00021425713,"threshold_uncertainty_score":0.23654282},"labels":[],"label_agreement":null},{"id":"W4405965882","doi":"10.1093/geroni/igae098.1967","title":"“YOU MUST BE LISTENED TO”: FACILITATORS FOR BABY BOOMERS’ SOCIAL PARTICIPATION IN CANADA AND SPAIN","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Social Sciences and Policies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Baby boomers; Psychology; Gerontology; Medicine; Demographic economics; Economics","score_opus":0.05491538711740723,"score_gpt":0.37651766095816613,"score_spread":0.3216022738407589,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405965882","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97563946,0.000027209351,0.00016151284,0.021779738,0.00045469002,0.00021850147,0.000015331549,0.000020678866,0.0016828579],"genre_scores_gemma":[0.99833703,0.000003921062,0.00007373163,0.0011044915,0.00015618488,0.00005654636,0.000004976748,0.0000037095726,0.00025941405],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.999091,0.00005939677,0.00023960447,0.00014508764,0.00020961145,0.00025527895],"domain_scores_gemma":[0.99967176,0.0001850442,0.00003217216,0.000026050246,0.000054573164,0.000030401347],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011934658,0.00005211388,0.00008022725,0.00020758985,0.00024056934,0.000109572386,0.000066321576,0.000034628683,0.000021702821],"category_scores_gemma":[0.0003913531,0.00005622389,0.000010102322,0.0020708847,0.0000639585,0.00019056708,0.000014797123,0.000060078055,7.614093e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008350364,0.0000104493865,0.2281514,0.000051415554,0.000006243514,0.0000032594378,0.40383476,0.00014831864,0.00030705254,0.25521404,0.0038627954,0.10840191],"study_design_scores_gemma":[0.000351564,0.000028055454,0.42040682,0.00010957606,0.0000063199864,1.3339873e-7,0.15288337,0.0022022752,0.000106621024,0.009724872,0.41378784,0.00039256472],"about_ca_topic_score_codex":0.92230636,"about_ca_topic_score_gemma":0.9836262,"teacher_disagreement_score":0.40992504,"about_ca_system_score_codex":0.0005411938,"about_ca_system_score_gemma":0.0006092102,"threshold_uncertainty_score":0.22927436},"labels":[],"label_agreement":null},{"id":"W4405965901","doi":"10.1093/geroni/igae098.1769","title":"RELATIONSHIP BETWEEN CHILD MORTALITY, SOCIAL SUPPORT, AND PSYCHOLOGICAL DISTRESS AMONG WAR SURVIVORS IN VIETNAM","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health and Well-being Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Saint Vincent University","funders":"","keywords":"Vietnam War; Psychological distress; Distress; Psychology; Clinical psychology; Social support; Psychiatry; Psychotherapist; Political science; Mental health","score_opus":0.08837523874575517,"score_gpt":0.41830656192249305,"score_spread":0.3299313231767379,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405965901","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9752257,0.00016602672,0.0001884327,0.0042037633,0.0005679837,0.0001826338,0.000019299403,0.00009636397,0.019349826],"genre_scores_gemma":[0.9990329,0.000006305438,0.000018415798,0.00035658162,0.000286617,0.000053709282,0.00009206083,0.00001476649,0.00013862764],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99837273,0.00016003005,0.00066268235,0.00035854074,0.00013616284,0.00030985594],"domain_scores_gemma":[0.9994921,0.00026522003,0.00008057538,0.000110359295,0.00002820895,0.000023556417],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011930887,0.0001225303,0.00019603624,0.00046361037,0.0001555439,0.000037517468,0.00007805645,0.00015466358,0.000053139356],"category_scores_gemma":[0.0001371505,0.00012159527,0.000020170875,0.0015676332,0.00011656517,0.00012280977,0.00004172776,0.0005568964,0.000028802713],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000039805586,0.00003314277,0.95349556,0.00006834469,0.000010525727,0.000033983382,0.0062110717,0.0000014199136,7.3572807e-7,0.033057176,0.0008622395,0.006221843],"study_design_scores_gemma":[0.00026852847,0.000019053612,0.9932881,0.00007297676,0.000005587685,0.0000026472944,0.00064182084,0.000012845487,8.502284e-7,0.004380747,0.0011860378,0.000120827855],"about_ca_topic_score_codex":0.000561489,"about_ca_topic_score_gemma":0.0005913305,"teacher_disagreement_score":0.039792538,"about_ca_system_score_codex":0.00005264634,"about_ca_system_score_gemma":0.000010002742,"threshold_uncertainty_score":0.49585113},"labels":[],"label_agreement":null},{"id":"W4405965908","doi":"10.1093/geroni/igae098.2967","title":"ASSOCIATION BETWEEN GUT MICROBIOTA, DIET, AND COGNITION IN ELDERLY PATIENTS WITH MILD COGNITIVE IMPAIRMENT","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Diet and metabolism studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Institute on Aging; National Institutes of Health","keywords":"Association (psychology); Cognition; Cognitive impairment; Gut flora; Medicine; Clinical psychology; Gerontology; Psychology; Psychiatry; Immunology; Psychotherapist","score_opus":0.01454499665833364,"score_gpt":0.2780760039829891,"score_spread":0.26353100732465545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405965908","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9970788,0.00025063154,0.000057111112,0.0010081907,0.00013896696,0.00043264293,0.000023320237,0.000037321654,0.00097303314],"genre_scores_gemma":[0.9990594,0.000040337385,0.00011973807,0.00023033175,0.00008772831,0.000037004014,0.00023188978,0.000012043262,0.00018154379],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99918854,0.000020776599,0.00029343722,0.00018398174,0.00015828645,0.00015500281],"domain_scores_gemma":[0.99958265,0.000088438166,0.000074157884,0.000032751952,0.00020786132,0.000014132138],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030553323,0.00009665944,0.00017409632,0.00049269886,0.00003181476,0.000035509103,0.000012377996,0.000049796432,0.000007910769],"category_scores_gemma":[0.00007662535,0.00008422726,0.000010848544,0.0009141545,0.000020172047,0.00015683858,0.000017878368,0.00017331833,0.0000062732934],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008107066,0.00006756997,0.9803709,0.00012766197,0.00010089056,0.0000049057435,0.0019929488,1.5599558e-7,0.0003436591,0.00007332901,0.0003275118,0.016509445],"study_design_scores_gemma":[0.00236557,0.00018024424,0.99453783,0.0012870551,0.00009743966,2.4289997e-7,0.00047253148,0.000008804337,0.00021812659,0.00016566014,0.0005726477,0.00009385126],"about_ca_topic_score_codex":0.000036777692,"about_ca_topic_score_gemma":0.00003474031,"teacher_disagreement_score":0.016415594,"about_ca_system_score_codex":0.00012509862,"about_ca_system_score_gemma":0.000031348674,"threshold_uncertainty_score":0.3434688},"labels":[],"label_agreement":null},{"id":"W4405965946","doi":"10.1093/geroni/igae098.2848","title":"ACTIVOT: PRELIMINARY RESULTS OF AN INTERVENTION TO IMPROVE HEALTH-PROMOTING DAILY ACTIVITY","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Physical Activity and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Intervention (counseling); Psychology; Environmental health; Medicine; Nursing","score_opus":0.04805233583268831,"score_gpt":0.39316587138861553,"score_spread":0.3451135355559272,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405965946","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9849552,0.000022492019,0.0032613447,0.010610869,0.00022460993,0.00038735825,0.000015963225,0.00008249997,0.00043966694],"genre_scores_gemma":[0.9986427,0.000002116245,0.0007325454,0.0003055526,0.00016832666,0.000021562622,0.00003479578,0.00001370513,0.00007872747],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987582,0.000072831725,0.000507332,0.00028819547,0.00018499864,0.00018843196],"domain_scores_gemma":[0.9994226,0.00009099493,0.00016001865,0.00017517836,0.00009525867,0.00005596],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011472176,0.000085462634,0.00023417365,0.00048430281,0.000041324332,0.000020965348,0.00004665294,0.000044639964,0.0000045390525],"category_scores_gemma":[0.00024607487,0.00008530861,0.000031790172,0.0014329166,0.000016690392,0.0004599506,0.00004207675,0.0003482652,0.000005528225],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010500543,0.00089924637,0.00020851582,0.0017233653,0.000015794873,0.000010878549,0.005798908,0.000020247466,0.18910821,0.0013674271,0.00011313573,0.7996842],"study_design_scores_gemma":[0.005617791,0.014706256,0.29976192,0.012978315,0.00003441688,0.000039177587,0.0017393101,0.075883806,0.58101046,0.005319348,0.0024064616,0.00050274044],"about_ca_topic_score_codex":0.0008752474,"about_ca_topic_score_gemma":0.00005552506,"teacher_disagreement_score":0.79918146,"about_ca_system_score_codex":0.0002395492,"about_ca_system_score_gemma":0.00015069512,"threshold_uncertainty_score":0.3478784},"labels":[],"label_agreement":null},{"id":"W4405965987","doi":"10.1093/geroni/igae098.2765","title":"INTERACTIONS BETWEEN FRAILTY AND SOCIAL VULNERABILITY ON THE SURVIVAL AND HEALTH TRANSITIONS OF OLDER ADULTS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health and Well-being Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fraser Health; Dalhousie University","funders":"","keywords":"Vulnerability (computing); Social vulnerability; Gerontology; Environmental health; Psychology; Medicine; Social psychology; Computer security; Computer science","score_opus":0.09022222212731845,"score_gpt":0.4294551212775641,"score_spread":0.3392328991502456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405965987","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92015404,0.000108526,0.0009091739,0.07605458,0.00035024586,0.00017770746,0.000029181874,0.00002864885,0.0021879135],"genre_scores_gemma":[0.99890804,0.0000050389085,0.00002117473,0.00085512025,0.00012560195,0.00002751335,0.000013562416,0.0000055041883,0.00003846913],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9991901,0.00013305071,0.00033417184,0.00015546233,0.00006548733,0.000121754405],"domain_scores_gemma":[0.9994745,0.00035643272,0.000051001247,0.00006296975,0.00004533099,0.000009755989],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00094040274,0.00005748134,0.00011714963,0.00016281704,0.00019110175,0.000015057343,0.000024123672,0.00002870409,0.000039027393],"category_scores_gemma":[0.000029851562,0.00004597717,0.000010799511,0.00047883153,0.000070946364,0.000044482113,0.000009620664,0.00026837722,0.000002697599],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035964847,0.000115980794,0.13831271,0.00061324623,0.0000873884,0.000001954779,0.17863917,0.0000022341267,0.000032906246,0.4122618,0.0055139684,0.26438266],"study_design_scores_gemma":[0.00026128718,0.000031024487,0.98959434,0.00020503186,0.0000037559569,9.2166806e-7,0.004973167,0.000040483403,0.000012993793,0.0023247702,0.002500742,0.00005147654],"about_ca_topic_score_codex":0.0004986586,"about_ca_topic_score_gemma":0.00016099385,"teacher_disagreement_score":0.85128164,"about_ca_system_score_codex":0.000032139138,"about_ca_system_score_gemma":0.000031141266,"threshold_uncertainty_score":0.18748946},"labels":[],"label_agreement":null},{"id":"W4405965997","doi":"10.1093/geroni/igae098.2043","title":"UNDERSTANDING ACTIVITY ENGAGEMENT EXPERIENCE AMONG RESIDENTS WITH DEMENTIA IN LONG-TERM CARE HOMES","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Dementia; Term (time); Long-term care; Gerontology; Psychology; Medicine; Nursing; Disease; Internal medicine","score_opus":0.11468719266428384,"score_gpt":0.4199708278784373,"score_spread":0.30528363521415347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405965997","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9892194,0.00041469326,0.007345781,0.0003269142,0.0009268828,0.00039178165,0.0000016878239,0.000095898125,0.0012769161],"genre_scores_gemma":[0.99948025,0.000030629304,0.00009088334,0.000045009157,0.000081863305,0.00009497424,0.00002277432,0.000018402292,0.00013521785],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986158,0.00016267119,0.00038308883,0.00028020065,0.00024195194,0.0003163021],"domain_scores_gemma":[0.999524,0.00013952774,0.000101267826,0.00014620663,0.00006987858,0.000019141593],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056216074,0.00011192062,0.00013684617,0.00085199537,0.0002522849,0.000056044348,0.00008549956,0.00006902641,0.000095024225],"category_scores_gemma":[0.000039363294,0.00010425518,0.000012766171,0.0020797583,0.000036651752,0.000401117,0.00006167907,0.00049655366,0.000007648571],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021038551,0.0000118042635,0.92479944,0.00055512146,0.000010796054,0.000047280846,0.07109083,0.000025285268,0.0002813667,0.0008923916,0.00020709244,0.0020575756],"study_design_scores_gemma":[0.00043135838,0.00001678675,0.94727564,0.0026374005,0.000008046157,5.0187316e-7,0.048932105,0.00005742126,0.00025537933,0.00022177381,0.000040298295,0.00012329707],"about_ca_topic_score_codex":0.0008896103,"about_ca_topic_score_gemma":0.0022236647,"teacher_disagreement_score":0.022476213,"about_ca_system_score_codex":0.0010181274,"about_ca_system_score_gemma":0.00015391053,"threshold_uncertainty_score":0.4251403},"labels":[],"label_agreement":null},{"id":"W4405966129","doi":"10.1093/geroni/igae098.3002","title":"THE COGNITIVE DECLINE TOWARD DEMENTIA AMONG NURSING HOME RESIDENTS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dementia; Nursing homes; Gerontology; Cognitive decline; Psychology; Cognition; Medicine; Nursing; Psychiatry; Disease","score_opus":0.031351877326601316,"score_gpt":0.37821121004264596,"score_spread":0.34685933271604463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405966129","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97738343,0.000968721,0.0050967513,0.005710902,0.00036024215,0.00041540046,0.0000022682318,0.000082513805,0.009979761],"genre_scores_gemma":[0.99829936,0.00007957582,0.00008152568,0.00038664535,0.00015554077,0.000058626898,0.0000492937,0.000019002016,0.00087040506],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99848676,0.00005765422,0.00041498998,0.0002349783,0.0004999085,0.00030573757],"domain_scores_gemma":[0.99929684,0.00019248507,0.000047836245,0.00009158389,0.000338289,0.000032935328],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011604235,0.0001001832,0.000106144784,0.000538011,0.0001358344,0.00022919125,0.00007487765,0.000038009053,0.00014130761],"category_scores_gemma":[0.0002729158,0.00007637365,0.000031790336,0.0018479218,0.0001335856,0.00022224241,0.000057926292,0.0003157353,0.00006197714],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000077043755,0.0000645203,0.846817,0.00008701712,0.000104792525,0.00012808302,0.0008331934,6.244969e-7,0.0013270127,0.002963109,0.00061955926,0.146978],"study_design_scores_gemma":[0.0008432477,0.00006155135,0.9863237,0.0019821005,0.000053922075,0.000013988562,0.0013717234,0.00089506526,0.0035666628,0.0041738255,0.00062489515,0.00008928091],"about_ca_topic_score_codex":0.0000436678,"about_ca_topic_score_gemma":0.000010711221,"teacher_disagreement_score":0.14688873,"about_ca_system_score_codex":0.00011428454,"about_ca_system_score_gemma":0.00012415048,"threshold_uncertainty_score":0.31144273},"labels":[],"label_agreement":null},{"id":"W4405966136","doi":"10.1093/geroni/igae098.1965","title":"WEB-BASED PRESENCE FOR SOCIAL CONNECTEDNESS IN LONG-TERM CARE","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Social connectedness; Term (time); Computer science; World Wide Web; Psychology; Social psychology; Physics","score_opus":0.05666907464431272,"score_gpt":0.4313421560784702,"score_spread":0.3746730814341575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405966136","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98900867,0.0003255895,0.0027772516,0.0035367145,0.0027140423,0.00069767924,0.000022426455,0.0001428103,0.00077483745],"genre_scores_gemma":[0.9986064,0.0000020313921,0.00012525039,0.00023409352,0.000377929,0.0002691366,0.0001607738,0.000017516477,0.0002069134],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99891543,0.000083538194,0.0004344632,0.00019778335,0.0001081714,0.0002606036],"domain_scores_gemma":[0.99920756,0.00039996306,0.00006886049,0.00007915926,0.00023421228,0.000010218974],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042192053,0.00007784377,0.00012900073,0.00062476174,0.00017508029,0.000023630902,0.00007496808,0.00011280565,0.00006015463],"category_scores_gemma":[0.00015684235,0.00008091654,0.000021227275,0.0018367097,0.000019549743,0.000103454215,0.000018779081,0.00029873213,0.000011819121],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017157092,0.00007057704,0.7274512,0.007655929,0.000015570207,0.000051543557,0.119276255,0.000105152496,0.0037962475,0.02488767,0.023534577,0.09298367],"study_design_scores_gemma":[0.0055244537,0.00006534328,0.9292392,0.005301214,0.000022919456,0.0000010579822,0.033596125,0.004703034,0.0008429294,0.0026731943,0.017471403,0.00055913196],"about_ca_topic_score_codex":0.00012349215,"about_ca_topic_score_gemma":0.0004944378,"teacher_disagreement_score":0.20178796,"about_ca_system_score_codex":0.00029684787,"about_ca_system_score_gemma":0.00045935248,"threshold_uncertainty_score":0.32996807},"labels":[],"label_agreement":null},{"id":"W4405966155","doi":"10.1093/geroni/igae098.2590","title":"MAPPING ASSISTIVE TECHNOLOGIES ON THE PROGRESSION OF ALZHEIMER’S DISEASE: A SCOPING REVIEW","year":2024,"lang":"en","type":"review","venue":"Innovation in Aging","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Assistive technology; Disease; Medicine; Neuroscience; Computer science; Psychology; Human–computer interaction; Pathology","score_opus":0.11090707232877116,"score_gpt":0.40887051973056926,"score_spread":0.2979634474017981,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405966155","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00002168669,0.9926569,0.00016510383,0.0016258018,0.00011894031,0.003401484,0.000013309647,0.00011777819,0.0018789868],"genre_scores_gemma":[0.00055917824,0.99761766,0.00024989262,0.00041808173,0.00002429376,0.0010241026,0.000038679562,0.000045985653,0.00002211022],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.99671096,0.0003006996,0.0013624859,0.0007475894,0.0005450418,0.00033324526],"domain_scores_gemma":[0.99815065,0.00030453058,0.00093161425,0.0005723175,0.000015926675,0.00002496802],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024045026,0.00036501055,0.00081655063,0.0004798416,0.00012317783,0.000033093747,0.00039081147,0.00013091604,0.00015541872],"category_scores_gemma":[0.000927503,0.00023953055,0.000120961566,0.0037813915,0.0002641006,0.00013992042,0.00051915133,0.0008534525,0.00027680487],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[5.5581035e-7,0.000023062237,0.00013786549,0.035807144,0.0000220314,0.00001509645,0.000054150023,0.0000026463683,0.0000020364018,0.0003560459,0.00030607881,0.9632733],"study_design_scores_gemma":[0.00003531855,0.000011405142,0.00021066623,0.8337655,0.00016468146,0.0000029260643,0.000077106335,0.000025460467,0.0000110973415,0.00018759398,0.16524392,0.0002642997],"about_ca_topic_score_codex":0.000009871092,"about_ca_topic_score_gemma":0.0000021368157,"teacher_disagreement_score":0.963009,"about_ca_system_score_codex":0.00033996237,"about_ca_system_score_gemma":0.00012647297,"threshold_uncertainty_score":0.97677726},"labels":[],"label_agreement":null},{"id":"W4405966184","doi":"10.1093/geroni/igae098.2809","title":"LIFE SPACE MOBILITY IS ASSOCIATED WITH DISTINCT FACTORS BELOW AND ABOVE THE AGE OF 75 YEARS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Space (punctuation); Space Age; Computer science","score_opus":0.036362592066617114,"score_gpt":0.33916226427906765,"score_spread":0.3027996722124505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405966184","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98861635,0.00009992722,0.00007413856,0.009354211,0.0001400425,0.00012687467,0.000011597247,0.000028081513,0.001548774],"genre_scores_gemma":[0.9986968,0.00001273668,0.000017765004,0.0009119776,0.000029632994,0.0000044385542,0.000005583331,0.0000042513834,0.0003168261],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99930567,0.00007214554,0.00019352924,0.000099564815,0.00018706317,0.00014205287],"domain_scores_gemma":[0.99941975,0.00038421454,0.000057611232,0.000058556197,0.000057384295,0.000022510278],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011063896,0.000043959113,0.00009049178,0.000072624105,0.00011528879,0.00006816891,0.000057190955,0.000036119673,0.000036154037],"category_scores_gemma":[0.000986683,0.000031057712,0.000009774714,0.0010709137,0.00014011607,0.00010581079,0.00001625625,0.00011650541,6.3714435e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000015710626,0.00000866538,0.9302188,0.000046990768,0.000008999618,0.0000024024916,0.031689182,0.000002630163,0.000004321329,0.036691178,0.00051622634,0.00080900243],"study_design_scores_gemma":[0.000061017625,0.0000047579992,0.98410296,0.00012463372,0.0000028290306,3.9298e-8,0.006800924,0.000053566822,0.0000112442285,0.0010271501,0.0077674217,0.000043430056],"about_ca_topic_score_codex":0.00686076,"about_ca_topic_score_gemma":0.0029684135,"teacher_disagreement_score":0.053884156,"about_ca_system_score_codex":0.00007636699,"about_ca_system_score_gemma":0.00016618469,"threshold_uncertainty_score":0.99975264},"labels":[],"label_agreement":null},{"id":"W4405966214","doi":"10.1093/geroni/igae098.2659","title":"THE EFFECTS OF LISTENING WHILE DRIVING IN OLDER AND YOUNGER ADULTS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Sleep and Work-Related Fatigue","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; Toronto Metropolitan University; University of Toronto","funders":"","keywords":"Active listening; Audiology; Psychology; Developmental psychology; Medicine; Communication","score_opus":0.008620641591408984,"score_gpt":0.28457055810941934,"score_spread":0.2759499165180104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405966214","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99076706,0.0023256282,0.0002637597,0.00042199975,0.0012405711,0.0001542055,2.5031986e-7,0.00003500204,0.004791551],"genre_scores_gemma":[0.9996074,0.000017827038,0.000053670432,0.00008683056,0.00004932712,0.000033012297,0.0000029995415,0.000012091299,0.00013685533],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.999263,0.000049099537,0.0003149905,0.00015948911,0.00007115015,0.00014225542],"domain_scores_gemma":[0.99930847,0.0004919609,0.000052524796,0.00010588879,0.000034281355,0.000006867156],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041127147,0.000065286775,0.00007669046,0.00034105132,0.00003604813,0.000038420243,0.0000554574,0.000066812274,0.000018611328],"category_scores_gemma":[0.000107457214,0.000053042695,0.00000991631,0.0013684719,0.000031311425,0.00010929598,0.0000242071,0.00025063186,0.0000068551867],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026530734,0.000052384283,0.4053197,0.00012907134,0.00006816492,0.00007832266,0.04712812,0.00003313808,0.002098215,0.102781564,0.0011251644,0.44115964],"study_design_scores_gemma":[0.0025988452,0.000070155904,0.97224927,0.013542035,0.000022985385,0.0000136568715,0.004098735,0.0020241379,0.0018343114,0.0012568452,0.0019175311,0.0003714979],"about_ca_topic_score_codex":0.000121835394,"about_ca_topic_score_gemma":0.000046628204,"teacher_disagreement_score":0.5669296,"about_ca_system_score_codex":0.000026125417,"about_ca_system_score_gemma":0.000008346405,"threshold_uncertainty_score":0.21630183},"labels":[],"label_agreement":null},{"id":"W4405966216","doi":"10.1093/geroni/igae098.2918","title":"A QUALITATIVE STUDY OF ADULT PROTECTIVE SERVICES PRACTITIONERS RESPONDING TO CASES OF ELDER ABUSE AND SELF-NEGLECT","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Neglect; Elder abuse; Qualitative research; Psychology; Psychiatry; Clinical psychology; Medicine; Medical emergency; Suicide prevention; Poison control; Sociology; Social science","score_opus":0.0347920311825486,"score_gpt":0.40760646804118283,"score_spread":0.37281443685863425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405966216","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9978552,0.00007297284,0.00014995213,0.0002991485,0.00006363099,0.00059968565,0.0000026510727,0.00005107541,0.00090568635],"genre_scores_gemma":[0.99934655,0.000035404366,0.00039816456,0.000072142284,0.000026637419,0.00007566541,0.0000010428779,0.000007331374,0.00003703994],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.998794,0.00033933678,0.00033642037,0.00018534745,0.00023001654,0.00011487541],"domain_scores_gemma":[0.99895567,0.00047283183,0.00012549943,0.000065655666,0.0003646287,0.000015701578],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00080341793,0.000066522254,0.00012226817,0.0013194758,0.00010146287,0.000038242,0.00006366784,0.00003465317,0.000010171241],"category_scores_gemma":[0.00027647073,0.0000668957,0.000010185643,0.0053018415,0.000035154306,0.00041715347,0.000017984257,0.000106532636,0.000001175692],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040129107,0.00012042011,0.0020041387,0.00011859087,0.00003996641,0.000010223466,0.9834094,0.0000075231733,0.0035453567,0.009864933,0.000011874588,0.0008274298],"study_design_scores_gemma":[0.00030518824,0.00033014434,0.0014649399,0.0014211537,0.000018465933,0.0000017468693,0.98642963,0.00004246819,0.007009849,0.00261513,0.00023923028,0.000122035475],"about_ca_topic_score_codex":0.0053762197,"about_ca_topic_score_gemma":0.0055494877,"teacher_disagreement_score":0.007249803,"about_ca_system_score_codex":0.00006716063,"about_ca_system_score_gemma":0.000085819534,"threshold_uncertainty_score":0.81272715},"labels":[],"label_agreement":null},{"id":"W4405966320","doi":"10.1093/geroni/igae098.3932","title":"WORKPLACE RETENTION FRAMEWORKS FOR NURSING IN LONG-TERM CARE: AN INTEGRATIVE REVIEW","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Nursing; Term (time); Psychology; Medicine","score_opus":0.046863030610422796,"score_gpt":0.456133885805351,"score_spread":0.40927085519492823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405966320","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6715779,0.09722148,0.17845185,0.025510712,0.014281464,0.0061703306,0.000029507883,0.0006087076,0.0061480543],"genre_scores_gemma":[0.99410236,0.0010242922,0.002058112,0.00094830134,0.0004850789,0.0003909221,0.00046682137,0.000036975776,0.0004871298],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9983414,0.0001994854,0.0007372548,0.0003013007,0.00012813303,0.00029243145],"domain_scores_gemma":[0.99911153,0.00028470744,0.00013830097,0.00017020424,0.00027489202,0.000020379217],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010308791,0.00012491814,0.00022931196,0.00065708096,0.00014772327,0.000033505366,0.0000862309,0.0002477241,0.000061225786],"category_scores_gemma":[0.00026878552,0.00011674641,0.00003579274,0.002694338,0.000023470368,0.0003206371,0.000013679928,0.0010711192,0.000011487194],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009840003,0.0000802155,0.047778144,0.012107369,0.000016545739,0.000020262316,0.10686352,0.000022238424,0.00035145626,0.02633422,0.017825866,0.78850174],"study_design_scores_gemma":[0.0022895415,0.00026288483,0.19514926,0.67957133,0.00012807034,0.000009471567,0.0784171,0.0022122576,0.0002470854,0.029800093,0.010855969,0.0010569063],"about_ca_topic_score_codex":0.000061350256,"about_ca_topic_score_gemma":0.00018065031,"teacher_disagreement_score":0.78744483,"about_ca_system_score_codex":0.00081531086,"about_ca_system_score_gemma":0.00021075176,"threshold_uncertainty_score":0.47607803},"labels":[],"label_agreement":null},{"id":"W4405966343","doi":"10.1093/geroni/igae098.3930","title":"WHAT KIND OF HEALTH SCREENING IS USEFUL FOR PERSONS AGING WITH HIV?","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Syphilis Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Human immunodeficiency virus (HIV); Medicine; Psychology; Virology","score_opus":0.07416829536813574,"score_gpt":0.36265875765735034,"score_spread":0.2884904622892146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405966343","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9249018,0.0031237379,0.015620423,0.05517863,0.00024310967,0.0006372138,0.000014187711,0.0000679885,0.00021295094],"genre_scores_gemma":[0.9930483,0.00005618947,0.004793167,0.0016936274,0.00007843773,0.00006849815,0.00006240155,0.000021734415,0.00017766116],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991001,0.000012055903,0.0003568077,0.00020739772,0.00016087096,0.00016276028],"domain_scores_gemma":[0.9995622,0.00010077383,0.000095131516,0.00011811768,0.000104782375,0.000018989895],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042501965,0.00009042011,0.00020046465,0.00049847475,0.000046615893,0.000060186074,0.000026525842,0.000024326488,0.000028917217],"category_scores_gemma":[0.000026842008,0.000073510186,0.00002947929,0.0010158271,0.00002103004,0.00024003953,0.000010443722,0.000089203146,0.0000018859555],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048489586,0.00019867306,0.75432396,0.0012251447,0.00024209151,0.000033588338,0.020774273,0.0001060962,0.00041434175,0.00705691,0.0047544776,0.21082193],"study_design_scores_gemma":[0.01439982,0.0017086902,0.6997955,0.06600612,0.00033758403,0.00020258821,0.04868174,0.023204189,0.042266246,0.001637688,0.10079458,0.00096524804],"about_ca_topic_score_codex":0.000075457836,"about_ca_topic_score_gemma":0.000013032586,"teacher_disagreement_score":0.20985669,"about_ca_system_score_codex":0.0001077746,"about_ca_system_score_gemma":0.000112269845,"threshold_uncertainty_score":0.29976586},"labels":[],"label_agreement":null},{"id":"W4405966349","doi":"10.1093/geroni/igae098.3936","title":"CLINICAL EFFICACY OF A DIGITAL COGNITIVE ASSESSMENTS IN DETECTING COGNITIVE IMPAIRMENTS: A POOLED ANALYSIS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cognition; Psychology; Clinical psychology; Cognitive Assessment System; Cognitive psychology; Cognitive impairment; Medicine; Audiology; Psychiatry","score_opus":0.0468857137936931,"score_gpt":0.45353607239184585,"score_spread":0.40665035859815274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405966349","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9863018,0.00008180889,0.008170426,0.0001438304,0.00008510274,0.00066431315,0.000023024735,0.000049360093,0.004480352],"genre_scores_gemma":[0.99924797,0.000011286123,0.000112232,0.00014919482,0.00005535465,0.000053587148,0.00019789924,0.000018676912,0.00015380024],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99741906,0.00013620102,0.0011766669,0.00044382992,0.00050060893,0.00032365703],"domain_scores_gemma":[0.9981524,0.0010167656,0.00016022653,0.000093128874,0.0005282775,0.00004925179],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001796138,0.00015309048,0.00043117505,0.0029398536,0.000028832486,0.00010612921,0.000059785176,0.000078048055,0.0001699652],"category_scores_gemma":[0.0016583484,0.00014732269,0.0001451868,0.008678261,0.00009570892,0.00037929008,0.00008573799,0.000515044,0.000021488246],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028381246,0.0006181332,0.8422537,0.00011756591,0.0010537097,0.00026567516,0.00052407983,0.000002325466,0.0005032625,0.00004186862,0.00000345336,0.15433243],"study_design_scores_gemma":[0.0045599453,0.00040541787,0.9830008,0.0019601218,0.0006224754,0.000009952949,0.0034664094,0.00453618,0.0011405381,0.00015473294,0.000009957516,0.00013342564],"about_ca_topic_score_codex":0.000033313172,"about_ca_topic_score_gemma":0.000012515364,"teacher_disagreement_score":0.154199,"about_ca_system_score_codex":0.00013641722,"about_ca_system_score_gemma":0.00024311051,"threshold_uncertainty_score":0.60076445},"labels":[],"label_agreement":null},{"id":"W4405966376","doi":"10.1093/geroni/igae098.3334","title":"RELATIONAL COLLABORATION BEYOND PROFESSIONAL TEAMS: NEGOTIATING HYBRID EXPERTISE WITH INFORMAL CAREGIVERS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Family Business Performance and Succession","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Negotiation; Knowledge management; Psychology; Sociology; Computer science","score_opus":0.01219850549619657,"score_gpt":0.24309300826988203,"score_spread":0.23089450277368545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405966376","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98787254,0.0001069093,0.0023518952,0.0009344894,0.0009711595,0.00018272354,0.0000024244712,0.000092936156,0.0074849264],"genre_scores_gemma":[0.9984137,0.0000034107377,0.00033617258,0.00039845053,0.00038050688,0.000033545093,0.00021074699,0.000015701338,0.0002078091],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99887365,0.0000044965773,0.00045816952,0.00016614991,0.00034596748,0.0001515383],"domain_scores_gemma":[0.9992484,0.000025053934,0.00019774724,0.00008257736,0.00044273146,0.0000034817124],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030327964,0.00011503189,0.00010971912,0.0010235003,0.00013165083,0.0002078989,0.00007703062,0.000040945728,0.00005619284],"category_scores_gemma":[0.000056374927,0.000095346644,0.000012441144,0.0030641211,0.00003972719,0.004806252,0.000051888685,0.00016050425,0.000019437806],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021052115,0.00009894796,0.6106341,0.0014993828,0.00003760949,0.00004864362,0.004490888,0.049953215,0.004946485,0.27202448,0.010000868,0.046054892],"study_design_scores_gemma":[0.002056103,0.00002729025,0.20774142,0.0036312432,0.00003155966,0.000011171072,0.015167102,0.72011185,0.0012205673,0.0017025584,0.04753892,0.0007602105],"about_ca_topic_score_codex":0.00014348533,"about_ca_topic_score_gemma":0.000020824687,"teacher_disagreement_score":0.6701586,"about_ca_system_score_codex":0.00006563112,"about_ca_system_score_gemma":0.00015697927,"threshold_uncertainty_score":0.38881233},"labels":[],"label_agreement":null},{"id":"W4405966515","doi":"10.1093/geroni/igae098.3979","title":"FEASIBILITY AND ACCEPTABILITY OF GAMIFIED CYCLING EXERCISE IN A LONG-TERM CARE HOME: A QUALITATIVE STUDY","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health and Well-being Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Cycling; Term (time); Physical therapy; Gerontology; Physical medicine and rehabilitation; Psychology; Medicine; History","score_opus":0.06674809720483557,"score_gpt":0.45970458211350024,"score_spread":0.39295648490866464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405966515","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99520445,0.0026987598,0.00012953523,0.00018536315,0.00036314107,0.00079181226,0.000008016274,0.000046368208,0.0005725753],"genre_scores_gemma":[0.99969035,0.000021335132,0.000072103736,0.000039503837,0.000021611091,0.000116878684,0.000008815191,0.000010518098,0.000018876655],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981895,0.00024530414,0.0008076715,0.00040881854,0.00013006461,0.00021866153],"domain_scores_gemma":[0.9991804,0.00036148075,0.00009754986,0.00020882855,0.0001353689,0.000016418482],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021123781,0.000115052935,0.00029010334,0.00054307596,0.00004351041,0.0000234369,0.0000690734,0.000058642716,0.000056889636],"category_scores_gemma":[0.00019982138,0.000113966176,0.000017537654,0.0017285694,0.000078160396,0.0001123384,0.000055412893,0.0002759563,0.0000038211956],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004421809,0.00010951285,0.5942412,0.00056546094,0.000008750647,0.000011317614,0.37699407,0.0000016858884,0.00001787653,0.0005224123,0.0000061836054,0.02747732],"study_design_scores_gemma":[0.0006984406,0.00003675731,0.83708835,0.0002573144,0.000005578548,4.6690568e-7,0.1609337,0.000011332086,0.000023748746,0.0008578359,0.000003163966,0.000083293344],"about_ca_topic_score_codex":0.00079818413,"about_ca_topic_score_gemma":0.00048120183,"teacher_disagreement_score":0.24284717,"about_ca_system_score_codex":0.00015071894,"about_ca_system_score_gemma":0.00005597959,"threshold_uncertainty_score":0.46474057},"labels":[],"label_agreement":null},{"id":"W4405966563","doi":"10.1093/geroni/igae098.3401","title":"PREVALENCE OF LIFESTYLE-BASED MODIFIABLE DEMENTIA RISK FACTORS AMONG CANADIAN ADULTS AGES 50+","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging, Elder Care, and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Baycrest Hospital","funders":"","keywords":"Dementia; Medicine; Gerontology; Environmental health; Demography; Disease; Internal medicine","score_opus":0.03056047488033337,"score_gpt":0.3495379904174495,"score_spread":0.3189775155371161,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405966563","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9944231,0.00043989468,0.00074936595,0.00019211932,0.00087933877,0.00040799892,0.000090633635,0.000111403875,0.0027061303],"genre_scores_gemma":[0.9986731,0.000040038234,0.00013489292,0.0002838266,0.00013113694,0.000056768575,0.00006160341,0.000024408488,0.00059425295],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99828404,0.00020608386,0.00065814453,0.00024999585,0.0002111848,0.00039054896],"domain_scores_gemma":[0.99898374,0.00030192648,0.00023005123,0.00017265209,0.00024932076,0.00006231051],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000848348,0.00012757284,0.00016911617,0.00073557283,0.0003595561,0.000023990426,0.00014044903,0.00014400572,0.00024346418],"category_scores_gemma":[0.000316141,0.00012822558,0.000031487245,0.0012243339,0.000058285226,0.00024404984,0.000026126334,0.0005164334,0.000016128266],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000028306592,0.000008278961,0.96992856,0.0009046254,0.00002045177,0.0000038132687,0.026322434,0.0002862907,0.000042970794,0.0013968656,0.0006604945,0.00042237923],"study_design_scores_gemma":[0.0004233762,0.000021764357,0.962872,0.0037617595,0.000047108235,5.5003625e-8,0.018103179,0.010286403,0.0005352432,0.0011042267,0.0025808902,0.00026393821],"about_ca_topic_score_codex":0.5016889,"about_ca_topic_score_gemma":0.09596302,"teacher_disagreement_score":0.40572587,"about_ca_system_score_codex":0.0002482026,"about_ca_system_score_gemma":0.00055805576,"threshold_uncertainty_score":0.9205333},"labels":[],"label_agreement":null},{"id":"W4405966567","doi":"10.1093/geroni/igae098.3271","title":"EXPLORING RACIAL DIFFERENCES IN WILLINGNESS FOR COGNITIVE TESTING IN OLDER ADULTS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cognition; Psychology; Clinical psychology; Cognitive psychology; Gerontology; Medicine; Psychiatry","score_opus":0.14163061783334172,"score_gpt":0.37469367148880295,"score_spread":0.23306305365546123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405966567","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99499536,0.00010071511,0.0024491043,0.00040448218,0.00018176268,0.0009317412,0.0000029194248,0.00004115336,0.0008927894],"genre_scores_gemma":[0.998509,0.000010858403,0.00024372703,0.00010847275,0.00013155704,0.00089369,0.000031887197,0.000014106974,0.00005672175],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998818,0.000028898983,0.00041296132,0.00026555493,0.00020477886,0.00026981963],"domain_scores_gemma":[0.999242,0.0004311883,0.00003483215,0.00003815944,0.00023702666,0.000016780683],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007241009,0.00009363049,0.00015551083,0.0010465451,0.000029249317,0.000054759013,0.00003642631,0.000030578783,0.000025984702],"category_scores_gemma":[0.0008725166,0.000089895024,0.000015238827,0.0027567516,0.000026778203,0.00033116332,0.00002650455,0.00025359553,0.0000043573204],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010225385,0.000089148656,0.78237635,0.00038793683,0.00000651246,0.00007121028,0.0043700724,0.00000139662,0.0007131825,0.0002823645,0.0000020445702,0.21159755],"study_design_scores_gemma":[0.0023861947,0.00007963767,0.97487295,0.007871087,0.0000058804776,0.000003372178,0.0044170422,0.007326467,0.0025649169,0.0003436588,0.00002487516,0.00010393479],"about_ca_topic_score_codex":0.00007538955,"about_ca_topic_score_gemma":0.000048176003,"teacher_disagreement_score":0.21149361,"about_ca_system_score_codex":0.000092510105,"about_ca_system_score_gemma":0.000097307755,"threshold_uncertainty_score":0.3665813},"labels":[],"label_agreement":null},{"id":"W4405966597","doi":"10.1093/geroni/igae098.3308","title":"CO-CREATING RESOURCES TO RAISE AWARENESS OF RISKS OF GOING MISSING AMONG PERSONS WITH DEMENTIA","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; University of Waterloo","funders":"","keywords":"Dementia; Business; Risk analysis (engineering); Psychology; Medicine; Disease; Internal medicine","score_opus":0.05349654496920954,"score_gpt":0.40184357550310523,"score_spread":0.3483470305338957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405966597","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9818,0.00015281742,0.0075767017,0.00034246966,0.000028022248,0.00026908878,0.000004022526,0.000032551652,0.00979428],"genre_scores_gemma":[0.9981054,0.000002488608,0.0015595431,0.000056059118,0.00003668427,0.000020680087,0.000016830938,0.000016795684,0.00018549437],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987866,0.000040595474,0.00041311496,0.0001966573,0.00037600784,0.00018702209],"domain_scores_gemma":[0.9994149,0.000107159714,0.00009619771,0.00010204422,0.00024703634,0.000032640226],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00080544554,0.00008794143,0.00018075322,0.00096780306,0.00005890627,0.000042856867,0.000052798394,0.000026913913,0.00009610363],"category_scores_gemma":[0.00015842827,0.00007650133,0.000022781267,0.0019618254,0.0000721422,0.00013417775,0.000025581903,0.00015017335,0.000002244453],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060843915,0.00004100443,0.9097141,0.0005744901,0.0000810003,0.000039261315,0.0043508923,0.000040508814,0.06511745,0.00011943574,0.000053032953,0.019807966],"study_design_scores_gemma":[0.0007638464,0.00017627708,0.88139725,0.0056934366,0.00006972048,0.000011152985,0.004175321,0.0024747793,0.10468357,0.00003381049,0.00041641097,0.00010442817],"about_ca_topic_score_codex":0.00026670817,"about_ca_topic_score_gemma":0.000014528885,"teacher_disagreement_score":0.039566122,"about_ca_system_score_codex":0.00004514257,"about_ca_system_score_gemma":0.0001244544,"threshold_uncertainty_score":0.31196338},"labels":[],"label_agreement":null},{"id":"W4405966815","doi":"10.1093/geroni/igae098.3484","title":"GENETIC RISK, MODIFIABLE FACTORS, AND COGNITIVE PERFORMANCE IN MIDDLE- AND OLDER-AGED CANADIANS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia; University of Calgary; Simon Fraser University","funders":"","keywords":"Cognition; Gerontology; Cognitive aging; Medicine; Psychology; Psychiatry","score_opus":0.05036168195569127,"score_gpt":0.3338183364085315,"score_spread":0.2834566544528402,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405966815","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99440914,0.0016176179,0.00044429483,0.00020950897,0.00016139881,0.0001469324,0.000009832026,0.000027833477,0.0029734399],"genre_scores_gemma":[0.998864,0.000023754199,0.00005445298,0.00007510456,0.000025912495,0.00003372572,0.000010665027,0.0000109333,0.0009014378],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990941,0.00008864792,0.00021444804,0.00025941114,0.00006242107,0.00028091582],"domain_scores_gemma":[0.9996511,0.00019216519,0.00002860994,0.00007018326,0.000032876793,0.000025115456],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046932514,0.00008435313,0.00010425489,0.00063947024,0.00007756562,0.000044539014,0.000040062987,0.00007225097,0.00006290291],"category_scores_gemma":[0.000060482005,0.0000828382,0.0000046910427,0.00077889865,0.0000806598,0.00008872584,0.000021575182,0.00040046798,0.000009447134],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007670555,0.000009773047,0.96686304,0.0000580663,0.00001435853,0.00003548329,0.01742536,0.000010487033,0.000018894978,0.0006354011,0.00008824483,0.014833241],"study_design_scores_gemma":[0.0004243044,0.000020058094,0.990876,0.00022445734,0.000004576809,0.000014884673,0.0045605777,0.003436114,0.000029942237,0.00020416836,0.00011084936,0.000094063544],"about_ca_topic_score_codex":0.015152761,"about_ca_topic_score_gemma":0.004696556,"teacher_disagreement_score":0.024012985,"about_ca_system_score_codex":0.000041814896,"about_ca_system_score_gemma":0.00004470849,"threshold_uncertainty_score":0.9914054},"labels":[],"label_agreement":null},{"id":"W4405966824","doi":"10.1093/geroni/igae098.3486","title":"MAPPING THE LITERATURE FOR THE PHYSICAL ACTIVITY SCALE FOR THE ELDERLY (PASE): A SCOPING REVIEW","year":2024,"lang":"en","type":"review","venue":"Innovation in Aging","topic":"Health and Well-being Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority; Canadian Physiotherapy Association; McMaster University","funders":"","keywords":"Scale (ratio); Psychology; Gerontology; Medicine; Geography; Cartography","score_opus":0.12222829485637458,"score_gpt":0.4696094179848635,"score_spread":0.3473811231284889,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405966824","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000010042378,0.9692132,0.0042326814,0.017425023,0.0017341127,0.0069917184,0.000051691673,0.00005074708,0.0002908026],"genre_scores_gemma":[0.00011662605,0.9863322,0.000051632273,0.0026189322,0.0017028273,0.008508476,0.000042458614,0.000053769105,0.0005730809],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99794096,0.00025262556,0.00074539665,0.00045600935,0.00016496914,0.000440033],"domain_scores_gemma":[0.99447125,0.0042899125,0.00047982248,0.0005595814,0.0001864496,0.0000129860055],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002833085,0.00033531804,0.0008979087,0.00019936574,0.0006061015,0.00016623357,0.0004345185,0.00014296372,0.0000061437813],"category_scores_gemma":[0.00048145046,0.00014804592,0.00032507986,0.002795681,0.000081520666,0.0000668044,0.000087316876,0.0010137538,0.000022814884],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000031527597,0.00001633752,0.0000010236201,0.10758792,0.000104401224,8.586475e-7,0.002144194,3.2318945e-7,9.3094336e-8,0.002819756,0.017489225,0.8698327],"study_design_scores_gemma":[0.0000920882,0.0000186936,0.000007788553,0.2693061,0.00023221127,0.000007587837,0.00013634127,0.000032976037,1.3445045e-7,0.00036018176,0.7296749,0.00013100533],"about_ca_topic_score_codex":0.00002233275,"about_ca_topic_score_gemma":0.000014418048,"teacher_disagreement_score":0.8697017,"about_ca_system_score_codex":0.00009069248,"about_ca_system_score_gemma":0.00021675516,"threshold_uncertainty_score":0.60371375},"labels":[],"label_agreement":null},{"id":"W4405966825","doi":"10.1093/geroni/igae098.3531","title":"FACILITATORS AND BARRIERS IN NAVIGATING COMMUNITY AND HEALTH CARE SYSTEM AMONG INFORMAL CAREGIVERS OF OLDER ADULTS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"MacEwan University; Simon Fraser University","funders":"","keywords":"Nursing; Gerontology; Health care; Psychology; Medicine; Political science","score_opus":0.019703611612078283,"score_gpt":0.3635162764290118,"score_spread":0.3438126648169335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405966825","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99747145,0.0008985348,0.00003995876,0.00034239097,0.00042003373,0.00036721936,0.000019304229,0.00005410336,0.00038698287],"genre_scores_gemma":[0.99977374,0.000012147955,0.00007234778,0.000052407573,0.000019984373,0.000022820093,0.00003038611,0.000008083518,0.000008110577],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99871624,0.00022102425,0.00063004665,0.00011333444,0.000109691915,0.00020968317],"domain_scores_gemma":[0.9994084,0.0001823783,0.00014446903,0.00010099501,0.0001253307,0.000038427443],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011501428,0.00008442518,0.00019172451,0.00039885397,0.0002833765,0.000013129941,0.000044619643,0.0000812906,0.0000035900282],"category_scores_gemma":[0.00008130837,0.000086231325,0.000009791807,0.0010909388,0.000058410096,0.00021875079,0.000057348767,0.00075710774,4.772344e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007554321,0.0000011171229,0.5120717,0.0040762676,0.0000030995056,0.0000015513942,0.46768072,0.0000072923085,0.000003855739,0.0005327204,0.000076939315,0.015537151],"study_design_scores_gemma":[0.00043720403,0.000018485389,0.38444725,0.0065016528,0.0000016341999,7.758618e-7,0.6082191,0.0002466999,0.000008499828,0.000008883403,0.000054979744,0.000054878084],"about_ca_topic_score_codex":0.019307401,"about_ca_topic_score_gemma":0.0022078273,"teacher_disagreement_score":0.14053835,"about_ca_system_score_codex":0.00030083564,"about_ca_system_score_gemma":0.00021765032,"threshold_uncertainty_score":0.9872231},"labels":[],"label_agreement":null},{"id":"W4405966848","doi":"10.1093/geroni/igae098.3816","title":"CANDIDACY 2.0-UNRAVELING HEALTH INEQUITIES IN CHRONIC CONDITION CARE ACCESS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; University of Alberta","funders":"","keywords":"Candidacy; Internet privacy; Medicine; Business; Political science; Computer science; Law","score_opus":0.07235346207071075,"score_gpt":0.4779530235546888,"score_spread":0.4055995614839781,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405966848","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9799224,0.0049670786,0.0010979321,0.006373264,0.003097111,0.0006113727,0.000021917023,0.00021093928,0.0036979532],"genre_scores_gemma":[0.9980018,0.00011323154,0.00005148347,0.0006221479,0.00055038545,0.00010640764,0.00027209884,0.00002130739,0.00026113988],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99821985,0.0001416847,0.0008437021,0.0002358861,0.00016120839,0.00039768254],"domain_scores_gemma":[0.99940896,0.00016291859,0.00014593088,0.00011949407,0.00014092133,0.0000218024],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008195056,0.000106508676,0.00020712423,0.0013182412,0.00023043774,0.00006300621,0.00010191002,0.00009080729,0.0002024166],"category_scores_gemma":[0.000075358206,0.000110762245,0.000017203545,0.0025800492,0.000019386283,0.0003779685,0.000058024005,0.00058146083,0.00004203348],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000603962,0.000046844696,0.23348042,0.014312957,0.000034579396,0.00009042329,0.3933656,0.0022955637,0.0017233328,0.06979283,0.044304926,0.24049214],"study_design_scores_gemma":[0.005312687,0.00026495167,0.48719302,0.03332075,0.000025009096,0.000011862552,0.26740855,0.0059515,0.0010280989,0.021762198,0.17635457,0.0013667876],"about_ca_topic_score_codex":0.008357603,"about_ca_topic_score_gemma":0.0060584056,"teacher_disagreement_score":0.2537126,"about_ca_system_score_codex":0.0026518316,"about_ca_system_score_gemma":0.0016583996,"threshold_uncertainty_score":0.99824584},"labels":[],"label_agreement":null},{"id":"W4405966866","doi":"10.1093/geroni/igae098.3821","title":"CARE TRANSITIONS FROM HOSPITAL TO HOME: PERSPECTIVES FROM OLDER ADULTS, CAREGIVERS, AND HEALTHCARE PROFESSIONALS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Health professionals; Health care; Nursing; Gerontology; Medicine; Psychology; Political science","score_opus":0.01472751283965373,"score_gpt":0.36307705372874255,"score_spread":0.3483495408890888,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405966866","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9444999,0.007821219,0.00050007337,0.04284094,0.0025368736,0.0008263116,0.0005529449,0.00019137072,0.00023034289],"genre_scores_gemma":[0.99718994,0.000052410658,0.00073183095,0.00044934635,0.0006365726,0.00016773064,0.00059831206,0.00003034652,0.00014350863],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9983491,0.00015133228,0.000472134,0.0004999957,0.00022182676,0.00030564057],"domain_scores_gemma":[0.9989966,0.00025515587,0.00007174797,0.00017844279,0.000430092,0.000067959],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015759197,0.00015923625,0.00022297485,0.00057941454,0.00038509766,0.000040113147,0.00008425825,0.00016455217,0.00025642177],"category_scores_gemma":[0.000057500532,0.00015640895,0.000031122054,0.0014354929,0.000030284249,0.00022639334,0.000050133527,0.0005646615,0.00004291469],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000373992,0.000034163775,0.01698431,0.0003027562,0.000023245599,0.000018809702,0.9525436,0.000002032038,0.00016935809,0.002680451,0.011270245,0.015933642],"study_design_scores_gemma":[0.00064785103,0.00003540441,0.1862512,0.003861556,0.000014344717,2.9916148e-7,0.80521524,0.000020463658,0.0000392025,0.0008915373,0.0028152645,0.00020763132],"about_ca_topic_score_codex":0.0064401925,"about_ca_topic_score_gemma":0.0009379112,"teacher_disagreement_score":0.16926688,"about_ca_system_score_codex":0.00039545697,"about_ca_system_score_gemma":0.00029701364,"threshold_uncertainty_score":0.9735688},"labels":[],"label_agreement":null},{"id":"W4405966877","doi":"10.1093/geroni/igae098.3963","title":"EFRAILTY.ORG: ANALYSIS OF INITIAL USERS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Context-Aware Activity Recognition Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.06274540962962889,"score_gpt":0.36078947016155655,"score_spread":0.29804406053192767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405966877","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5465177,0.00004027964,0.4496324,0.00079948356,0.00050979684,0.000071481285,0.000004318887,0.00014356566,0.002280896],"genre_scores_gemma":[0.9988938,9.81428e-7,0.00078152196,0.00017583031,0.00004319522,0.000012606822,0.000012214788,0.0000052268197,0.000074638476],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99883384,0.00005776617,0.00050121016,0.0002527248,0.00023625648,0.000118196185],"domain_scores_gemma":[0.99925196,0.00020023668,0.00011100374,0.00023796519,0.00018651456,0.000012311269],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068057247,0.000074014766,0.00017857422,0.0026490053,0.000023661432,0.00012679149,0.00024379701,0.000038728802,0.000034462835],"category_scores_gemma":[0.000090095346,0.00007973083,0.000051539533,0.012686006,0.000020427573,0.0007627751,0.00008220074,0.00012853088,0.000024757459],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000830756,0.00011503994,0.17979455,0.00021864967,0.0010950931,0.000100077494,0.014246506,0.0012901465,0.025186658,0.20593917,0.00078118034,0.57122463],"study_design_scores_gemma":[0.00082096056,0.00006222728,0.21769705,0.0008283006,0.00018566033,0.000023390683,0.00086514186,0.7240488,0.03040486,0.0054671266,0.018804308,0.0007921979],"about_ca_topic_score_codex":0.00013138274,"about_ca_topic_score_gemma":0.000058746966,"teacher_disagreement_score":0.72275865,"about_ca_system_score_codex":0.00007016938,"about_ca_system_score_gemma":0.000077561,"threshold_uncertainty_score":0.60952055},"labels":[],"label_agreement":null},{"id":"W4405966878","doi":"10.1093/geroni/igae098.3569","title":"CO-CREATING RESOURCES TO RAISE AWARENESS OF RISKS OF GOING MISSING AMONG PERSONS WITH DEMENTIA","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; University of Waterloo","funders":"National Institute on Aging; National Institutes of Health","keywords":"Dementia; Business; Environmental health; Medicine; Internal medicine; Disease","score_opus":0.05349654496920954,"score_gpt":0.40184357550310523,"score_spread":0.3483470305338957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405966878","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9818,0.00015281742,0.0075767017,0.00034246966,0.000028022248,0.00026908878,0.000004022526,0.000032551652,0.00979428],"genre_scores_gemma":[0.9981054,0.000002488608,0.0015595431,0.000056059118,0.00003668427,0.000020680087,0.000016830938,0.000016795684,0.00018549437],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987866,0.000040595474,0.00041311496,0.0001966573,0.00037600784,0.00018702209],"domain_scores_gemma":[0.9994149,0.000107159714,0.00009619771,0.00010204422,0.00024703634,0.000032640226],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00080544554,0.00008794143,0.00018075322,0.00096780306,0.00005890627,0.000042856867,0.000052798394,0.000026913913,0.00009610363],"category_scores_gemma":[0.00015842827,0.00007650133,0.000022781267,0.0019618254,0.0000721422,0.00013417775,0.000025581903,0.00015017335,0.000002244453],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060843915,0.00004100443,0.9097141,0.0005744901,0.0000810003,0.000039261315,0.0043508923,0.000040508814,0.06511745,0.00011943574,0.000053032953,0.019807966],"study_design_scores_gemma":[0.0007638464,0.00017627708,0.88139725,0.0056934366,0.00006972048,0.000011152985,0.004175321,0.0024747793,0.10468357,0.00003381049,0.00041641097,0.00010442817],"about_ca_topic_score_codex":0.00026670817,"about_ca_topic_score_gemma":0.000014528885,"teacher_disagreement_score":0.039566122,"about_ca_system_score_codex":0.00004514257,"about_ca_system_score_gemma":0.0001244544,"threshold_uncertainty_score":0.31196338},"labels":[],"label_agreement":null},{"id":"W4405966921","doi":"10.1093/geroni/igae098.3552","title":"INFORMATIVE, DULL, INCOMPREHENSIBLE: SEEKING A COMMON VOCABULARY AROUND DATA IN LATER LIFE","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging, Elder Care, and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Vocabulary; Psychology; Data science; Computer science; Linguistics; Philosophy","score_opus":0.08468597710913721,"score_gpt":0.4197291857032453,"score_spread":0.3350432085941081,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405966921","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98024684,0.00056071434,0.0017254637,0.00195689,0.0012604916,0.00044625468,0.000019801131,0.00023978994,0.0135437595],"genre_scores_gemma":[0.99213064,0.000039059858,0.00030179753,0.006415139,0.0003897676,0.000046336005,0.00037118504,0.000028608154,0.00027745892],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976946,0.00025208454,0.001108224,0.00028359046,0.00025897735,0.00040250705],"domain_scores_gemma":[0.9989072,0.00034824474,0.00018066904,0.00040017042,0.00013010757,0.00003359751],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016097745,0.00015677084,0.0002791801,0.00091550685,0.0002890962,0.00008710919,0.00030626735,0.00017153152,0.000076884804],"category_scores_gemma":[0.00022091498,0.00015803409,0.0000152317625,0.0024713941,0.00004549902,0.0012795725,0.00043322975,0.001132657,0.000121021956],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016357613,0.000028159206,0.8153065,0.0010032605,0.000026643436,0.000060003735,0.16192198,0.00006707619,0.00014363647,0.009605565,0.004991999,0.0068288078],"study_design_scores_gemma":[0.0026221797,0.000044606448,0.41425064,0.012166257,0.000033382326,0.000006643003,0.23884563,0.120319046,0.00006787633,0.0244155,0.18601182,0.0012164315],"about_ca_topic_score_codex":0.0012527631,"about_ca_topic_score_gemma":0.0012429304,"teacher_disagreement_score":0.40105587,"about_ca_system_score_codex":0.00023926374,"about_ca_system_score_gemma":0.00033089324,"threshold_uncertainty_score":0.64444435},"labels":[],"label_agreement":null},{"id":"W4405966928","doi":"10.1093/geroni/igae098.3973","title":"EXPLORING TRANSITIONAL CARE UNITS IN ONTARIO CANADA: A QUALITATIVE STUDY","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging, Elder Care, and Social Issues","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; Toronto Rehabilitation Institute; University Health Network","funders":"","keywords":"Transitional care; Qualitative research; Political science; Geography; Sociology; Health care; Anthropology; Law","score_opus":0.2555503954958868,"score_gpt":0.44656157608197294,"score_spread":0.19101118058608613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405966928","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9932068,0.00011380393,0.00012810687,0.0005909471,0.0010283707,0.00045604215,0.000010830307,0.000060284692,0.0044048396],"genre_scores_gemma":[0.9983935,0.0000019265333,0.000028825534,0.0006181265,0.00013094705,0.00029487035,0.000083055354,0.000016319362,0.0004324522],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9982709,0.00036231705,0.0006031574,0.00022018654,0.00027760988,0.00026577804],"domain_scores_gemma":[0.99919033,0.0003136589,0.00005958809,0.000077294906,0.0003385842,0.000020549744],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007836573,0.00010516331,0.0001723424,0.00046507,0.0002399691,0.000016647591,0.00006699852,0.000045325174,0.00010882671],"category_scores_gemma":[0.000084339175,0.000114196366,0.000009729819,0.0020359426,0.000014276173,0.00030882983,0.000022682949,0.00082690845,0.000006492874],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005283959,0.0000102798895,0.09604655,0.000095655596,0.0000105019635,0.00005310218,0.8960015,0.000028710569,0.000007577405,0.0070840036,0.00015768828,0.0004991161],"study_design_scores_gemma":[0.00033889638,0.000010571396,0.09195241,0.0006326999,0.0000036625424,1.2706882e-7,0.90390605,0.000018083852,0.000005604962,0.00065431383,0.0023670294,0.000110554494],"about_ca_topic_score_codex":0.9783005,"about_ca_topic_score_gemma":0.9988978,"teacher_disagreement_score":0.020597272,"about_ca_system_score_codex":0.0024162813,"about_ca_system_score_gemma":0.0032199242,"threshold_uncertainty_score":0.6318491},"labels":[],"label_agreement":null},{"id":"W4405966931","doi":"10.1093/geroni/igae098.3478","title":"EFFECT OF EXERCISE OR MENTAL AND SOCIAL ACTIVITIES ON INTRAINDIVIDUAL VARIABILITY OF COGNITIVE PERFORMANCE IN STROKE","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Cognition; Psychology; Stroke (engine); Physical medicine and rehabilitation; Clinical psychology; Medicine; Neuroscience; Engineering","score_opus":0.023434972936527094,"score_gpt":0.3588138658843917,"score_spread":0.3353788929478646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405966931","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9988194,0.000022549975,0.000012142766,0.0003463264,0.00011953052,0.00021341637,0.000015086786,0.000017471782,0.00043406343],"genre_scores_gemma":[0.9998036,0.00002228746,0.000022703778,0.000043237047,0.000019573534,0.000016875445,0.000020645994,0.000003397965,0.00004769304],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99950665,0.000031791835,0.00022800732,0.00009258721,0.00007394348,0.00006701792],"domain_scores_gemma":[0.9996666,0.00022554125,0.000049521295,0.00003102365,0.000022507447,0.000004842225],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00069704565,0.000049602062,0.00015087384,0.0004760564,0.000025295692,0.0000033922754,0.000016376021,0.00005861041,0.000049746337],"category_scores_gemma":[0.000080847596,0.000040521933,0.000007858566,0.00035057825,0.00011406591,0.000058943904,0.000010177864,0.00021551641,3.426505e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007605466,0.0001797198,0.76764035,0.0027711266,0.000018742207,0.0000017792456,0.03134198,2.8987984e-7,0.0008808685,0.00967809,0.000031788964,0.1866947],"study_design_scores_gemma":[0.0020242992,0.00093900773,0.94442505,0.0033896284,0.0000271908,0.0000047649482,0.005588078,0.0001842532,0.0429226,0.00032931753,0.000076153316,0.00008964869],"about_ca_topic_score_codex":0.000005847534,"about_ca_topic_score_gemma":0.0000035483042,"teacher_disagreement_score":0.18660504,"about_ca_system_score_codex":0.00005238947,"about_ca_system_score_gemma":0.00008171221,"threshold_uncertainty_score":0.16524366},"labels":[],"label_agreement":null},{"id":"W4405966954","doi":"10.1093/geroni/igae098.3971","title":"EXPLORING DIET’S IMPACT ON CARDIOMETABOLIC AND COGNITIVE HEALTH IN AMERICAN INDIANS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cognition; Environmental health; Gerontology; Medicine; Psychiatry","score_opus":0.08615622571229224,"score_gpt":0.3782162150178905,"score_spread":0.29205998930559823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405966954","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99106616,0.0011291158,0.000053997333,0.0066988035,0.00009837745,0.00016289715,0.000016765132,0.000029947034,0.0007439237],"genre_scores_gemma":[0.9977785,0.000647812,0.000054220764,0.001288501,0.00013214829,0.000051097475,0.000030340578,0.000009959065,0.0000074424493],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999356,0.000017037104,0.0002163353,0.00015337284,0.00010207205,0.00015519874],"domain_scores_gemma":[0.99978614,0.00008228795,0.000031705946,0.000035538265,0.000039892064,0.00002442622],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025857624,0.000073802265,0.00020926207,0.0008507153,0.000032025328,0.000022826438,0.000010680676,0.000009148091,0.000003637731],"category_scores_gemma":[0.000064142085,0.000063779815,0.000017781767,0.0023832736,0.00003496531,0.00008962068,0.0000148515355,0.00017119253,0.0000036763781],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002699083,0.00012898238,0.554555,0.00030077295,0.0001252469,0.00012825002,0.005653882,0.000029073464,0.00020967014,0.007490736,0.0005596427,0.43054885],"study_design_scores_gemma":[0.00056478416,0.00024586287,0.993316,0.0010080358,0.00000490016,0.0000078535195,0.002574393,0.000055179054,0.000034340384,0.00026140624,0.0018648389,0.00006238489],"about_ca_topic_score_codex":0.00087441126,"about_ca_topic_score_gemma":0.000030565923,"teacher_disagreement_score":0.43876106,"about_ca_system_score_codex":0.00014570053,"about_ca_system_score_gemma":0.000050736693,"threshold_uncertainty_score":0.26008654},"labels":[],"label_agreement":null},{"id":"W4405966962","doi":"10.1093/geroni/igae098.3549","title":"EXPLORING BED SENSOR SLEEP TECH: INSIGHTS FROM INTERDISCIPLINARY TEAM IN A GERIATRIC ASSESSMENT INPATIENT SETTING","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Context-Aware Activity Recognition Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia Hospital; University of British Columbia; Vancouver General Hospital","funders":"","keywords":"Sleep (system call); Medicine; Psychology; Physical medicine and rehabilitation; Computer science","score_opus":0.06264811210196237,"score_gpt":0.3152784439056877,"score_spread":0.25263033180372535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405966962","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79349095,0.0000761449,0.20169215,0.0011351753,0.0016248657,0.0003390933,0.0000036828624,0.0003358273,0.0013021269],"genre_scores_gemma":[0.9910316,0.0000034256007,0.008319455,0.000119890596,0.0001914828,0.00027372345,0.000023198269,0.000021266651,0.000015995827],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9975257,0.00017799213,0.0009746096,0.0006576665,0.00039137923,0.00027267143],"domain_scores_gemma":[0.99886,0.0004143559,0.0001977514,0.00036152764,0.00013664125,0.000029697567],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007209245,0.000199744,0.0002473189,0.0024474093,0.000094694005,0.0004426565,0.00035094682,0.00006331732,0.000007911937],"category_scores_gemma":[0.000071735805,0.00021159959,0.000039894054,0.005402227,0.000015947975,0.0024035876,0.0006827214,0.00049971015,0.000035746616],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012666308,0.00026050408,0.03669567,0.0002584824,0.00006480711,0.0003418519,0.05932775,0.0008646626,0.03732188,0.009395224,0.00017595447,0.8552805],"study_design_scores_gemma":[0.0018366125,0.00013557849,0.14201568,0.0051340293,0.000013631858,0.00005436785,0.010122868,0.80408055,0.014842133,0.017856741,0.002514623,0.0013931919],"about_ca_topic_score_codex":0.00016456332,"about_ca_topic_score_gemma":0.0000826588,"teacher_disagreement_score":0.8538874,"about_ca_system_score_codex":0.0006643165,"about_ca_system_score_gemma":0.000117999174,"threshold_uncertainty_score":0.8628781},"labels":[],"label_agreement":null},{"id":"W4405966966","doi":"10.1093/geroni/igae098.3482","title":"FEASIBILITY AND EFFECTS OF HIGH-INTENSITY INTERVAL TRAINING ON COGNITIVE FUNCTION AND BRAIN HEALTH IN PERIMENOPAUSE","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Menopause: Health Impacts and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; University of British Columbia","funders":"","keywords":"High-intensity interval training; Brain function; Cognition; Medicine; Psychology; Audiology; Neuroscience; Internal medicine","score_opus":0.06818353553011064,"score_gpt":0.3745721110608078,"score_spread":0.30638857553069715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405966966","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9928095,0.0007698374,0.00026689886,0.0052494626,0.00021039601,0.0005979837,0.0000053129506,0.000027933796,0.000062725034],"genre_scores_gemma":[0.9967178,0.000035504025,0.00010153763,0.0030456977,0.000030319028,0.000012301633,0.000027192567,0.00001042947,0.00001919983],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9990528,0.000066472465,0.00037917987,0.0002418494,0.00009750965,0.0001621513],"domain_scores_gemma":[0.9994847,0.000256892,0.00007812851,0.00006578557,0.0000647104,0.000049779454],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007391152,0.00009819574,0.00029711242,0.00048144485,0.000031312982,0.0000157913,0.000009034722,0.000050131403,0.000004694424],"category_scores_gemma":[0.00037692933,0.0000853929,0.0000027406923,0.00058698416,0.00004076348,0.00009955637,0.000014973738,0.00026271344,8.3301745e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005214264,0.0010594687,0.37894028,0.0137200765,0.00028364532,0.0003127747,0.038986348,0.0000059523795,0.045019377,0.017807538,0.00036935872,0.4982809],"study_design_scores_gemma":[0.005158888,0.0029924992,0.98258656,0.0054825996,0.000022900143,0.000028881794,0.00052162784,0.00030958647,0.0010654806,0.0017247716,0.0000313691,0.00007481415],"about_ca_topic_score_codex":0.00047196363,"about_ca_topic_score_gemma":0.000058351703,"teacher_disagreement_score":0.6036463,"about_ca_system_score_codex":0.00018412355,"about_ca_system_score_gemma":0.00010823873,"threshold_uncertainty_score":0.34822214},"labels":[],"label_agreement":null},{"id":"W4405966968","doi":"10.1093/geroni/igae098.3978","title":"FEASIBILITY AND ACCEPTABILITY OF A TELEHEALTH-BASED GROUP INTERVENTION FOR VETERANS WITH MCI","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Telehealth; Intervention (counseling); Medicine; Physical therapy; Group (periodic table); Psychology; Gerontology; Telemedicine; Nursing; Health care; Political science","score_opus":0.06209156319353136,"score_gpt":0.40819348406566397,"score_spread":0.3461019208721326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405966968","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9225324,0.00014800704,0.07370857,0.0024598732,0.00008851989,0.0009561383,0.000013773773,0.00004619718,0.000046534587],"genre_scores_gemma":[0.9923569,0.0000039122842,0.0069020945,0.00043282684,0.000052030966,0.00010159529,0.00013469128,0.000010547586,0.0000053793424],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99887925,0.000032014745,0.0006130204,0.00021220733,0.00013275763,0.00013075094],"domain_scores_gemma":[0.9994682,0.00013717274,0.00010586006,0.00011077916,0.00015342764,0.000024557767],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010933921,0.000074374024,0.00017071415,0.00039897574,0.000026848571,0.000011563813,0.00002023852,0.00003098892,0.000055576747],"category_scores_gemma":[0.00012216574,0.00006181428,0.0000211877,0.0008700197,0.00004507512,0.0001251242,0.0000061108353,0.00011163856,2.0764756e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004163287,0.00011722178,0.686433,0.004685779,0.000013146112,0.000002521347,0.0010129006,0.0000026958007,0.0009997992,0.0021256995,0.00006732143,0.30412358],"study_design_scores_gemma":[0.0051371907,0.0009757729,0.98370075,0.0006146621,0.00003289974,0.000009945966,0.00094890274,0.003628319,0.0018134463,0.00093701994,0.002124659,0.000076425706],"about_ca_topic_score_codex":0.00028093252,"about_ca_topic_score_gemma":0.0002080944,"teacher_disagreement_score":0.30404714,"about_ca_system_score_codex":0.00012525616,"about_ca_system_score_gemma":0.000093160925,"threshold_uncertainty_score":0.25207132},"labels":[],"label_agreement":null},{"id":"W4405966969","doi":"10.1093/geroni/igae098.3551","title":"FAMILY EXPERIENCE IN USING TELEPRESENCE ROBOTS WITH RESIDENTS IN LONG-TERM CARE","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Term (time); Robot; Computer science; Human–computer interaction; Artificial intelligence; Physics","score_opus":0.0335101428952125,"score_gpt":0.3600638457729277,"score_spread":0.32655370287771524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405966969","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99390763,0.00031308853,0.0029626733,0.00014718492,0.00038072863,0.00014492494,0.000001009782,0.00002556399,0.0021171912],"genre_scores_gemma":[0.9991608,0.000023867018,0.00047817212,0.000117966294,0.00008284388,0.00002455624,0.0000085315605,0.000009805294,0.00009343062],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99878377,0.00006755848,0.00031332418,0.00025389614,0.00033287128,0.00024860902],"domain_scores_gemma":[0.9996826,0.00004836872,0.000042554944,0.00008208967,0.00012973403,0.000014638404],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004527144,0.000079074256,0.00008538908,0.0006554849,0.00010050549,0.00019641421,0.00015142033,0.000050518585,0.000009542374],"category_scores_gemma":[0.00007834054,0.00008305043,0.000010012486,0.0027698409,0.0000641664,0.00054285297,0.00003761621,0.00017635927,0.0000017930478],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003884368,0.000009719093,0.9018523,0.000034100023,0.0000015166114,0.00010742486,0.06063829,0.010893575,0.003213202,0.021115918,0.0000047486737,0.002125328],"study_design_scores_gemma":[0.00017228468,0.0000075198122,0.95045966,0.0017573793,0.0000010346824,0.0000017923032,0.031510055,0.015133048,0.00019251906,0.00052374625,0.00003896856,0.00020197465],"about_ca_topic_score_codex":0.009156374,"about_ca_topic_score_gemma":0.028137414,"teacher_disagreement_score":0.048607383,"about_ca_system_score_codex":0.00059255335,"about_ca_system_score_gemma":0.00026997647,"threshold_uncertainty_score":0.99744177},"labels":[],"label_agreement":null},{"id":"W4405966970","doi":"10.1093/geroni/igae098.3949","title":"DEVICE MEASURED SLEEP QUALITY AND PHYSICAL ACTIVITY IS ASSOCIATED WITH COGNITION IN CHRONIC STROKE","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Sleep quality; Stroke (engine); Cognition; Sleep (system call); Physical medicine and rehabilitation; Chronic stroke; Medicine; Physical activity; Psychology; Audiology; Physical therapy; Computer science; Psychiatry; Engineering","score_opus":0.05133190365847019,"score_gpt":0.35891011217393637,"score_spread":0.3075782085154662,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405966970","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99620044,0.00009395341,0.0006024964,0.0019554787,0.00007767173,0.00023520243,0.000009317794,0.000058607104,0.0007668233],"genre_scores_gemma":[0.9994738,0.0000049913247,0.00006111233,0.00023230963,0.00006678776,0.0000246051,0.00002478738,0.000010089122,0.0001015181],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991871,0.00007341932,0.00020473146,0.0001983857,0.0002196589,0.000116665455],"domain_scores_gemma":[0.99946123,0.00026495242,0.000060089442,0.00006392738,0.0001332023,0.000016571681],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055116904,0.0000808051,0.00017688563,0.0004074034,0.000022190748,0.000028583148,0.0000145451995,0.000054015167,0.000014231506],"category_scores_gemma":[0.0002961614,0.00006983779,0.00001932154,0.0012023534,0.00004033857,0.00018551607,0.000008369524,0.0002657395,0.000004438411],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000362334,0.00062332826,0.558752,0.0013834585,0.0002649297,0.000052351705,0.0077868123,0.00014019474,0.26083526,0.0023864764,0.00015540145,0.16725743],"study_design_scores_gemma":[0.0015385118,0.000081291786,0.9776506,0.00097233395,0.000022479302,0.000004315137,0.00031777238,0.012466542,0.0064646173,0.00026453336,0.00011315434,0.000103884646],"about_ca_topic_score_codex":0.00005877146,"about_ca_topic_score_gemma":0.00007095964,"teacher_disagreement_score":0.41889855,"about_ca_system_score_codex":0.00042360887,"about_ca_system_score_gemma":0.00013523207,"threshold_uncertainty_score":0.28479025},"labels":[],"label_agreement":null},{"id":"W4405966983","doi":"10.1093/geroni/igae098.3941","title":"COMPARATIVE ANALYSIS OF FALL RATES AMONG COMMUNITY-OLDER ADULTS IN SIX COUNTRIES","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Demography; Gerontology; Geography; Environmental health; Medicine; Sociology","score_opus":0.04500026135449755,"score_gpt":0.40067545873083465,"score_spread":0.3556751973763371,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405966983","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9927524,0.00020683957,0.00010031261,0.0020386407,0.00015794851,0.00013752421,0.000008641465,0.000028394876,0.0045693372],"genre_scores_gemma":[0.99920344,0.000038774167,0.00003966623,0.0005330543,0.000022778646,0.000014621022,0.0000268458,0.0000027451347,0.000118097385],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987614,0.0002851867,0.00048662687,0.000090854846,0.00018915124,0.00018679265],"domain_scores_gemma":[0.99891585,0.00073854584,0.00008668305,0.00008274382,0.00016005759,0.000016099599],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018118238,0.000059467904,0.00023644902,0.0010259573,0.00016224264,0.00007906423,0.00011620986,0.000049170416,0.00007018604],"category_scores_gemma":[0.00017264987,0.000059973954,0.000025027119,0.0058623473,0.0001546619,0.0002969237,0.00002329207,0.00025075453,0.0000029925818],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000033551864,0.000017815246,0.7905385,0.000107342225,0.000028972025,0.0000012670214,0.14223762,0.00022124506,8.4395435e-7,0.06647173,0.00012506935,0.0002462789],"study_design_scores_gemma":[0.00011432032,0.0000031307338,0.9180456,0.00042730002,0.00001248847,1.6824044e-8,0.076210864,0.0028287342,0.00003098331,0.00043506894,0.0018267689,0.00006477301],"about_ca_topic_score_codex":0.09573419,"about_ca_topic_score_gemma":0.1873968,"teacher_disagreement_score":0.12750709,"about_ca_system_score_codex":0.00014032816,"about_ca_system_score_gemma":0.00012913994,"threshold_uncertainty_score":0.9102874},"labels":[],"label_agreement":null},{"id":"W4405966986","doi":"10.1093/geroni/igae098.3696","title":"PURPOSE IN LIFE, PHYSICAL ACTIVITY AND FUTURE THOUGHTS: RESULTS FROM DAILY LIFE ASSESSMENT IN YOUNG AND OLDER ADULTS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Psychological and Temporal Perspectives Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University; University of British Columbia","funders":"","keywords":"Gerontology; Psychology; Medicine","score_opus":0.03827159248760791,"score_gpt":0.3988385331374718,"score_spread":0.3605669406498639,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405966986","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98210007,0.00042163124,0.00008660615,0.008635747,0.00041249662,0.0003075511,0.000033865468,0.000044579254,0.007957446],"genre_scores_gemma":[0.99885154,0.00005158063,0.00012380724,0.00017054427,0.00057885615,0.00006270518,0.000027375865,0.0000120590585,0.00012155828],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99843514,0.0001993031,0.0002965935,0.0006334939,0.0001861489,0.00024929995],"domain_scores_gemma":[0.99943954,0.0002475857,0.00005575,0.0001661372,0.00004146092,0.000049516362],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005619296,0.00013941356,0.00020707249,0.00052470283,0.000031271273,0.00010261498,0.0000872294,0.00012421404,0.00003613501],"category_scores_gemma":[0.000111695554,0.000117569216,0.00001438606,0.0018195317,0.000073149065,0.00028361363,0.0000777799,0.0008632856,0.000007995102],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001954329,0.0020501178,0.5505046,0.00014768682,0.00009124054,0.0006536017,0.071875535,0.000009534411,0.0046209516,0.040333092,0.0024867465,0.32527256],"study_design_scores_gemma":[0.0020606036,0.000041161813,0.9887113,0.00018060226,0.0000013868341,0.0000024640092,0.0037873061,0.0014632419,0.000023648185,0.0030121978,0.0005798883,0.00013617483],"about_ca_topic_score_codex":0.0011727285,"about_ca_topic_score_gemma":0.00026055737,"teacher_disagreement_score":0.4382067,"about_ca_system_score_codex":0.0000843523,"about_ca_system_score_gemma":0.00004155089,"threshold_uncertainty_score":0.47943336},"labels":[],"label_agreement":null},{"id":"W4405967025","doi":"10.1093/geroni/igae098.3709","title":"SENOLYTIC EFFECTS ON COGNITION, MOBILITY, AND BIOMARKERS IN OLDER ADULTS WITH MCI AND SLOW GAIT: A PILOT STUDY","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Cerebral Palsy and Movement Disorders","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Gait; Cognition; Physical medicine and rehabilitation; Medicine; Gerontology; Psychology; Neuroscience","score_opus":0.014051959237689234,"score_gpt":0.2800011349429562,"score_spread":0.26594917570526694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405967025","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99674517,0.00018141417,0.00005155011,0.0010148921,0.00005365901,0.0013023546,0.0000012710273,0.000043039876,0.0006066391],"genre_scores_gemma":[0.9990036,0.000011784091,0.000033218766,0.0007805908,0.000018237726,0.00008709437,0.000017984068,0.000012317391,0.00003516499],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992149,0.00002978743,0.0002269714,0.0002742297,0.00013475807,0.000119363074],"domain_scores_gemma":[0.9997223,0.00010803295,0.00002722701,0.000079711936,0.00004355949,0.000019160418],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034178246,0.00010319839,0.00013115478,0.00055743894,0.000025820593,0.000033728847,0.00001428866,0.000019395207,0.000009841255],"category_scores_gemma":[0.00006948341,0.000086227396,0.0000043843984,0.0010647551,0.000034492026,0.00009420432,0.000017479584,0.0001388037,0.0000017416527],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010247901,0.0012517399,0.92867583,0.0023137233,0.00014324841,0.00019763735,0.00862661,0.0000060370844,0.0024726875,0.0006513356,0.00015690192,0.05447943],"study_design_scores_gemma":[0.007701364,0.0016296782,0.981165,0.0036843459,0.00003566747,0.000010800271,0.0038245593,0.0008696235,0.0004662253,0.00045549087,0.000020112622,0.00013716766],"about_ca_topic_score_codex":0.00016801411,"about_ca_topic_score_gemma":0.00028202657,"teacher_disagreement_score":0.054342262,"about_ca_system_score_codex":0.000037687354,"about_ca_system_score_gemma":0.00002462758,"threshold_uncertainty_score":0.3516251},"labels":[],"label_agreement":null},{"id":"W4405967027","doi":"10.1093/geroni/igae098.3710","title":"SENSE OF PURPOSE IN LIFE PREDICTS HIGHER ENGAGEMENT IN COGNITIVELY STIMULATING ACTIVITIES","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Motivation and Self-Concept in Sports","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Sense (electronics); Psychology; Chemistry","score_opus":0.060106113605617045,"score_gpt":0.34640629799143813,"score_spread":0.28630018438582105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405967027","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.980502,0.00008779912,0.0006010172,0.00043948542,0.00072725955,0.00029446362,0.0000066984744,0.00006428423,0.01727697],"genre_scores_gemma":[0.9984009,0.0000024680223,0.00021830112,0.0005101416,0.00009375677,0.000062197156,0.000027497299,0.000017922792,0.0006667986],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99845356,0.00015739088,0.00076251,0.00025704823,0.00017724978,0.00019223394],"domain_scores_gemma":[0.99935657,0.00032796842,0.0001304974,0.0001081768,0.00006215071,0.000014646069],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011155708,0.00010979853,0.00017712252,0.0011994911,0.000018520857,0.000026681108,0.000040014194,0.000078918594,0.0008474754],"category_scores_gemma":[0.00013894215,0.00012153858,0.00001581454,0.0020016837,0.000039585302,0.00021080062,0.000030587053,0.00036008062,0.0000112829775],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007233636,0.00026122027,0.8108255,0.00020204604,0.000037505233,0.0003265433,0.06881223,0.0015251611,0.0018352102,0.0804431,0.0009119584,0.034747187],"study_design_scores_gemma":[0.0016192374,0.000043323213,0.9780217,0.0010055013,0.00000455705,0.000004217125,0.011283846,0.0012210844,0.00050215056,0.0014040674,0.004658327,0.00023203739],"about_ca_topic_score_codex":0.00014409485,"about_ca_topic_score_gemma":0.000020425116,"teacher_disagreement_score":0.16719615,"about_ca_system_score_codex":0.00009200019,"about_ca_system_score_gemma":0.00005644714,"threshold_uncertainty_score":0.9279261},"labels":[],"label_agreement":null},{"id":"W4405967032","doi":"10.1093/geroni/igae098.3320","title":"NEUROCOGNITIVE CORRELATES OF COMORBIDITIES IN OLDER ADULTS WITH CHRONIC PAIN AND NEGATIVE EMOTIONS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Neurocognitive; Chronic pain; Psychology; Clinical psychology; Medicine; Physical medicine and rehabilitation; Psychiatry; Cognition","score_opus":0.010831967052924248,"score_gpt":0.26995505786206775,"score_spread":0.2591230908091435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405967032","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968915,0.000289069,0.00088401686,0.0008515897,0.00010289124,0.00032772723,0.000004775106,0.000025570575,0.0006228464],"genre_scores_gemma":[0.99943316,0.0000307585,0.00021782776,0.0001218536,0.00002933632,0.00002843333,0.000018416535,0.000008647423,0.00011157736],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994079,0.000046770547,0.00025418945,0.00012985666,0.00008542929,0.00007589588],"domain_scores_gemma":[0.9992766,0.00050319097,0.000043997323,0.000042657168,0.00012397567,0.000009615384],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002529086,0.000061911305,0.000117974305,0.00065875496,0.0000140158245,0.000010725575,0.000011814097,0.000029913921,0.00003227373],"category_scores_gemma":[0.00025479283,0.00005080271,0.000011177599,0.0011374564,0.00008814451,0.00011033498,0.000007615454,0.00016921696,0.0000014372736],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011190854,0.00011235243,0.91706663,0.0014735428,0.00003973306,0.00004506921,0.025449865,0.00014288975,0.0007572373,0.004782316,0.00013278658,0.049885668],"study_design_scores_gemma":[0.0013168207,0.00024084422,0.97492796,0.005800186,0.000008150637,0.000015689793,0.008428117,0.008301623,0.00044606312,0.00040433483,0.000045558296,0.00006464371],"about_ca_topic_score_codex":0.0000605583,"about_ca_topic_score_gemma":0.00006480808,"teacher_disagreement_score":0.057861336,"about_ca_system_score_codex":0.000065778644,"about_ca_system_score_gemma":0.0000880651,"threshold_uncertainty_score":0.20716745},"labels":[],"label_agreement":null},{"id":"W4405967199","doi":"10.1093/geroni/igae098.3365","title":"FALL RISK FACTORS IN COMMUNITY-DWELLING OLDER ADULTS: AN UMBRELLA REVIEW OF SYSTEMATIC REVIEWS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health and Well-being Studies","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Gerontology; Systematic review; Medicine; MEDLINE; Political science; Law","score_opus":0.09736174060415292,"score_gpt":0.416835514887426,"score_spread":0.31947377428327306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405967199","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7914902,0.20066662,0.0009879355,0.00046233792,0.000940122,0.0019553092,0.000008482763,0.00008744513,0.003401564],"genre_scores_gemma":[0.9748565,0.023401143,0.00014674777,0.0012272513,0.00004832013,0.00018033886,0.000035544566,0.00002345075,0.00008069235],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9957808,0.0016961471,0.0019370728,0.00020603475,0.00013930278,0.0002406007],"domain_scores_gemma":[0.9982517,0.0007612684,0.00042305602,0.00042528077,0.00011913174,0.000019565903],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006914996,0.00015615734,0.00064145867,0.0005913019,0.00007912521,0.000018863186,0.00018816025,0.000071500755,0.000040409883],"category_scores_gemma":[0.0011005126,0.00012970774,0.000044167118,0.0022531152,0.000028967142,0.000113361864,0.00003117406,0.00071865483,0.000054030832],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000069350854,0.00016760906,0.10975761,0.79783326,0.000041014795,0.000010742489,0.072443634,0.0000144089,0.000008950389,0.005368655,0.0017842868,0.012562905],"study_design_scores_gemma":[0.0004877212,0.0000697177,0.029955542,0.9528218,0.000048000136,0.000005795164,0.009301518,0.0004154044,0.000018734185,0.0005582664,0.0059956037,0.0003218866],"about_ca_topic_score_codex":0.0035174363,"about_ca_topic_score_gemma":0.00026614626,"teacher_disagreement_score":0.18336633,"about_ca_system_score_codex":0.000084231535,"about_ca_system_score_gemma":0.000030564104,"threshold_uncertainty_score":0.5317335},"labels":[],"label_agreement":null},{"id":"W4405967205","doi":"10.1093/geroni/igae098.3581","title":"THE CONTINUOUS LEARNING NEEDS OF PERSONAL SUPPORT WORKERS WHO CARE FOR PEOPLE LIVING WITH DEMENTIA IN LONG-TERM CARE","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Education and Learning Interventions","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Dementia; Term (time); Long-term care; Personal care; Assisted living; Gerontology; Nursing; Psychology; Medicine; Family medicine","score_opus":0.012661234325747688,"score_gpt":0.2931536820187494,"score_spread":0.28049244769300175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405967205","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8714946,0.0008378429,0.12558058,0.000915458,0.00039315745,0.00020325626,8.3681493e-7,0.000067148416,0.0005071261],"genre_scores_gemma":[0.9981775,0.0000044552894,0.0010281475,0.000040472813,0.000034626104,0.00006263472,0.000017382445,0.000010472827,0.0006242828],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99914354,0.00005474481,0.0003307538,0.00015519159,0.00013999736,0.00017576432],"domain_scores_gemma":[0.999278,0.00021874919,0.0001117445,0.000111532165,0.0002680382,0.000011911494],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048683988,0.000077906145,0.00010076905,0.0005391305,0.00015210178,0.00024849942,0.0002158579,0.000027421287,0.00002023705],"category_scores_gemma":[0.00009428232,0.000066474444,0.0000361847,0.0020147264,0.000025512822,0.00025294584,0.000050520135,0.0002281603,0.000001960423],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000018166564,0.000008868408,0.850815,0.0002302914,0.000014274754,0.0000011610402,0.12913688,0.00045959718,0.000026871108,0.004898009,0.0000788537,0.014328407],"study_design_scores_gemma":[0.0002423972,0.000095565585,0.85261685,0.0024301906,0.000009715087,0.0000074407208,0.13606267,0.0064082965,0.00007060679,0.0000231982,0.0018816994,0.0001513977],"about_ca_topic_score_codex":0.000063335036,"about_ca_topic_score_gemma":0.0004257388,"teacher_disagreement_score":0.12668292,"about_ca_system_score_codex":0.000091331945,"about_ca_system_score_gemma":0.00017924023,"threshold_uncertainty_score":0.27107492},"labels":[],"label_agreement":null},{"id":"W4405967241","doi":"10.1093/geroni/igae098.3586","title":"GRIEF AND BEREAVEMENT SUPPORT FOR STAFF IN LONG-TERM CARE HOMES: IDENTIFYING BARRIERS AND FACILITATORS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia; Simon Fraser University; Alzheimer Society of Canada","funders":"","keywords":"Grief; Term (time); Psychology; Nursing; Psychotherapist; Medicine","score_opus":0.03577484213852507,"score_gpt":0.40305973857570115,"score_spread":0.3672848964371761,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405967241","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9950421,0.0012897023,0.0009650109,0.0006382707,0.0011061118,0.00060501834,0.000039311184,0.000054538417,0.00025997264],"genre_scores_gemma":[0.9990059,0.0000759271,0.0001774879,0.00008331705,0.00007683559,0.00013874935,0.00013182432,0.000015590076,0.0002943512],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987957,0.000048387286,0.0005089908,0.00026336405,0.000112591355,0.00027097506],"domain_scores_gemma":[0.9995528,0.00015746061,0.0000618616,0.00008706701,0.00010365907,0.0000371395],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006072274,0.00010174667,0.00015507858,0.0007217702,0.00018017887,0.00004828255,0.00003816882,0.00008238828,0.00005458765],"category_scores_gemma":[0.000097365344,0.00010303803,0.000013581026,0.0007977427,0.000029790786,0.00020381538,0.000045043842,0.000229378,0.0000026472853],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002644031,0.00000780325,0.8110068,0.005082345,0.000016911863,0.00001863456,0.13452892,0.0000030905492,0.00040426248,0.0030915781,0.0019888517,0.04382436],"study_design_scores_gemma":[0.0022517256,0.00012991721,0.64669544,0.0037028207,0.000029121098,0.000004030392,0.33551034,0.00012130964,0.00023260884,0.003200192,0.007714023,0.00040845512],"about_ca_topic_score_codex":0.00019809512,"about_ca_topic_score_gemma":0.00038598475,"teacher_disagreement_score":0.20098142,"about_ca_system_score_codex":0.00024540885,"about_ca_system_score_gemma":0.00017040734,"threshold_uncertainty_score":0.4201769},"labels":[],"label_agreement":null},{"id":"W4405967340","doi":"10.1093/geroni/igae098.3317","title":"MODERATING EFFECT OF DEPRESSION ON THE ASSOCIATION OF COGNITIVE IMPAIRMENT WITH EVERYDAY FUNCTION IN OLDER ADULTS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health and Well-being Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Association (psychology); Depression (economics); Cognitive impairment; Psychology; Cognition; Clinical psychology; Gerontology; Psychiatry; Medicine; Psychotherapist","score_opus":0.010367694467967996,"score_gpt":0.3185728199989345,"score_spread":0.3082051255309665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405967340","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99531865,0.00010061768,0.0009701821,0.00046068637,0.00027071714,0.00044613855,0.0000025048307,0.000019481498,0.0024110258],"genre_scores_gemma":[0.99955606,0.0000023352122,0.000008078581,0.00019972408,0.00003611471,0.00012049414,0.000009616676,0.00000815758,0.00005942349],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998953,0.00021573513,0.00037272676,0.00015571878,0.00017031118,0.00013253707],"domain_scores_gemma":[0.99844474,0.0012054507,0.0001788209,0.000061471575,0.000104862724,0.000004632111],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001497815,0.00007418255,0.0001286726,0.00030184697,0.000039415838,0.000008686999,0.000024908306,0.000051544415,0.000018726947],"category_scores_gemma":[0.00025439152,0.000047974343,0.0000125235365,0.00092073425,0.0000119557835,0.000059062833,0.000010120288,0.00020001436,0.0000043318423],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00071872486,0.000098116965,0.9349692,0.00033235687,0.000058482943,0.0000039368656,0.02242957,0.00034372284,0.00023804975,0.0022568272,0.00043181278,0.038119197],"study_design_scores_gemma":[0.0018492554,0.00042271937,0.9849367,0.005279429,0.000014119972,7.123135e-7,0.0018156964,0.0022301676,0.0031905642,0.00016590444,0.000015906324,0.00007879933],"about_ca_topic_score_codex":0.00018619902,"about_ca_topic_score_gemma":0.000035667497,"teacher_disagreement_score":0.049967524,"about_ca_system_score_codex":0.00010610455,"about_ca_system_score_gemma":0.00002307479,"threshold_uncertainty_score":0.1956337},"labels":[],"label_agreement":null},{"id":"W4405967343","doi":"10.1093/geroni/igae098.3330","title":"CAREGIVER CONVERSATIONS WITH PERSONS WITH MILD COGNITIVE IMPAIRMENT, ALZHEIMER’S DISEASE, AND PARKINSON’S DISEASE","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; University of Saskatchewan; Université de Montréal; University of Toronto; Western University","funders":"","keywords":"Disease; Cognitive impairment; Parkinson's disease; Cognition; Medicine; Psychology; Neuroscience; Gerontology; Psychiatry; Internal medicine","score_opus":0.028660073034814167,"score_gpt":0.3200187651144413,"score_spread":0.2913586920796271,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405967343","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9890833,0.0010177122,0.0013520408,0.005414179,0.00004350134,0.00094361004,0.00006641373,0.000098240824,0.0019809965],"genre_scores_gemma":[0.9980805,0.000042373576,0.000110731584,0.0006917784,0.000061821695,0.00022447757,0.00021829498,0.000025719788,0.0005442846],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987814,0.00003677938,0.00018047391,0.0003698821,0.00037611922,0.00025535232],"domain_scores_gemma":[0.9993578,0.00007971083,0.000037777747,0.00009961508,0.00026759304,0.0001574713],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018698255,0.00015068686,0.00012580738,0.0006200892,0.000100856225,0.00011109541,0.000031377393,0.000020346826,0.00018485104],"category_scores_gemma":[0.000030215817,0.000116036346,0.000019848885,0.0012887032,0.00017740426,0.00028552028,0.000028625427,0.0002061326,0.000013593896],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00077505194,0.00013384085,0.9904819,0.00022126302,0.00027602442,0.00062162534,0.0022236558,0.0000026599141,0.00003991687,0.0011185786,0.00066528254,0.0034401782],"study_design_scores_gemma":[0.002505532,0.00022680535,0.98743397,0.0016896015,0.00045951607,0.000018336577,0.0039846916,0.0012592576,0.00013152361,0.00009475866,0.0020126821,0.00018331945],"about_ca_topic_score_codex":0.000046156274,"about_ca_topic_score_gemma":0.000016492395,"teacher_disagreement_score":0.008997212,"about_ca_system_score_codex":0.00007819136,"about_ca_system_score_gemma":0.00040514782,"threshold_uncertainty_score":0.47318247},"labels":[],"label_agreement":null},{"id":"W4405967344","doi":"10.1093/geroni/igae098.3761","title":"UNDERSTANDING THE ROLE OF CULTURE IN SHAPING ATTITUDES AND BELIEFS ON URINARY INCONTINENCE: A SCOPING REVIEW","year":2024,"lang":"en","type":"review","venue":"Innovation in Aging","topic":"Healthcare Education and Workforce Issues","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Urinary incontinence; Psychology; Medicine; Sociology; Urology","score_opus":0.19003152825699865,"score_gpt":0.46556221395045877,"score_spread":0.2755306856934601,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405967344","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000051429874,0.9950925,0.000014049312,0.0023249527,0.00048435054,0.0012046599,0.0000025304207,0.000036001413,0.0007895165],"genre_scores_gemma":[0.008064816,0.99072677,0.0000675072,0.00073969516,0.00018450107,0.00011411278,0.000033084038,0.00003492264,0.000034590423],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9976331,0.00023825772,0.0013200362,0.0003557902,0.00022496258,0.00022787144],"domain_scores_gemma":[0.99896353,0.00025909874,0.00046872508,0.00021954485,0.00006923249,0.000019860823],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015121648,0.00025617715,0.00082415197,0.0008425531,0.00009487667,0.000074272866,0.00017155337,0.00015663031,0.000011354735],"category_scores_gemma":[0.00034687956,0.00018421054,0.00006052123,0.003191009,0.000057532787,0.00012394751,0.00006649034,0.0008195602,0.00000598116],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004207603,0.000053818054,0.0011356748,0.39673805,0.000024516045,0.0000070502288,0.008830217,0.0000033865533,0.000001981459,0.015880615,0.00044273608,0.5768778],"study_design_scores_gemma":[0.00005998891,0.00002558424,0.000033630015,0.92113006,0.00003977099,0.00001418907,0.0009279035,0.000010165476,0.0000016954046,0.0009976412,0.07658561,0.000173761],"about_ca_topic_score_codex":0.000056907385,"about_ca_topic_score_gemma":0.000041231873,"teacher_disagreement_score":0.576704,"about_ca_system_score_codex":0.00045208403,"about_ca_system_score_gemma":0.00018295545,"threshold_uncertainty_score":0.75118876},"labels":[],"label_agreement":null},{"id":"W4405967350","doi":"10.1093/geroni/igae098.3250","title":"“ACT YOUR AGE!” YOUNG ADULTS’ CONCERN REGARDING PRESCRIPTIVE AGE STEREOTYPE VIOLATION","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Stereotype (UML); Psychology; Social psychology; Developmental psychology","score_opus":0.0973624873729711,"score_gpt":0.40283374573511155,"score_spread":0.30547125836214045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405967350","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92060065,0.00079240935,0.004966031,0.0006882953,0.0022140366,0.00028235288,0.000005389411,0.00027814964,0.07017265],"genre_scores_gemma":[0.9903716,0.000004073065,0.0001801335,0.00016435822,0.0003139359,0.00006132291,0.00007003414,0.00003084395,0.0088037],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983178,0.00017419341,0.000472079,0.00045394697,0.00020751702,0.00037449689],"domain_scores_gemma":[0.99937284,0.00012514014,0.00008564382,0.00024788835,0.00014341515,0.000025061683],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009020554,0.00014543037,0.00017613989,0.0007456254,0.00009537426,0.00013159309,0.00016085223,0.00014116977,0.00028961996],"category_scores_gemma":[0.00013763738,0.00014717913,0.000032817403,0.0013866613,0.000077970835,0.0002897056,0.00005505709,0.00059940707,0.0002465205],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043049981,0.00012241359,0.47724393,0.00026212147,0.0003095068,0.0022167643,0.14893681,0.00006875669,0.0032924998,0.16013902,0.011992334,0.19498535],"study_design_scores_gemma":[0.003962878,0.00029307493,0.91035867,0.0026329046,0.000054898956,0.00022721128,0.02676601,0.01021516,0.0008573576,0.009144956,0.034281343,0.0012055134],"about_ca_topic_score_codex":0.0006359797,"about_ca_topic_score_gemma":0.0001487893,"teacher_disagreement_score":0.43311477,"about_ca_system_score_codex":0.00017576096,"about_ca_system_score_gemma":0.00004745729,"threshold_uncertainty_score":0.6001791},"labels":[],"label_agreement":null},{"id":"W4405967396","doi":"10.1093/geroni/igae098.3611","title":"ASSOCIATION BETWEEN GUT MICROBIOTA, DIET, AND COGNITION IN ELDERLY PATIENTS WITH MILD COGNITIVE IMPAIRMENT","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Diet and metabolism studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Gut flora; Cognition; Association (psychology); Cognitive impairment; Medicine; Gerontology; Psychology; Clinical psychology; Psychiatry; Immunology; Psychotherapist","score_opus":0.01454499665833364,"score_gpt":0.2780760039829891,"score_spread":0.26353100732465545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405967396","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9970788,0.00025063154,0.000057111112,0.0010081907,0.00013896696,0.00043264293,0.000023320237,0.000037321654,0.00097303314],"genre_scores_gemma":[0.9990594,0.000040337385,0.00011973807,0.00023033175,0.00008772831,0.000037004014,0.00023188978,0.000012043262,0.00018154379],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99918854,0.000020776599,0.00029343722,0.00018398174,0.00015828645,0.00015500281],"domain_scores_gemma":[0.99958265,0.000088438166,0.000074157884,0.000032751952,0.00020786132,0.000014132138],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030553323,0.00009665944,0.00017409632,0.00049269886,0.00003181476,0.000035509103,0.000012377996,0.000049796432,0.000007910769],"category_scores_gemma":[0.00007662535,0.00008422726,0.000010848544,0.0009141545,0.000020172047,0.00015683858,0.000017878368,0.00017331833,0.0000062732934],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008107066,0.00006756997,0.9803709,0.00012766197,0.00010089056,0.0000049057435,0.0019929488,1.5599558e-7,0.0003436591,0.00007332901,0.0003275118,0.016509445],"study_design_scores_gemma":[0.00236557,0.00018024424,0.99453783,0.0012870551,0.00009743966,2.4289997e-7,0.00047253148,0.000008804337,0.00021812659,0.00016566014,0.0005726477,0.00009385126],"about_ca_topic_score_codex":0.000036777692,"about_ca_topic_score_gemma":0.00003474031,"teacher_disagreement_score":0.016415594,"about_ca_system_score_codex":0.00012509862,"about_ca_system_score_gemma":0.000031348674,"threshold_uncertainty_score":0.3434688},"labels":[],"label_agreement":null},{"id":"W4405967477","doi":"10.1093/geroni/igae098.3902","title":"THE LIFE STAGE AT MIGRATION MATTERS: A STUDY OF OLDER IMMIGRANTS’ SOCIAL WELLBEING BASED ON THE CLSA","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Regional Development and Environment","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"MacEwan University","funders":"","keywords":"Immigration; Stage (stratigraphy); Gerontology; Psychology; Medicine; Geography; Biology","score_opus":0.031281798618779465,"score_gpt":0.2952144765736366,"score_spread":0.26393267795485714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405967477","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93282145,0.000017745453,0.00014448997,0.065533325,0.00020615447,0.00028193905,6.6392414e-7,0.000018920338,0.0009753297],"genre_scores_gemma":[0.9975371,0.000009796492,0.000011239554,0.0013181885,0.00008512166,0.000043541833,0.0000037793634,0.0000059551867,0.0009853239],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9989023,0.00014463183,0.00026975712,0.00011829043,0.00044215444,0.00012283883],"domain_scores_gemma":[0.9995351,0.00028800484,0.00007927847,0.00006686334,0.000023192028,0.0000075863536],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015048197,0.00005831407,0.00005496498,0.00012138587,0.0005785034,0.000100731304,0.00011587427,0.000025733978,0.00005835048],"category_scores_gemma":[0.00005555629,0.000037473623,0.000017678109,0.00082782534,0.000077888464,0.00009047216,0.000022844712,0.000098235025,0.000013474449],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008253318,0.0003418453,0.3020166,0.00007098631,0.00010181978,0.000012257711,0.5058882,0.00240946,0.0025095188,0.13827194,0.036470205,0.011824603],"study_design_scores_gemma":[0.00044690864,0.000031455013,0.79086125,0.00017747596,0.000010443109,6.4783706e-8,0.09181111,0.004966009,0.00019236737,0.00089208153,0.11042305,0.00018777871],"about_ca_topic_score_codex":0.00062933227,"about_ca_topic_score_gemma":0.0017265846,"teacher_disagreement_score":0.48884466,"about_ca_system_score_codex":0.00014113385,"about_ca_system_score_gemma":0.000055233097,"threshold_uncertainty_score":0.4449439},"labels":[],"label_agreement":null},{"id":"W4405967834","doi":"10.1093/geroni/igae098.3658","title":"FEASIBILITY OF RECRUITING PEOPLE WITH MILD COGNITIVE IMPAIRMENT IN THE CONTEXT OF HEART FAILURE","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Cognitive impairment; Heart failure; Cognition; Medicine; Psychology; Internal medicine; Psychiatry; History","score_opus":0.036930559484875926,"score_gpt":0.3309938203112211,"score_spread":0.29406326082634515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405967834","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.991288,0.00010210966,0.00007015119,0.0069954772,0.000025620828,0.000463857,0.0000028007962,0.000011655083,0.0010403068],"genre_scores_gemma":[0.9991965,0.0000023078317,0.00017761387,0.0005299153,0.000021353708,0.000023431216,0.000012749038,0.000005654978,0.00003045747],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991085,0.000077360084,0.0003886166,0.000121806275,0.00021044174,0.000093262126],"domain_scores_gemma":[0.99907124,0.0006362566,0.000057462017,0.00008995067,0.00013661491,0.000008480718],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011335918,0.00006320165,0.00029245633,0.00022774868,0.000011521463,0.000008980902,0.000025969732,0.00002882449,0.000018353463],"category_scores_gemma":[0.00017921905,0.000039972896,0.00005015285,0.0014350264,0.000044194625,0.000052681306,0.000008120589,0.00015932796,0.00000102265],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000106616026,0.000059756323,0.9839233,0.000253751,0.000017257256,0.000019496321,0.008870267,0.0000031016784,0.0004588253,0.0052015116,0.000054042364,0.0010320725],"study_design_scores_gemma":[0.0012273078,0.00010014991,0.9708864,0.0015313511,0.000021964115,0.000045972683,0.02313807,0.00010098851,0.0019954683,0.000065652224,0.0008275237,0.00005914687],"about_ca_topic_score_codex":0.000173949,"about_ca_topic_score_gemma":0.000111155554,"teacher_disagreement_score":0.014267802,"about_ca_system_score_codex":0.000045142173,"about_ca_system_score_gemma":0.00007435397,"threshold_uncertainty_score":0.16300474},"labels":[],"label_agreement":null},{"id":"W4405967868","doi":"10.1093/geroni/igae098.3848","title":"HEALTH OUTCOMES AND RISK FOR MORTALITY IN OLDER ADULTS WITH ATTENTION DEFICIT/HYPERACTIVITY DISORDER SYMPTOMS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Attention Deficit Hyperactivity Disorder","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Neurotypical; Attention deficit hyperactivity disorder; Longitudinal study; Medicine; Neurodevelopmental disorder; Psychology; Psychiatry; Clinical psychology; Gerontology; Autism spectrum disorder; Autism","score_opus":0.024318211316765776,"score_gpt":0.34994259050292104,"score_spread":0.3256243791861553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405967868","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98008937,0.0003269323,0.014820806,0.003306915,0.00014054764,0.0011376491,0.00002067421,0.00010059287,0.000056545952],"genre_scores_gemma":[0.9987985,0.000057814694,0.00051676686,0.00018257898,0.000026933783,0.0001699181,0.00011389534,0.000035097066,0.00009848824],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984688,0.00006734551,0.0005274287,0.00044034672,0.00023765286,0.00025843972],"domain_scores_gemma":[0.999303,0.00019301637,0.00016388886,0.00018013247,0.00012889298,0.000031094267],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00076699327,0.0001747751,0.0003518503,0.00067177875,0.00007687434,0.000058138165,0.000030068004,0.00006970381,0.000015412705],"category_scores_gemma":[0.00018995715,0.00015079383,0.000036865116,0.0013365991,0.000039928418,0.00044644377,0.000021702315,0.00035502453,0.000003870794],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006385218,0.00022819117,0.9625123,0.0005159307,0.0000500919,0.00000658598,0.0004189932,0.00006569618,0.000046298002,0.00079501607,0.000005850048,0.035291206],"study_design_scores_gemma":[0.0029978405,0.00007070744,0.9863794,0.000897351,0.000031943735,0.000017028897,0.0016931794,0.0076085837,0.0000023830366,0.000079109384,0.000070182854,0.00015229911],"about_ca_topic_score_codex":0.0011424202,"about_ca_topic_score_gemma":0.0015527589,"teacher_disagreement_score":0.035138905,"about_ca_system_score_codex":0.00016093088,"about_ca_system_score_gemma":0.00010808903,"threshold_uncertainty_score":0.6149194},"labels":[],"label_agreement":null},{"id":"W4405967978","doi":"10.1093/geroni/igae098.3833","title":"CULTURAL COMPETENCE TRAINING AND EVALUATION AMONG NURSING HOME STAFF","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Cultural Competency in Health Care","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Nursing; Competence (human resources); Training (meteorology); Psychology; Medical education; Medicine; Geography; Social psychology","score_opus":0.10770406916503747,"score_gpt":0.42588976716818966,"score_spread":0.3181856980031522,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405967978","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9813263,0.00074945984,0.00011932925,0.0035748251,0.0011382326,0.0003072701,0.0000018020005,0.00015545683,0.012627336],"genre_scores_gemma":[0.9989278,0.000033910906,0.00052653946,0.00007939107,0.0002982818,0.000028733768,0.000018045823,0.0000073798196,0.000079926205],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99848485,0.00017712929,0.00035737283,0.00024005253,0.00047991922,0.00026066543],"domain_scores_gemma":[0.99933624,0.00014640953,0.00006896676,0.000061621526,0.00035314437,0.000033599783],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001963032,0.000083414845,0.000102645434,0.00029447116,0.00034804773,0.00029026676,0.00008685555,0.00005775286,0.000058958838],"category_scores_gemma":[0.0003574643,0.00008121848,0.000013693284,0.002085015,0.00020427008,0.0008841696,0.000013180366,0.00023156493,0.0000049956166],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000024662088,0.000010620627,0.019222353,0.0000787328,0.000005744428,0.000007740466,0.43383485,0.00018383782,0.0008683911,0.23859783,0.00030371823,0.30688372],"study_design_scores_gemma":[0.0007093011,0.000069732414,0.2671625,0.006069243,0.000036102076,0.000017494063,0.5673786,0.065566055,0.00013082748,0.07583136,0.016171247,0.000857538],"about_ca_topic_score_codex":0.00066402886,"about_ca_topic_score_gemma":0.0006321527,"teacher_disagreement_score":0.30602616,"about_ca_system_score_codex":0.00051515223,"about_ca_system_score_gemma":0.00023695127,"threshold_uncertainty_score":0.33119935},"labels":[],"label_agreement":null},{"id":"W4405968052","doi":"10.1093/geroni/igae098.3354","title":"NURSING PRACTICE AND OPTIMAL DELIRIUM CARE AMONG OLDER ADULTS IN ACUTE CARE SETTINGS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Montreal Heart Institute; Université de Montréal","funders":"","keywords":"Delirium; Nursing; Acute care; Medicine; Nursing care; Psychology; Intensive care medicine; Health care; Political science","score_opus":0.007037930494758282,"score_gpt":0.3090732724474632,"score_spread":0.3020353419527049,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405968052","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9827274,0.0017104598,0.0011735162,0.0091416715,0.00032864133,0.00048869185,0.00000808125,0.00008331961,0.004338195],"genre_scores_gemma":[0.9881312,0.000019660556,0.0012259815,0.010271466,0.00006897102,0.000029688534,0.00018970451,0.000033656794,0.000029628045],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9988539,0.000037985083,0.0003550121,0.0003343835,0.00019059323,0.00022812927],"domain_scores_gemma":[0.9924628,0.00012839054,0.00006735169,0.00009562496,0.0072219456,0.000023856435],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017029188,0.00014255819,0.0001608742,0.0009767727,0.000042136933,0.00006428615,0.000034156787,0.000090221074,0.000010177557],"category_scores_gemma":[0.0027005922,0.00015376364,0.000020755419,0.0015872672,0.0000804852,0.00039771493,0.000026082178,0.0005074079,0.0000046581927],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005120337,0.00010776133,0.14086024,0.0026912233,0.00016139411,0.0026914584,0.5792748,0.00009856903,0.0041610906,0.0024585724,0.004894391,0.2620885],"study_design_scores_gemma":[0.0023327372,0.00009603782,0.121304125,0.018337842,0.000118431046,0.00017394706,0.85045016,0.0026620126,0.0029032398,0.00004229776,0.0012492632,0.0003299301],"about_ca_topic_score_codex":0.00010005819,"about_ca_topic_score_gemma":0.000021788906,"teacher_disagreement_score":0.27117535,"about_ca_system_score_codex":0.00032741125,"about_ca_system_score_gemma":0.000113349495,"threshold_uncertainty_score":0.62702996},"labels":[],"label_agreement":null},{"id":"W4405968107","doi":"10.1093/geroni/igae098.3832","title":"CREATING DIGITAL STORIES ON AGING EXPERIENCES: A RAPID METHODOLOGICAL REVIEW OF DEVELOPMENT PROCEDURES","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Kamloops Art Gallery; University of British Columbia; Thompson Rivers University","funders":"","keywords":"Psychology; Data science; Computer science","score_opus":0.10824326539923107,"score_gpt":0.40801762247690077,"score_spread":0.2997743570776697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405968107","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9507204,0.010357493,0.0052347863,0.0064378255,0.0006140806,0.0006016866,0.0000019320219,0.0007167904,0.02531496],"genre_scores_gemma":[0.99199826,0.00041838855,0.0068606776,0.00039531628,0.00006392059,0.00012293101,0.0000049932696,0.000007839872,0.00012770691],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9985082,0.000110516594,0.00056577695,0.00026106386,0.00034443772,0.00020998601],"domain_scores_gemma":[0.9991321,0.0004730353,0.00013763068,0.000094075556,0.00014819775,0.000014960167],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022416175,0.000097723,0.00018884601,0.00040897107,0.0001657396,0.000085894964,0.00019416024,0.00006959391,0.000060416307],"category_scores_gemma":[0.0058025615,0.00008591844,0.000021182093,0.0025948654,0.00019395328,0.00036555418,0.0000517091,0.00019084038,0.000005192064],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000653928,0.000060763854,0.01133442,0.003526561,0.00002824821,0.000022850738,0.42064297,0.0000059234285,0.00038967896,0.16985452,0.000753495,0.39337403],"study_design_scores_gemma":[0.0007128514,0.00019620512,0.012137968,0.16237038,0.00002693037,0.00002181279,0.44734305,0.00013803122,0.03407687,0.020708818,0.32072675,0.0015403151],"about_ca_topic_score_codex":0.000035534005,"about_ca_topic_score_gemma":0.000034024655,"teacher_disagreement_score":0.39183372,"about_ca_system_score_codex":0.00015833844,"about_ca_system_score_gemma":0.00038815924,"threshold_uncertainty_score":0.69466275},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"agree"},{"id":"W4405968277","doi":"10.1093/geroni/igae098.3576","title":"A REFLECTION OF A STUDENT-LED VIRTUAL REALITY ADOPTION PROGRAM FOR PEOPLE LIVING WITH DEMENTIA IN LONG-TERM CARE","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Term (time); Dementia; Reflection (computer programming); Long-term care; Assisted living; Psychology; Internet privacy; Gerontology; Nursing; Computer science; Medicine","score_opus":0.04383737559451557,"score_gpt":0.4428165947435114,"score_spread":0.39897921914899587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405968277","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98797786,0.00018795264,0.00924824,0.00027071557,0.0006910117,0.0012411921,0.0000046825253,0.000118039694,0.00026032017],"genre_scores_gemma":[0.99852765,0.000011761524,0.0005797237,0.00002035074,0.00012438117,0.0005512121,0.00011269101,0.000017235998,0.000055009117],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986928,0.00011555559,0.00059280545,0.0002169379,0.00016556543,0.00021631949],"domain_scores_gemma":[0.99922097,0.00017484384,0.00016655908,0.00010999342,0.00031609973,0.000011541654],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007841029,0.000087611064,0.00017006311,0.00066207437,0.000112875285,0.000023861614,0.00005212689,0.000084971514,0.000016871278],"category_scores_gemma":[0.000060899383,0.00008288335,0.000021160555,0.0021973762,0.0000124731305,0.00017212509,0.000027335469,0.00024131412,0.0000013986677],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000065210195,0.00009385614,0.89930946,0.0017647591,0.000022285903,0.0000015987137,0.05416372,0.00006844507,0.00053317007,0.0012086784,0.00012330992,0.042645514],"study_design_scores_gemma":[0.0006681865,0.00019934285,0.9727408,0.003032637,0.000026322294,7.377718e-7,0.022786258,0.0002441573,0.000052019786,0.000063447755,0.00009373554,0.00009235682],"about_ca_topic_score_codex":0.0003910742,"about_ca_topic_score_gemma":0.0048617395,"teacher_disagreement_score":0.07343135,"about_ca_system_score_codex":0.00033701063,"about_ca_system_score_gemma":0.000187755,"threshold_uncertainty_score":0.3379885},"labels":[],"label_agreement":null},{"id":"W4405968332","doi":"10.1093/geroni/igae098.3498","title":"AGE-RELATED DIFFERENCES IN EVERYDAY SOLITUDE SEEKING WHEN TIME WITH OTHERS FEELS LESS DESIRABLE","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Solitude; Psychology; Social psychology; Developmental psychology; Psychotherapist","score_opus":0.030494559465598398,"score_gpt":0.25661996943233306,"score_spread":0.22612540996673466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405968332","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9880849,0.00005233173,0.0013454685,0.0012266038,0.0000652222,0.00016337601,8.536454e-7,0.00007268659,0.008988518],"genre_scores_gemma":[0.995754,0.0000048117254,0.00070933445,0.00032170754,0.000016161124,0.000014540516,0.000005430716,0.000015395235,0.0031586085],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99889207,0.000041020314,0.00030631688,0.00027214858,0.00021592327,0.000272514],"domain_scores_gemma":[0.99975294,0.00005101077,0.00006047404,0.000108779735,0.0000060935026,0.000020680342],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005766614,0.00010649921,0.00013245545,0.00026695724,0.000058392972,0.00008769563,0.000117168514,0.000052732157,0.0005980556],"category_scores_gemma":[0.000009323175,0.00009093427,0.000009540405,0.0015497335,0.00007632896,0.00037028882,0.000041584917,0.00023187787,0.00015109144],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000060628954,0.000021377928,0.98275167,0.000024041268,0.0000066650173,0.000045701465,0.0065890597,0.00054778723,0.003880521,0.0009352808,0.00044415586,0.0047476897],"study_design_scores_gemma":[0.0007315417,0.0000701761,0.94862354,0.001254799,0.0000088622555,0.000011257249,0.0011391011,0.033277843,0.00037441205,0.012458151,0.0015452944,0.0005050039],"about_ca_topic_score_codex":0.0027839858,"about_ca_topic_score_gemma":0.0020925186,"teacher_disagreement_score":0.034128096,"about_ca_system_score_codex":0.00030481035,"about_ca_system_score_gemma":0.000032226573,"threshold_uncertainty_score":0.6548289},"labels":[],"label_agreement":null},{"id":"W4405968355","doi":"10.1093/geroni/igae098.4043","title":"PERFORMANCE ON THE MOCA IS NOT ASSOCIATED WITH COGNITIVE RESERVE IN COMMUNITY-DWELLING OLDER ADULTS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cognitive reserve; Montreal Cognitive Assessment; Gerontology; Cognition; Psychology; Medicine; Physical medicine and rehabilitation; Cognitive impairment; Neuroscience","score_opus":0.0329220446749578,"score_gpt":0.3061947012624007,"score_spread":0.27327265658744293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405968355","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9887035,0.000045080575,0.000042704814,0.006944163,0.00010241033,0.00032910748,0.0000043184014,0.000044496785,0.003784205],"genre_scores_gemma":[0.9965744,0.000012605197,0.000023981958,0.002831145,0.000030345349,0.000041216044,0.000034364788,0.000014254749,0.00043769073],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991344,0.00011701683,0.00029369764,0.000121120036,0.00020666975,0.00012704913],"domain_scores_gemma":[0.9983457,0.0012670002,0.000056879217,0.000113826405,0.00020649831,0.000010097868],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010224561,0.00008298779,0.00011610258,0.00051812397,0.00008617056,0.000028546847,0.000047122274,0.00005054849,0.000056915098],"category_scores_gemma":[0.00063211925,0.00005511147,0.000018157896,0.001907425,0.00004993227,0.00010988603,0.000014430706,0.000746263,0.000018413099],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00052666175,0.00028232767,0.92476785,0.0004914493,0.00008538602,0.00002539264,0.052115656,0.00023608451,0.00032455454,0.00076385716,0.0006752014,0.019705588],"study_design_scores_gemma":[0.0015660718,0.00021516287,0.942759,0.014937335,0.000010386267,0.0000039088936,0.01035987,0.027371248,0.002451737,0.000043398893,0.00017147764,0.00011042629],"about_ca_topic_score_codex":0.0003449325,"about_ca_topic_score_gemma":0.00019467845,"teacher_disagreement_score":0.041755788,"about_ca_system_score_codex":0.00017401433,"about_ca_system_score_gemma":0.00009512079,"threshold_uncertainty_score":0.3242183},"labels":[],"label_agreement":null},{"id":"W4405968418","doi":"10.1093/geroni/igae098.3669","title":"MARKERS OF INFLAMMATION ARE MODIFIED BY SEX, FRAILTY AND EXERCISE IN A HEAD-DOWN TILT BEDREST STUDY","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Pressure Ulcer Prevention and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Head-Down Tilt; Tilt (camera); Head (geology); Inflammation; Physical medicine and rehabilitation; Medicine; Head tilt; Psychology; Gerontology; Physical therapy; Internal medicine; Bed rest; Biology; Engineering; Ophthalmology; Structural engineering","score_opus":0.06062003191847929,"score_gpt":0.4035733866757423,"score_spread":0.34295335475726296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405968418","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9910801,0.00015824848,0.0018074893,0.0012438684,0.0002888316,0.0015488937,0.0000091070615,0.00007877777,0.0037846542],"genre_scores_gemma":[0.9976187,0.000025568263,0.00007005039,0.000113046975,0.000024515095,0.00024947984,0.000030974206,0.000012376533,0.0018553281],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984182,0.00022436975,0.00078392134,0.00022425609,0.00018080442,0.00016842913],"domain_scores_gemma":[0.99947417,0.00010887437,0.00017422438,0.00015293769,0.000072689174,0.00001710831],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016832661,0.000093969735,0.00018108677,0.00073066365,0.000072494484,0.000019754692,0.0000730701,0.000067007866,0.00007769387],"category_scores_gemma":[0.000089387286,0.00009689789,0.000011002506,0.0011263982,0.000017181646,0.00024073517,0.000111103676,0.00031541212,0.000009262696],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020346705,0.00045495972,0.7901632,0.004902938,0.00009989496,0.000042508065,0.04674206,0.0005473422,0.005127912,0.015865041,0.0218903,0.11396034],"study_design_scores_gemma":[0.0035769069,0.00005646935,0.9270077,0.0050397264,0.00003701608,3.6176033e-7,0.025541624,0.017654836,0.00030182462,0.005064355,0.01539274,0.00032645746],"about_ca_topic_score_codex":0.00050036254,"about_ca_topic_score_gemma":0.00049059594,"teacher_disagreement_score":0.13684444,"about_ca_system_score_codex":0.000087698005,"about_ca_system_score_gemma":0.00004465469,"threshold_uncertainty_score":0.39513814},"labels":[],"label_agreement":null},{"id":"W4405968569","doi":"10.1093/geroni/igae098.4290","title":"EXPLORING AI FOR DEMENTIA CARE SUPPORT IN NORTHERN ONTARIO: A LITERATURE REVIEW","year":2024,"lang":"en","type":"review","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Laurentian University","funders":"","keywords":"Dementia; Medicine; Psychology; Gerontology; Internal medicine","score_opus":0.18450765165458577,"score_gpt":0.4650328713381669,"score_spread":0.28052521968358113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405968569","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000053848522,0.9924831,0.000028002785,0.00049188355,0.0033327232,0.002786059,0.00003905647,0.00006955958,0.00071580417],"genre_scores_gemma":[0.000039454997,0.992228,0.0001410314,0.0004805839,0.0004234295,0.0035123231,0.0021979092,0.000076569595,0.0009007277],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967396,0.00016981528,0.0019566244,0.00048379146,0.00019088706,0.0004592346],"domain_scores_gemma":[0.99860126,0.00013630831,0.00047371714,0.00031438822,0.00044860967,0.00002570455],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010837022,0.00034557,0.0012176315,0.001417433,0.00013392491,0.00004104398,0.00018732426,0.0002721947,0.00006856662],"category_scores_gemma":[0.00013081092,0.0002985701,0.00019010695,0.003947019,0.00000821559,0.00023433004,0.00008777145,0.0017419411,0.00008187215],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000027397527,0.000010242545,0.0016364336,0.3533322,0.000042868738,0.000031654323,0.017316066,1.742375e-7,4.448867e-8,0.00030289867,0.011008455,0.6163162],"study_design_scores_gemma":[0.00013361608,0.000010074777,0.00005506465,0.3230503,0.00024709958,0.0000024058977,0.00062921515,1.0250946e-7,2.4953144e-8,0.000058856298,0.6756356,0.00017765738],"about_ca_topic_score_codex":0.0012227139,"about_ca_topic_score_gemma":0.07920508,"teacher_disagreement_score":0.66462713,"about_ca_system_score_codex":0.0015463234,"about_ca_system_score_gemma":0.0016739469,"threshold_uncertainty_score":0.99994665},"labels":[],"label_agreement":null},{"id":"W4405968590","doi":"10.1093/geroni/igae098.4338","title":"CLINICAL PHENOTYPING OF THE COGNITIVELY UNIMPAIRED IN THE AD SPECTRUM USING PET IMAGING","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Neuroethics, Human Enhancement, Biomedical Innovations","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pet imaging; Spectrum (functional analysis); Psychology; Medicine; Neuroscience; Positron emission tomography; Physics","score_opus":0.1492391380027307,"score_gpt":0.41457647526995506,"score_spread":0.26533733726722436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405968590","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9696512,0.000034582554,0.010918499,0.015953073,0.0012344841,0.0004141719,0.000009120385,0.000069113456,0.0017157387],"genre_scores_gemma":[0.9938204,0.000008759827,0.00022386241,0.0057482235,0.00012286546,0.00001365641,0.0000023662717,0.000019270632,0.000040574065],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99727356,0.00045588624,0.0011285355,0.0004012799,0.00046030758,0.0002804103],"domain_scores_gemma":[0.99808604,0.0012649817,0.0002669501,0.0002791383,0.00009121886,0.00001169589],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027035137,0.00012832541,0.00015390945,0.0006400725,0.00015789854,0.00011573774,0.0004555027,0.00003391787,0.000033881486],"category_scores_gemma":[0.0026146758,0.000093614224,0.000044109715,0.007039418,0.0005401407,0.00030764667,0.00015394596,0.0009339022,0.0000073724996],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027948436,0.00034739435,0.029811103,0.00025149135,0.000012831277,0.00017171646,0.0068360497,0.00018793075,0.59940165,0.3249783,0.0003777321,0.037595823],"study_design_scores_gemma":[0.002709764,0.00007532262,0.15298454,0.0058110403,0.000054351756,0.00023842786,0.0047114845,0.36396036,0.23125689,0.2287012,0.00843655,0.0010600827],"about_ca_topic_score_codex":0.00003385603,"about_ca_topic_score_gemma":0.000020064215,"teacher_disagreement_score":0.36814478,"about_ca_system_score_codex":0.000098061326,"about_ca_system_score_gemma":0.00018497485,"threshold_uncertainty_score":0.40573925},"labels":[],"label_agreement":null},{"id":"W4405968592","doi":"10.1093/geroni/igae098.4222","title":"INDIVIDUAL AND RELATION-INFERRED SELF-EFFICACY FOR PHYSICAL ACTIVITY INCREASE IN OLDER ADULT COUPLES","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Physical Activity and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Psychology; Relation (database); Self-efficacy; Physical activity; Developmental psychology; Medicine; Computer science; Physical medicine and rehabilitation; Social psychology; Data mining","score_opus":0.043702447398881156,"score_gpt":0.3611874265363552,"score_spread":0.3174849791374741,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405968592","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9939298,0.000021767888,0.000943019,0.0042464454,0.00005900709,0.00047025914,0.000011266091,0.00009122851,0.00022722976],"genre_scores_gemma":[0.99904037,0.0000079289075,0.00036809387,0.00023706065,0.00020395035,0.000058266367,0.00005223437,0.000012952323,0.000019134157],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9992446,0.000024858835,0.0001944517,0.00022632012,0.00014939107,0.00016040516],"domain_scores_gemma":[0.99932474,0.00044475845,0.000046298712,0.000077409895,0.00007403096,0.00003278659],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000249481,0.000090964,0.000200867,0.00035427266,0.000043582626,0.000036911417,0.000025111742,0.000056420806,0.0000029345622],"category_scores_gemma":[0.00027079225,0.00008711497,0.000020068208,0.0010228882,0.000026144142,0.0003127575,0.00002263857,0.0003255342,0.000003078604],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00093060004,0.011725501,0.21618193,0.004239973,0.00018732798,0.00008776207,0.029820038,0.00013710084,0.025276635,0.32746118,0.00089761405,0.38305435],"study_design_scores_gemma":[0.0023195432,0.0001229689,0.9122122,0.00052581006,0.000025338199,0.000007150196,0.00010481707,0.079006895,0.0011939005,0.0039131,0.000440701,0.00012758106],"about_ca_topic_score_codex":0.00010251525,"about_ca_topic_score_gemma":0.000022428558,"teacher_disagreement_score":0.69603026,"about_ca_system_score_codex":0.00010631764,"about_ca_system_score_gemma":0.00014425538,"threshold_uncertainty_score":0.35524452},"labels":[],"label_agreement":null},{"id":"W4405968624","doi":"10.1093/geroni/igae098.4163","title":"DIGITAL SOCIAL PRESCRIBING LITE: ADDRESSING BARRIERS OF PREVENTIVE INTEGRATED CARE THROUGH COMMUNITY ENGAGEMENT","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Art Therapy and Mental Health","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Community engagement; Medicine; Public relations; Political science","score_opus":0.13561874658775644,"score_gpt":0.3521804465610787,"score_spread":0.21656169997332228,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405968624","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9305399,0.00034754397,0.00072076876,0.00019705943,0.00053046184,0.00023635979,0.00009308727,0.00009524833,0.06723959],"genre_scores_gemma":[0.9988795,0.000004646485,0.00005323992,0.00016281461,0.00013022026,0.00001509539,0.00016549534,0.00001267871,0.0005763046],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9991662,0.0001288074,0.00036260567,0.00009392805,0.00011715173,0.00013131207],"domain_scores_gemma":[0.99965435,0.00006546575,0.000079204125,0.000066819535,0.00012449158,0.000009674994],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003356011,0.000084965635,0.000107707056,0.00016944627,0.0005417371,0.00018677449,0.0000783825,0.000024468134,0.0002022703],"category_scores_gemma":[0.000029644363,0.00008018476,0.000027161937,0.00024751548,0.00011977974,0.000669736,0.00004841827,0.00038870607,0.0000028666666],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016601924,0.000027820804,0.0005195097,0.00041147872,0.000025606983,0.0000018048745,0.77571166,0.000007804454,0.0002404774,0.1546813,0.00035861036,0.067997344],"study_design_scores_gemma":[0.00044849748,0.000084754894,0.0002825365,0.0022390543,0.000011801623,7.146586e-7,0.7476244,0.00021017449,0.0034635672,0.0077982335,0.23761854,0.00021775695],"about_ca_topic_score_codex":0.00032223313,"about_ca_topic_score_gemma":0.00017033478,"teacher_disagreement_score":0.23725992,"about_ca_system_score_codex":0.0001783935,"about_ca_system_score_gemma":0.00009375707,"threshold_uncertainty_score":0.41666588},"labels":[],"label_agreement":null},{"id":"W4405968799","doi":"10.1093/geroni/igae098.4101","title":"A MOBILE CLINIC STUDY ON BRAIN HEALTH IN OLDER ADULTS IN A RURAL, SOCIOECONOMICALLY DISADVANTAGED COUNTY","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health and Well-being Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Disadvantaged; Gerontology; Medicine; Environmental health; Political science","score_opus":0.0256497171884433,"score_gpt":0.4148156904988891,"score_spread":0.38916597331044583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405968799","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9838434,0.00040320092,0.000044815002,0.012285063,0.00085633754,0.0011895219,0.000010005158,0.00007631962,0.0012913398],"genre_scores_gemma":[0.98969567,0.000032564065,0.000022535629,0.0093828775,0.00009308993,0.0004661204,0.000022204647,0.000023342995,0.00026162178],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975807,0.00029838338,0.0011852406,0.00041018162,0.0000966504,0.0004288168],"domain_scores_gemma":[0.99897355,0.00065457856,0.00012896112,0.00019025852,0.000027944636,0.000024687224],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002676917,0.00014706349,0.00031556532,0.00081410864,0.000057655,0.00003293994,0.000100266145,0.000073745054,0.00010670656],"category_scores_gemma":[0.00014812913,0.00014987991,0.00002114279,0.0012445238,0.000033271834,0.000099375706,0.000031722553,0.00062116946,0.00019087704],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019485276,0.0012667843,0.75102323,0.00021684426,0.000026506315,0.0000652771,0.14285353,0.000036531437,0.000008424991,0.0031622376,0.016505511,0.08464025],"study_design_scores_gemma":[0.0033609984,0.00042236826,0.9531762,0.0008912918,0.0000012037494,0.0000016899799,0.036767464,0.00021767021,0.0000010686379,0.00080295914,0.0041582305,0.00019884213],"about_ca_topic_score_codex":0.0011613978,"about_ca_topic_score_gemma":0.00094377383,"teacher_disagreement_score":0.20215295,"about_ca_system_score_codex":0.00044173546,"about_ca_system_score_gemma":0.00014156598,"threshold_uncertainty_score":0.6111925},"labels":[],"label_agreement":null},{"id":"W4405968933","doi":"10.1093/geroni/igae098.4133","title":"BIOMARKERS OF HEALTH AND AGING IN A COHORT OF VIETNAMESE ADULTS AGED 60 AND OLDER","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Cardiovascular Health and Risk Factors","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Saint Vincent University","funders":"","keywords":"Vietnamese; Cohort; Gerontology; Medicine; Psychology; Internal medicine","score_opus":0.013374711657133161,"score_gpt":0.3105187922294184,"score_spread":0.29714408057228525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405968933","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9905681,0.007410952,0.00018636796,0.0012756936,0.000101670055,0.00035885582,0.00000255712,0.00001587595,0.00007993026],"genre_scores_gemma":[0.99868447,0.000793569,0.00025579805,0.00020138446,0.000017006922,0.000007816173,0.000022519336,0.000009305729,0.0000081370545],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99892175,0.000052934378,0.00056963606,0.00017002528,0.0001533656,0.00013228485],"domain_scores_gemma":[0.99967587,0.000049222854,0.00008619716,0.000098408105,0.000055503177,0.000034806897],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014027857,0.00006782469,0.00028777446,0.00083559175,0.000016555301,0.0000058516575,0.000014677056,0.000039470688,0.0000032463702],"category_scores_gemma":[0.00012139981,0.00006093118,0.000022915325,0.0013655784,0.000046165453,0.00007153678,0.000017050932,0.00014882589,1.3067148e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003832731,0.00001834295,0.9055109,0.0028907522,0.000049242903,0.000020474512,0.00713212,0.0000029993698,0.0007413431,0.00012966698,0.000046559435,0.08341928],"study_design_scores_gemma":[0.0012934105,0.000033839413,0.991721,0.0035916634,0.000009697702,0.000024594363,0.0019694613,0.00074964855,0.00027913242,0.000037957776,0.00023499531,0.000054611086],"about_ca_topic_score_codex":0.0010780424,"about_ca_topic_score_gemma":0.0000600385,"teacher_disagreement_score":0.086210094,"about_ca_system_score_codex":0.00006265107,"about_ca_system_score_gemma":0.000175959,"threshold_uncertainty_score":0.24847014},"labels":[],"label_agreement":null},{"id":"W4405968934","doi":"10.1093/geroni/igae098.4323","title":"SAFETY OF PUBLIC BUSES IN NATURALLY OCCURRING RETIREMENT COMMUNITIES","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Business","score_opus":0.1345183760596722,"score_gpt":0.43775940492447113,"score_spread":0.3032410288647989,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405968934","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9881075,0.00042447678,0.00033733892,0.0043565836,0.00086575147,0.00030587593,0.0000070119427,0.00012850117,0.0054669725],"genre_scores_gemma":[0.99879926,0.00006023631,0.00029520638,0.000537357,0.00005898914,0.000059346014,0.000015513995,0.000014696479,0.00015936891],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99818313,0.00026796418,0.0009537876,0.00011981783,0.0001930545,0.00028223722],"domain_scores_gemma":[0.9987244,0.0006840051,0.0001397089,0.00018128609,0.00026160548,0.000009001775],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017922099,0.00009694785,0.00018316726,0.0010053046,0.00018273706,0.000018011637,0.0001504231,0.00006129904,0.00006632666],"category_scores_gemma":[0.00044323056,0.00009249535,0.000014152144,0.0020770358,0.000054907927,0.00028541504,0.00020095675,0.00072877563,0.000012198812],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002255842,0.000017132083,0.9334999,0.0007349602,0.000014064291,0.0000026220432,0.03516406,0.000027090346,0.00023199625,0.026085444,0.00048560588,0.0037349008],"study_design_scores_gemma":[0.00054487516,0.000012998556,0.9322483,0.008679688,0.0000034687603,4.4004642e-7,0.044546768,0.0011674641,0.00010420468,0.0019119709,0.010612759,0.00016707178],"about_ca_topic_score_codex":0.00087812275,"about_ca_topic_score_gemma":0.005929471,"teacher_disagreement_score":0.024173474,"about_ca_system_score_codex":0.00033472068,"about_ca_system_score_gemma":0.00014605215,"threshold_uncertainty_score":0.37718508},"labels":[],"label_agreement":null},{"id":"W4405968978","doi":"10.1093/geroni/igae098.4068","title":"RESULTS OF A STEPPED EXERCISE PROGRAM AMONG VETERANS WITH KNEE OSTEOARTHRITIS AND CO-OCCURRING BACK PAIN","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Osteoarthritis; Medicine; Physical therapy; Physical medicine and rehabilitation; Knee pain; Alternative medicine","score_opus":0.011828948415914206,"score_gpt":0.2943999743150978,"score_spread":0.2825710258991836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405968978","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99633074,0.00019361103,0.0005760679,0.00032312638,0.000057287678,0.0009221753,0.0000056868034,0.00007972261,0.0015115605],"genre_scores_gemma":[0.9968191,0.0000064026885,0.002828467,0.000056779918,0.000034437122,0.00007331278,0.000056270663,0.000015315572,0.000109951514],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9989774,0.000055900877,0.00046050656,0.00021198248,0.00016799191,0.00012622216],"domain_scores_gemma":[0.99952877,0.00014882692,0.00006875248,0.00011961994,0.00010922069,0.000024826779],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00094514096,0.00009265738,0.00017115145,0.0004553107,0.00002136998,0.000033561744,0.000019889452,0.00004964923,0.000010697601],"category_scores_gemma":[0.00016729963,0.000076102995,0.000019896073,0.0010943456,0.00010004764,0.0001481066,0.000008890707,0.00015560459,0.0000021546737],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028948643,0.000092468545,0.11547422,0.004658665,0.000020238216,0.000023462251,0.005489991,0.00002208699,0.011974239,0.0002817966,0.000117416734,0.86155593],"study_design_scores_gemma":[0.014585973,0.0049429894,0.88771147,0.053629465,0.0000617457,0.000027819013,0.006108908,0.02162906,0.0045348764,0.0003866314,0.0057502366,0.00063084293],"about_ca_topic_score_codex":0.00006233254,"about_ca_topic_score_gemma":0.000024836105,"teacher_disagreement_score":0.8609251,"about_ca_system_score_codex":0.000029810182,"about_ca_system_score_gemma":0.000036411777,"threshold_uncertainty_score":0.310339},"labels":[],"label_agreement":null},{"id":"W4405969507","doi":"10.1093/geroni/igae098.4278","title":"THE HEALTH TRAJECTORY OF OLDER IMMIGRANTS IN CANADA: FINDINGS FROM THE CANADIAN LONGITUDINAL STUDY ON AGING","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University; MacEwan University","funders":"","keywords":"Immigration; Gerontology; Longitudinal study; Trajectory; Psychology; Medicine; Political science; Pathology","score_opus":0.06748884117109244,"score_gpt":0.37053445008178426,"score_spread":0.3030456089106918,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405969507","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9382147,0.00039550825,0.0000050950443,0.05987271,0.0007550081,0.00029943002,0.0000116324445,0.000008294241,0.00043757746],"genre_scores_gemma":[0.9963766,0.00002312155,0.0000041500266,0.0034338413,0.00008132371,0.00001647324,0.0000029051546,0.0000058727064,0.0000557196],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985191,0.00018221742,0.0004311416,0.0001438752,0.00034387363,0.00037974012],"domain_scores_gemma":[0.9990692,0.00068510615,0.00005858302,0.00010040184,0.00004380587,0.000042889707],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002398045,0.000063591346,0.000113114875,0.00019113363,0.0006221639,0.000097343145,0.00018462754,0.000021585207,0.000021332406],"category_scores_gemma":[0.00019133795,0.00004494417,0.0000113309125,0.00147108,0.00004586125,0.00008043797,0.000011265702,0.00027972867,0.0000012051031],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000013348742,0.000005635627,0.94165474,0.00001268807,0.000004860842,0.0000072755633,0.04145882,0.000015789154,1.981019e-7,0.011165829,0.0013475299,0.0043252916],"study_design_scores_gemma":[0.00008982874,0.0000047225403,0.94115543,0.00023341595,8.415023e-7,6.279646e-8,0.05445924,0.000042864503,0.0000015930118,0.00019801538,0.003771013,0.000042956537],"about_ca_topic_score_codex":0.99990904,"about_ca_topic_score_gemma":0.9999936,"teacher_disagreement_score":0.05816185,"about_ca_system_score_codex":0.0021461386,"about_ca_system_score_gemma":0.0068042367,"threshold_uncertainty_score":0.99882627},"labels":[],"label_agreement":null},{"id":"W4405969532","doi":"10.1093/geroni/igae098.4126","title":"BARRIERS AND FACILITATORS TO SOCIAL PARTICIPATION WHEN AGING WITH A LONG-TERM DISABILITY: A SCOPING STUDY","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke; Université Laval","funders":"","keywords":"Term (time); Aging in place; Gerontology; Social engagement; Long-term care; Psychology; Medicine; Sociology; Psychiatry; Social science","score_opus":0.03026145015095698,"score_gpt":0.3621017929281069,"score_spread":0.3318403427771499,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405969532","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.992685,0.0000659837,0.0024242888,0.0035112172,0.0001750854,0.0009316084,0.0000030869007,0.00010208371,0.00010160956],"genre_scores_gemma":[0.99902123,0.0000010432963,0.00033483258,0.00030031477,0.00009740715,0.00015347119,0.000007806555,0.00001564039,0.00006826399],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99879396,0.00006315297,0.0004072979,0.0003182741,0.00023795752,0.0001793446],"domain_scores_gemma":[0.9995673,0.00013821035,0.000037728994,0.000102232945,0.00009549119,0.000059049453],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061176805,0.00011247949,0.00019031588,0.00046340222,0.00009224184,0.00009514098,0.000026668127,0.00003444011,0.00004543901],"category_scores_gemma":[0.00030008145,0.00009604735,0.000020532505,0.0012129892,0.000075277356,0.00022025703,0.000026218284,0.0001576412,0.000005089874],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044516302,0.000038454156,0.9530746,0.00047256463,0.000034132958,0.0000132637815,0.024948921,0.000020544536,0.0003712141,0.0002065257,0.000017159566,0.020758111],"study_design_scores_gemma":[0.0007667369,0.0001803534,0.9896648,0.0016226316,0.000029747938,0.0000048307083,0.0070930123,0.00028612424,0.0001000262,0.000090294496,0.00004032993,0.00012112109],"about_ca_topic_score_codex":0.000041812986,"about_ca_topic_score_gemma":0.00008473956,"teacher_disagreement_score":0.0365902,"about_ca_system_score_codex":0.00020877222,"about_ca_system_score_gemma":0.0001030271,"threshold_uncertainty_score":0.39166972},"labels":[],"label_agreement":null},{"id":"W4405969644","doi":"10.1093/geroni/igae098.3394","title":"EFFECTS OF A THEORY-ORIENTED SOCIAL FACILITATION INTERVENTION ON SOCIAL ISOLATION: A RANDOMIZED CONTROLLED TRIAL","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Facilitation; Isolation (microbiology); Social facilitation; Randomized controlled trial; Social isolation; Intervention (counseling); Psychology; Social psychology; Psychotherapist; Medicine; Biology; Psychiatry; Neuroscience; Bioinformatics; Internal medicine","score_opus":0.03644020300529153,"score_gpt":0.4271751991215338,"score_spread":0.39073499611624224,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405969644","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94618267,0.0001573848,0.043491304,0.0010128926,0.003331664,0.0034857139,0.0000059014856,0.00009350084,0.0022389889],"genre_scores_gemma":[0.9977197,0.0000015953532,0.000025872918,0.00024422354,0.00036247823,0.0008948075,0.00005079117,0.0000116915335,0.00068882346],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9973776,0.0010202595,0.0010229428,0.00022165703,0.00020749307,0.00015009253],"domain_scores_gemma":[0.99771804,0.00182208,0.00029427375,0.000053297157,0.000102681224,0.000009605771],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034310543,0.0001140899,0.0005101574,0.00075179996,0.00008557994,0.000023103908,0.000045027242,0.000101228616,0.00016517322],"category_scores_gemma":[0.0005755334,0.00010211557,0.00019523044,0.0010757773,0.0000601289,0.00010000387,0.000011537393,0.00019460148,0.000023993303],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.5383324,0.00023365415,0.000016670701,0.00027742257,0.000098527504,0.0000030992132,0.01891505,0.0000017222135,0.0006283518,0.41634876,0.00016566327,0.0249787],"study_design_scores_gemma":[0.9804542,0.00020133136,0.0009394306,0.0002413357,0.00005804972,4.181342e-7,0.0012731637,0.00070544693,0.00021206687,0.015356417,0.0004531145,0.000105044004],"about_ca_topic_score_codex":0.00008985627,"about_ca_topic_score_gemma":0.000007233996,"teacher_disagreement_score":0.44212177,"about_ca_system_score_codex":0.0002578568,"about_ca_system_score_gemma":0.00008386214,"threshold_uncertainty_score":0.41641518},"labels":[],"label_agreement":null},{"id":"W4405969646","doi":"10.1093/geroni/igae098.3908","title":"TOWARDS AN AGE-FRIENDLY UNIVERSITY: INSIGHTS FROM CULTURALLY DIVERSE COMMUNITY-DWELLING OLDER ADULTS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Gerontology; Aging in place; Psychology; Medicine","score_opus":0.052205124998730694,"score_gpt":0.35281327172253174,"score_spread":0.30060814672380104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405969646","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97307587,0.00022837507,0.003268017,0.00061379786,0.00073201035,0.00012389067,0.000011058642,0.00023000038,0.021716986],"genre_scores_gemma":[0.9967268,0.000003751979,0.0005388159,0.00021851274,0.00012099132,0.000003894183,0.00022801879,0.00001571597,0.0021435148],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9985704,0.00044540656,0.0002520526,0.00031177886,0.00016512492,0.00025526906],"domain_scores_gemma":[0.99929434,0.00015253607,0.000048807207,0.00032392648,0.00014209651,0.000038298596],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039364712,0.00012944215,0.00014560405,0.0006474429,0.00026559134,0.00008834312,0.00032776405,0.00014019481,0.00030276086],"category_scores_gemma":[0.000033104854,0.00012955257,0.00002570255,0.0014448978,0.00010819628,0.0003883682,0.00010792212,0.00095847,0.00016140392],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002478463,0.00039677444,0.0173568,0.000110736924,0.0002425822,0.0024581708,0.56749296,0.000074846685,0.0007170597,0.18055677,0.00524472,0.22510074],"study_design_scores_gemma":[0.004261438,0.00026557271,0.30087465,0.0016393898,0.00005869762,0.000043165594,0.62808865,0.005511827,0.000413881,0.0102726,0.047473174,0.0010969233],"about_ca_topic_score_codex":0.007328188,"about_ca_topic_score_gemma":0.0012530977,"teacher_disagreement_score":0.28351784,"about_ca_system_score_codex":0.00012142127,"about_ca_system_score_gemma":0.000048755614,"threshold_uncertainty_score":0.9992821},"labels":[],"label_agreement":null},{"id":"W4405969678","doi":"10.1093/geroni/igae098.3730","title":"TARGETING SOCIALLY ISOLATED OLDER ADULTS: THE INTERNET-BASED CONVERSATIONAL ENGAGEMENT TRIAL (I-CONECT)","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"The Internet; Internet privacy; Psychology; World Wide Web; Computer science","score_opus":0.021635625350972115,"score_gpt":0.3057193133729232,"score_spread":0.28408368802195105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405969678","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9149751,0.00017549371,0.02783209,0.049695525,0.0027708055,0.0013349272,0.000005218827,0.0008946814,0.0023161212],"genre_scores_gemma":[0.9977397,0.0000049005794,0.0005045475,0.0010049272,0.0003432208,0.0001067086,0.00003224157,0.0000149381885,0.00024884002],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983098,0.00026038903,0.00051361026,0.00028073744,0.00036436395,0.00027112238],"domain_scores_gemma":[0.9991048,0.00044232476,0.00012987325,0.000104751234,0.00020450275,0.0000137770885],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027141683,0.00010699539,0.000103623206,0.00044084335,0.00030334585,0.00018616274,0.00027445273,0.00013128185,0.00032647833],"category_scores_gemma":[0.0009371175,0.00009558652,0.000034186465,0.0021293093,0.0001959446,0.00024994233,0.00004774645,0.00048188368,0.000048819005],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011870086,0.00021216256,0.010873952,0.00013055767,0.0001519119,0.000052788568,0.25288805,0.00031568948,0.000928814,0.65370166,0.021987623,0.057569783],"study_design_scores_gemma":[0.09183126,0.00040094455,0.019884845,0.004916553,0.00012894806,0.0000041238222,0.1854987,0.23934565,0.0036651355,0.04521867,0.40644097,0.002664191],"about_ca_topic_score_codex":0.0006169952,"about_ca_topic_score_gemma":0.00038392728,"teacher_disagreement_score":0.60848296,"about_ca_system_score_codex":0.00032574785,"about_ca_system_score_gemma":0.0005384871,"threshold_uncertainty_score":0.3897905},"labels":[],"label_agreement":null},{"id":"W4405969762","doi":"10.1093/geroni/igae098.3495","title":"THE EFFECTS OF EXERCISE ON BRAIN FUNCTIONAL CONNECTIVITY IN ADULTS AGED 55–65 EXPOSED TO EXPERIMENTAL BED REST","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health and Well-being Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; University of British Columbia","funders":"","keywords":"Rest (music); Functional connectivity; Bed rest; Physical medicine and rehabilitation; Neuroscience; Medicine; Psychology; Internal medicine","score_opus":0.023639064826092956,"score_gpt":0.34532898203130274,"score_spread":0.3216899172052098,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405969762","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99168855,0.00046107717,0.000082215585,0.0040292162,0.0018703492,0.00049298204,0.0000020126492,0.00004769464,0.0013258896],"genre_scores_gemma":[0.9982683,0.000004421566,0.00001815915,0.0011056993,0.00008741083,0.00027613682,0.0000064486007,0.000012877806,0.00022055853],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99881387,0.00015049877,0.0004028209,0.00025340455,0.00015291412,0.00022651175],"domain_scores_gemma":[0.9979854,0.0017478792,0.000058643494,0.00014757043,0.000042901516,0.00001758422],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008837901,0.000099540324,0.00014116905,0.0004336849,0.00008714864,0.000019907511,0.00006551622,0.00005134586,0.000022560424],"category_scores_gemma":[0.0006306749,0.000084219384,0.000018370045,0.0012823528,0.000037040823,0.00005248415,0.000028398412,0.00023038509,0.000044493365],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005085168,0.0014754761,0.18086144,0.0019439226,0.00014244825,0.000312443,0.19784041,0.00024976544,0.14280823,0.15460321,0.14532748,0.16935],"study_design_scores_gemma":[0.0037397093,0.0004496594,0.9373561,0.003893998,0.0000043168984,0.0000031611196,0.0060037626,0.00016054531,0.04372681,0.001214266,0.003135338,0.00031233302],"about_ca_topic_score_codex":0.00022157107,"about_ca_topic_score_gemma":0.00009750579,"teacher_disagreement_score":0.75649464,"about_ca_system_score_codex":0.00011960356,"about_ca_system_score_gemma":0.0000369613,"threshold_uncertainty_score":0.3434367},"labels":[],"label_agreement":null},{"id":"W4405969766","doi":"10.1093/geroni/igae098.4223","title":"INDIVIDUAL AND SOCIAL FACILITATORS OF PHYSICAL ACTIVITY IN STROKE SURVIVORS: EVIDENCE FROM DAILY LIFE ASSESSMENTS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University; University of British Columbia","funders":"","keywords":"Gerontology; Stroke (engine); Psychology; Physical activity; Physical medicine and rehabilitation; Medicine; Physics","score_opus":0.05369360984015845,"score_gpt":0.3748080707056291,"score_spread":0.32111446086547063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405969766","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99796915,0.000099113866,0.00044820015,0.0009571689,0.00019283112,0.00015767082,0.00004587624,0.000024780878,0.000105230756],"genre_scores_gemma":[0.9994906,0.0000066200596,0.00027093335,0.00006158065,0.000095903415,0.000013386318,0.000016590217,0.0000070731326,0.00003729655],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990497,0.00007694896,0.00027782915,0.00020707634,0.00028481928,0.00010361401],"domain_scores_gemma":[0.99911094,0.0006792971,0.00006228817,0.000065798806,0.0000646316,0.000017046596],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047721574,0.00008134028,0.00021345247,0.00055178144,0.00001748737,0.000027507023,0.00003528372,0.00005666811,0.000015579482],"category_scores_gemma":[0.00036566248,0.00007645048,0.000030946012,0.00085903774,0.000064770284,0.00031178838,0.000033078628,0.00025083043,0.0000023364569],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051168274,0.00009477429,0.9241408,0.0002808901,0.000039456427,0.0000046554455,0.0076259165,0.000010140299,0.02371313,0.00044915194,0.000048606078,0.043541294],"study_design_scores_gemma":[0.0004501555,0.00005797546,0.9925575,0.0005763498,0.00001148281,3.6001566e-7,0.0018895708,0.0026769224,0.0014389565,0.00018979103,0.000085702784,0.00006521394],"about_ca_topic_score_codex":0.00047889113,"about_ca_topic_score_gemma":0.000036956,"teacher_disagreement_score":0.0684167,"about_ca_system_score_codex":0.000085873784,"about_ca_system_score_gemma":0.0001520967,"threshold_uncertainty_score":0.31175599},"labels":[],"label_agreement":null},{"id":"W4405969853","doi":"10.1093/geroni/igae098.4226","title":"INTERGENERATIONAL SILENT DISCO PARTIES FOR OLDER ADULTS LIVING IN LONG-TERM CARE","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia Hospital; University of British Columbia","funders":"","keywords":"Term (time); Long-term care; Gerontology; Medicine; Psychology; Nursing","score_opus":0.0386753666747867,"score_gpt":0.3968925825770961,"score_spread":0.35821721590230937,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405969853","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.985403,0.0016595214,0.009154633,0.0012445804,0.0011630061,0.00027010994,0.000006461155,0.000056237688,0.0010424351],"genre_scores_gemma":[0.99752355,0.000002200923,0.00011033671,0.00012579677,0.00021611186,0.0003820606,0.00009705438,0.000015629046,0.0015272798],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989176,0.00006351699,0.0003681943,0.00029532652,0.00010031051,0.00025504484],"domain_scores_gemma":[0.99954486,0.00019294757,0.000032847704,0.00011773953,0.00009939738,0.000012221472],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004149507,0.00008843543,0.000101672,0.0005721743,0.00004764864,0.000060094666,0.000089910565,0.00006990253,0.0002816058],"category_scores_gemma":[0.00007431912,0.0000874564,0.000022192688,0.00058699696,0.00003537698,0.00012826445,0.00003640126,0.00022093776,0.000028718177],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004067108,0.0000705842,0.8018106,0.00033831695,0.000028470762,0.00003548796,0.094709225,0.00006108883,0.00007487942,0.02878646,0.0020760095,0.07196817],"study_design_scores_gemma":[0.0006173111,0.000038261922,0.981187,0.0017975037,0.0000039251454,0.000009832457,0.012944562,0.0023390236,0.00024773143,0.0002920605,0.000325034,0.00019777559],"about_ca_topic_score_codex":0.000079261445,"about_ca_topic_score_gemma":0.0005984079,"teacher_disagreement_score":0.17937633,"about_ca_system_score_codex":0.00011066152,"about_ca_system_score_gemma":0.000046237747,"threshold_uncertainty_score":0.35663685},"labels":[],"label_agreement":null},{"id":"W4405969872","doi":"10.1093/geroni/igae098.4376","title":"APP ENGAGEMENT IN TECHNOLOGY-SUPPORTED SPEECH-LANGUAGE THERAPY FOR PRIMARY PROGRESSIVE APHASIA","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Primary progressive aphasia; Aphasia; Speech therapy; Psychology; Primary (astronomy); Computer science; Medicine; Audiology; Cognitive psychology; Disease; Pathology","score_opus":0.03439370496739193,"score_gpt":0.3465080393256887,"score_spread":0.3121143343582968,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405969872","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9946165,0.0006075313,0.00025221516,0.0022466318,0.00037320913,0.0008551782,0.000009373503,0.00032288948,0.00071647204],"genre_scores_gemma":[0.9959531,0.000021719885,0.0010140178,0.0024476936,0.00009003776,0.00021280529,0.0000300941,0.000021728252,0.00020880795],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99865377,0.00006438017,0.00042316373,0.0004663381,0.00011218741,0.00028017056],"domain_scores_gemma":[0.9995032,0.00018207014,0.00008943244,0.0001786433,0.00003729503,0.000009354588],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006241673,0.00013380845,0.0001455317,0.0013032762,0.00005598067,0.00005510577,0.0002007529,0.000096441,0.000039442762],"category_scores_gemma":[0.00032202233,0.00011906432,0.00002450983,0.0026497694,0.000095166986,0.00015607725,0.000053099742,0.00036426962,0.000009961051],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020711735,0.00007213423,0.0012459299,0.00005743576,0.0000034228801,0.0021864779,0.0025773013,0.0000031613783,0.8279495,0.0019697384,0.00012169877,0.16379246],"study_design_scores_gemma":[0.0011501941,0.00011304745,0.0007625423,0.0002551491,0.0000030603533,0.00031440423,0.0010569638,0.00031769503,0.98267066,0.0048275013,0.008264369,0.00026441502],"about_ca_topic_score_codex":0.0000047283525,"about_ca_topic_score_gemma":0.00000318921,"teacher_disagreement_score":0.16352804,"about_ca_system_score_codex":0.00006374328,"about_ca_system_score_gemma":0.00007455464,"threshold_uncertainty_score":0.4855302},"labels":[],"label_agreement":null},{"id":"W4405975902","doi":"10.1093/geroni/igae098.0894","title":"AMICA DEMENTIA SCREENING TOOLS ADAPTATION: AN INTERCULTURAL CONSENSUS APPROACH","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Diverse Approaches in Healthcare and Education Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dementia; Adaptation (eye); Psychology; Medicine; Neuroscience; Pathology","score_opus":0.23902544333737216,"score_gpt":0.39224120840494314,"score_spread":0.15321576506757098,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405975902","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95380294,0.00066911016,0.021506196,0.006618864,0.00076818466,0.0009387153,0.0000059656554,0.00031182158,0.015378227],"genre_scores_gemma":[0.97103274,0.000009109634,0.027287282,0.0008437836,0.00026385864,0.00014974862,0.00016828031,0.000013016509,0.00023221145],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99889994,0.00003687658,0.00044352497,0.0002647602,0.00018243068,0.000172462],"domain_scores_gemma":[0.99948967,0.00006377762,0.000055803215,0.00013130625,0.00022885908,0.0000305972],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004699235,0.00010321085,0.00014521617,0.00040541057,0.000083080624,0.000112930946,0.000048903355,0.000047780537,0.00004440119],"category_scores_gemma":[0.00011153152,0.00009355988,0.000023571258,0.0012849851,0.000053874242,0.00024974553,0.000031214335,0.00023100353,0.000015531094],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012404681,0.00032071004,0.13423483,0.0012635757,0.00044823514,0.00007730333,0.087276764,0.0007939226,0.00095920556,0.10275228,0.008581411,0.6631677],"study_design_scores_gemma":[0.0031821043,0.0003397184,0.27845076,0.0034995123,0.00029461508,0.00051984366,0.43105307,0.19047947,0.0009873656,0.0022928806,0.08774573,0.0011549303],"about_ca_topic_score_codex":0.00009077415,"about_ca_topic_score_gemma":0.0000049190135,"teacher_disagreement_score":0.6620128,"about_ca_system_score_codex":0.00008757004,"about_ca_system_score_gemma":0.00009798237,"threshold_uncertainty_score":0.3815261},"labels":[],"label_agreement":null},{"id":"W4405975921","doi":"10.1093/geroni/igae098.1332","title":"INCLUSIVE NEIGHBORHOODS TO SUPPORT OUTDOOR MOBILITY AND PARTICIPATION OF PEOPLE LIVING WITH DEMENTIA","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dementia; Gerontology; Assisted living; Psychology; Medicine","score_opus":0.020904156698862045,"score_gpt":0.3446167597597089,"score_spread":0.32371260306084687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405975921","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99187875,0.000032752072,0.0049386537,0.00083772134,0.00009635824,0.00020227062,0.0000032190194,0.00003996154,0.0019703135],"genre_scores_gemma":[0.9994444,0.0000018218674,0.0003515149,0.00008388225,0.000040923736,0.000025102358,0.000005548154,0.0000047146696,0.000042057443],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99913114,0.000039184917,0.00031550255,0.00018519044,0.00019182252,0.00013718264],"domain_scores_gemma":[0.9996145,0.000091489565,0.00005757944,0.000074888034,0.00013638077,0.000025181744],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011823829,0.00005363224,0.00009224821,0.00018868521,0.00009863023,0.00006062382,0.000060747032,0.000028825752,0.000120967816],"category_scores_gemma":[0.00014150677,0.000049954455,0.000008804484,0.0017326447,0.000057580943,0.0003926415,0.000027241413,0.00006760219,0.0000015469972],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000038208213,0.000031011165,0.94737595,0.00006759493,0.000007265813,7.436186e-7,0.040433433,0.000022124224,0.00032692528,0.0061773187,0.0000148728695,0.005538914],"study_design_scores_gemma":[0.00006385007,0.000027705144,0.9949141,0.0001260861,0.000011417538,4.630992e-8,0.002772948,0.00019098846,0.00039681842,0.0011874675,0.00023951054,0.00006906951],"about_ca_topic_score_codex":0.0014752087,"about_ca_topic_score_gemma":0.006399989,"teacher_disagreement_score":0.047538117,"about_ca_system_score_codex":0.000057036283,"about_ca_system_score_gemma":0.00014120105,"threshold_uncertainty_score":0.3571344},"labels":[],"label_agreement":null},{"id":"W4405975928","doi":"10.1093/geroni/igae098.1056","title":"SUBJECTIVE COGNITIVE DECLINE: FINE MOTOR DUAL-TASK OUTCOMES AND CHANGES IN CEREBRAL OXYGENATION","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Dual (grammatical number); Oxygenation; Cognition; Task (project management); Cognitive psychology; Physical medicine and rehabilitation; Neuroscience; Psychology; Medicine; Internal medicine; Economics; Art","score_opus":0.026471229212849244,"score_gpt":0.3099465121015801,"score_spread":0.28347528288873086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405975928","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9926944,0.00045181156,0.00029717793,0.0052745254,0.00024459453,0.0003630342,0.000012380736,0.00006800841,0.00059409894],"genre_scores_gemma":[0.9984412,0.000026295089,0.00018383739,0.00093542377,0.00008457455,0.00006540407,0.000053596334,0.000014089812,0.00019556443],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99907404,0.000040775816,0.0003171807,0.0002586897,0.00017370454,0.00013557808],"domain_scores_gemma":[0.99951917,0.00025719724,0.000051812698,0.00007010697,0.00008537395,0.000016316837],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004756975,0.000111353605,0.0001893787,0.0007065134,0.000028413611,0.000041729134,0.000022947599,0.000052005253,0.00002927422],"category_scores_gemma":[0.0004640088,0.000098345095,0.0000209536,0.0012195073,0.000043970347,0.00016683254,0.00002650987,0.0002113333,0.0000059322733],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011356204,0.000108907494,0.89583665,0.0004950064,0.00008945302,0.0001292084,0.0050504883,0.0000028788352,0.006999913,0.008327549,0.000058539023,0.082787864],"study_design_scores_gemma":[0.0011399976,0.000066252294,0.99128646,0.0006298011,0.000018248222,0.000027507667,0.0005520175,0.0008229361,0.0036382258,0.00141447,0.00030098308,0.00010310704],"about_ca_topic_score_codex":0.00004259341,"about_ca_topic_score_gemma":0.00023873153,"teacher_disagreement_score":0.09544982,"about_ca_system_score_codex":0.000051514602,"about_ca_system_score_gemma":0.00003899248,"threshold_uncertainty_score":0.40103966},"labels":[],"label_agreement":null},{"id":"W4405975979","doi":"10.1093/geroni/igae098.1088","title":"THE GLOBAL PRIDE STUDY: LESSONS LEARNED AND NEXT STEPS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Rhetoric and Communication Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Pride; Computer science; Political science; Law","score_opus":0.16504871630391424,"score_gpt":0.36816108541258613,"score_spread":0.2031123691086719,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405975979","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75153416,0.00782359,0.00046372405,0.06253052,0.0014130735,0.00041628245,0.0000072735024,0.00028227572,0.1755291],"genre_scores_gemma":[0.996651,0.0001698727,0.000012074041,0.00018790487,0.0001137969,0.00003197142,0.0000016647546,0.000004339685,0.0028274069],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994802,0.000032667518,0.00021238603,0.00009935894,0.00009107694,0.00008430172],"domain_scores_gemma":[0.99964035,0.000112373324,0.000034361805,0.00013090856,0.00007699014,0.0000050056774],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039490938,0.0000540491,0.000058332927,0.000058564434,0.00044504384,0.00055515,0.00009078435,0.000008384479,0.000018648258],"category_scores_gemma":[0.000038089856,0.000037717622,0.000007718499,0.00025100246,0.00008825654,0.00017354969,0.000085313404,0.00010005342,0.000015044055],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000018656228,0.000012144998,0.0025017057,0.000005520288,0.000018636365,0.0000010271691,0.037298143,0.0000013854816,0.0000020367952,0.8818859,0.0008893839,0.077382274],"study_design_scores_gemma":[0.000112987465,0.00001285099,0.006064492,0.00003788688,0.000005075026,7.2852015e-7,0.07377514,0.0002149794,0.0000015780596,0.026338689,0.8933702,0.00006536639],"about_ca_topic_score_codex":0.0001627729,"about_ca_topic_score_gemma":0.00052895513,"teacher_disagreement_score":0.89248085,"about_ca_system_score_codex":0.00004283067,"about_ca_system_score_gemma":0.000019424006,"threshold_uncertainty_score":0.5353324},"labels":[],"label_agreement":null},{"id":"W4405975993","doi":"10.1093/geroni/igae098.0891","title":"CLOSING THE EQUITY GAP: DEMENTIA RESEARCH WITH INDIGENOUS POPULATIONS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Closing (real estate); Equity (law); Dementia; Medicine; Economics; Political science; Biology; Disease; Internal medicine; Ecology; Finance","score_opus":0.7961361952214859,"score_gpt":0.6722535765709879,"score_spread":0.12388261865049799,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405975993","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9377155,0.00083556253,0.005118661,0.034123324,0.00027789458,0.00069333415,0.0000021270582,0.00010932835,0.021124285],"genre_scores_gemma":[0.99668574,0.000037038637,0.0017142693,0.00052841665,0.00021806968,0.000049061626,0.0000173686,0.00002233606,0.00072769885],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99734354,0.00014841175,0.00050046307,0.00028095662,0.0013503183,0.0003763351],"domain_scores_gemma":[0.9963829,0.0022156385,0.00004221694,0.0003793886,0.00094477384,0.00003507079],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.014799068,0.000069671834,0.000103294915,0.00080693816,0.0003201509,0.00020984704,0.00018173181,0.00011582066,0.000070619826],"category_scores_gemma":[0.0040779514,0.00004649163,0.000018187788,0.005217914,0.00024624364,0.00012935708,0.00020859196,0.0028517416,0.000049118305],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007529669,0.00009876404,0.19786817,0.0005440107,0.00007570914,0.00013958078,0.004877694,0.00008460226,0.0029397472,0.74462944,0.000542098,0.048124854],"study_design_scores_gemma":[0.0009946076,0.0004475479,0.26329088,0.005879228,0.000055394503,0.00007541734,0.0028713413,0.0037893052,0.0023755836,0.7116625,0.0082977535,0.00026049677],"about_ca_topic_score_codex":0.0003195281,"about_ca_topic_score_gemma":0.0005496781,"teacher_disagreement_score":0.0654227,"about_ca_system_score_codex":0.00026371336,"about_ca_system_score_gemma":0.0007934138,"threshold_uncertainty_score":0.9994487},"labels":[],"label_agreement":null},{"id":"W4405976015","doi":"10.1093/geroni/igae098.1186","title":"THE ROLE OF COMMUNITY-BASED ORGANIZATIONS IN SUPPORTING HEALTHY AGING","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health and Well-being Studies","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Business","score_opus":0.030735932196708313,"score_gpt":0.3898155096588839,"score_spread":0.35907957746217556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405976015","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9701849,0.00083107135,0.0018414336,0.017688647,0.0006244031,0.00021593875,0.0000037453087,0.00010070304,0.008509111],"genre_scores_gemma":[0.9975874,0.000007639964,0.00010396199,0.0021202113,0.00004892193,0.000030016758,0.000024111494,0.000015770192,0.00006198075],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985539,0.00027022007,0.00071818056,0.00009550286,0.00009332872,0.0002688683],"domain_scores_gemma":[0.9987908,0.0007505,0.00012852829,0.00018704681,0.00013198463,0.000011142123],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002492847,0.00006915426,0.00011135642,0.00050873996,0.00028120886,0.00003035409,0.00011968284,0.000039385362,0.000026574626],"category_scores_gemma":[0.00033345667,0.000061699946,0.00000974167,0.0037491897,0.000047806432,0.000054956843,0.00003213989,0.00048933976,0.00001699728],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015177218,0.00011576569,0.5941283,0.0003412597,0.000022292012,0.000008813526,0.067942314,0.0004666122,0.0007623577,0.24648902,0.0015520225,0.08815603],"study_design_scores_gemma":[0.0026834554,0.00022702459,0.5356018,0.0020537826,0.00002154162,0.000015523214,0.11915539,0.010107579,0.0038238007,0.05850813,0.26705766,0.00074433634],"about_ca_topic_score_codex":0.0013094994,"about_ca_topic_score_gemma":0.00033755304,"teacher_disagreement_score":0.26550564,"about_ca_system_score_codex":0.00008107038,"about_ca_system_score_gemma":0.00015293524,"threshold_uncertainty_score":0.25160506},"labels":[],"label_agreement":null},{"id":"W4405976026","doi":"10.1093/geroni/igae098.1461","title":"RESISTANCE TRAINING AND COGNITIVE FUNCTION IN VASCULAR COGNITIVE IMPAIRMENT: A 12-MONTH RANDOMIZED TRIAL","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; University of British Columbia","funders":"","keywords":"Resistance training; Cognitive impairment; Randomized controlled trial; Cognition; Cognitive training; Physical medicine and rehabilitation; Psychology; Medicine; Clinical psychology; Physical therapy; Neuroscience; Internal medicine","score_opus":0.01796329238739958,"score_gpt":0.2791375607558793,"score_spread":0.26117426836847973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405976026","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98876035,0.0017481155,0.0034182814,0.00028998134,0.00026893633,0.0018624638,0.0000086387045,0.0000834862,0.0035597426],"genre_scores_gemma":[0.9987193,0.000060818056,0.000035404988,0.00038444824,0.00017278078,0.000342416,0.00012853391,0.000018862871,0.00013748153],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99859655,0.00015363524,0.00051254424,0.0003174356,0.00023964008,0.00018021092],"domain_scores_gemma":[0.9993875,0.0003418566,0.000061205385,0.00006593387,0.00011157764,0.000031923966],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013319283,0.00013477929,0.00039567408,0.00071464706,0.000040545438,0.00006658953,0.000017391993,0.000051805313,0.00005787501],"category_scores_gemma":[0.0005691926,0.00012509048,0.00010049433,0.0010360152,0.00008099069,0.00021065249,0.000014444801,0.00021433544,0.0000042966517],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.7922129,0.00076327083,0.0254753,0.0015895705,0.0017445347,0.00025437513,0.0349743,0.000016353226,0.0004647918,0.011460546,0.00018866052,0.1308554],"study_design_scores_gemma":[0.93999046,0.00019932393,0.041661117,0.005371393,0.0005653402,0.000011988336,0.008064967,0.0013137544,0.00010983467,0.0021520513,0.0003058595,0.0002539006],"about_ca_topic_score_codex":0.000026503507,"about_ca_topic_score_gemma":0.000060910977,"teacher_disagreement_score":0.14777757,"about_ca_system_score_codex":0.000059493228,"about_ca_system_score_gemma":0.0001259582,"threshold_uncertainty_score":0.5101042},"labels":[],"label_agreement":null},{"id":"W4405976066","doi":"10.1093/geroni/igae098.1108","title":"SOCIAL INTEGRATION IN TEMPORARY HOUSING: PERSPECTIVES OF OLDER PERSONS EXPERIENCING HOMELESSNESS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University; McMaster University","funders":"","keywords":"Public housing; Sociology; Gerontology; Psychology; Economic growth; Economics; Medicine","score_opus":0.06532872409882025,"score_gpt":0.4302002013860407,"score_spread":0.36487147728722047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405976066","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9936161,0.00045849456,0.0017851206,0.0005651239,0.0003971398,0.00027984375,0.0000038777616,0.000093143055,0.0028011675],"genre_scores_gemma":[0.9993617,0.000014410588,0.00008146634,0.000028936942,0.00027872235,0.00011158472,0.000017934191,0.000024851612,0.00008037483],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99843115,0.00020331304,0.00069824274,0.00023494288,0.0001909473,0.00024139923],"domain_scores_gemma":[0.9994179,0.00015534961,0.00015117742,0.000076076176,0.00018765578,0.0000118586195],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000840062,0.00011209366,0.00031273175,0.00094609405,0.00022298805,0.000026474865,0.000082477694,0.00015236715,0.00008494668],"category_scores_gemma":[0.000102231454,0.00011124289,0.00002934476,0.0028134778,0.000060691866,0.00040725875,0.000040332492,0.0005150922,0.0000050005533],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006440112,0.000034340646,0.13684317,0.00021698543,0.0000044457424,0.0000076244796,0.79914,0.0000054479747,0.0018299419,0.05415474,0.000018386807,0.00773848],"study_design_scores_gemma":[0.00025980367,0.0000058344385,0.06746566,0.001057384,0.0000020781795,4.178617e-8,0.9287844,0.00054042554,0.00045638139,0.0012249977,0.000089247755,0.000113753136],"about_ca_topic_score_codex":0.0013165697,"about_ca_topic_score_gemma":0.0017928395,"teacher_disagreement_score":0.1296444,"about_ca_system_score_codex":0.0003450651,"about_ca_system_score_gemma":0.00024004719,"threshold_uncertainty_score":0.45363533},"labels":[],"label_agreement":null},{"id":"W4405976144","doi":"10.1093/geroni/igae098.0096","title":"RESILIENCE AND SOCIAL CONNECTION AMONG MARGINALIZED OLDER ADULTS: CHALLENGES AND OPPORTUNITIES","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Resilience and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Resilience (materials science); Connection (principal bundle); Sociology; Gerontology; Psychology; Medicine; Engineering","score_opus":0.07308028918536093,"score_gpt":0.37998445416177157,"score_spread":0.30690416497641065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405976144","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98306346,0.004988513,0.00010104876,0.0031435674,0.00034769077,0.00014610389,0.0000015207303,0.000054717006,0.008153398],"genre_scores_gemma":[0.9977617,0.0010382717,0.000022099846,0.00032915123,0.000076362594,0.000042826254,0.0000074363174,0.000007497959,0.0007146349],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99928665,0.000051881187,0.00022050938,0.00021956967,0.000079281155,0.00014211136],"domain_scores_gemma":[0.9998098,0.00005268248,0.00004407017,0.000048916114,0.000030358568,0.000014185979],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038919583,0.000066793655,0.00008212615,0.000321079,0.00007522986,0.000036631984,0.000027890454,0.000052760293,0.000056749268],"category_scores_gemma":[0.000006556264,0.00006688005,0.0000055731907,0.00022079228,0.00010271511,0.00024001909,0.000017104607,0.000117233074,0.000003844315],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000363965,0.000018906338,0.006840938,0.00029968037,0.000006071619,0.000030082492,0.042776667,1.9817872e-7,0.00008219449,0.23513284,0.00026308047,0.71451294],"study_design_scores_gemma":[0.0011025788,0.0000818019,0.8538283,0.0009585056,0.000006592758,0.000069687136,0.1297051,0.00049732387,0.000110597684,0.0038439713,0.009560836,0.00023467008],"about_ca_topic_score_codex":0.00013156993,"about_ca_topic_score_gemma":0.000048061887,"teacher_disagreement_score":0.8469874,"about_ca_system_score_codex":0.000032089298,"about_ca_system_score_gemma":0.000018434892,"threshold_uncertainty_score":0.27272892},"labels":[],"label_agreement":null},{"id":"W4405976146","doi":"10.1093/geroni/igae098.0546","title":"IMPACT OF THE CRITICAL CARE PATHWAY ON INTRINSIC CAPACITY ON HEALTHY AGING PROMOTION","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Promotion (chess); Medicine; Political science","score_opus":0.3680635692107857,"score_gpt":0.4696086595106653,"score_spread":0.10154509029987963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405976146","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9643344,0.0002729933,0.0008471174,0.030453803,0.0012257573,0.00045932224,0.000122067104,0.00005314261,0.0022313774],"genre_scores_gemma":[0.9968211,0.000005080775,0.00017903963,0.0026103181,0.00026691536,0.000048106092,0.000018365687,0.000022633989,0.00002841654],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9964413,0.0002443518,0.0025268274,0.0003984615,0.000117906864,0.00027113757],"domain_scores_gemma":[0.99819654,0.00068889605,0.0005975958,0.0003541987,0.00012628353,0.00003647283],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0066859405,0.00013986684,0.00038123288,0.00092352764,0.00012760579,0.00008236436,0.000153634,0.00009288308,0.00008347508],"category_scores_gemma":[0.0030934927,0.000136509,0.00008750099,0.0012712048,0.000059665963,0.00030736107,0.000029393912,0.00039342738,0.0001794341],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010124899,0.00010686751,0.14109209,0.0011145523,0.00002017048,0.0000010969849,0.008085353,0.000888023,0.000035337936,0.8443018,0.0009112303,0.0034333377],"study_design_scores_gemma":[0.0011383296,0.0007082222,0.8991274,0.0032944155,0.0000059464883,0.0000097772245,0.002188469,0.010096999,0.00047104017,0.07681206,0.005482885,0.0006644588],"about_ca_topic_score_codex":0.00057393964,"about_ca_topic_score_gemma":0.000047888512,"teacher_disagreement_score":0.7674898,"about_ca_system_score_codex":0.001610162,"about_ca_system_score_gemma":0.00023980971,"threshold_uncertainty_score":0.5566675},"labels":[],"label_agreement":null},{"id":"W4405976165","doi":"10.1093/geroni/igae098.0529","title":"EXPLORING NOVEL DETERMINANTS OF EXERCISE BEHAVIOR: A LAGGED EXPOSURE-WIDE APPROACH","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Psychology","score_opus":0.25908104355513084,"score_gpt":0.4196948632191678,"score_spread":0.16061381966403698,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405976165","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99404156,0.00029939786,0.002176761,0.000054226606,0.0014140501,0.00030147404,0.000014241877,0.00009557241,0.0016027158],"genre_scores_gemma":[0.9975535,0.000006823491,0.0011130037,0.00003655835,0.000046254947,0.000683582,0.000022694638,0.000024933204,0.0005125984],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99846375,0.000028270715,0.0008421509,0.0002705458,0.00013917962,0.0002560906],"domain_scores_gemma":[0.9994996,0.000036091362,0.00011819939,0.00022340822,0.00009468477,0.000027976565],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005382163,0.00011072289,0.00018106458,0.0008302279,0.000041981664,0.00002778194,0.00012348882,0.00006998966,0.00014997467],"category_scores_gemma":[0.000025356336,0.00011714414,0.00005110132,0.0015992725,0.000033833705,0.00033567392,0.000032757645,0.00026144565,0.000035685553],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047420966,0.0010173394,0.6117074,0.0005386342,0.000010205053,0.000041149204,0.010630124,0.000011378043,0.004051623,0.015178193,0.0004384849,0.35632804],"study_design_scores_gemma":[0.0010245632,0.00014104742,0.9878889,0.0018008845,0.00004441143,0.000022988617,0.0034814929,0.000352103,0.0034962215,0.000131227,0.0012977041,0.00031846348],"about_ca_topic_score_codex":0.00035546056,"about_ca_topic_score_gemma":0.00001837239,"teacher_disagreement_score":0.37618148,"about_ca_system_score_codex":0.000060008977,"about_ca_system_score_gemma":0.000036224737,"threshold_uncertainty_score":0.47769994},"labels":[],"label_agreement":null},{"id":"W4405976197","doi":"10.1093/geroni/igae098.0791","title":"SKELETAL MUSCLE MITOCHONDRIAL RESPIRATION ASSOCIATES WITH COGNITIVE FUNCTION IN OLDER ADULTS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Diet and metabolism studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Respiration; Skeletal muscle; Function (biology); Cognition; Gerontology; Psychology; Physical medicine and rehabilitation; Neuroscience; Biology; Medicine; Cell biology; Anatomy","score_opus":0.015020788660379012,"score_gpt":0.2826935641543149,"score_spread":0.26767277549393587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405976197","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99348813,0.00048336165,0.0009003383,0.0008741084,0.0008050254,0.00036806613,0.0000026933446,0.00007782399,0.0030004364],"genre_scores_gemma":[0.9985909,0.000014378815,0.00014602188,0.0003425828,0.00042921037,0.00007755486,0.00007328972,0.00001470278,0.00031135866],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99912703,0.00002371861,0.00030100165,0.00021562428,0.00018877359,0.00014382467],"domain_scores_gemma":[0.9996196,0.00006476378,0.000055137316,0.000048228474,0.00020156466,0.000010686108],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024763177,0.00009231246,0.00014798719,0.00058397895,0.000031567877,0.000035612593,0.000014968966,0.000051084106,0.000025510897],"category_scores_gemma":[0.0002143893,0.00007812257,0.000016949178,0.0017114267,0.00002417168,0.00023902183,0.000011847416,0.00020115983,0.000015418673],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012824124,0.000573874,0.31654197,0.0008133512,0.0002789506,0.00019865802,0.032914154,0.000032624106,0.02055843,0.012429361,0.0029731453,0.6114031],"study_design_scores_gemma":[0.0030741733,0.00011042187,0.9881179,0.0019602429,0.000049501654,0.0000014757928,0.0021922872,0.0003291171,0.00044667657,0.00025262084,0.0033470443,0.00011856747],"about_ca_topic_score_codex":0.00007077247,"about_ca_topic_score_gemma":0.00015142438,"teacher_disagreement_score":0.6715759,"about_ca_system_score_codex":0.0000645674,"about_ca_system_score_gemma":0.000060659244,"threshold_uncertainty_score":0.31857458},"labels":[],"label_agreement":null},{"id":"W4405976252","doi":"10.1093/geroni/igae098.0072","title":"IMPLEMENTING EPIC-VR IN HEALTH CARE: ALIGNING VIRTUAL REALITY TRAINING WITH ORGANIZATIONAL CONTEXT AND READINESS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Human Resource Development and Performance Evaluation","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; Western University","funders":"","keywords":"EPIC; Virtual reality; Training (meteorology); Context (archaeology); Health care; Computer science; Knowledge management; Human–computer interaction; Psychology; Political science; Art; History; Geography","score_opus":0.05973975679903036,"score_gpt":0.37906337699770265,"score_spread":0.3193236201986723,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405976252","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9897966,0.00020559155,0.0041893474,0.0014633104,0.00021257394,0.00022641456,0.0000041932353,0.00006968174,0.003832289],"genre_scores_gemma":[0.9985889,0.0000033556626,0.00029395142,0.00049548096,0.00011216949,0.000034582994,0.00026334074,0.000019471989,0.00018871872],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99855596,0.00009569666,0.0006046354,0.00027567675,0.00018174305,0.00028628827],"domain_scores_gemma":[0.9995932,0.0000901954,0.00012346705,0.00007411055,0.000102002865,0.000017017772],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020819043,0.00010501671,0.00013868297,0.00067237165,0.00013059116,0.000084257495,0.00004959766,0.000041884352,0.00028644246],"category_scores_gemma":[0.00004353727,0.00010538679,0.0000051796596,0.0016841869,0.000028194645,0.00019395664,0.000025417765,0.00018951547,0.000008660997],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025964138,0.000012538222,0.30088854,0.00013085503,0.000024367047,0.00001417419,0.31647396,0.00017732712,0.00013111142,0.13818543,0.00026943936,0.24366629],"study_design_scores_gemma":[0.0034800626,0.00017927442,0.71956116,0.002088381,0.000011104484,0.00006179438,0.22119445,0.0069705024,0.00023542075,0.0018414923,0.043626253,0.0007501021],"about_ca_topic_score_codex":0.00021575662,"about_ca_topic_score_gemma":0.0006031103,"teacher_disagreement_score":0.41867265,"about_ca_system_score_codex":0.000175747,"about_ca_system_score_gemma":0.00018044558,"threshold_uncertainty_score":0.42975485},"labels":[],"label_agreement":null},{"id":"W4405976255","doi":"10.1093/geroni/igae098.0115","title":"FEASIBILITY AND ACCEPTABILITY OF IMPLEMENTING AN AI-ENABLED SERVICE ROBOT IN LONG-TERM CARE","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Social Robot Interaction and HRI","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Term (time); Service (business); Computer science; Robot; Medicine; Artificial intelligence; Business; Marketing","score_opus":0.06751010929655492,"score_gpt":0.44530234767454724,"score_spread":0.3777922383779923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405976255","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9943687,0.00017316207,0.00062426,0.0006080639,0.00048117072,0.0002436602,0.0000052846412,0.000053745985,0.003441964],"genre_scores_gemma":[0.9992847,0.0000016822304,0.00012785682,0.000408012,0.00006148415,0.00002538369,0.00004429767,0.0000109017155,0.000035696976],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987446,0.00011675742,0.0005611628,0.00030234962,0.00009194143,0.00018316852],"domain_scores_gemma":[0.9994412,0.00007968771,0.000087610104,0.00017849464,0.00019763403,0.000015385334],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007233813,0.00008507288,0.000143364,0.00038557904,0.000040019833,0.00006173419,0.00007670596,0.000066973924,0.0015359559],"category_scores_gemma":[0.0000553869,0.000095257594,0.000016458887,0.0015433658,0.000021930822,0.0003418425,0.00004932531,0.00025520293,0.0000067586507],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022147547,0.00005282771,0.92752206,0.00022774372,0.00000846152,0.000005053868,0.025899827,0.000017339791,0.0008748206,0.004492719,0.0000170389,0.040859926],"study_design_scores_gemma":[0.00042517146,0.000012344487,0.98709095,0.00006738381,0.00000373691,0.0000022165523,0.011028751,0.00022291321,0.00030722786,0.0006160118,0.00014043259,0.000082890685],"about_ca_topic_score_codex":0.0016402231,"about_ca_topic_score_gemma":0.0048117605,"teacher_disagreement_score":0.059568826,"about_ca_system_score_codex":0.00016396593,"about_ca_system_score_gemma":0.00004231499,"threshold_uncertainty_score":0.9993768},"labels":[],"label_agreement":null},{"id":"W4405976293","doi":"10.1093/geroni/igae098.0247","title":"ASSOCIATIONS BETWEEN MEASURES OF HEALTH AND OBJECTIVE AND SUBJECTIVE NEIGHBORHOOD QUALITY","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Environmental Justice and Health Disparities","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quality (philosophy); Environmental health; Psychology; Statistics; Medicine; Mathematics; Physics","score_opus":0.0952483668729816,"score_gpt":0.40514513029247334,"score_spread":0.30989676341949174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405976293","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9844884,0.0036742399,0.0009840375,0.0054479707,0.00010181105,0.0001957018,0.00004009398,0.000032251468,0.005035472],"genre_scores_gemma":[0.9989101,0.0006158401,0.000084950996,0.0002804648,0.000058372843,0.000005964472,0.000011520594,0.0000035518206,0.000029226932],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99904066,0.00020198958,0.0003412498,0.000118281016,0.00017250839,0.00012533386],"domain_scores_gemma":[0.9994329,0.00036352713,0.0001105987,0.000029536317,0.00004043885,0.000022956265],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002058995,0.000041344432,0.00012968539,0.00017131923,0.00021495696,0.000038657232,0.000024194695,0.000038743656,0.0000038675216],"category_scores_gemma":[0.00035161467,0.00004550833,0.0000066491802,0.00059965847,0.00012150016,0.00022193672,0.0000164697,0.00011158993,5.4048667e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[8.926441e-7,0.0000070810647,0.7177648,0.00012400803,0.000008077104,1.0491496e-7,0.06809524,6.8604277e-7,0.000015566891,0.19953956,0.00001566627,0.014428343],"study_design_scores_gemma":[0.00007524562,0.000013375501,0.9420707,0.00018170301,0.0000037716056,4.5771014e-8,0.042155482,0.000006103615,0.000025451729,0.015214462,0.00020730378,0.000046304147],"about_ca_topic_score_codex":0.0057372255,"about_ca_topic_score_gemma":0.0021471106,"teacher_disagreement_score":0.22430597,"about_ca_system_score_codex":0.00019955351,"about_ca_system_score_gemma":0.00019450959,"threshold_uncertainty_score":0.86730075},"labels":[],"label_agreement":null},{"id":"W4405976313","doi":"10.1093/geroni/igae098.0210","title":"DIFFERENCES BETWEEN LIFELONG SINGLES AND PARTNERED INDIVIDUALS IN PERSONALITY TRAITS AND LIFE SATISFACTION","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health and Well-being Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Big Five personality traits; Psychology; Life satisfaction; Personality; Lifelong learning; Clinical psychology; Developmental psychology; Social psychology","score_opus":0.0820993093178038,"score_gpt":0.38117721962612805,"score_spread":0.29907791030832426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405976313","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9927608,0.0010365549,0.00013233532,0.004921617,0.00016898093,0.00012928458,0.000009438156,0.000050466395,0.0007905448],"genre_scores_gemma":[0.9991788,0.000037202666,0.00007543744,0.00047129,0.00015939292,0.000028559069,0.000006809835,0.0000074931936,0.000034976252],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99892133,0.000114543036,0.00041120636,0.0002549281,0.00010081632,0.0001971635],"domain_scores_gemma":[0.99950665,0.00034674196,0.000059156057,0.000036896847,0.000024087412,0.000026443044],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008155482,0.00009451598,0.000174012,0.0004216436,0.000077901364,0.00007364093,0.000025329624,0.000074277224,0.00002348212],"category_scores_gemma":[0.00016668222,0.00009052337,0.0000066338016,0.00073299464,0.00006011619,0.00012789786,0.000020381756,0.00021850188,0.0000036264566],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000028663012,0.0000062842983,0.9057633,0.000095758114,0.000017496244,0.0000031660438,0.015030326,3.0821346e-7,0.000029871906,0.0055874824,0.00019500918,0.07326813],"study_design_scores_gemma":[0.00025549217,0.000017145854,0.9950709,0.00018939681,0.000004777783,0.0000016719866,0.001438713,0.00003219313,0.0000069524244,0.0023292645,0.00056414254,0.00008939713],"about_ca_topic_score_codex":0.0008378124,"about_ca_topic_score_gemma":0.000235138,"teacher_disagreement_score":0.089307554,"about_ca_system_score_codex":0.000029282175,"about_ca_system_score_gemma":0.00003488481,"threshold_uncertainty_score":0.36914358},"labels":[],"label_agreement":null},{"id":"W4405976336","doi":"10.1093/geroni/igae098.0541","title":"USING THE ACT-OUT QUESTIONNAIRE TO INFORM ON COMMUNITY MOBILITY AND PARTICIPATION FOR PEOPLE LIVING WITH DEMENTIA","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Korean Urban and Social Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dementia; Gerontology; Assisted living; Psychology; Medicine; Pathology","score_opus":0.05532631099745959,"score_gpt":0.3306132923589997,"score_spread":0.2752869813615401,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405976336","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9874377,0.000013237071,0.010754729,0.00070899865,0.000057388093,0.00023147119,0.000001022437,0.000025273324,0.0007701838],"genre_scores_gemma":[0.99924016,0.0000010476224,0.00036083735,0.00030148364,0.000016872122,0.000048045404,0.0000015421208,0.000004391972,0.000025623945],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995594,0.000035657347,0.00013614418,0.00007893563,0.00009486464,0.000095002906],"domain_scores_gemma":[0.99974966,0.00012705449,0.00002776373,0.00007109928,0.000014784468,0.000009624744],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007330373,0.000050704548,0.000050337694,0.000038510236,0.00041942913,0.00006495367,0.000042771433,0.0000141768505,0.0000117056],"category_scores_gemma":[0.00014267777,0.000036781727,0.000006088228,0.0005602707,0.000048595157,0.00015984217,0.000063090905,0.00009431289,0.0000033764893],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007780375,0.00003082613,0.9252587,0.000042000924,0.00001159838,1.1104675e-7,0.052535973,0.0019536975,0.00034156427,0.003935011,0.00013607605,0.015746687],"study_design_scores_gemma":[0.000059143065,0.00003409384,0.99114716,0.00016730228,0.0000074051254,1.9925193e-7,0.0019336398,0.005179659,0.00012127863,0.0008052404,0.00048020697,0.00006466065],"about_ca_topic_score_codex":0.00069196586,"about_ca_topic_score_gemma":0.003855888,"teacher_disagreement_score":0.065888494,"about_ca_system_score_codex":0.00014516644,"about_ca_system_score_gemma":0.000007170842,"threshold_uncertainty_score":0.3225952},"labels":[],"label_agreement":null},{"id":"W4405976337","doi":"10.1093/geroni/igae098.0022","title":"UNDERSTANDING INCLUSIVE PHYSICAL PLACES AND VIRTUAL SPACES: THE FORTITUDE OF OLDER MARGINALIZED COMMUNITIES","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Sociology; Gender studies","score_opus":0.066521803614291,"score_gpt":0.3464982673062622,"score_spread":0.2799764636919712,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405976337","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9870062,0.0003137488,0.0056738253,0.0034691019,0.00015942521,0.00013603625,0.0000021874753,0.000041296167,0.00319822],"genre_scores_gemma":[0.9993287,0.00014384679,0.00004744974,0.000090601636,0.00013202068,0.000011587215,0.000003109766,0.0000050648346,0.00023765727],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.999318,0.00010530711,0.00018006064,0.00007483353,0.00020789614,0.0001139021],"domain_scores_gemma":[0.99935,0.0004459207,0.00007111195,0.00005840498,0.00006694444,0.000007597211],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00075633905,0.00006192796,0.000100655365,0.00020034073,0.000489901,0.00012913144,0.0000857989,0.000022109489,0.000014981051],"category_scores_gemma":[0.00006521441,0.000047245394,0.000014316383,0.00082017115,0.00034211812,0.0002443005,0.000060192117,0.00011722375,6.5605917e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000021598062,0.000006359569,0.0058914945,0.000019735002,0.000013523273,5.9955056e-7,0.5453435,0.000020318268,0.00004510433,0.4481333,0.00034923005,0.0001746872],"study_design_scores_gemma":[0.00052266737,0.000036112175,0.02554999,0.00069422007,0.000032743887,0.0000012001342,0.81021124,0.003590579,0.00023653683,0.14881796,0.010059748,0.00024699603],"about_ca_topic_score_codex":0.0061094314,"about_ca_topic_score_gemma":0.014531842,"teacher_disagreement_score":0.29931533,"about_ca_system_score_codex":0.00008852866,"about_ca_system_score_gemma":0.00007271385,"threshold_uncertainty_score":0.9235673},"labels":[],"label_agreement":null},{"id":"W4405976353","doi":"10.1093/geroni/igae098.0544","title":"THE INTRINSIC CAPACITY PROFILE OF THE CHINESE OLDER ADULTS IN HONG KONG","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Global Health Care Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Gerontology; Psychology; Medicine","score_opus":0.028525474285123642,"score_gpt":0.39969828429241755,"score_spread":0.3711728100072939,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405976353","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9859462,0.0004312255,0.000025598209,0.006683525,0.002291751,0.0010069857,0.000009520536,0.000062830266,0.0035423932],"genre_scores_gemma":[0.99874896,0.000015943828,0.00008025872,0.00055982935,0.0001758455,0.00012851828,0.0000056314952,0.000014839788,0.00027014661],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979342,0.0003386311,0.00092692935,0.0001951303,0.00025798965,0.00034709266],"domain_scores_gemma":[0.9985724,0.00064992235,0.00019839924,0.00028508535,0.00027830264,0.000015860653],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018368555,0.000103980994,0.00014761456,0.0002679235,0.0002732617,0.000014764318,0.00021356404,0.00010133687,0.00004254756],"category_scores_gemma":[0.0009300045,0.000060482314,0.000021527418,0.0042884937,0.00006545316,0.00015244988,0.00013204319,0.0008927386,0.000054678083],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025298837,0.000028271324,0.9213602,0.0012189172,0.0000056319523,0.000004261818,0.027580349,0.00001839436,0.00016490024,0.031698722,0.0037562028,0.014138829],"study_design_scores_gemma":[0.00034216893,0.000005615201,0.98685575,0.0035820864,0.000001232121,7.994703e-7,0.0036049075,0.0008459981,0.000102055055,0.0024312588,0.0021601971,0.00006796075],"about_ca_topic_score_codex":0.0016671944,"about_ca_topic_score_gemma":0.0029242118,"teacher_disagreement_score":0.0654955,"about_ca_system_score_codex":0.00033203702,"about_ca_system_score_gemma":0.00025628478,"threshold_uncertainty_score":0.38785544},"labels":[],"label_agreement":null},{"id":"W4405976365","doi":"10.1093/geroni/igae098.0322","title":"OSTEOSARCOPENIA: A GEROSCIENCE APPROACH","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine","score_opus":0.07182342200174174,"score_gpt":0.38002839626931395,"score_spread":0.3082049742675722,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405976365","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84450793,0.0012622434,0.032915983,0.0238997,0.0012760399,0.00081637,0.000003820738,0.0006196771,0.09469824],"genre_scores_gemma":[0.98561853,0.000014467853,0.01017243,0.002973108,0.0001472238,0.000035941128,0.000016340144,0.000011393296,0.0010105554],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990855,0.000013985301,0.0003309147,0.00021265108,0.00018132557,0.00017564901],"domain_scores_gemma":[0.99974173,0.00003072554,0.000026250453,0.00010324762,0.0000696579,0.000028404009],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00063531456,0.00006125898,0.00010481863,0.000715996,0.00004979822,0.00006139254,0.00004351054,0.000034819604,0.00006369488],"category_scores_gemma":[0.00007406469,0.00005727121,0.000014177973,0.0028278548,0.000034995093,0.00015817603,0.000019576551,0.00025800287,0.000052402378],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008814951,0.00038745903,0.1569639,0.0052706506,0.000022175305,0.0003750035,0.0077257543,0.000047289173,0.089132674,0.606854,0.013958075,0.11917484],"study_design_scores_gemma":[0.0067130113,0.0003490707,0.21384476,0.010064914,0.000048326714,0.0016322221,0.0041893963,0.14313939,0.020391902,0.016971556,0.5814857,0.001169741],"about_ca_topic_score_codex":0.0000127043695,"about_ca_topic_score_gemma":8.3212547e-7,"teacher_disagreement_score":0.5898825,"about_ca_system_score_codex":0.0001103764,"about_ca_system_score_gemma":0.00011838299,"threshold_uncertainty_score":0.2335452},"labels":[],"label_agreement":null},{"id":"W4405976382","doi":"10.1093/geroni/igae098.0248","title":"ASSOCIATIONS OF MEAN AND VARIABILITY OF ACTIGRAPHIC SLEEP AND GENERAL COGNITIVE PERFORMANCE","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Sleep and Wakefulness Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sleep (system call); Psychology; Effects of sleep deprivation on cognitive performance; Cognition; Audiology; Medicine; Neuroscience; Computer science","score_opus":0.05690273772355792,"score_gpt":0.3384617870663868,"score_spread":0.2815590493428289,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405976382","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9984999,0.000024349256,0.00040565612,0.0001377865,0.000060567232,0.00009107053,0.000019313347,0.000012313657,0.00074906746],"genre_scores_gemma":[0.9998494,0.00002510375,0.00005134348,0.00003329274,0.00001378746,0.000008506191,0.0000027602146,0.0000036570627,0.000012163958],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993041,0.000070974274,0.00022985226,0.00015396453,0.00015708533,0.00008403707],"domain_scores_gemma":[0.99938846,0.00039326283,0.00005588209,0.000048473597,0.00010496306,0.000008941136],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00069463736,0.0000410378,0.00008036922,0.00038528966,0.000041079405,0.000022602833,0.00003512285,0.000026313215,0.000007900419],"category_scores_gemma":[0.00071270764,0.000039856845,0.00000681292,0.0016437056,0.00013651961,0.00020978277,0.000033064156,0.0001233346,2.8941085e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012915118,0.000048190122,0.71721214,0.00025165058,0.000011220722,0.0000018481145,0.0027899053,0.0000287886,0.17896734,0.04462966,0.000004939384,0.056041382],"study_design_scores_gemma":[0.00029353247,0.00003046625,0.62836945,0.00015340315,0.000006339421,0.0000027828903,0.0001390473,0.036754765,0.3305596,0.003597982,0.000015402498,0.00007722799],"about_ca_topic_score_codex":0.000029069992,"about_ca_topic_score_gemma":0.000005401473,"teacher_disagreement_score":0.15159228,"about_ca_system_score_codex":0.000014486436,"about_ca_system_score_gemma":0.000025681966,"threshold_uncertainty_score":0.1625315},"labels":[],"label_agreement":null},{"id":"W4405976401","doi":"10.1093/geroni/igae098.0723","title":"USE OF MOTIVATIONAL INTERVIEWING TO INTERVENE ELDER ABUSE: A RANDOMIZED CONTROL TRIAL","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Motivational interviewing; Interview; Randomized controlled trial; Psychology; Clinical psychology; Medicine; Sociology; Internal medicine","score_opus":0.07434835212294562,"score_gpt":0.37182070867796607,"score_spread":0.29747235655502047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405976401","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95504534,0.00024326942,0.039433155,0.0024580383,0.00088932336,0.0007963843,0.000002699295,0.00007871279,0.0010530899],"genre_scores_gemma":[0.9983221,0.00003846693,0.0004176547,0.00066466857,0.0002070223,0.00009135811,0.0000041442654,0.000009213242,0.00024535006],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99845904,0.00030846318,0.0006853103,0.00016219856,0.00023336869,0.00015164],"domain_scores_gemma":[0.9987675,0.0008511378,0.000095270574,0.000076528275,0.00019065391,0.000018887096],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022589052,0.00007378747,0.00025199726,0.0007051567,0.000055664368,0.00010070322,0.00010659188,0.000049148584,0.00019382277],"category_scores_gemma":[0.0012931488,0.000069384696,0.0000750641,0.002069775,0.00006342443,0.00041470336,0.000015959542,0.00012777137,0.000009151831],"study_design_candidate":"randomized_trial","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.08685817,0.00030213146,0.006641045,0.00024731096,0.0004342618,0.00002770852,0.36000085,0.0004964926,0.005315318,0.44412944,0.0036937704,0.091853485],"study_design_scores_gemma":[0.8778812,0.00028069067,0.001715016,0.013354774,0.00013001086,0.0000026674697,0.004463043,0.004969216,0.006598618,0.034998152,0.054675307,0.0009312855],"about_ca_topic_score_codex":0.0008843404,"about_ca_topic_score_gemma":0.00038383456,"teacher_disagreement_score":0.7910231,"about_ca_system_score_codex":0.00007547864,"about_ca_system_score_gemma":0.00009942073,"threshold_uncertainty_score":0.2829426},"labels":[],"label_agreement":null},{"id":"W4405976405","doi":"10.1093/geroni/igae098.0724","title":"SELF-NEGLECT CO-OCCURS WITH AND IS A RISK FACTOR FOR ELDER MISTREATMENT","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Neglect; Psychology; Factor (programming language); Risk factor; Medical emergency; Medicine; Psychiatry; Computer science; Internal medicine","score_opus":0.026116207873260872,"score_gpt":0.34227583610819523,"score_spread":0.3161596282349344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405976405","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9905407,0.00072686165,0.0020601205,0.0013803443,0.000112429116,0.00042100414,0.000044489945,0.00016071038,0.004553327],"genre_scores_gemma":[0.99780804,0.0003214094,0.0012973727,0.00020547654,0.000072359,0.00004395156,0.0000034286104,0.000009108849,0.0002388257],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99939275,0.000027778991,0.00013553716,0.00017593268,0.00011244081,0.00015558665],"domain_scores_gemma":[0.9997245,0.00010981144,0.000038175927,0.00005265361,0.00005729541,0.000017576363],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016492202,0.000068703936,0.000069762726,0.00017654889,0.0001710101,0.00010093665,0.000039756902,0.00003865972,0.00006971546],"category_scores_gemma":[0.000029896348,0.000058076104,0.000012289491,0.0007811775,0.000034869547,0.00014660489,0.000004721321,0.00007534827,0.0000033598446],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052955656,0.00011437851,0.23507208,0.00025011526,0.00026110763,0.000020461868,0.3954009,0.000003416012,0.0007376669,0.019683816,0.0029866544,0.34541643],"study_design_scores_gemma":[0.0050805793,0.0010073204,0.089796446,0.0033884442,0.0002846367,0.00001627944,0.024767527,0.0024985948,0.049739268,0.038986076,0.78254956,0.0018852971],"about_ca_topic_score_codex":0.00037565982,"about_ca_topic_score_gemma":0.00045625973,"teacher_disagreement_score":0.7795629,"about_ca_system_score_codex":0.00008042285,"about_ca_system_score_gemma":0.00011218398,"threshold_uncertainty_score":0.23682748},"labels":[],"label_agreement":null},{"id":"W4405976421","doi":"10.1093/geroni/igae098.0402","title":"THE IMPACT OF CHILDHOOD READING ENVIRONMENTS ON COGNITIVE HEALTH IN LATER LIFE AMONG OLDER EUROPEANS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health and Well-being Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Reading (process); Gerontology; Cognition; Psychology; Developmental psychology; Medicine; Psychiatry; Political science","score_opus":0.02271620280415844,"score_gpt":0.3639145243330179,"score_spread":0.3411983215288595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405976421","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9885006,0.00031391732,0.00013620131,0.002068195,0.00030005942,0.00025803284,0.0000072402718,0.000021255262,0.008394502],"genre_scores_gemma":[0.9984092,0.00007405146,0.0000046283035,0.0011651795,0.00006710216,0.00002125838,0.000011367895,0.00001788626,0.00022930182],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99875236,0.00017130857,0.0005126584,0.00019379468,0.00008825548,0.00028162813],"domain_scores_gemma":[0.99949265,0.00026098732,0.0001124108,0.00009949752,0.000013800386,0.000020653344],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010445691,0.00009337099,0.00013252016,0.00035621534,0.00008163733,0.000020965936,0.000057034536,0.000030094216,0.000033080985],"category_scores_gemma":[0.00012441694,0.00006765957,0.00002115559,0.00077650126,0.000047109766,0.000058151792,0.000021992553,0.0002985923,0.000059992508],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031833624,0.0001446472,0.8955689,0.00005276594,0.000094042996,0.000019099303,0.045793213,0.00013193305,0.000033560485,0.0031472333,0.0033715458,0.05161125],"study_design_scores_gemma":[0.0003715213,0.00006530488,0.9973636,0.0006149229,0.0000013209418,8.3677145e-7,0.0008316068,0.00006347302,0.000020304173,0.00018705428,0.00042123112,0.00005880552],"about_ca_topic_score_codex":0.0003806694,"about_ca_topic_score_gemma":0.00001972377,"teacher_disagreement_score":0.10179474,"about_ca_system_score_codex":0.00011417547,"about_ca_system_score_gemma":0.000051100338,"threshold_uncertainty_score":0.2759077},"labels":[],"label_agreement":null},{"id":"W4405976432","doi":"10.1093/geroni/igae098.0101","title":"LONELINESS AMONG LONG-TERM SPOUSAL CAREGIVERS: A GENDER-BASED ANALYSIS USING THE CLSA","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University; MacEwan University","funders":"","keywords":"Loneliness; Term (time); Psychology; Developmental psychology; Clinical psychology; Psychotherapist; Physics","score_opus":0.04111361901779756,"score_gpt":0.3454726629383775,"score_spread":0.3043590439205799,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405976432","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88134265,0.00010025208,0.11593481,0.0005887762,0.0006594152,0.00010336921,0.000005200507,0.000055931694,0.001209573],"genre_scores_gemma":[0.9989007,0.000005793163,0.00021932923,0.00023819767,0.00035823928,0.000010807996,0.000045989927,0.000010811138,0.00021010646],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99876577,0.00011353519,0.0003129032,0.00022483237,0.00037637833,0.0002065723],"domain_scores_gemma":[0.99938285,0.00011220537,0.00007753441,0.000122896,0.00028747984,0.000017039423],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011151144,0.00009040646,0.00010482072,0.0007570492,0.0003701908,0.0003914149,0.00017854766,0.000063397754,0.00010475877],"category_scores_gemma":[0.00008032699,0.00007946694,0.00007314716,0.005084093,0.000115021954,0.0002662009,0.000027617783,0.00017461742,0.000002615376],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000054713396,0.000024595005,0.6933955,0.000052841286,0.00020969467,0.00006635639,0.02783872,0.11358897,0.00088704535,0.1606711,0.00010499231,0.00315471],"study_design_scores_gemma":[0.00017313335,0.0000052650385,0.16623233,0.00021786011,0.00016182542,0.000001015492,0.013004539,0.81809413,0.00007007487,0.0010898311,0.0006210746,0.00032890428],"about_ca_topic_score_codex":0.0018031795,"about_ca_topic_score_gemma":0.0068973717,"teacher_disagreement_score":0.7045052,"about_ca_system_score_codex":0.00032975865,"about_ca_system_score_gemma":0.00027192672,"threshold_uncertainty_score":0.3848895},"labels":[],"label_agreement":null},{"id":"W4405976439","doi":"10.1093/geroni/igae098.0520","title":"COGNITION AND PAIN ARE ASSOCIATED WITH DISCREPANCIES IN ACTIGRAPHY AND SELF-REPORTED SLEEP MEASURES IN OLDER ADULTS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Sleep and related disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Actigraphy; Sleep (system call); Psychology; Cognition; Physical medicine and rehabilitation; Physical therapy; Clinical psychology; Medicine; Gerontology; Insomnia; Psychiatry; Computer science","score_opus":0.01230877939391623,"score_gpt":0.26426499604894516,"score_spread":0.25195621665502893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405976439","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9960781,0.0012094071,0.0001924168,0.00087754865,0.00013125523,0.00026512472,0.0000025018448,0.0001102572,0.0011334299],"genre_scores_gemma":[0.9995923,0.00004484882,0.000026832904,0.00018964989,0.000010327601,0.00006426811,0.000040458875,0.000015081776,0.00001621989],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99893063,0.00014154945,0.00035519377,0.00028424896,0.0001151733,0.00017318527],"domain_scores_gemma":[0.9995906,0.00015429429,0.00010672255,0.0000672391,0.000068317226,0.000012833331],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00089531695,0.00011055876,0.00012691424,0.0010576318,0.00003007459,0.000045960325,0.000023939618,0.00013041803,0.000014955005],"category_scores_gemma":[0.00017042358,0.000098348224,0.000008516254,0.002596761,0.000044033783,0.00015712655,0.000008992844,0.00029264702,9.66308e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007029658,0.00025374943,0.9544426,0.000059994883,0.00027089383,0.00015965372,0.02011207,0.000019199226,0.00010611409,0.0009675471,0.0000977297,0.023440136],"study_design_scores_gemma":[0.0025353292,0.000029757442,0.98268265,0.0014066739,0.000034544624,0.000011100222,0.010741558,0.0014413917,0.000031364794,0.000790885,0.00011383661,0.0001809354],"about_ca_topic_score_codex":0.00042596395,"about_ca_topic_score_gemma":0.0023557416,"teacher_disagreement_score":0.028240008,"about_ca_system_score_codex":0.00003457599,"about_ca_system_score_gemma":0.00001421091,"threshold_uncertainty_score":0.40105242},"labels":[],"label_agreement":null},{"id":"W4405976441","doi":"10.1093/geroni/igae098.0627","title":"THE IMPACT OF CULTURE ON CIVIC ENGAGEMENT OF AGING ASIAN IMMIGRANTS: FINDINGS FROM A MIXED STUDY IN EDMONTON, CANADA","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Creative Drama in Education","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"MacEwan University","funders":"","keywords":"Immigration; Asian americans; Civic engagement; Gerontology; Demographic economics; Political science; Sociology; Gender studies; Medicine; Anthropology; Economics; Ethnic group; Law","score_opus":0.028146584015409613,"score_gpt":0.30859922856214483,"score_spread":0.28045264454673524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405976441","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99551356,0.00012329886,0.0000065732766,0.00053329865,0.00045515297,0.00028943215,0.00003168857,0.000011802835,0.0030351696],"genre_scores_gemma":[0.999558,0.0000036631698,0.0000087125245,0.000028665436,0.000096146025,0.000032882326,0.000035983696,0.000010678289,0.00022528014],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9989119,0.00009025688,0.0005015064,0.00015411117,0.00021446534,0.00012773006],"domain_scores_gemma":[0.99938345,0.00019672926,0.00012546274,0.00013813801,0.00014851379,0.0000076991255],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006154148,0.00010454067,0.00013523504,0.0003518238,0.00010236405,0.000106777414,0.00011681058,0.000015030151,0.00010973567],"category_scores_gemma":[0.0001244365,0.000074693664,0.000023847711,0.0005211389,0.000040137198,0.00013805206,0.000020930695,0.00022249657,0.0000010538885],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024006502,0.00029325852,0.21573132,0.00006937917,0.00014873384,0.000008868191,0.72835654,0.00032491444,0.0017943128,0.037007656,0.005976318,0.010264715],"study_design_scores_gemma":[0.00041449966,0.00009090591,0.677224,0.00080309407,0.000011946661,1.793752e-7,0.31447956,0.00038117458,0.001202183,0.001628092,0.0036190709,0.00014533616],"about_ca_topic_score_codex":0.6495597,"about_ca_topic_score_gemma":0.7861606,"teacher_disagreement_score":0.46149263,"about_ca_system_score_codex":0.00044978166,"about_ca_system_score_gemma":0.00020945794,"threshold_uncertainty_score":0.35277396},"labels":[],"label_agreement":null},{"id":"W4405976459","doi":"10.1093/geroni/igae098.0519","title":"BIOLOGICAL SEX MODERATES THE EFFECT OF EXERCISE ON COGNITIVE FUNCTION IN ADULTS WITH CHRONIC STROKE","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Chronic stroke; Stroke (engine); Cognition; Psychology; Physical medicine and rehabilitation; Medicine; Physical therapy; Clinical psychology; Neuroscience; Rehabilitation","score_opus":0.012526022949668708,"score_gpt":0.2826186379946223,"score_spread":0.2700926150449536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405976459","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99724746,0.00048501088,0.00059480284,0.00034819808,0.00013748207,0.00050654565,0.0000034437744,0.000030917916,0.00064615184],"genre_scores_gemma":[0.9996115,0.000036126497,0.000018608263,0.000059901675,0.000050348175,0.000080195736,0.000027764152,0.000006993624,0.00010856519],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993533,0.000055329874,0.00023196351,0.00015388444,0.00011747316,0.00008803553],"domain_scores_gemma":[0.9992823,0.00055018475,0.00003949224,0.00005874431,0.0000619726,0.0000073202723],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038865424,0.00007637759,0.00014415813,0.00042245176,0.000017016295,0.000010940016,0.00001811099,0.000048436417,0.000025395495],"category_scores_gemma":[0.00013328916,0.000040148356,0.000022014106,0.00090715254,0.000053871416,0.00005387188,0.0000064794995,0.00021366199,0.000006302521],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0040665423,0.000103036575,0.8285033,0.0013501997,0.000070014146,0.000024144627,0.0024166594,0.0018872852,0.00709773,0.0012678064,0.000078880905,0.15313438],"study_design_scores_gemma":[0.007531927,0.006692036,0.8819979,0.025134407,0.00006521963,0.000015720327,0.002655729,0.032260332,0.04298477,0.00028900855,0.0001474111,0.0002255769],"about_ca_topic_score_codex":0.00002031295,"about_ca_topic_score_gemma":0.0000052904506,"teacher_disagreement_score":0.1529088,"about_ca_system_score_codex":0.00008197395,"about_ca_system_score_gemma":0.00004569098,"threshold_uncertainty_score":0.16372025},"labels":[],"label_agreement":null},{"id":"W4405976463","doi":"10.1093/geroni/igae098.0097","title":"VULNERABILITY, LIFE SATISFACTION, AND SOCIAL SUPPORT AMONG OLDER ADULTS: RESULTS FROM THE CLSA","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Université de Sherbrooke","funders":"","keywords":"Vulnerability (computing); Social vulnerability; Psychology; Gerontology; Life satisfaction; Medicine; Computer science; Social psychology; Computer security","score_opus":0.04975142551704015,"score_gpt":0.3930397805939377,"score_spread":0.34328835507689753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405976463","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.943852,0.00008758351,0.0000953704,0.052648567,0.00095575285,0.00037644108,0.00006461155,0.00013077006,0.0017889072],"genre_scores_gemma":[0.9962408,0.000021375516,0.000022064321,0.002345806,0.00072223955,0.00009489211,0.00010994354,0.000013951542,0.00042894407],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984479,0.00019426369,0.0007152575,0.0002645847,0.00017100725,0.00020696952],"domain_scores_gemma":[0.99879,0.00079326896,0.00012321248,0.00011335372,0.00016672384,0.000013434121],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012863448,0.00009974244,0.00012829022,0.00012661226,0.00075326854,0.000037164395,0.000049730395,0.00009338248,0.00015860796],"category_scores_gemma":[0.00044688917,0.00007342086,0.000015453825,0.0006673241,0.00007991457,0.00021437195,0.00010139212,0.000564496,0.000028689466],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021086737,0.000005430341,0.89236474,0.000073354706,0.000019878822,0.000001451049,0.05333403,5.809594e-7,0.000010981376,0.0049710185,0.04149512,0.007702336],"study_design_scores_gemma":[0.0006251266,0.0000054958527,0.97507095,0.00035042898,0.0000069721577,8.54307e-8,0.011157932,0.00006684733,0.0000036414551,0.002473975,0.010155584,0.000082949686],"about_ca_topic_score_codex":0.003237778,"about_ca_topic_score_gemma":0.0024949214,"teacher_disagreement_score":0.08270623,"about_ca_system_score_codex":0.000082344915,"about_ca_system_score_gemma":0.00009393076,"threshold_uncertainty_score":0.5793609},"labels":[],"label_agreement":null},{"id":"W4405976475","doi":"10.1093/geroni/igae098.0100","title":"SOCIAL PARTICIPATION OF OLDER ADULTS AT RISK OF MARGINALIZATION: RESULTS FROM A SCOPING REVIEW OF INTERVENTIONS","year":2024,"lang":"en","type":"review","venue":"Innovation in Aging","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Psychological intervention; Gerontology; Psychology; Environmental health; Medicine; Psychiatry","score_opus":0.37438524460316364,"score_gpt":0.5454552092534337,"score_spread":0.17106996465027008,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405976475","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012225861,0.9951322,0.00016937048,0.0002154569,0.00031044096,0.0015675683,0.00015266983,0.000019181705,0.0012105434],"genre_scores_gemma":[0.006583073,0.99249434,0.000075693955,0.000012704885,0.00011478243,0.00013848394,0.00048130512,0.000013833418,0.00008576034],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9955877,0.0006218048,0.0028743458,0.0002893516,0.00048297108,0.00014382444],"domain_scores_gemma":[0.99668837,0.00022494787,0.0024103492,0.00019667816,0.00046408703,0.000015548649],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029442988,0.00014726963,0.00087502925,0.0003314063,0.00009292059,0.00001485261,0.0001761788,0.00012054628,0.00014131333],"category_scores_gemma":[0.0015209812,0.00014001348,0.00029273372,0.0024455155,0.00017048542,0.0001118293,0.000088367735,0.00013625447,0.0000046136065],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014397833,0.0002066385,0.001731624,0.6626044,0.00013989383,4.6849834e-7,0.019388953,0.0000023136583,4.6163692e-7,0.007480567,0.00080230803,0.30762798],"study_design_scores_gemma":[0.00023582175,0.000013979657,0.0004062964,0.98553014,0.0005397778,4.156065e-8,0.00042001955,0.000005500416,0.0000069152347,0.00053420063,0.012173191,0.00013409977],"about_ca_topic_score_codex":0.0013956842,"about_ca_topic_score_gemma":0.0012281052,"teacher_disagreement_score":0.32292578,"about_ca_system_score_codex":0.0002933839,"about_ca_system_score_gemma":0.0002837858,"threshold_uncertainty_score":0.57095844},"labels":[],"label_agreement":null},{"id":"W4405976496","doi":"10.1093/geroni/igae098.0016","title":"CALLING OUT AGEISM: HOW INTERSECTING IDENTITIES AND CONFRONTATION TONE AFFECT PERCEPTIONS OF OLDER CONFRONTERS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Affect (linguistics); Tone (literature); Perception; Psychology; Social psychology; Gender studies; Sociology; Communication; Art; Literature; Neuroscience","score_opus":0.056222091691831205,"score_gpt":0.42330357409509056,"score_spread":0.36708148240325933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405976496","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9346516,0.00037784205,0.058753822,0.0013727888,0.00090099225,0.00014500905,0.0000037879229,0.00007059925,0.0037235753],"genre_scores_gemma":[0.9958921,0.0000048725947,0.00025111067,0.000079951795,0.000074742435,0.00003263907,0.000021180824,0.00001457608,0.0036287955],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9990497,0.00011091114,0.00029324132,0.00024403622,0.00011030873,0.0001917547],"domain_scores_gemma":[0.9995159,0.00019675503,0.00006976751,0.00010457837,0.00009822318,0.000014776761],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006948265,0.00009133399,0.00014969897,0.0006935985,0.000057722475,0.00009215424,0.000064217966,0.00007445253,0.00017773896],"category_scores_gemma":[0.00007327997,0.00009617976,0.000022324375,0.00037215636,0.00012980215,0.00021932779,0.000030830182,0.00028708225,0.000015502523],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006233523,0.0000920639,0.26267815,0.000686666,0.00030685446,0.00013521832,0.57247597,0.00003716009,0.020260423,0.07704548,0.0051808725,0.061038833],"study_design_scores_gemma":[0.002146629,0.00021866427,0.47792038,0.0020583994,0.000069612535,0.00016353297,0.50243026,0.008831833,0.0018654251,0.0032687848,0.0004112185,0.00061525265],"about_ca_topic_score_codex":0.0002562861,"about_ca_topic_score_gemma":0.00018216854,"teacher_disagreement_score":0.21524224,"about_ca_system_score_codex":0.00005998085,"about_ca_system_score_gemma":0.000021899592,"threshold_uncertainty_score":0.39220968},"labels":[],"label_agreement":null},{"id":"W4405976504","doi":"10.1093/geroni/igae098.0511","title":"ASSOCIATIONS BETWEEN NEIGHBORHOOD QUALITY AND COGNITIVE FUNCTION ARE MODERATED BY INTERPERSONAL STRESSOR CONTROL","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Color perception and design","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Stressor; Psychology; Interpersonal communication; Cognition; Quality (philosophy); Control (management); Clinical psychology; Social psychology; Computer science; Psychiatry","score_opus":0.0750446308672764,"score_gpt":0.38579443551889103,"score_spread":0.3107498046516146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405976504","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8422219,0.00021092538,0.14913198,0.0027389831,0.00047039764,0.00026384063,0.00059671485,0.00018698536,0.0041782325],"genre_scores_gemma":[0.9978251,0.0000010324602,0.00001087026,0.0011429774,0.00010897207,0.000048736878,0.0003813299,0.000012779415,0.00046821],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988194,0.00020590574,0.00043609584,0.0002687975,0.0001240786,0.00014574043],"domain_scores_gemma":[0.9992515,0.00037541127,0.00012253532,0.000055254975,0.0001740926,0.000021245332],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059543573,0.00009848177,0.00015852839,0.00032696433,0.000077717545,0.00011524546,0.000029902973,0.0001145392,0.0005587998],"category_scores_gemma":[0.0001504425,0.00010610428,0.000019534824,0.0008489129,0.000030331306,0.00017664603,0.000009640548,0.0002891164,0.00006059364],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001775557,0.00014894067,0.85435957,0.000033694923,0.00040273526,0.0000067278156,0.009555187,0.000009098383,0.003349768,0.03591416,0.009879271,0.086163275],"study_design_scores_gemma":[0.0011913494,0.000037520764,0.9913352,0.00009246676,0.000039486313,8.994682e-7,0.0024029678,0.0021511607,0.000025960493,0.0022711132,0.00030628164,0.00014557916],"about_ca_topic_score_codex":0.000117396135,"about_ca_topic_score_gemma":0.000028754323,"teacher_disagreement_score":0.15560316,"about_ca_system_score_codex":0.00007619616,"about_ca_system_score_gemma":0.000024074641,"threshold_uncertainty_score":0.61184657},"labels":[],"label_agreement":null},{"id":"W4405976689","doi":"10.1093/geroni/igae098.0740","title":"UNIFIED FRAMEWORK FOR MEASURING MOBILITY IN OLDER PEOPLE: EMERGING DATA FROM A CANADIAN AGING COHORT","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Cohort; Gerontology; Older people; Aging in place; Computer science; Psychology; Medicine","score_opus":0.08722261304870692,"score_gpt":0.39577657235962316,"score_spread":0.3085539593109162,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405976689","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94608706,0.00052794314,0.01594446,0.032037925,0.0020062975,0.00084779644,0.00009329001,0.00012935112,0.0023258636],"genre_scores_gemma":[0.9956948,0.00003523726,0.0020009666,0.0016702398,0.00032545486,0.0000674708,0.00012408056,0.000015656826,0.00006605994],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981852,0.00009763323,0.0005268999,0.00040270877,0.0002487304,0.0005387929],"domain_scores_gemma":[0.998769,0.0007073111,0.000055913682,0.00029696105,0.00009227277,0.00007853189],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038946935,0.0000950762,0.00017329666,0.00055496854,0.00031601219,0.00024083396,0.00032939969,0.00010845195,0.00014208307],"category_scores_gemma":[0.001727263,0.000111558096,0.000016310953,0.00248542,0.000032992437,0.00052936666,0.000059603193,0.0003347349,0.000005186298],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000001584432,0.000009014837,0.8632303,0.0001458932,0.000007885671,0.0000055883056,0.019203836,0.0000691028,0.0000024718163,0.11042901,0.0003983519,0.006496975],"study_design_scores_gemma":[0.00015342802,0.0000012166329,0.929383,0.0010519623,0.000005626033,1.38433e-7,0.013043901,0.0074256025,0.0000071885165,0.025777685,0.022953112,0.00019716883],"about_ca_topic_score_codex":0.75547147,"about_ca_topic_score_gemma":0.889238,"teacher_disagreement_score":0.13376653,"about_ca_system_score_codex":0.0007274068,"about_ca_system_score_gemma":0.0010760486,"threshold_uncertainty_score":0.4549207},"labels":[],"label_agreement":null},{"id":"W4405976708","doi":"10.1093/geroni/igae098.0431","title":"AFFORDABLE, ACCESSIBLE HEARING CARE AMONG INDIVIDUALS WITH COGNITIVE IMPAIRMENT: LESSONS FROM THE HEARS RCT","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Hearing Impairment and Communication","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Cognitive impairment; Audiology; Cognition; Medicine; Psychology; Psychiatry; Internal medicine","score_opus":0.05673842608871452,"score_gpt":0.3784909359525212,"score_spread":0.32175250986380666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405976708","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9838596,0.0007435139,0.0010322868,0.0032253324,0.00027831364,0.00040834956,0.000021462833,0.00018173878,0.010249423],"genre_scores_gemma":[0.99840456,0.000010459192,0.00027172372,0.00047874756,0.000106722044,0.00020775455,0.00017902971,0.000031498555,0.0003095069],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998656,0.00016361359,0.00037115175,0.000303257,0.00021516556,0.000290839],"domain_scores_gemma":[0.9990725,0.00036602013,0.0000943024,0.00034528066,0.00010027088,0.00002163081],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006780932,0.00014310922,0.00013112156,0.00034889064,0.00021319643,0.00032570053,0.00026086206,0.00007722252,0.00021658449],"category_scores_gemma":[0.000031422507,0.000109860295,0.000023546892,0.0020592709,0.00007843327,0.0003968918,0.00011698601,0.0004933383,0.000065692504],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002140268,0.00005104259,0.91618353,0.000027525368,0.00009202462,0.000012998629,0.044984605,0.000046789377,0.00005323918,0.0076540527,0.0005954872,0.030277302],"study_design_scores_gemma":[0.00061713875,0.00005024183,0.97134876,0.0011199085,0.000023743229,0.0000041823428,0.022985939,0.000215505,0.00023058208,0.0009518381,0.0022783352,0.00017382936],"about_ca_topic_score_codex":0.0023843998,"about_ca_topic_score_gemma":0.0003251449,"teacher_disagreement_score":0.055165228,"about_ca_system_score_codex":0.000114564726,"about_ca_system_score_gemma":0.00008520262,"threshold_uncertainty_score":0.44799727},"labels":[],"label_agreement":null},{"id":"W4405976770","doi":"10.1093/geroni/igae098.0013","title":"THE INFLUENCE OF MEDIA PORTRAYALS ON AGEISM: A CASE STUDY OF THE GOLDEN BACHELOR","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University of Ottawa","funders":"","keywords":"Bachelor; Psychology; Art; Advertising; Sociology; Media studies; History; Business; Archaeology","score_opus":0.06791642565565234,"score_gpt":0.4131109513000337,"score_spread":0.34519452564438136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405976770","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.994505,0.00013847766,0.000014970816,0.0012531733,0.000366363,0.0002382944,0.0000022698446,0.000018629793,0.0034628448],"genre_scores_gemma":[0.99920446,8.241335e-7,0.000006470671,0.00008691373,0.000032267457,0.00004649924,6.9744056e-7,0.000007921919,0.0006139757],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99880874,0.0002151437,0.0004516874,0.00016906003,0.00020192635,0.00015343589],"domain_scores_gemma":[0.99867517,0.0007333081,0.000108274275,0.00035157206,0.00012350564,0.000008199497],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015003942,0.00006546885,0.0001072108,0.0002378627,0.00007121857,0.00001643589,0.00021473075,0.000046536952,0.000026270993],"category_scores_gemma":[0.0002725262,0.00003894416,0.000017199327,0.0014792591,0.00012708774,0.000040469684,0.00005284723,0.0003440477,0.00001044735],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000111677036,0.0006499698,0.49645674,0.00012744125,0.00031497973,0.0025143109,0.29045457,0.00047712226,0.0014313322,0.07890411,0.0036526322,0.12490514],"study_design_scores_gemma":[0.00089868647,0.00018635947,0.91224194,0.00030081137,0.000022114446,0.0004074282,0.08255259,0.00018128772,0.00052831665,0.0018636159,0.0006759536,0.00014087443],"about_ca_topic_score_codex":0.0012568728,"about_ca_topic_score_gemma":0.00039684665,"teacher_disagreement_score":0.41578522,"about_ca_system_score_codex":0.000024303363,"about_ca_system_score_gemma":0.000048953774,"threshold_uncertainty_score":0.1900024},"labels":[],"label_agreement":null},{"id":"W4405976782","doi":"10.1093/geroni/igae098.0221","title":"WHY MEASUREMENT MATTERS IN UNDERSTANDING SOCIAL CONNECTIONS: REFLECTIONS ON MEASURING SOCIAL ISOLATION","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Social Capital and Networks","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Isolation (microbiology); Social isolation; Sociology; Data science; Psychology; Social psychology; Computer science; Biology; Psychotherapist; Bioinformatics","score_opus":0.26525752543861164,"score_gpt":0.3852485782022046,"score_spread":0.11999105276359295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405976782","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40177372,0.000422486,0.10498009,0.3378949,0.0100086965,0.0015167085,0.000008509222,0.0013514188,0.14204349],"genre_scores_gemma":[0.9969709,0.00001037774,0.00003009198,0.001960985,0.0009100556,0.000046063127,0.0000047942835,0.000014813388,0.00005192613],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9984176,0.00019122566,0.00036611268,0.00022486506,0.000523348,0.00027680563],"domain_scores_gemma":[0.99966687,0.00010243436,0.00007082681,0.000033721954,0.00011141694,0.000014731776],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002037015,0.00009448403,0.00010881071,0.0007910615,0.00096258416,0.00021927705,0.000069756235,0.000117451025,0.000054758115],"category_scores_gemma":[0.00013226418,0.00011506272,0.00003886789,0.003772782,0.00008100524,0.0003873018,0.0000140438215,0.0003446007,0.000011362339],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001781014,0.00004208826,0.0010346116,0.000027834094,0.00001942318,0.0000047801586,0.12939715,0.00020952876,0.0011463319,0.8573194,0.007352408,0.0034286247],"study_design_scores_gemma":[0.0015857707,0.000076520664,0.021837996,0.0015365139,0.0000396232,0.0000021775325,0.3529455,0.002601681,0.00026914434,0.51761997,0.10025531,0.0012298079],"about_ca_topic_score_codex":0.001251925,"about_ca_topic_score_gemma":0.008409861,"teacher_disagreement_score":0.59519714,"about_ca_system_score_codex":0.0029874586,"about_ca_system_score_gemma":0.00013082982,"threshold_uncertainty_score":0.78121},"labels":[],"label_agreement":null},{"id":"W4405976784","doi":"10.1093/geroni/igae098.0361","title":"GAIT SPEED MODERATES EFFICACY OF HOME-BASED EXERCISE ON FALLS IN OLDER ADULTS WITH PREVIOUS FALL","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Falls in older adults; Physical medicine and rehabilitation; Gait; Medicine; Fall prevention; Physical therapy; Human factors and ergonomics; Poison control; Medical emergency","score_opus":0.021669019778081243,"score_gpt":0.3374649165146138,"score_spread":0.3157958967365326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405976784","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9956795,0.00023944124,0.0008359361,0.00041840694,0.00029975595,0.0011687005,0.000009163834,0.00010853367,0.0012405936],"genre_scores_gemma":[0.9986263,0.00004080269,0.0003569557,0.00034183124,0.00006948013,0.00010450899,0.00010780051,0.000032046813,0.00032027203],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99816793,0.0001384197,0.00083104376,0.0003279887,0.00023333245,0.0003012979],"domain_scores_gemma":[0.9991087,0.00026395023,0.00020987018,0.00021291155,0.00018212643,0.000022494301],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007172729,0.00015769982,0.0002713824,0.00083657145,0.00007066904,0.000018957771,0.00010537836,0.00013284925,0.00001792593],"category_scores_gemma":[0.00005901254,0.00013678573,0.000026338126,0.0019082418,0.000028408898,0.000172355,0.000023429422,0.0005447921,0.000042681502],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026600836,0.0035225942,0.8158296,0.0100663025,0.00007160564,0.000110425004,0.049519107,0.002985827,0.013224871,0.018738333,0.0022757263,0.08099557],"study_design_scores_gemma":[0.00668843,0.000101418234,0.9333712,0.03181083,0.000014492572,5.1179745e-7,0.0013565023,0.02509137,0.00023812064,0.0008614743,0.0001736109,0.00029203962],"about_ca_topic_score_codex":0.00024887503,"about_ca_topic_score_gemma":0.0001739717,"teacher_disagreement_score":0.11754164,"about_ca_system_score_codex":0.00014529434,"about_ca_system_score_gemma":0.00018746877,"threshold_uncertainty_score":0.55779606},"labels":[],"label_agreement":null},{"id":"W4405976905","doi":"10.1093/geroni/igae098.0739","title":"DIGITAL MOBILITY MONITORING FOR HEALTHY AGING: RESULTS FROM LARGE AGING COHORTS IN EUROPE AND CANADA","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Gerontology; Healthy aging; Aging in place; Medicine","score_opus":0.03777507022692834,"score_gpt":0.35658680268249493,"score_spread":0.3188117324555666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405976905","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97788334,0.0004174673,0.00022181105,0.01765797,0.0014046703,0.00031550188,0.0001249407,0.000059119604,0.0019151738],"genre_scores_gemma":[0.9982623,0.000059981186,0.000119328775,0.0009214573,0.0003490006,0.000023257566,0.000042663407,0.000010950614,0.00021105431],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984369,0.000057125104,0.00056477997,0.000295648,0.00022352404,0.000422012],"domain_scores_gemma":[0.9989828,0.0006837373,0.000069268426,0.000090977745,0.00011650066,0.000056734218],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017020953,0.00008366174,0.00014681446,0.00018457093,0.00023602252,0.0002669958,0.00008045627,0.000040626586,0.0000035380478],"category_scores_gemma":[0.0011386015,0.000092211965,0.000008921289,0.0011430584,0.00002983,0.00043022088,0.000038931026,0.0001918534,5.367293e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000972914,0.000012520367,0.9715366,0.00015160916,0.000003475331,0.00001640147,0.0074900053,0.00002445414,0.0000035086791,0.007955714,0.0006259986,0.012170007],"study_design_scores_gemma":[0.000737572,0.000008003844,0.7253274,0.0008221531,0.0000024058436,3.788638e-7,0.010644963,0.0010817314,0.000036634603,0.0014750473,0.25963214,0.00023163558],"about_ca_topic_score_codex":0.72779953,"about_ca_topic_score_gemma":0.6511804,"teacher_disagreement_score":0.2590061,"about_ca_system_score_codex":0.0004883615,"about_ca_system_score_gemma":0.000919747,"threshold_uncertainty_score":0.37602946},"labels":[],"label_agreement":null},{"id":"W4405977242","doi":"10.1093/geroni/igae098.1106","title":"WHO FITS AND HOW? SUPPORTING TENANCY AND FOSTERING BELONGING IN HOUSING FOR OLDER PERSONS EXPERIENCING HOMELESSNESS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Leasehold estate; Gerontology; Multitenancy; Psychology; Political science; Medicine; Computer science; Operating system","score_opus":0.06224367847238452,"score_gpt":0.4138856504522914,"score_spread":0.3516419719799069,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405977242","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99262416,0.0011917776,0.004137378,0.000842546,0.00038657128,0.0005305666,0.000004839217,0.00009778689,0.00018438873],"genre_scores_gemma":[0.998889,0.00006591789,0.00043482418,0.0000759837,0.00018609787,0.00023191137,0.000009117748,0.00004098988,0.00006615174],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9984684,0.00007439157,0.0005097127,0.00034374738,0.000113321315,0.0004904404],"domain_scores_gemma":[0.9992964,0.00036691633,0.00013571014,0.000077552,0.000093339666,0.000030044033],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012138226,0.00014487466,0.00034292933,0.0006776916,0.000472676,0.00013523112,0.00005187868,0.00012214233,0.000007709824],"category_scores_gemma":[0.00020197334,0.0001462359,0.000015362624,0.0011253846,0.000032315085,0.0005539556,0.00013299492,0.0003564448,4.2014798e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005030145,0.000006663528,0.2974573,0.0016841828,0.000006342769,0.000021633907,0.5734352,0.000012038984,0.0020210894,0.006367843,0.000008182223,0.11897452],"study_design_scores_gemma":[0.0010633845,0.000015456691,0.09985749,0.008707249,0.000008617642,0.0000011408948,0.8749579,0.012354138,0.000616909,0.0014221558,0.0005706146,0.00042490385],"about_ca_topic_score_codex":0.00026392454,"about_ca_topic_score_gemma":0.0012377216,"teacher_disagreement_score":0.30152276,"about_ca_system_score_codex":0.00014225557,"about_ca_system_score_gemma":0.000088314766,"threshold_uncertainty_score":0.5963327},"labels":[],"label_agreement":null},{"id":"W4405977269","doi":"10.1093/geroni/igae098.1295","title":"COMMUNITY ENGAGEMENT IN DIFFERENT NATIONAL CONTEXTS: BUILDING BRIDGES AND AGE-FRIENDLY ENVIRONMENTS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Architectural engineering; Environmentally friendly; Engineering; Ecology; Biology","score_opus":0.05178813848266574,"score_gpt":0.33910709112790355,"score_spread":0.2873189526452378,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405977269","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9936094,0.000303834,0.0019732914,0.0016454369,0.00021471236,0.00014715196,0.0000030685371,0.00003758464,0.0020654772],"genre_scores_gemma":[0.9989704,0.00013624136,0.00014112073,0.00016025268,0.00012220003,0.0000306397,0.000011557606,0.000005828509,0.00042175656],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9988644,0.0002750978,0.00028583498,0.00013638595,0.00028682192,0.00015145914],"domain_scores_gemma":[0.99963456,0.0002221077,0.00004943933,0.000052646865,0.000027562239,0.000013661288],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018810906,0.000080946666,0.00009831555,0.00038414294,0.0004179519,0.00013447073,0.00008174601,0.000030507588,0.000020059253],"category_scores_gemma":[0.00024828728,0.00008037707,0.00001051174,0.00053258275,0.00010811583,0.00024647682,0.000063511565,0.00027097657,0.0000023438636],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002994642,0.00008290506,0.14799504,0.000049423114,0.000021471476,0.00000942494,0.5117356,0.000064618805,0.0009564464,0.33061057,0.0011774898,0.0072940006],"study_design_scores_gemma":[0.0003073459,0.000011374846,0.9358844,0.00022556531,0.0000037055222,3.779251e-7,0.008808192,0.00050910073,0.00018641772,0.020771591,0.03313571,0.00015617775],"about_ca_topic_score_codex":0.0056524347,"about_ca_topic_score_gemma":0.007911887,"teacher_disagreement_score":0.7878894,"about_ca_system_score_codex":0.00026952423,"about_ca_system_score_gemma":0.00003592673,"threshold_uncertainty_score":0.8544828},"labels":[],"label_agreement":null},{"id":"W4405977271","doi":"10.1093/geroni/igae098.1298","title":"BUILDING COMMUNITY IN PRACTICE AND RESEARCH OF HEALTHY LONG-TERM CARE ENVIRONMENTS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Term (time); Long-term care; Gerontology; Medicine; Psychology; Nursing; Physics","score_opus":0.13496835994479559,"score_gpt":0.5270279421829147,"score_spread":0.3920595822381191,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405977271","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99389434,0.0014988248,0.00025882936,0.002328677,0.00039086095,0.0003168658,0.0000030314118,0.000017180613,0.0012914183],"genre_scores_gemma":[0.99900615,0.00013625517,0.00055283756,0.00013712207,0.00005937484,0.000031136173,0.000018478371,0.000011030174,0.000047608348],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99793667,0.0009907306,0.0004930245,0.00012752309,0.00021345771,0.00023856912],"domain_scores_gemma":[0.9982707,0.0013522484,0.00008664874,0.00016067068,0.0001129649,0.000016777863],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003714834,0.000055020373,0.00011619243,0.00095875777,0.00025901993,0.00001410032,0.00007550494,0.000082622966,0.000013084791],"category_scores_gemma":[0.00049629586,0.00005813617,0.000006470859,0.0018365768,0.00004876695,0.00020823145,0.00011473253,0.0013669308,0.0000056609447],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000115801944,0.000108719585,0.6908184,0.0032001375,0.000013006236,0.000028601324,0.20465049,0.000018274684,0.004563366,0.011585559,0.00057508994,0.084322535],"study_design_scores_gemma":[0.0008076719,0.000098869765,0.8858998,0.0030659172,0.000006879963,0.0000034765344,0.1021128,0.0000646895,0.00033696718,0.0013234405,0.006161847,0.000117676966],"about_ca_topic_score_codex":0.0024422023,"about_ca_topic_score_gemma":0.0002791896,"teacher_disagreement_score":0.19508134,"about_ca_system_score_codex":0.0004097172,"about_ca_system_score_gemma":0.0001503767,"threshold_uncertainty_score":0.593871},"labels":[],"label_agreement":null},{"id":"W4405977794","doi":"10.1093/geroni/igae098.0892","title":"INDIGENOUS EXPLANATORY MODELS OF DEMENTIA: RESULTS FROM HEALTHY OLDER ADULTS IN NORTH AMERICA","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dementia; Indigenous; Explanatory model; Gerontology; Geography; Demography; Medicine; Psychology; Statistics; Sociology; Mathematics; Biology; Ecology; Disease; Internal medicine","score_opus":0.02063953654968499,"score_gpt":0.30634511360630295,"score_spread":0.285705577056618,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405977794","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98753893,0.0009387268,0.0004917717,0.0004940176,0.00082592736,0.00046372722,0.000042428917,0.000055095414,0.009149352],"genre_scores_gemma":[0.9972985,0.0015753442,0.00042558202,0.00016700849,0.00021999536,0.000009330371,0.00017968574,0.0000112981315,0.000113266135],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.998073,0.00015573416,0.0008138954,0.00028683883,0.00031972793,0.0003508508],"domain_scores_gemma":[0.9992563,0.00018801956,0.00020219544,0.00014095644,0.00017570637,0.000036780304],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009301525,0.00008944568,0.00015199167,0.0008017394,0.00057900295,0.00003629578,0.00015283516,0.00008631974,0.00002337521],"category_scores_gemma":[0.000014513505,0.00008910084,0.00001674147,0.0028775807,0.00007670036,0.00038370735,0.000002102172,0.00022509052,0.000011921063],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030572086,0.00010524071,0.007688103,0.00007294922,0.000010078236,0.0000066136417,0.96762645,0.00031019212,0.0000010594662,0.018456683,0.00008057957,0.005611467],"study_design_scores_gemma":[0.0047556073,0.00023358664,0.20154108,0.0035770822,0.00004163302,0.0000021242543,0.29986468,0.006976015,0.00028727957,0.029381117,0.45179048,0.0015492997],"about_ca_topic_score_codex":0.34554642,"about_ca_topic_score_gemma":0.74168587,"teacher_disagreement_score":0.6677618,"about_ca_system_score_codex":0.00037318756,"about_ca_system_score_gemma":0.005607944,"threshold_uncertainty_score":0.9948252},"labels":[],"label_agreement":null},{"id":"W4405978006","doi":"10.1093/geroni/igae098.0632","title":"THE RELATIONSHIPS BETWEEN RELIGIOUS SERVICE ATTENDANCE, SPIRITUALITY, LONELINESS, AND SOCIAL ISOLATION","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Religion, Spirituality, and Psychology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Loneliness; Spirituality; Attendance; Social isolation; Isolation (microbiology); Psychology; Service (business); Sociology; Social work; Social psychology; Psychotherapist; Medicine; Political science; Biology; Business; Bioinformatics; Pathology","score_opus":0.08493331723691513,"score_gpt":0.3880285196706161,"score_spread":0.3030952024337009,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405978006","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7645114,0.0012356096,0.0032983625,0.22129065,0.0010251945,0.00025580128,0.0000069613843,0.00019227083,0.00818376],"genre_scores_gemma":[0.9970007,0.00011541563,0.00012174439,0.0013798169,0.0011103135,0.000017409538,0.00003347154,0.000012052991,0.0002090997],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99831146,0.00037922672,0.0005493222,0.000255806,0.0002637159,0.00024045072],"domain_scores_gemma":[0.9989179,0.00058838335,0.000113738504,0.000111021785,0.0002492348,0.000019758145],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038345375,0.000093038754,0.00011530266,0.00023924583,0.0011284576,0.00032556595,0.00014804557,0.00016314548,0.0000055112027],"category_scores_gemma":[0.00023900432,0.00008488513,0.00002024139,0.002427653,0.00019979847,0.00031192176,0.00003507873,0.00038617302,0.00003271425],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000075996477,0.000011677704,0.44746825,0.000068709414,0.000018549097,0.000002930933,0.0721681,0.000008291055,0.000055800076,0.44743162,0.021101343,0.011657124],"study_design_scores_gemma":[0.0003196643,0.000009045649,0.48262975,0.00012891255,0.000017852966,0.000002833054,0.013608499,0.000301109,0.000007734208,0.281327,0.22136459,0.00028298958],"about_ca_topic_score_codex":0.0031637766,"about_ca_topic_score_gemma":0.010570082,"teacher_disagreement_score":0.23248929,"about_ca_system_score_codex":0.00008566529,"about_ca_system_score_gemma":0.000113860995,"threshold_uncertainty_score":0.86792976},"labels":[],"label_agreement":null},{"id":"W4405978012","doi":"10.1093/geroni/igae098.0470","title":"EXPERIENCES OF SENIOR SCHOLARS AND PROFESSORS EMERITI: FOCUS GROUP RESULTS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Education, Management, Technology, Human Resources","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Group (periodic table); Focus group; Focus (optics); Psychology; Medical education; Sociology; Medicine; Chemistry; Anthropology; Physics","score_opus":0.10244867410806986,"score_gpt":0.4209601583367532,"score_spread":0.31851148422868336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405978012","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9912313,0.0004721048,0.00092234253,0.004282767,0.00058082637,0.00020920695,0.000003029623,0.00010992506,0.0021884819],"genre_scores_gemma":[0.9977197,0.000014074504,0.0014371086,0.00009010307,0.0000520038,0.000069137626,0.0000043029386,0.00000898313,0.0006045813],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99757344,0.00012010243,0.001058639,0.00048287952,0.0005899602,0.00017499889],"domain_scores_gemma":[0.99862975,0.00047725948,0.00028598594,0.00035220853,0.00023929603,0.000015496402],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0049210163,0.00010252311,0.00016236678,0.0022483452,0.00010487525,0.00033784838,0.00042520912,0.00006729507,0.000075348726],"category_scores_gemma":[0.0028821335,0.00008820897,0.00001834207,0.0052285586,0.0002619899,0.00073518907,0.0001657222,0.0002133799,0.000014771871],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003368387,0.000121114215,0.06520695,0.00013221492,0.000037231304,0.000020638021,0.23577839,0.00003986465,0.004946913,0.35086283,0.009491011,0.33332917],"study_design_scores_gemma":[0.0007032586,0.00008119449,0.094773114,0.00058500277,0.000009928354,0.000011023975,0.6212424,0.0015281115,0.0065279747,0.21921286,0.054909665,0.00041543908],"about_ca_topic_score_codex":0.000055132157,"about_ca_topic_score_gemma":0.00007021323,"teacher_disagreement_score":0.38546404,"about_ca_system_score_codex":0.00003531078,"about_ca_system_score_gemma":0.000030897503,"threshold_uncertainty_score":0.35970578},"labels":[],"label_agreement":null},{"id":"W4405980926","doi":"10.1093/geroni/igae098.4249","title":"PICOLINIC ACID, A CATABOLITE OF TRYPTOPHAN, HAS AN ANABOLIC EFFECT ON MYOBLASTS AND INCREASES MOBILITY IN C. ELEGANS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Mitochondrial Function and Pathology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Catabolite repression; Picolinic acid; Tryptophan; Anabolism; Chemistry; Cell biology; Biochemistry; Biology; Amino acid","score_opus":0.016176337458409826,"score_gpt":0.2979222231122604,"score_spread":0.28174588565385056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405980926","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9985451,0.00044008502,0.00035214814,0.00010154418,0.00020873934,0.00017643004,0.000013894733,0.000012938295,0.00014911199],"genre_scores_gemma":[0.99925256,0.00002677267,0.00010987306,0.00028296615,0.0001386211,0.00003352408,0.00011013967,0.00000998706,0.000035558376],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99906033,0.00013898544,0.00032114415,0.000297963,0.000060021834,0.000121566074],"domain_scores_gemma":[0.9996717,0.00003650536,0.000047985613,0.00017823305,0.00004547165,0.000020130672],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047366298,0.00009700428,0.00013980016,0.00032731742,0.000020168376,0.000023532752,0.000053516636,0.00010319871,0.000012021846],"category_scores_gemma":[0.0002380698,0.000094022864,0.000017535112,0.00063191657,0.000058811343,0.000010194367,0.000028544486,0.00012161471,0.0000022097975],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017223453,0.00009365428,0.040679436,0.00010099456,0.000007680943,0.000008185561,0.00023624557,0.00004226909,0.94498557,0.001633776,0.00007582024,0.011964125],"study_design_scores_gemma":[0.0018035814,0.001152487,0.19902112,0.0002473622,0.000010106108,0.00002970676,0.00011220157,0.0006145634,0.7834165,0.0006906304,0.012612328,0.00028942298],"about_ca_topic_score_codex":0.00018463896,"about_ca_topic_score_gemma":0.00025972485,"teacher_disagreement_score":0.16156909,"about_ca_system_score_codex":0.000013721222,"about_ca_system_score_gemma":0.00006104805,"threshold_uncertainty_score":0.3834141},"labels":[],"label_agreement":null},{"id":"W4405980950","doi":"10.1093/geroni/igae098.4271","title":"IN-HOME ASSISTIVE TECHNOLOGY PROTECTS DEMENTIA CAREGIVERS FROM WORSENING SLEEP EFFICIENCY","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Dementia; Sleep (system call); Assistive technology; Gerontology; Medicine; Physical medicine and rehabilitation; Psychology; Audiology; Computer science; Human–computer interaction; Operating system; Internal medicine","score_opus":0.012701308018769277,"score_gpt":0.2877600308457541,"score_spread":0.2750587228269848,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405980950","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9850429,0.00087392534,0.0058020325,0.003575962,0.00078621355,0.00025681523,0.0000022554057,0.0001822598,0.0034776109],"genre_scores_gemma":[0.99890745,0.000026214972,0.00055943715,0.0000612357,0.00017457792,0.000055661516,0.0000047026556,0.00000779036,0.00020290527],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9989054,0.00005844642,0.00029552344,0.0002741086,0.00021877326,0.0002477439],"domain_scores_gemma":[0.99963576,0.000087776934,0.00007741974,0.000077140656,0.00011044949,0.000011458765],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005691019,0.00008901845,0.0001148662,0.0011300201,0.0002633314,0.0000925047,0.00012474979,0.000078605124,0.00005747403],"category_scores_gemma":[0.00020617856,0.000095391646,0.000015325215,0.0045242915,0.00012473512,0.00030491364,0.000041402636,0.00022644864,0.000017658864],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000057851844,0.000041356758,0.25834587,0.00003834024,0.000061121515,0.00007634854,0.5824159,0.00024708104,0.0009525952,0.14018784,0.0010630478,0.016564718],"study_design_scores_gemma":[0.0019226652,0.000079315025,0.60726297,0.0020950832,0.0000730453,0.0000025836919,0.10771882,0.007613114,0.0042250855,0.14877257,0.11864149,0.0015932338],"about_ca_topic_score_codex":0.011269922,"about_ca_topic_score_gemma":0.012692949,"teacher_disagreement_score":0.47469708,"about_ca_system_score_codex":0.00020543173,"about_ca_system_score_gemma":0.000119224635,"threshold_uncertainty_score":0.9953141},"labels":[],"label_agreement":null},{"id":"W4405980989","doi":"10.1093/geroni/igae098.2307","title":"RESTING STATE ELECTROENCEPHALOGRAPHY AND INHIBITORY CONTROL IN COGNITIVELY UNIMPAIRED OLDER ADULTS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Electroencephalography; Inhibitory control; Inhibitory postsynaptic potential; Audiology; Neuroscience; Psychology; Medicine; Physical medicine and rehabilitation; Cognition","score_opus":0.015718768091758643,"score_gpt":0.2691340793888182,"score_spread":0.2534153112970596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405980989","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9957682,0.00014888964,0.0024003398,0.00079135475,0.00021792996,0.00021281985,0.0000053506337,0.00012293439,0.00033217715],"genre_scores_gemma":[0.9986881,0.000009034675,0.00009801846,0.001094856,0.000051720384,0.000021628362,0.000001805833,0.000011858655,0.00002296584],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987678,0.00010641434,0.00037598077,0.0003689529,0.00013471743,0.00024614308],"domain_scores_gemma":[0.99940324,0.0004082295,0.00006256373,0.000056976434,0.000052754065,0.000016245715],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004428396,0.00010726158,0.00010811298,0.0009853768,0.00004683156,0.00014191841,0.00007675241,0.000029391882,0.0000029463592],"category_scores_gemma":[0.00020092636,0.00010594428,0.000011808342,0.0023261271,0.000075697746,0.0003721319,0.000029854345,0.00028131608,0.0000025675945],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000119463344,0.0001014331,0.10643728,0.00030200082,0.000009686356,0.00042715282,0.016378451,0.0002325508,0.7400513,0.004304047,0.0003676232,0.13126901],"study_design_scores_gemma":[0.006042979,0.0002934802,0.32643315,0.008675741,0.000008793938,0.00013938615,0.0016344142,0.17498359,0.46731958,0.012568957,0.00094348745,0.0009564428],"about_ca_topic_score_codex":0.000039848495,"about_ca_topic_score_gemma":0.000021697377,"teacher_disagreement_score":0.27273172,"about_ca_system_score_codex":0.000033307886,"about_ca_system_score_gemma":0.00003464481,"threshold_uncertainty_score":0.43202823},"labels":[],"label_agreement":null},{"id":"W4405981005","doi":"10.1093/geroni/igae098.3050","title":"ROLE OF GAIT SPEED, OLFACTION, AND PSYCHOLOGICAL FACTORS IN COGNITIVE FUNCTION AMONG OLDER ADULTS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Olfactory and Sensory Function Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Gait; Cognition; Olfaction; Psychology; Cognitive psychology; Physical medicine and rehabilitation; Medicine; Neuroscience","score_opus":0.1153129818185878,"score_gpt":0.31710097253341885,"score_spread":0.20178799071483106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405981005","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9972673,0.000054593413,0.00018458009,0.00006498142,0.00053360534,0.00016498077,0.000005945385,0.00006400446,0.0016600162],"genre_scores_gemma":[0.9996937,0.0000151459335,0.0000039241263,0.000111323134,0.000037492147,0.0000075690045,0.000004515035,0.0000074171558,0.000118907505],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99895597,0.00006340425,0.00037053926,0.0003410489,0.00014216788,0.00012688468],"domain_scores_gemma":[0.999549,0.00023815545,0.00007793116,0.000053974676,0.00006838335,0.00001257564],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001762534,0.000102498576,0.00012339526,0.0005787509,0.000057458074,0.00003486859,0.00002942827,0.00006116245,0.00009246767],"category_scores_gemma":[0.00034873007,0.00009069648,0.000016323791,0.001515799,0.000102898564,0.00037694775,0.000020926052,0.00023430411,0.0000072200714],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013949248,0.00014291557,0.8492667,0.000073136165,0.000008346495,0.000010909724,0.0075550657,0.000053543077,0.12807108,0.003256716,0.00006327704,0.011358814],"study_design_scores_gemma":[0.00043608068,0.000056943496,0.9581905,0.00027164584,0.0000047875114,0.0000031620857,0.005627396,0.0006054054,0.033639316,0.00087837054,0.00017345478,0.00011295604],"about_ca_topic_score_codex":0.00002307629,"about_ca_topic_score_gemma":0.000018558363,"teacher_disagreement_score":0.10892378,"about_ca_system_score_codex":0.000025485284,"about_ca_system_score_gemma":0.0000062339514,"threshold_uncertainty_score":0.3698495},"labels":[],"label_agreement":null},{"id":"W4405981013","doi":"10.1093/geroni/igae098.2711","title":"COGNITIVE PERFORMANCE DIFFERENTIALLY MODERATES THE ASSOCIATION BETWEEN GAIT VELOCITY AND FALL RISK","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Association (psychology); Gait; Cognition; Physical medicine and rehabilitation; Psychology; Effects of sleep deprivation on cognitive performance; Cognitive psychology; Medicine; Neuroscience; Psychotherapist","score_opus":0.03296971213933577,"score_gpt":0.35007753786967405,"score_spread":0.3171078257303383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405981013","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9916844,0.00014919015,0.004411776,0.00078040303,0.00042162638,0.00036457035,0.00003249525,0.00009213754,0.0020633943],"genre_scores_gemma":[0.99812496,0.00026038333,0.000057152633,0.0002668035,0.00033031174,0.000077995595,0.000107704735,0.000012924491,0.0007617934],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986461,0.00028855944,0.00046533576,0.00019275397,0.00017633568,0.00023095419],"domain_scores_gemma":[0.9988046,0.00067864393,0.00022981352,0.00006749164,0.00020581191,0.000013589731],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016663094,0.00009499944,0.00012802512,0.00017592983,0.00049464963,0.00005766331,0.00005776699,0.00012504187,0.0000071977456],"category_scores_gemma":[0.00023918817,0.00007438971,0.000015871874,0.0006903611,0.000022551449,0.00027509299,0.000053202624,0.0007543072,0.000043232565],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000072870603,0.000016063117,0.9691,0.00016820827,0.00004257122,3.4826164e-7,0.0041554417,0.0000016238894,0.00030071003,0.0021231826,0.00025998012,0.023824593],"study_design_scores_gemma":[0.00040147433,0.000010127019,0.9824411,0.0006836071,0.000028646193,1.4159e-7,0.000627694,0.010912515,0.000016547408,0.004340968,0.0004505616,0.00008657255],"about_ca_topic_score_codex":0.00016453236,"about_ca_topic_score_gemma":0.00012593693,"teacher_disagreement_score":0.023738021,"about_ca_system_score_codex":0.00017185142,"about_ca_system_score_gemma":0.000075799166,"threshold_uncertainty_score":0.38044953},"labels":[],"label_agreement":null},{"id":"W4405981059","doi":"10.1093/geroni/igae098.3053","title":"THE LINK BETWEEN INTRAINDIVIDUAL VARIABILITY IN COGNITIVE PERFORMANCE AND MOBILITY IN CHRONIC STROKE","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Chronic stroke; Link (geometry); Stroke (engine); Cognition; Psychology; Physical medicine and rehabilitation; Medicine; Neuroscience; Computer science; Computer network; Engineering","score_opus":0.04132870028383221,"score_gpt":0.3675603929058854,"score_spread":0.32623169262205315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405981059","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9915298,0.00021561673,0.000161577,0.0068792724,0.00014207615,0.000291508,0.0000055954583,0.000042680076,0.0007318556],"genre_scores_gemma":[0.9993936,0.0001030855,0.00004581774,0.00014249014,0.00017950297,0.00004126885,0.000023477587,0.0000043400896,0.0000664309],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991243,0.00005390241,0.0003948368,0.00018876171,0.00007612585,0.00016210934],"domain_scores_gemma":[0.99940044,0.00040670316,0.000036415728,0.00009690822,0.000046345293,0.000013189729],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024350244,0.00006404034,0.00011697053,0.00040891432,0.00006898042,0.00002187534,0.00004118031,0.00009614701,0.000028777746],"category_scores_gemma":[0.0003182791,0.000051910894,0.000006765928,0.0008061834,0.00015520745,0.000091689944,0.000023947352,0.0007252434,0.0000025988413],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008277463,0.000015253749,0.72032046,0.00015555884,0.0000044389926,0.0000010990375,0.0022269064,0.0000010347275,0.000021388016,0.0074573853,0.00000947487,0.26977873],"study_design_scores_gemma":[0.00040755564,0.00004388408,0.992052,0.00039904483,0.000003850017,0.0000018603253,0.0006917842,0.0007050666,0.00015658766,0.003893921,0.0015960446,0.00004839351],"about_ca_topic_score_codex":0.000034746852,"about_ca_topic_score_gemma":0.00012757465,"teacher_disagreement_score":0.27173153,"about_ca_system_score_codex":0.000342556,"about_ca_system_score_gemma":0.00034694924,"threshold_uncertainty_score":0.31508622},"labels":[],"label_agreement":null},{"id":"W4405981073","doi":"10.1093/geroni/igae098.2065","title":"BARRIERS AND FACILITATORS TO HELP-SEEKING FOR ELDER ABUSE: A QUALITATIVE STUDY FROM THE PERSPECTIVE OF VICTIMS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Perspective (graphical); Qualitative research; Elder abuse; Psychology; Medicine; Medical emergency; Sociology; Suicide prevention; Poison control; Computer science","score_opus":0.036378809062976136,"score_gpt":0.40490335188962534,"score_spread":0.3685245428266492,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405981073","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9917963,0.00037122224,0.0041343267,0.0021811118,0.00017752491,0.00058192585,0.000015884132,0.000034277895,0.0007074355],"genre_scores_gemma":[0.99930507,0.000015089673,0.00024779813,0.0002262697,0.00006705888,0.00007881067,0.0000011236793,0.000006793585,0.0000519662],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9990555,0.00019895504,0.00023478697,0.00020682917,0.00017197632,0.00013192274],"domain_scores_gemma":[0.998811,0.00085569435,0.00004143674,0.00007097362,0.00019983917,0.00002104531],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013726096,0.000064304695,0.00009926234,0.00021247183,0.0001996874,0.00006289319,0.000092136994,0.00002823554,0.000026795498],"category_scores_gemma":[0.00061279454,0.00005302623,0.000017070543,0.0016647517,0.00008012166,0.00017461462,0.000016850308,0.00009612625,0.000001451147],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011616084,0.000007904297,0.011178457,0.000005486606,0.000035951325,7.110649e-7,0.9590946,0.0000033503757,0.00043457898,0.027530856,0.00013823889,0.0015582505],"study_design_scores_gemma":[0.00015900387,0.000053588457,0.0021858981,0.00017192216,0.000008943289,4.1425416e-8,0.9758317,0.000041496976,0.00023004987,0.019988066,0.0012570394,0.0000722379],"about_ca_topic_score_codex":0.0067103626,"about_ca_topic_score_gemma":0.0043062493,"teacher_disagreement_score":0.016737115,"about_ca_system_score_codex":0.00010232572,"about_ca_system_score_gemma":0.00009743618,"threshold_uncertainty_score":0.99990404},"labels":[],"label_agreement":null},{"id":"W4405981085","doi":"10.1093/geroni/igae098.4377","title":"EVALUATION OF A NURSE PRACTITIONER-LED VIRTUAL BEHAVIORAL MEDICINE PROGRAM: INNOVATIVE NEUROPSYCHIATRIC CARE","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Baycrest Hospital; University of Toronto; Toronto Rehabilitation Institute; University Health Network","funders":"","keywords":"Nurse practitioners; Nursing; Medicine; Psychology; Medical education; Health care; Political science","score_opus":0.08076157392202886,"score_gpt":0.49321206151021263,"score_spread":0.41245048758818376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405981085","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95867276,0.000519333,0.00052152394,0.0022356645,0.0048953155,0.0012316288,0.00003385932,0.00019566041,0.031694263],"genre_scores_gemma":[0.99833715,5.653652e-7,0.00026345655,0.00012012531,0.0001632516,0.0005973748,0.00026452087,0.00002816561,0.00022537794],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9974766,0.00025413945,0.00107862,0.00033451593,0.00064612966,0.00021002203],"domain_scores_gemma":[0.9978419,0.000077408644,0.0003045742,0.00020769575,0.0015455891,0.000022846349],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015337672,0.0001390245,0.00016952836,0.0016623838,0.00004508054,0.000035619818,0.000107675456,0.000072564384,0.00049569836],"category_scores_gemma":[0.00020670352,0.00013980262,0.000029915753,0.0073433765,0.00008711539,0.0004068574,0.00002089004,0.0003070797,0.000066579734],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003740528,0.00074124767,0.0060718874,0.00014434718,0.00003920471,0.000014334063,0.010629033,0.000028190052,0.0002682382,0.19165069,0.0012024037,0.789173],"study_design_scores_gemma":[0.016808951,0.013921326,0.724238,0.010955895,0.0009134802,0.0002679637,0.13771369,0.0062981457,0.0023805082,0.058702417,0.025937196,0.0018624652],"about_ca_topic_score_codex":0.0002235169,"about_ca_topic_score_gemma":0.000053498396,"teacher_disagreement_score":0.78731054,"about_ca_system_score_codex":0.0003816246,"about_ca_system_score_gemma":0.00022051297,"threshold_uncertainty_score":0.5700985},"labels":[],"label_agreement":null},{"id":"W4405981119","doi":"10.1093/geroni/igae098.3291","title":"PAN-CANADIAN ESTIMATES OF THE PREVALENCE ASSOCIATED WITH CRITICAL WANDERING AMONG HOME CARE CLIENTS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo; University of Alberta","funders":"","keywords":"Medicine; Psychology","score_opus":0.0323058967240253,"score_gpt":0.37339398299697346,"score_spread":0.3410880862729482,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405981119","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99569315,0.00028284447,0.00013482409,0.0009217329,0.0010609631,0.00022974562,0.000018463817,0.00005356558,0.0016047318],"genre_scores_gemma":[0.9996012,0.000003711574,0.00006202822,0.000074811986,0.000046739697,0.000027444203,0.000013667851,0.000013807419,0.00015662987],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99899477,0.000074000105,0.00034869142,0.00014745783,0.00016903158,0.00026602656],"domain_scores_gemma":[0.9991595,0.00034917853,0.00006718769,0.0001243409,0.00027582276,0.000023944543],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003554233,0.0000728134,0.00010891665,0.00031836084,0.00023636248,0.000020936823,0.000097787255,0.000079357655,0.000051587685],"category_scores_gemma":[0.00051887485,0.00005335966,0.000015584508,0.0016711997,0.00006813627,0.0001257233,0.000028787586,0.0003491968,0.000004703541],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000289777,0.0000056714766,0.98106104,0.0007830702,0.000008186394,0.000004660051,0.013801629,0.000016236978,0.00009428762,0.0021331904,0.00028758953,0.0018015385],"study_design_scores_gemma":[0.00015601596,0.000013155467,0.9890092,0.0042001237,0.000017917231,4.9435516e-7,0.005161999,0.00034631457,0.00012001275,0.0007384171,0.00015702021,0.00007933108],"about_ca_topic_score_codex":0.0059946254,"about_ca_topic_score_gemma":0.010942058,"teacher_disagreement_score":0.00863963,"about_ca_system_score_codex":0.00033716732,"about_ca_system_score_gemma":0.0003757723,"threshold_uncertainty_score":0.90621203},"labels":[],"label_agreement":null},{"id":"W4405981122","doi":"10.1093/geroni/igae098.3864","title":"LONELINESS AND DEPRESSION AMONG SEXUAL AND GENDER MINORITY OLDER ADULTS WITH COGNITIVE IMPAIRMENT","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Loneliness; Cognitive impairment; Psychology; Depression (economics); Gerontology; Clinical psychology; Cognition; Developmental psychology; Psychiatry; Medicine","score_opus":0.013951119723960306,"score_gpt":0.2968782343381984,"score_spread":0.2829271146142381,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405981122","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99486697,0.00020669187,0.0034135634,0.00014892445,0.0001779827,0.00014547398,0.000003854674,0.000026676329,0.0010098894],"genre_scores_gemma":[0.9994362,0.00001487697,0.000111407746,0.00010322613,0.00015179194,0.000020056588,0.000017293794,0.00000497609,0.00014018481],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993772,0.00003352739,0.00013497844,0.0001851895,0.00016301953,0.000106113075],"domain_scores_gemma":[0.999697,0.00005551958,0.00002934369,0.000024779069,0.00017588818,0.00001744332],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036027608,0.000058927213,0.000050431485,0.00015084173,0.00014771288,0.00013260334,0.000022741619,0.000037472124,0.000009504633],"category_scores_gemma":[0.00003753116,0.000051729738,0.000003730545,0.0004310077,0.00007235349,0.0002432713,0.000024543082,0.0000883583,4.333144e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021522279,0.000024685178,0.8924384,0.00016088928,0.000017882687,0.00002182509,0.06304751,0.000041098512,0.00014161921,0.021959158,0.00011907206,0.022006337],"study_design_scores_gemma":[0.0004618427,0.000017351575,0.93033695,0.00052680663,0.000011259594,0.0000034904544,0.04373903,0.023768594,0.00004506932,0.00085551984,0.000046649606,0.00018743776],"about_ca_topic_score_codex":0.0006809561,"about_ca_topic_score_gemma":0.0015084246,"teacher_disagreement_score":0.037898548,"about_ca_system_score_codex":0.00004413949,"about_ca_system_score_gemma":0.000049745915,"threshold_uncertainty_score":0.21094775},"labels":[],"label_agreement":null},{"id":"W4405981127","doi":"10.1093/geroni/igae098.3562","title":"BUILDING BRIDGES ACROSS GENERATIONS: THE INTERGENERATIONAL CLASSROOM","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Youth Education and Societal Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Sociology; Mathematics education; Psychology","score_opus":0.04761416261913938,"score_gpt":0.4005757023038616,"score_spread":0.3529615396847222,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405981127","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89446795,0.00030591304,0.06011904,0.03689871,0.003334295,0.00017939856,0.000010159962,0.00014919661,0.004535317],"genre_scores_gemma":[0.9936697,0.000036405603,0.0016203357,0.0011869171,0.00083588815,0.000041589592,0.00002694352,0.000008510014,0.0025737374],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990348,0.00008893723,0.00029925784,0.00015509324,0.00023874556,0.00018316659],"domain_scores_gemma":[0.9995609,0.00014288622,0.00004243706,0.00008256028,0.00015543752,0.000015808128],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014300691,0.000060357794,0.00004982177,0.00012201872,0.0006764162,0.000570903,0.00014448486,0.000051642903,0.00007919712],"category_scores_gemma":[0.0002962431,0.00005252447,0.00002676512,0.0017228457,0.00011797546,0.0003607302,0.000025692558,0.00018495132,0.000025260515],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[3.33796e-7,0.000008459639,0.00437156,0.0000051046477,0.0000052914343,6.1611354e-7,0.048691202,0.000762702,0.00046064396,0.9351804,0.0017768417,0.008736829],"study_design_scores_gemma":[0.0002428312,0.000009302343,0.03346531,0.00022265417,0.000009317095,0.0000044339877,0.07930157,0.12985303,0.00049897155,0.052501563,0.7034199,0.0004710656],"about_ca_topic_score_codex":0.00041728304,"about_ca_topic_score_gemma":0.0013875474,"teacher_disagreement_score":0.88267887,"about_ca_system_score_codex":0.00023276164,"about_ca_system_score_gemma":0.00025500325,"threshold_uncertainty_score":0.5505231},"labels":[],"label_agreement":null},{"id":"W4405981130","doi":"10.1093/geroni/igae098.3216","title":"PARTNER CORRESPONDENCE IN SOCIAL INTERACTION TIME AND WELL-BEING: EVERYDAY EVIDENCE FROM OLDER DYADS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Psychological Well-being and Life Satisfaction","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Psychology; Social relation; Well-being; Developmental psychology; Cognitive psychology; Social psychology; Psychotherapist","score_opus":0.04155135782005992,"score_gpt":0.38107716687332305,"score_spread":0.33952580905326313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405981130","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97660464,0.00022877574,0.0013059636,0.002162602,0.0019043724,0.00014515402,0.0000018028818,0.00013545906,0.017511252],"genre_scores_gemma":[0.9958264,0.000016001943,0.000076202225,0.00062213786,0.00035858425,0.00003928512,0.000020727708,0.00001639286,0.003024251],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983682,0.00022976457,0.0005118077,0.0004914476,0.00016860045,0.00023019603],"domain_scores_gemma":[0.99911135,0.0005980562,0.0000952778,0.00013142297,0.000044192326,0.000019692436],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008549104,0.00014099984,0.00015908103,0.00064034347,0.000067976,0.00012102078,0.0000900771,0.00016448185,0.0018917217],"category_scores_gemma":[0.00015513822,0.00014085535,0.000022037728,0.0015379181,0.00005316587,0.00047793944,0.000034235116,0.00053265423,0.00065957475],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00062968937,0.0002494864,0.56238985,0.00009302047,0.00010139258,0.00039855365,0.08241918,0.00020204393,0.04766854,0.041629992,0.039113797,0.22510444],"study_design_scores_gemma":[0.0005118604,0.000039679664,0.97180617,0.000998427,0.000010077916,0.000021440355,0.000771191,0.003989423,0.00041713138,0.012110015,0.009029501,0.00029508703],"about_ca_topic_score_codex":0.00051414495,"about_ca_topic_score_gemma":0.000030429179,"teacher_disagreement_score":0.4094163,"about_ca_system_score_codex":0.00013000093,"about_ca_system_score_gemma":0.000018748531,"threshold_uncertainty_score":0.9990207},"labels":[],"label_agreement":null},{"id":"W4405981157","doi":"10.1093/geroni/igae098.3863","title":"LEADERSHIP EXCELLENCE AND ADVANCEMENT OF DIRECTORS (LEAD) PROGRAM: FIRST INSIGHTS FROM A NEW MENTORSHIP MODEL","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Mentoring and Academic Development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Mentorship; Excellence; Lead (geology); Management; Business; Political science; Medical education; Medicine; Geology; Economics; Law; Geomorphology","score_opus":0.11412151286092506,"score_gpt":0.3533015373904672,"score_spread":0.23918002452954215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405981157","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9769771,0.0068155634,0.0074467543,0.0026209601,0.0022385016,0.000347253,0.0000028419922,0.00017336122,0.0033776306],"genre_scores_gemma":[0.9921817,0.00009874164,0.0029193833,0.0001223815,0.00012250435,0.00008330199,0.000017291666,0.000015503558,0.004439146],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998785,0.000026009222,0.0004689922,0.0003245033,0.00018481484,0.00021063919],"domain_scores_gemma":[0.9996195,0.00010770302,0.00008833853,0.00012188392,0.000029693527,0.00003289526],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026646568,0.000119456556,0.00013284202,0.0003470723,0.000029324749,0.000031678683,0.000094592804,0.00007040034,0.00006984007],"category_scores_gemma":[0.000038729293,0.00011607724,0.000011908829,0.000817709,0.000031803498,0.00011901278,0.000034017146,0.00018803435,0.000013050928],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056166013,0.00017809696,0.026571635,0.00038717358,0.00012914343,0.000022663671,0.11465361,0.00040411227,0.0048934105,0.059662625,0.0049256617,0.7881157],"study_design_scores_gemma":[0.0058164196,0.00033379308,0.06885538,0.01428483,0.00011328399,0.00000972753,0.022256022,0.06332176,0.030328067,0.054575827,0.73765075,0.0024541484],"about_ca_topic_score_codex":0.00023666228,"about_ca_topic_score_gemma":0.000017242302,"teacher_disagreement_score":0.7856616,"about_ca_system_score_codex":0.00009088933,"about_ca_system_score_gemma":0.000047729434,"threshold_uncertainty_score":0.47334924},"labels":[],"label_agreement":null},{"id":"W4405981163","doi":"10.1093/geroni/igae098.3862","title":"INVESTIGATING THE BUILT ENVIRONMENT SURROUNDING NATURALLY OCCURRING RETIREMENT COMMUNITIES (NORCS) IN TORONTO","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University Health Network; Women's College Hospital; University of Toronto","funders":"","keywords":"Geography","score_opus":0.04829013425688506,"score_gpt":0.3393464554788669,"score_spread":0.29105632122198183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405981163","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98717946,0.0019731754,0.0002766476,0.0028768694,0.00053416926,0.00021447074,0.0000010677616,0.00008059947,0.00686353],"genre_scores_gemma":[0.9984931,0.0002632363,0.0002710599,0.00043513172,0.00022807166,0.000046203735,0.0000066533607,0.000009401286,0.00024717153],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99861366,0.00021477,0.00042988686,0.00014443391,0.0003446592,0.00025261843],"domain_scores_gemma":[0.9994507,0.00027715787,0.00008920243,0.00012915704,0.000039503026,0.0000143131565],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025108664,0.00010292764,0.00010371278,0.00017294523,0.00062091684,0.00026477457,0.00020445052,0.00003978491,0.00006957464],"category_scores_gemma":[0.00015503884,0.00008908924,0.000018552213,0.0007004177,0.0001566517,0.0005329077,0.000085902626,0.00026888348,0.0000048226893],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[5.813632e-7,0.000008594263,0.15119389,0.000035068875,0.000009637684,0.0000022528682,0.7140651,0.0001632174,0.00014535862,0.1309292,0.00035978714,0.0030873446],"study_design_scores_gemma":[0.0004650728,0.000024839042,0.36330175,0.0022073383,0.000018092518,0.0000014157874,0.5001949,0.0075574922,0.0002526228,0.029648961,0.09562294,0.00070456276],"about_ca_topic_score_codex":0.18207924,"about_ca_topic_score_gemma":0.30492076,"teacher_disagreement_score":0.21387018,"about_ca_system_score_codex":0.0009573145,"about_ca_system_score_gemma":0.00009096773,"threshold_uncertainty_score":0.82336736},"labels":[],"label_agreement":null},{"id":"W4405981215","doi":"10.1093/geroni/igae098.3782","title":"ADVANCES IN GERONTOLOGY CURRICULUM DESIGN: CENTRING LIVED EXPERIENCES OF LGBTQ+ OLDER ADULTS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland; University of Guelph","funders":"","keywords":"Centring; Curriculum; Gerontology; Sociology; Psychology; Medicine; Pedagogy; Visual arts; Art","score_opus":0.053966335816913014,"score_gpt":0.40580297049087033,"score_spread":0.3518366346739573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405981215","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97297686,0.00770013,0.012469383,0.00034606317,0.0010935636,0.00022420521,3.6714812e-7,0.00006519477,0.005124249],"genre_scores_gemma":[0.99880695,0.000037288803,0.0006789238,0.00004766355,0.000058982052,0.00017464886,0.00000448385,0.000010828282,0.00018025134],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99834955,0.00020383018,0.00056225527,0.00036995875,0.00014125837,0.00037314248],"domain_scores_gemma":[0.9993976,0.00025187223,0.00008885914,0.00015428301,0.00009067979,0.000016728216],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007768729,0.000111098096,0.00020453258,0.0008870209,0.000031957214,0.00001846342,0.00017453938,0.000105908606,0.00034052666],"category_scores_gemma":[0.000117182535,0.00010644911,0.000019165847,0.0016615462,0.000120912846,0.00023180697,0.000037788424,0.00031172595,0.000028302273],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000115090064,0.0002554593,0.22641511,0.00025451338,0.000020757368,0.0002675611,0.5391299,0.00015238552,0.00017245172,0.021773297,0.0005394801,0.210904],"study_design_scores_gemma":[0.0035564257,0.00026163342,0.1176593,0.0034611865,0.000010953775,0.000117669384,0.85045457,0.016212817,0.0027313752,0.0025084328,0.0022395616,0.0007860902],"about_ca_topic_score_codex":0.00022857556,"about_ca_topic_score_gemma":0.000065619446,"teacher_disagreement_score":0.31132466,"about_ca_system_score_codex":0.00006317104,"about_ca_system_score_gemma":0.000046432047,"threshold_uncertainty_score":0.43408686},"labels":[],"label_agreement":null},{"id":"W4405984704","doi":"10.1093/geroni/igae098.0949","title":"“WE NEED TO BE AT THE TABLE” COLLABORATION WITH OLDER ADULTS WITH EXPERIENCES OF HOMELESSNESS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University; McMaster University","funders":"","keywords":"Table (database); Psychology; Sociology; Computer science; Database","score_opus":0.028357338161117945,"score_gpt":0.37502074343478276,"score_spread":0.3466634052736648,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405984704","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99311966,0.00022487005,0.0008007332,0.00400454,0.00033209342,0.00068286853,0.000007319152,0.000056984587,0.00077094894],"genre_scores_gemma":[0.998458,0.000014737446,0.00010214395,0.00021458232,0.00009553491,0.0006373491,0.00002265623,0.000018737624,0.00043620303],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9987744,0.00011111343,0.00042474907,0.00019641503,0.0002812123,0.00021212813],"domain_scores_gemma":[0.99904495,0.00018982406,0.00013929643,0.00014187297,0.00046439262,0.000019639992],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046700245,0.000100276724,0.00021692032,0.00026097428,0.00032065727,0.00003617236,0.00009858377,0.000064579704,0.00014371611],"category_scores_gemma":[0.00004247589,0.000059828693,0.0000061677897,0.004916861,0.000059817186,0.00023871106,0.00004222995,0.00018720448,0.000008192788],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008117892,0.000015162154,0.029102113,0.00030324882,0.000009165506,0.0000036712745,0.95719916,0.00009394747,0.00020323606,0.01049729,0.00010210925,0.002389721],"study_design_scores_gemma":[0.0003693408,0.00003697157,0.005499608,0.0016671901,0.0000041073245,9.361026e-8,0.98895943,0.00014596562,0.0012767211,0.00004793648,0.001893145,0.00009947774],"about_ca_topic_score_codex":0.00054272683,"about_ca_topic_score_gemma":0.009851027,"teacher_disagreement_score":0.031760287,"about_ca_system_score_codex":0.00012517262,"about_ca_system_score_gemma":0.00028612543,"threshold_uncertainty_score":0.54971045},"labels":[],"label_agreement":null},{"id":"W4405984711","doi":"10.1093/geroni/igae098.0947","title":"PROMOTING THE LIVED EXPERIENCE OF OLDER ADULTS USING APPLIED QUALITATIVE METHODS: LESSONS LEARNED","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Lived experience; Qualitative research; Psychology; Gerontology; Sociology; Psychotherapist; Medicine; Social science","score_opus":0.35142089362150536,"score_gpt":0.584955866489291,"score_spread":0.23353497286778563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405984711","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94252825,0.00032341515,0.05052792,0.0023380937,0.00028445837,0.0002637142,0.0000012623075,0.00006347668,0.003669434],"genre_scores_gemma":[0.9938377,9.095915e-7,0.005561078,0.00010031449,0.00004706516,0.000107065665,0.0000040499117,0.000016009224,0.00032579675],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9981171,0.0006587252,0.00048062656,0.00033114088,0.00015005347,0.00026233518],"domain_scores_gemma":[0.99860203,0.0009021619,0.00012990454,0.00021888742,0.00013492623,0.00001207417],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035337752,0.00009646104,0.0001572569,0.00037700037,0.000101828846,0.000035148423,0.00017852028,0.0000654796,0.00009642694],"category_scores_gemma":[0.00029362083,0.000075571326,0.000021605167,0.0018146656,0.00019157653,0.00007895003,0.000060338018,0.00041029247,0.000013017922],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025583342,0.000030687846,0.00047521436,0.00006392724,0.000030450612,0.0000054511124,0.8356313,0.000008678753,0.00672191,0.047301184,0.00003057156,0.10967505],"study_design_scores_gemma":[0.00086116395,0.000036547208,0.00888717,0.0010610828,0.0000146708735,0.000021388707,0.94505185,0.022394963,0.012794483,0.008154687,0.00041841445,0.0003035808],"about_ca_topic_score_codex":0.00034708195,"about_ca_topic_score_gemma":0.000010269642,"teacher_disagreement_score":0.10942056,"about_ca_system_score_codex":0.00004680392,"about_ca_system_score_gemma":0.00005224771,"threshold_uncertainty_score":0.3081709},"labels":[],"label_agreement":null},{"id":"W4405984722","doi":"10.1093/geroni/igae098.1040","title":"HOW WELL DO INSTITUTIONALIZED ASSUMPTIONS ABOUT UNPAID CAREGIVERS MATCH THE EXPERIENCES OF HOME CARE CLIENTS?","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Saint Vincent University; University of Manitoba","funders":"","keywords":"Psychology; Gerontology; Nursing; Actuarial science; Business; Medicine","score_opus":0.0372386016985412,"score_gpt":0.37728725314274775,"score_spread":0.34004865144420654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405984722","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9824698,0.0019485012,0.0008473697,0.0034592524,0.004726203,0.00038898387,0.000015959997,0.000097367105,0.0060465364],"genre_scores_gemma":[0.9980258,0.000065001055,0.00012732291,0.000104171726,0.00021959617,0.00016074063,0.00006569129,0.000010826994,0.001220885],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99867815,0.00014208411,0.00045865195,0.00021024584,0.00028278065,0.00022810583],"domain_scores_gemma":[0.9990718,0.00021503547,0.00015272376,0.0001945906,0.00034840548,0.000017487786],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004562272,0.00010263477,0.00015444504,0.00050490553,0.0004006496,0.00006146456,0.00016160896,0.00009354294,0.00021204229],"category_scores_gemma":[0.00008073347,0.00007767362,0.000042622305,0.0022028466,0.00012652512,0.00026102166,0.00004988767,0.00034294574,0.000029558294],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029193037,0.000027079552,0.033146743,0.00078571314,0.000033682452,0.000009153494,0.8153645,0.0000960929,0.00047309676,0.1266056,0.015796782,0.0076323873],"study_design_scores_gemma":[0.00052206387,0.00001639102,0.014827625,0.0009987716,0.000017265946,0.0000016753331,0.8375251,0.000061042905,0.00016294503,0.0012605805,0.14445694,0.00014958958],"about_ca_topic_score_codex":0.0002293704,"about_ca_topic_score_gemma":0.00005845029,"teacher_disagreement_score":0.12866016,"about_ca_system_score_codex":0.00024728515,"about_ca_system_score_gemma":0.0003089947,"threshold_uncertainty_score":0.31674385},"labels":[],"label_agreement":null},{"id":"W4405984823","doi":"10.1093/geroni/igae098.1627","title":"DYSPHAGIA MANAGEMENT CONTRIBUTES TO BURDEN IN CAREGIVERS OF PERSONS WITH DEMENTIA","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Dysphagia; Dementia; Medicine; Gerontology; Intensive care medicine; Physical medicine and rehabilitation; Surgery; Internal medicine; Disease","score_opus":0.02528903015745171,"score_gpt":0.36923472279962194,"score_spread":0.34394569264217023,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405984823","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8341275,0.00043104644,0.03959034,0.016236484,0.0014323045,0.0031872408,0.000016050923,0.00020651984,0.104772545],"genre_scores_gemma":[0.9945455,0.000013842948,0.0016264765,0.00048203216,0.000030427069,0.00025032618,0.000025007173,0.000016346303,0.0030100327],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99862427,0.000067690045,0.0005443234,0.00024586386,0.00020831419,0.0003095446],"domain_scores_gemma":[0.99955475,0.00008636372,0.000090525326,0.0001516252,0.00009836907,0.000018373785],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008174602,0.00010784377,0.00016407661,0.0013889393,0.000073545365,0.000020447233,0.0001250935,0.000041343646,0.00015616417],"category_scores_gemma":[0.000017493723,0.000100257166,0.000012268378,0.0029186828,0.000019331475,0.00016252817,0.000119800185,0.00023020506,0.00003785104],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007689936,0.000058618683,0.41362238,0.0019109234,0.0004946662,0.00012957795,0.019161614,0.0013497181,0.00073732645,0.52616686,0.022491945,0.013799474],"study_design_scores_gemma":[0.00629522,0.00015794145,0.48894733,0.010128187,0.00025886626,6.8765524e-7,0.14105515,0.0041826293,0.00041934045,0.004174683,0.34367433,0.0007056304],"about_ca_topic_score_codex":0.00040588612,"about_ca_topic_score_gemma":0.00043451073,"teacher_disagreement_score":0.52199215,"about_ca_system_score_codex":0.00030255804,"about_ca_system_score_gemma":0.000078671495,"threshold_uncertainty_score":0.40883687},"labels":[],"label_agreement":null},{"id":"W4405984826","doi":"10.1093/geroni/igae098.0205","title":"A META-COGNITIVE GROUP INTERVENTION FOR OLDER ADULTS WITH SCD OR MCI: RCT AND QUALITATIVE EVALUATION","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Baycrest Hospital; University of Toronto","funders":"","keywords":"Randomized controlled trial; Psychology; Cognition; Context (archaeology); Thematic analysis; Intervention (counseling); Clinical psychology; Cognitive training; Facilitation; Qualitative research; Medicine; Psychiatry; Internal medicine","score_opus":0.1222346642943666,"score_gpt":0.46801010665089987,"score_spread":0.3457754423565333,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405984826","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9406389,0.0006100539,0.054666013,0.0011079578,0.00006503549,0.0021725926,0.000014718104,0.000045023862,0.0006797013],"genre_scores_gemma":[0.99647665,0.000010603262,0.0009836802,0.00024073897,0.00005089156,0.0014352262,0.00028539146,0.00001768823,0.0004991517],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9986065,0.00015516156,0.00035762016,0.00031268466,0.00040125335,0.00016678423],"domain_scores_gemma":[0.99865186,0.00034389866,0.000071181035,0.000052756037,0.0008571241,0.000023181732],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028420622,0.0001136471,0.00018281427,0.0007020378,0.000048479564,0.00008066995,0.000021298205,0.000033840846,0.00035391582],"category_scores_gemma":[0.00040623418,0.00007777707,0.000042101747,0.0012131685,0.00005126287,0.0003325122,0.00001858927,0.00014083648,0.0000053147646],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004000395,0.0005561577,0.011148471,0.0032141423,0.0027608036,0.000057669633,0.06166052,0.0000013140317,0.0011261671,0.005928147,0.00027318834,0.909273],"study_design_scores_gemma":[0.059796244,0.007707595,0.53143805,0.029463772,0.008706182,0.0001847996,0.27852762,0.053465646,0.016577352,0.011838476,0.0011561322,0.0011381063],"about_ca_topic_score_codex":0.000037652946,"about_ca_topic_score_gemma":0.000039767954,"teacher_disagreement_score":0.90813494,"about_ca_system_score_codex":0.00008686265,"about_ca_system_score_gemma":0.00008245857,"threshold_uncertainty_score":0.38751298},"labels":[],"label_agreement":null},{"id":"W4407845006","doi":"10.1093/geroni/igaf020","title":"Door Decals for Wayfinding and Redirection: A Quality Improvement Project Involving the Use of Clinical Real-Time Location Systems for Evaluation of Environmental Design Changes","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Toronto Rehabilitation Institute; University Health Network","funders":"","keywords":"Quality (philosophy); Computer science; Environmental quality; Environmental resource management; Systems engineering; Process management; Environmental science; Engineering","score_opus":0.2468839101761287,"score_gpt":0.42795977123635803,"score_spread":0.18107586106022933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407845006","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9724076,0.000082834704,0.023920966,0.0005555018,0.0001444851,0.0028393175,0.000013474152,0.000009352452,0.00002649613],"genre_scores_gemma":[0.9963545,0.000074783,0.002846621,0.00008341189,0.00003801256,0.0004620194,0.000017735194,0.000006147833,0.0001167398],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99840015,0.00023134828,0.0007845721,0.00021499452,0.00025170794,0.00011720531],"domain_scores_gemma":[0.998531,0.0007000788,0.0005519746,0.00014083246,0.00006736547,0.000008744457],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00879013,0.00007046885,0.00017897059,0.00013881104,0.00010438402,0.000019444537,0.00005841283,0.000057454297,0.0000065442896],"category_scores_gemma":[0.0005257546,0.000059422655,0.000018063842,0.0005213742,0.00008025175,0.00016798706,0.000040969502,0.000050885377,2.68768e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034771566,0.000234848,0.67732096,0.0006679683,0.00006149807,4.900096e-8,0.0033738527,0.005827733,0.16091408,0.0028027322,0.0024596555,0.14598894],"study_design_scores_gemma":[0.0032158794,0.00042670156,0.5515649,0.0005475573,0.000105989515,5.424478e-7,0.0026633707,0.4264011,0.0126398625,0.0012016637,0.0010121639,0.0002202909],"about_ca_topic_score_codex":0.0015371621,"about_ca_topic_score_gemma":0.00025237873,"teacher_disagreement_score":0.42057338,"about_ca_system_score_codex":0.00025432458,"about_ca_system_score_gemma":0.00006406883,"threshold_uncertainty_score":0.3046501},"labels":[],"label_agreement":null},{"id":"W4410135803","doi":"10.1093/geroni/igaf045","title":"Gait Variability Is Associated With Gray Matter Volumes Implicated in Cognitive Function: A Cross-Sectional Analysis From the AGUEDA Trial","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver Coastal Health Research Institute; University of British Columbia; Vancouver Coastal Health","funders":"CHIST-ERA; European Social Fund; Ministerio de Ciencia e Innovación; Universidad de Granada; Ministerio de Economía y Competitividad; European Regional Development Fund; Agenția Națională pentru Cercetare și Dezvoltare; Agencia Estatal de Investigación; Agencia Nacional de Investigación y Desarrollo; Ministerio de Ciencia, Innovación y Universidades","keywords":"Gray (unit); Cognition; Gait; Physical medicine and rehabilitation; Psychology; Medicine; Neuroscience; Nuclear medicine","score_opus":0.03545669917660406,"score_gpt":0.37937623493844186,"score_spread":0.3439195357618378,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410135803","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9870659,0.00001466046,0.007441925,0.0013821687,0.0005251497,0.0008800999,0.00010324864,0.000057621008,0.0025291957],"genre_scores_gemma":[0.9938179,0.0000017095232,0.000027978462,0.00370759,0.00013696232,0.000439108,0.0008657895,0.000009084731,0.0009938256],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973262,0.0007294575,0.0010227716,0.00042064828,0.00022239567,0.00027850326],"domain_scores_gemma":[0.9974722,0.0012154152,0.00045894808,0.00022396617,0.0006151496,0.000014318102],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025416827,0.00013888533,0.00028595643,0.00048555035,0.0004185314,0.000050673025,0.00011912012,0.00022298525,0.00039594315],"category_scores_gemma":[0.000528164,0.000109593944,0.000060646456,0.006418946,0.00007389548,0.00020090844,0.000055293967,0.000728939,0.000032735246],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015102795,0.0001977556,0.9955191,0.000012324213,0.00033209837,5.371939e-7,0.00067945855,0.0000067877954,0.00017578463,0.0004634391,0.00088132056,0.00022114231],"study_design_scores_gemma":[0.011936519,0.000017269524,0.9805263,0.00019141575,0.00011042044,5.7226078e-8,0.00043033328,0.0007271512,0.0000029602331,0.0058194054,0.00013255412,0.000105581814],"about_ca_topic_score_codex":0.0017452087,"about_ca_topic_score_gemma":0.0022717956,"teacher_disagreement_score":0.01499274,"about_ca_system_score_codex":0.00030689,"about_ca_system_score_gemma":0.00022138203,"threshold_uncertainty_score":0.44691113},"labels":[],"label_agreement":null},{"id":"W4410929958","doi":"10.1093/geroni/igaf034","title":"A Mixed-Methods Scoping Review of Innovative Long-term Care Facility Design and Associated Outcomes","year":2025,"lang":"en","type":"review","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina; University of Saskatchewan","funders":"","keywords":"Long-term care; Scale (ratio); Quality (philosophy); Quality of life (healthcare); Term (time); Nursing; Assisted living; Psychology; Medicine; Research design; Health care; Gerontology; Geography","score_opus":0.16396122279370595,"score_gpt":0.5395583978065593,"score_spread":0.3755971750128534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410929958","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000043950266,0.9833878,0.010480068,0.0001055445,0.0011687366,0.004289139,0.00008313958,0.00006774604,0.00037385442],"genre_scores_gemma":[0.000017344379,0.9945871,0.003658183,0.00024146563,0.00003126101,0.00051916414,0.0007598082,0.00002219124,0.00016348412],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9923396,0.003392149,0.0031373694,0.0004932058,0.00024959756,0.0003880855],"domain_scores_gemma":[0.99172944,0.0039040959,0.0022394452,0.00039919556,0.0017026344,0.00002521292],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005301488,0.00040120486,0.0028183002,0.0014119238,0.00022367133,0.000013661321,0.00021192465,0.00047215275,0.00005108774],"category_scores_gemma":[0.0060868477,0.0003525098,0.00012408133,0.0077123083,0.00006392987,0.00011013368,0.00020875217,0.0010516472,0.0000041622566],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000014465949,0.000010980793,0.0033060878,0.42156497,0.00004348966,0.0000013167074,0.0008225748,5.707941e-8,1.4540879e-7,0.00007192861,0.0002755866,0.5739014],"study_design_scores_gemma":[0.00033232867,0.000017286273,0.004191724,0.98849136,0.0001761175,6.4148077e-7,0.00056602946,2.8762742e-7,0.0000017819341,0.00005186829,0.0058793086,0.00029127163],"about_ca_topic_score_codex":0.00006326107,"about_ca_topic_score_gemma":0.000024115876,"teacher_disagreement_score":0.5736102,"about_ca_system_score_codex":0.00064760854,"about_ca_system_score_gemma":0.0023142495,"threshold_uncertainty_score":0.9998927},"labels":[],"label_agreement":null},{"id":"W4411724382","doi":"10.1093/geroni/igaf062","title":"From fingers to brain: virtual reality-based test capturing fine hand movements predicts cognitive function in older adults","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Virtual reality; Cognition; Test (biology); Psychology; Brain function; Cognitive psychology; Computer science; Human–computer interaction; Neuroscience; Biology","score_opus":0.017459244763561272,"score_gpt":0.3148541224830283,"score_spread":0.29739487771946704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411724382","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97348225,0.000018261488,0.017895853,0.005224257,0.00017059984,0.0009417763,0.00003317785,0.000039202892,0.0021946114],"genre_scores_gemma":[0.9922392,6.7356393e-7,0.00006345446,0.006145634,0.000085986845,0.00018353297,0.0004888664,0.000012627529,0.0007800409],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983833,0.000057325098,0.00050962705,0.0003855933,0.00037247266,0.00029170935],"domain_scores_gemma":[0.9989889,0.00037310732,0.00007808257,0.00012235904,0.00039337017,0.000044177235],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005949427,0.00014017751,0.00018743303,0.0013066233,0.00006838258,0.000056313093,0.000055923225,0.00006561823,0.00015979329],"category_scores_gemma":[0.0013841406,0.00014958077,0.00002107067,0.0023334979,0.000041318493,0.0001405942,0.000056530906,0.00027949107,0.000014510391],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010924371,0.00060997426,0.9036769,0.00015621235,0.000057992213,0.000055234625,0.0021475432,0.00016829978,0.010963958,0.00006471498,0.0011890967,0.079817615],"study_design_scores_gemma":[0.009075304,0.00024175599,0.9601957,0.0040669567,0.000019549141,2.804555e-7,0.0018816979,0.0029011047,0.021125035,0.00014500692,0.00022533268,0.00012222747],"about_ca_topic_score_codex":0.00092383975,"about_ca_topic_score_gemma":0.00027458186,"teacher_disagreement_score":0.07969539,"about_ca_system_score_codex":0.00018795252,"about_ca_system_score_gemma":0.0001736035,"threshold_uncertainty_score":0.60997266},"labels":[],"label_agreement":null},{"id":"W4413186893","doi":"10.1093/geroni/igaf088","title":"Association of dementia diagnosis, cognitive impairment levels, and their combination with care costs among publicly funded long-term care recipients","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Directorate for Biological Sciences; Impact Fund","keywords":"Dementia; Cognitive impairment; Association (psychology); Term (time); Medicine; Long-term care; Cognition; Gerontology; Psychiatry; Psychology; Internal medicine; Disease; Psychotherapist","score_opus":0.02414560887238009,"score_gpt":0.35323492464880696,"score_spread":0.32908931577642686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413186893","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9956561,0.00042375794,0.0005685721,0.00077857694,0.0005657845,0.0009606914,0.000043521766,0.00003995453,0.0009630431],"genre_scores_gemma":[0.9989477,0.0000248972,0.000035611858,0.00014181313,0.000027659067,0.0002341968,0.00043503416,0.000011015964,0.00014211124],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986024,0.00020142004,0.0005385603,0.00022609597,0.00019605418,0.00023547656],"domain_scores_gemma":[0.99742794,0.0003614547,0.0005084377,0.000104086226,0.0015789827,0.000019098574],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004771395,0.00012246567,0.0002027076,0.0006408076,0.0002684735,0.000028549211,0.00006133344,0.0001283418,0.00002428346],"category_scores_gemma":[0.00020918553,0.000112231384,0.000016497084,0.0015138924,0.000024593071,0.00023715358,0.00005887759,0.0002471002,0.0000010025464],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003538821,0.00005402715,0.95949817,0.00030411352,0.00006587207,5.321994e-7,0.02220535,0.0000010236355,0.00001906002,0.00024195375,0.0004202689,0.01715423],"study_design_scores_gemma":[0.0023722036,0.000067591216,0.9475321,0.001890413,0.000043593907,7.9649766e-8,0.047142804,0.000006544302,0.0007265836,0.0000806484,0.000041898482,0.00009555216],"about_ca_topic_score_codex":0.00084355095,"about_ca_topic_score_gemma":0.004044558,"teacher_disagreement_score":0.024937453,"about_ca_system_score_codex":0.0012155593,"about_ca_system_score_gemma":0.0001515427,"threshold_uncertainty_score":0.4576663},"labels":[],"label_agreement":null},{"id":"W4414439505","doi":"10.1093/geroni/igaf101","title":"Risk factors for elder abuse severity: findings from the Canadian longitudinal study on aging","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Arts Foundation; University of Toronto","funders":"Canadian Institutes of Health Research; Social Sciences and Humanities Research Council of Canada; Government of Canada; Public Health Agency; Public Health Agency of Canada","keywords":"Longitudinal study; Psychological intervention; Elder abuse; Longitudinal data; Occupational safety and health","score_opus":0.06262923456110743,"score_gpt":0.36048815836515147,"score_spread":0.29785892380404405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414439505","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9946693,0.000024010013,0.00040602806,0.0018664881,0.00041127368,0.00048223342,0.000011114353,0.00003709331,0.0020924672],"genre_scores_gemma":[0.9987173,0.00001380717,0.000055300952,0.00088519976,0.00008639248,0.000038770962,0.0000100237685,0.0000070014785,0.00018622214],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99896497,0.00011294757,0.00024281953,0.00022401789,0.00017929546,0.000275937],"domain_scores_gemma":[0.99907243,0.0005682755,0.0000694853,0.00014456459,0.00012020738,0.000025041198],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008706648,0.00009164542,0.00010260738,0.000393313,0.0011720245,0.00016045463,0.00022210159,0.000058160294,0.000035471316],"category_scores_gemma":[0.0004546725,0.00007885876,0.000024086474,0.0018421346,0.000048905888,0.00016008373,0.000014153582,0.00024008269,0.0000037476188],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000038432686,0.000023638828,0.91229415,0.0000011813892,0.000024053725,0.000001334706,0.08211179,0.0000076173633,0.000007175477,0.0032354426,0.00071931275,0.0015704536],"study_design_scores_gemma":[0.00032472555,0.000015841008,0.96657795,0.00012451805,0.000017033157,2.030579e-8,0.02210405,0.000024257448,0.0002033072,0.0050035403,0.0054933215,0.00011146354],"about_ca_topic_score_codex":0.6207403,"about_ca_topic_score_gemma":0.8972384,"teacher_disagreement_score":0.27649808,"about_ca_system_score_codex":0.00029632667,"about_ca_system_score_gemma":0.0002716295,"threshold_uncertainty_score":0.90143836},"labels":[],"label_agreement":null},{"id":"W4415066230","doi":"10.1093/geroni/igaf113","title":"Back pain precedes sleep problems in older men","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Sleep and related disorders","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network","funders":"National Center for Complementary and Integrative Health; National Institute on Aging; National Institutes of Health","keywords":"Back pain; Sleep (system call); Association (psychology); Low back pain; Psychological intervention","score_opus":0.014923406490461782,"score_gpt":0.3008936034873626,"score_spread":0.28597019699690085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415066230","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3794708,0.00047767523,0.009651152,0.004439621,0.0008151706,0.00062947144,7.692944e-7,0.00007013643,0.6044452],"genre_scores_gemma":[0.99353164,0.000007890978,0.00014632088,0.001168497,0.000017780492,0.0000929768,0.000018350225,0.000010803664,0.0050057075],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989212,0.00013351525,0.00044690707,0.00022219418,0.00006356772,0.0002126115],"domain_scores_gemma":[0.9996248,0.00009524604,0.000072727824,0.00015210283,0.000047873564,0.00000727259],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00088702235,0.000088446934,0.00010451119,0.0008572482,0.000027055714,0.000020097425,0.00010127727,0.00013106549,0.0007817074],"category_scores_gemma":[0.00007009412,0.00008934149,0.000012806873,0.0028605487,0.00002687826,0.000076512806,0.000023013137,0.00024335834,0.000117075535],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019633842,0.00037490216,0.8052849,0.00008799923,0.00011590852,0.0000046019727,0.011652559,0.0021636335,0.00060223916,0.053742453,0.017024118,0.10892706],"study_design_scores_gemma":[0.016845882,0.00008617912,0.84239405,0.0020938048,0.00003500197,0.0000047428866,0.021775952,0.012642072,0.00070863194,0.047955576,0.054384995,0.0010730887],"about_ca_topic_score_codex":0.0002585014,"about_ca_topic_score_gemma":0.00008351667,"teacher_disagreement_score":0.6140609,"about_ca_system_score_codex":0.000057235447,"about_ca_system_score_gemma":0.000016982101,"threshold_uncertainty_score":0.8559148},"labels":[],"label_agreement":null},{"id":"W4415128376","doi":"10.1093/geroni/igaf109","title":"Virtual reality adaptation of Be EPIC: pre-implementation studies of person-centered dementia care training","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Virtual Reality Applications and Impacts","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; Toronto Rehabilitation Institute; University of Toronto; London Health Sciences Centre; Western University","funders":"Alzheimer Society","keywords":"Dementia; Adaptation (eye); Openness to experience; Virtual reality; Training (meteorology)","score_opus":0.19094329121881004,"score_gpt":0.4095228408416487,"score_spread":0.21857954962283865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415128376","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.471116,0.00011899844,0.5267482,0.0012259192,0.000096587835,0.0002272633,0.000012221189,0.000024084118,0.00043076195],"genre_scores_gemma":[0.9940062,0.00001584455,0.0057131625,0.0001603345,0.000008762296,0.00003296468,0.00004853094,0.000002987542,0.000011201172],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99874693,0.000070515795,0.00065048464,0.00019957597,0.00020557032,0.00012694037],"domain_scores_gemma":[0.99879515,0.00009369557,0.0003667119,0.00023187346,0.00050214486,0.000010448948],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061186723,0.00008075541,0.00016881542,0.00048138126,0.00006986808,0.00002624578,0.00021419243,0.000028497763,0.000003564407],"category_scores_gemma":[0.00015392646,0.000087513494,0.000023090648,0.0019003203,0.000045478693,0.00043134918,0.00007130998,0.00006464346,1.7107033e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010940033,0.00005463094,0.008694706,0.0001649991,0.00008704557,2.5084188e-7,0.13732621,0.0027501686,0.0062822495,0.42776442,0.00015353541,0.41671085],"study_design_scores_gemma":[0.00358606,0.00036323068,0.2878862,0.0009804261,0.00007013368,0.0000015589944,0.56010675,0.0737428,0.058878515,0.012227606,0.0017025381,0.00045414595],"about_ca_topic_score_codex":0.00043703223,"about_ca_topic_score_gemma":0.00027473766,"teacher_disagreement_score":0.5228902,"about_ca_system_score_codex":0.000102559796,"about_ca_system_score_gemma":0.00014297703,"threshold_uncertainty_score":0.35686967},"labels":[],"label_agreement":null},{"id":"W4415492766","doi":"10.1093/geroni/igaf116","title":"Resident- and family-led huddles for collaborative care planning in long-term care: a feasibility study","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; Public Health Ontario; Queen's University; Toronto Public Health; Baycrest Hospital; University of Alberta; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Collaborative Care; Collaborative network; Collaborative model; Patient care","score_opus":0.06333910709657795,"score_gpt":0.4573379503374628,"score_spread":0.39399884324088486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415492766","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99329597,0.0015430634,0.00033669514,0.0004035177,0.0007020467,0.002494158,0.000015726433,0.000041314877,0.001167526],"genre_scores_gemma":[0.999005,0.000006911136,0.00017849107,0.00015936031,0.000058428173,0.0003656571,0.00006917761,0.000009906893,0.00014705742],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984261,0.00024330341,0.0006542959,0.0003149134,0.00011301655,0.00024840338],"domain_scores_gemma":[0.99860406,0.00038531068,0.00016380547,0.00017153376,0.00066110695,0.000014187583],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006522117,0.00011606564,0.00025449388,0.00077428017,0.00032613223,0.000026419153,0.00007476435,0.00010056741,0.000004629131],"category_scores_gemma":[0.0003475922,0.000120587116,0.00001209851,0.0023697629,0.000024431449,0.00011673625,0.0000650859,0.0002874582,6.6322923e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012813929,0.000029985456,0.8419193,0.0004457992,0.0000071643713,0.0000044271624,0.15465206,0.000012701135,0.00012242251,0.0003113191,0.000435404,0.0019312628],"study_design_scores_gemma":[0.0018820544,0.000040865594,0.6315931,0.0005709109,0.0000072676357,4.2008544e-8,0.3655423,0.0000050353933,0.000032552976,0.00020787065,0.00005313656,0.000064878564],"about_ca_topic_score_codex":0.00048213833,"about_ca_topic_score_gemma":0.0025754208,"teacher_disagreement_score":0.21089023,"about_ca_system_score_codex":0.0004654544,"about_ca_system_score_gemma":0.0004124006,"threshold_uncertainty_score":0.49174},"labels":[],"label_agreement":null},{"id":"W4416222808","doi":"10.1093/geroni/igaf129","title":"Effects of dance training on oxytocin secretion and neural activity in older adults with subjective cognitive decline","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Neuroendocrine regulation and behavior","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Japan Society for the Promotion of Science","keywords":"Socioemotional selectivity theory; Oxytocin; Dance; Orbitofrontal cortex; Novelty; Cognition","score_opus":0.019005320803082874,"score_gpt":0.33734529379272704,"score_spread":0.31833997298964417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416222808","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969961,0.000012479009,0.0013540682,0.0006045777,0.00011961583,0.0004994626,0.0000018709791,0.000020092339,0.0003917318],"genre_scores_gemma":[0.9994681,6.4003336e-7,0.000029275,0.00028771747,0.000012667111,0.00008206087,0.0000073885526,0.000007554648,0.00010461634],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992246,0.000110899826,0.00022339438,0.00023218268,0.0000852916,0.00012364535],"domain_scores_gemma":[0.99941623,0.00029199725,0.00012947514,0.000060326696,0.00009386026,0.000008114661],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012307579,0.000091657435,0.00014813158,0.0005557019,0.000021916307,0.00000809754,0.000029085266,0.000037535097,0.000007808066],"category_scores_gemma":[0.00008410568,0.000089226894,0.000008384786,0.0012790916,0.00004523003,0.000095806456,0.00001576505,0.0002416197,4.0125795e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001183897,0.00031004733,0.8473008,0.00012039547,0.000011908635,0.00004799682,0.0067532235,0.0000365655,0.014071395,0.0030533592,0.0000052701835,0.1271051],"study_design_scores_gemma":[0.0037362822,0.00008199202,0.97612953,0.0006610326,0.0000060618604,0.00000432838,0.0009299428,0.00044280782,0.017866837,0.000066893146,0.0000040115333,0.00007027438],"about_ca_topic_score_codex":0.00006821733,"about_ca_topic_score_gemma":0.000085034844,"teacher_disagreement_score":0.12882869,"about_ca_system_score_codex":0.000031487394,"about_ca_system_score_gemma":0.000018242816,"threshold_uncertainty_score":0.3638567},"labels":[],"label_agreement":null},{"id":"W4417182237","doi":"10.1093/geroni/igaf117","title":"Socially focused intelligent assistive technologies for caregiving for homebound older adults with cognitive impairment: a scoping review","year":2025,"lang":"en","type":"review","venue":"Innovation in Aging","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; York University","funders":"Canada First Research Excellence Fund","keywords":"Cognition; Cognitive disabilities; Assistive technology; Aging in place; Healthy aging","score_opus":0.042273264502680305,"score_gpt":0.38764824146981747,"score_spread":0.34537497696713715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417182237","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000138425185,0.95214456,0.025495583,0.0014767982,0.00031046759,0.01943554,0.00011586136,0.00071090844,0.00029641364],"genre_scores_gemma":[0.0003018518,0.9827715,0.0034499904,0.00018488258,0.00009116807,0.012775489,0.00021290722,0.000060906343,0.00015128055],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.99642307,0.00018532881,0.0014118114,0.00090020295,0.00036016628,0.00071939634],"domain_scores_gemma":[0.99473286,0.0021916097,0.0014111905,0.0002941386,0.00134687,0.000023349523],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0019517198,0.00050802337,0.0017266624,0.0016623732,0.0006557611,0.00014116305,0.000629781,0.0006360471,0.000006384322],"category_scores_gemma":[0.0055861208,0.0004715549,0.0002349889,0.005088876,0.00044190517,0.00026586826,0.00016149216,0.0005516605,0.0000022950483],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013815825,0.00004330955,0.000037000555,0.13366143,0.00011183764,0.0000027902263,0.0026131354,9.457588e-8,1.2717518e-8,0.0050824312,0.00020244531,0.85823166],"study_design_scores_gemma":[0.0008610325,0.000073974035,0.000006970869,0.9368848,0.00039464093,0.0000014790065,0.008135338,0.0000019263434,0.0000050916474,0.0007774941,0.052298136,0.000559095],"about_ca_topic_score_codex":0.00009466251,"about_ca_topic_score_gemma":0.0025143279,"teacher_disagreement_score":0.8576726,"about_ca_system_score_codex":0.0010179102,"about_ca_system_score_gemma":0.0037876356,"threshold_uncertainty_score":0.9997736},"labels":[],"label_agreement":null},{"id":"W4417211745","doi":"10.1093/geroni/igaf136","title":"Associations of social isolation and loneliness with healthcare utilization among older adults: a systematic review and meta-analysis","year":2025,"lang":"en","type":"review","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Loneliness; Social isolation; Isolation (microbiology); Health care; Social care","score_opus":0.14091151089045448,"score_gpt":0.449791831700706,"score_spread":0.3088803208102515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417211745","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000133129815,0.9940783,0.00075407245,0.0025278649,0.000028234423,0.0023803378,0.00010114409,0.00002125526,0.00009549992],"genre_scores_gemma":[0.0017937,0.9963684,0.00009458932,0.0008544786,0.000022327522,0.00037244067,0.00029103746,0.000010890959,0.00019209892],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9967163,0.0008116924,0.0016847013,0.00026852803,0.0003260614,0.0001926858],"domain_scores_gemma":[0.99696875,0.0004924601,0.0016968704,0.00012525951,0.00068882486,0.000027851913],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024219675,0.00018799744,0.0031174603,0.0008536742,0.0003160501,0.00006460874,0.00009227132,0.00019203096,0.000021453281],"category_scores_gemma":[0.0009188255,0.00014701062,0.00018154943,0.006210383,0.00007178495,0.00021907262,0.000027226582,0.00018202182,1.8500808e-7],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[3.4975793e-7,0.000011456933,0.0017111934,0.97436726,0.0035782356,2.4180744e-7,0.0029748348,4.7145838e-7,1.505037e-10,0.014999324,0.000024225383,0.0023324022],"study_design_scores_gemma":[0.0003757767,0.000013040432,0.011636289,0.39741653,0.5794767,7.7581865e-7,0.0060806205,0.00007559822,1.9054863e-8,0.00022436697,0.003961738,0.00073853583],"about_ca_topic_score_codex":0.00282968,"about_ca_topic_score_gemma":0.007045115,"teacher_disagreement_score":0.5769507,"about_ca_system_score_codex":0.00018029343,"about_ca_system_score_gemma":0.0004209957,"threshold_uncertainty_score":0.5994919},"labels":[],"label_agreement":null},{"id":"W7117384814","doi":"10.1093/geroni/igaf150","title":"Virtual reality-based cognitive assessment tools for mild cognitive impairment screening: comparison with traditional paper-and-pencil-based cognitive assessment tools","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Ministry of Science and ICT, South Korea; Korea Health Industry Development Institute; Ministry of Trade, Industry and Energy; Ministry of Food and Drug Safety; Korea Medical Device Development Fund","keywords":"Cognitive Assessment System; Cognition; Cognitive impairment; Neuropsychological assessment; Dementia; Montreal Cognitive Assessment; Neuropsychology; Discriminative model; Cognitive test","score_opus":0.10585118542523869,"score_gpt":0.4149888267431017,"score_spread":0.30913764131786303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117384814","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5326828,0.000029824914,0.4517052,0.0042698216,0.000087285414,0.004350365,0.00051997876,0.000092674054,0.006262114],"genre_scores_gemma":[0.97875655,0.000005171084,0.004974534,0.0069318498,0.000103289756,0.0029671893,0.0060581933,0.000045105735,0.00015813319],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9954851,0.0003586085,0.0012159762,0.00093969045,0.00126296,0.00073763286],"domain_scores_gemma":[0.9927052,0.003949037,0.000421452,0.00017595982,0.002595855,0.00015246595],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0023322497,0.0004938164,0.00075455627,0.0013113886,0.000428482,0.00039027538,0.00012406599,0.00015999883,0.00029197545],"category_scores_gemma":[0.00078370573,0.00046702256,0.00012519794,0.0020557814,0.00038556196,0.00070046744,0.0000717519,0.0007992799,0.000003815197],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010538498,0.0064990306,0.7031134,0.0011280428,0.0015222005,0.00014882268,0.0007647988,0.00036423403,0.0018172843,0.015568767,0.00092427013,0.25761065],"study_design_scores_gemma":[0.031655025,0.003714983,0.9166892,0.0065750587,0.00052891945,0.00000777775,0.012547492,0.01871596,0.008388115,0.00037407177,0.0002534784,0.00054992654],"about_ca_topic_score_codex":0.00005968808,"about_ca_topic_score_gemma":0.00004070818,"teacher_disagreement_score":0.44673064,"about_ca_system_score_codex":0.0005507337,"about_ca_system_score_gemma":0.002090063,"threshold_uncertainty_score":0.99977815},"labels":[],"label_agreement":null},{"id":"W7118063508","doi":"10.1093/geroni/igaf122.2492","title":"Attitudes Toward Aging among Widowed Women: Identifying Profiles and Associated Factors","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Multinomial logistic regression; Depressive symptoms; Odds; Logistic regression; Health and Retirement Study; Psychological intervention; Perspective (graphical); Perception","score_opus":0.07108931472154081,"score_gpt":0.4051025508763415,"score_spread":0.3340132361548007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118063508","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9906772,0.00018561388,0.0011473666,0.0010496593,0.0005137962,0.00018755498,0.0000023030898,0.0001332008,0.0061033103],"genre_scores_gemma":[0.9953826,0.000002321382,0.00006824239,0.00026362066,0.000026624419,0.00008669887,0.000024085022,0.00001295467,0.0041328627],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984216,0.00017014875,0.00043973452,0.00036212525,0.00015061459,0.00045577838],"domain_scores_gemma":[0.99932843,0.0002052468,0.0001351699,0.00016952943,0.00013637931,0.000025246065],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011861477,0.0001382485,0.00022124733,0.0009869344,0.00016851565,0.00010144877,0.00014974119,0.00013215427,0.00013052308],"category_scores_gemma":[0.00036131006,0.00014288303,0.000016434173,0.0016980497,0.00016893126,0.00019449655,0.00010073006,0.00042900487,0.000009382005],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008421503,0.000045342655,0.9711868,0.00005120069,0.00008046076,0.000011290141,0.016207328,0.0000028164395,0.00032387956,0.008604974,0.00048332973,0.002994118],"study_design_scores_gemma":[0.00055878353,0.000010352886,0.98608637,0.00018657542,0.000004098046,9.5288135e-7,0.0110539505,0.00006878862,0.00031507746,0.0014721977,0.000114416536,0.00012843935],"about_ca_topic_score_codex":0.00037727022,"about_ca_topic_score_gemma":0.00006565217,"teacher_disagreement_score":0.0148995295,"about_ca_system_score_codex":0.00020173397,"about_ca_system_score_gemma":0.00004435391,"threshold_uncertainty_score":0.5826601},"labels":[],"label_agreement":null},{"id":"W7118063645","doi":"10.1093/geroni/igaf122.1622","title":"Hearing impairment and frailty: The hidden psycho-cognitive-social mediating pathway","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Loneliness; Biopsychosocial model; UCLA Loneliness Scale; Cognitive impairment; Cognition; Social isolation; Depression (economics); Structural equation modeling","score_opus":0.04992312466151262,"score_gpt":0.3436517973911779,"score_spread":0.2937286727296653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118063645","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9888824,0.000017784787,0.0007675225,0.0061862334,0.00025579243,0.00021776004,0.0000016236474,0.000042166565,0.0036286984],"genre_scores_gemma":[0.9979284,0.0000023421007,0.00012721328,0.001735192,0.00007475306,0.00003949741,0.0000014271822,0.000005879077,0.0000853214],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99906933,0.00009718288,0.00030989142,0.00022294454,0.00015147915,0.00014915784],"domain_scores_gemma":[0.9993504,0.00044666577,0.00007564065,0.00006561827,0.000053139214,0.000008505287],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00073401805,0.00006952829,0.00007733458,0.00025286738,0.0003083019,0.00008889176,0.0000674946,0.000038338738,0.0000047773556],"category_scores_gemma":[0.001009874,0.000055099932,0.000012440726,0.001336417,0.000075815806,0.0001349123,0.000059147864,0.0002006606,0.0000026609769],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019610521,0.00007541313,0.10269978,0.00010582904,0.000005232078,0.000003679241,0.020245472,0.000016984224,0.5053625,0.069823824,0.00010140396,0.30154026],"study_design_scores_gemma":[0.00077145133,0.000024983015,0.9514828,0.00024126173,0.0000023489508,0.0000017418315,0.002807582,0.0015771667,0.031005625,0.011377517,0.00057421287,0.00013335409],"about_ca_topic_score_codex":0.000047165642,"about_ca_topic_score_gemma":0.000002292812,"teacher_disagreement_score":0.84878296,"about_ca_system_score_codex":0.000051340518,"about_ca_system_score_gemma":0.00005434358,"threshold_uncertainty_score":0.23712401},"labels":[],"label_agreement":null},{"id":"W7118063740","doi":"10.1093/geroni/igaf122.2080","title":"Co-Exercise and Mood: The Role of Relationship Type in the Link Between Physical Activity and Positive Affect","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Physical Activity and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia Hospital; Simon Fraser University; University of British Columbia","funders":"","keywords":"Mood; Affect (linguistics); Physical activity; Moderation; Evening; Multilevel model; Morning; Psychological intervention","score_opus":0.03949056300342537,"score_gpt":0.3722628687309775,"score_spread":0.3327723057275522,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118063740","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9881247,0.000034317793,0.00006455958,0.009747677,0.000008401611,0.00025321177,0.0000026868693,0.000005307459,0.0017590855],"genre_scores_gemma":[0.9997676,0.0000072912317,0.000015663265,0.00011793753,0.00006656134,0.0000070005644,0.0000067994333,0.0000022660854,0.000008870391],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995877,0.00007831185,0.00009982145,0.00008637793,0.00007963608,0.000068144866],"domain_scores_gemma":[0.9990588,0.0007636533,0.000050386032,0.000080484664,0.00003973207,0.0000069633993],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003918667,0.00004511874,0.00014134389,0.00012106683,0.00005714955,0.000008549108,0.00002739737,0.000030005427,3.4234137e-7],"category_scores_gemma":[0.00014854317,0.000029285218,0.000007564721,0.00094616594,0.000063972875,0.00008070701,0.000013854547,0.00031335396,3.990215e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009943048,0.0001262021,0.82523763,0.00009015116,0.00001035493,5.77362e-7,0.0053446065,0.0000035303597,0.007842439,0.041821197,0.000009813845,0.11941409],"study_design_scores_gemma":[0.00031342547,0.000046025205,0.9750551,0.00022979816,0.000013943669,3.9978164e-7,0.00029354644,0.0005442822,0.0062003043,0.017250076,0.00002878825,0.000024282697],"about_ca_topic_score_codex":0.00012999991,"about_ca_topic_score_gemma":0.000012921578,"teacher_disagreement_score":0.14981753,"about_ca_system_score_codex":0.000023003937,"about_ca_system_score_gemma":0.000043384072,"threshold_uncertainty_score":0.13613844},"labels":[],"label_agreement":null},{"id":"W7118063890","doi":"10.1093/geroni/igaf122.426","title":"Life Events and Loneliness Transitions Among Middle-Aged and Older Adults Around the World","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Loneliness; Life course approach; Population; Health and Retirement Study; Diversity (politics); Longitudinal study; Multimorbidity; Longitudinal data","score_opus":0.03127757637206966,"score_gpt":0.3364732351107311,"score_spread":0.3051956587386614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118063890","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94728804,0.00018199836,0.00057681726,0.049916435,0.0002490812,0.00023043824,0.0000020932073,0.000020795875,0.0015343014],"genre_scores_gemma":[0.99144495,0.00004101173,0.000060901646,0.0073788576,0.00007788183,0.000026123595,0.0000036365718,0.0000028561105,0.00096380746],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99927396,0.00008478456,0.00025955914,0.00011188981,0.00010712027,0.00016267384],"domain_scores_gemma":[0.99960726,0.00019276407,0.000048398204,0.000056916448,0.00006320684,0.000031460844],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00075801765,0.000050091192,0.00007937012,0.0002033864,0.00050723006,0.00007127308,0.000055768895,0.000032509033,0.000015373531],"category_scores_gemma":[0.0002726166,0.00004262577,0.0000077015575,0.0013043999,0.000108649794,0.00018274915,0.000015205572,0.00012461118,4.1835887e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000064619403,0.000016079257,0.9070011,0.00012361484,0.000005696055,6.913618e-7,0.018978372,0.000009659514,0.0000011969324,0.068544276,0.00060870143,0.0047041927],"study_design_scores_gemma":[0.0003654615,8.5562857e-7,0.9767918,0.00045606957,0.0000033082815,7.9314766e-8,0.017714525,0.00015090423,0.0000023662815,0.0017403252,0.0027214012,0.000052915326],"about_ca_topic_score_codex":0.0032121667,"about_ca_topic_score_gemma":0.019979514,"teacher_disagreement_score":0.069790736,"about_ca_system_score_codex":0.000033721946,"about_ca_system_score_gemma":0.00010832507,"threshold_uncertainty_score":0.9979033},"labels":[],"label_agreement":null},{"id":"W7118063928","doi":"10.1093/geroni/igaf122.3203","title":"Geriatric assessment in patients aged 70 and over considered for CAR-T therapy: Adescriptive study","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"CAR-T cell therapy research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval","funders":"","keywords":"Geriatric oncology; Geriatrics; Medical record; Geriatric care; Risk assessment; Clinical Practice; Cancer; MEDLINE","score_opus":0.046763167701504474,"score_gpt":0.379507360857487,"score_spread":0.3327441931559825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118063928","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99558145,0.000060484297,0.00017165577,0.00047484005,0.00015306748,0.0024236953,0.0000035730716,0.00001879904,0.0011124364],"genre_scores_gemma":[0.99803483,0.000014584173,0.00024968933,0.00058536464,0.000027868487,0.00023215846,0.000026559886,0.000013488846,0.00081547204],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988121,0.00009013733,0.0004350839,0.00025303394,0.00022213875,0.000187536],"domain_scores_gemma":[0.9993627,0.00016549157,0.00007628129,0.00015591928,0.00022428724,0.000015331847],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008351726,0.00010244772,0.0002277149,0.0011080113,0.000045745765,0.000038018963,0.000042926127,0.00004722033,0.000098262906],"category_scores_gemma":[0.00015186938,0.0000990184,0.000016255399,0.0017926315,0.000027043065,0.00008562044,0.000038530572,0.00025703842,2.7173894e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000372653,0.0004259353,0.9627933,0.000040519597,0.000052127067,0.000004831476,0.0021092666,0.0000031612044,0.013658387,0.00034224265,0.00034407523,0.0198535],"study_design_scores_gemma":[0.013705498,0.00027906368,0.98202205,0.00008062648,0.0000071193335,2.4704127e-7,0.0016496449,0.00021534757,0.00087386725,0.0005286101,0.000559669,0.000078250734],"about_ca_topic_score_codex":0.00018755406,"about_ca_topic_score_gemma":0.000058908623,"teacher_disagreement_score":0.019775249,"about_ca_system_score_codex":0.00031700887,"about_ca_system_score_gemma":0.00017866673,"threshold_uncertainty_score":0.40378532},"labels":[],"label_agreement":null},{"id":"W7118063988","doi":"10.1093/geroni/igaf122.2336","title":"The Economic Implications of the Covid-19 Pandemic on Older Adults in the U.S","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"COVID-19 Pandemic Impacts","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Receipt; Payment; Falling (accident); Pandemic; Government (linguistics); Population; Quarter (Canadian coin)","score_opus":0.05743609361240725,"score_gpt":0.32242703535112843,"score_spread":0.2649909417387212,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118063988","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.936744,0.00018796923,0.0012383327,0.05265195,0.0003815177,0.00053097995,0.00003197184,0.000016901551,0.008216384],"genre_scores_gemma":[0.98501545,0.000052189615,0.000009650537,0.014626166,0.000027273209,0.00008685983,0.000004941119,0.0000063721754,0.0001711015],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99868816,0.00004600345,0.0008360358,0.00021856335,0.00002865853,0.00018257872],"domain_scores_gemma":[0.99812746,0.000898446,0.00040699862,0.0005331356,0.000023581582,0.000010397306],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021233065,0.00008660966,0.00014163584,0.0004544464,0.00016750595,0.000048073747,0.0005237313,0.00005896647,0.000020765576],"category_scores_gemma":[0.0013264315,0.00006072276,0.000036450914,0.001547149,0.000075560376,0.00008807058,0.00006402293,0.00025496192,0.000021024534],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000067856568,0.000013320376,0.6074597,0.000013644919,0.000004756726,5.819673e-8,0.001345537,0.001288142,0.000008151074,0.38695282,0.0013475491,0.0015595452],"study_design_scores_gemma":[0.0007321653,0.0000053097433,0.8624292,0.000056514564,0.0000013351823,0.0000012802349,0.00044637805,0.0010991445,0.000021197442,0.09148912,0.043635987,0.000082340295],"about_ca_topic_score_codex":0.0009918188,"about_ca_topic_score_gemma":0.0011037751,"teacher_disagreement_score":0.29546368,"about_ca_system_score_codex":0.00079245726,"about_ca_system_score_gemma":0.00021238055,"threshold_uncertainty_score":0.24762022},"labels":[],"label_agreement":null},{"id":"W7118064167","doi":"10.1093/geroni/igaf122.860","title":"Strengthening Personal Capacity of Older Adults in Culturally Diverse Context","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Empowerment; Psychological resilience; Mental health; Multiculturalism; Immigration; Social exclusion; Cultural diversity","score_opus":0.020623528374438965,"score_gpt":0.2926956712090586,"score_spread":0.2720721428346196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118064167","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99383044,0.000028820932,0.00017146154,0.0022990308,0.00018099746,0.00018680556,0.0000030894396,0.000064654174,0.003234675],"genre_scores_gemma":[0.9991908,0.000005389069,0.00037112238,0.00021454011,0.000016619151,0.000012831817,0.000003546124,0.0000028964862,0.00018223589],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989893,0.00006872726,0.0003936124,0.00017994626,0.00017593443,0.00019251063],"domain_scores_gemma":[0.9994633,0.000090210444,0.00013878504,0.00007766867,0.00022110816,0.000008924557],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005902561,0.000071090944,0.00012923936,0.00063823914,0.000100106685,0.000015663176,0.00017179216,0.00010859675,0.00003624044],"category_scores_gemma":[0.00064568006,0.00007699349,0.000017092409,0.002458916,0.00020026365,0.00023793786,0.000045328223,0.00023432443,0.0000023126256],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016967972,0.00007077699,0.6381908,0.00003898547,0.0000098294395,0.0000035918595,0.19812532,0.000010451978,0.0009617727,0.111832246,0.00023749843,0.050501738],"study_design_scores_gemma":[0.0028644977,0.0000130402805,0.70561355,0.0018830231,0.0000056697295,5.3523104e-7,0.27896425,0.00055550085,0.003997607,0.003916619,0.0019230174,0.0002626845],"about_ca_topic_score_codex":0.005487752,"about_ca_topic_score_gemma":0.013853578,"teacher_disagreement_score":0.107915625,"about_ca_system_score_codex":0.0001703156,"about_ca_system_score_gemma":0.00009695365,"threshold_uncertainty_score":0.82958764},"labels":[],"label_agreement":null},{"id":"W7118064177","doi":"10.1093/geroni/igaf122.3288","title":"Longitudinal Analysis of Driving Behavior and Cognitive Performance in Older Adults","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cognition; Montreal Cognitive Assessment; Effects of sleep deprivation on cognitive performance; Longitudinal study; Cognitive decline; Baseline (sea); Displacement (psychology); Poison control","score_opus":0.032134670163894305,"score_gpt":0.4017619110915002,"score_spread":0.3696272409276059,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118064177","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9976569,0.000060198407,0.00048049173,0.00023666964,0.00013950105,0.00039806636,0.0000038055555,0.000021886937,0.001002486],"genre_scores_gemma":[0.9994001,0.0000269609,0.00010376264,0.00012112547,0.000012751827,0.00016165467,0.00001328768,0.000005732681,0.00015462044],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99860835,0.000084912186,0.00074416865,0.0002267668,0.00011592042,0.00021989287],"domain_scores_gemma":[0.9989044,0.00041223085,0.00022201122,0.00009986545,0.00035314588,0.000008345356],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061676675,0.00009383509,0.00028362175,0.0021532627,0.00015133341,0.0000049263354,0.000056113844,0.00006290412,0.00002696735],"category_scores_gemma":[0.00038012225,0.00009653821,0.000015843756,0.005424822,0.00005314304,0.00015694468,0.00011495205,0.00032779845,0.0000014205597],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000063938055,0.000049217517,0.9851459,0.000268578,0.00006474504,0.0000015471787,0.008001373,0.000015660446,0.00004015877,0.00026597196,0.000010467654,0.0061299405],"study_design_scores_gemma":[0.0009233959,0.00000680575,0.9882039,0.0037787315,0.00011219114,7.741722e-8,0.005357503,0.0014507066,0.000069626185,0.000016617063,0.0000049425553,0.00007553684],"about_ca_topic_score_codex":0.00023643971,"about_ca_topic_score_gemma":0.0033486707,"teacher_disagreement_score":0.0060544037,"about_ca_system_score_codex":0.000088133886,"about_ca_system_score_gemma":0.000059014394,"threshold_uncertainty_score":0.39367142},"labels":[],"label_agreement":null},{"id":"W7118064272","doi":"10.1093/geroni/igaf122.824","title":"Long-Term Changes in Daily Stress Reactivity as a Mediator Between Changes in Health and Well-Being Across 20 Years","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Mental Health Research Topics","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Affect (linguistics); Reactivity (psychology); Longitudinal study; Stress (linguistics); Life satisfaction; Mediator; Activities of daily living; Multilevel model","score_opus":0.06259115745616779,"score_gpt":0.459615056852124,"score_spread":0.3970238993959562,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118064272","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98526067,0.0003303382,0.000026565336,0.012366781,0.00031519594,0.0005461706,0.0000128523825,0.00002621644,0.0011152276],"genre_scores_gemma":[0.99759847,0.00014215674,0.000046433648,0.0013943423,0.00012136906,0.00012732683,0.000065870074,0.0000138996775,0.0004901467],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980911,0.0002903179,0.00047056001,0.00036939068,0.00021095994,0.00056764233],"domain_scores_gemma":[0.99925566,0.000272833,0.0001589079,0.00021304398,0.000039135997,0.000060446895],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002059102,0.00011714796,0.0002573095,0.0010601056,0.00006155082,0.000039090482,0.00014328065,0.00011991119,0.00005132905],"category_scores_gemma":[0.00016475332,0.00014035565,0.0000062273607,0.0019997542,0.000059691796,0.0001163327,0.00014133666,0.00056011777,0.000010652373],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031203857,0.000053539796,0.8581737,0.0003404103,0.0000056033764,0.000037244827,0.011600995,4.396681e-7,0.000097911725,0.0011081621,0.000060351587,0.1284904],"study_design_scores_gemma":[0.0010549326,0.000055202974,0.99370474,0.0007063383,5.776173e-7,0.0000013339132,0.002110404,0.000014880884,0.0006262846,0.0005649909,0.0010638522,0.00009646593],"about_ca_topic_score_codex":0.0030577995,"about_ca_topic_score_gemma":0.023572087,"teacher_disagreement_score":0.135531,"about_ca_system_score_codex":0.0003957886,"about_ca_system_score_gemma":0.0001218461,"threshold_uncertainty_score":0.9942452},"labels":[],"label_agreement":null},{"id":"W7118064311","doi":"10.1093/geroni/igaf122.1159","title":"The Evolving and Expanding Role of Personal Support Workers in End-of-Life Care in the Long-Term Care Setting","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; University of Toronto","funders":"","keywords":"Workforce; Documentation; Work (physics); Health care; Economic shortage; Quality (philosophy); Qualitative research","score_opus":0.02209728070379207,"score_gpt":0.3822679806506814,"score_spread":0.36017069994688933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118064311","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9938715,0.0023623337,0.00002577117,0.00094753073,0.00030864333,0.00031840557,0.0000037110376,0.000008483771,0.0021535938],"genre_scores_gemma":[0.99966025,0.000021472977,0.00005745135,0.00012074085,0.00004395836,0.000038467166,0.000024277619,0.0000062545932,0.000027106602],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99863535,0.00019950209,0.00064478995,0.00013551785,0.00015495467,0.00022989516],"domain_scores_gemma":[0.99880385,0.00067129935,0.00022277517,0.000116585084,0.00017728245,0.000008194775],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001101107,0.00007716839,0.00015316138,0.0005083348,0.00024238993,0.000014698287,0.00011486364,0.000072485214,0.000013770844],"category_scores_gemma":[0.00030613242,0.000058305803,0.000017491213,0.0015574313,0.000046483616,0.00008460011,0.0000591756,0.00038819606,2.8008074e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000186757,0.000004275887,0.81427115,0.0002759464,0.0000029503146,0.0000012406126,0.16444817,0.0000065302797,0.00018609545,0.00026794072,0.00008523645,0.02043179],"study_design_scores_gemma":[0.00033633065,0.000005970906,0.57718784,0.0008656473,0.0000026962962,1.8002252e-7,0.42136404,0.000031385953,0.000054134038,0.000064908716,0.000054395656,0.00003248644],"about_ca_topic_score_codex":0.00083958963,"about_ca_topic_score_gemma":0.0019154366,"teacher_disagreement_score":0.25691584,"about_ca_system_score_codex":0.00019123516,"about_ca_system_score_gemma":0.00042153036,"threshold_uncertainty_score":0.23776416},"labels":[],"label_agreement":null},{"id":"W7118064465","doi":"10.1093/geroni/igaf122.3736","title":"Complex post-traumatic stress disorder is linked with accelerated epigenetic aging in female Yazidi ex-captives.","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Epigenetics and DNA Methylation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Epigenetics; Cellular Aging; Biological age; Affect (linguistics); Telomere; Fight-or-flight response","score_opus":0.03296871165328692,"score_gpt":0.31494172876576126,"score_spread":0.28197301711247436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118064465","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9852894,0.0006432117,0.011776034,0.0006146375,0.0000733369,0.00033206234,0.000010372575,0.000015035131,0.0012459031],"genre_scores_gemma":[0.99738264,0.000092906164,0.0013080956,0.0005301719,0.000035094654,0.000037674654,0.0003328724,0.0000216477,0.00025890788],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99859124,0.00007651169,0.0005464333,0.0003893804,0.00013344453,0.0002630087],"domain_scores_gemma":[0.99924606,0.000026993968,0.00015484673,0.00027130844,0.0002812778,0.000019526646],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030439225,0.00018079508,0.000183214,0.0004839925,0.00006983984,0.00006317115,0.00015497675,0.00011503033,0.00003097165],"category_scores_gemma":[0.00007697602,0.00018386058,0.000022168164,0.0014676773,0.000053412852,0.000012410551,0.0000771069,0.00016005598,0.0000030674673],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040935618,0.00014410037,0.45784083,0.00011446253,0.00003520826,0.0000037878406,0.0016001757,0.004717727,0.5238233,0.0004285119,0.000017015767,0.011233942],"study_design_scores_gemma":[0.0015371097,0.00010789956,0.8166164,0.00032830614,0.000010234397,6.470904e-7,0.0021936835,0.0032257694,0.17385902,0.00040066548,0.0013761431,0.00034411656],"about_ca_topic_score_codex":0.00032240426,"about_ca_topic_score_gemma":0.0010443805,"teacher_disagreement_score":0.3587756,"about_ca_system_score_codex":0.000042199827,"about_ca_system_score_gemma":0.000102269136,"threshold_uncertainty_score":0.7497617},"labels":[],"label_agreement":null},{"id":"W7118064794","doi":"10.1093/geroni/igaf122.874","title":"Prevalence and Risk Factors of Resident to Staff Aggression in Long Term Care Facilities in Hong Kong","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Dementia; Aggression; Logistic regression; Long-term care; Health care; Human factors and ergonomics; Occupational safety and health","score_opus":0.018686014174387824,"score_gpt":0.3293250658370288,"score_spread":0.310639051662641,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118064794","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99795717,0.00097578095,0.00006834125,0.00013921665,0.00008307095,0.0002131954,0.0000039438028,0.000012254176,0.000547024],"genre_scores_gemma":[0.9987368,0.0010328175,0.000028241593,0.000012350117,0.000008445885,0.000009853515,0.000001971683,0.0000023775196,0.00016712156],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99907124,0.00012628712,0.00032715214,0.00016015589,0.00016533474,0.00014985904],"domain_scores_gemma":[0.99962044,0.00012968025,0.00008555092,0.00007691793,0.00007607953,0.00001134973],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043749769,0.00005953465,0.000104860956,0.00076883694,0.00007855262,0.000029835095,0.00009145558,0.000048093396,0.000010939],"category_scores_gemma":[0.000319757,0.000061332954,0.000007524701,0.0017315632,0.00005019009,0.00020849633,0.000049441438,0.00012905328,2.7207471e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000502364,0.0000070027354,0.8561098,0.00010682759,0.0000011578267,0.0000017319583,0.1299446,0.000051178828,0.00029444252,0.00022348383,0.000007335757,0.0132474],"study_design_scores_gemma":[0.0001588417,0.000009626126,0.95674413,0.003755976,0.0000013101235,1.971649e-8,0.03508413,0.0000063588896,0.0037744308,0.00038049923,0.000024246447,0.00006041402],"about_ca_topic_score_codex":0.012060261,"about_ca_topic_score_gemma":0.0381507,"teacher_disagreement_score":0.10063434,"about_ca_system_score_codex":0.0001508592,"about_ca_system_score_gemma":0.00008889315,"threshold_uncertainty_score":0.9945185},"labels":[],"label_agreement":null},{"id":"W7118064860","doi":"10.1093/geroni/igaf122.1566","title":"sTNFR1 is Associated with Depressive Symptoms in Community-Dwelling Older Adults: A Logistic Regression Analysis","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Tryptophan and brain disorders","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Depression (economics); Logistic regression; Psychological intervention; Dementia; Biomarker; Cognition; Demographics; Depressive symptoms","score_opus":0.02565475111469186,"score_gpt":0.3047123113952952,"score_spread":0.27905756028060336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118064860","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9910324,0.000041084895,0.0067584794,0.00042663506,0.00005749264,0.00020341796,0.000005909321,0.000070828435,0.001403705],"genre_scores_gemma":[0.99749666,0.0000068083664,0.00005453968,0.002214415,0.0000047263543,0.000030597454,0.000026345939,0.000009633192,0.00015627759],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984665,0.00032660138,0.00045079997,0.00030058733,0.0002146611,0.00024084879],"domain_scores_gemma":[0.9987302,0.00063142343,0.00023983503,0.000275916,0.000109584,0.000013079972],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040855524,0.00014177813,0.00022875202,0.001728576,0.00018514383,0.00006999481,0.0002559407,0.00008072308,0.000027973083],"category_scores_gemma":[0.0013388937,0.0001246143,0.000027668002,0.011581293,0.000089207824,0.00018945133,0.00007449807,0.00052614545,0.0000023107143],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016032747,0.00067945797,0.944736,0.00012638152,0.00012635386,0.00007142199,0.013813159,0.011461961,0.010693525,0.0050028097,0.00025053712,0.012878073],"study_design_scores_gemma":[0.0065609547,0.0000575066,0.85325676,0.005580207,0.00007950231,0.0000019654217,0.0050771623,0.067641705,0.05748465,0.0035545966,0.00008123265,0.0006237441],"about_ca_topic_score_codex":0.000263909,"about_ca_topic_score_gemma":0.00038103602,"teacher_disagreement_score":0.09147922,"about_ca_system_score_codex":0.00013302638,"about_ca_system_score_gemma":0.000049968818,"threshold_uncertainty_score":0.55644274},"labels":[],"label_agreement":null},{"id":"W7118064993","doi":"10.1093/geroni/igaf122.1243","title":"Rediscover Neighborhood: A Synthesis of Lived Experiences Following Dementia Diagnosis Through Walking Interview","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Dementia; Lived experience; Vulnerability (computing); Citizen journalism; Bridge (graph theory); Psychological resilience; Tracking (education); Resilience (materials science)","score_opus":0.07062899617702738,"score_gpt":0.418370414502124,"score_spread":0.3477414183250966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118064993","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9727549,0.00091949746,0.009643444,0.0029180376,0.0015515072,0.0004705187,0.0000017533652,0.00008145145,0.011658916],"genre_scores_gemma":[0.9960653,0.000114203125,0.0013852436,0.0010836192,0.00005511292,0.0011779567,0.0000026099017,0.00001352044,0.00010241138],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976687,0.00033201792,0.0011838033,0.00028221522,0.00020737534,0.00032591706],"domain_scores_gemma":[0.99785846,0.0013158883,0.00039833097,0.00023504731,0.00018351394,0.00000876081],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011237665,0.00014751939,0.0003581477,0.00044249222,0.0003501765,0.000015543863,0.0002167828,0.0000771371,0.00012819997],"category_scores_gemma":[0.00206963,0.0001384732,0.00005889853,0.0021222425,0.00004897575,0.00037274667,0.0002766177,0.0002728995,0.000007118731],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002348303,0.000044670072,0.89338577,0.00047645753,0.00012287321,0.000002094287,0.09051745,0.0000028267293,0.00023878514,0.0029985548,0.0010149475,0.011193214],"study_design_scores_gemma":[0.0013191164,0.000030074698,0.5352503,0.035493888,0.0001662061,2.2183195e-7,0.40405172,0.0002106203,0.009388796,0.009147401,0.004463171,0.00047847966],"about_ca_topic_score_codex":0.00026686286,"about_ca_topic_score_gemma":0.00017029757,"teacher_disagreement_score":0.3581355,"about_ca_system_score_codex":0.00013916868,"about_ca_system_score_gemma":0.00010564523,"threshold_uncertainty_score":0.56467736},"labels":[],"label_agreement":null},{"id":"W7118065039","doi":"10.1093/geroni/igaf122.3799","title":"Is Motor Function in MCI Related to Caregiver Ratings of Cognition and Everyday Function?","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cognition; Caregiver burden; Caregiver stress; Everyday life; Activities of daily living; Perceived Stress Scale","score_opus":0.014787308498827683,"score_gpt":0.3208026476457751,"score_spread":0.3060153391469474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118065039","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98764443,0.00004099473,0.0022674752,0.0018895665,0.00011223029,0.00047988986,0.0000022484699,0.000018036828,0.007545106],"genre_scores_gemma":[0.9964321,0.000006493662,0.00007074891,0.0014333676,0.000010941688,0.000052505453,0.000033629876,0.0000053124754,0.0019548766],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99910504,0.000034471588,0.00037457692,0.00018252185,0.00018354256,0.00011982354],"domain_scores_gemma":[0.9993994,0.000044818637,0.00006214775,0.00006897484,0.0004084494,0.000016166035],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047367724,0.000066507186,0.00012171375,0.0012349137,0.000031347387,0.0000137709585,0.000019032397,0.000049308852,0.00015783407],"category_scores_gemma":[0.00017566334,0.00006927947,0.000012820401,0.0023782046,0.00002556558,0.00013841831,0.00002912519,0.00015173067,0.00000694138],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041425347,0.00010162789,0.8660617,0.00018163837,0.00004219822,0.000004754297,0.0011890674,0.0000036736985,0.10038711,0.0017518434,0.0006952325,0.029166942],"study_design_scores_gemma":[0.0023008175,0.00019956821,0.9815588,0.00059853576,0.000027174761,0.0000015327545,0.0013424272,0.00029231876,0.011197513,0.0017843327,0.00063810113,0.000058885435],"about_ca_topic_score_codex":0.00006395972,"about_ca_topic_score_gemma":0.000008777238,"teacher_disagreement_score":0.115497135,"about_ca_system_score_codex":0.00007151607,"about_ca_system_score_gemma":0.00006325122,"threshold_uncertainty_score":0.2825135},"labels":[],"label_agreement":null},{"id":"W7118065221","doi":"10.1093/geroni/igaf122.3245","title":"Improving Vietnamese Immigrants’ Cognitive Health Literacy: University-Community Partnerships","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Vietnamese; Cohort; Dementia; Cognition; Cohort study; Health care","score_opus":0.051544023460875575,"score_gpt":0.3676482069930906,"score_spread":0.31610418353221503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118065221","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96567756,0.0002549015,0.017021894,0.004981206,0.00050701783,0.00040246698,0.000017639242,0.00011440706,0.011022903],"genre_scores_gemma":[0.99333984,0.0000075591374,0.00030801172,0.004552243,0.000038012906,0.000012070548,0.00010985801,0.000008727299,0.0016236927],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9981714,0.0006747381,0.0005081147,0.00021774937,0.000093478404,0.00033451014],"domain_scores_gemma":[0.99894017,0.00028956486,0.00023830269,0.00023747659,0.00025419472,0.000040283947],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015484248,0.00011691719,0.00017634085,0.00097243424,0.00042657013,0.00003576146,0.00014780626,0.00008076205,0.00009893712],"category_scores_gemma":[0.00015872052,0.00014034264,0.000023919436,0.0028624616,0.00004541087,0.00023349118,0.00003888458,0.0006658546,0.000036454832],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025800953,0.00039178593,0.24110474,0.00040017115,0.000054066437,0.000017790795,0.15746886,0.0000044537414,0.0001097632,0.18448693,0.0028162024,0.41288725],"study_design_scores_gemma":[0.0050967997,0.0001414084,0.85242486,0.001050777,0.000018207742,0.000008103523,0.121196456,0.00068883784,0.00016625214,0.0051404685,0.013645495,0.00042233677],"about_ca_topic_score_codex":0.0068777334,"about_ca_topic_score_gemma":0.002663851,"teacher_disagreement_score":0.61132014,"about_ca_system_score_codex":0.00018789119,"about_ca_system_score_gemma":0.00027745205,"threshold_uncertainty_score":0.99973553},"labels":[],"label_agreement":null},{"id":"W7118065296","doi":"10.1093/geroni/igaf122.862","title":"Promoting Social Resilience for Racialized Older Immigrants in Canada: Stakeholder Engagement Project Findings","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"MacEwan University","funders":"","keywords":"Immigration; Focus group; Social isolation; Psychological resilience; Loneliness; Population; Metropolitan area; Stakeholder","score_opus":0.0727179310064223,"score_gpt":0.37987335195303124,"score_spread":0.3071554209466089,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118065296","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9926287,0.0000365594,0.0016654882,0.0024830601,0.0005475784,0.0013385692,0.000010689556,0.000024083924,0.0012652631],"genre_scores_gemma":[0.99713564,0.0000010665933,0.00025622832,0.0014382234,0.00005573233,0.00057577895,0.00003867888,0.000010113871,0.0004885563],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99824226,0.00012865491,0.00076557905,0.00031259665,0.0001566658,0.00039424945],"domain_scores_gemma":[0.9994474,0.00014166819,0.00015359085,0.00010742602,0.00013862611,0.000011256418],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014543651,0.00011056356,0.00017411797,0.00067137735,0.00020140778,0.00002609256,0.00011399014,0.00006144087,0.00004975531],"category_scores_gemma":[0.00023481382,0.00012351897,0.000014094688,0.002202997,0.00001549597,0.00010074671,0.000016969967,0.00023626548,0.0000013498903],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001904851,0.00017852432,0.66431224,0.00050424,0.000030936546,0.000013031759,0.16890466,0.000019865003,0.0007567996,0.059410974,0.020052757,0.0856255],"study_design_scores_gemma":[0.003286214,0.000014806571,0.97484547,0.0002287649,0.0000050955305,6.758315e-7,0.013667637,0.000491693,0.00068519975,0.0010123252,0.005578128,0.00018396415],"about_ca_topic_score_codex":0.50851923,"about_ca_topic_score_gemma":0.79053414,"teacher_disagreement_score":0.3105333,"about_ca_system_score_codex":0.00054096215,"about_ca_system_score_gemma":0.0013394946,"threshold_uncertainty_score":0.5036957},"labels":[],"label_agreement":null},{"id":"W7118065365","doi":"10.1093/geroni/igaf122.2899","title":"Characterizing Occupational Complexity: Insights from the Canadian Longitudinal Study on Aging","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Occupational Therapy Practice and Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Innovation and Economic Development Trois Rivières; Université du Québec à Trois-Rivières","funders":"","keywords":"Longitudinal study; Cognition; Autonomy; Longitudinal data; Cohort; Task (project management); Principal component analysis","score_opus":0.34861346866330867,"score_gpt":0.523906261265693,"score_spread":0.17529279260238428,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118065365","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96487767,0.00002808954,0.0002832361,0.022740597,0.00073791883,0.00079838303,0.00002018764,0.000033928252,0.01047997],"genre_scores_gemma":[0.9882623,0.000003033362,0.00011478719,0.010575481,0.0003485643,0.00013259608,0.00016797891,0.000010788361,0.00038448244],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99774015,0.000638221,0.0006195282,0.00027616296,0.00040817144,0.00031777465],"domain_scores_gemma":[0.99747074,0.0016026122,0.00019380511,0.0002702382,0.00042809863,0.000034488177],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001330053,0.00011843318,0.0001451713,0.00086050393,0.0019187438,0.000077307406,0.00023989126,0.00008065562,0.0002540151],"category_scores_gemma":[0.0005128417,0.00009103448,0.000017009048,0.0021131907,0.00004447272,0.00027246727,0.0000743055,0.0010867962,0.00012750895],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000061152416,0.00007333245,0.9271482,0.000009426553,0.000037391113,0.0000064852493,0.0049072495,0.000011945456,0.0002834174,0.06545193,0.0009050639,0.0011043961],"study_design_scores_gemma":[0.0006796875,0.000015941576,0.97479963,0.00026010853,0.00000442197,1.0630028e-7,0.0053631444,0.00019899306,0.000027751357,0.006317907,0.01224765,0.000084667896],"about_ca_topic_score_codex":0.12582226,"about_ca_topic_score_gemma":0.29022408,"teacher_disagreement_score":0.1644018,"about_ca_system_score_codex":0.00061993214,"about_ca_system_score_gemma":0.0012515709,"threshold_uncertainty_score":0.99938065},"labels":[],"label_agreement":null},{"id":"W7118065502","doi":"10.1093/geroni/igaf122.3310","title":"The Effects of Living Arrangements on Depression and Life Satisfaction in Rural Chinese Older Adults: A 20-Year Study","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Spouse; Life satisfaction; Context (archaeology); Activities of daily living; Filial piety; Depression (economics); Independent living; China","score_opus":0.004174377711969307,"score_gpt":0.2878136389605086,"score_spread":0.2836392612485393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118065502","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9979116,0.00006278466,0.00014072876,0.00021101272,0.00047144276,0.00033369893,3.7926205e-7,0.000008057784,0.0008603049],"genre_scores_gemma":[0.99968106,0.000025343403,0.00001504936,0.00011905785,0.000037180547,0.000041795887,9.851778e-7,0.000003008705,0.00007653639],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992592,0.00012762733,0.00023826804,0.00009935661,0.00018313744,0.00009242992],"domain_scores_gemma":[0.9993093,0.00045518982,0.000081172155,0.000059092425,0.00008810814,0.0000071081367],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006918791,0.000052050607,0.00006863855,0.000245758,0.00019933094,0.000048429196,0.000055690867,0.000026826381,0.0000027057793],"category_scores_gemma":[0.0013138657,0.000041524127,0.00000830916,0.0008250244,0.000023086428,0.00011403958,0.000031891068,0.000090696274,2.653801e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001176677,0.00003508671,0.9725707,0.000019956296,0.0000054995908,3.1682322e-7,0.011523983,0.0000650245,0.00039783298,0.0054246397,0.000026121443,0.009919047],"study_design_scores_gemma":[0.0002708267,0.000013865355,0.9811486,0.0010617335,0.0000013813815,1.2905803e-8,0.016089939,0.0010724107,0.000012437688,0.00028231167,0.000007872711,0.000038610622],"about_ca_topic_score_codex":0.0016141845,"about_ca_topic_score_gemma":0.00720755,"teacher_disagreement_score":0.009880437,"about_ca_system_score_codex":0.00007712294,"about_ca_system_score_gemma":0.000035290035,"threshold_uncertainty_score":0.40219823},"labels":[],"label_agreement":null},{"id":"W7118065664","doi":"10.1093/geroni/igaf122.2564","title":"Inhibitory Control in Aging: A Systematic Review and Meta-Analysis of the Flanker Task","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Neural and Behavioral Psychology Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières; Innovation and Economic Development Trois Rivières","funders":"","keywords":"Task (project management); Inhibitory control; Ageing; Cognition; Cognitive aging; Response inhibition","score_opus":0.13871864719047716,"score_gpt":0.39305176910721634,"score_spread":0.2543331219167392,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118065664","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9514292,0.011787694,0.00009797439,0.034071077,0.00020923241,0.0016758336,0.000016354548,0.000029753925,0.00068286224],"genre_scores_gemma":[0.98650324,0.000044336106,0.000003609917,0.013023893,0.0000017881966,0.00008926399,3.224122e-7,0.000002048592,0.00033151236],"study_design_codex":"bench_or_experimental","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99872875,0.00023654939,0.00063395244,0.00020210311,0.000109171255,0.00008950046],"domain_scores_gemma":[0.9993617,0.00016606064,0.0002284338,0.00018595492,0.000054029344,0.0000038416797],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006033309,0.000081480415,0.00068877975,0.0004931188,0.000041950687,0.000010596165,0.000116823954,0.00002013283,0.0000071453283],"category_scores_gemma":[0.00037149878,0.000047645462,0.00008623149,0.0045255693,0.000080590304,0.00006727762,0.00004916643,0.00012816284,7.192211e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000199448,0.00040564325,0.23155221,0.08097997,0.010499945,0.00003845628,0.0023261793,0.00015493034,0.6562645,0.015736641,0.0018499767,0.00017159812],"study_design_scores_gemma":[0.0042582736,0.00007452304,0.25210336,0.02105175,0.6110571,0.000024327497,0.0012273033,0.0012079619,0.101528816,0.005678893,0.00044115362,0.0013465384],"about_ca_topic_score_codex":0.000020275307,"about_ca_topic_score_gemma":0.00002893229,"teacher_disagreement_score":0.60055715,"about_ca_system_score_codex":0.000016672857,"about_ca_system_score_gemma":0.000007859934,"threshold_uncertainty_score":0.21743861},"labels":[],"label_agreement":null},{"id":"W7118065761","doi":"10.1093/geroni/igaf122.3022","title":"Barriers &amp; Facilitators of Innovation in Long-Term Care Homes During COVID-19 in Brazil: views from key stakeholders","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Thematic analysis; Workforce; Dignity; Perception; Perspective (graphical); Order (exchange)","score_opus":0.07851030400227754,"score_gpt":0.4184728699231233,"score_spread":0.3399625659208458,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118065761","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9939014,0.0005038013,0.0012709557,0.0018494604,0.00096957845,0.0007700312,0.000055948116,0.000066181354,0.00061267137],"genre_scores_gemma":[0.9981081,0.000036195554,0.00024902725,0.0007836874,0.000043347278,0.000109678695,0.00041219764,0.00001732078,0.00024046708],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965334,0.00034382558,0.0020665042,0.000398437,0.0002490294,0.0004088],"domain_scores_gemma":[0.99836916,0.00035939628,0.00051906053,0.0003299858,0.00038124263,0.000041156956],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012402047,0.00019168205,0.0004261023,0.0038722996,0.00020960106,0.000016765283,0.00018158884,0.00022772494,0.00017482138],"category_scores_gemma":[0.0019986753,0.0002172895,0.000028076067,0.009841331,0.00006544565,0.00026506593,0.00008134525,0.00063486956,0.000007460306],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000077651246,0.000015907588,0.9329683,0.0010322102,0.000009213925,0.0000054098987,0.05917552,0.00023442315,0.0020186391,0.00089459185,0.00071779103,0.0028502962],"study_design_scores_gemma":[0.002447857,0.0000081857925,0.9453447,0.0013020211,0.000005486166,1.5175465e-7,0.047033846,0.000009331347,0.0004126752,0.0010401868,0.0022099102,0.00018565675],"about_ca_topic_score_codex":0.005225788,"about_ca_topic_score_gemma":0.011573407,"teacher_disagreement_score":0.012376344,"about_ca_system_score_codex":0.0015522005,"about_ca_system_score_gemma":0.001098575,"threshold_uncertainty_score":0.88608086},"labels":[],"label_agreement":null},{"id":"W7118066301","doi":"10.1093/geroni/igaf122.226","title":"Motivational Interviewing vs Case Management for Elder Abuse Intervention: A Comparison Study","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Motivational interviewing; Intervention (counseling); Psychological intervention; Case management; Distress; Psychological abuse; Elder abuse; Psychological distress; Social support","score_opus":0.0673580755488433,"score_gpt":0.41668930131113247,"score_spread":0.34933122576228914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118066301","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9330873,0.000101121404,0.056987043,0.0010306231,0.0005004415,0.00096662086,8.4437926e-7,0.00006921206,0.0072568143],"genre_scores_gemma":[0.99753875,0.000009249681,0.0008997774,0.00038963222,0.00005592599,0.00021469174,0.00000719361,0.0000053290482,0.00087942794],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99887055,0.00011187993,0.00052119803,0.00019353839,0.00013939121,0.00016341885],"domain_scores_gemma":[0.99949497,0.00010544237,0.000109875924,0.00010172439,0.00017779338,0.000010209199],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011711621,0.000073716816,0.00012002691,0.0006115796,0.00029037928,0.00007840587,0.0001270346,0.00003164593,0.000063471925],"category_scores_gemma":[0.00007695506,0.00008351945,0.00003431717,0.0018885508,0.000027264166,0.00022234091,0.00003829869,0.00009707852,0.0000028787676],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006636925,0.0011903509,0.4879037,0.00021542501,0.00018395956,0.00009767433,0.16605198,0.00009749707,0.000021671236,0.19779864,0.0030648764,0.14330785],"study_design_scores_gemma":[0.014022026,0.00049383566,0.16512987,0.007618136,0.00023156451,0.000014797073,0.6194086,0.0035906928,0.0010064015,0.055522367,0.13172159,0.0012401136],"about_ca_topic_score_codex":0.0007496061,"about_ca_topic_score_gemma":0.0042994865,"teacher_disagreement_score":0.45335662,"about_ca_system_score_codex":0.00013249257,"about_ca_system_score_gemma":0.000023892033,"threshold_uncertainty_score":0.34058246},"labels":[],"label_agreement":null},{"id":"W7118066538","doi":"10.1093/geroni/igaf122.4112","title":"Exceptional Aging: Cognitive and Brain Health in Super Movers","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Aging","funders":"","keywords":"Cognition; Dementia; Cognitive decline; Cognitive aging; Psychological resilience; Effects of sleep deprivation on cognitive performance; Cognitive impairment; Hippocampal formation; Cognitive test","score_opus":0.035306091424623674,"score_gpt":0.4061170724496947,"score_spread":0.37081098102507104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118066538","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9624344,0.00015157116,0.003167618,0.025144698,0.00043499662,0.0005296007,0.0000134538195,0.000045631274,0.008077989],"genre_scores_gemma":[0.98162115,0.000052642645,0.00021345342,0.016237434,0.000073307136,0.00007679344,0.00012744288,0.000007573992,0.0015902111],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985491,0.00026587385,0.00060237723,0.0002171565,0.00009639398,0.000269076],"domain_scores_gemma":[0.9993332,0.0003162994,0.00014170674,0.00006864845,0.00012154799,0.000018596604],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014575529,0.000084126616,0.0001569411,0.00068155915,0.00019639872,0.000009880702,0.000043580643,0.00008514302,0.000025068079],"category_scores_gemma":[0.0002459843,0.00009405743,0.000010663001,0.0013697642,0.00003612747,0.00019525157,0.00005009831,0.00046360798,0.000013805816],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030402385,0.00012744578,0.8882116,0.00030797164,0.000010696431,0.0000018046451,0.006197813,0.0000024055169,0.0014744923,0.07104874,0.006885116,0.025701502],"study_design_scores_gemma":[0.0018783639,0.000008398905,0.97632486,0.0013169621,0.0000011817503,3.2070483e-7,0.0043508336,0.00035715886,0.0000023772545,0.0119100725,0.0037707195,0.00007878245],"about_ca_topic_score_codex":0.00040113748,"about_ca_topic_score_gemma":0.0005067699,"teacher_disagreement_score":0.08811321,"about_ca_system_score_codex":0.00022939556,"about_ca_system_score_gemma":0.00027155303,"threshold_uncertainty_score":0.38355505},"labels":[],"label_agreement":null},{"id":"W7118066634","doi":"10.1093/geroni/igaf122.1379","title":"Navigating Innovation Research: Practical Strategies for Early-Career Scholars","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Social Robot Interaction and HRI","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Dignity; Presentation (obstetrics); Health care; Publishing; Project commissioning; Robot; Entertainment; Population","score_opus":0.296827734013853,"score_gpt":0.5577396729976953,"score_spread":0.26091193898384235,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118066634","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8932465,0.000023158755,0.04258049,0.0108961025,0.0015799124,0.00051063066,0.000002459903,0.00010608017,0.051054686],"genre_scores_gemma":[0.9944304,7.306918e-7,0.0022122043,0.0016113237,0.0002004697,0.00027503693,0.000037429185,0.00001616769,0.0012162393],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99826556,0.00018454656,0.0006824532,0.00029099875,0.00024439965,0.00033204822],"domain_scores_gemma":[0.99737126,0.00072793406,0.00017551433,0.00018488916,0.0015286235,0.000011786588],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026980084,0.00009636008,0.00012769629,0.00080016034,0.00026794508,0.00029129416,0.00011809519,0.00015453686,0.00020565875],"category_scores_gemma":[0.0021744657,0.000111573834,0.00002221514,0.006112535,0.000072599214,0.00066794065,0.000043205386,0.0011380987,0.000060341914],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000064780324,0.00006605515,0.02094322,0.000020767422,0.000027549304,0.0000033447243,0.004454026,0.000021517584,0.0024735,0.94340837,0.0062402016,0.022276664],"study_design_scores_gemma":[0.0042895987,0.00019331301,0.3013576,0.0012130424,0.000020994401,0.000011672072,0.15259075,0.0009618512,0.0033895916,0.43086737,0.10444471,0.0006594783],"about_ca_topic_score_codex":0.0002759976,"about_ca_topic_score_gemma":0.000028124385,"teacher_disagreement_score":0.512541,"about_ca_system_score_codex":0.00018637937,"about_ca_system_score_gemma":0.00020434307,"threshold_uncertainty_score":0.49445358},"labels":[],"label_agreement":null},{"id":"W7118066673","doi":"10.1093/geroni/igaf122.168","title":"Dementia Care is Relational and Communal: Lessons from Indigenous Communities in Canada and the US","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Dementia; General partnership; Focus group; Qualitative research; Health care; Work (physics); Best practice; Community-based participatory research","score_opus":0.022796421107434937,"score_gpt":0.30756176291335424,"score_spread":0.2847653418059193,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118066673","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9825076,0.001407573,0.00003186505,0.003443402,0.00022704543,0.00024116538,0.000013042467,0.0000068130744,0.012121536],"genre_scores_gemma":[0.99771553,0.0011325858,0.00010256396,0.00080681586,0.000029224137,0.000005916115,0.000054130687,0.0000028482289,0.00015035724],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9990729,0.00027882008,0.0002775764,0.000073454095,0.00013742551,0.00015980653],"domain_scores_gemma":[0.9992686,0.0004005208,0.00008509031,0.00010068402,0.00013349822,0.000011585897],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00072657503,0.00005298759,0.00009005755,0.00019206062,0.0027403333,0.00005234284,0.000108938206,0.00004053274,0.000020741558],"category_scores_gemma":[0.000007956571,0.000044768694,0.0000043473274,0.00064583455,0.00018663342,0.000108622655,0.0000054021607,0.00020501882,2.4981372e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000026196815,0.0000037657499,0.36379927,0.0000081361095,0.000005478596,1.8770059e-7,0.476402,0.000010864373,8.545413e-8,0.15915622,0.00001675784,0.0005945805],"study_design_scores_gemma":[0.00064135535,0.0000020143916,0.6215534,0.00013168524,0.000008027993,2.385901e-7,0.25355843,0.00007968315,0.000008959842,0.017193587,0.10672967,0.00009292898],"about_ca_topic_score_codex":0.9992554,"about_ca_topic_score_gemma":0.9999539,"teacher_disagreement_score":0.25775415,"about_ca_system_score_codex":0.000474766,"about_ca_system_score_gemma":0.0092159575,"threshold_uncertainty_score":0.998558},"labels":[],"label_agreement":null},{"id":"W7118066781","doi":"10.1093/geroni/igaf122.864","title":"Lifelong Learning and Community Empowerment Among Older Chinese Immigrants in Canada","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Immigration; Empowerment; Lifelong learning; Ethnic group; Literacy; Community education","score_opus":0.008622292135777407,"score_gpt":0.29262075040238683,"score_spread":0.2839984582666094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118066781","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9943384,0.000047985995,0.000056102188,0.00289685,0.00017327363,0.00016775222,4.829881e-7,0.000055125216,0.0022640394],"genre_scores_gemma":[0.9993953,0.000017770777,0.0000542453,0.00033258318,0.000009645019,0.00001807382,0.000003656618,0.000004261927,0.00016447356],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989254,0.00028004733,0.00031144376,0.00012368866,0.0001440293,0.00021542929],"domain_scores_gemma":[0.9995448,0.00019172668,0.00008502315,0.00009691595,0.0000678048,0.0000137595825],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012288479,0.000075388976,0.000118363205,0.00051636796,0.0003941489,0.00003141109,0.00015086583,0.00006347338,0.000008918499],"category_scores_gemma":[0.0008319008,0.00008371705,0.000005204043,0.0026340545,0.000104996565,0.00016521006,0.00008623022,0.0007173238,3.7597465e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000012805776,0.000014650409,0.9746586,0.0000116405645,0.0000031423904,0.0000045847246,0.018824574,0.000025368288,0.00005044522,0.0008824703,0.000063149455,0.005460101],"study_design_scores_gemma":[0.00034334624,0.0000020474438,0.9650074,0.00017853024,7.465709e-7,1.5326944e-7,0.03283282,0.00013278352,0.000043400272,0.00096242334,0.00042333346,0.000073008516],"about_ca_topic_score_codex":0.9728144,"about_ca_topic_score_gemma":0.9964844,"teacher_disagreement_score":0.023670027,"about_ca_system_score_codex":0.00052355503,"about_ca_system_score_gemma":0.0004619125,"threshold_uncertainty_score":0.34138823},"labels":[],"label_agreement":null},{"id":"W7118066869","doi":"10.1093/geroni/igaf122.2370","title":"Frailty is Linked to a Lower Subjective Life Expectancy Among Korean Middle-Aged and Older Adults","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Life expectancy; Propensity score matching; Health and Retirement Study; Homogeneous; Longitudinal study; Matching (statistics); Expectancy theory; Perception","score_opus":0.022087644268791985,"score_gpt":0.2918200027337602,"score_spread":0.2697323584649682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118066869","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98529714,0.00013592755,0.0016277632,0.006490633,0.00040844097,0.0009368041,0.000006504712,0.00012926123,0.0049675256],"genre_scores_gemma":[0.9891515,0.0000066149105,0.0012140399,0.0076637957,0.00012245355,0.00011983052,0.000026022195,0.000027474727,0.0016682785],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982246,0.000039669183,0.0006495581,0.00050816836,0.0002662023,0.00031176076],"domain_scores_gemma":[0.9989303,0.00013027439,0.00012276781,0.00035966528,0.0003708799,0.000086123946],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002975177,0.00021426787,0.0003221327,0.0010923536,0.00008404092,0.000047266396,0.00009799354,0.00014120166,0.00008682393],"category_scores_gemma":[0.0010837518,0.00022244074,0.0000335552,0.0030017716,0.00006978524,0.00019943471,0.000090350244,0.0004180694,0.000014890691],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039453158,0.00023112757,0.93319863,0.0003687989,0.00009898854,0.00006281266,0.03711058,0.0000061435912,0.0045526335,0.00083972473,0.006851645,0.016284391],"study_design_scores_gemma":[0.0037264596,0.00007155391,0.9857006,0.003351117,0.000018952653,0.000004707001,0.0028389094,0.00035202532,0.0030302722,0.00037623887,0.00031222968,0.00021694874],"about_ca_topic_score_codex":0.000350896,"about_ca_topic_score_gemma":0.00017552882,"teacher_disagreement_score":0.05250196,"about_ca_system_score_codex":0.00017865075,"about_ca_system_score_gemma":0.00012227308,"threshold_uncertainty_score":0.907087},"labels":[],"label_agreement":null},{"id":"W7118066916","doi":"10.1093/geroni/igaf122.4088","title":"ComPASS: A software tool for Care Preference Assessment of Satisfaction in Skilled Nursing","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kamloops Art Gallery","funders":"","keywords":"Preference; Formative assessment; Documentation; Rating scale; Scale (ratio); Baseline (sea); Health care; Nursing care","score_opus":0.05381968676354379,"score_gpt":0.44872659954558514,"score_spread":0.3949069127820414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118066916","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9368168,0.00006788935,0.058919027,0.00073434965,0.0011105199,0.000926445,0.000010793089,0.000043561293,0.0013706214],"genre_scores_gemma":[0.9905877,0.0000045423094,0.008882795,0.00009712619,0.000036640267,0.00022101763,0.00006317759,0.0000071365685,0.0000998541],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987066,0.00010331832,0.0007200111,0.00016521796,0.00011062551,0.00019425954],"domain_scores_gemma":[0.9988311,0.00037813545,0.0002322435,0.0001313014,0.00042092096,0.0000063338343],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004412946,0.000077778255,0.0002105302,0.00077298144,0.0001335616,0.000006886929,0.000055579523,0.00009544488,0.000018827426],"category_scores_gemma":[0.00024980967,0.00008359731,0.000019324962,0.001511129,0.000016683842,0.00010173893,0.000017057615,0.00025022475,6.138785e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034540637,0.000033093176,0.89896154,0.0006109229,0.000005230354,2.0870445e-7,0.012019418,0.00017413394,0.0005433726,0.010398329,0.0009812944,0.07623789],"study_design_scores_gemma":[0.0014522941,0.000020243584,0.9722501,0.0026856174,0.000007481242,7.5308066e-8,0.019166648,0.00043613816,0.00012738424,0.003447761,0.00032768014,0.00007859118],"about_ca_topic_score_codex":0.00038862653,"about_ca_topic_score_gemma":0.0003563695,"teacher_disagreement_score":0.07615929,"about_ca_system_score_codex":0.00071651227,"about_ca_system_score_gemma":0.00042379543,"threshold_uncertainty_score":0.34089994},"labels":[],"label_agreement":null},{"id":"W7118067162","doi":"10.1093/geroni/igaf122.3483","title":"Never Too “Old”: Insights From the Intergenerational Classroom","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Christie (Canada); McMaster University; University of Toronto","funders":"","keywords":"Experiential learning; Qualitative research; Interpretative phenomenological analysis; Lived experience; Older people; Sample (material); Phenomenology (philosophy)","score_opus":0.04509572411838733,"score_gpt":0.37612530989862814,"score_spread":0.3310295857802408,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118067162","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90785843,0.0003106204,0.012499476,0.019299475,0.0015742629,0.00011884329,0.0000035089097,0.000046115238,0.058289245],"genre_scores_gemma":[0.97319484,8.5331374e-7,0.00020975532,0.007605797,0.00018583532,0.00005122771,0.000056696987,0.0000056143062,0.018689377],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99901706,0.00015190715,0.00032865864,0.00022795668,0.00011293007,0.00016149787],"domain_scores_gemma":[0.9992654,0.0002982516,0.000053364518,0.00025065997,0.00012421973,0.000008136536],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029225572,0.00007597811,0.000089326335,0.0002695947,0.00013145928,0.000040144638,0.00020514951,0.00008392869,0.00045508568],"category_scores_gemma":[0.00011464809,0.000058957947,0.000016223066,0.0010988347,0.0000660937,0.00011229997,0.000061348874,0.0003334713,0.00012384227],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002602329,0.00004423986,0.135653,0.0000020604245,0.000052676012,0.0000074446684,0.004446047,0.000022391016,0.000565364,0.77077687,0.07812517,0.010278708],"study_design_scores_gemma":[0.0010375828,0.0000124894095,0.844156,0.000065563145,0.0000064956575,0.000002325756,0.0030185462,0.0010209156,0.00045098754,0.04396153,0.10611364,0.00015389877],"about_ca_topic_score_codex":0.000583933,"about_ca_topic_score_gemma":0.00028526798,"teacher_disagreement_score":0.72681534,"about_ca_system_score_codex":0.00006119925,"about_ca_system_score_gemma":0.000057863657,"threshold_uncertainty_score":0.49828693},"labels":[],"label_agreement":null},{"id":"W7118067347","doi":"10.1093/geroni/igaf122.1599","title":"Trends in Dementia Risk vs Cognitive Function: Rural, Micropolitan &amp; Urban Areas","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dementia; Montreal Cognitive Assessment; Socioeconomic status; Cognition; Rural area; Cognitive impairment; Sample (material); Disease","score_opus":0.01985582411691084,"score_gpt":0.34106711435183196,"score_spread":0.3212112902349211,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118067347","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95151955,0.0002984373,0.0031526233,0.0017838192,0.00018765112,0.00028733324,0.0000084623425,0.000045893437,0.042716213],"genre_scores_gemma":[0.9922271,0.000028565964,0.00010519779,0.0012542924,0.00007348956,0.0000819433,0.00030019082,0.000011328469,0.005917921],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998528,0.000100716265,0.00052036974,0.0002585991,0.0002582228,0.000334059],"domain_scores_gemma":[0.9992771,0.00007692224,0.00010181877,0.00013631169,0.0003766285,0.00003119252],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00069808424,0.0001366152,0.00019507298,0.0025925082,0.00008895172,0.00004885459,0.000058081318,0.00006229567,0.0009942423],"category_scores_gemma":[0.00022015428,0.00013953721,0.000038969654,0.0046681436,0.00007311947,0.00015711259,0.000057166366,0.00038047152,0.000046421737],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002828656,0.00020213859,0.9394256,0.000041179843,0.0001115689,0.000011893057,0.00026368976,7.311381e-7,0.0015843716,0.0016422967,0.003605607,0.052828096],"study_design_scores_gemma":[0.003463055,0.00009042212,0.98527056,0.0005712188,0.00009400001,0.0000034717543,0.0015418481,0.000049023583,0.0014861551,0.0009625876,0.0063520293,0.00011562431],"about_ca_topic_score_codex":0.00028243224,"about_ca_topic_score_gemma":0.00012690443,"teacher_disagreement_score":0.052712474,"about_ca_system_score_codex":0.00017460041,"about_ca_system_score_gemma":0.00010186499,"threshold_uncertainty_score":0.999919},"labels":[],"label_agreement":null},{"id":"W7118067474","doi":"10.1093/geroni/igaf122.917","title":"Intersectional Ageism: Prescriptive Stereotypes and Moral Judgments of Older Adults","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Immorality; Intersectionality; Race (biology); Perception; White (mutation); Older people; Stereotype (UML); Consumption (sociology)","score_opus":0.0351074463901542,"score_gpt":0.36238124482363826,"score_spread":0.32727379843348403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118067474","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97633946,0.00015231289,0.0017732778,0.00074141775,0.00045134698,0.00012338188,0.000002625716,0.000016524411,0.020399682],"genre_scores_gemma":[0.9958314,7.1301486e-7,0.00015324034,0.00024378923,0.000017728005,0.000027509052,0.000007881752,0.000003580948,0.0037142017],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993214,0.0000604196,0.00025245282,0.00017156276,0.00006965583,0.00012449222],"domain_scores_gemma":[0.9996661,0.000055438115,0.00006223844,0.00009317306,0.000115775736,0.0000072755506],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002519746,0.00005564701,0.00009642356,0.0005104628,0.000029933986,0.000008654702,0.00006242196,0.000052176452,0.00011960314],"category_scores_gemma":[0.000041706146,0.00005687475,0.000008527093,0.00056126626,0.00007868358,0.00006596474,0.00004687837,0.00016497943,0.00000524786],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022338674,0.00012279923,0.87578917,0.00006832034,0.00008631612,0.0000080622995,0.015160681,0.000003430039,0.00016906712,0.07198722,0.0047045024,0.03167705],"study_design_scores_gemma":[0.0012830247,0.000030059151,0.9895707,0.0002548463,0.000003892547,0.000003746134,0.0061564134,0.00020247535,0.0003707216,0.0018261229,0.00023623118,0.000061761246],"about_ca_topic_score_codex":0.00032467066,"about_ca_topic_score_gemma":0.0000362129,"teacher_disagreement_score":0.11378154,"about_ca_system_score_codex":0.000026225098,"about_ca_system_score_gemma":0.000018267583,"threshold_uncertainty_score":0.2319285},"labels":[],"label_agreement":null},{"id":"W7118067999","doi":"10.1093/geroni/igaf122.2339","title":"Professionalizing Gerontology: Why It is Essential to Credential the Education of Gerontologists","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Credential; Employability; Pace; Credentialing; Certification; Professional association","score_opus":0.07258961152476202,"score_gpt":0.468402925554255,"score_spread":0.395813314029493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118067999","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7830713,0.00049121503,0.022622753,0.086853355,0.003630842,0.0006343324,0.0000037336486,0.000052973915,0.10263954],"genre_scores_gemma":[0.97710186,0.0000011343794,0.0005844883,0.009557707,0.00011475964,0.00020065701,0.000014548896,0.000008562353,0.012416302],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9982025,0.00028195948,0.00064415723,0.00034593337,0.00019836906,0.00032710776],"domain_scores_gemma":[0.99884075,0.00020873295,0.00018423695,0.00039677374,0.00035056015,0.000018917706],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001114681,0.00011972387,0.00020470379,0.000712425,0.00016028305,0.000025553643,0.0003801798,0.00015316757,0.00068064657],"category_scores_gemma":[0.0002511854,0.00010047087,0.00003267952,0.0015948041,0.00016200815,0.0000865677,0.000122747,0.0003474429,0.000039627113],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021728776,0.0003912657,0.13118586,0.00008566961,0.000115924355,0.000006000388,0.027449587,0.000009833509,0.002154328,0.37214243,0.42855632,0.03768549],"study_design_scores_gemma":[0.003501548,0.00017578762,0.7169587,0.0014428007,0.000087727916,0.000055713135,0.07844512,0.00031985965,0.007906051,0.036050558,0.15420933,0.0008467983],"about_ca_topic_score_codex":0.0011862096,"about_ca_topic_score_gemma":0.0004110024,"teacher_disagreement_score":0.5857729,"about_ca_system_score_codex":0.00008895013,"about_ca_system_score_gemma":0.00028291286,"threshold_uncertainty_score":0.7452603},"labels":[],"label_agreement":null},{"id":"W7118068033","doi":"10.1093/geroni/igaf122.3421","title":"Examining Intersectional Role of Race, Ethnicity, and Sexual Orientation in Health Disparities Among Older Adults","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Health equity; Sexual orientation; Intersectionality; Sexual minority; Mental health; Self-rated health; Minority stress; Anxiety","score_opus":0.02878206431156897,"score_gpt":0.37476513174477477,"score_spread":0.3459830674332058,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118068033","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99398476,0.00022938977,0.0005596876,0.0010255894,0.00053990405,0.00019060979,0.0000044172143,0.000019390363,0.0034462607],"genre_scores_gemma":[0.99848545,0.000020983689,0.00007769837,0.00052586413,0.000060525013,0.00003149253,0.00002643313,0.000006450599,0.0007650893],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987452,0.00013358476,0.00063861726,0.00020690949,0.000097513366,0.00017814845],"domain_scores_gemma":[0.9994703,0.00011855667,0.00021160208,0.00009603394,0.00008849152,0.000015020666],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00071466865,0.000073857234,0.00014643415,0.0010632146,0.000060356328,0.000018723018,0.00005318286,0.0000683149,0.000033848934],"category_scores_gemma":[0.00009654486,0.00008859833,0.0000059119393,0.0012979935,0.000067011555,0.00018658585,0.000037754144,0.00022576815,0.0000015573106],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002556248,0.000055752316,0.94076836,0.00044188643,0.000005919079,5.8883904e-7,0.011622419,0.0000183976,0.00003873112,0.031602137,0.00031106034,0.015109184],"study_design_scores_gemma":[0.00087029836,0.000028779661,0.9882868,0.00022011272,0.0000016451573,0.0000011024374,0.008455045,0.00021541405,0.000014579656,0.0018020417,0.000045938406,0.00005825193],"about_ca_topic_score_codex":0.03201643,"about_ca_topic_score_gemma":0.005607445,"teacher_disagreement_score":0.04751843,"about_ca_system_score_codex":0.0001102535,"about_ca_system_score_gemma":0.000076225966,"threshold_uncertainty_score":0.9744294},"labels":[],"label_agreement":null},{"id":"W7118068093","doi":"10.1093/geroni/igaf122.2647","title":"Compassion Fatigue, Satisfaction and Automated Medication Dispenser: A Pilot Mixed-Methods Study","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kelowna General Hospital; McMaster University; Interior Health; University of Waterloo","funders":"","keywords":"Bonferroni correction; Quality of life (healthcare); Wilcoxon signed-rank test; Scale (ratio); Compassion; Family caregivers; Usability; Pharmacy; Test (biology)","score_opus":0.12914443521208763,"score_gpt":0.5080460039479772,"score_spread":0.37890156873588954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118068093","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9817219,0.000055522614,0.010573754,0.004962563,0.00048432016,0.00064324087,6.9728304e-7,0.00021011654,0.0013478943],"genre_scores_gemma":[0.9950043,0.00001588472,0.0037884295,0.0010164392,0.000017727152,0.000040205454,0.000023873326,0.0000068963077,0.00008624112],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987638,0.0002145533,0.00051402836,0.00020596637,0.00018311186,0.000118524724],"domain_scores_gemma":[0.99920976,0.00035499193,0.00016024827,0.00013464357,0.000110585584,0.000029747634],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001125403,0.00009616038,0.00018661623,0.0005385687,0.00008628696,0.000029472074,0.00002835664,0.00003730589,0.000035606336],"category_scores_gemma":[0.0005902614,0.000084292304,0.000009567409,0.0013576656,0.000031473,0.00021077918,0.00004389689,0.00024787942,0.0000032018872],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010488556,0.00021929546,0.88940084,0.00008788397,0.00002917125,0.0000030457172,0.00036451174,0.000012089446,0.0058030398,0.0020718563,0.0005193248,0.10138405],"study_design_scores_gemma":[0.0021048628,0.00012301613,0.950038,0.00018816529,0.000043242766,0.0000037417128,0.00078719424,0.044238422,0.00074499863,0.0004169187,0.0012409026,0.00007049579],"about_ca_topic_score_codex":0.00017253109,"about_ca_topic_score_gemma":0.000034133776,"teacher_disagreement_score":0.101313554,"about_ca_system_score_codex":0.000090264024,"about_ca_system_score_gemma":0.000041989995,"threshold_uncertainty_score":0.34373403},"labels":[],"label_agreement":null},{"id":"W7118068332","doi":"10.1093/geroni/igaf122.3243","title":"Enhancing Relaxation Through Co-Design with People Living with Dementia: The CALM Robot","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Robot; Process (computing); Dementia; Relaxation (psychology); Reflection (computer programming); Qualitative research; Independent living; Iterative and incremental development; Assistive technology","score_opus":0.019393508198191384,"score_gpt":0.2888282221468765,"score_spread":0.2694347139486851,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118068332","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.091797195,0.000019057245,0.9008578,0.0039326167,0.0001933626,0.00030404623,1.2020195e-7,0.00020039557,0.0026954021],"genre_scores_gemma":[0.9309479,0.0000018375706,0.06773485,0.0010191709,0.000023918825,0.00010135902,0.0000031463646,0.000009994898,0.00015782332],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99853927,0.00011634101,0.0004796503,0.00036789814,0.00024682638,0.00024999026],"domain_scores_gemma":[0.99840516,0.0003229212,0.00038307556,0.00041753796,0.00046668734,0.000004644011],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010515068,0.0001533145,0.00013874528,0.00063184794,0.00035756984,0.00018716493,0.00044629027,0.00006964188,0.000011038942],"category_scores_gemma":[0.00018289569,0.00011183676,0.0000099605895,0.005659058,0.000069365364,0.0012725773,0.00010432612,0.0004546162,0.000009899733],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024000934,0.00008403015,0.06197702,0.00005069187,0.00012418607,0.000008333929,0.010861448,0.008043311,0.025226304,0.8879242,0.0006252767,0.005051178],"study_design_scores_gemma":[0.0029144143,0.00057079544,0.34265152,0.0046685725,0.000076345146,0.00015301032,0.009011269,0.08287775,0.5053871,0.0474346,0.0028156294,0.001438968],"about_ca_topic_score_codex":0.00008923497,"about_ca_topic_score_gemma":0.0002504186,"teacher_disagreement_score":0.8404896,"about_ca_system_score_codex":0.00021746519,"about_ca_system_score_gemma":0.00015082929,"threshold_uncertainty_score":0.45605707},"labels":[],"label_agreement":null},{"id":"W7118068498","doi":"10.1093/geroni/igaf122.1843","title":"Dynamics of Daily Ageism and Attitudes for Healthy Aging: Cross-Cultural Analysis of the Subjective AGES Project","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Flexibility (engineering); Feeling; Perspective (graphical); Everyday life; Dynamics (music); Activities of daily living","score_opus":0.06184910766190945,"score_gpt":0.4745441735995167,"score_spread":0.4126950659376073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118068498","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9927496,0.00016779666,0.002660743,0.002107393,0.00015313829,0.00031608765,0.00001887991,0.000012780144,0.0018136],"genre_scores_gemma":[0.9983978,0.000002755276,0.00021624318,0.00017676035,0.000010393372,0.000059740014,0.000033711513,0.0000044333074,0.0010981364],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99899423,0.000109758446,0.00041595983,0.00021509203,0.00009226836,0.00017270281],"domain_scores_gemma":[0.9988882,0.0002821704,0.00020554104,0.00019983626,0.0004185717,0.0000056916806],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008231155,0.00007549269,0.00023643818,0.0008434227,0.00009980494,0.000021540014,0.00014785785,0.00007147779,0.000005599804],"category_scores_gemma":[0.000223935,0.000058023896,0.000045981793,0.0032308577,0.0002777888,0.0000720655,0.000058476762,0.00017104829,1.2496014e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009380806,0.000050450824,0.9298611,0.00010900418,0.00037898123,5.0070616e-7,0.0068678767,0.00006472188,0.00014706417,0.059517723,0.0001096524,0.0027990844],"study_design_scores_gemma":[0.0007956354,0.00002900779,0.99234664,0.000051266812,0.000056800778,8.633261e-7,0.0031809302,0.0021560926,0.00020654047,0.001080924,0.000040937848,0.000054348984],"about_ca_topic_score_codex":0.0010768876,"about_ca_topic_score_gemma":0.00071133743,"teacher_disagreement_score":0.06248552,"about_ca_system_score_codex":0.000068205794,"about_ca_system_score_gemma":0.00006509465,"threshold_uncertainty_score":0.23661458},"labels":[],"label_agreement":null},{"id":"W7118068576","doi":"10.1093/geroni/igaf122.3023","title":"Barriers &amp; Facilitators of Innovation in Long-Term Care Homes During COVID-19: Insights from Brazilian experts","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Thematic analysis; Health care; Preparedness; Functional illiteracy; Telehealth; Government (linguistics); Stigma (botany); Resilience (materials science); Qualitative research; Solidarity","score_opus":0.027200170008200332,"score_gpt":0.38795139302629245,"score_spread":0.3607512230180921,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118068576","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99397665,0.0006056488,0.0013323245,0.0012902444,0.0013325447,0.0005526944,0.000027977103,0.000087381115,0.0007945406],"genre_scores_gemma":[0.99817795,0.00002158313,0.00018962001,0.00073557644,0.00007555279,0.00009789497,0.00038252474,0.000015728301,0.00030358124],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99719,0.0002445813,0.001629522,0.00037542928,0.00023910929,0.0003213876],"domain_scores_gemma":[0.9983512,0.00031075632,0.00043077098,0.00033576647,0.00052170287,0.000049808288],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004146461,0.00017961577,0.00034795442,0.0030517715,0.0003459576,0.00001619598,0.00016970471,0.00022921327,0.00017740602],"category_scores_gemma":[0.001768511,0.0001935505,0.000026340758,0.0073003783,0.00006712671,0.00026094544,0.00008744412,0.00039904838,0.0000066465964],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000710778,0.000014418365,0.9096425,0.0007616854,0.000013112811,0.000005725252,0.079054974,0.0000747722,0.005645854,0.0019379351,0.0007267597,0.0020511742],"study_design_scores_gemma":[0.002095806,0.000009778861,0.93154454,0.0012157881,0.000006689284,2.1824222e-7,0.058382064,0.000008058616,0.0017541698,0.002172528,0.002597199,0.00021314879],"about_ca_topic_score_codex":0.0026911835,"about_ca_topic_score_gemma":0.0033531284,"teacher_disagreement_score":0.021902042,"about_ca_system_score_codex":0.0010394364,"about_ca_system_score_gemma":0.0009372535,"threshold_uncertainty_score":0.789276},"labels":[],"label_agreement":null},{"id":"W7118068741","doi":"10.1093/geroni/igaf122.339","title":"Integrating Seniors Centres Into Primary Healthcare: A Community-Engaged Approach to Collaborative Care","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Positive Living Society of British Columbia; Vancouver Native Health Society; Simon Fraser University","funders":"","keywords":"Alliance; Stakeholder; Health care; Thematic analysis; Integrated care; Stakeholder engagement; Presentation (obstetrics); Primary health care","score_opus":0.05043265787470442,"score_gpt":0.3985968267146318,"score_spread":0.3481641688399274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118068741","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8274455,0.0006437895,0.016698608,0.008774101,0.00059939554,0.00079829147,0.000009796275,0.00016463315,0.14486589],"genre_scores_gemma":[0.98943484,0.0000010539977,0.00577793,0.0032356048,0.00003717927,0.00022021285,0.00013704668,0.000015051309,0.0011410736],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9941518,0.004465822,0.00052801665,0.0003125517,0.0001606064,0.00038125087],"domain_scores_gemma":[0.99792606,0.0009204296,0.00010481706,0.0004149292,0.00059706613,0.000036719262],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0034172302,0.0001571138,0.0002614096,0.0011121422,0.0010879956,0.0000584508,0.00031235625,0.00013829644,0.000013420228],"category_scores_gemma":[0.0010833942,0.00016135658,0.000018794972,0.0049404204,0.00009449028,0.00009169193,0.0001565706,0.0031638148,0.00001801031],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011962074,0.00018801374,0.12217217,0.00030329695,0.00006249082,0.00000772048,0.7055949,0.00004103141,0.0003819453,0.09516717,0.0050171255,0.07094452],"study_design_scores_gemma":[0.0010852537,0.0000703077,0.05893929,0.0003151867,0.000005630042,0.0000035678827,0.9339254,0.00009638979,0.00031531366,0.0014680531,0.0035361524,0.0002394673],"about_ca_topic_score_codex":0.003051561,"about_ca_topic_score_gemma":0.0008074883,"teacher_disagreement_score":0.2283305,"about_ca_system_score_codex":0.00045363558,"about_ca_system_score_gemma":0.00025851108,"threshold_uncertainty_score":0.9991359},"labels":[],"label_agreement":null},{"id":"W7118068893","doi":"10.1093/geroni/igaf122.907","title":"The Internet-Based Conversational Engagement Trial (I-CONECT): Theoretical Framework and Latest Findings.","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cognition; Intervention (counseling); Social cognitive theory; Phone; Social isolation; Randomized controlled trial; Social cognition; Control (management); Cognitive impairment","score_opus":0.021272224897333287,"score_gpt":0.34802984941483056,"score_spread":0.3267576245174973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118068893","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9637336,0.000030384084,0.013081331,0.016717345,0.00021311993,0.00054709776,7.412763e-7,0.000021553356,0.0056548067],"genre_scores_gemma":[0.99708724,0.000006133551,0.0004227391,0.0019665894,0.000046176185,0.0000767441,0.000018162606,0.0000042803103,0.0003719495],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99911565,0.00007992413,0.00028402032,0.00014728594,0.0002214553,0.00015165962],"domain_scores_gemma":[0.9990147,0.00069205137,0.00003361579,0.000082972045,0.00016056791,0.000016122189],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014283514,0.00006532291,0.00008585954,0.00027689643,0.00010151811,0.000081217266,0.000051298743,0.000042236534,0.00028034116],"category_scores_gemma":[0.0012297203,0.00004848477,0.00001590085,0.0006998444,0.00018392775,0.000037617046,0.000047549922,0.00031833453,0.0000068999575],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024214797,0.00009543851,0.25645104,0.00003732491,0.000041537318,0.000007727653,0.00022537055,0.0000011204351,0.0004125917,0.73111707,0.00064503885,0.008544253],"study_design_scores_gemma":[0.060535945,0.0005936814,0.8176181,0.0012455905,0.00007004416,0.0000037519094,0.0013766855,0.012449831,0.018192774,0.06977064,0.01789636,0.0002466452],"about_ca_topic_score_codex":0.000004228574,"about_ca_topic_score_gemma":7.6460276e-7,"teacher_disagreement_score":0.66134644,"about_ca_system_score_codex":0.00006865569,"about_ca_system_score_gemma":0.00012150104,"threshold_uncertainty_score":0.30695394},"labels":[],"label_agreement":null},{"id":"W7118068932","doi":"10.1093/geroni/igaf122.524","title":"Improving Healthy Daily Activity in Older Adults with Multimorbidity: Efficacy and Acceptability of ActiveOT","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Occupational Therapy Practice and Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Occupational therapy; Activities of daily living; Flexibility (engineering); Intervention (counseling); Physical activity; Patient satisfaction","score_opus":0.06265449138329453,"score_gpt":0.46789204864408185,"score_spread":0.4052375572607873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118068932","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9941975,0.000034073793,0.0013660653,0.0023765534,0.00011148712,0.0009544057,0.000005305648,0.000018240426,0.00093636406],"genre_scores_gemma":[0.9984976,0.000022984896,0.0009002656,0.0003817455,0.000029056906,0.00009051641,0.000007798719,0.00000778544,0.00006224155],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99834704,0.00045063198,0.0004974417,0.0002630276,0.00019325581,0.00024857765],"domain_scores_gemma":[0.9978296,0.001361135,0.000286176,0.0001797633,0.00032402537,0.000019304363],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018875323,0.00008879666,0.00019294798,0.0006642543,0.00017696418,0.000008500209,0.000078179335,0.00009937882,0.00006960279],"category_scores_gemma":[0.0007946261,0.000075994336,0.00000772613,0.0019191377,0.000054428656,0.00041399134,0.000082356215,0.0008063505,0.0000016066355],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018259174,0.0002874469,0.85939145,0.0007073698,0.000009115296,0.0000011949435,0.003306894,0.000019963249,0.0025610118,0.00065176375,0.000017423361,0.13122043],"study_design_scores_gemma":[0.0039715325,0.000043357424,0.9907095,0.00039233622,0.0000018773363,1.2277796e-7,0.0028081238,0.0009594495,0.0008042373,0.000107428226,0.00013722444,0.00006484314],"about_ca_topic_score_codex":0.00249048,"about_ca_topic_score_gemma":0.000648059,"teacher_disagreement_score":0.131318,"about_ca_system_score_codex":0.00020870795,"about_ca_system_score_gemma":0.000526022,"threshold_uncertainty_score":0.37648776},"labels":[],"label_agreement":null},{"id":"W7118069102","doi":"10.1093/geroni/igaf122.2378","title":"Prognostic accuracy of frailty &amp; vulnerability screening in older ED patients: a systematic review &amp; meta-analysis","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; University of Toronto","funders":"","keywords":"Triage; Emergency department; Vulnerability (computing); Limiting; MEDLINE; Receiver operating characteristic; Risk assessment","score_opus":0.08620117822328865,"score_gpt":0.3834098954874486,"score_spread":0.2972087172641599,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118069102","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88637894,0.02252632,0.066386536,0.011072503,0.00022032285,0.011930837,0.00004975646,0.00018634659,0.0012484199],"genre_scores_gemma":[0.9908809,0.00006470301,0.005529433,0.002177164,0.000009261395,0.0005968409,0.00032693488,0.000015878226,0.00039886872],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99555117,0.00042565571,0.0027502216,0.00045848187,0.0005521967,0.0002622954],"domain_scores_gemma":[0.9958297,0.0011666904,0.0008721288,0.00093959115,0.0011615525,0.000030318093],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0028813102,0.00024407308,0.002048173,0.0017915892,0.000038729304,0.000024035307,0.00019604407,0.00009235734,0.00026498624],"category_scores_gemma":[0.024200797,0.00020378288,0.00033071698,0.010791544,0.000054869815,0.00023440497,0.00008975454,0.00041527164,0.000011362799],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028255772,0.00067216577,0.74583405,0.23313497,0.017015409,0.0000035045616,0.0010517467,0.00036194766,0.00013482186,0.00042856092,0.00068033894,0.00065420725],"study_design_scores_gemma":[0.0042425515,0.000043333992,0.725482,0.14495091,0.12202254,0.0000042897746,0.00025312146,0.0012391701,0.00018081951,0.00065921317,0.00029221168,0.00062983326],"about_ca_topic_score_codex":0.00030117144,"about_ca_topic_score_gemma":0.00027720706,"teacher_disagreement_score":0.10500713,"about_ca_system_score_codex":0.00015692704,"about_ca_system_score_gemma":0.00010687255,"threshold_uncertainty_score":0.9840188},"labels":[],"label_agreement":null},{"id":"W7118069185","doi":"10.1093/geroni/igaf122.2045","title":"Prevalence of Elder Abuse and Sub-types in South Asia: A Systematic Review and Meta-analysis","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Elder abuse; Neglect; Sexual abuse; Psychological abuse; Physical abuse; Domestic violence; Suicide prevention; Public health","score_opus":0.04101551100087881,"score_gpt":0.34054825822678536,"score_spread":0.29953274722590656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118069185","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78794897,0.20510317,0.0006898072,0.0022030824,0.000029765546,0.0014134282,0.000003997318,0.000031095886,0.0025766802],"genre_scores_gemma":[0.99480337,0.004445842,0.00008428535,0.00037813582,0.0000018028443,0.000042572738,4.471994e-7,0.0000017503369,0.00024178882],"study_design_codex":"observational","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9990079,0.00019676611,0.00046339538,0.00013613739,0.00011088536,0.000084915475],"domain_scores_gemma":[0.99950844,0.00012098673,0.00015968285,0.000103195634,0.00010031787,0.0000073993747],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013707675,0.000055464458,0.00047308914,0.0005478379,0.000042053627,0.000018071138,0.000068836365,0.000030891108,0.000022932505],"category_scores_gemma":[0.00031813697,0.000046716057,0.00003753244,0.0037706443,0.000051301446,0.00012161777,0.000014851969,0.00006432873,3.6693396e-7],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008882577,0.000106426734,0.4055817,0.33905682,0.015560543,0.000008314131,0.1761687,0.00002308824,0.00027527736,0.06288895,0.00007230128,0.00024900507],"study_design_scores_gemma":[0.0018273686,0.00008076718,0.19412492,0.112583436,0.6304057,0.0000031585994,0.02876567,0.00043725513,0.004210969,0.025882907,0.000105555446,0.0015722786],"about_ca_topic_score_codex":0.00021201573,"about_ca_topic_score_gemma":0.0006896507,"teacher_disagreement_score":0.61484516,"about_ca_system_score_codex":0.000015605312,"about_ca_system_score_gemma":0.00003172812,"threshold_uncertainty_score":0.19050255},"labels":[],"label_agreement":null},{"id":"W7118069476","doi":"10.1093/geroni/igaf122.1717","title":"Social Participation of Marginalized Older Adults: Influence of Urban Context and Social Environment","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Université de Sherbrooke","funders":"","keywords":"Downtown; Context (archaeology); Social exclusion; Gentrification; Participatory action research; Citizen journalism; Social engagement; Population; Social environment","score_opus":0.01595260003156747,"score_gpt":0.30915250443269277,"score_spread":0.2931999044011253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118069476","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99480236,0.00004649831,0.0003487501,0.0040192376,0.000030519703,0.0002214349,0.0000026930197,0.000028253351,0.0005002859],"genre_scores_gemma":[0.9995801,0.000008429901,0.00011890076,0.00017365575,0.000016835806,0.00003121243,0.0000038033277,0.0000033228766,0.000063763524],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99902254,0.00008312095,0.00044410053,0.00013814935,0.00017381777,0.0001382836],"domain_scores_gemma":[0.9994922,0.000060869796,0.0002573476,0.000057059748,0.0001268665,0.0000056275894],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000501673,0.00006003334,0.0001502519,0.0003202113,0.00013998387,0.000008374127,0.00009683016,0.00010506423,0.000015400621],"category_scores_gemma":[0.00014088601,0.00007143451,0.0000134685015,0.00083531986,0.00041412003,0.0001494634,0.0000415649,0.00009523792,7.1533054e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005405607,0.00010580607,0.4486776,0.000121963305,0.0000219484,6.2036605e-7,0.12941927,0.000012313715,0.0030365873,0.3691287,0.00027299547,0.04914816],"study_design_scores_gemma":[0.0016587958,0.000012276824,0.96983737,0.00021035402,0.000012337274,5.3891323e-8,0.016207967,0.00005076089,0.004246663,0.0050558033,0.002598699,0.0001089369],"about_ca_topic_score_codex":0.00056961615,"about_ca_topic_score_gemma":0.00021499774,"teacher_disagreement_score":0.52115977,"about_ca_system_score_codex":0.00008157367,"about_ca_system_score_gemma":0.00006308588,"threshold_uncertainty_score":0.29130146},"labels":[],"label_agreement":null},{"id":"W7118069719","doi":"10.1093/geroni/igaf122.3096","title":"Exploring Sleep Behaviors and Routines, and Mindfulness Practices Among Seniors Residing in Low-Income Housing","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Sleep and related disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mindfulness; Sleep (system call); Sleep disorder; Socioeconomic status; Sleep study; Cognition; Sleep diary","score_opus":0.040543804676749104,"score_gpt":0.33037977077497,"score_spread":0.2898359660982209,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118069719","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9962369,0.00028362754,0.00052616914,0.0004497427,0.0007177692,0.00019591743,5.5415444e-7,0.000053697597,0.0015355936],"genre_scores_gemma":[0.99959564,0.000012721722,0.00010312829,0.0000926559,0.000026988724,0.00007977928,0.0000043553196,0.000016623964,0.00006808453],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99868804,0.0000986778,0.000518222,0.00034608168,0.00009415483,0.000254848],"domain_scores_gemma":[0.9993633,0.00017949317,0.00024740727,0.00014192656,0.000050612052,0.000017287073],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00073423557,0.00013604586,0.00016538335,0.0014868953,0.00011449489,0.000077779856,0.00006906442,0.0001203283,0.000014266565],"category_scores_gemma":[0.00022219021,0.0001476509,0.000009591366,0.0024126517,0.00007313126,0.00057743513,0.000065822096,0.00038608292,0.0000012902955],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000297523,0.00004956605,0.9533829,0.00004473779,0.000027724043,0.000040890664,0.0052240277,0.0001875954,0.00022303124,0.0035394034,0.0000048812626,0.03724546],"study_design_scores_gemma":[0.001833774,0.000010305845,0.9729808,0.0008592104,0.00003461541,0.000006792576,0.021132965,0.00079256715,0.0014838576,0.00056163763,0.000058376794,0.00024507727],"about_ca_topic_score_codex":0.0018309935,"about_ca_topic_score_gemma":0.00035474214,"teacher_disagreement_score":0.037000384,"about_ca_system_score_codex":0.00005727455,"about_ca_system_score_gemma":0.000014223937,"threshold_uncertainty_score":0.6021029},"labels":[],"label_agreement":null},{"id":"W7118069902","doi":"10.1093/geroni/igaf122.3873","title":"A Scoping Review of Cognitive Screening Among Older Adults With Heart Disease","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cognition; Health care; Rehabilitation; Cognitive impairment; Disease; Heart disease; MEDLINE; Health screening","score_opus":0.018876660044679566,"score_gpt":0.3308113195607477,"score_spread":0.31193465951606814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118069902","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96386224,0.006886487,0.016075863,0.007911322,0.0000952355,0.002826273,0.0000072351168,0.00008987072,0.0022454634],"genre_scores_gemma":[0.9921642,0.00015065135,0.0014221,0.005866072,0.000026661746,0.00012163324,0.00007409162,0.000013609994,0.00016099989],"study_design_codex":"observational","study_design_gemma":"systematic_review","domain_scores_codex":[0.99873585,0.000036675156,0.0005846151,0.00023689463,0.00024492806,0.0001610194],"domain_scores_gemma":[0.99886185,0.00015965788,0.00017053659,0.00017747369,0.0005978378,0.0000326308],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034971655,0.0001137401,0.0002970376,0.0005044242,0.00003278326,0.00000930734,0.000045134624,0.000028614522,0.000048449885],"category_scores_gemma":[0.0012555019,0.00010506782,0.000024101593,0.0024191681,0.000078845806,0.00015819658,0.000034208282,0.00018654074,0.000001990621],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021667717,0.00010604121,0.93523604,0.05200768,0.000031791922,0.000028070888,0.00062929955,0.00000965325,0.000074890995,0.00024144686,0.0004871724,0.010931247],"study_design_scores_gemma":[0.0015379572,0.000019159534,0.40626258,0.5912894,0.000032999647,0.0000022187162,0.00023370043,0.00013568437,0.00040068474,0.000014893793,0.0000062714876,0.00006447222],"about_ca_topic_score_codex":0.000052697418,"about_ca_topic_score_gemma":0.000014240676,"teacher_disagreement_score":0.5392817,"about_ca_system_score_codex":0.000039920393,"about_ca_system_score_gemma":0.00020428859,"threshold_uncertainty_score":0.42845413},"labels":[],"label_agreement":null},{"id":"W7118070359","doi":"10.1093/geroni/igaf122.2377","title":"Prevalence of frailty in Brazilian older adults: a systematic review and meta-analysis update","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Public health; Sample size determination; Frailty Index; Frailty syndrome; MEDLINE; Epidemiology; Systematic review; Older people","score_opus":0.029244962095956957,"score_gpt":0.33578066995276123,"score_spread":0.3065357078568043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118070359","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.64450336,0.2661191,0.006861383,0.06677309,0.00016326169,0.011995284,0.000106343825,0.00017955774,0.0032986493],"genre_scores_gemma":[0.99280596,0.00066514395,0.00085626956,0.0043504015,0.000002477431,0.00019441773,0.000019769412,0.0000073719266,0.001098207],"study_design_codex":"systematic_review","study_design_gemma":"observational","domain_scores_codex":[0.9978995,0.00011274129,0.0013510353,0.00028402972,0.00021753754,0.00013520333],"domain_scores_gemma":[0.99879014,0.00012064348,0.0003301558,0.00043758706,0.0003054013,0.000016040387],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011260624,0.00013401166,0.0012697087,0.0012504677,0.000013982008,0.000010250234,0.00010503173,0.000051206483,0.00017361375],"category_scores_gemma":[0.0010315584,0.00011010389,0.00010942385,0.005867169,0.00004136527,0.00013293113,0.000047102625,0.00017742575,0.0000030761692],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014071671,0.00012152442,0.068264924,0.91729563,0.010561778,0.0000119261595,0.0010617763,0.000021320018,0.00009266872,0.0020146235,0.00029899378,0.00024073884],"study_design_scores_gemma":[0.0036246027,0.000050642182,0.4013566,0.20132385,0.3877652,0.000020515095,0.00073917216,0.0024891312,0.001138693,0.0009371739,0.000042161366,0.00051224086],"about_ca_topic_score_codex":0.00009026017,"about_ca_topic_score_gemma":0.000059585065,"teacher_disagreement_score":0.71597177,"about_ca_system_score_codex":0.00006221663,"about_ca_system_score_gemma":0.000045782865,"threshold_uncertainty_score":0.4489906},"labels":[],"label_agreement":null},{"id":"W7118070513","doi":"10.1093/geroni/igaf122.853","title":"International Experiences in Respite Care and Insights for China: A Scoping Review Based on Health System Framework","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Respite care; Government (linguistics); Health care; Pace; Multidisciplinary approach; Resource (disambiguation); Service (business)","score_opus":0.04422312281374198,"score_gpt":0.4561007081228538,"score_spread":0.41187758530911184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118070513","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82091576,0.04713092,0.03449152,0.066446126,0.010551938,0.008639035,0.000016481488,0.00025898917,0.01154921],"genre_scores_gemma":[0.9931065,0.00045177218,0.0016514299,0.0038679,0.0000839959,0.0007775256,0.000031459975,0.0000070283463,0.000022393335],"study_design_codex":"qualitative","study_design_gemma":"systematic_review","domain_scores_codex":[0.9986512,0.00015875239,0.00069067365,0.00021150733,0.00011894389,0.0001689161],"domain_scores_gemma":[0.9990993,0.00039498968,0.00022163533,0.00011901203,0.00015179283,0.000013247244],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007064605,0.000078999816,0.00022497702,0.0007269361,0.00022040245,0.000013940715,0.00007762674,0.00006790865,0.000007555358],"category_scores_gemma":[0.00048521196,0.00007412441,0.000013915184,0.0013625089,0.000013115081,0.0000717372,0.000024194584,0.0002425014,7.8366253e-7],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003344875,0.000106196545,0.088045865,0.1422993,0.000018780567,0.000008361639,0.47132277,0.0003064359,0.00003642646,0.12576425,0.008861092,0.16289602],"study_design_scores_gemma":[0.001725295,0.000099580975,0.0220473,0.8288363,0.0000049696614,3.156007e-7,0.13760193,0.0018417798,0.000026943995,0.00103761,0.006565843,0.00021210125],"about_ca_topic_score_codex":0.00014604501,"about_ca_topic_score_gemma":0.000116489166,"teacher_disagreement_score":0.686537,"about_ca_system_score_codex":0.0004162514,"about_ca_system_score_gemma":0.00036932263,"threshold_uncertainty_score":0.30227056},"labels":[],"label_agreement":null},{"id":"W7118070549","doi":"10.1093/geroni/igaf122.3106","title":"Waking Up Younger Together: Better Sleep Quality is Linked to a Younger Subjective Age in Older Couples","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Sleep and related disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia Hospital; Concordia University; Simon Fraser University; University of British Columbia","funders":"","keywords":"Salience (neuroscience); Sleep (system call); Morning; Context (archaeology); Sleep quality; Quality of life (healthcare)","score_opus":0.028443722385416714,"score_gpt":0.35895556828281666,"score_spread":0.33051184589739996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118070549","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9681564,0.00024143893,0.0031657785,0.0071309432,0.0017005163,0.00048008485,0.0000037216823,0.00008143099,0.019039715],"genre_scores_gemma":[0.97996366,0.0000045940806,0.00018827578,0.018048229,0.00006181753,0.00013482131,0.00002303189,0.000024157678,0.0015513985],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980079,0.00015931649,0.0007867375,0.00048553973,0.00017843005,0.00038207512],"domain_scores_gemma":[0.9991887,0.00016473801,0.00014452916,0.0003253038,0.00015702628,0.00001966425],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009270369,0.00018957083,0.00025514234,0.0013234427,0.000072001014,0.00005246336,0.0001778455,0.0002681608,0.0004585717],"category_scores_gemma":[0.00013087457,0.00019564263,0.00004301934,0.0036856118,0.000051299317,0.0001907948,0.00006124941,0.00052757014,0.00010078142],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017058515,0.00030584267,0.8530189,0.000039467664,0.00030151012,0.000043221924,0.07763054,0.00014353167,0.005017947,0.024970576,0.003287299,0.03507062],"study_design_scores_gemma":[0.0033039195,0.00001709,0.97446895,0.00028407903,0.000025512178,0.0000016834045,0.009321698,0.00017608765,0.00036678874,0.005214903,0.006421087,0.0003981968],"about_ca_topic_score_codex":0.0015305862,"about_ca_topic_score_gemma":0.0003116695,"teacher_disagreement_score":0.1214501,"about_ca_system_score_codex":0.00017924373,"about_ca_system_score_gemma":0.000031515072,"threshold_uncertainty_score":0.79780746},"labels":[],"label_agreement":null},{"id":"W7118070689","doi":"10.1093/geroni/igaf122.3091","title":"A Scoping Review of Strategies and Outcomes of Sleep Education Interventions for Older Adults","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Sleep and related disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Sleep hygiene; Sleep (system call); Modalities; Inclusion (mineral); Insomnia; Cognitive behavioral therapy for insomnia; Randomized controlled trial","score_opus":0.02716691911218538,"score_gpt":0.41219903301553434,"score_spread":0.38503211390334896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118070689","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8667522,0.08912224,0.02458085,0.0029373434,0.0013440372,0.0020797437,0.000004526481,0.000030018608,0.013149049],"genre_scores_gemma":[0.99827784,0.00056313566,0.00047950886,0.00037005148,0.0000049805662,0.00015536277,0.000020171792,0.000004043827,0.00012487263],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"systematic_review","domain_scores_codex":[0.9992508,0.000023084694,0.0005414775,0.00009574351,0.000032714994,0.00005616528],"domain_scores_gemma":[0.9994485,0.00007917263,0.0002006382,0.00008776748,0.00018066872,0.0000032634448],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024978208,0.000045188735,0.00014603387,0.00041276496,0.00001621917,0.000005865914,0.000039843326,0.000037719255,0.000044731438],"category_scores_gemma":[0.00012290194,0.000043280288,0.000032405118,0.0007209591,0.000026449441,0.000084420615,0.000010531978,0.000047471633,3.7206166e-7],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003112565,0.00061640417,0.10631809,0.07743527,0.00029210353,1.3386159e-7,0.00492696,0.000013814988,0.000078905105,0.43785903,0.00084497355,0.3715832],"study_design_scores_gemma":[0.003569012,0.00005175531,0.31749266,0.63895476,0.00015752931,0.0000011190688,0.02858844,0.00007632485,0.0002662777,0.010560129,0.00008655867,0.00019541719],"about_ca_topic_score_codex":0.000060612743,"about_ca_topic_score_gemma":0.000017015556,"teacher_disagreement_score":0.5615195,"about_ca_system_score_codex":0.000007962093,"about_ca_system_score_gemma":0.000058570677,"threshold_uncertainty_score":0.17649189},"labels":[],"label_agreement":null},{"id":"W7118070877","doi":"10.1093/geroni/igaf122.2954","title":"Student-Led Environment for Geriatric Interprofessional Education: A Feasibility and Acceptability Study","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Queen's University","funders":"","keywords":"Multidisciplinary approach; Interprofessional education; Intervention (counseling); Context (archaeology); Work (physics); Health care; Social work; Geriatrics","score_opus":0.035607362759392885,"score_gpt":0.47958477808472944,"score_spread":0.4439774153253365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118070877","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98417735,0.000105897125,0.0023809944,0.0045852335,0.002955163,0.003831406,0.000008093448,0.000042230808,0.0019136248],"genre_scores_gemma":[0.9890984,0.0000046454347,0.0018784405,0.002105931,0.00016071697,0.0027508722,0.00006052236,0.000010359864,0.0039301007],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975563,0.00050115987,0.0010855781,0.00043299896,0.0001985566,0.00022536877],"domain_scores_gemma":[0.99849844,0.0004656871,0.00029281405,0.0002922489,0.00042042718,0.000030362306],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019936,0.00014681475,0.0002177895,0.0005934874,0.0005445215,0.00002270562,0.00014674313,0.000112931935,0.00055057614],"category_scores_gemma":[0.00042519,0.00013814041,0.000021759412,0.0012966376,0.000037569203,0.00022704566,0.00016592909,0.0003894723,0.000014686485],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024160121,0.0010251581,0.9633541,0.00013441672,0.0000134635575,8.017356e-8,0.0076549826,0.0000026829707,0.00019389408,0.014841472,0.0013055324,0.0112326],"study_design_scores_gemma":[0.0014554135,0.00003964439,0.92736584,0.00016024378,0.000011075546,9.395574e-8,0.0610524,0.000072891824,0.000015868736,0.005591631,0.0041267746,0.00010812668],"about_ca_topic_score_codex":0.00013385316,"about_ca_topic_score_gemma":0.0002579968,"teacher_disagreement_score":0.053397417,"about_ca_system_score_codex":0.00078544737,"about_ca_system_score_gemma":0.002546012,"threshold_uncertainty_score":0.6028423},"labels":[],"label_agreement":null},{"id":"W7118070897","doi":"10.1093/geroni/igaf122.1844","title":"Daily Ageist Attitudes, Subjective Age, and Memory Failures: A Multi-Country Integrated Data Analysis","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Perspective (graphical); Everyday life; Activities of daily living; Czech; Multilevel model; Inclusion (mineral)","score_opus":0.07157230524431143,"score_gpt":0.42454747306919166,"score_spread":0.35297516782488025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118070897","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91586447,0.0010923562,0.06076004,0.0021465719,0.0005000811,0.0003847786,0.000082356055,0.00017357926,0.018995773],"genre_scores_gemma":[0.99056494,0.0000043906325,0.001500927,0.0005653585,0.0000270712,0.000039697243,0.00059608824,0.0000097062975,0.006691842],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983025,0.0002228067,0.0004399563,0.0006154094,0.00012832243,0.00029099226],"domain_scores_gemma":[0.9987386,0.00023104063,0.00010427391,0.00072362664,0.00018199178,0.000020481992],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013149389,0.0001409423,0.0002786214,0.0017600171,0.0001315236,0.000084691,0.00038897133,0.00013500384,0.00011865935],"category_scores_gemma":[0.0003844712,0.00013931443,0.000016989443,0.005931982,0.00019407082,0.00017695074,0.00021901824,0.0005204126,0.000015401527],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009593568,0.00022961445,0.94941974,0.000054739343,0.0012992491,0.00023443758,0.0055426927,0.000041660758,0.00021969707,0.016001517,0.0062103635,0.020650364],"study_design_scores_gemma":[0.0014322487,0.00001243752,0.9827445,0.00008404946,0.00010815284,0.000005350875,0.0074551557,0.0037884056,0.00002623297,0.00025986147,0.0038913211,0.00019226184],"about_ca_topic_score_codex":0.006264764,"about_ca_topic_score_gemma":0.008876879,"teacher_disagreement_score":0.07470045,"about_ca_system_score_codex":0.000090173584,"about_ca_system_score_gemma":0.0000918535,"threshold_uncertainty_score":0.9470491},"labels":[],"label_agreement":null},{"id":"W7118070961","doi":"10.1093/geroni/igaf122.2407","title":"Development and Validation of Response Time Inconsistency in the Midlife in the United States (MIDUS) Study","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Cognition; Affect (linguistics); Cognitive test; Episodic memory; Dementia; Cognitive decline; Cognitive Assessment System; Cognitive aging","score_opus":0.03516038712554606,"score_gpt":0.35917536335633665,"score_spread":0.32401497623079056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118070961","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99467456,0.000013986716,0.000054004657,0.003843423,0.000010519019,0.00070997217,5.216476e-7,0.0000045666266,0.00068843464],"genre_scores_gemma":[0.9987595,0.0000030293838,0.00009853079,0.00091098546,0.0000031970364,0.0000825911,0.00004072918,0.0000024071794,0.00009900345],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99862844,0.0004641786,0.00043387967,0.00010759704,0.00026239964,0.0001035194],"domain_scores_gemma":[0.99925095,0.000423905,0.000058638714,0.000100411955,0.00016144436,0.000004626993],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005179107,0.00005516349,0.0000933762,0.001261558,0.000036928213,0.000024349758,0.000071791685,0.000017559143,0.00001537667],"category_scores_gemma":[0.0005200055,0.00003599715,0.000004851114,0.003608862,0.00003373781,0.00005457837,0.000034588546,0.0001510638,0.000001465164],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029013533,0.00040694495,0.9695104,0.00003834212,0.000014034325,0.00001934085,0.024098521,0.000009238314,0.0017396671,0.00032003518,0.00007088709,0.0034824759],"study_design_scores_gemma":[0.0015670703,0.000073580886,0.9581668,0.00019553506,0.0000060764273,0.0000015194065,0.03672236,0.000223448,0.002243955,0.00025128626,0.0005159019,0.000032471806],"about_ca_topic_score_codex":0.00010858624,"about_ca_topic_score_gemma":0.00004182108,"teacher_disagreement_score":0.012623835,"about_ca_system_score_codex":0.000054793552,"about_ca_system_score_gemma":0.0001354824,"threshold_uncertainty_score":0.17949855},"labels":[],"label_agreement":null},{"id":"W7118071333","doi":"10.1093/geroni/igaf122.2090","title":"Dignity of Risk Education With Healthcare Staff: Preliminary Results, Lessons Learned, and Future Directions","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Department of Agriculture; Nova Scotia Hospital; Nova Scotia Health Authority","funders":"","keywords":"Dignity; Autonomy; Health care; Risk management; Participatory action research; Risk assessment; Value (mathematics); Citizen journalism","score_opus":0.028997307942819565,"score_gpt":0.3522260348424133,"score_spread":0.32322872689959375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118071333","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9068842,0.0008195123,0.00041131247,0.08729798,0.0003238025,0.00041294866,0.00004463143,0.00006524346,0.0037403617],"genre_scores_gemma":[0.9961923,0.0004885203,0.0021484103,0.00027164363,0.000115671544,0.000034045013,0.00012749582,0.000009299742,0.000612655],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9990821,0.000057002082,0.00039732605,0.0002187508,0.00013283183,0.00011197736],"domain_scores_gemma":[0.99899566,0.00011179822,0.00019308542,0.00022540893,0.0004520654,0.000021955535],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030834705,0.000087803935,0.0001555229,0.00060439395,0.000089815985,0.000012068573,0.00003582306,0.000067866014,0.0000033183753],"category_scores_gemma":[0.00038656578,0.0000813069,0.00001015272,0.0020321766,0.000057971512,0.00011086956,0.000024106857,0.0003246435,5.6059974e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00077299995,0.00038301217,0.17284901,0.0006125898,0.000040142528,0.0000027992264,0.0071120304,0.000027490403,0.0003560565,0.014602918,0.001900537,0.8013404],"study_design_scores_gemma":[0.0020510172,0.0002811246,0.95496076,0.0017146779,0.000045935212,0.00001720815,0.010370611,0.00014313404,0.0011278731,0.0022759973,0.02689239,0.00011927347],"about_ca_topic_score_codex":0.0009105482,"about_ca_topic_score_gemma":0.00030635443,"teacher_disagreement_score":0.80122113,"about_ca_system_score_codex":0.00010771817,"about_ca_system_score_gemma":0.00038418366,"threshold_uncertainty_score":0.3315599},"labels":[],"label_agreement":null},{"id":"W7118071614","doi":"10.1093/geroni/igaf122.774","title":"Older Adults Interacting With Social Robots: Toward Greater Social Participation and Connection","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Social Robot Interaction and HRI","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"","keywords":"Surprise; Conversation; Active listening; Social engagement; Psychological intervention; Older people; Exploratory research; Qualitative research","score_opus":0.04998586827499492,"score_gpt":0.400166710349658,"score_spread":0.3501808420746631,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118071614","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9727325,0.000008881549,0.0075053186,0.0060755187,0.0012174547,0.00020505434,0.00000104115,0.00008546543,0.012168753],"genre_scores_gemma":[0.99773705,5.213461e-7,0.00008473247,0.0012532743,0.0002364988,0.00010344628,0.000018524004,0.000011613284,0.0005543433],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990391,0.00008342043,0.00037174017,0.0002364083,0.000089846406,0.00017947577],"domain_scores_gemma":[0.9994889,0.00008629348,0.00017812569,0.000048466343,0.00018890524,0.000009344429],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021089512,0.00010383228,0.00013567378,0.00042529113,0.00020910068,0.00007512097,0.000038601742,0.000096224234,0.0002682522],"category_scores_gemma":[0.00007698141,0.000106629835,0.000017212715,0.00093741354,0.000042878175,0.00023271056,0.000020203164,0.00023130317,0.000015574586],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011880025,0.00027797325,0.36770043,0.00014670007,0.00021053811,0.000015795697,0.27599648,0.000044275217,0.0006106873,0.15078756,0.007468484,0.19555308],"study_design_scores_gemma":[0.0025381374,0.00003347652,0.96048653,0.0002826692,0.000022289463,0.0000043283007,0.0340521,0.00038336948,0.00039746775,0.0003814701,0.001207902,0.00021023815],"about_ca_topic_score_codex":0.00026490973,"about_ca_topic_score_gemma":0.000106102256,"teacher_disagreement_score":0.59278613,"about_ca_system_score_codex":0.00011194639,"about_ca_system_score_gemma":0.000019345836,"threshold_uncertainty_score":0.43482384},"labels":[],"label_agreement":null},{"id":"W7118071893","doi":"10.1093/geroni/igaf122.612","title":"Mentoring New Research Center Directors Through Times of Uncertainty: The LEAD Program","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Mentoring and Academic Development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Mentorship; Excellence; Center of excellence; Center (category theory); Presentation (obstetrics); Professional development; Field (mathematics)","score_opus":0.11457106419952472,"score_gpt":0.45762526924420527,"score_spread":0.34305420504468054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118071893","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6056371,0.0005087788,0.00059463916,0.010746611,0.0054443455,0.0008131634,0.000001504282,0.00013858466,0.37611532],"genre_scores_gemma":[0.9623019,0.00001449461,0.0007179111,0.00023360203,0.00015587854,0.00012824597,0.000009318691,0.000009249864,0.03642938],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99861145,0.0001244668,0.0004608932,0.00020754125,0.00025781928,0.0003378305],"domain_scores_gemma":[0.9993578,0.00020776928,0.000091122594,0.00020446467,0.00012781048,0.000010993851],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018881961,0.00007734574,0.00010960367,0.00035436123,0.0000836786,0.00002749442,0.00022836834,0.00005875737,0.0001551232],"category_scores_gemma":[0.00019677494,0.000059972106,0.000014771221,0.0024702174,0.000057293055,0.000060933526,0.00008624448,0.00037112745,0.000018083443],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039615497,0.00017892527,0.14306282,0.00006805586,0.000106751315,0.000002752219,0.02836806,0.000057593847,0.0012921131,0.24107537,0.08692194,0.498826],"study_design_scores_gemma":[0.0009780921,0.00002731435,0.026372276,0.0007228916,0.0000045596626,7.8551665e-7,0.0049495837,0.000061497136,0.0049078134,0.009785072,0.9520561,0.0001340107],"about_ca_topic_score_codex":0.00068359385,"about_ca_topic_score_gemma":0.000007211531,"teacher_disagreement_score":0.8651342,"about_ca_system_score_codex":0.00014863574,"about_ca_system_score_gemma":0.00008664268,"threshold_uncertainty_score":0.24455915},"labels":[],"label_agreement":null},{"id":"W7118072125","doi":"10.1093/geroni/igaf122.3562","title":"Co-Developing CARED: A Personalized Dementia Outcome Measure With Caregivers","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; McMaster Children's Hospital; McMaster University","funders":"","keywords":"Dementia; General partnership; Family caregivers; Outcome (game theory); Standardization; Relevance (law); Population; Caregiver burden","score_opus":0.037271711632841494,"score_gpt":0.3618241790207658,"score_spread":0.3245524673879243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118072125","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9245685,0.00013304064,0.020750888,0.0052014915,0.00008424937,0.0005709686,0.0000021859303,0.00006864981,0.048620056],"genre_scores_gemma":[0.9956013,0.0000048765255,0.0010683475,0.0013837258,0.000019347875,0.000058294387,0.000048989772,0.000009535552,0.0018056125],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99877787,0.000039474427,0.0003166431,0.00022122623,0.00040300636,0.00024180801],"domain_scores_gemma":[0.99923766,0.00003120167,0.000063831365,0.000110299574,0.00053558836,0.000021405289],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005124231,0.000107818385,0.0001775796,0.0008413625,0.000088749286,0.00004097734,0.00006344123,0.000037689904,0.00015404326],"category_scores_gemma":[0.000109605324,0.000094705654,0.000022718972,0.0019670057,0.00006294829,0.0001069396,0.00002094812,0.00019946304,0.000008995582],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011962991,0.00003005875,0.9848074,0.0001605899,0.00014039871,0.00004921994,0.00076320453,0.000001517512,0.0027449215,0.004859709,0.00042550193,0.0058978684],"study_design_scores_gemma":[0.0073752822,0.00008557652,0.96113855,0.0011541285,0.00009890053,0.000013901284,0.007700502,0.00007410952,0.009844172,0.00018497884,0.0121165775,0.00021332489],"about_ca_topic_score_codex":0.0000672179,"about_ca_topic_score_gemma":0.000019350045,"teacher_disagreement_score":0.0710328,"about_ca_system_score_codex":0.00023406904,"about_ca_system_score_gemma":0.00034463938,"threshold_uncertainty_score":0.38619843},"labels":[],"label_agreement":null},{"id":"W7118072165","doi":"10.1093/geroni/igaf122.4215","title":"The Paradox of Inclusion: Older Adults With Learning Disabilities in Policy and Practice","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Down syndrome and intellectual disability research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Paternalism; Reflexivity; Autonomy; Voluntary sector; Inclusion (mineral); Thematic analysis; Learning disability; Bureaucracy; Identity (music)","score_opus":0.02181932670361874,"score_gpt":0.37153859040314385,"score_spread":0.3497192636995251,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118072165","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9531274,0.00018750632,0.0001130304,0.016862623,0.0000139672065,0.0002859718,2.5220277e-7,0.000009574702,0.029399673],"genre_scores_gemma":[0.99807465,0.00007054501,0.000100959456,0.00033903474,0.000014143937,0.000025503698,0.0000033704728,0.000004383569,0.0013674113],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990687,0.00011515545,0.00034251242,0.00013403973,0.00020278072,0.00013684804],"domain_scores_gemma":[0.99813265,0.001421668,0.000048993672,0.00013323105,0.00025235207,0.000011097975],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0012282028,0.000057592122,0.00012643659,0.00038472863,0.00011177446,0.00001936125,0.000052140018,0.000031202842,0.000025018566],"category_scores_gemma":[0.013638194,0.000038378144,0.0000076699935,0.0024105366,0.00021650086,0.00013448499,0.00016523982,0.00027545658,0.0000017434016],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015078054,0.0002939985,0.8141207,0.00078492664,0.00003191286,0.000003354028,0.053704612,0.000053280568,0.00069989794,0.035117555,0.00026028164,0.09342169],"study_design_scores_gemma":[0.005679228,0.0006745944,0.78883916,0.0061775735,0.000019014042,0.000101075864,0.16216503,0.0032932097,0.0024546525,0.006571168,0.023781648,0.00024362988],"about_ca_topic_score_codex":0.00050127436,"about_ca_topic_score_gemma":0.00007377782,"teacher_disagreement_score":0.10846042,"about_ca_system_score_codex":0.00010036078,"about_ca_system_score_gemma":0.00017522194,"threshold_uncertainty_score":0.99467033},"labels":[],"label_agreement":null},{"id":"W7118072305","doi":"10.1093/geroni/igaf122.494","title":"No Time for Myself: Personality Moderates Associations Between Solitude and Parental Well-Being","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Psychological Well-being and Life Satisfaction","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Solitude; Neuroticism; Personality; Affect (linguistics); Multilevel model; Big Five personality traits","score_opus":0.028411501189315687,"score_gpt":0.3579203902592709,"score_spread":0.32950888906995524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118072305","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86956537,0.000034654968,0.006272137,0.0016390487,0.00055824104,0.0002947844,0.00002557515,0.00011240163,0.12149778],"genre_scores_gemma":[0.9945585,0.0000020004618,0.00056370953,0.0010830436,0.0001838059,0.00006906011,0.00017398273,0.000009278197,0.0033565988],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99879134,0.00009738685,0.00046030307,0.0003215745,0.00009102006,0.00023835019],"domain_scores_gemma":[0.99905884,0.0005338518,0.0001406285,0.00011581569,0.00013214732,0.000018697581],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007819025,0.000115342715,0.00019166712,0.000291434,0.00020312097,0.0000650579,0.00006955941,0.00013340602,0.00014945841],"category_scores_gemma":[0.00026143575,0.00012256145,0.000029817975,0.00064160506,0.000037201808,0.00011288929,0.000023475777,0.00020534695,0.000059975584],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034236225,0.00008238269,0.8883407,0.000022372931,0.00010587431,9.71487e-7,0.0039670584,0.000026667305,0.00091424055,0.09411711,0.005981236,0.0064071068],"study_design_scores_gemma":[0.0009194099,0.00002720565,0.95386606,0.00006137514,0.000019054958,7.0899455e-7,0.00040688453,0.0009531134,0.00012160047,0.03955898,0.0038986842,0.00016692144],"about_ca_topic_score_codex":0.0001460253,"about_ca_topic_score_gemma":0.0000056463123,"teacher_disagreement_score":0.124993145,"about_ca_system_score_codex":0.000101658225,"about_ca_system_score_gemma":0.000017701475,"threshold_uncertainty_score":0.49979112},"labels":[],"label_agreement":null},{"id":"W7118072492","doi":"10.1093/geroni/igaf122.3573","title":"Does Presentation of Late-Life Generalized Anxiety Disorder Change with Advancing Age?","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Quebec Network for Research on Aging; Université de Montréal; Université de Sherbrooke; Université Laval","funders":"","keywords":"Generalized anxiety disorder; Anxiety; Presentation (obstetrics); Anxiety disorder; Generalized anxiety","score_opus":0.034573138760055445,"score_gpt":0.36397462686765564,"score_spread":0.32940148810760017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118072492","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95788395,0.0009181195,0.03161467,0.0012159867,0.0011430886,0.0006375706,0.00001305564,0.0000936846,0.0064798878],"genre_scores_gemma":[0.9942789,0.0008872785,0.001999319,0.0008557346,0.00011865132,0.000373914,0.000091961076,0.00002475084,0.001369507],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984931,0.000101814454,0.00053403166,0.0004072179,0.00020495144,0.0002588802],"domain_scores_gemma":[0.99881345,0.00012810566,0.00034438484,0.00024243243,0.00044903383,0.000022572509],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003372509,0.00017573994,0.00023092018,0.0013148558,0.00007850722,0.000029689569,0.00013242367,0.00008766761,0.00019609672],"category_scores_gemma":[0.00028008243,0.00012578697,0.000024808074,0.005119673,0.000069251066,0.00034292947,0.000046395624,0.00015704984,0.0000067772685],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013379843,0.00020632142,0.88280237,0.0000978933,0.00008129489,0.0000030318224,0.0034862796,0.000062898835,0.0006000532,0.0037134984,0.0004819437,0.108330645],"study_design_scores_gemma":[0.0042926865,0.000053039836,0.9580085,0.00037965403,0.000044488082,0.0000011647729,0.0038891747,0.0001835439,0.0028866385,0.0048133805,0.025151301,0.00029637775],"about_ca_topic_score_codex":0.0005695891,"about_ca_topic_score_gemma":0.00016317905,"teacher_disagreement_score":0.10803427,"about_ca_system_score_codex":0.000060036386,"about_ca_system_score_gemma":0.000043900287,"threshold_uncertainty_score":0.5129444},"labels":[],"label_agreement":null},{"id":"W7118072623","doi":"10.1093/geroni/igaf122.3460","title":"Synergic trial secondary outcomes results on gait and falls","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Wilfrid Laurier University; University of British Columbia; University of Waterloo; Lawson Health Research Institute; Western University","funders":"","keywords":"Gait; Falls in older adults; Cognition; Cognitive impairment; Effects of sleep deprivation on cognitive performance; Gait analysis; Preferred walking speed","score_opus":0.036635817474753016,"score_gpt":0.3889208114497274,"score_spread":0.35228499397497437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118072623","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9305073,0.000035228593,0.00016184767,0.0038299703,0.0015753573,0.00059970084,0.000014126877,0.00007324033,0.063203216],"genre_scores_gemma":[0.9874289,0.000021057547,0.00015046155,0.0040883883,0.0001323514,0.000090269095,0.00006977433,0.000008228104,0.008010543],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9983742,0.00020048892,0.000848454,0.00023898103,0.00011802036,0.0002198602],"domain_scores_gemma":[0.9990497,0.00041126646,0.00024257753,0.00018090574,0.000100515725,0.000015039778],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001339514,0.000101526006,0.00019781831,0.0005284706,0.0002364648,0.000014959427,0.00007496467,0.00013583367,0.000011579817],"category_scores_gemma":[0.00044704712,0.00009374577,0.000019554866,0.0008717474,0.000022890814,0.00012758862,0.000054941636,0.0005406823,0.00003150596],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.014239325,0.00097161694,0.28553048,0.0011346852,0.00013765335,0.000020391484,0.008707233,0.000010852732,0.006981002,0.53311443,0.050407253,0.09874507],"study_design_scores_gemma":[0.044607405,0.00007130444,0.9176961,0.00091441703,0.000007773951,1.9200233e-7,0.0012161251,0.00014852668,0.000016342548,0.01280724,0.022354204,0.00016037445],"about_ca_topic_score_codex":0.00008191166,"about_ca_topic_score_gemma":0.00007302519,"teacher_disagreement_score":0.6321656,"about_ca_system_score_codex":0.00009534657,"about_ca_system_score_gemma":0.00013509425,"threshold_uncertainty_score":0.3822842},"labels":[],"label_agreement":null},{"id":"W7118072770","doi":"10.1093/geroni/igaf122.2835","title":"Predictive Value of Self-Prioritized Mobility Factors on Gait Speed and Life Space in Older Nigerians.","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; McMaster University; York University","funders":"","keywords":"Gait; Logistic regression; Conscientiousness; Preferred walking speed; Marital status; Stepwise regression; Affect (linguistics); Poison control","score_opus":0.02761305085786978,"score_gpt":0.3733580045369216,"score_spread":0.3457449536790518,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118072770","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9921905,0.000033451823,0.0003183523,0.0030987682,0.00047828886,0.00088863465,0.000011066855,0.00008676376,0.002894219],"genre_scores_gemma":[0.9987969,0.000017949897,0.00023802629,0.00065455923,0.000034235694,0.00004361961,0.0000060960615,0.000010965391,0.00019764277],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981256,0.0003036953,0.0008333017,0.00029828463,0.00017316206,0.0002659719],"domain_scores_gemma":[0.9983575,0.0009091793,0.00024056427,0.00020607536,0.00026678995,0.000019924426],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010272575,0.00014093934,0.00033844978,0.0007188126,0.00015244693,0.000006483987,0.00008164002,0.000120394456,0.000018048731],"category_scores_gemma":[0.0018183878,0.000136158,0.000015590374,0.0017165062,0.0000590067,0.00011731636,0.00011618585,0.0005113184,0.0000021925457],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021856684,0.00010352644,0.9728785,0.0003967403,0.000023740711,6.8641333e-7,0.020817777,0.00006399077,0.0003870137,0.0049175345,0.00031546445,0.00007316072],"study_design_scores_gemma":[0.0016247265,0.000017905377,0.9851214,0.001367209,0.000005883193,2.5285932e-8,0.00934319,0.00052167336,0.00037175106,0.0014408211,0.00009589781,0.00008951756],"about_ca_topic_score_codex":0.00053774903,"about_ca_topic_score_gemma":0.00026021543,"teacher_disagreement_score":0.012242893,"about_ca_system_score_codex":0.00028596423,"about_ca_system_score_gemma":0.00021729959,"threshold_uncertainty_score":0.5552362},"labels":[],"label_agreement":null},{"id":"W7118072839","doi":"10.1093/geroni/igaf122.3621","title":"Machine Learning Prediction for Functional Impairment, Falls, and Fractures in Postmenopausal Women","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Machine Learning in Healthcare","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Random forest; Brier score; Postmenopausal women; Robustness (evolution); Predictive modelling; Feature (linguistics); Feature engineering","score_opus":0.012545753943767371,"score_gpt":0.2977197083411625,"score_spread":0.2851739543973951,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118072839","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7954418,0.00015592427,0.19918388,0.0039692945,0.00039722625,0.00032844837,0.000003282451,0.00013421876,0.0003859176],"genre_scores_gemma":[0.9942334,0.000007409356,0.004256977,0.001102126,0.00004650669,0.0001283174,0.000037936145,0.00000641505,0.00018090729],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988376,0.000084013765,0.00040265833,0.00030655874,0.00013396666,0.00023520358],"domain_scores_gemma":[0.9994468,0.000193334,0.00011567173,0.00012200939,0.00010465094,0.000017512271],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010218729,0.00009837431,0.00011414068,0.000930634,0.00012711684,0.00008694441,0.00012998946,0.000059200684,0.000007697595],"category_scores_gemma":[0.000303186,0.00010472487,0.0000071695363,0.001469321,0.000014067145,0.0003180278,0.000101991056,0.00038030994,6.7703024e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003036411,0.00003842967,0.88518494,0.00011051076,0.000007188721,0.0000019688318,0.0022735526,0.012267963,0.0005691813,0.05905443,0.000069245,0.040392235],"study_design_scores_gemma":[0.0008441026,0.00011139373,0.71373785,0.000093146504,7.644688e-7,0.000003705541,0.0001600272,0.27179027,0.000051778406,0.009028242,0.004087179,0.000091534326],"about_ca_topic_score_codex":0.00015714549,"about_ca_topic_score_gemma":0.000033658223,"teacher_disagreement_score":0.2595223,"about_ca_system_score_codex":0.00024772118,"about_ca_system_score_gemma":0.00008975685,"threshold_uncertainty_score":0.42705563},"labels":[],"label_agreement":null},{"id":"W7118072868","doi":"10.1093/geroni/igaf122.621","title":"Examining the Psychometric Properties and Factor Structure of EASE","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Urban Design and Spatial Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Research Manitoba","funders":"","keywords":"Usability; Construct (python library); Construct validity; Resource (disambiguation); Component (thermodynamics); Dual (grammatical number)","score_opus":0.03880785315686154,"score_gpt":0.23027057875621498,"score_spread":0.19146272559935346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118072868","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9937877,0.00039888808,0.0052786176,0.00007242841,0.00007111836,0.00004738442,0.0000014917257,0.000024381807,0.00031798502],"genre_scores_gemma":[0.99972373,0.0000089316545,0.00012395447,0.00004983645,0.000011138032,0.0000021434182,0.0000012571046,0.0000035607711,0.000075449476],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9996385,0.000009679393,0.00018913254,0.000054764143,0.00005446017,0.00005345455],"domain_scores_gemma":[0.9998368,0.000025804791,0.000023662576,0.00007090322,0.0000392372,0.0000035654816],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006141707,0.000046459445,0.00007339979,0.0006117173,0.000020693118,0.000018564446,0.000047940506,0.000020600308,0.000012888407],"category_scores_gemma":[0.00006251763,0.00003225719,0.0000054313787,0.0026059425,0.000016238175,0.00005287388,0.0000095768155,0.000074968026,1.8286063e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000054382285,0.000007787614,0.47466028,0.00020282328,0.00007255118,4.6837965e-7,0.0018929631,0.007502008,0.44298387,0.0022956585,0.0002766155,0.07009955],"study_design_scores_gemma":[0.0005524189,0.000015493799,0.7774405,0.0002793775,0.000026272008,8.8247253e-7,0.00079397846,0.116038114,0.10207909,0.0018403613,0.00069943944,0.00023407018],"about_ca_topic_score_codex":0.000029233672,"about_ca_topic_score_gemma":0.00001364687,"teacher_disagreement_score":0.34090477,"about_ca_system_score_codex":0.000014491832,"about_ca_system_score_gemma":0.000005845581,"threshold_uncertainty_score":0.131541},"labels":[],"label_agreement":null},{"id":"W7118073006","doi":"10.1093/geroni/igaf122.685","title":"Perception of aging and changes in later life: Findings from ethnographic interviews with older adults","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary; MacEwan University","funders":"","keywords":"Thematic analysis; Perception; Healthy aging; Ethnography; Successful aging; Salience (neuroscience); Quality of life (healthcare); Older people","score_opus":0.040367973852806695,"score_gpt":0.3687994271457761,"score_spread":0.3284314532929694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118073006","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99448496,0.0003421961,0.00058632216,0.0034389435,0.00012352316,0.00015792731,0.000001860997,0.000021225285,0.000843033],"genre_scores_gemma":[0.9988547,0.0000114097975,0.00021222625,0.000601237,0.000017796678,0.000049244,0.00001866049,0.000007497778,0.00022722647],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99904305,0.0001117012,0.00031382975,0.00026525697,0.00007971498,0.00018644727],"domain_scores_gemma":[0.9996004,0.00009064503,0.000073918345,0.00014682297,0.00007691336,0.000011287157],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005970869,0.00009018851,0.00017541242,0.0013085066,0.000030443014,0.000014974809,0.000087536624,0.000095037365,0.00013551269],"category_scores_gemma":[0.00003660912,0.00008164812,0.000008824092,0.0014475771,0.00009002916,0.00007635781,0.00004523091,0.00030193254,0.0000036323008],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000058149508,0.0000363925,0.9305375,0.00006319523,0.000020028063,0.0000044772187,0.037786394,0.0000010302447,0.00035229482,0.0005132967,0.00014664778,0.030480549],"study_design_scores_gemma":[0.0012168058,0.0000244252,0.97953016,0.0010348343,0.000004058802,0.0000012410317,0.017509928,0.0001241795,0.00016982734,0.00023180289,0.000073904936,0.00007885531],"about_ca_topic_score_codex":0.0010871917,"about_ca_topic_score_gemma":0.0014405355,"teacher_disagreement_score":0.048992593,"about_ca_system_score_codex":0.00002319379,"about_ca_system_score_gemma":0.000015429237,"threshold_uncertainty_score":0.33295137},"labels":[],"label_agreement":null},{"id":"W7118073026","doi":"10.1093/geroni/igaf122.3480","title":"Co-creating a Virtual Reality Program for Older Adults with Dementia in Hospital","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Appreciative Inquiry and Organizational Change","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; Simon Fraser University; University of British Columbia","funders":"","keywords":"Appreciative inquiry; Dementia; Focus group; Virtual reality; Process (computing); Value (mathematics); Older people","score_opus":0.01483371765899538,"score_gpt":0.2873647418523726,"score_spread":0.2725310241933772,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118073026","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9671038,0.000016525724,0.024831846,0.001368844,0.00014056022,0.0010313169,0.0000030877486,0.00010002797,0.005404031],"genre_scores_gemma":[0.99762464,5.3176785e-7,0.0007471732,0.0007883454,0.0002745715,0.00025193137,0.00024255093,0.0000125053775,0.00005778095],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99912745,0.000006717639,0.00034962996,0.00022366537,0.000119200326,0.00017333806],"domain_scores_gemma":[0.99936974,0.00005103126,0.00018336238,0.00007326151,0.00032049394,0.0000021133535],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000404545,0.0001035555,0.000112747766,0.00052561495,0.000104553576,0.000116524025,0.00008852179,0.000040796218,0.000026339509],"category_scores_gemma":[0.00020363613,0.00010138429,0.000011023925,0.0026390043,0.000029932886,0.0006766553,0.00003378801,0.00009016576,0.000003582837],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000078555684,0.0002754756,0.81066465,0.00027748206,0.000022425469,0.0000022554173,0.0009498313,0.00014735013,0.000035196343,0.16213883,0.0010586055,0.024349319],"study_design_scores_gemma":[0.0036826802,0.000042522664,0.96696275,0.0012792706,0.000021674332,1.9408904e-7,0.0043651448,0.010256101,0.0004934755,0.004319581,0.008223847,0.00035276441],"about_ca_topic_score_codex":0.00012645288,"about_ca_topic_score_gemma":0.00012590952,"teacher_disagreement_score":0.15781926,"about_ca_system_score_codex":0.00005618085,"about_ca_system_score_gemma":0.00002594905,"threshold_uncertainty_score":0.41343313},"labels":[],"label_agreement":null},{"id":"W7118073424","doi":"10.1093/geroni/igaf122.3968","title":"Integrating Older Adults’ Voices on Climate change Into One Health Framework to Promote Healthy Aging","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Climate change; Wildlife; Healthy aging; Population health; Population; Population ageing; Health care; Social isolation","score_opus":0.056296590784082765,"score_gpt":0.378321188867017,"score_spread":0.3220245980829342,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118073424","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89859474,0.00012393206,0.0021917168,0.095864624,0.0004663483,0.0011567912,0.000006122104,0.00012007685,0.0014756507],"genre_scores_gemma":[0.91446394,0.00012442296,0.009986765,0.07498429,0.00017896284,0.0001918061,0.00002510743,0.000022155742,0.000022565755],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9976365,0.00007522868,0.00077767746,0.00048198635,0.00030694244,0.00072167715],"domain_scores_gemma":[0.9991832,0.00010951735,0.00027934596,0.0002786406,0.00003385898,0.00011546172],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014693438,0.00019346029,0.00026415306,0.00059684407,0.00037606916,0.000074044736,0.00019764989,0.000087738284,0.00016029105],"category_scores_gemma":[0.0002744994,0.0001987521,0.0000185097,0.0034828112,0.000031282172,0.00031201166,0.00021034121,0.00047359182,0.00015309251],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008644759,0.0002514808,0.19440271,0.00094374485,0.0000042212873,0.000004558239,0.07648306,0.000070712216,0.00042151794,0.011908118,0.0010130138,0.7144104],"study_design_scores_gemma":[0.0017944208,0.00074677245,0.92605746,0.03459563,0.000006701416,0.0000028534553,0.010253283,0.0032838087,0.0016302596,0.012774433,0.007973339,0.000881033],"about_ca_topic_score_codex":0.002505864,"about_ca_topic_score_gemma":0.0015017097,"teacher_disagreement_score":0.73165476,"about_ca_system_score_codex":0.0009368222,"about_ca_system_score_gemma":0.000033764387,"threshold_uncertainty_score":0.8104875},"labels":[],"label_agreement":null},{"id":"W7118073570","doi":"10.1093/geroni/igaf122.815","title":"Productive Aging Profiles Among Vietnamese War Survivors: The Role of Early-Life War Exposure and Military Service","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Saint Vincent University","funders":"","keywords":"Military service; Vietnamese; Military sociology; Service member; Multinomial logistic regression; Vietnam War; Psychological intervention; Military personnel","score_opus":0.026889889677145798,"score_gpt":0.3343220768827907,"score_spread":0.3074321872056449,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118073570","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9876055,0.0034869348,0.0000794952,0.0035385508,0.00016563818,0.00074439705,0.000010713417,0.000044345416,0.004324408],"genre_scores_gemma":[0.9991267,0.000021078647,0.00013775686,0.00027077287,0.0000422771,0.00021985712,0.000015633164,0.000018108522,0.00014786441],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980942,0.0003249915,0.0006217022,0.000382078,0.00026590336,0.00031109888],"domain_scores_gemma":[0.9986969,0.00025143093,0.00014692951,0.00047962315,0.0004034583,0.000021650923],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011877439,0.0001528008,0.0002222737,0.0005898452,0.00011999449,0.000014691818,0.00030981321,0.00008196313,0.00006510974],"category_scores_gemma":[0.00039831418,0.0001293246,0.000019831514,0.0027980858,0.00017726287,0.00021959771,0.00016085595,0.00038093308,0.0000072536227],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047147634,0.00011233679,0.89953923,0.00024035184,0.00010276276,0.0000024575845,0.076124676,0.000044181877,0.0014552298,0.0068276986,0.0001528316,0.015351102],"study_design_scores_gemma":[0.00057287957,0.000027619782,0.917624,0.00037856074,0.000010043958,0.0000014053023,0.07250599,0.00047710148,0.002194613,0.005915416,0.00015777769,0.0001346057],"about_ca_topic_score_codex":0.0075978073,"about_ca_topic_score_gemma":0.0007598461,"teacher_disagreement_score":0.01808476,"about_ca_system_score_codex":0.000038491686,"about_ca_system_score_gemma":0.00008508993,"threshold_uncertainty_score":0.9990107},"labels":[],"label_agreement":null},{"id":"W7118073717","doi":"10.1093/geroni/igaf122.3655","title":"Staffing Instability and Functional Decline in Long-Stay Nursing Home Residents with Dementia","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Staffing; Minimum Data Set; Nursing homes; Payroll; Dementia; Long-term care; Medicaid; Quarter (Canadian coin); Geriatrics","score_opus":0.03385250545490372,"score_gpt":0.3835587917967804,"score_spread":0.34970628634187667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118073717","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9860543,0.00031532958,0.007825798,0.0033349989,0.00065977,0.0003062667,0.0000020001114,0.00004185999,0.0014596678],"genre_scores_gemma":[0.998616,0.000010076815,0.00067784754,0.00038515686,0.000055408826,0.000029697774,0.00003619004,0.000008480782,0.00018115401],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985533,0.00013868374,0.00062747486,0.0002483782,0.00016961833,0.00026257164],"domain_scores_gemma":[0.9992823,0.00021400907,0.00014522932,0.00013405304,0.00020832416,0.000016060074],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010760386,0.00009548991,0.0001627805,0.0008770019,0.00024386373,0.000021120055,0.000047530655,0.000080241254,0.000053840387],"category_scores_gemma":[0.00014867602,0.00009326925,0.000007891156,0.0023445177,0.000047308295,0.0002044629,0.000049698276,0.00038137336,0.0000023905927],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012449955,0.000052535313,0.98481524,0.00014414088,0.000008594153,0.0000029595753,0.002211121,0.00005944611,0.0001242401,0.0024274418,0.00054208876,0.009487714],"study_design_scores_gemma":[0.0014900527,0.00001398236,0.98855895,0.0013575733,0.000008963608,5.925024e-7,0.003473156,0.000119030956,0.000041758085,0.004638241,0.00021049801,0.000087216664],"about_ca_topic_score_codex":0.00073134777,"about_ca_topic_score_gemma":0.0020439837,"teacher_disagreement_score":0.012561679,"about_ca_system_score_codex":0.00035251293,"about_ca_system_score_gemma":0.00027336588,"threshold_uncertainty_score":0.38034096},"labels":[],"label_agreement":null},{"id":"W7118073723","doi":"10.1093/geroni/igaf122.492","title":"Savoring Daily Life: Views of Aging as a Moderator of Savoring and Positive Affect","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University; University of British Columbia","funders":"","keywords":"Moderation; Affect (linguistics); Socioemotional selectivity theory; Positive relationship; Sample (material)","score_opus":0.054893959940213406,"score_gpt":0.41018976993956513,"score_spread":0.35529580999935173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118073723","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9698904,0.0010273104,0.005020387,0.00075446424,0.00022788918,0.00018561415,0.0000027657184,0.000025585692,0.022865575],"genre_scores_gemma":[0.99856454,0.0000059188214,0.00045199227,0.00024349299,0.00003153825,0.000024801291,0.000004598936,0.000010052034,0.0006630729],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99865943,0.00016666391,0.00053860934,0.00027221738,0.00012393727,0.00023911824],"domain_scores_gemma":[0.9990931,0.0003195747,0.00018021507,0.0002077158,0.00017902903,0.000020331003],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010561966,0.000109852,0.00028797783,0.000886229,0.000066690445,0.000015963322,0.000114426315,0.00008241134,0.000029953171],"category_scores_gemma":[0.0002679315,0.00011732121,0.000022599728,0.0013188251,0.00010251469,0.00010826769,0.00008827625,0.00028758025,0.0000037405719],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001639801,0.00015202069,0.6795943,0.00043408186,0.00025008613,0.000027350185,0.030943949,0.00009692637,0.021984624,0.20777465,0.00048684343,0.058091193],"study_design_scores_gemma":[0.004769486,0.00022761444,0.8996543,0.0033193578,0.0000619999,0.000031952146,0.017130261,0.0023805727,0.06127799,0.01005938,0.0005055241,0.00058155344],"about_ca_topic_score_codex":0.00048058678,"about_ca_topic_score_gemma":0.000029152818,"teacher_disagreement_score":0.22006002,"about_ca_system_score_codex":0.000045169898,"about_ca_system_score_gemma":0.000082462,"threshold_uncertainty_score":0.47842202},"labels":[],"label_agreement":null},{"id":"W7118074226","doi":"10.1093/geroni/igaf122.2086","title":"A Frailty-Based Plasma Proteomic Signature Capturing Overall Health and Well-Being in Older Adults","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Aging","funders":"","keywords":"Cohort; Grip strength; Frailty Index; Dementia; Cohort study; Vulnerability (computing); Adverse effect; Diabetes mellitus","score_opus":0.010074651954655536,"score_gpt":0.2822372492585411,"score_spread":0.2721625973038856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118074226","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9784773,0.00013911977,0.0011407748,0.016931076,0.00018168651,0.0011660743,0.0000012912465,0.000086855674,0.0018758],"genre_scores_gemma":[0.98918974,0.0000069916705,0.0027738055,0.007383558,0.000051780306,0.00009089463,0.0000555657,0.000021586417,0.00042608017],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99833614,0.000051734107,0.000675443,0.00039348268,0.00020667887,0.00033655445],"domain_scores_gemma":[0.99938875,0.00008986631,0.00015313395,0.00021231714,0.000110537214,0.000045398512],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004416698,0.00018127557,0.00030046614,0.0012965902,0.000058929643,0.00003468016,0.00007374461,0.00013598803,0.000018703446],"category_scores_gemma":[0.00029805163,0.00019195199,0.00001952632,0.001580787,0.000035041456,0.00014454249,0.000044023047,0.0006854308,0.0000034506427],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00076919456,0.00040768835,0.8858694,0.0050309333,0.000048323425,0.00016098142,0.02975773,0.0017196396,0.011353425,0.009428949,0.0018141594,0.053639576],"study_design_scores_gemma":[0.028860874,0.00018934191,0.8616654,0.028332148,0.000014471694,0.000032676213,0.0017334997,0.052394487,0.020802,0.0033850602,0.0019410826,0.00064891647],"about_ca_topic_score_codex":0.0004377224,"about_ca_topic_score_gemma":0.0001320477,"teacher_disagreement_score":0.05299066,"about_ca_system_score_codex":0.00046499437,"about_ca_system_score_gemma":0.00047556692,"threshold_uncertainty_score":0.7827575},"labels":[],"label_agreement":null},{"id":"W7118074231","doi":"10.1093/geroni/igaf122.3183","title":"Ketones And Cognition: Insights From A Reverse-Translation Approach In Alzheimer Disease Mice","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Diet and metabolism studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Université de Sherbrooke","funders":"","keywords":"Ketogenic diet; Ketone bodies; Dementia; Genetically modified mouse; Transcriptome; Disease; Alzheimer's disease","score_opus":0.04168258665678581,"score_gpt":0.3053174923706533,"score_spread":0.2636349057138675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118074231","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97417194,0.007058418,0.0008445493,0.0028215668,0.00019983185,0.0003413189,0.000004265253,0.00003281437,0.014525293],"genre_scores_gemma":[0.9969925,0.00012782599,0.0014855837,0.001120642,0.00006113642,0.000041126965,0.00010829774,0.0000049465934,0.000057932408],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993723,0.0000220932,0.00026946465,0.00017233442,0.00008718217,0.00007663908],"domain_scores_gemma":[0.99974555,0.000045451543,0.000041806754,0.00006720046,0.00008545818,0.000014563618],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001033459,0.000075034084,0.00014774753,0.00047086264,0.000033638386,0.000013343987,0.000018396002,0.000032147447,0.000005088527],"category_scores_gemma":[0.0000551423,0.000072257,0.000010436235,0.0011225068,0.00003434217,0.00013560723,0.000015156368,0.000101958474,0.0000016048155],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006640874,0.00050654385,0.8129059,0.00038378345,0.00026868045,0.000047801637,0.013537935,0.000033128254,0.014577108,0.039683655,0.001339784,0.11605156],"study_design_scores_gemma":[0.0021219735,0.000004138032,0.98366064,0.00043733616,0.00013035606,2.7981585e-7,0.0011112422,0.00074244564,0.00037886872,0.0064641214,0.0048510777,0.00009752534],"about_ca_topic_score_codex":0.00006889337,"about_ca_topic_score_gemma":0.000016796974,"teacher_disagreement_score":0.1707547,"about_ca_system_score_codex":0.000012192048,"about_ca_system_score_gemma":0.000037737453,"threshold_uncertainty_score":0.29465547},"labels":[],"label_agreement":null},{"id":"W7118074664","doi":"10.1093/geroni/igaf122.2514","title":"Risk Factors for Prescription Opioid Misuse in Older Adults: Findings from the National Survey on Drug Use and Health","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medical prescription; Logistic regression; Opioid; Prescription Drug Misuse; Public health; Mental health; Depression (economics); National Health Interview Survey","score_opus":0.044634658527080345,"score_gpt":0.33966785613905304,"score_spread":0.29503319761197266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118074664","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9942823,0.0001126477,0.0002701655,0.003930799,0.00016519077,0.0010139724,0.00018576064,0.000022029959,0.000017154993],"genre_scores_gemma":[0.9963457,0.000076776596,0.00031973358,0.0019739387,0.000020798818,0.00008851479,0.0010606736,0.000010382056,0.0001034773],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989718,0.00008007148,0.00039704464,0.00024217012,0.0001723175,0.00013654902],"domain_scores_gemma":[0.99890125,0.0006763423,0.00011221782,0.000103277875,0.00019283104,0.000014068859],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00077103224,0.0001068309,0.00014777786,0.00040530757,0.000082321836,0.00004497297,0.000042373536,0.000041368246,0.000006321801],"category_scores_gemma":[0.0011129582,0.00008373674,0.000014777258,0.00081876793,0.000017523018,0.00013145778,0.000017557533,0.00017351772,9.327981e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010060594,0.00015448869,0.9873336,0.00004635421,0.000019508925,1.9354668e-7,0.0070218267,0.000029148992,0.000020055417,0.0005747634,0.0036604207,0.0010390287],"study_design_scores_gemma":[0.0028991278,0.000025288555,0.9934579,0.00073723035,0.0000055643513,5.3058496e-8,0.0010140402,0.000776197,0.00024513737,0.0005454803,0.00023925006,0.000054711356],"about_ca_topic_score_codex":0.014770769,"about_ca_topic_score_gemma":0.0020508626,"teacher_disagreement_score":0.012719906,"about_ca_system_score_codex":0.00033727064,"about_ca_system_score_gemma":0.00014104227,"threshold_uncertainty_score":0.99178994},"labels":[],"label_agreement":null},{"id":"W7118074780","doi":"10.1093/geroni/igaf122.775","title":"Linking Social Prescribing and Preventive Occupational Therapy: A Way to Advance Health and Equity?","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Occupational Therapy Practice and Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Bishop's University; Université de Sherbrooke","funders":"","keywords":"Occupational therapy; Narrative review; Health care; Intervention (counseling); Narrative; Occupational safety and health; Social determinants of health; Social work","score_opus":0.17965575695013847,"score_gpt":0.5483050528277084,"score_spread":0.3686492958775699,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118074780","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96106017,0.00073167565,0.008590254,0.02522957,0.00026161855,0.0010655372,0.00000866028,0.0000410555,0.0030114744],"genre_scores_gemma":[0.9851346,0.00021450454,0.0023545881,0.011049695,0.00014233,0.00015966511,0.000032119868,0.000010243945,0.0009022756],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984225,0.00035496952,0.000490781,0.00023241805,0.00021936772,0.00027993205],"domain_scores_gemma":[0.99887395,0.00056313345,0.00017873905,0.000071800896,0.00028007594,0.0000322779],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021081811,0.00008237056,0.0001396651,0.00054904603,0.0008397848,0.000033247634,0.000069538764,0.000066606415,0.000023618786],"category_scores_gemma":[0.00038267,0.00007979628,0.0000085004585,0.0012333926,0.0000273773,0.0003253761,0.0001734069,0.00045542658,0.0000040959485],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004065171,0.000059820875,0.43502375,0.00032368393,0.000026767466,8.84948e-7,0.019596495,0.000015282274,0.0018310786,0.17459875,0.0012763478,0.3668406],"study_design_scores_gemma":[0.002671678,0.000100631776,0.8750024,0.0017423108,0.0000025003699,6.730239e-7,0.007763514,0.0005056622,0.0001499218,0.05577844,0.05605719,0.00022507278],"about_ca_topic_score_codex":0.00009987738,"about_ca_topic_score_gemma":0.00005915838,"teacher_disagreement_score":0.43997863,"about_ca_system_score_codex":0.00017915857,"about_ca_system_score_gemma":0.00047436074,"threshold_uncertainty_score":0.64590305},"labels":[],"label_agreement":null},{"id":"W7118075419","doi":"10.1093/geroni/igaf122.2827","title":"Exploring the Unmet and Met Needs of Homebound Older Adults: A Scoping Review","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University","funders":"","keywords":"Loneliness; Thematic analysis; Psychological intervention; Quality of life (healthcare); Intervention (counseling); Cognition; Social isolation; Needs assessment","score_opus":0.04741656642002136,"score_gpt":0.3409584716752445,"score_spread":0.29354190525522317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118075419","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9840847,0.009924362,0.00066123233,0.0035087387,0.00022195994,0.0005717143,5.647734e-7,0.000015448086,0.0010112656],"genre_scores_gemma":[0.9946676,0.003000453,0.0004609752,0.0016488213,0.0000267358,0.00008181221,0.0000043399564,0.000004830165,0.0001044355],"study_design_codex":"observational","study_design_gemma":"systematic_review","domain_scores_codex":[0.9992794,0.0000331418,0.00043806343,0.00007831796,0.00009746526,0.000073634415],"domain_scores_gemma":[0.9993854,0.00024183281,0.000091615875,0.00012568565,0.00014787006,0.0000075575167],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005932973,0.000055516586,0.00018943241,0.0005800678,0.0000314629,0.000009306198,0.00003075687,0.000015440253,0.000015522632],"category_scores_gemma":[0.000601393,0.000039797415,0.000022277532,0.002314442,0.000044426513,0.00011413566,0.000023054426,0.000101626996,6.557645e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010163357,0.00013639969,0.4919627,0.066818215,0.00013087904,0.0000033342028,0.014279226,0.000016084552,0.0030580345,0.029718243,0.0007201039,0.39305514],"study_design_scores_gemma":[0.002584643,0.00007032469,0.47097176,0.50800395,0.000075334756,0.000011416983,0.013049889,0.00010192286,0.003366456,0.00039590162,0.0012055774,0.00016283082],"about_ca_topic_score_codex":0.000018237099,"about_ca_topic_score_gemma":0.0000028664635,"teacher_disagreement_score":0.4411857,"about_ca_system_score_codex":0.000031812633,"about_ca_system_score_gemma":0.00006799609,"threshold_uncertainty_score":0.16228916},"labels":[],"label_agreement":null},{"id":"W7118075527","doi":"10.1093/geroni/igaf122.088","title":"Adapting RISE Into Montana Adult Protective Services: An Embedded Model","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"General partnership; Psychological intervention; Intervention (counseling); Process (computing); Social work; Modalities; Adaptation (eye); Focus group; Presentation (obstetrics)","score_opus":0.022445404090742676,"score_gpt":0.3411963759011087,"score_spread":0.318750971810366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118075527","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96033716,0.00006663449,0.018875526,0.0015425797,0.00011061278,0.0003883701,6.446029e-7,0.00014554412,0.01853293],"genre_scores_gemma":[0.99595356,0.000015895934,0.0026429628,0.0010310335,0.000064737374,0.0000717533,0.000003875613,0.0000072191674,0.00020895267],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989459,0.000111920126,0.000307066,0.00022718232,0.00019792345,0.00021004595],"domain_scores_gemma":[0.9993236,0.00004070844,0.00010185765,0.00013390146,0.0003804567,0.00001945366],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00064405607,0.00008192689,0.000102322236,0.00042604376,0.00038703615,0.00008611501,0.0001872018,0.00007812207,0.000008184306],"category_scores_gemma":[0.00013385098,0.00009141817,0.000014407763,0.0026545909,0.000039462102,0.000586584,0.000033625805,0.00019273006,0.0000035753224],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000062542495,0.00015446018,0.024861963,0.00017245222,0.000038067767,0.000009258003,0.5689256,0.009217894,0.013379419,0.27015898,0.0001426988,0.112876624],"study_design_scores_gemma":[0.001426271,0.000047982983,0.0029888973,0.0025449153,0.000020206133,4.0250768e-7,0.13743362,0.47812775,0.008717342,0.36708242,0.000996031,0.0006141524],"about_ca_topic_score_codex":0.009756746,"about_ca_topic_score_gemma":0.02937396,"teacher_disagreement_score":0.46890986,"about_ca_system_score_codex":0.00019135018,"about_ca_system_score_gemma":0.00020256567,"threshold_uncertainty_score":0.9968374},"labels":[],"label_agreement":null},{"id":"W7118075534","doi":"10.1093/geroni/igaf122.2372","title":"Initial Damage and Frailty: Going to Sleep Hungry in Childhood","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Psychological resilience; Frailty Index; Sleep deprivation; Robustness (evolution); Longitudinal data; Longevity; Longitudinal study","score_opus":0.01964233181937443,"score_gpt":0.3286442355338216,"score_spread":0.3090019037144472,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118075534","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9696816,0.0000600653,0.0014232605,0.013322938,0.00023240686,0.00034393626,0.0000020546393,0.000055255932,0.01487849],"genre_scores_gemma":[0.98962635,0.0000029712949,0.0020310422,0.007730573,0.00007966945,0.000029219867,0.000022959934,0.000012268397,0.0004649309],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99894303,0.00002430426,0.00045733305,0.00024164596,0.00013670282,0.00019696995],"domain_scores_gemma":[0.9995782,0.000084861145,0.000047594844,0.00017672312,0.00008728337,0.000025340762],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003572808,0.00010343068,0.00018213977,0.0013140521,0.000038189013,0.000030930725,0.00006087298,0.000066771936,0.000025350111],"category_scores_gemma":[0.00066433667,0.00011736956,0.0000097396105,0.0026410795,0.000024451772,0.0001443975,0.00008607287,0.0003115214,0.000015201996],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000065762455,0.00017942951,0.7177453,0.00022675317,0.000028395272,0.00011599668,0.008357801,0.00010933578,0.011704638,0.00986625,0.0022114743,0.24938887],"study_design_scores_gemma":[0.0024172766,0.000036818918,0.9864822,0.0012580348,0.000006646446,0.0000093813405,0.0005017526,0.0008658095,0.0037097523,0.0013644313,0.0032186757,0.00012922824],"about_ca_topic_score_codex":0.00008143938,"about_ca_topic_score_gemma":0.00011702765,"teacher_disagreement_score":0.2687369,"about_ca_system_score_codex":0.00011695633,"about_ca_system_score_gemma":0.000073492796,"threshold_uncertainty_score":0.47861916},"labels":[],"label_agreement":null},{"id":"W7118075555","doi":"10.1093/geroni/igaf122.2325","title":"Autonomy as Conveyed by Food Environments: Nourishment vs Restriction Among Neurodiverse Older Adults","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Saskatchewan; Université du Québec à Montréal; Université Laval; Memorial University of Newfoundland; McGill University","funders":"","keywords":"Autonomy; Empowerment; Agency (philosophy); Context (archaeology); Feeling; Dominance (genetics); Narrative; Sense of agency","score_opus":0.01462895029462238,"score_gpt":0.31434044025413316,"score_spread":0.2997114899595108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118075555","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9763755,0.00008283104,0.0030594398,0.0026660457,0.0007257575,0.00035388465,0.0000055212395,0.00006599501,0.016664982],"genre_scores_gemma":[0.9907068,0.0000045414695,0.00004764608,0.0010849411,0.0000323655,0.00013402059,0.00006742593,0.000009917078,0.007912347],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99857134,0.00015199844,0.0004155373,0.00040186173,0.000152297,0.00030695775],"domain_scores_gemma":[0.99947035,0.00006324725,0.00012798564,0.00027017418,0.000044255572,0.000024004052],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003965476,0.00012236222,0.00013522684,0.0005738514,0.000115110706,0.000029134766,0.00015332163,0.00012272612,0.00033958664],"category_scores_gemma":[0.00006622379,0.00013949489,0.000019480276,0.0009555098,0.00009068198,0.0001365131,0.00006530467,0.0003744873,0.00014775683],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022379687,0.00044829558,0.9004983,0.00003269722,0.000089070796,0.00003689756,0.007126452,0.000044666107,0.00018465577,0.014400136,0.050925612,0.025989426],"study_design_scores_gemma":[0.0034063729,0.00013550701,0.96361136,0.00012624494,0.000011824173,0.000003169569,0.004007632,0.0002797547,0.00066328945,0.00043267148,0.027106645,0.0002155352],"about_ca_topic_score_codex":0.00049356197,"about_ca_topic_score_gemma":0.000013620747,"teacher_disagreement_score":0.06311306,"about_ca_system_score_codex":0.00020881866,"about_ca_system_score_gemma":0.000048969025,"threshold_uncertainty_score":0.56884366},"labels":[],"label_agreement":null},{"id":"W7118075654","doi":"10.1093/geroni/igaf122.4334","title":"Integrated Digit-in-Noise Test: A Rapid Screening Tool for Hearing and Cognitive Function","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cutoff; Hearing loss; Cognition; Hearing aid; Montreal Cognitive Assessment; Dementia; Cognitive Assessment System; Hearing test","score_opus":0.04692519723943086,"score_gpt":0.311057728889349,"score_spread":0.2641325316499182,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118075654","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94160736,0.000015987865,0.056624047,0.0006407452,0.00013121056,0.00040649186,0.0000037619354,0.000048777867,0.0005216165],"genre_scores_gemma":[0.9982945,0.000002384471,0.0007618237,0.0007093188,0.000017594155,0.000088565495,0.0000074784525,0.0000073814535,0.00011099775],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99910307,0.000038124814,0.00035393002,0.00027250778,0.000076937315,0.00015544417],"domain_scores_gemma":[0.9987548,0.0010079851,0.000059840142,0.00005761679,0.000111373134,0.0000083764135],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046573702,0.00007801643,0.00010032657,0.00068827823,0.00009966705,0.00009127454,0.00003356279,0.000045055403,0.0000027936485],"category_scores_gemma":[0.004393149,0.00007821379,0.00001201974,0.0019358633,0.000043367683,0.0003098429,0.000026509328,0.00015123058,7.8582156e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000080039754,0.000056303514,0.2216027,0.000107331005,0.0000025850163,0.0000015188115,0.00069708895,0.00015422617,0.40865636,0.0067339996,0.000018686515,0.36188915],"study_design_scores_gemma":[0.0017092521,0.000086542015,0.9154676,0.0011323828,0.000006714367,0.0000017286636,0.00073325896,0.023977792,0.051536713,0.0046384297,0.0005399529,0.00016961721],"about_ca_topic_score_codex":0.00003873603,"about_ca_topic_score_gemma":0.000005013624,"teacher_disagreement_score":0.69386494,"about_ca_system_score_codex":0.00004357253,"about_ca_system_score_gemma":0.000042791555,"threshold_uncertainty_score":0.5259327},"labels":[],"label_agreement":null},{"id":"W7118075812","doi":"10.1093/geroni/igaf122.2623","title":"Cost-Analysis Of A Geriatrician-Led Falls Prevention Clinic Among Older Adults At High Risk Of Future Falls","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Fall prevention; Health care; Occupational safety and health; Injury prevention; Suicide prevention; Health plan; Poison control; Resource use; Cost–benefit analysis","score_opus":0.018843966273446974,"score_gpt":0.3726497935385095,"score_spread":0.35380582726506254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118075812","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9917519,0.000120729346,0.0043148585,0.00020733959,0.0010644882,0.0011711076,0.000048903225,0.00004597176,0.0012746667],"genre_scores_gemma":[0.99509275,0.00021453032,0.0005696225,0.000189813,0.00012680404,0.00016322214,0.000370081,0.000014409084,0.0032587529],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99617535,0.0006943013,0.0021963927,0.00035973603,0.000277968,0.00029625528],"domain_scores_gemma":[0.9963822,0.00037663183,0.0021279375,0.00039510694,0.0006956191,0.000022551112],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002335857,0.00016628893,0.0006259242,0.0017797252,0.00019176431,0.0000061161904,0.00018163529,0.0003272067,0.0001334568],"category_scores_gemma":[0.0003221133,0.00016668793,0.00017933657,0.0066493074,0.000044859782,0.00019883957,0.00011421276,0.0005083292,0.000014876341],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001119011,0.00033523559,0.982106,0.00052847323,0.00054978306,6.1405564e-7,0.0037285718,0.000037783288,0.0010785627,0.002073929,0.00074594654,0.008703258],"study_design_scores_gemma":[0.0025264183,0.000021422571,0.9905365,0.0010116838,0.0005081968,3.461126e-8,0.003141788,0.0011142112,0.000054130374,0.0007099235,0.00025414745,0.00012155973],"about_ca_topic_score_codex":0.00065263535,"about_ca_topic_score_gemma":0.002344765,"teacher_disagreement_score":0.008581698,"about_ca_system_score_codex":0.0002703484,"about_ca_system_score_gemma":0.00015860566,"threshold_uncertainty_score":0.67973363},"labels":[],"label_agreement":null},{"id":"W7118075857","doi":"10.1093/geroni/igaf122.371","title":"Relationship Transitions and Loneliness in Midlife and Older Adulthood","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia Hospital","funders":"","keywords":"Loneliness; Feeling; Health and Retirement Study; Social isolation; Perception; Marital status; Matching (statistics)","score_opus":0.03586383325664339,"score_gpt":0.37320393564037313,"score_spread":0.33734010238372975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118075857","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94212556,0.00018149492,0.0014014825,0.05346879,0.000121989484,0.00013941372,0.000001616024,0.000017476139,0.0025421781],"genre_scores_gemma":[0.99672663,0.000031702963,0.00029671795,0.0027143776,0.000027151547,0.000016547747,0.0000039668225,0.0000019417887,0.00018096807],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993857,0.00006761739,0.00025856265,0.00009471113,0.00006539332,0.00012798079],"domain_scores_gemma":[0.9996776,0.00018685783,0.000027821196,0.000034943052,0.000057329027,0.00001547759],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007203322,0.000035254292,0.00006793899,0.00034118918,0.00019217051,0.00003955769,0.000025628258,0.000048972477,0.000008797261],"category_scores_gemma":[0.0003350187,0.000039766364,0.0000038640687,0.001349386,0.00005128827,0.00016645044,0.0000075438998,0.000107733365,4.6017726e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000011898769,0.0000070963306,0.7012623,0.000052399595,4.376049e-7,6.5377617e-7,0.008813276,0.0000069591183,0.0000010355374,0.2868781,0.00006376978,0.0029128036],"study_design_scores_gemma":[0.0003063079,7.788343e-7,0.9777365,0.00017304422,0.000001056305,2.7916343e-7,0.009967548,0.00012296428,0.000002030215,0.010428233,0.0012195699,0.00004170878],"about_ca_topic_score_codex":0.0019001714,"about_ca_topic_score_gemma":0.0056774653,"teacher_disagreement_score":0.2764742,"about_ca_system_score_codex":0.000045041183,"about_ca_system_score_gemma":0.000105705374,"threshold_uncertainty_score":0.3168159},"labels":[],"label_agreement":null},{"id":"W7118076216","doi":"10.1093/geroni/igaf122.631","title":"Joy in Long Term Services and Supports Caregiving","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Workforce; Teamwork; Narrative; Qualitative research; Professional development; Focus group; Workforce development; Isolation (microbiology); Organizational culture","score_opus":0.021025923938086832,"score_gpt":0.38552713237498454,"score_spread":0.3645012084368977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118076216","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9916197,0.00021560356,0.00017255102,0.0022497426,0.00073115673,0.00020214684,9.1643324e-7,0.000037466685,0.0047706873],"genre_scores_gemma":[0.9984458,0.000016912334,0.00007742963,0.0006163402,0.00006139894,0.000026368773,0.000021084576,0.000005894051,0.0007287704],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990616,0.00006558048,0.00043945038,0.00015655231,0.00006898232,0.0002078301],"domain_scores_gemma":[0.9995778,0.000117224,0.000102293925,0.00010521937,0.00008753549,0.000009912433],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005335145,0.00006568231,0.00012464612,0.0007963898,0.00013094275,0.000015322623,0.00005144966,0.00007697477,0.00003441986],"category_scores_gemma":[0.000040385472,0.0000690126,0.0000063520783,0.001535235,0.000012084069,0.00013581749,0.00005820828,0.00025706328,0.000003285495],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004801153,0.0000073340525,0.9745016,0.0004099874,0.0000019266324,0.0000070475016,0.009495284,0.0000021926944,0.00028640582,0.0012209242,0.00033889306,0.013723621],"study_design_scores_gemma":[0.0004148673,0.0000029646776,0.9889928,0.0011997175,0.0000023980826,5.470693e-7,0.007438969,0.00003592223,0.000054272845,0.0009198534,0.00087637885,0.00006127691],"about_ca_topic_score_codex":0.0009795912,"about_ca_topic_score_gemma":0.0019075776,"teacher_disagreement_score":0.01449125,"about_ca_system_score_codex":0.000121267774,"about_ca_system_score_gemma":0.000096195516,"threshold_uncertainty_score":0.28142524},"labels":[],"label_agreement":null},{"id":"W7118076286","doi":"10.1093/geroni/igaf122.4366","title":"Subject Matter Expert Insights for Engaging Underrepresented Older Adults with Disabilities in Research","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Terminology; Diversity (politics); Pace; Government (linguistics); Population; Best practice; Workforce; Inclusion (mineral); Subject-matter expert","score_opus":0.07134524974278937,"score_gpt":0.40744061375214363,"score_spread":0.33609536400935425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118076286","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9678626,0.000104595194,0.001757253,0.01738392,0.00016925203,0.0010119164,9.882272e-7,0.00013085274,0.011578646],"genre_scores_gemma":[0.99762726,0.000009200349,0.0005612107,0.00047055655,0.00004655984,0.00048475232,0.0000083065115,0.000013039844,0.00077912485],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9981109,0.00029274216,0.0004119004,0.00040332283,0.00031743772,0.0004637153],"domain_scores_gemma":[0.9982689,0.0010100682,0.000058340676,0.00025844184,0.00038957933,0.000014668171],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016859794,0.00010479413,0.00015529137,0.0018151772,0.00036382742,0.000083796294,0.00028847306,0.00012875118,0.000029601477],"category_scores_gemma":[0.0013243337,0.00010145549,0.0000146084885,0.005122326,0.00044708233,0.00037100524,0.00008076776,0.00044050635,0.0000057313346],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008451591,0.000114261,0.71552604,0.000094475436,0.000011493446,0.0000039116035,0.19370754,0.00002094826,0.0001841141,0.0804643,0.0018559924,0.007932414],"study_design_scores_gemma":[0.003811654,0.000032403834,0.2883801,0.0028771183,0.0000026890127,8.025796e-7,0.6427804,0.0005377766,0.004277528,0.048573665,0.008333655,0.00039221518],"about_ca_topic_score_codex":0.004923339,"about_ca_topic_score_gemma":0.017412197,"teacher_disagreement_score":0.44907287,"about_ca_system_score_codex":0.00041338697,"about_ca_system_score_gemma":0.00022357178,"threshold_uncertainty_score":0.9716415},"labels":[],"label_agreement":null},{"id":"W7118076341","doi":"10.1093/geroni/igaf122.4159","title":"Mapping Human Health Outcomes in Relation to Harmful Algal Blooms Using a Translational Research Framework","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York Central Hospital","funders":"","keywords":"Multidisciplinary approach; Translational research; Algal bloom; Recreation; Human health; Identification (biology); Health care; Conceptual framework","score_opus":0.06905058907894328,"score_gpt":0.3941619315435392,"score_spread":0.3251113424645959,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118076341","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9042408,0.000009483385,0.08994658,0.0036698286,0.00012060784,0.00037098574,0.000002722189,0.000015966494,0.0016230402],"genre_scores_gemma":[0.9869694,5.4124916e-7,0.012239504,0.00058924634,0.000020466374,0.000023552384,0.000015942778,0.000007286706,0.00013407573],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99834824,0.00013224305,0.0006641218,0.00025123096,0.0003360228,0.00026814142],"domain_scores_gemma":[0.9995395,0.00017453876,0.00009493358,0.00014338565,0.000025244357,0.00002241616],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023855637,0.0000823035,0.00015216849,0.0007669469,0.0001991612,0.000041105,0.00012141851,0.000068854584,0.00011317404],"category_scores_gemma":[0.00015896169,0.000091296286,0.000013513551,0.0038700646,0.000029738943,0.00017260762,0.00006233884,0.00036966364,0.00002088907],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000025585475,0.000029500485,0.93000287,0.000023255589,0.000002688482,0.0000011485815,0.0037946065,0.021042664,0.00080615777,0.042116355,0.00004955517,0.0021286719],"study_design_scores_gemma":[0.00023928832,0.000008732858,0.918082,0.00043417595,4.0660802e-7,5.682332e-7,0.0005942744,0.052262105,0.00002130395,0.027735492,0.00052799354,0.00009365652],"about_ca_topic_score_codex":0.0021510692,"about_ca_topic_score_gemma":0.0016175472,"teacher_disagreement_score":0.0827286,"about_ca_system_score_codex":0.00056326686,"about_ca_system_score_gemma":0.000051510364,"threshold_uncertainty_score":0.37229544},"labels":[],"label_agreement":null},{"id":"W7118076405","doi":"10.1093/geroni/igaf122.709","title":"Silent Disco Headphone Parties in Canadian Long-Term Care Homes","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Music Therapy and Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Loneliness; Feeling; Autonomy; Thematic analysis; Social isolation; Isolation (microbiology); Focus group; Social engagement; Dance","score_opus":0.03129977768262062,"score_gpt":0.37366082683495433,"score_spread":0.34236104915233373,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118076405","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98251265,0.0009971268,0.000113505535,0.0050301575,0.0011125536,0.00019341646,0.0000061806713,0.000022281423,0.01001214],"genre_scores_gemma":[0.99591494,0.000014524307,0.000017951232,0.0030433764,0.00006356575,0.0000594846,0.000052740772,0.000006829786,0.0008266152],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990242,0.000056926972,0.00036731234,0.00017587999,0.000056295947,0.00031935563],"domain_scores_gemma":[0.99967456,0.00002987005,0.000051918425,0.00017128291,0.000045411314,0.000026983238],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029002383,0.000076323144,0.00012289795,0.0009516429,0.00006311429,0.000022171918,0.00008459989,0.00006454817,0.00044176806],"category_scores_gemma":[0.000015108992,0.0000824153,0.000010219259,0.0013390216,0.000025812707,0.00006049059,0.000011391987,0.00019190542,0.000018978693],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014577616,0.000021373753,0.89490944,0.00007257355,0.0000066714088,0.00001734504,0.021815734,0.000017907712,0.000046928497,0.0517433,0.00095348986,0.030380666],"study_design_scores_gemma":[0.00051610457,0.000009888447,0.9898313,0.00020868448,9.938753e-7,7.1334694e-7,0.0039793625,0.0000064625337,0.00008112971,0.00064374716,0.0046415576,0.000080026264],"about_ca_topic_score_codex":0.20777099,"about_ca_topic_score_gemma":0.6950673,"teacher_disagreement_score":0.48729628,"about_ca_system_score_codex":0.00036770865,"about_ca_system_score_gemma":0.00025635076,"threshold_uncertainty_score":0.79750454},"labels":[],"label_agreement":null},{"id":"W7118076587","doi":"10.1093/geroni/igaf122.384","title":"Healthcare Access and Barriers Among Older Asian Americans: Cultural Influences and Systemic Challenges","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Cultural Competency in Health Care","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Health care; Psychological intervention; Quarter (Canadian coin); Healthcare service; Immigration; Service (business); Healthcare system; Health professionals","score_opus":0.05648834331284381,"score_gpt":0.4023537365534375,"score_spread":0.3458653932405937,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118076587","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96102566,0.0031126218,0.000009596554,0.030209864,0.00035963653,0.00036475123,0.000002092383,0.00007290017,0.004842896],"genre_scores_gemma":[0.9972834,0.0014004958,0.000059375783,0.0010560545,0.00007332176,0.000057998805,0.0000029780683,0.0000040144155,0.00006238197],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986803,0.0001971015,0.00039352494,0.000269366,0.00020110204,0.00025862173],"domain_scores_gemma":[0.9992862,0.000097628465,0.0001528753,0.00008595636,0.00031568622,0.000061667466],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061353063,0.00010057096,0.00016725597,0.00030033538,0.00048552186,0.00018839524,0.0001680601,0.000079363635,0.000006883433],"category_scores_gemma":[0.00050746213,0.00009252139,0.000009423795,0.0016190812,0.000309346,0.0007379887,0.000063907646,0.00020107513,3.8699181e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002321397,0.0000018352998,0.8424397,0.00036379183,0.0000056131,0.0000019974595,0.063328564,0.000004783331,0.00003169392,0.06344785,0.00007756761,0.030294288],"study_design_scores_gemma":[0.00018075052,0.000009163061,0.7894656,0.0011335998,0.0000034969705,0.0000018224583,0.20435336,0.00003024323,0.000012316632,0.0029195996,0.0017451262,0.00014493498],"about_ca_topic_score_codex":0.0069542956,"about_ca_topic_score_gemma":0.007103815,"teacher_disagreement_score":0.1410248,"about_ca_system_score_codex":0.00018305038,"about_ca_system_score_gemma":0.0001797952,"threshold_uncertainty_score":0.99965847},"labels":[],"label_agreement":null},{"id":"W7118077194","doi":"10.1093/geroni/igaf122.532","title":"Gerotherapeutic compound picolinic acid supports locomotor function and bone health in aged zebrafish","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Zebrafish Biomedical Research Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Picolinic acid; Zebrafish; Regeneration (biology); Metabolite; Body weight; Fish <Actinopterygii>; Staining","score_opus":0.018511348732971774,"score_gpt":0.3358746247943998,"score_spread":0.317363276061428,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118077194","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9727143,0.00048968336,0.015419608,0.010257929,0.00008734155,0.00058024004,0.000006179787,0.000017724786,0.0004269871],"genre_scores_gemma":[0.9939106,0.00008365022,0.0003214771,0.005134531,0.00004428227,0.00012757885,0.00018455257,0.000009206762,0.00018413631],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9988526,0.000073272444,0.000451107,0.0002847606,0.00010736864,0.00023085282],"domain_scores_gemma":[0.9995901,0.000025941245,0.0000901839,0.00019300937,0.00006510433,0.00003569009],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008306042,0.00008528428,0.0001265182,0.00042544233,0.00006365524,0.00003401588,0.00008099236,0.00008650665,0.000017701595],"category_scores_gemma":[0.00013365383,0.000095143325,0.0000128472975,0.0011831789,0.00008420945,0.000008049945,0.00006838887,0.00018311881,0.0000022541767],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011477968,0.00027195635,0.09080383,0.00014294442,0.00003350035,0.0000037639268,0.000118411255,0.000007351116,0.8315302,0.0048222933,0.00603634,0.0661146],"study_design_scores_gemma":[0.0038516466,0.00024712848,0.8657609,0.00024543493,0.0000051032193,0.000009168798,0.00022066793,0.00040588007,0.028124392,0.014056934,0.08675748,0.000315216],"about_ca_topic_score_codex":0.000053542448,"about_ca_topic_score_gemma":0.00024266416,"teacher_disagreement_score":0.8034058,"about_ca_system_score_codex":0.00006913494,"about_ca_system_score_gemma":0.00021322366,"threshold_uncertainty_score":0.38798323},"labels":[],"label_agreement":null},{"id":"W7118077247","doi":"10.1093/geroni/igaf122.1655","title":"Disparities in Pain Among Nursing Home Residents: Race, Cognitive Impairment, and Nursing Home Racial Composition","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Pain Management and Opioid Use","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Pacific islanders; Nursing homes; Population; Cognition; Ethnic group; Racial differences; White (mutation); Health equity","score_opus":0.01195644238622052,"score_gpt":0.3075561219314614,"score_spread":0.2955996795452409,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118077247","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98363197,0.00025358482,0.010476186,0.0029333401,0.00021808001,0.0005370295,0.0000021178214,0.000060296967,0.0018874123],"genre_scores_gemma":[0.99820095,0.000036762664,0.0002864158,0.0009918192,0.00007734618,0.000033876273,0.00011337229,0.000012107445,0.0002473276],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986974,0.00014869476,0.00047939623,0.00024840512,0.00017819328,0.00024790163],"domain_scores_gemma":[0.9994888,0.00018052793,0.00011601827,0.0000894774,0.00010420914,0.00002100303],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011749936,0.00013341103,0.00023393358,0.0015938146,0.0001090874,0.000084767984,0.000042629872,0.00006827824,0.000008274829],"category_scores_gemma":[0.00016664449,0.00015298817,0.000017956365,0.0017516766,0.00014688204,0.00034654362,0.000023936936,0.0002530559,0.0000012936504],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019506403,0.00017347948,0.9738098,0.00018591859,0.000018282308,0.000028738139,0.0026435729,0.000014535437,0.00052979955,0.004837639,0.00047476275,0.017088447],"study_design_scores_gemma":[0.0026819755,0.00003524579,0.9741192,0.009719291,0.000029315464,8.0464963e-7,0.002424966,0.004101645,0.00022103483,0.006516108,0.000011928894,0.00013851441],"about_ca_topic_score_codex":0.00014570469,"about_ca_topic_score_gemma":0.000026618764,"teacher_disagreement_score":0.016949931,"about_ca_system_score_codex":0.0003380915,"about_ca_system_score_gemma":0.000038914233,"threshold_uncertainty_score":0.62386763},"labels":[],"label_agreement":null},{"id":"W7118077464","doi":"10.1093/geroni/igaf122.2760","title":"Retirement Factors Driving South Korea’s Highest Older Adult Poverty Rate Among OECD Nations: A Decomposition Analysis","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Income, Poverty, and Inequality","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Poverty; Poverty rate; Pension; Population; Socioeconomic status; Social security; Population ageing; Old Age Security","score_opus":0.023688994479917586,"score_gpt":0.33629647446735855,"score_spread":0.312607479987441,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118077464","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9629812,0.0000074104787,0.007563725,0.0029106103,0.00045550836,0.0002567544,0.0000077727755,0.00010511545,0.025711894],"genre_scores_gemma":[0.99788904,0.000008654614,0.0002363975,0.0009701383,0.00007878905,0.000030190024,0.000098515724,0.0000068751974,0.00068138924],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980878,0.00023730514,0.00069916196,0.00030981403,0.00037738137,0.00028848514],"domain_scores_gemma":[0.99879235,0.00015546192,0.00030701095,0.00016537527,0.0005502724,0.000029505996],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015651883,0.00013584859,0.00021633596,0.0016205534,0.0006673636,0.0002160226,0.00018365981,0.00010648968,0.00014443083],"category_scores_gemma":[0.00055768725,0.00013771177,0.00007575203,0.00542802,0.00008703476,0.00058988604,0.000047792702,0.00018066078,0.000007149948],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002463764,0.000041508705,0.8737436,0.0000150673895,0.00006330096,5.155666e-7,0.010816609,0.00010463401,0.00012200355,0.1144544,0.00036537013,0.00027051714],"study_design_scores_gemma":[0.00026878063,0.000004532398,0.9868128,0.00011441773,0.00005710978,1.1730628e-8,0.007463461,0.0014498265,0.0004984725,0.0023533434,0.0008027874,0.00017447301],"about_ca_topic_score_codex":0.0040145074,"about_ca_topic_score_gemma":0.008840043,"teacher_disagreement_score":0.11306918,"about_ca_system_score_codex":0.00062394806,"about_ca_system_score_gemma":0.00012027553,"threshold_uncertainty_score":0.6068761},"labels":[],"label_agreement":null},{"id":"W7118077626","doi":"10.1093/geroni/igaf122.1644","title":"Reduced Preparatory Responses in People with Dementia Predict Caregiver Mental Health Improvements After Care Ends","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Mental health; Dementia; Family caregivers; Physical health; Emotional health; Association (psychology)","score_opus":0.0101907553409377,"score_gpt":0.3336001492070476,"score_spread":0.3234093938661099,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118077626","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99280566,0.00047750422,0.00014018679,0.0015120893,0.00011245298,0.0009890221,0.000014677299,0.00003400469,0.003914385],"genre_scores_gemma":[0.9969502,0.000022396613,0.00016447074,0.001329696,0.000021362865,0.00034304283,0.0001367432,0.0000127016465,0.0010193788],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983981,0.000101332866,0.0004540088,0.00033079906,0.0003758228,0.0003399128],"domain_scores_gemma":[0.9994225,0.0000222346,0.000088617584,0.00017948625,0.00025090566,0.000036245685],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005152147,0.0001321993,0.00019539105,0.0011738752,0.000069488764,0.000032364922,0.00006527515,0.000038824855,0.00011710778],"category_scores_gemma":[0.000041421023,0.00012346815,0.000019036206,0.0018937826,0.0000416768,0.00016833188,0.00007467609,0.00021232729,0.0000033751207],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001058503,0.0001429876,0.9785423,0.0002784982,0.000065760105,0.000023089153,0.005820139,0.0000014581216,0.0041377232,0.00006362541,0.0005806435,0.009285225],"study_design_scores_gemma":[0.004136975,0.0003238909,0.979446,0.0009094145,0.00001562505,0.0000029718813,0.0061788997,0.000050549832,0.007144473,0.000014478431,0.0016772853,0.00009945703],"about_ca_topic_score_codex":0.00024571008,"about_ca_topic_score_gemma":0.00037589736,"teacher_disagreement_score":0.009185768,"about_ca_system_score_codex":0.0005489572,"about_ca_system_score_gemma":0.0007251769,"threshold_uncertainty_score":0.50348854},"labels":[],"label_agreement":null},{"id":"W7118077903","doi":"10.1093/geroni/igaf122.1596","title":"From Assessment to Implementation: Innovations to Decreasing Dementia Risk in Rural Settings","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dementia; Psychological intervention; Rural area; Socialization; Cognition; Social isolation; Focus group","score_opus":0.01730543438981346,"score_gpt":0.41129353934841917,"score_spread":0.3939881049586057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118077903","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94649106,0.000013163688,0.03361693,0.014644085,0.00014312145,0.0010024398,0.000015019379,0.0000388141,0.0040353867],"genre_scores_gemma":[0.97689575,0.0000031026727,0.016671605,0.005680336,0.000069025686,0.00027471664,0.000258866,0.000011576734,0.00013503368],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981187,0.000082648876,0.0007901481,0.00029991154,0.0003689402,0.0003396323],"domain_scores_gemma":[0.9991116,0.0000977215,0.00010338744,0.00017862306,0.0004595203,0.000049146034],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011715069,0.00012938313,0.00018578573,0.002340306,0.00010749818,0.00009894678,0.00009547074,0.000036748595,0.00044063403],"category_scores_gemma":[0.00029358044,0.00014388381,0.000019978756,0.006962443,0.000014426701,0.00018996719,0.00013156758,0.00026784794,0.000022861523],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003737374,0.00009381424,0.8871558,0.000019212539,0.00004947783,0.000008211815,0.00076723925,0.000016035308,0.012377792,0.0026849853,0.0012668312,0.09552325],"study_design_scores_gemma":[0.0020327263,0.000059613372,0.9798867,0.00046427659,0.000027521166,7.8593064e-7,0.0061679143,0.00024290475,0.0063673723,0.0016728144,0.0029585704,0.00011879911],"about_ca_topic_score_codex":0.0014842142,"about_ca_topic_score_gemma":0.00029300898,"teacher_disagreement_score":0.09540445,"about_ca_system_score_codex":0.00040934535,"about_ca_system_score_gemma":0.00029002986,"threshold_uncertainty_score":0.58674115},"labels":[],"label_agreement":null},{"id":"W7118078025","doi":"10.1093/geroni/igaf122.1353","title":"Sociodemographic Determinants of Extreme Heat and Ozone Risk Among Older Adults in 3 Sun Belt Cities","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Extreme heat; Extreme weather; Public health; Extreme Cold; Health risk; Telephone survey; Behavioral Risk Factor Surveillance System; Air pollution; Social determinants of health","score_opus":0.03391772283866374,"score_gpt":0.30090039439982136,"score_spread":0.2669826715611576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118078025","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99871206,0.00013687003,0.000029570296,0.00035599407,0.00006315048,0.00017460526,0.00000477246,0.000010188486,0.0005127946],"genre_scores_gemma":[0.99926746,0.0002683272,0.00011480097,0.0002803809,0.000007919769,0.000014941342,0.000004805892,0.000004520613,0.000036816942],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991083,0.000030513866,0.00040021416,0.0001606784,0.0001050214,0.00019527755],"domain_scores_gemma":[0.99970305,0.00005763878,0.000095983676,0.00011412148,0.000012559372,0.000016637792],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047709653,0.000072963565,0.0001317249,0.00037328427,0.00005765978,0.000010899504,0.000068798145,0.00005259571,0.000055545166],"category_scores_gemma":[0.0000657845,0.00007524448,0.000008545237,0.0012918381,0.00014348587,0.0001953337,0.00009575996,0.000119858305,0.0000014388056],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000072647035,0.000023487659,0.97846854,0.00008278355,6.7005715e-7,0.0000017938083,0.0031773283,0.000008619957,0.000240912,0.00003168581,0.00006516593,0.017891737],"study_design_scores_gemma":[0.0005376657,0.00001069146,0.99442554,0.00059723144,0.0000017556333,3.9769236e-7,0.0010102346,0.001914361,0.0004063927,0.0010175962,0.000014270905,0.00006384763],"about_ca_topic_score_codex":0.0031697548,"about_ca_topic_score_gemma":0.0062974333,"teacher_disagreement_score":0.017827889,"about_ca_system_score_codex":0.00007325298,"about_ca_system_score_gemma":0.000007215517,"threshold_uncertainty_score":0.4791742},"labels":[],"label_agreement":null},{"id":"W7118078084","doi":"10.1093/geroni/igaf122.4360","title":"Balancing Obligation and Autonomy: A Chatbot for Family Caregivers Facing Life-Sustaining Treatment Dilemmas","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Safeguarding; Chatbot; Autonomy; Obligation; Beneficence; Family caregivers; Narrative; Intervention (counseling)","score_opus":0.043402575475020924,"score_gpt":0.37745883271025665,"score_spread":0.33405625723523574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118078084","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9537671,0.00020180718,0.02529565,0.002954679,0.0011561941,0.0008126127,0.000022053277,0.000102387436,0.015687488],"genre_scores_gemma":[0.9966059,9.747707e-7,0.0007388329,0.0005817041,0.000040734885,0.00039515624,0.000060656763,0.000012079349,0.0015640056],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99882543,0.00003066527,0.000550595,0.0002788077,0.00005876818,0.00025574403],"domain_scores_gemma":[0.99944806,0.00013985044,0.00016251279,0.0001244277,0.00009781407,0.000027355853],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031566192,0.000118191536,0.00015613734,0.00070478546,0.00013595048,0.00006900517,0.00005372324,0.000056510067,0.000009939631],"category_scores_gemma":[0.00009118791,0.0001333416,0.000028964227,0.0008519104,0.000028060664,0.00021351773,0.000029580213,0.00007612529,0.000004953851],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008340022,0.0001557046,0.057046916,0.00027412214,0.000101030964,0.0000064724377,0.015710063,0.00013815676,0.0004280087,0.44343048,0.0004116492,0.482214],"study_design_scores_gemma":[0.020058297,0.0015506976,0.64544576,0.005369031,0.00013644398,0.000016409967,0.12878573,0.012022697,0.00423834,0.07469425,0.10620039,0.0014819149],"about_ca_topic_score_codex":0.00042518895,"about_ca_topic_score_gemma":0.000041948577,"teacher_disagreement_score":0.5883989,"about_ca_system_score_codex":0.000762787,"about_ca_system_score_gemma":0.00014891067,"threshold_uncertainty_score":0.54375124},"labels":[],"label_agreement":null},{"id":"W7118078202","doi":"10.1093/geroni/igaf122.1151","title":"Resident Well-Being and Staff Practices in Dementia Villages: Insights From Two Case Studies","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Autonomy; Flexibility (engineering); Adaptation (eye); Dementia; Variety (cybernetics); Destinations; Quality (philosophy)","score_opus":0.057353495038307466,"score_gpt":0.451626087121113,"score_spread":0.3942725920828056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118078202","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98673683,0.002916193,0.00012494272,0.0030990702,0.0010302339,0.00030529607,9.931264e-7,0.000038935224,0.005747476],"genre_scores_gemma":[0.99848807,0.00027532846,0.00039054142,0.00041592307,0.00011668387,0.000039532584,0.000010988282,0.0000075990647,0.00025535325],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99847466,0.00027145984,0.0006970883,0.00025076675,0.000110946734,0.00019506062],"domain_scores_gemma":[0.9982992,0.0009330109,0.00040912777,0.00014552419,0.00020086375,0.000012280469],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00064430584,0.00009938572,0.0001976153,0.00086266745,0.00032015037,0.000027176484,0.000050935698,0.00006284785,0.00003190338],"category_scores_gemma":[0.0006990395,0.0000963518,0.000008468405,0.0015846044,0.000026897533,0.00026577915,0.00011031375,0.0003370235,0.0000065186236],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000100021774,0.00006408274,0.7575791,0.0005604392,0.00016327573,0.0008362382,0.18874586,0.00006835963,0.0016416133,0.031299494,0.006916166,0.012025362],"study_design_scores_gemma":[0.0047260406,0.000044168235,0.14981787,0.004020754,0.00011559526,0.000013246524,0.7341965,0.0004086106,0.00082743494,0.08644474,0.018958684,0.0004263963],"about_ca_topic_score_codex":0.006401307,"about_ca_topic_score_gemma":0.009568396,"teacher_disagreement_score":0.6077612,"about_ca_system_score_codex":0.0001872431,"about_ca_system_score_gemma":0.000113294744,"threshold_uncertainty_score":0.9676904},"labels":[],"label_agreement":null},{"id":"W7118078455","doi":"10.1093/geroni/igaf122.620","title":"Examining the Structure and Utility of the EASE: Environmental Audit Scoring Evaluation Tool","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Audit; Usability; Process (computing); Environmental audit; Factorial analysis; Function (biology)","score_opus":0.031273178956113944,"score_gpt":0.28152179493626855,"score_spread":0.25024861598015463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118078455","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99785054,0.000049504288,0.00019762812,0.00077970774,0.000094487,0.0002417493,0.0000029172732,0.000004342979,0.0007791261],"genre_scores_gemma":[0.99937326,0.0000031439345,0.000104021856,0.00037501805,0.000012631294,0.0000056874583,0.0000026290384,0.0000023605448,0.000121276746],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992509,0.00006814557,0.00022073883,0.00013939451,0.0002288332,0.00009200599],"domain_scores_gemma":[0.99965686,0.0000462137,0.00010826769,0.00017871405,0.000005076842,0.000004844701],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008468598,0.000052879885,0.00005463302,0.000043625667,0.00013635156,0.000012756937,0.000100336496,0.000025797724,0.00029314615],"category_scores_gemma":[0.00006882076,0.00003556919,0.000006448178,0.0005910742,0.00011122916,0.00011760832,0.00013477227,0.00012661905,0.0000014062639],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000021430922,0.0000051893976,0.9656862,0.0000070262195,0.0000017261428,5.189299e-8,0.0005168562,0.00018651588,0.010157041,0.0002487157,0.0001565799,0.023031961],"study_design_scores_gemma":[0.00015635115,0.0000032530004,0.99064904,0.00003540057,0.0000050806057,4.2690652e-7,0.0003537683,0.0052824705,0.0018096884,0.0013844402,0.00028702317,0.000033034863],"about_ca_topic_score_codex":0.00022137322,"about_ca_topic_score_gemma":0.0002752725,"teacher_disagreement_score":0.024962869,"about_ca_system_score_codex":0.00011010707,"about_ca_system_score_gemma":0.000022071414,"threshold_uncertainty_score":0.32097447},"labels":[],"label_agreement":null},{"id":"W7118078581","doi":"10.1093/geroni/igaf122.4330","title":"Older males exhibit greater dual-task gait variability and postural amplitude than older females","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Gait; STRIDE; Cognition; Cognitive impairment; Preferred walking speed; Gait analysis; Fear of falling","score_opus":0.03319058226951646,"score_gpt":0.36190193222596667,"score_spread":0.32871134995645024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118078581","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9881797,0.00007367344,0.0020072819,0.0031463217,0.0006074238,0.0006458663,0.000012016685,0.00010408056,0.0052236654],"genre_scores_gemma":[0.99511766,0.000013432443,0.0006045791,0.0016638718,0.00013280532,0.00012964717,0.00008961895,0.000014233934,0.0022341323],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979337,0.00034755748,0.0008029843,0.00039581207,0.00014657048,0.00037339443],"domain_scores_gemma":[0.9990015,0.00024311869,0.00021329198,0.0002720455,0.00024306879,0.000026949207],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015255028,0.00016853552,0.00024123071,0.00037775128,0.00035212113,0.00003734044,0.00008764058,0.00018563138,0.000042311844],"category_scores_gemma":[0.00017881769,0.00015555201,0.00002739934,0.000922613,0.00007423511,0.00027339978,0.00013937916,0.00046761945,0.000025848653],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018603578,0.000082085135,0.96599567,0.00040343046,0.000017754823,0.0000025223399,0.002907195,3.4496273e-7,0.0056428583,0.02284448,0.00064854015,0.001436504],"study_design_scores_gemma":[0.001003013,0.0000068163727,0.9893359,0.00079442945,0.000010636082,0.0000015245112,0.0012517526,0.00010085956,0.000021892714,0.006688452,0.0006391224,0.00014560584],"about_ca_topic_score_codex":0.00016500986,"about_ca_topic_score_gemma":0.000079813995,"teacher_disagreement_score":0.023340216,"about_ca_system_score_codex":0.00012948552,"about_ca_system_score_gemma":0.00009454768,"threshold_uncertainty_score":0.6343227},"labels":[],"label_agreement":null},{"id":"W7118078633","doi":"10.1093/geroni/igaf122.1712","title":"Considering Cultural and Contextual Resources in Loneliness and Health Studies","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Loneliness; Psychological intervention; Socialization; Social isolation; Intervention (counseling); Health care; Public health","score_opus":0.15761234923447845,"score_gpt":0.47034149301185674,"score_spread":0.31272914377737826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118078633","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93035614,0.003662283,0.000023662125,0.06468465,0.00015741114,0.00011532434,5.297988e-7,0.000016619586,0.0009833545],"genre_scores_gemma":[0.9922677,0.00083444396,0.00012554566,0.006574732,0.00003405806,0.00000802346,6.306325e-7,0.0000014846325,0.00015335833],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992782,0.00006866823,0.00031240814,0.000102491955,0.000067939975,0.000170331],"domain_scores_gemma":[0.9996365,0.00018360565,0.00005609985,0.000026392147,0.00008226196,0.000015148001],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012715575,0.000043,0.00013696951,0.00020498247,0.00022900836,0.00005869661,0.000026327401,0.000024232751,0.0000018423466],"category_scores_gemma":[0.0005513276,0.000040668838,0.000003068689,0.00066681654,0.000144819,0.00015630214,0.000033893295,0.000085612155,1.312581e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000023693208,0.0000037071422,0.76816255,0.00015246416,0.0000029310722,0.0000012882246,0.052398756,0.0000050067933,0.0000022298066,0.16587475,0.00046298336,0.0129309585],"study_design_scores_gemma":[0.00051923713,0.0000043182094,0.7139026,0.0007156802,7.857574e-7,4.2345553e-7,0.259663,0.00006515482,0.000007795256,0.0052356496,0.019806975,0.00007839217],"about_ca_topic_score_codex":0.009675617,"about_ca_topic_score_gemma":0.021525642,"teacher_disagreement_score":0.20726424,"about_ca_system_score_codex":0.000099582845,"about_ca_system_score_gemma":0.00009490904,"threshold_uncertainty_score":0.99691904},"labels":[],"label_agreement":null},{"id":"W7118078665","doi":"10.1093/geroni/igaf122.145","title":"Place inclusion for older LGBT+ people and older people with Learning Disabilities: UK organisational perspectives","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Down syndrome and intellectual disability research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Distrust; Inclusion (mineral); Thematic analysis; Stakeholder; Social exclusion; Older people; Qualitative research; Stakeholder engagement","score_opus":0.016571428927266884,"score_gpt":0.3265141012996889,"score_spread":0.309942672372422,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118078665","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9786612,0.00009824195,0.008864203,0.006913637,0.000034967237,0.0007329724,0.000002946062,0.000044927514,0.0046469024],"genre_scores_gemma":[0.9933577,0.000012397584,0.0006751007,0.0002482508,0.000037936086,0.00011397178,0.00006266324,0.000015542431,0.0054764263],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99881333,0.000043699907,0.00031729793,0.00033786768,0.00027239916,0.00021540701],"domain_scores_gemma":[0.99877155,0.0005315762,0.000042687276,0.00013760838,0.00048938254,0.000027214375],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060700683,0.00012045568,0.00022262914,0.000452292,0.0003113137,0.000050762446,0.000059373204,0.0000622519,0.0008857297],"category_scores_gemma":[0.0021880274,0.00010379364,0.000020919917,0.0017588895,0.000109386885,0.0001523973,0.00017177592,0.000264857,0.0000068886297],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022878396,0.00020420132,0.86612594,0.00060615555,0.000041127878,3.2725012e-7,0.116776325,0.00007816173,0.0018090517,0.010673129,0.0014402424,0.0020165385],"study_design_scores_gemma":[0.0036289257,0.00034685046,0.84466386,0.00083468837,0.000026447162,0.00002888227,0.1387456,0.00516093,0.0013308884,0.0031183097,0.0018649853,0.00024962312],"about_ca_topic_score_codex":0.0001289022,"about_ca_topic_score_gemma":0.000120015495,"teacher_disagreement_score":0.021969274,"about_ca_system_score_codex":0.00026759558,"about_ca_system_score_gemma":0.00023854514,"threshold_uncertainty_score":0.9698119},"labels":[],"label_agreement":null},{"id":"W7118078775","doi":"10.1093/geroni/igaf122.413","title":"Successes and Challenges of Sustaining Community-Based Programs for People Who Live Alone with Dementia","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Service delivery framework; Phone; Dementia; Variety (cybernetics); Socialization; Service (business); Long-term care; Service provider; Respite care; Quarter (Canadian coin)","score_opus":0.06272496818832499,"score_gpt":0.3871412025104315,"score_spread":0.32441623432210653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118078775","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98527604,0.00097284326,0.0044720517,0.007526442,0.00013560537,0.000721532,0.0000029868916,0.00004345511,0.00084902387],"genre_scores_gemma":[0.99785644,0.000048947157,0.0016350747,0.00016642184,0.000020195237,0.0001676678,0.000051937353,0.0000083944005,0.000044904962],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99914825,0.00014948913,0.0003547595,0.00009716878,0.000071481234,0.00017887364],"domain_scores_gemma":[0.9986053,0.00056682376,0.0001941178,0.00012648662,0.0004982735,0.0000089642435],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00091538153,0.00007073743,0.00020274211,0.00040046146,0.00033163064,0.000009821219,0.00006586258,0.000055702472,0.0000037785883],"category_scores_gemma":[0.00011440932,0.00006535919,0.000008597763,0.000949477,0.000035110497,0.00007440379,0.00003488865,0.00022339815,1.7244571e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025333438,0.00018191144,0.8182367,0.009604297,0.000077649594,7.1794676e-7,0.083294965,0.000042385615,0.00013396656,0.031158997,0.0005575135,0.056457575],"study_design_scores_gemma":[0.00639367,0.00043569814,0.48550934,0.0074941814,0.00010840943,4.626676e-7,0.48273462,0.0005171281,0.00079172995,0.0061376104,0.009563388,0.00031377195],"about_ca_topic_score_codex":0.001238651,"about_ca_topic_score_gemma":0.0024515742,"teacher_disagreement_score":0.39943963,"about_ca_system_score_codex":0.00004100892,"about_ca_system_score_gemma":0.00018502558,"threshold_uncertainty_score":0.26652703},"labels":[],"label_agreement":null},{"id":"W7118078861","doi":"10.1093/geroni/igaf122.2824","title":"Clusters of home- and community- based service use and association with quality of life in older adults","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicaid; Cluster (spacecraft); Quality of life (healthcare); Association (psychology); Regression analysis; Service (business)","score_opus":0.05343781039535658,"score_gpt":0.38561614225146323,"score_spread":0.3321783318561067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118078861","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9966818,0.000023103237,0.0002526732,0.0025884197,0.00008910735,0.00023716714,0.0000071891523,0.000009307012,0.00011119501],"genre_scores_gemma":[0.9985563,0.000004416237,0.00028211193,0.0010834249,0.000005346448,0.000011327464,0.000028096349,0.000003614256,0.000025362362],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985541,0.00062430376,0.00055582146,0.00007166383,0.00009976539,0.000094308634],"domain_scores_gemma":[0.99780566,0.0012798317,0.00037677534,0.00010719548,0.00042181398,0.000008754893],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019435033,0.000049543673,0.00018817995,0.00044784276,0.00009142242,0.000005069815,0.00003375029,0.00007916817,0.0000028752854],"category_scores_gemma":[0.0005080886,0.00004845406,0.0000043265545,0.0015817198,0.000015343474,0.000115093506,0.000030685107,0.00034582271,8.532788e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013381688,0.000045180634,0.9811034,0.0011513031,0.00000537538,4.947614e-8,0.016646784,0.000017421025,0.0001210975,0.00018739213,0.00011294349,0.00047524014],"study_design_scores_gemma":[0.0024841223,0.000013057071,0.9768288,0.0013082937,0.0000040171735,1.4114046e-8,0.018913323,0.00024061839,0.000052915904,0.00009221005,0.00002005457,0.00004256599],"about_ca_topic_score_codex":0.01236337,"about_ca_topic_score_gemma":0.005323589,"teacher_disagreement_score":0.007039781,"about_ca_system_score_codex":0.00009770947,"about_ca_system_score_gemma":0.00012500066,"threshold_uncertainty_score":0.9942134},"labels":[],"label_agreement":null},{"id":"W7118079028","doi":"10.1093/geroni/igaf122.3584","title":"Exploring the Caregiving Context of Memory Challenges in Both Care Recipients and Care Partners","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cognition; Intervention (counseling); Context (archaeology); Reciprocal; Cognitive impairment; Cognitive skill","score_opus":0.13010608448334857,"score_gpt":0.37550017486313403,"score_spread":0.24539409037978546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118079028","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98195964,0.0029137647,0.00001876904,0.0014341165,0.00011156563,0.00030875223,9.26332e-7,0.000009933119,0.013242555],"genre_scores_gemma":[0.99921423,0.00042746327,0.000021281807,0.00013940263,0.000017592143,0.00009353736,0.000008818114,0.0000054522943,0.000072197385],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992037,0.000051607385,0.0002631706,0.00015697368,0.00017875704,0.00014581339],"domain_scores_gemma":[0.9994909,0.000080169804,0.000046979745,0.00011424039,0.00025683676,0.000010882053],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036044692,0.00006587922,0.00013078349,0.0005608054,0.000040181694,0.000011786289,0.00004925885,0.000019616535,0.0000052665564],"category_scores_gemma":[0.00016333401,0.000054240012,0.00001220929,0.00081204437,0.000050396502,0.00011278031,0.00006124308,0.00016145126,3.6402653e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002924361,0.000016425014,0.60111046,0.00040764458,0.000013609165,0.000007827075,0.038447335,0.0000029086475,0.0007870074,0.0010892058,0.000010419862,0.35807794],"study_design_scores_gemma":[0.001013981,0.000032527623,0.7220591,0.0012091062,0.000006918811,7.453697e-7,0.26933214,0.000017511484,0.0057381443,0.000034154447,0.0005144548,0.00004125911],"about_ca_topic_score_codex":0.000113422975,"about_ca_topic_score_gemma":0.00016745817,"teacher_disagreement_score":0.35803667,"about_ca_system_score_codex":0.000110889,"about_ca_system_score_gemma":0.00007192085,"threshold_uncertainty_score":0.22118434},"labels":[],"label_agreement":null},{"id":"W7118079068","doi":"10.1093/geroni/igaf122.2410","title":"Sense of Control and Epigenetic Aging: The Mediating Role of Lifestyle Behaviors","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Cognitive Abilities and Testing","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Mediation; Sense of control; Epigenetics; Psychosocial; Control (management)","score_opus":0.014712412771314146,"score_gpt":0.31388007116592803,"score_spread":0.2991676583946139,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118079068","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9935706,0.0002868336,0.00045459936,0.0005393027,0.00011872784,0.00014856063,0.000006245654,0.000011122725,0.004863977],"genre_scores_gemma":[0.99955934,0.0000017462086,0.00011066471,0.00022087777,0.000024739446,0.000019719437,0.00000294701,0.0000051350326,0.00005483785],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991701,0.00008839872,0.0004469322,0.00011694382,0.00006825996,0.00010933796],"domain_scores_gemma":[0.9986278,0.00087599526,0.00019231514,0.000115871175,0.00018238601,0.000005653772],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00069270364,0.000056828827,0.000121536315,0.00022344997,0.000040052542,0.000007096242,0.000037509195,0.000029575938,0.000023333265],"category_scores_gemma":[0.00055180583,0.000050177725,0.000013034467,0.0007196429,0.00008759374,0.000026143769,0.000031288408,0.000110063425,4.6147295e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000066889374,0.00002949464,0.9262847,0.000028966448,0.000015692785,0.0000016514477,0.0063120183,0.000019881572,0.014944177,0.018389711,0.000010256638,0.033956807],"study_design_scores_gemma":[0.0008906342,0.000024762918,0.97526735,0.00016738937,0.000023734996,0.0000039104357,0.013638522,0.0005398996,0.004584043,0.004599502,0.00018792946,0.000072304625],"about_ca_topic_score_codex":0.0003993786,"about_ca_topic_score_gemma":0.000020180069,"teacher_disagreement_score":0.048982713,"about_ca_system_score_codex":0.0000107738415,"about_ca_system_score_gemma":0.000022994556,"threshold_uncertainty_score":0.20461883},"labels":[],"label_agreement":null},{"id":"W7118079209","doi":"10.1093/geroni/igaf122.2399","title":"Bisexual Individuals Envisioning Aging Futures: Emergent Outlooks on Later Life","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Futures contract; Life course approach; Flexibility (engineering); Thematic analysis; Exploratory research; Queer; Futures studies","score_opus":0.06972660744712886,"score_gpt":0.42372998863771905,"score_spread":0.35400338119059016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118079209","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9446302,0.00027054915,0.0017707185,0.008125867,0.0017638573,0.00020235337,0.0000036143276,0.00012180103,0.04311102],"genre_scores_gemma":[0.9862054,0.0000020211983,0.0002066163,0.004225783,0.00019707879,0.0000684879,0.000031535237,0.000018137955,0.009044928],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99795794,0.0002140257,0.0006372007,0.00045880378,0.0002495964,0.00048240594],"domain_scores_gemma":[0.99914813,0.00021871488,0.00012816051,0.00036221085,0.00010631575,0.000036474743],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013542868,0.00017031023,0.00021697022,0.0015963335,0.00024262135,0.000060362403,0.00025446567,0.00016036423,0.0006110934],"category_scores_gemma":[0.00027940434,0.00016618808,0.000026997091,0.0014794725,0.000064335814,0.000083545856,0.00011176146,0.0006479902,0.00019686107],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006231607,0.00019836256,0.7463323,0.00004879334,0.00018527258,0.000044446526,0.021692079,0.00022141753,0.00037411746,0.11692969,0.035021838,0.078889385],"study_design_scores_gemma":[0.0037176155,0.00013512587,0.9068031,0.0006732545,0.000026470574,0.000009267221,0.024551563,0.00040349647,0.0013336709,0.006416606,0.055196334,0.00073350547],"about_ca_topic_score_codex":0.000107319654,"about_ca_topic_score_gemma":0.000022242208,"teacher_disagreement_score":0.16047081,"about_ca_system_score_codex":0.00007521629,"about_ca_system_score_gemma":0.00007375075,"threshold_uncertainty_score":0.67769533},"labels":[],"label_agreement":null},{"id":"W7118079682","doi":"10.1093/geroni/igaf122.597","title":"Bluestone’s Emergency Department Early Response Program: Promoting High-Quality and Safe Transitions","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Stillwater (Canada)","funders":"","keywords":"Emergency department; Dementia; Health care; Delirium; Community hospital; Respite care; Assisted living","score_opus":0.03309508777651102,"score_gpt":0.3786018388965526,"score_spread":0.3455067511200416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118079682","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98055595,0.0003709905,0.0005000872,0.016154023,0.0002750982,0.00057637267,0.000007961003,0.00009747168,0.0014620669],"genre_scores_gemma":[0.99742526,0.00007392916,0.001512898,0.0004081801,0.00004148946,0.00016566334,0.000035491597,0.0000074064833,0.000329697],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987638,0.000087903725,0.000614499,0.00022359482,0.00013445385,0.00017574277],"domain_scores_gemma":[0.9994715,0.000039055845,0.0000826363,0.00012855699,0.0002590017,0.000019264697],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00083724177,0.00010671814,0.00018239809,0.0003622065,0.00014984942,0.000010388947,0.000030504923,0.000044221586,0.000028013788],"category_scores_gemma":[0.00033316866,0.00010452236,0.000024153796,0.0015799198,0.000044670618,0.00009737826,0.00002642463,0.0001605937,0.0000019683835],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009783693,0.00086590793,0.7108948,0.0010557503,0.00030299491,0.00006433111,0.015952768,0.000007836788,0.08987218,0.06908165,0.0029460604,0.10797734],"study_design_scores_gemma":[0.0008619887,0.000113089474,0.98854566,0.0003544456,0.000036910827,0.0000030930144,0.00069375196,0.000027349248,0.0036489444,0.002451589,0.003140039,0.00012312953],"about_ca_topic_score_codex":0.000058215763,"about_ca_topic_score_gemma":0.000028700684,"teacher_disagreement_score":0.27765086,"about_ca_system_score_codex":0.00006221683,"about_ca_system_score_gemma":0.000056316127,"threshold_uncertainty_score":0.4262298},"labels":[],"label_agreement":null},{"id":"W7118079965","doi":"10.1093/geroni/igaf122.1089","title":"Health Care Use and Physical, Psychological, Cognitive, and Social Frailty in Community-Living Adults 45-85","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Sherbrooke; University of Saskatchewan; University of Calgary; University of Toronto; McMaster University","funders":"","keywords":"Frailty Index; Logistic regression; Healthy aging; Cohort; Association (psychology); Cohort study; Physical health; Health care; Physical activity","score_opus":0.05627795142036022,"score_gpt":0.3888750464571891,"score_spread":0.3325970950368289,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118079965","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9935742,0.00012909023,0.00017158654,0.0049858387,0.00007581301,0.00042609073,0.000012502409,0.00005323643,0.0005716139],"genre_scores_gemma":[0.9941498,0.000027426673,0.00038142782,0.0052253893,0.00004304805,0.000030873667,0.00007851571,0.000010610335,0.000052884094],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988157,0.00021175694,0.0003949463,0.00023438754,0.00012620773,0.00021695711],"domain_scores_gemma":[0.9990517,0.00038080628,0.00010690221,0.00012826076,0.00030875625,0.000023582754],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003747808,0.00013040034,0.0002989068,0.00049423927,0.00020433665,0.000053860433,0.000051876577,0.000081960425,0.0000039370116],"category_scores_gemma":[0.0010504383,0.00013470466,0.000010833793,0.0017490775,0.00018107519,0.0001907391,0.00010125437,0.0007783678,0.0000010199003],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013289953,0.0004487208,0.7917352,0.0009241492,0.000020638126,0.00001128596,0.074863456,0.0000013287008,0.00055497966,0.0017902772,0.0009405228,0.12857658],"study_design_scores_gemma":[0.002514785,0.00011419496,0.9767028,0.0027389012,0.0000061974415,0.00000520019,0.017081585,0.00018384072,0.000058390062,0.00025285216,0.00023089725,0.000110337125],"about_ca_topic_score_codex":0.00087153626,"about_ca_topic_score_gemma":0.00065255,"teacher_disagreement_score":0.18496765,"about_ca_system_score_codex":0.00012274044,"about_ca_system_score_gemma":0.00006236173,"threshold_uncertainty_score":0.5493097},"labels":[],"label_agreement":null},{"id":"W7118080297","doi":"10.1093/geroni/igaf122.2341","title":"Supporting the Sexual Health of People with Dementia: Developing Confident Care Teams Through Online Education","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Public Health Ontario; Toronto Public Health; Sudbury Regional Hospital; Innovation Initiatives Ontario North; Health Sciences North; Hamilton Health Sciences; Thunder Bay Regional Health Sciences Centre; Laurentian University","funders":"","keywords":"Competence (human resources); Reproductive health; Dementia; Health care; Human sexuality; Needs assessment","score_opus":0.022642810844568956,"score_gpt":0.4011790306939923,"score_spread":0.3785362198494233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118080297","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9687163,0.0003582681,0.01684839,0.011095297,0.00009916567,0.0006215975,0.000002278593,0.000017772643,0.0022409281],"genre_scores_gemma":[0.99396205,0.000016552642,0.0023987282,0.0030120667,0.00003546133,0.000053662094,0.00019638402,0.0000067294313,0.000318359],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99878526,0.000045888162,0.0005242692,0.00016161999,0.00027607786,0.00020686041],"domain_scores_gemma":[0.99893117,0.00004426631,0.00021360922,0.00012528822,0.00067408464,0.000011595179],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005334696,0.00007748724,0.00015423016,0.00029134925,0.00010481289,0.000020809151,0.00006513216,0.000020562708,0.000035598103],"category_scores_gemma":[0.000104847495,0.000056738452,0.000010245725,0.001761293,0.00003763417,0.00009713222,0.000045621204,0.00016910881,7.3328147e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028145183,0.0001238552,0.9224943,0.00053720886,0.000059202095,0.0000010084192,0.006218808,0.0000068357913,0.00077450613,0.005081758,0.00037647877,0.06429793],"study_design_scores_gemma":[0.0010701965,0.00014041898,0.8806011,0.0009828251,0.000025883242,0.000006477676,0.108880214,0.00006635434,0.0058606165,0.0003012828,0.0019905423,0.00007410362],"about_ca_topic_score_codex":0.00072165875,"about_ca_topic_score_gemma":0.0003920858,"teacher_disagreement_score":0.10266141,"about_ca_system_score_codex":0.00019755356,"about_ca_system_score_gemma":0.0018992379,"threshold_uncertainty_score":0.33691666},"labels":[],"label_agreement":null},{"id":"W7118080499","doi":"10.1093/geroni/igaf122.070","title":"Chronic Pain in Older Adults: Prevalence, Risk Factors, and Consequences","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Chronic pain; Health and Retirement Study; Context (archaeology); Framingham Heart Study; Opioid; Opioid overdose","score_opus":0.009678630974204613,"score_gpt":0.2853698322567416,"score_spread":0.275691201282537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118080499","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9951785,0.0020368076,0.00024764656,0.0014561672,0.00007537109,0.00044257575,0.0000046198857,0.000032108463,0.00052616734],"genre_scores_gemma":[0.9989593,0.00032862014,0.00024911092,0.00021293404,0.00001561372,0.0000542609,0.000027568924,0.0000054253387,0.00014718738],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99917674,0.000060841743,0.00033165995,0.00020495756,0.00009003343,0.00013576786],"domain_scores_gemma":[0.9996317,0.00010654149,0.00007557333,0.000116475676,0.000059183636,0.000010532642],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040947975,0.000095303236,0.00014068691,0.0005824064,0.000028487742,0.000014335205,0.000032678196,0.000045684803,0.000033474935],"category_scores_gemma":[0.0003019215,0.00008233917,0.000009584634,0.0012559446,0.00005452217,0.00007677862,0.0000182905,0.0001511732,0.0000014576607],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010829301,0.000056448516,0.973544,0.000384028,0.000011877756,0.0000066002644,0.0015688962,0.000008265894,0.00014813777,0.0009524821,0.00006064437,0.023247812],"study_design_scores_gemma":[0.0018643645,0.0000534542,0.9917616,0.0021517917,0.000012256879,8.787776e-7,0.0015500039,0.00052632,0.0010382335,0.0006549209,0.0003147759,0.00007135085],"about_ca_topic_score_codex":0.0006047033,"about_ca_topic_score_gemma":0.000116333526,"teacher_disagreement_score":0.023176461,"about_ca_system_score_codex":0.00021055237,"about_ca_system_score_gemma":0.00016056528,"threshold_uncertainty_score":0.33576936},"labels":[],"label_agreement":null},{"id":"W7118080587","doi":"10.1093/geroni/igaf122.637","title":"Under Pressure, but Together: Stressor Reactivity and Daily Social Connection in Middle and Later Adulthood","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Death Anxiety and Social Exclusion","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Stressor; Affect (linguistics); Feeling; Multilevel model; Reactivity (psychology); Social stress; Experience sampling method","score_opus":0.029449553449718124,"score_gpt":0.3219587724750932,"score_spread":0.2925092190253751,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118080587","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9886253,0.00015298964,0.00037745218,0.0020513132,0.00030699762,0.00014575393,0.000004798344,0.000026845502,0.008308556],"genre_scores_gemma":[0.998214,0.000012942779,0.000038306378,0.0007135914,0.000057192992,0.000020566022,0.000011272297,0.0000059784466,0.0009261503],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992677,0.00010543912,0.00022579404,0.00020387875,0.00006176032,0.00013542412],"domain_scores_gemma":[0.9997432,0.000071179056,0.00006947901,0.000059799135,0.00004800796,0.000008326853],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040154834,0.00007305789,0.00011651477,0.0002380201,0.00011125775,0.000030562,0.000031369615,0.00014140592,0.00003104218],"category_scores_gemma":[0.000050548515,0.000080923404,0.000008671897,0.00052285596,0.000041570423,0.00013664282,0.000039924253,0.0002072411,0.0000017488542],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002880038,0.00025078087,0.66064364,0.00013114652,0.00005970178,0.000008496863,0.028846264,0.00002093969,0.007334687,0.19601285,0.00068113237,0.10572238],"study_design_scores_gemma":[0.0015687227,0.000014339915,0.97016805,0.00008443806,0.000008393474,0.0000016389606,0.006292168,0.00014273151,0.00041892598,0.018071434,0.0031123543,0.00011681878],"about_ca_topic_score_codex":0.00065461546,"about_ca_topic_score_gemma":0.0002963441,"teacher_disagreement_score":0.30952442,"about_ca_system_score_codex":0.000030999596,"about_ca_system_score_gemma":0.00001767815,"threshold_uncertainty_score":0.32999608},"labels":[],"label_agreement":null},{"id":"W7118080598","doi":"10.1093/geroni/igaf122.2950","title":"Never Too “Old”: Insights From the Intergenerational Classroom","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Christie (Canada); McMaster University; University of Toronto","funders":"","keywords":"Experiential learning; Qualitative research; Interpretative phenomenological analysis; Lived experience; Older people; Sample (material); Phenomenology (philosophy)","score_opus":0.04509572411838733,"score_gpt":0.37612530989862814,"score_spread":0.3310295857802408,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118080598","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90785843,0.0003106204,0.012499476,0.019299475,0.0015742629,0.00011884329,0.0000035089097,0.000046115238,0.058289245],"genre_scores_gemma":[0.97319484,8.5331374e-7,0.00020975532,0.007605797,0.00018583532,0.00005122771,0.000056696987,0.0000056143062,0.018689377],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99901706,0.00015190715,0.00032865864,0.00022795668,0.00011293007,0.00016149787],"domain_scores_gemma":[0.9992654,0.0002982516,0.000053364518,0.00025065997,0.00012421973,0.000008136536],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029225572,0.00007597811,0.000089326335,0.0002695947,0.00013145928,0.000040144638,0.00020514951,0.00008392869,0.00045508568],"category_scores_gemma":[0.00011464809,0.000058957947,0.000016223066,0.0010988347,0.0000660937,0.00011229997,0.000061348874,0.0003334713,0.00012384227],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002602329,0.00004423986,0.135653,0.0000020604245,0.000052676012,0.0000074446684,0.004446047,0.000022391016,0.000565364,0.77077687,0.07812517,0.010278708],"study_design_scores_gemma":[0.0010375828,0.0000124894095,0.844156,0.000065563145,0.0000064956575,0.000002325756,0.0030185462,0.0010209156,0.00045098754,0.04396153,0.10611364,0.00015389877],"about_ca_topic_score_codex":0.000583933,"about_ca_topic_score_gemma":0.00028526798,"teacher_disagreement_score":0.72681534,"about_ca_system_score_codex":0.00006119925,"about_ca_system_score_gemma":0.000057863657,"threshold_uncertainty_score":0.49828693},"labels":[],"label_agreement":null},{"id":"W7118080999","doi":"10.1093/geroni/igaf122.3784","title":"Hearing loss and cognition in the mid-to-late life transition","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Hearing loss; Cognition; Recall; Verbal learning; Association (psychology); Cognitive decline; Hearing aid; Confidence interval","score_opus":0.042711820078874446,"score_gpt":0.31830216716027204,"score_spread":0.2755903470813976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118080999","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98235303,0.0000075814673,0.0038879702,0.012203906,0.00010525024,0.00023866346,8.6708354e-7,0.000021168176,0.0011815581],"genre_scores_gemma":[0.9942579,0.0000032829769,0.00011138842,0.005556617,0.000017054235,0.000032488166,0.0000020968412,0.0000033866918,0.00001576964],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99923724,0.00010090702,0.0002713955,0.00017886373,0.000105744366,0.00010584439],"domain_scores_gemma":[0.9996477,0.00021280562,0.000028425358,0.00007021376,0.00003196274,0.000008940177],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00070339127,0.000051140778,0.00006114799,0.00051738886,0.00008558456,0.000065349384,0.000049449733,0.000031089534,0.0000015084993],"category_scores_gemma":[0.0005599252,0.000044011642,0.000006976896,0.0019594482,0.000033885637,0.00016427577,0.000012775972,0.00014060613,0.0000021372023],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035166115,0.000080600046,0.018955072,0.00014248097,0.0000014329149,0.00000864886,0.015817909,0.0028156838,0.9165721,0.02749881,0.000040950024,0.01803115],"study_design_scores_gemma":[0.00092283497,0.00003221119,0.93871766,0.0005209892,0.000002800931,0.000003515944,0.0012415248,0.0066252337,0.033407707,0.018034944,0.00034716126,0.00014340041],"about_ca_topic_score_codex":0.00006671542,"about_ca_topic_score_gemma":0.000008539867,"teacher_disagreement_score":0.9197626,"about_ca_system_score_codex":0.000030176787,"about_ca_system_score_gemma":0.000030229092,"threshold_uncertainty_score":0.17947426},"labels":[],"label_agreement":null},{"id":"W7118081347","doi":"10.1093/geroni/igaf122.2516","title":"Assessing stress levels in older adults during cognitive and motor testing to advance earlier dementia screening","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cognition; Anticipation (artificial intelligence); Dementia; Cognitive test; Stress (linguistics); Test (biology); Cognitive Assessment System; Cognitive skill; Analysis of variance","score_opus":0.031989206672224234,"score_gpt":0.369468104588277,"score_spread":0.3374788979160528,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118081347","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98114634,0.00012431684,0.015176741,0.00051095523,0.00004605968,0.00071050785,0.000003915391,0.0000331204,0.0022480213],"genre_scores_gemma":[0.993439,0.000002532433,0.0057085142,0.00048163845,0.000033200475,0.0001005634,0.0000125697925,0.000013124594,0.00020881301],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985692,0.000049316044,0.00044812294,0.00034994702,0.00024804822,0.0003354012],"domain_scores_gemma":[0.9991947,0.00017740716,0.00007769183,0.000078925645,0.00043385397,0.000037467427],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005443203,0.00012435945,0.0001734579,0.001252071,0.00010425736,0.0001153681,0.000046472403,0.000039451414,0.000032972268],"category_scores_gemma":[0.001010012,0.00013685794,0.000010909553,0.0025327068,0.000031910542,0.0004446949,0.0001235667,0.00027463486,0.00000209548],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007009607,0.00007024517,0.85290176,0.00024148409,0.000021103866,0.000044675227,0.00047625494,0.0000113651195,0.014285338,0.00004924559,0.0000016291277,0.1318268],"study_design_scores_gemma":[0.003274981,0.000031504434,0.9689452,0.008828739,0.000014240471,0.000003896464,0.0035464505,0.0009780357,0.014213584,0.000042790805,0.000006707702,0.00011385916],"about_ca_topic_score_codex":0.00006317157,"about_ca_topic_score_gemma":0.00002228104,"teacher_disagreement_score":0.13171294,"about_ca_system_score_codex":0.00007506553,"about_ca_system_score_gemma":0.00008779062,"threshold_uncertainty_score":0.55809045},"labels":[],"label_agreement":null},{"id":"W7118081389","doi":"10.1093/geroni/igaf122.3449","title":"The Effects of Living Arrangements on Depression and Life Satisfaction in Rural Chinese Older Adults: A 20-Year Study","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Spouse; Life satisfaction; Context (archaeology); Activities of daily living; Filial piety; Depression (economics); Independent living; China","score_opus":0.004174377711969307,"score_gpt":0.2878136389605086,"score_spread":0.2836392612485393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118081389","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9979116,0.00006278466,0.00014072876,0.00021101272,0.00047144276,0.00033369893,3.7926205e-7,0.000008057784,0.0008603049],"genre_scores_gemma":[0.99968106,0.000025343403,0.00001504936,0.00011905785,0.000037180547,0.000041795887,9.851778e-7,0.000003008705,0.00007653639],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992592,0.00012762733,0.00023826804,0.00009935661,0.00018313744,0.00009242992],"domain_scores_gemma":[0.9993093,0.00045518982,0.000081172155,0.000059092425,0.00008810814,0.0000071081367],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006918791,0.000052050607,0.00006863855,0.000245758,0.00019933094,0.000048429196,0.000055690867,0.000026826381,0.0000027057793],"category_scores_gemma":[0.0013138657,0.000041524127,0.00000830916,0.0008250244,0.000023086428,0.00011403958,0.000031891068,0.000090696274,2.653801e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001176677,0.00003508671,0.9725707,0.000019956296,0.0000054995908,3.1682322e-7,0.011523983,0.0000650245,0.00039783298,0.0054246397,0.000026121443,0.009919047],"study_design_scores_gemma":[0.0002708267,0.000013865355,0.9811486,0.0010617335,0.0000013813815,1.2905803e-8,0.016089939,0.0010724107,0.000012437688,0.00028231167,0.000007872711,0.000038610622],"about_ca_topic_score_codex":0.0016141845,"about_ca_topic_score_gemma":0.00720755,"teacher_disagreement_score":0.009880437,"about_ca_system_score_codex":0.00007712294,"about_ca_system_score_gemma":0.000035290035,"threshold_uncertainty_score":0.40219823},"labels":[],"label_agreement":null},{"id":"W7118081505","doi":"10.1093/geroni/igaf122.773","title":"Strategies for Updating Social Participation Services: The Case of Baby Boomers in Quebec and Spain","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging, Elder Care, and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Baby boomers; Promotion (chess); Autonomy; Population; Diversity (politics); Quarter (Canadian coin); Service (business)","score_opus":0.05316365994036176,"score_gpt":0.43308701055732174,"score_spread":0.37992335061696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118081505","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99233305,0.00004772686,0.0020621265,0.0018053456,0.00015100009,0.00044823682,0.0000044936846,0.000019799203,0.0031282355],"genre_scores_gemma":[0.997972,0.0000027212673,0.00013100238,0.0015033192,0.00007371243,0.00014591448,0.000020071162,0.000005970484,0.00014526698],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99890876,0.00020067001,0.00054943474,0.00011177295,0.00005190378,0.00017748903],"domain_scores_gemma":[0.9991204,0.00040986243,0.00023034633,0.000060257356,0.00017344042,0.0000057085076],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012348522,0.00006317507,0.0001376295,0.00021942964,0.00040717193,0.000022106837,0.000049339746,0.000077595156,0.0000070021015],"category_scores_gemma":[0.00009982119,0.00005640246,0.000011256296,0.00082591176,0.000043649103,0.0002075445,0.00003257538,0.00018780176,3.1410562e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020090049,0.000018882653,0.1902845,0.0010241335,0.000013299751,0.0000047013846,0.3907774,0.00005259745,0.00027482832,0.40053695,0.00015124392,0.016841354],"study_design_scores_gemma":[0.0006844566,0.0000062092076,0.04178192,0.00042863973,0.000009593763,1.5051211e-7,0.93202287,0.0027351407,0.00004796445,0.021486018,0.00071908947,0.000077928424],"about_ca_topic_score_codex":0.045884054,"about_ca_topic_score_gemma":0.17757669,"teacher_disagreement_score":0.54124546,"about_ca_system_score_codex":0.00009310161,"about_ca_system_score_gemma":0.00017149297,"threshold_uncertainty_score":0.9604695},"labels":[],"label_agreement":null},{"id":"W7118081578","doi":"10.1093/geroni/igaf122.3373","title":"Experimental Pain Phenotypes in Older Adults with Knee Osteoarthritis: A Neural Network-Based Clustering Approach","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Pain Mechanisms and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Osteoarthritis; Chronic pain; Summation; Analgesic; Neuromodulation; Placebo; Quantitative sensory testing; Clinical trial","score_opus":0.010673570226115923,"score_gpt":0.2581320766908368,"score_spread":0.2474585064647209,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118081578","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96083504,0.0003499853,0.036453906,0.00029232935,0.000098727796,0.0007094914,8.495436e-7,0.0000601282,0.0011995467],"genre_scores_gemma":[0.9879391,2.902169e-7,0.010116015,0.0015533185,0.000042016265,0.0001975989,0.000071739385,0.0000142443305,0.00006563857],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990511,0.000062899126,0.0003007471,0.00023636046,0.00012605751,0.00022282344],"domain_scores_gemma":[0.9997123,0.000038432292,0.000060120517,0.00012863876,0.00004452177,0.000015978376],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003290308,0.00012535152,0.00017531267,0.00036725975,0.00004261404,0.000020967376,0.000034945006,0.00004728686,0.0000124149665],"category_scores_gemma":[0.000027148657,0.00011417287,0.000014339693,0.0012569611,0.000017736402,0.00007664954,0.000020837371,0.00014476397,7.2578337e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020175206,0.0017285267,0.6169976,0.0005681243,0.00008819481,0.0003912708,0.0060711885,0.03166759,0.0036387069,0.0034613595,0.0001683573,0.3332016],"study_design_scores_gemma":[0.062200762,0.0014120039,0.25334796,0.012029258,0.000045415716,0.00003382675,0.008077853,0.64751273,0.014103907,0.00031644883,0.00014112443,0.0007787173],"about_ca_topic_score_codex":0.000084746614,"about_ca_topic_score_gemma":0.000039238294,"teacher_disagreement_score":0.61584514,"about_ca_system_score_codex":0.00012276847,"about_ca_system_score_gemma":0.00004857577,"threshold_uncertainty_score":0.46558344},"labels":[],"label_agreement":null},{"id":"W7118081676","doi":"10.1093/geroni/igaf122.046","title":"Air Pollution and the Brain: A Harmonized Analysis of Four Cohorts With the Harmonized Cognitive Assessment Protocol","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cognition; Air pollution; Protocol (science); Cognitive Assessment System; Cognitive test; Montreal Cognitive Assessment","score_opus":0.037645523170928986,"score_gpt":0.36347167730239677,"score_spread":0.32582615413146776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118081676","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70967036,0.0000051775214,0.069785126,0.18593769,0.000024127525,0.029853642,0.000007893818,0.000027949509,0.0046880348],"genre_scores_gemma":[0.9777773,8.7055554e-7,0.0005389949,0.014383687,0.0000049779924,0.0071548875,0.000005069825,0.0000030640085,0.00013117214],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99882287,0.0002630734,0.00037176214,0.00016044691,0.00024057992,0.00014125169],"domain_scores_gemma":[0.99921095,0.00033435028,0.0002718077,0.00012276848,0.0000462769,0.000013821396],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002372023,0.00007881229,0.00019444176,0.00020014701,0.00019970322,0.00002636964,0.00008158502,0.000028978431,0.0000676431],"category_scores_gemma":[0.00017739263,0.000043968834,0.000019605923,0.0037455033,0.0003104584,0.00013677697,0.000067718116,0.00015759577,8.4910255e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021391679,0.00025052327,0.8670019,0.0002112136,0.000800004,0.000005885288,0.014464439,0.0074486225,0.0013645187,0.038507696,0.0035886453,0.064217426],"study_design_scores_gemma":[0.0032489058,0.000024950126,0.97525597,0.000085458996,0.000093624774,6.329936e-7,0.0010291041,0.017551597,0.00027574124,0.0010308776,0.0013401018,0.00006302563],"about_ca_topic_score_codex":0.0006473611,"about_ca_topic_score_gemma":0.00030677277,"teacher_disagreement_score":0.2681069,"about_ca_system_score_codex":0.000121624,"about_ca_system_score_gemma":0.00006110543,"threshold_uncertainty_score":0.17995901},"labels":[],"label_agreement":null},{"id":"W7118081811","doi":"10.1093/geroni/igaf122.2777","title":"Cognitive Reappraisal Moderates the Link Between Burden and Loneliness in Dementia Family Caregivers","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Loneliness; Cognitive reappraisal; Dementia; Moderation; Cognition; Context (archaeology); Association (psychology); Family caregivers","score_opus":0.03151830846225337,"score_gpt":0.3622380419304726,"score_spread":0.33071973346821926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118081811","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9747729,0.00026797177,0.003745483,0.011510235,0.00005601989,0.00046218862,0.0000043657287,0.000018960696,0.009161886],"genre_scores_gemma":[0.9988969,0.00003562683,0.00006393956,0.0004677768,0.00016028782,0.00005598436,0.00006853652,0.0000068550366,0.00024409943],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99899,0.00006844856,0.00032875565,0.00021147795,0.00020032382,0.00020100409],"domain_scores_gemma":[0.99926674,0.00023315931,0.00005039448,0.000078255,0.00035532398,0.000016112042],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006879033,0.000093439055,0.00015029259,0.0006237444,0.00007430227,0.000052879313,0.00005590489,0.000047106423,0.000016610717],"category_scores_gemma":[0.00026644574,0.000076159355,0.0000124919225,0.001605341,0.000090951326,0.00011362983,0.00007667249,0.00027600394,0.0000031472096],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000066406865,0.000011353274,0.8640363,0.000059082846,0.00007512133,0.000019131552,0.0011657423,0.000010177812,0.0016177611,0.0010420608,0.000070179885,0.13182665],"study_design_scores_gemma":[0.0026370764,0.0000371371,0.9844159,0.00062228984,0.000052842286,0.0000014015228,0.0069582816,0.0012619551,0.0021772848,0.00062730256,0.0011250068,0.00008355586],"about_ca_topic_score_codex":0.00027652003,"about_ca_topic_score_gemma":0.000024056559,"teacher_disagreement_score":0.13174309,"about_ca_system_score_codex":0.00002975014,"about_ca_system_score_gemma":0.000121171935,"threshold_uncertainty_score":0.31056884},"labels":[],"label_agreement":null},{"id":"W7118082013","doi":"10.1093/geroni/igaf122.4056","title":"Academic retirement: A systematic review of the literature on retirement planning among university faculty","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Consistency (knowledge bases); Retirement planning; Inclusion (mineral); Higher education; Work (physics); Process (computing); Career development; Qualitative research; Selection (genetic algorithm)","score_opus":0.1441045690222944,"score_gpt":0.42471068088994407,"score_spread":0.28060611186764967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118082013","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9161484,0.0030127396,0.000105354724,0.0129238,0.00074960716,0.0035981918,0.000014847378,0.0000857524,0.06336127],"genre_scores_gemma":[0.9969093,0.00050131656,0.00001692751,0.0011056797,0.000022274611,0.000017456137,0.000011599814,0.0000036180547,0.001411794],"study_design_codex":"observational","study_design_gemma":"systematic_review","domain_scores_codex":[0.9981159,0.0004061775,0.0006008491,0.0001999036,0.0005006948,0.0001764486],"domain_scores_gemma":[0.9990645,0.00008018906,0.00036728373,0.00025136274,0.00022111673,0.00001551861],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023939738,0.00009676609,0.0002298242,0.00020083426,0.00026879093,0.000027452243,0.0003576154,0.00007874162,0.000015395948],"category_scores_gemma":[0.00092188315,0.00007647747,0.00005224144,0.003037895,0.0001357299,0.0001448193,0.00007548096,0.0002804693,0.0000013706913],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018603652,0.00010219423,0.52002025,0.20568284,0.000061383515,0.0000030562967,0.043911617,0.000058928104,0.0001671038,0.2260265,0.0036160978,0.00033139624],"study_design_scores_gemma":[0.00042805786,0.000020264935,0.07220579,0.9048138,0.00008665729,7.968702e-8,0.016232865,0.00004239133,0.0004888373,0.0027946117,0.00265926,0.00022732919],"about_ca_topic_score_codex":0.00019143791,"about_ca_topic_score_gemma":0.000048305545,"teacher_disagreement_score":0.699131,"about_ca_system_score_codex":0.00055863726,"about_ca_system_score_gemma":0.000099275,"threshold_uncertainty_score":0.31186607},"labels":[],"label_agreement":null},{"id":"W7118082084","doi":"10.1093/geroni/igaf122.2089","title":"Developing Dignity of Risk Education: Exploratory Needs Assessment With Healthcare Staff","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Patient Dignity and Privacy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority","funders":"","keywords":"Dignity; Health care; Paternalism; Needs assessment; Participatory action research; Risk management; Exploratory research","score_opus":0.06611177390391738,"score_gpt":0.38235931114562804,"score_spread":0.3162475372417107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118082084","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9704498,0.00009414578,0.020922657,0.0036454399,0.00018908348,0.0002526401,0.0000035569783,0.000030876636,0.004411813],"genre_scores_gemma":[0.99014497,0.000021401669,0.008697977,0.0009537486,0.000030122312,0.000034020108,0.00006108807,0.000005742296,0.000050941933],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99915785,0.000059590748,0.00040237463,0.00011031967,0.00016392779,0.000105922845],"domain_scores_gemma":[0.99901676,0.00007324278,0.00019213124,0.0001726717,0.00052873493,0.000016458316],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003848628,0.0000750783,0.00015602977,0.00084562553,0.00006387478,0.000010010415,0.000052665066,0.00003813067,0.00000818273],"category_scores_gemma":[0.00015709257,0.00007100939,0.000010163808,0.003038776,0.000028928584,0.00015323384,0.000029501434,0.00022409769,9.69364e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042090553,0.00016029897,0.8780784,0.00041085863,0.000022428068,0.0000011164803,0.0034066646,0.000014579157,0.00018923971,0.07667871,0.0001428035,0.040852837],"study_design_scores_gemma":[0.0019049998,0.00015113186,0.9430662,0.0038625197,0.000033782784,0.0000028280567,0.023992166,0.00009052195,0.007364369,0.013458376,0.005867694,0.0002054145],"about_ca_topic_score_codex":0.00010876773,"about_ca_topic_score_gemma":0.000028270239,"teacher_disagreement_score":0.064987816,"about_ca_system_score_codex":0.00024323566,"about_ca_system_score_gemma":0.001857391,"threshold_uncertainty_score":0.3294932},"labels":[],"label_agreement":null},{"id":"W7118082110","doi":"10.1093/geroni/igaf122.1071","title":"The Poetic Life Narratives of Midlife and Older Bisexual Adults: Struggle, Survival, and Healing in Three Acts","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Mental Health via Writing","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Narrative; Coping (psychology); Dream; Poetry; Context (archaeology); Interpersonal communication; Life course approach; Narrative inquiry","score_opus":0.05153643539387227,"score_gpt":0.39109130497014444,"score_spread":0.3395548695762722,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118082110","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99072164,0.001089719,0.00038033313,0.0039980267,0.00037411184,0.00032198153,0.0000028345487,0.000014261396,0.0030970597],"genre_scores_gemma":[0.9990572,0.00001798285,0.00025815933,0.0005435294,0.00003138369,0.000035446796,0.0000045474426,0.0000082438355,0.000043510005],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986173,0.00014479244,0.0006890636,0.00021877202,0.00011088683,0.00021918301],"domain_scores_gemma":[0.9991668,0.00041576344,0.0001831676,0.0001367835,0.00007632463,0.000021163072],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011875667,0.00009120169,0.00016366287,0.0004089565,0.000112291054,0.000026548409,0.00007397247,0.000058543632,0.000014113965],"category_scores_gemma":[0.0002680053,0.00008254808,0.0000050458343,0.0012200513,0.00009906553,0.000090248985,0.000057735466,0.00021668694,5.8596567e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010357599,0.000052200547,0.8860895,0.00035568353,0.000012661658,0.0000028325294,0.022825567,0.000013653414,0.00037141217,0.06640958,0.00008017,0.023683162],"study_design_scores_gemma":[0.0017255332,0.000033776054,0.91670173,0.0009542229,0.0000015784838,0.000001744485,0.07614607,0.00092170417,0.00006235501,0.0031961463,0.00015734146,0.000097819946],"about_ca_topic_score_codex":0.00036954202,"about_ca_topic_score_gemma":0.0007359801,"teacher_disagreement_score":0.06321343,"about_ca_system_score_codex":0.00003762704,"about_ca_system_score_gemma":0.000055367138,"threshold_uncertainty_score":0.3366213},"labels":[],"label_agreement":null},{"id":"W7118082268","doi":"10.1093/geroni/igaf122.1855","title":"Methods to Crosswalk Between Cognitive Test Scores Using Data From the Alzheimer’s Disease Neuroimaging Cohort","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dementia; Schema crosswalk; Cognition; Rating scale; Neuroimaging; Clinical trial; Test (biology); Alzheimer's Disease Neuroimaging Initiative; Cohort","score_opus":0.15989343926420935,"score_gpt":0.4923735292682505,"score_spread":0.33248009000404116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118082268","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.902308,0.00029643846,0.087944426,0.006498742,0.00014305717,0.0010491586,0.00016048773,0.00004953855,0.0015501679],"genre_scores_gemma":[0.9882502,0.000005328145,0.0055288565,0.0052278517,0.00017913111,0.000046501682,0.0006465517,0.000017975419,0.00009760949],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981499,0.00019644265,0.0004822207,0.00050832774,0.00035577262,0.00030737437],"domain_scores_gemma":[0.997275,0.0015837769,0.00009134686,0.000510185,0.00046848532,0.00007121981],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018025677,0.00014507884,0.0002115407,0.0004908695,0.0002050686,0.00017524097,0.00030031815,0.000026281821,0.00009625351],"category_scores_gemma":[0.0039816266,0.000120274926,0.000022454586,0.0026803159,0.0001141951,0.00026704452,0.0005706183,0.0003310503,0.000015400898],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051449755,0.00005789969,0.9369255,0.00001548815,0.00010490888,0.000025961495,0.000112451664,0.0000029852822,0.0037198416,0.000060896033,0.00045182614,0.058470793],"study_design_scores_gemma":[0.00078803627,0.000015857418,0.9888885,0.00070968294,0.0003215729,7.513131e-7,0.00031753661,0.0032281904,0.004152819,0.0005160797,0.00095260947,0.000108353066],"about_ca_topic_score_codex":0.00043490928,"about_ca_topic_score_gemma":0.000009467591,"teacher_disagreement_score":0.08594221,"about_ca_system_score_codex":0.000059842718,"about_ca_system_score_gemma":0.00032406388,"threshold_uncertainty_score":0.4904669},"labels":[],"label_agreement":null},{"id":"W7118082541","doi":"10.1093/geroni/igaf122.974","title":"Innovation With People Living With Dementia: Creating New Narratives on Meaning, Belonging, Community, and Place","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Community Health and Development","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Narrative; Work (physics); Lived experience; Design thinking","score_opus":0.04330828450241716,"score_gpt":0.38583736340517094,"score_spread":0.3425290789027538,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118082541","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9488271,0.000040382234,0.009469077,0.0053359973,0.0001085391,0.00066786096,8.336681e-7,0.00011504326,0.035435166],"genre_scores_gemma":[0.98623294,0.00000922792,0.007913018,0.0045200405,0.000036713685,0.000107542226,0.00003632829,0.00001954556,0.0011246258],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978458,0.00056346133,0.0007923517,0.00019199456,0.00022825137,0.0003781368],"domain_scores_gemma":[0.99751437,0.001291324,0.0004250506,0.00029113126,0.00044148002,0.00003667533],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0023775604,0.00018258498,0.00023879585,0.0012721712,0.0021958374,0.00004385615,0.00014461842,0.00008872997,0.000053887477],"category_scores_gemma":[0.0006580796,0.00016036835,0.000004908171,0.0045641446,0.000037437843,0.000260357,0.00020611094,0.0014666854,0.0000038096234],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000068831425,0.00005544888,0.7949748,0.00040441478,0.00003347273,6.8058995e-7,0.12198586,0.00015896268,0.00006200008,0.07786858,0.0008678325,0.0035191374],"study_design_scores_gemma":[0.002393646,0.00019090796,0.843296,0.010355158,0.000011849123,0.0000024156095,0.13636199,0.0004357961,0.000059617618,0.0033755244,0.0032066014,0.00031049244],"about_ca_topic_score_codex":0.0023978674,"about_ca_topic_score_gemma":0.011550697,"teacher_disagreement_score":0.07449306,"about_ca_system_score_codex":0.00028098,"about_ca_system_score_gemma":0.0009489636,"threshold_uncertainty_score":0.9991032},"labels":[],"label_agreement":null},{"id":"W7118082797","doi":"10.1093/geroni/igaf122.2599","title":"Adherence to End-of-Life Instructions Across Cognition Levels: Insights from the Health and Retirement Study","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Dementia; Cognition; Health and Retirement Study; Health care; Cognitive decline; MEDLINE","score_opus":0.23848786344220052,"score_gpt":0.47821423400569657,"score_spread":0.23972637056349605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118082797","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99451226,0.0005893486,0.0016449324,0.002133234,0.00019837038,0.00047090783,0.000021461768,0.0000143399275,0.00041512857],"genre_scores_gemma":[0.99686515,0.00004879276,0.0010616836,0.0018931458,0.000038001486,0.0000340589,0.000029096067,0.0000038872176,0.000026199175],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989981,0.000058190548,0.0005307214,0.00015514684,0.00016718003,0.000090642476],"domain_scores_gemma":[0.99923694,0.00015521154,0.00015856269,0.00013968576,0.00028475202,0.000024826943],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025981458,0.0000708614,0.00020027571,0.00017844726,0.00007854538,0.000010736045,0.000049640606,0.000023875327,0.000009354143],"category_scores_gemma":[0.0005767356,0.000056426576,0.000010724376,0.0013756192,0.00005486228,0.00006240751,0.000048566384,0.00011521377,9.085902e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000999602,0.00014242488,0.8796808,0.000107067084,0.00007447143,0.0000012732922,0.05830643,0.0000069986318,0.0025460513,0.0033949092,0.00029242758,0.05534715],"study_design_scores_gemma":[0.0025623518,0.00042754694,0.8880529,0.0035069024,0.000021820373,3.8694014e-7,0.09355312,0.000070774695,0.006045124,0.0020462873,0.0036120438,0.00010077071],"about_ca_topic_score_codex":0.0010849002,"about_ca_topic_score_gemma":0.0005217793,"teacher_disagreement_score":0.05524638,"about_ca_system_score_codex":0.000060834245,"about_ca_system_score_gemma":0.00018963168,"threshold_uncertainty_score":0.2301009},"labels":[],"label_agreement":null},{"id":"W7118082808","doi":"10.1093/geroni/igaf122.4139","title":"Implementing the GSA KAER Toolkit to Enhance Detection and Management of Cognitive Impairment in Older Adults","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dementia; Referral; Cognition; Cognitive impairment; Affect (linguistics); Anxiety; Subspecialty; Depression (economics); Montreal Cognitive Assessment","score_opus":0.010167524129353001,"score_gpt":0.34896149659416253,"score_spread":0.3387939724648095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118082808","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98690385,0.000050730217,0.0058910474,0.0014652272,0.000048030313,0.0014435174,0.0000014409638,0.000010780222,0.0041853883],"genre_scores_gemma":[0.9984738,0.000030448093,0.00015804234,0.0006731401,0.000012419643,0.00028505264,0.000008167697,0.000005289603,0.00035363535],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99883807,0.000042342428,0.00043167846,0.00021670549,0.0002179943,0.00025320228],"domain_scores_gemma":[0.99953526,0.00007237838,0.000071674425,0.00008797718,0.00021846154,0.000014271171],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010677093,0.00008180778,0.00011692311,0.0006533206,0.00005791283,0.000021541644,0.000043970995,0.000020936637,0.000050067265],"category_scores_gemma":[0.00007028916,0.000068628506,0.000013913658,0.002001356,0.000027518512,0.0000798913,0.00013851008,0.000130306,0.0000024807273],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034202792,0.00022383891,0.5072708,0.0005534564,0.000068329,0.000016176788,0.0022715102,0.0000019462245,0.0039018486,0.0008465556,0.000039846156,0.48446363],"study_design_scores_gemma":[0.0018482228,0.00009336681,0.946654,0.0027537094,0.000018458037,0.0000013757002,0.0072070863,0.00016804686,0.04092085,0.000114351205,0.00016241967,0.000058080735],"about_ca_topic_score_codex":0.00009018331,"about_ca_topic_score_gemma":0.00009300342,"teacher_disagreement_score":0.48440555,"about_ca_system_score_codex":0.000087729,"about_ca_system_score_gemma":0.000025241716,"threshold_uncertainty_score":0.27985892},"labels":[],"label_agreement":null},{"id":"W7118082887","doi":"10.1093/geroni/igaf122.4098","title":"Development and Validation of an Interactive Game-Based Digital Cognitive Assessment Tool","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Cognition; Cognitive Assessment System; Delphi method; Concurrent validity; Discriminative model; Task (project management); Test (biology)","score_opus":0.023325032704430315,"score_gpt":0.38079951797660555,"score_spread":0.35747448527217524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118082887","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9707065,0.0000038913636,0.021970322,0.00024177918,0.000029741228,0.00034735582,0.000003916192,0.000014278143,0.006682203],"genre_scores_gemma":[0.9974782,5.413642e-7,0.0018375847,0.0002602265,0.000007444406,0.000052749103,0.00023930884,0.0000042045945,0.000119729964],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991969,0.00002589773,0.00032960376,0.00015113127,0.00019800123,0.0000984568],"domain_scores_gemma":[0.9993136,0.00008764217,0.00008134217,0.00004920819,0.0004551561,0.000013058027],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036133733,0.00006513375,0.000108762695,0.0006456055,0.000024814328,0.000046658697,0.00002242829,0.00002236718,0.000035930218],"category_scores_gemma":[0.00017176174,0.000064202766,0.000008550766,0.0007751641,0.000035527057,0.000281311,0.00002920664,0.0001103061,0.0000011773765],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018808599,0.00039410967,0.65780014,0.00013928402,0.000054675005,0.000009937321,0.0007170395,0.0000039932283,0.008603808,0.0010781693,0.000006128239,0.33100462],"study_design_scores_gemma":[0.0022540516,0.000100060104,0.7760932,0.0006685494,0.000012554715,0.0000013039552,0.0019401436,0.0010611195,0.2173588,0.000225977,0.00022158686,0.00006269087],"about_ca_topic_score_codex":0.0000041721573,"about_ca_topic_score_gemma":9.452907e-7,"teacher_disagreement_score":0.33094192,"about_ca_system_score_codex":0.00010116021,"about_ca_system_score_gemma":0.0002891953,"threshold_uncertainty_score":0.26181126},"labels":[],"label_agreement":null},{"id":"W7118083009","doi":"10.1093/geroni/igaf122.2104","title":"Better Together: Momentary Physiological Benefits of Co-Experienced Positive Emotions in Late Life","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia Hospital; Simon Fraser University; University of British Columbia","funders":"","keywords":"Positive relationship; Social relationship; Positive psychology; Everyday life; Positive correlation; Well-being; Health benefits","score_opus":0.05596755061465404,"score_gpt":0.3983536535849833,"score_spread":0.3423861029703293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118083009","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98350734,0.00005137157,0.000242972,0.004755358,0.00013367091,0.0001411501,0.0000066844696,0.000020338743,0.011141116],"genre_scores_gemma":[0.9972296,0.0000014613423,0.00012884247,0.0019622855,0.000021940965,0.000055776924,0.000033391134,0.0000042294696,0.0005625103],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989865,0.00014439838,0.0003479232,0.00022197107,0.000085209846,0.00021399664],"domain_scores_gemma":[0.99957234,0.00011596968,0.000069341455,0.00014612959,0.00008446439,0.000011785791],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003224903,0.00007494832,0.00016457461,0.00058708433,0.000042511405,0.000006459873,0.00012268935,0.00008997311,0.0002553846],"category_scores_gemma":[0.00007487565,0.00007290985,0.000016052049,0.001289758,0.00011034652,0.00006161379,0.000041406336,0.00027002965,0.00001569308],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015347764,0.00061819016,0.8735461,0.00003234307,0.000103081955,0.000018344195,0.03906179,0.0005869827,0.016365439,0.05169513,0.0028762147,0.014942901],"study_design_scores_gemma":[0.00070507487,0.000039431758,0.9923815,0.000102496124,0.0000019609759,5.344752e-7,0.0036233221,0.00019946863,0.0014978971,0.0013353901,0.000036593505,0.00007631881],"about_ca_topic_score_codex":0.00016677586,"about_ca_topic_score_gemma":0.000021500575,"teacher_disagreement_score":0.118835405,"about_ca_system_score_codex":0.000049084778,"about_ca_system_score_gemma":0.000028831259,"threshold_uncertainty_score":0.29731774},"labels":[],"label_agreement":null},{"id":"W7118083387","doi":"10.1093/geroni/igaf122.4264","title":"Prevalence of Potentially Modifiable Risk Factors in Persons At-Risk for Alzheimer’s Disease","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dementia; Disease; Obstructive sleep apnea; Family history; Cognition; Psychological intervention; Cognitive decline; Risk factor","score_opus":0.034157321751455666,"score_gpt":0.34755736972542894,"score_spread":0.31340004797397325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118083387","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9905092,0.0002155276,0.006806172,0.00036555427,0.000070796,0.00081336166,0.00007172021,0.00001551462,0.0011321236],"genre_scores_gemma":[0.99788547,0.000059713857,0.0004501443,0.00006586773,0.000012610662,0.00010182428,0.0000473543,0.0000075916546,0.0013694253],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989256,0.000053627737,0.00038122197,0.00021392213,0.00021476221,0.0002108674],"domain_scores_gemma":[0.99935037,0.00011441522,0.00012930357,0.00013766909,0.00023899517,0.000029276755],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006166607,0.00008426749,0.00013891666,0.0007691642,0.000063137035,0.000011368481,0.00006929123,0.000031427306,0.000101368925],"category_scores_gemma":[0.0005384014,0.000080971295,0.0000396153,0.0011480104,0.000046464582,0.000099773584,0.000052359068,0.00014864081,0.0000016400203],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021590893,0.00016009317,0.99190986,0.0003035152,0.00004625028,0.0000032213757,0.00026934798,0.00024441286,0.0019439918,0.0004763484,0.0001705478,0.0042564985],"study_design_scores_gemma":[0.0017852007,0.000053522188,0.98090357,0.00036718967,0.00011997234,1.5657457e-7,0.00032481115,0.006900147,0.008614316,0.0006763782,0.00018821945,0.00006652282],"about_ca_topic_score_codex":0.00036390082,"about_ca_topic_score_gemma":0.0000098661185,"teacher_disagreement_score":0.011006299,"about_ca_system_score_codex":0.000089282,"about_ca_system_score_gemma":0.00017378853,"threshold_uncertainty_score":0.33019137},"labels":[],"label_agreement":null},{"id":"W7118083575","doi":"10.1093/geroni/igaf122.3830","title":"Profiling Cognitive Reserve Among Community-Dwelling Older Adults: A Latent Class Analysis","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Latent class model; Cognitive reserve; Cognition; Cognitive decline; Psychological intervention; Social class; Profiling (computer programming); Cognitive aging","score_opus":0.027466252237825978,"score_gpt":0.353912449255584,"score_spread":0.326446197017758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118083575","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97654295,0.00008256308,0.010157242,0.0010812641,0.000049317685,0.0007117793,0.0000042857287,0.00006183315,0.011308747],"genre_scores_gemma":[0.99739546,0.0000113539045,0.00024899605,0.0008501715,0.000026058893,0.00013899391,0.00028668626,0.000011514342,0.0010307578],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99823666,0.00025029396,0.0006075894,0.00024842232,0.000345581,0.0003114728],"domain_scores_gemma":[0.99830174,0.00028549114,0.00012708055,0.00021143553,0.0010402976,0.000033975466],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016970355,0.00013410412,0.0002779111,0.0024580646,0.00021404673,0.0000652398,0.000105548264,0.00007224072,0.0001283795],"category_scores_gemma":[0.00059668743,0.00013193383,0.000073889874,0.0077872076,0.000090244444,0.00017697702,0.00011789381,0.00080887537,0.000009121954],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015885472,0.00026478193,0.98942983,0.00022919626,0.00046376575,0.00002490934,0.0012399522,0.000038491038,0.00041569403,0.0004179171,0.000035527104,0.0072810655],"study_design_scores_gemma":[0.002570586,0.00005545956,0.9654412,0.0020268576,0.00027790185,9.74287e-7,0.009068045,0.011962538,0.008304606,0.00013764719,0.00003565935,0.000118525626],"about_ca_topic_score_codex":0.0017855777,"about_ca_topic_score_gemma":0.0006500107,"teacher_disagreement_score":0.023988646,"about_ca_system_score_codex":0.00017937364,"about_ca_system_score_gemma":0.00016433901,"threshold_uncertainty_score":0.5380106},"labels":[],"label_agreement":null},{"id":"W7118083961","doi":"10.1093/geroni/igaf122.624","title":"Using EASE to Identify Characteristics That Distinguish Traditional Versus Person Centered Living Areas","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Research Manitoba","funders":"","keywords":"Autonomy; Variance (accounting); Usability; Activities of daily living; Orientation (vector space); Scale (ratio)","score_opus":0.14582275835173308,"score_gpt":0.3451029030689212,"score_spread":0.19928014471718813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118083961","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98943245,0.000005841272,0.005567065,0.0009870601,0.0006395655,0.00014043252,0.000012465521,0.000031310337,0.0031838268],"genre_scores_gemma":[0.99745125,0.0000011357317,0.001190874,0.0010004019,0.00009170333,0.000008240909,0.00002651706,0.00000811202,0.00022176706],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990581,0.000029950914,0.00024238249,0.00023447521,0.0002121013,0.00022296],"domain_scores_gemma":[0.99963427,0.00008310941,0.00010468824,0.00012022089,0.00002050117,0.000037202615],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033677058,0.000093428105,0.00010211681,0.0002275486,0.00016043127,0.000071376235,0.00011258883,0.00003542483,0.00034097285],"category_scores_gemma":[0.0002473362,0.00011079726,0.000017131242,0.0010914998,0.00003335448,0.00019770679,0.000068583046,0.00013525743,0.00003646211],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018767962,0.00003874028,0.9922073,0.000018353787,0.000003964217,0.000006110198,0.00092967995,0.00007237114,0.002327543,0.0008003421,0.0013787108,0.002198098],"study_design_scores_gemma":[0.00024521048,0.000009968899,0.9956097,0.00026002366,0.000005092154,0.0000010183682,0.0005230869,0.0022430776,0.00006941756,0.000113931004,0.0008087979,0.00011065069],"about_ca_topic_score_codex":0.00073478406,"about_ca_topic_score_gemma":0.00035164383,"teacher_disagreement_score":0.008018815,"about_ca_system_score_codex":0.0005396901,"about_ca_system_score_gemma":0.000030311674,"threshold_uncertainty_score":0.4518181},"labels":[],"label_agreement":null},{"id":"W7118084155","doi":"10.1093/geroni/igaf122.222","title":"Young at Heart: How Subjective Age Influences Perceptions and Expectations of Older Adults","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Perception; Age discrimination; Stereotype (UML); Age groups; Competence (human resources); Social perception; Older people","score_opus":0.02661778103094056,"score_gpt":0.3800033046058715,"score_spread":0.35338552357493097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118084155","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98549163,0.00025517546,0.0007006594,0.002256524,0.00016932942,0.00015132444,0.0000027587587,0.000027450875,0.0109451655],"genre_scores_gemma":[0.99607635,0.0000019334702,0.00024021046,0.00010834277,0.000016065458,0.00007886781,0.000012738248,0.000004415808,0.00346109],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99923044,0.000095302465,0.00022238519,0.00021353584,0.00008114523,0.00015720673],"domain_scores_gemma":[0.9994746,0.00014840633,0.0000615712,0.00013752285,0.00016724024,0.000010676913],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022712757,0.00006594168,0.00011795203,0.000654201,0.00011878539,0.000017528791,0.0000624182,0.000065972876,0.00013154787],"category_scores_gemma":[0.00011310001,0.000068640904,0.0000131472725,0.0011611646,0.0001610845,0.0000936098,0.00004078508,0.00015956232,0.000015552436],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025903624,0.0000425844,0.93711627,0.00002394954,0.000021839085,0.0000050401036,0.047719665,0.0000017548897,0.00081619713,0.010071122,0.0008449628,0.0033106962],"study_design_scores_gemma":[0.00048939954,0.00001353036,0.95742327,0.00009903922,0.0000033469328,0.000008525802,0.04116509,0.000041599535,0.00017374186,0.00046513492,0.00006217098,0.000055163444],"about_ca_topic_score_codex":0.0002620662,"about_ca_topic_score_gemma":0.0004760178,"teacher_disagreement_score":0.020306969,"about_ca_system_score_codex":0.000048783495,"about_ca_system_score_gemma":0.000024415154,"threshold_uncertainty_score":0.2799095},"labels":[],"label_agreement":null},{"id":"W7118084227","doi":"10.1093/geroni/igaf122.341","title":"Exploring Social Sustainability Through Urban Gardening: A Participatory Rapid Realist Review","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Urban Agriculture and Sustainability","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Positive Living Society of British Columbia; Simon Fraser University","funders":"","keywords":"Reflexivity; Sustainability; Citizen journalism; Participatory action research; Social sustainability; Process (computing); Grounded theory; Social relation","score_opus":0.13600421147793168,"score_gpt":0.3172865529405351,"score_spread":0.1812823414626034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118084227","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9603162,0.0016243047,0.000042276555,0.03044709,0.000166528,0.0005921851,0.0000044753133,0.00013724751,0.0066696857],"genre_scores_gemma":[0.9965591,0.000160371,0.000027364362,0.0023796733,0.00018527296,0.00023171343,0.00004911725,7.905845e-7,0.00040660592],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99827456,0.00020555439,0.00063355267,0.00035610868,0.00018346388,0.0003467832],"domain_scores_gemma":[0.99910694,0.00013733732,0.00013471903,0.00007993413,0.0005226594,0.000018385412],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001216338,0.00014623496,0.00025583577,0.000035089277,0.0002823837,0.000053665703,0.00018415724,0.000061963445,0.00008614208],"category_scores_gemma":[0.000705083,0.00006590017,0.00006772737,0.0031169,0.00007535638,0.00037551168,0.000087465145,0.00023056415,0.0000022565484],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000085140484,0.000596389,0.3954153,0.003030305,0.000060132625,0.000036015925,0.008467441,0.000010937227,0.0075914506,0.19581454,0.100202434,0.2886899],"study_design_scores_gemma":[0.00023201061,0.000040112674,0.5694216,0.0005336173,0.00002292317,9.997095e-7,0.0067698224,0.000010971232,0.0008471321,0.01646737,0.40531924,0.00033418933],"about_ca_topic_score_codex":0.00029023952,"about_ca_topic_score_gemma":0.00013706504,"teacher_disagreement_score":0.30511683,"about_ca_system_score_codex":0.00034419307,"about_ca_system_score_gemma":0.000048235896,"threshold_uncertainty_score":0.26873308},"labels":[],"label_agreement":null},{"id":"W7118084320","doi":"10.1093/geroni/igaf122.4390","title":"The Impact of Relational Coordination on Staff Outcomes in Long-Term Care","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Association (psychology); Burnout; Demographics; Work engagement; Emotional exhaustion; Work (physics); Unit (ring theory); Emotional support","score_opus":0.03273583298924433,"score_gpt":0.48192293975138556,"score_spread":0.44918710676214124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118084320","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98272926,0.000042467113,0.00046615573,0.0052176705,0.00094575516,0.0005297815,0.000007675819,0.000016891021,0.010044326],"genre_scores_gemma":[0.9962264,0.0000035605437,0.00005166962,0.00030702093,0.00003269937,0.00014081094,0.00011432058,0.000006209366,0.0031173397],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985085,0.00024316568,0.00078321947,0.00012828235,0.0001803034,0.00015653993],"domain_scores_gemma":[0.9981191,0.0006433022,0.00030561825,0.00015082999,0.0007725163,0.000008630329],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006588599,0.000084238265,0.00012541979,0.0007556558,0.0002742211,0.000008662569,0.00009394937,0.000094624964,0.00008475185],"category_scores_gemma":[0.00063068955,0.000060437556,0.000024853689,0.002098782,0.00002525338,0.000143615,0.00002891209,0.00039088828,0.000014564803],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000075612006,0.000060963182,0.8510532,0.000040165858,0.000008199017,2.1374986e-7,0.0037548726,0.00027604675,0.00024736763,0.13966715,0.00084483763,0.003971409],"study_design_scores_gemma":[0.000640877,0.00002279865,0.99076694,0.00058250845,0.0000013072082,3.2730455e-8,0.0051400946,0.00026701306,0.000071727394,0.0023499252,0.00010695773,0.000049820857],"about_ca_topic_score_codex":0.00023323395,"about_ca_topic_score_gemma":0.0005671478,"teacher_disagreement_score":0.13971378,"about_ca_system_score_codex":0.00084320304,"about_ca_system_score_gemma":0.0011736759,"threshold_uncertainty_score":0.2464572},"labels":[],"label_agreement":null},{"id":"W7118084481","doi":"10.1093/geroni/igaf122.1430","title":"A Comprehensive Approach to Enhance Older Adults’ Preparedness for Extreme Heat: COPE -Engage","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Focus group; Preparedness; Service provider; Socioeconomic status; Service (business); Intervention (counseling); Perception; Community organization","score_opus":0.07249587267814367,"score_gpt":0.3568455452483126,"score_spread":0.2843496725701689,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118084481","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95301825,0.00005018722,0.031979334,0.0017706709,0.00022825995,0.0012692387,0.000011803782,0.00004943083,0.011622821],"genre_scores_gemma":[0.98946196,0.0000062585164,0.0036444655,0.0060282806,0.00003750576,0.00035203085,0.00004212948,0.000010041237,0.0004173579],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99888134,0.00003470748,0.0003519044,0.00031360114,0.00012399995,0.00029443277],"domain_scores_gemma":[0.99958235,0.000103338505,0.000052706793,0.00017759956,0.000047885092,0.000036131125],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041834492,0.00010222606,0.00013607129,0.00017985149,0.00013962714,0.00002975597,0.0001259439,0.00004461362,0.00008921014],"category_scores_gemma":[0.00012878972,0.000106627245,0.000013220683,0.0015499258,0.000027142087,0.00015817788,0.00010158201,0.000110067136,0.000030536234],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00083135307,0.0015398546,0.13601649,0.0036032724,0.000033681616,0.000009528775,0.21499646,0.009965823,0.10741899,0.006956137,0.19082804,0.32780036],"study_design_scores_gemma":[0.0070353188,0.00028857603,0.6563976,0.0051346384,0.000028964942,0.000011367257,0.041828576,0.06621703,0.04147947,0.0044808476,0.17513944,0.001958181],"about_ca_topic_score_codex":0.00023767505,"about_ca_topic_score_gemma":0.00006442255,"teacher_disagreement_score":0.5203811,"about_ca_system_score_codex":0.00027710677,"about_ca_system_score_gemma":0.000018422432,"threshold_uncertainty_score":0.4348133},"labels":[],"label_agreement":null},{"id":"W7118084488","doi":"10.1093/geroni/igaf122.3986","title":"Older Drivers: Attention, Habits and Memory","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cognition; Recall; Effects of sleep deprivation on cognitive performance; Scale (ratio); Montreal Cognitive Assessment; Cognitive test; Poison control; Sample (material)","score_opus":0.031170324020335042,"score_gpt":0.3951198599162068,"score_spread":0.36394953589587176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118084488","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9705257,0.00006695522,0.0020775418,0.010915693,0.0008140228,0.00034747086,0.0000012541483,0.00010146135,0.015149919],"genre_scores_gemma":[0.99064344,0.000012210353,0.0003658525,0.0023054658,0.000063552885,0.000065394364,0.000005534151,0.0000073559922,0.006531189],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99895865,0.000092888054,0.00045778448,0.00019098281,0.00009287501,0.00020682313],"domain_scores_gemma":[0.9992745,0.00020478404,0.00011491606,0.0001266426,0.0002699089,0.000009243819],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005302044,0.00007940533,0.00012473059,0.00053222507,0.0003872569,0.000009265214,0.00005801925,0.00006257919,0.00004098917],"category_scores_gemma":[0.00035012438,0.00008033662,0.000008366004,0.001239821,0.000047907124,0.00015705831,0.00012720276,0.00029274912,0.000027639455],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[7.9037494e-7,0.000011617984,0.9744961,0.00018549789,0.0000116461215,9.960597e-7,0.004166969,0.0000020137254,0.00036534306,0.008235336,0.00906337,0.0034603204],"study_design_scores_gemma":[0.0007293555,0.0000025276684,0.9885115,0.0010589398,0.0000046332825,1.6113421e-7,0.0051153456,0.0000805479,0.000040340346,0.0017900711,0.0025957015,0.00007088977],"about_ca_topic_score_codex":0.000071093986,"about_ca_topic_score_gemma":0.00027523376,"teacher_disagreement_score":0.020117763,"about_ca_system_score_codex":0.00010535477,"about_ca_system_score_gemma":0.00006571128,"threshold_uncertainty_score":0.32760325},"labels":[],"label_agreement":null},{"id":"W7118084538","doi":"10.1093/geroni/igaf122.1945","title":"“The Government Is Keeping Me From My Mother”: Impacts of Visitation Restrictions as Reported by Family Members","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Miami; Government (linguistics); Nursing homes; Family member; Quarter (Canadian coin); Session (web analytics); Data collection; Neutrality; Aging in place","score_opus":0.029555281501864105,"score_gpt":0.38706057888111234,"score_spread":0.35750529737924824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118084538","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9679128,0.0005788276,0.0014437896,0.009749498,0.0012410986,0.0004220598,0.000029610774,0.000055268985,0.018567054],"genre_scores_gemma":[0.9963711,0.00009724561,0.00023064193,0.0015408925,0.000052372394,0.000044477696,0.000043648917,0.0000112938915,0.0016083582],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99822277,0.00013543553,0.00094130856,0.00018518034,0.0003064623,0.00020885619],"domain_scores_gemma":[0.9983191,0.00058676314,0.0005726478,0.0002530868,0.00025134895,0.000017067645],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00075374293,0.00008761675,0.00016581814,0.00019773588,0.00042143153,0.000018309345,0.0000892832,0.00009742734,0.00004743081],"category_scores_gemma":[0.00051657495,0.00008041128,0.00003381224,0.0019814174,0.000026322443,0.0001168608,0.000034146018,0.00026796485,0.000007615986],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034388006,0.00022214056,0.21829645,0.00036705963,0.0013415227,0.0000077233535,0.08366095,0.0001983711,0.14048626,0.017217414,0.5074088,0.030449443],"study_design_scores_gemma":[0.0037218635,0.00010241692,0.57833344,0.0017641088,0.000550017,0.0000010776874,0.24028029,0.0017148054,0.011358868,0.028168548,0.13344157,0.00056299305],"about_ca_topic_score_codex":0.007000378,"about_ca_topic_score_gemma":0.00015677756,"teacher_disagreement_score":0.3739672,"about_ca_system_score_codex":0.0004527574,"about_ca_system_score_gemma":0.0002196125,"threshold_uncertainty_score":0.9996121},"labels":[],"label_agreement":null},{"id":"W7118084559","doi":"10.1093/geroni/igaf122.446","title":"Developing an Implementation Framework for Web-Based Presence Technology Integration in Long-Term Care Homes","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Usability; Digital literacy; Literacy; Content analysis; Qualitative research; Technology integration","score_opus":0.027047741780553563,"score_gpt":0.4003120833188835,"score_spread":0.37326434153832994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118084559","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.71672904,0.000060560546,0.2720214,0.010012644,0.00023905613,0.00064061204,0.000002706994,0.00021855107,0.00007542572],"genre_scores_gemma":[0.95931417,0.0000089478,0.03990856,0.0003154603,0.000024788636,0.0003380901,0.00007442903,0.0000073445017,0.0000082095985],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99882364,0.00007047066,0.00043112948,0.00027962186,0.0001292143,0.000265923],"domain_scores_gemma":[0.9991933,0.0001490392,0.00014527154,0.00016042207,0.00034415929,0.000007791166],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059913984,0.000092349794,0.000119880475,0.002066589,0.00020807864,0.000061688814,0.0002716704,0.0002401408,0.000008024395],"category_scores_gemma":[0.00082460657,0.00011047897,0.000011065317,0.00510233,0.0001186058,0.0003638501,0.000034099547,0.00022815677,7.777452e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000045243655,0.000009418807,0.44382632,0.00003412122,0.0000015943164,7.855891e-7,0.0038973878,0.000014322326,0.000496898,0.4125824,0.000009723852,0.13912252],"study_design_scores_gemma":[0.0017494275,0.000042931748,0.644192,0.0017904984,0.000006645093,2.5175203e-7,0.08408851,0.0005310613,0.030311147,0.23619768,0.00073945004,0.0003503917],"about_ca_topic_score_codex":0.0002896838,"about_ca_topic_score_gemma":0.022468377,"teacher_disagreement_score":0.24258512,"about_ca_system_score_codex":0.000561279,"about_ca_system_score_gemma":0.000516889,"threshold_uncertainty_score":0.995369},"labels":[],"label_agreement":null},{"id":"W7118084631","doi":"10.1093/geroni/igaf122.914","title":"Untangling Ageism: Insights From Diverse Perspectives, Methods of Inquiry, and Contexts","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Disengagement theory; Context (archaeology); Aside; Cognition; Racism; White (mutation); Prejudice (legal term)","score_opus":0.07680233664344066,"score_gpt":0.46576009687244796,"score_spread":0.3889577602290073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118084631","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94713247,0.0025234406,0.034647882,0.0006466235,0.00046990332,0.00011281356,0.0000022165118,0.000029861938,0.014434813],"genre_scores_gemma":[0.9953245,0.000005640683,0.0036456578,0.00021228817,0.000043271903,0.000013843511,0.000007620776,0.0000055721616,0.00074164016],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99890697,0.00028237124,0.00032517576,0.00027017694,0.000072382754,0.00014290295],"domain_scores_gemma":[0.9991282,0.00040647978,0.00009790749,0.00018328353,0.00017198187,0.000012122013],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054686365,0.000080521015,0.00018990978,0.0006808455,0.000063201296,0.000013606449,0.000103086226,0.00009419097,0.00008064548],"category_scores_gemma":[0.00022938149,0.00008187132,0.000013441264,0.0010062637,0.00018468688,0.000079188925,0.000079925885,0.00025418954,0.000004184464],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000086202905,0.00011252847,0.1867245,0.000028226827,0.00016810618,0.000030599276,0.16741572,0.0000066851617,0.0033985614,0.52033013,0.0009114052,0.12078732],"study_design_scores_gemma":[0.002900974,0.000047868063,0.74185663,0.0002864796,0.000026456652,0.0000036411475,0.20298466,0.0004460094,0.0023318895,0.046607,0.0022657411,0.00024262398],"about_ca_topic_score_codex":0.0010814513,"about_ca_topic_score_gemma":0.000090960035,"teacher_disagreement_score":0.55513215,"about_ca_system_score_codex":0.00005184675,"about_ca_system_score_gemma":0.000032142583,"threshold_uncertainty_score":0.33386156},"labels":[],"label_agreement":null},{"id":"W7118084741","doi":"10.1093/geroni/igaf122.2798","title":"Ethical Considerations of Social Robots for Supporting Mental Health and Wellbeing in Older Adults in Long-Term Care","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Social Robot Interaction and HRI","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Mental health; Empirical research; Ethical issues; Inclusion (mineral); Older people; Robot; Human–robot interaction","score_opus":0.03161717538518259,"score_gpt":0.4396760025411533,"score_spread":0.4080588271559707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118084741","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9799788,0.000091839494,0.0012760585,0.016269784,0.0005625652,0.0005549791,0.0000057999014,0.000015658845,0.0012445197],"genre_scores_gemma":[0.9965316,0.0000030190415,0.00029166127,0.0029379905,0.000034816898,0.000066282235,0.000068769055,0.000006553421,0.00005931371],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988162,0.00009099248,0.0006886426,0.00017541529,0.000062160674,0.00016659388],"domain_scores_gemma":[0.9994658,0.00018236217,0.00019193024,0.00004495589,0.00010432712,0.000010582557],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004238453,0.00006572325,0.00016840783,0.0005759158,0.00009525898,0.0000187747,0.00002782657,0.00012652387,0.00006924804],"category_scores_gemma":[0.00020426803,0.00008287895,0.000016919144,0.00059982453,0.0000332611,0.00006444194,0.000019019877,0.00031967333,6.131733e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009755425,0.000114270144,0.625473,0.00031030632,0.000012995375,0.0000040189652,0.19665891,0.000024958325,0.00026900898,0.1586663,0.0010892942,0.017279342],"study_design_scores_gemma":[0.0029896856,0.000021869691,0.9571698,0.0006643199,0.00000164562,0.0000020605657,0.037745018,0.00015610934,0.00015515849,0.0009109709,0.00008811853,0.000095265335],"about_ca_topic_score_codex":0.00035389184,"about_ca_topic_score_gemma":0.0022250407,"teacher_disagreement_score":0.33169672,"about_ca_system_score_codex":0.00015239422,"about_ca_system_score_gemma":0.0001150037,"threshold_uncertainty_score":0.33797053},"labels":[],"label_agreement":null},{"id":"W7118084906","doi":"10.1093/geroni/igaf122.1064","title":"From the Outside, Looking in: Photovoice as a Transformative Method in Community-Engaged Research","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Simon Fraser University; Concordia University","funders":"","keywords":"Photovoice; Transformative learning; Embodied cognition; Lived experience; Photo elicitation; Aging in place; Status quo; Invisibility","score_opus":0.6589347570429196,"score_gpt":0.6918373248448474,"score_spread":0.032902567801927796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118084906","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9295894,0.000055018725,0.0077745,0.0063314675,0.00011495639,0.00062473986,0.0000026211196,0.000029560651,0.05547772],"genre_scores_gemma":[0.9962497,0.000014846133,0.002477184,0.00083769375,0.000040231138,0.0001957329,0.00000371445,0.000007145463,0.00017376221],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.896316,0.1010881,0.00078308914,0.0002302551,0.0008890165,0.00069352664],"domain_scores_gemma":[0.9576392,0.0416019,0.000076898126,0.00028615832,0.0003652216,0.0000306295],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.19045474,0.000087217966,0.00018912324,0.0013153292,0.0019351325,0.0001639706,0.0006464108,0.00010193948,0.000053774118],"category_scores_gemma":[0.0571698,0.000080812606,0.000019014205,0.011422519,0.0003431494,0.0004974752,0.00013465545,0.0068573304,0.000012082287],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048968657,0.00010111285,0.071791805,0.000023425064,0.000010093348,0.000008248798,0.84257877,0.000111091365,0.0063426816,0.04530043,0.00011758199,0.033565782],"study_design_scores_gemma":[0.0009633782,0.000019291256,0.10523572,0.0007430556,0.0000020500663,9.3050126e-8,0.71330386,0.0021337008,0.011185654,0.15618274,0.010088723,0.00014173723],"about_ca_topic_score_codex":0.10964844,"about_ca_topic_score_gemma":0.04803991,"teacher_disagreement_score":0.13328494,"about_ca_system_score_codex":0.0007143544,"about_ca_system_score_gemma":0.00072758086,"threshold_uncertainty_score":0.9993642},"labels":[],"label_agreement":null},{"id":"W7118084920","doi":"10.1093/geroni/igaf122.1716","title":"Linking People and Place: Facilitators &amp; Barriers to Implementing Lifestyle Redesign in French-Canadian Context","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Occupational Therapy Practice and Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Focus group; Loneliness; Context (archaeology); Social isolation; Resource (disambiguation); Isolation (microbiology); Relevance (law); Qualitative research; Action plan; Socioeconomic status","score_opus":0.06237342814645921,"score_gpt":0.4474260858045463,"score_spread":0.3850526576580871,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118084920","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9829215,0.00006899035,0.00081974705,0.0108349295,0.00024747956,0.0006486429,0.000011972112,0.00002146263,0.0044253226],"genre_scores_gemma":[0.99287295,0.0000138365,0.00081569783,0.0044045975,0.00004937225,0.00013853078,0.000032722706,0.000009172502,0.0016631285],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980638,0.00037106246,0.00064952375,0.00024152445,0.00017236649,0.00050170027],"domain_scores_gemma":[0.9984826,0.00094180816,0.00010130743,0.00013882072,0.00022971316,0.00010577399],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038411487,0.00009122636,0.00014497501,0.0017926092,0.00063808967,0.000035906312,0.00010194236,0.000102301805,0.00035944892],"category_scores_gemma":[0.0025267473,0.000097897246,0.000009156274,0.0027879153,0.000015509364,0.00023435058,0.0000751875,0.00062698405,0.000039008668],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019042496,0.000005563419,0.96678174,0.000081169426,0.000006928162,0.0000017066781,0.015118702,0.000097180426,0.0004160179,0.0062471586,0.0028824594,0.00834232],"study_design_scores_gemma":[0.0016320545,0.000024925816,0.5948559,0.0012080305,0.000003338482,3.8144145e-7,0.042251058,0.0007941926,0.00006437809,0.002791486,0.35612237,0.00025187785],"about_ca_topic_score_codex":0.053025655,"about_ca_topic_score_gemma":0.3918666,"teacher_disagreement_score":0.37192586,"about_ca_system_score_codex":0.0004202647,"about_ca_system_score_gemma":0.0014311632,"threshold_uncertainty_score":0.9532803},"labels":[],"label_agreement":null},{"id":"W7118085163","doi":"10.1093/geroni/igaf122.1756","title":"Associations Between Mental Health Conditions and Falls in Older Adults: An Umbrella Review of Systematic Reviews","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Psychosocial; Mental health; Systematic review; Association (psychology); Poison control; Suicide prevention; Depression (economics); Occupational safety and health","score_opus":0.06652155919179814,"score_gpt":0.44563027110010706,"score_spread":0.3791087119083089,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118085163","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8579726,0.089235604,0.0021657003,0.019104347,0.0012812174,0.023088148,0.000688613,0.00015821696,0.006305527],"genre_scores_gemma":[0.9616397,0.02695075,0.000630455,0.007734897,0.00006943606,0.00073367025,0.0018123072,0.000016740405,0.00041203923],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9957528,0.0012219977,0.0024646411,0.00020479159,0.00014004542,0.00021569434],"domain_scores_gemma":[0.9980916,0.00029798338,0.001180903,0.00020894597,0.00019618234,0.000024385403],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004678639,0.00010767864,0.0007037364,0.00049909647,0.00020305126,0.000006494834,0.00009382731,0.00008849055,0.0000107671885],"category_scores_gemma":[0.0006741306,0.00010495144,0.000029137564,0.0018428257,0.000021802276,0.0002063452,0.000039040366,0.0003341814,0.000008676095],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000040523523,0.00038405808,0.49590796,0.45510638,0.000035075,3.7540565e-7,0.008856997,1.852577e-7,0.00022389449,0.02646395,0.009033572,0.0039835107],"study_design_scores_gemma":[0.00088261015,0.000011533763,0.6262691,0.37022853,0.000013585118,1.6089675e-7,0.0012582135,0.00004287113,7.1771854e-7,0.00070433406,0.00050972524,0.000078605226],"about_ca_topic_score_codex":0.00031527705,"about_ca_topic_score_gemma":0.0003392793,"teacher_disagreement_score":0.13036115,"about_ca_system_score_codex":0.0003001313,"about_ca_system_score_gemma":0.00017780527,"threshold_uncertainty_score":0.42797953},"labels":[],"label_agreement":null},{"id":"W7118085608","doi":"10.1093/geroni/igaf122.1236","title":"Biological Sciences section of The Journals of Gerontology Series A","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Genetics, Aging, and Longevity in Model Organisms","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Longevity; Section (typography); Biological sciences; Publishing; Cellular Aging; Translational research; Psychological intervention","score_opus":0.04236714876947519,"score_gpt":0.3203852680932362,"score_spread":0.278018119323761,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118085608","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99058896,0.00028253428,0.0072175045,0.00069708057,0.00031473942,0.00006246348,0.0000013230521,0.0000024360477,0.0008329777],"genre_scores_gemma":[0.9988994,0.000053123385,0.0006976016,0.00020444099,0.000038891052,0.0000029001428,0.000002179494,0.0000018261021,0.000099630335],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99937207,0.000057954698,0.0003084626,0.00011486387,0.000063572326,0.00008310846],"domain_scores_gemma":[0.99957913,0.00001009268,0.00016080377,0.000109832275,0.00013654339,0.000003597698],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047843085,0.000048426264,0.000087804074,0.00013216813,0.000054501343,0.0000070196816,0.00014677912,0.00007291667,0.000007027465],"category_scores_gemma":[0.00018449836,0.000036194746,0.000021947739,0.00058012054,0.00021809137,0.000003847417,0.00007215601,0.000062368475,9.25906e-8],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007907359,0.000017454036,0.2221323,0.000013879381,0.000007832859,6.635905e-8,0.00018884666,0.00043546557,0.77275544,0.0036628977,0.00008825998,0.0006896389],"study_design_scores_gemma":[0.00018305087,0.00007337884,0.20047215,0.00004748367,0.000003515912,0.0000057699517,0.00035693712,0.000064071864,0.7939211,0.0038220342,0.000997335,0.00005315506],"about_ca_topic_score_codex":0.000029889368,"about_ca_topic_score_gemma":0.000043258457,"teacher_disagreement_score":0.021660144,"about_ca_system_score_codex":0.000007455105,"about_ca_system_score_gemma":0.000069465816,"threshold_uncertainty_score":0.1475979},"labels":[],"label_agreement":null},{"id":"W7118085624","doi":"10.1093/geroni/igaf122.3176","title":"Combined impact of plasma phospho-tau 217, GFAP and NfL on longitudinal domain-specific cognitive decline","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cognitive decline; Cognition; Biomarker; Neuropsychology; Cohort; Neurodegeneration; Executive functions; Montreal Cognitive Assessment; Glial fibrillary acidic protein","score_opus":0.02671309719016393,"score_gpt":0.3629508221933685,"score_spread":0.3362377250032046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118085624","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98309845,0.000068673544,0.002843683,0.0009112902,0.00007253584,0.00046321438,0.000008858725,0.000021023923,0.0125123],"genre_scores_gemma":[0.99903166,0.00004214244,0.00015562722,0.00027852078,0.00002749068,0.000030464736,0.00006872539,0.00000990406,0.00035544956],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99870825,0.00004223646,0.00046031867,0.00025129362,0.0003057197,0.00023220845],"domain_scores_gemma":[0.9989935,0.00022358382,0.00011332649,0.00011070781,0.0005246238,0.00003422844],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058090035,0.00013379246,0.00025300073,0.0009353546,0.000057981837,0.000030189833,0.00005067863,0.000051333045,0.00019584318],"category_scores_gemma":[0.00013970911,0.00011816588,0.000040840212,0.0018470954,0.00011949948,0.00008551195,0.000071283604,0.00024775765,0.000007924458],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015389068,0.00033056163,0.95970774,0.00007841946,0.00010666537,0.000038645743,0.00018195221,0.0000036820393,0.005434162,0.0070526004,0.00028498308,0.0252417],"study_design_scores_gemma":[0.006837984,0.0005839987,0.97348076,0.0008099178,0.000016564298,0.000005630215,0.00046721273,0.00018196995,0.015430057,0.0018724622,0.00022537092,0.0000880824],"about_ca_topic_score_codex":0.00005379198,"about_ca_topic_score_gemma":0.000005466795,"teacher_disagreement_score":0.025153616,"about_ca_system_score_codex":0.00012601484,"about_ca_system_score_gemma":0.00013588376,"threshold_uncertainty_score":0.48186648},"labels":[],"label_agreement":null},{"id":"W7118085648","doi":"10.1093/geroni/igaf122.2277","title":"Pilot of a Priorities Aligned Decision-Making Microskills Curriculum","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alpha Technologies (Canada)","funders":"","keywords":"Curriculum; Baseline (sea); Adaptation (eye); Scale (ratio); Resource (disambiguation); Health care; Usability; Core competency; Work (physics)","score_opus":0.01789541070635135,"score_gpt":0.36968071686225684,"score_spread":0.3517853061559055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118085648","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98622936,0.0002542444,0.007971534,0.0007437467,0.0005999059,0.00018388937,0.0000020507111,0.00003778023,0.003977496],"genre_scores_gemma":[0.9916127,0.000013584676,0.007065942,0.0009991139,0.00006492202,0.000014109441,0.00000700944,0.0000068352915,0.00021583062],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99877965,0.000018578134,0.0007165487,0.0001760311,0.00016468704,0.00014449388],"domain_scores_gemma":[0.99428463,0.0050308686,0.00014893993,0.00019463562,0.00032551461,0.000015422942],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0005367083,0.00008104253,0.00024334878,0.0005538367,0.000030009274,0.000015766005,0.000063806794,0.00003981663,0.00004453803],"category_scores_gemma":[0.03607716,0.00007557224,0.000032690004,0.0018580777,0.00005393861,0.000045037472,0.00004768058,0.00010453186,0.0000056004856],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000088778375,0.00038569904,0.87369055,0.00007079671,0.000033136046,0.000026220547,0.00040102113,0.000027117954,0.0030180523,0.0410146,0.0027987175,0.07844533],"study_design_scores_gemma":[0.0039879484,0.00024904584,0.9048811,0.04773421,0.000060137456,0.000018114022,0.0011482368,0.00053142745,0.004619374,0.035751395,0.0007816394,0.00023738123],"about_ca_topic_score_codex":0.0001345904,"about_ca_topic_score_gemma":0.0000091276725,"teacher_disagreement_score":0.07820795,"about_ca_system_score_codex":0.000061918225,"about_ca_system_score_gemma":0.00014503952,"threshold_uncertainty_score":0.9720424},"labels":[],"label_agreement":null},{"id":"W7118085799","doi":"10.1093/geroni/igaf122.3727","title":"Championing Older Adults in Climate Empowerment (COALESCE) Phase 1 - A Participatory Rapid Realist Review","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver Enterprise Forum; Simon Fraser University","funders":"","keywords":"Empowerment; Psychological resilience; Psychological intervention; Participatory action research; Citizen journalism; Adaptation (eye); Resilience (materials science); Climate change","score_opus":0.08323335925730678,"score_gpt":0.4578172651219085,"score_spread":0.3745839058646017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118085799","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9345638,0.0109915575,0.001023781,0.009645607,0.00072352414,0.0008278032,0.0000058293585,0.00008852764,0.042129528],"genre_scores_gemma":[0.9933104,0.00027982745,0.000075678734,0.0047736135,0.000033981723,0.00036370414,0.000055616223,0.0000125491,0.0010946346],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99782336,0.00031599792,0.0008245794,0.0003999772,0.00013578052,0.00050028344],"domain_scores_gemma":[0.9992606,0.00010755369,0.00014761777,0.00035101015,0.00010911761,0.000024120302],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022844118,0.00013361275,0.000272789,0.0007456872,0.000080926264,0.00001836495,0.00015449869,0.000088228444,0.00077730574],"category_scores_gemma":[0.00015479945,0.00014051952,0.000025945877,0.0019740127,0.00007125548,0.00008463804,0.000063492735,0.0004055061,0.00012480143],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00066158985,0.0025399495,0.41560423,0.004281325,0.00012532386,0.00037339138,0.036392957,0.000017027374,0.0002921034,0.08255427,0.08129222,0.3758656],"study_design_scores_gemma":[0.034173526,0.00034246224,0.7710022,0.08124138,0.00006707665,0.00005432477,0.019915575,0.0020654027,0.0007410773,0.0014728879,0.08726428,0.0016598605],"about_ca_topic_score_codex":0.00021179221,"about_ca_topic_score_gemma":0.00008685342,"teacher_disagreement_score":0.37420577,"about_ca_system_score_codex":0.00013266997,"about_ca_system_score_gemma":0.000064038206,"threshold_uncertainty_score":0.85109526},"labels":[],"label_agreement":null},{"id":"W7118085819","doi":"10.1093/geroni/igaf122.1887","title":"Wearable Tech for Health Monitoring of Environmental Events: Case Studies in Experimental Medicine","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Wearable computer; Wearable technology; Context (archaeology); Adaptability; Cognition; Psychosocial; Data collection; Environmental data; Data quality","score_opus":0.053828783679123714,"score_gpt":0.39979908135794734,"score_spread":0.34597029767882365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118085819","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9952517,0.0007901645,0.0013270512,0.0011989116,0.00023863003,0.00073494925,0.0000047511176,0.000015456737,0.00043839146],"genre_scores_gemma":[0.9970337,0.00015268037,0.001960934,0.0004997659,0.000029933422,0.00017883927,0.0000044549083,0.000013143196,0.00012652473],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99809885,0.00009042797,0.00085131277,0.00040387118,0.00022386662,0.00033167764],"domain_scores_gemma":[0.9993824,0.00016649974,0.00023425807,0.00018493757,0.000005957688,0.00002596086],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001688583,0.00014589053,0.00027437415,0.00041345795,0.00012771014,0.0000033886922,0.000103154656,0.000043655313,0.000082227154],"category_scores_gemma":[0.0001623599,0.00015517163,0.00001696123,0.001015957,0.00019370567,0.000240433,0.00014061914,0.00017387133,0.0000056246627],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034018965,0.0002961088,0.8778629,0.00018302699,0.000020586634,0.00005179986,0.0093343435,0.0009845766,0.07658048,0.00022736084,0.00012837916,0.03429644],"study_design_scores_gemma":[0.009458185,0.0005461879,0.6414181,0.0049276524,0.00002054572,0.00012931341,0.13349167,0.0022951986,0.19946375,0.0047282134,0.0026593825,0.00086179207],"about_ca_topic_score_codex":0.0004398505,"about_ca_topic_score_gemma":0.00003931969,"teacher_disagreement_score":0.23644477,"about_ca_system_score_codex":0.001564977,"about_ca_system_score_gemma":0.000021064314,"threshold_uncertainty_score":0.63277155},"labels":[],"label_agreement":null},{"id":"W7118085826","doi":"10.1093/geroni/igaf122.3475","title":"A Summary of Organizations Providing Evidence-Based Dementia Caregiving Programs in Best Programs for Caregiving","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Dementia; Long-term care; Best practice; Resource (disambiguation); Assisted living; Health care; Public health","score_opus":0.05942863377371892,"score_gpt":0.3540327188517991,"score_spread":0.29460408507808017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118085826","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9502221,0.00052878255,0.043431614,0.002100283,0.00011636058,0.0028219412,0.0000017189177,0.00005791362,0.00071929704],"genre_scores_gemma":[0.995299,0.00001454875,0.0034325735,0.00015979767,0.000029130166,0.00066752254,0.00013030898,0.00001920095,0.00024794418],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998325,0.000059444083,0.0006677639,0.00030047828,0.00030417356,0.00034313096],"domain_scores_gemma":[0.9976991,0.00017162226,0.00015826337,0.0001680768,0.001778544,0.000024399333],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001054277,0.00012815546,0.0002333518,0.0013784168,0.00008055051,0.00006649943,0.00011182019,0.00006089628,0.000013580037],"category_scores_gemma":[0.0013181729,0.00013395028,0.00003174578,0.007269785,0.00005941332,0.0002786828,0.00006593503,0.0001766768,7.360305e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049201266,0.00034017363,0.90158886,0.0012410779,0.000039580336,0.0000059535214,0.00049670215,0.00002227622,0.010970888,0.0009874795,0.000039683557,0.08421815],"study_design_scores_gemma":[0.012442776,0.0013089898,0.7609054,0.074687414,0.00039760506,0.0000068718996,0.017886976,0.016106244,0.110449724,0.0009965295,0.004045665,0.00076581206],"about_ca_topic_score_codex":0.0002327867,"about_ca_topic_score_gemma":0.00019391751,"teacher_disagreement_score":0.14068343,"about_ca_system_score_codex":0.00023241456,"about_ca_system_score_gemma":0.0007243839,"threshold_uncertainty_score":0.5462334},"labels":[],"label_agreement":null},{"id":"W7118085940","doi":"10.1093/geroni/igaf122.2880","title":"Innate immune changes s in aging and in older T2DM subjects with or without obesity","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Adipokines, Inflammation, and Metabolic Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Université de Sherbrooke","funders":"","keywords":"CD14; CD16; Obesity; Innate immune system; Phenotype; Type 2 Diabetes Mellitus; Immune system; Diabetes mellitus","score_opus":0.01487571628758045,"score_gpt":0.28673347357520235,"score_spread":0.2718577572876219,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118085940","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9956065,0.00055552926,0.00029545854,0.0017968611,0.000092808325,0.00044270666,0.0000010982764,0.000042833373,0.0011662373],"genre_scores_gemma":[0.9977559,0.00011558486,0.00036550214,0.00084889476,0.000054934797,0.0000598698,0.000026023588,0.0000119681945,0.0007613339],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989819,0.000038403872,0.00041054297,0.00022450928,0.00014039665,0.00020422689],"domain_scores_gemma":[0.99952704,0.000048519316,0.0001119335,0.0001515075,0.00014019443,0.000020828533],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004987061,0.00013107066,0.00029076153,0.0013914641,0.000037813457,0.00002593401,0.00004765731,0.000049153325,0.000020153157],"category_scores_gemma":[0.00021530702,0.00010825668,0.0000075602547,0.0027268908,0.000049055085,0.00019051887,0.00003344837,0.00017571356,9.862875e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017109721,0.00008088285,0.9834374,0.00030117587,0.000012471135,0.000037679787,0.0021892707,0.000028824834,0.0022657027,0.0011903069,0.000016341326,0.010268802],"study_design_scores_gemma":[0.0032377206,0.000016157179,0.98804396,0.0020279374,0.000017275515,0.00000854444,0.000894956,0.00052636734,0.004223913,0.00020413425,0.0006788154,0.0001201978],"about_ca_topic_score_codex":0.00042342345,"about_ca_topic_score_gemma":0.0023194968,"teacher_disagreement_score":0.0101486035,"about_ca_system_score_codex":0.000078180085,"about_ca_system_score_gemma":0.00017267659,"threshold_uncertainty_score":0.44145793},"labels":[],"label_agreement":null},{"id":"W7118086037","doi":"10.1093/geroni/igaf122.2637","title":"Perceived workload vs. objective performance during dual-tasking in adults with mild cognitive impairment","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Workload; Cognition; Balance (ability); Perception; Cognitive impairment; Affect (linguistics); Task (project management)","score_opus":0.013770093811737976,"score_gpt":0.32699796833759787,"score_spread":0.3132278745258599,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118086037","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9913586,0.000058134647,0.00018202333,0.0003821455,0.00030720548,0.0010439145,0.0000042063834,0.000075259035,0.0065885508],"genre_scores_gemma":[0.9980116,0.00007974379,0.0001990282,0.00062766054,0.0000822722,0.00039939117,0.000038707596,0.00001562834,0.00054597826],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981268,0.00019388806,0.00072211924,0.000345512,0.00017658492,0.00043506338],"domain_scores_gemma":[0.9991275,0.0001495733,0.000275032,0.00013203495,0.00029723602,0.00001862482],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00070330786,0.00016266743,0.0002275435,0.00085475977,0.00036597057,0.00001345741,0.000073024225,0.00012216289,0.0000135673135],"category_scores_gemma":[0.00007986226,0.00015844511,0.000017698536,0.0024448188,0.000039453385,0.00033657055,0.00007164741,0.0007705483,0.00002093309],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006670754,0.00017495068,0.9754554,0.0006660143,0.000020549078,0.000008759893,0.019049414,0.000024025254,0.0010380324,0.00031420565,0.00003287403,0.00254871],"study_design_scores_gemma":[0.0049826168,0.00003982208,0.9601766,0.0200086,0.0000062281597,9.514849e-7,0.013657963,0.0007263282,0.00007192264,0.0001572414,0.000014193861,0.00015753547],"about_ca_topic_score_codex":0.00025134333,"about_ca_topic_score_gemma":0.0005689774,"teacher_disagreement_score":0.019342585,"about_ca_system_score_codex":0.00051157817,"about_ca_system_score_gemma":0.00019496675,"threshold_uncertainty_score":0.64612037},"labels":[],"label_agreement":null},{"id":"W7118086169","doi":"10.1093/geroni/igaf122.693","title":"Redefining Facilitation in Nursing Homes: The Critical Role of Frontline Workers in Implementing Care Innovations","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Fieldnotes; Facilitation; Thematic analysis; Health care; Qualitative research; Disengagement theory; Action research; Participatory action research","score_opus":0.03313363911792275,"score_gpt":0.4397412518133137,"score_spread":0.4066076126953909,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118086169","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9797068,0.00060076755,0.0022349611,0.0059713754,0.0005905503,0.00045154046,0.000009222642,0.00003261496,0.010402163],"genre_scores_gemma":[0.9981964,0.000004765267,0.0013237015,0.00017407376,0.000045056553,0.00009690671,0.00008676583,0.000009155597,0.00006312249],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99758995,0.0002487603,0.0013602283,0.00021117482,0.00016792891,0.00042195598],"domain_scores_gemma":[0.9983196,0.00085029425,0.00021085601,0.00018028244,0.00043067295,0.000008247055],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001754358,0.000103826205,0.00022011105,0.0016879367,0.0002812527,0.000014465295,0.000115321855,0.00010743409,0.000025313677],"category_scores_gemma":[0.0013422257,0.00010007092,0.000019656563,0.006294899,0.000061136016,0.0001644559,0.000051775914,0.0005727839,0.0000020626376],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002958382,0.000036820096,0.81672454,0.00017181791,0.0000036846359,7.242574e-7,0.076960504,0.00021468638,0.0011331447,0.05293596,0.00046645923,0.051322047],"study_design_scores_gemma":[0.0008159245,0.000009885259,0.47325328,0.002773127,0.0000054582365,1.3516254e-7,0.51024646,0.0005053588,0.00012893604,0.011470276,0.0007030144,0.00008813689],"about_ca_topic_score_codex":0.0017078846,"about_ca_topic_score_gemma":0.0013096282,"teacher_disagreement_score":0.43328595,"about_ca_system_score_codex":0.0005378626,"about_ca_system_score_gemma":0.00034315226,"threshold_uncertainty_score":0.4080774},"labels":[],"label_agreement":null},{"id":"W7118086431","doi":"10.1093/geroni/igaf122.622","title":"Linking Environments and Resident Function via MDS","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Research Manitoba","funders":"","keywords":"Metric (unit); Set (abstract data type); Audit; Minimum Data Set; Usability; Function (biology); Quality (philosophy)","score_opus":0.028925503064279563,"score_gpt":0.36901186035114414,"score_spread":0.3400863572868646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118086431","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9574622,0.000234169,0.031211667,0.0026698415,0.0017946011,0.00025501603,6.412243e-7,0.000045528453,0.006326343],"genre_scores_gemma":[0.9962546,0.000021691507,0.00016909846,0.0008273422,0.000104034996,0.000027268172,0.000021091779,0.000005467543,0.002569389],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99918836,0.00007111632,0.00037011367,0.00013793958,0.00008545384,0.00014701937],"domain_scores_gemma":[0.9996739,0.00009226508,0.000099631405,0.00009509943,0.000030778723,0.00000832314],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051899266,0.00005486424,0.000085871034,0.000448579,0.00024092812,0.000008807984,0.00003070658,0.000075745316,0.000039070932],"category_scores_gemma":[0.00004732701,0.000057807512,0.000006596642,0.0007898861,0.000013821624,0.00008726591,0.000044138746,0.00023981305,0.000015805153],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050541035,0.000020506703,0.8683132,0.00018400326,0.000012936214,0.0000020668876,0.0064933947,0.000024997113,0.01052183,0.012469561,0.0039449977,0.09796197],"study_design_scores_gemma":[0.0008372382,0.000015271196,0.93312037,0.00047268104,0.000011586966,3.3245652e-7,0.0036961616,0.00017295349,0.00034742118,0.016091917,0.04513752,0.00009653843],"about_ca_topic_score_codex":0.00016773184,"about_ca_topic_score_gemma":0.00002931818,"teacher_disagreement_score":0.09786543,"about_ca_system_score_codex":0.00014772614,"about_ca_system_score_gemma":0.000039403243,"threshold_uncertainty_score":0.2357322},"labels":[],"label_agreement":null},{"id":"W7118086602","doi":"10.1093/geroni/igaf122.1845","title":"Older Adults’ Exposure to Ageism in Daily Life – On the Role of TV, Social Media, and Neighborhood Composition","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia Hospital; Simon Fraser University; University of British Columbia","funders":"","keywords":"Context (archaeology); Everyday life; Composition (language); Association (psychology); Social media; Evening; Social environment; Multilevel model","score_opus":0.022298407557034796,"score_gpt":0.33359861835586435,"score_spread":0.3113002107988296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118086602","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97409105,0.0001280848,0.00036915412,0.012645582,0.00016478686,0.0001830636,0.0000027534245,0.000014515367,0.012400989],"genre_scores_gemma":[0.998177,5.206995e-7,0.00003157119,0.0015835871,0.000052250278,0.0000574901,0.000011178132,0.0000053098784,0.00008111294],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9990868,0.00015781152,0.00030566647,0.00017997531,0.00010798434,0.0001617728],"domain_scores_gemma":[0.9994106,0.000309969,0.00006196399,0.00012031544,0.00008565084,0.000011480779],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056515815,0.00006750028,0.00012518128,0.00051741686,0.000062023304,0.0000127889425,0.00010322089,0.00008701191,0.00006257867],"category_scores_gemma":[0.00013723163,0.000059307877,0.000009718275,0.0010783274,0.00005620177,0.000034689325,0.000038633123,0.00027422482,0.000008326868],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027894607,0.00022300078,0.32670328,0.00003340181,0.000035755886,0.0000079706315,0.10022206,0.000011054553,0.0010030807,0.47201797,0.002684784,0.0967787],"study_design_scores_gemma":[0.0012431518,0.00003485743,0.97258246,0.00020153214,0.0000026652633,8.443452e-7,0.018922346,0.00015334431,0.00041363164,0.006271962,0.00009355854,0.00007964991],"about_ca_topic_score_codex":0.00014870473,"about_ca_topic_score_gemma":0.00007362408,"teacher_disagreement_score":0.64587915,"about_ca_system_score_codex":0.000028314917,"about_ca_system_score_gemma":0.00002780564,"threshold_uncertainty_score":0.2418505},"labels":[],"label_agreement":null},{"id":"W7118086617","doi":"10.1093/geroni/igaf122.692","title":"Advancing Person-Centered Dementia Care in Long-Term Care Settings: Global Perspectives From Five Countries","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dementia; Workforce; Health care; Psychological intervention; Cultural diversity; Presentation (obstetrics); Population ageing; Long-term care; Population","score_opus":0.015611386818698225,"score_gpt":0.36682627914297905,"score_spread":0.3512148923242808,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118086617","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9840677,0.007765393,0.0005039847,0.002351671,0.0014810413,0.0005222486,0.000085634565,0.00008627328,0.0031361035],"genre_scores_gemma":[0.99836904,0.00004555256,0.00041452848,0.0005748246,0.0001580091,0.00005676993,0.0002853331,0.000011236926,0.000084692445],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99836135,0.0001518524,0.0005508247,0.00036154612,0.00017238717,0.00040205164],"domain_scores_gemma":[0.99886894,0.00013944073,0.00021167047,0.00018260632,0.0005786604,0.000018705094],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022580047,0.00015555303,0.00024365493,0.00047906005,0.00033268792,0.000034126966,0.00013301232,0.00012734941,0.00009248865],"category_scores_gemma":[0.00017657693,0.0001738831,0.00003038897,0.0016579692,0.000035688787,0.00020865578,0.00007412713,0.00037172466,0.000011112929],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005048584,0.000013255655,0.790959,0.00033292946,0.000020328549,0.000008881771,0.20299247,0.000015743202,0.00005572424,0.00073679123,0.0012181471,0.0035962604],"study_design_scores_gemma":[0.0010427776,0.00000960721,0.5102665,0.0015633348,0.000015091653,1.4715866e-7,0.4861801,0.000011338885,0.000041977528,0.0001199885,0.00064728555,0.0001018867],"about_ca_topic_score_codex":0.0023958024,"about_ca_topic_score_gemma":0.005746172,"teacher_disagreement_score":0.28318763,"about_ca_system_score_codex":0.0018598447,"about_ca_system_score_gemma":0.0004138014,"threshold_uncertainty_score":0.7090747},"labels":[],"label_agreement":null},{"id":"W7118087246","doi":"10.1093/geroni/igaf122.340","title":"Building Research Capacity With Older Adults: The Collective of Older Adult Researchers (COAR) Initiative","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Vancouver Native Health Society; Positive Living Society of British Columbia; Simon Fraser University","funders":"","keywords":"Reflexivity; Older people; Capacity building; Key (lock); Field (mathematics); Scale (ratio); Independent living","score_opus":0.14266427528331202,"score_gpt":0.45488672991662055,"score_spread":0.31222245463330855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118087246","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9281818,0.00013322824,0.005781042,0.0064493264,0.00014925469,0.0008177342,0.000006670466,0.00003516609,0.05844576],"genre_scores_gemma":[0.9961675,0.0000021880885,0.0006679905,0.0004310621,0.000040795996,0.00036870842,0.0000046004834,0.000016767946,0.0023004124],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99650204,0.0013121938,0.00051019154,0.00046807024,0.00056685065,0.0006406634],"domain_scores_gemma":[0.9948519,0.001875465,0.0001402713,0.0004537779,0.0026513203,0.000027251934],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0046855924,0.00013785975,0.00023214704,0.0017182379,0.00036965773,0.000042168078,0.00043301954,0.00015229479,0.00013431924],"category_scores_gemma":[0.001540589,0.00010261398,0.000024018036,0.008571706,0.00092045794,0.00013679835,0.0001381852,0.0015935063,0.0000124326225],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001306125,0.00045990752,0.3636387,0.00021211142,0.0003632205,0.000041648804,0.15443788,0.000034245877,0.00033506236,0.4478914,0.012733616,0.018546067],"study_design_scores_gemma":[0.005484413,0.00025992616,0.833117,0.0023215527,0.000013209249,0.000012977543,0.1360816,0.00058286404,0.005447108,0.01594871,0.00042727267,0.00030334538],"about_ca_topic_score_codex":0.0020857104,"about_ca_topic_score_gemma":0.0005181341,"teacher_disagreement_score":0.46947834,"about_ca_system_score_codex":0.0003487175,"about_ca_system_score_gemma":0.000482683,"threshold_uncertainty_score":0.692308},"labels":[],"label_agreement":null},{"id":"W7118087450","doi":"10.1093/geroni/igaf122.4047","title":"When Social Interactions Feel Less Meaningful: Age Differences in Solitude Preference in Daily Context","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Death Anxiety and Social Exclusion","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia; Simon Fraser University","funders":"","keywords":"Solitude; Moderation; Preference; Association (psychology); Context (archaeology); Multilevel model; Social relation; Social connectedness","score_opus":0.09541275061458135,"score_gpt":0.36693941462580243,"score_spread":0.27152666401122105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118087450","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9404162,0.000044892717,0.0014645319,0.0027723878,0.0009045545,0.00019458972,0.0000032390844,0.00004111481,0.05415846],"genre_scores_gemma":[0.9962532,0.0000053171507,0.000077599536,0.001151349,0.00007080568,0.000088653804,0.000022304288,0.0000073578663,0.0023234426],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985637,0.0001716435,0.00060026033,0.0002820801,0.00012098917,0.00026129064],"domain_scores_gemma":[0.9995222,0.00014502906,0.00013157683,0.00011245325,0.000077634555,0.000011084741],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005126123,0.00011839971,0.00023604551,0.00075257843,0.000119925724,0.000058962993,0.00019109326,0.00012602018,0.00013692958],"category_scores_gemma":[0.00013696837,0.00013359873,0.000024611103,0.0015046799,0.000060848226,0.00019982793,0.000082870625,0.0005101015,0.000016760165],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000081543694,0.00024668832,0.44875866,0.000030311252,0.000017655824,0.000024805755,0.094002396,0.0000057834577,0.00070439896,0.3814784,0.0012097904,0.073439576],"study_design_scores_gemma":[0.0012608664,0.000010424313,0.937509,0.00030142898,0.0000032110481,6.7783793e-7,0.022171732,0.0001388019,0.00004495034,0.035234533,0.0031564522,0.00016794405],"about_ca_topic_score_codex":0.0032936204,"about_ca_topic_score_gemma":0.012130015,"teacher_disagreement_score":0.48875034,"about_ca_system_score_codex":0.00019429416,"about_ca_system_score_gemma":0.00007139474,"threshold_uncertainty_score":0.6768833},"labels":[],"label_agreement":null},{"id":"W7118087632","doi":"10.1093/geroni/igaf122.1445","title":"From Early-Life to Late-Life: Patterns and Determinants of Mental Health in Older Chinese Adults","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Depression (economics); Cognition; Quarter (Canadian coin); Depressive symptoms; Intervention (counseling); Anxiety","score_opus":0.009554647935511367,"score_gpt":0.3247253109139865,"score_spread":0.3151706629784751,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118087632","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9952446,0.000026308315,0.0003922938,0.003599131,0.00031074535,0.00016103072,0.000023483397,0.000006793487,0.00023561463],"genre_scores_gemma":[0.9978864,0.000016712138,0.000121426376,0.001820946,0.000046209923,0.000009262256,0.000018144612,0.00000341469,0.00007743965],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99921364,0.0000504527,0.00035716355,0.00013643745,0.00012108734,0.00012120866],"domain_scores_gemma":[0.9997357,0.000036311212,0.00008286268,0.000050949144,0.00007033961,0.000023816347],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003915449,0.000053248612,0.000113150316,0.00030796853,0.000080178754,0.000030723502,0.00007128333,0.000030934036,0.0000119112365],"category_scores_gemma":[0.00014571857,0.0000563487,0.000008328121,0.000798538,0.000017455615,0.00011013731,0.000041214167,0.00006154606,5.4486077e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007594681,0.000015206277,0.9655716,0.000012149361,0.0000021113951,3.826933e-7,0.027018823,0.000042192158,0.00015721006,0.003001193,0.00006211474,0.004109426],"study_design_scores_gemma":[0.0003059602,0.0000065609365,0.99245197,0.0004090473,3.13587e-7,1.7546585e-8,0.0035847218,0.0024926248,0.00002121789,0.0006118467,0.0000621633,0.000053566044],"about_ca_topic_score_codex":0.027858159,"about_ca_topic_score_gemma":0.034512173,"teacher_disagreement_score":0.026880363,"about_ca_system_score_codex":0.00009387831,"about_ca_system_score_gemma":0.00013639487,"threshold_uncertainty_score":0.9831055},"labels":[],"label_agreement":null},{"id":"W7118087712","doi":"10.1093/geroni/igaf122.970","title":"Beyond “Living Well”: Toward Socially Just Cultural Narratives About Living With Dementia","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Education, Healthcare and Sociology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Narrative; Disadvantaged; Power (physics); Dementia; Politics; Function (biology)","score_opus":0.06664080672771139,"score_gpt":0.44762612284003567,"score_spread":0.3809853161123243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118087712","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91407937,0.0006194874,0.0011920712,0.012130922,0.000868318,0.00022924927,0.0000011623479,0.000060319882,0.070819125],"genre_scores_gemma":[0.9928803,0.000022977067,0.0007684172,0.0017499565,0.00022443282,0.00011511321,0.000018214863,0.000012849347,0.004207767],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99827373,0.00037251317,0.00048033564,0.00032743302,0.00015398969,0.00039198642],"domain_scores_gemma":[0.99877954,0.00040786125,0.00015179325,0.00016932476,0.0004682624,0.000023225371],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013702409,0.00012875466,0.00017759627,0.00052273273,0.00035226363,0.00006998818,0.0001810899,0.00014603678,0.00073959894],"category_scores_gemma":[0.00021316501,0.00012157296,0.000021040581,0.0017155451,0.0001711532,0.00021721669,0.00005179879,0.0004891066,0.000033203545],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000056099443,0.00005582298,0.71854055,0.000055188793,0.000082348844,0.0000018118488,0.14119853,0.0000035605258,0.00018730419,0.13348268,0.0036341262,0.002752489],"study_design_scores_gemma":[0.00019935746,0.00002762073,0.81733215,0.00032220784,0.000007364365,0.0000020790294,0.17756377,0.000007577657,0.00002115845,0.0026101312,0.0017763622,0.0001302292],"about_ca_topic_score_codex":0.0003708011,"about_ca_topic_score_gemma":0.0004159386,"teacher_disagreement_score":0.13087255,"about_ca_system_score_codex":0.00014908666,"about_ca_system_score_gemma":0.0004218395,"threshold_uncertainty_score":0.80980897},"labels":[],"label_agreement":null},{"id":"W7118088019","doi":"10.1093/geroni/igaf122.3461","title":"Cost-Analysis Of A Geriatrician-Led Falls Prevention Clinic Among Older Adults At High Risk Of Future Falls","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Fall prevention; Health care; Occupational safety and health; Injury prevention; Suicide prevention; Health plan; Poison control; Resource use; Cost–benefit analysis","score_opus":0.018843966273446974,"score_gpt":0.3726497935385095,"score_spread":0.35380582726506254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118088019","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9917519,0.000120729346,0.0043148585,0.00020733959,0.0010644882,0.0011711076,0.000048903225,0.00004597176,0.0012746667],"genre_scores_gemma":[0.99509275,0.00021453032,0.0005696225,0.000189813,0.00012680404,0.00016322214,0.000370081,0.000014409084,0.0032587529],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99617535,0.0006943013,0.0021963927,0.00035973603,0.000277968,0.00029625528],"domain_scores_gemma":[0.9963822,0.00037663183,0.0021279375,0.00039510694,0.0006956191,0.000022551112],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002335857,0.00016628893,0.0006259242,0.0017797252,0.00019176431,0.0000061161904,0.00018163529,0.0003272067,0.0001334568],"category_scores_gemma":[0.0003221133,0.00016668793,0.00017933657,0.0066493074,0.000044859782,0.00019883957,0.00011421276,0.0005083292,0.000014876341],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001119011,0.00033523559,0.982106,0.00052847323,0.00054978306,6.1405564e-7,0.0037285718,0.000037783288,0.0010785627,0.002073929,0.00074594654,0.008703258],"study_design_scores_gemma":[0.0025264183,0.000021422571,0.9905365,0.0010116838,0.0005081968,3.461126e-8,0.003141788,0.0011142112,0.000054130374,0.0007099235,0.00025414745,0.00012155973],"about_ca_topic_score_codex":0.00065263535,"about_ca_topic_score_gemma":0.002344765,"teacher_disagreement_score":0.008581698,"about_ca_system_score_codex":0.0002703484,"about_ca_system_score_gemma":0.00015860566,"threshold_uncertainty_score":0.67973363},"labels":[],"label_agreement":null},{"id":"W7118088389","doi":"10.1093/geroni/igaf122.3962","title":"Impact of Unmet Care Needs on Resilience in Multimorbid Older Adults","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"MacEwan University; Simon Fraser University","funders":"","keywords":"Multiple Chronic Conditions; Psychological resilience; Multimorbidity; Multilevel model; Resilience (materials science); Health care; Adaptation (eye); Older people; Comorbidity","score_opus":0.018969629497563863,"score_gpt":0.36537947025394846,"score_spread":0.3464098407563846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118088389","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97806144,0.00007909367,0.00010863882,0.00035535792,0.00007296932,0.00031036077,0.000002617255,0.000022972119,0.020986551],"genre_scores_gemma":[0.99948496,0.0000059294775,0.00008083857,0.00019080252,0.0000140263,0.000016660642,0.000035614234,0.000005310319,0.00016588869],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99923587,0.000015114935,0.0003397066,0.00013848122,0.00014314546,0.00012767148],"domain_scores_gemma":[0.99957174,0.000036602305,0.0000729848,0.00019320799,0.000115871124,0.000009621226],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013248618,0.00007888599,0.00013650698,0.0015034318,0.00001159873,0.000009417688,0.00006187898,0.000028873817,0.000052844494],"category_scores_gemma":[0.00014931394,0.00007458333,0.000023551022,0.003200859,0.000029735083,0.00008018136,0.000030385414,0.000116393756,0.0000026638368],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022278626,0.00019000401,0.9596276,0.00072385476,0.000023800289,0.000022106942,0.0038413077,0.0030490952,0.0006682751,0.008615643,0.00067084143,0.022344634],"study_design_scores_gemma":[0.002388364,0.00004930135,0.98635656,0.002533253,0.000006300789,2.2048626e-7,0.0066055018,0.0012716431,0.0005914134,0.00010436041,0.00003463154,0.00005845551],"about_ca_topic_score_codex":0.000488003,"about_ca_topic_score_gemma":0.00003667811,"teacher_disagreement_score":0.026728904,"about_ca_system_score_codex":0.00033695318,"about_ca_system_score_gemma":0.00016542293,"threshold_uncertainty_score":0.304142},"labels":[],"label_agreement":null},{"id":"W7118088407","doi":"10.1093/geroni/igaf122.1013","title":"Co-designing a workforce retention framework for long-term care homes","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Staffing; Workforce; Workforce planning; Delphi method; Employee retention; Work (physics); Quality (philosophy); Professional development","score_opus":0.06084564948253389,"score_gpt":0.43964512771617126,"score_spread":0.37879947823363735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118088407","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.51087046,0.00083774916,0.47653157,0.002288126,0.002836027,0.0012207413,0.0000073068595,0.0001935771,0.0052144406],"genre_scores_gemma":[0.9902011,0.00002073809,0.006903182,0.0006258636,0.0002842525,0.00026320352,0.00022072153,0.00001858501,0.0014623286],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986215,0.00009631255,0.00060669944,0.00023260669,0.000117234464,0.00032559762],"domain_scores_gemma":[0.9986881,0.00050166703,0.00022639266,0.00018719462,0.0003820554,0.000014595671],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058231293,0.0001078213,0.00018738791,0.0007167861,0.00046980928,0.000027635733,0.00009981892,0.0002026398,0.00003967741],"category_scores_gemma":[0.00040543103,0.00011487806,0.00003784367,0.0019105481,0.000020210646,0.00012237513,0.000020414322,0.00040544823,0.000010573196],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010476451,0.00002182872,0.80283576,0.0014063156,0.00001981658,0.0000025156692,0.01694757,0.000026614434,0.0010127672,0.084557384,0.0068650898,0.086199574],"study_design_scores_gemma":[0.0031156265,0.00007639893,0.85390216,0.013415205,0.00006054202,8.389796e-7,0.05940666,0.00010618392,0.0027574815,0.057810634,0.00882282,0.0005254771],"about_ca_topic_score_codex":0.000028435743,"about_ca_topic_score_gemma":0.000019464273,"teacher_disagreement_score":0.47933066,"about_ca_system_score_codex":0.00032480483,"about_ca_system_score_gemma":0.0001816084,"threshold_uncertainty_score":0.46845913},"labels":[],"label_agreement":null},{"id":"W7118088728","doi":"10.1093/geroni/igaf122.3440","title":"Neuropsychological Assessment: Digital vs. Paper Comparability in Older Adults","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Neuropsychology; Stroop effect; Montreal Cognitive Assessment; Cognition; Comparability; Neuropsychological assessment; Neuropsychological test","score_opus":0.020603894782764295,"score_gpt":0.37906132444908847,"score_spread":0.35845742966632416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118088728","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9352906,0.000011271723,0.0008899252,0.004439119,0.00008380604,0.0004186205,0.0000014393607,0.00003059681,0.058834627],"genre_scores_gemma":[0.9969146,0.0000031406782,0.00010042899,0.0025122592,0.00001809107,0.000053982938,0.000046068002,0.000004390559,0.000346993],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988315,0.000052549487,0.00042261684,0.0002672329,0.0002194106,0.00020668545],"domain_scores_gemma":[0.9995521,0.00007831898,0.00003768109,0.00013867753,0.00017466325,0.000018605047],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047485862,0.00008130747,0.00015253657,0.00050677365,0.000025386455,0.000051041727,0.00006176231,0.000040039657,0.00029987612],"category_scores_gemma":[0.00020389413,0.00007253956,0.000019744455,0.001936669,0.000053731852,0.00020186357,0.000054118933,0.0003341571,0.000012854988],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016463507,0.0005413164,0.9582542,0.000059089292,0.000005530369,0.000034815017,0.000085221815,0.0000014252863,0.00042295226,0.0014415357,0.0002067884,0.038782466],"study_design_scores_gemma":[0.0029323562,0.000058962058,0.9943903,0.00029790783,0.0000022680615,0.0000028199518,0.00021747674,0.00038096818,0.00011594732,0.0006630166,0.0008814139,0.000056535733],"about_ca_topic_score_codex":0.000014677804,"about_ca_topic_score_gemma":0.0000044072467,"teacher_disagreement_score":0.061624054,"about_ca_system_score_codex":0.000092440896,"about_ca_system_score_gemma":0.000066752495,"threshold_uncertainty_score":0.32834333},"labels":[],"label_agreement":null},{"id":"W7118088808","doi":"10.1093/geroni/igaf122.3346","title":"The Effectiveness Of Digital Interventions To Increase Preventive Care Uptake In Older Adults: A Systematic Review","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Psychological intervention; Vaccination; Shingles; Health care; Preventive care; Preventive healthcare; Randomized controlled trial","score_opus":0.02897377473521565,"score_gpt":0.4001078718347471,"score_spread":0.37113409709953143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118088808","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9312869,0.049132578,0.0012628143,0.000904848,0.00013773002,0.011289554,0.000031424872,0.0000396838,0.0059144897],"genre_scores_gemma":[0.9984269,0.00015719968,0.000034964032,0.00018499959,0.0000052373807,0.0010302919,0.000015781572,0.000006031569,0.0001385576],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9984038,0.00024870725,0.0008494666,0.00014838667,0.000204116,0.0001455358],"domain_scores_gemma":[0.99829674,0.00058490667,0.0001259662,0.00023019718,0.00074933947,0.0000128511565],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0018981067,0.0000869928,0.00038304753,0.0005793348,0.000047251888,0.000021573613,0.000100819714,0.000021574831,0.0000028267455],"category_scores_gemma":[0.009069717,0.000061904255,0.00006260197,0.0028437863,0.000039110568,0.00010120264,0.00011777468,0.00015581599,0.000004553942],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002555957,0.00014480989,0.044422504,0.9465392,0.000103996135,0.000009926018,0.002112083,0.000007466117,0.00009420093,0.0033962936,0.00007616308,0.0028377413],"study_design_scores_gemma":[0.0011982798,0.00004357564,0.1386493,0.85564417,0.000050178314,0.0000011337236,0.0038496268,0.000012841751,0.000291649,0.00017257381,0.000028521568,0.000058144742],"about_ca_topic_score_codex":0.000070052374,"about_ca_topic_score_gemma":0.000053161202,"teacher_disagreement_score":0.0942268,"about_ca_system_score_codex":0.00028072248,"about_ca_system_score_gemma":0.00009293422,"threshold_uncertainty_score":0.9992773},"labels":[],"label_agreement":null},{"id":"W7118089166","doi":"10.1093/geroni/igaf122.3184","title":"Latent Variables in Cognitive Decline: Caregiver Burden and Behavioral and Psychological Symptoms of Dementia","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Structural equation modeling; Confirmatory factor analysis; Dementia; Cognition; Caregiver burden; Latent variable; Distress; Depression (economics); Replicate","score_opus":0.04365289749129249,"score_gpt":0.39706371611069563,"score_spread":0.35341081861940316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118089166","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99619406,0.00020511671,0.00052570336,0.0006420598,0.00003288821,0.00029553735,0.000002621785,0.000008041988,0.0020939542],"genre_scores_gemma":[0.99941176,0.000037765818,0.00016428884,0.00020481803,0.0000127928915,0.00002956742,0.00002277831,0.00000326927,0.000112979455],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99920803,0.000034685185,0.00030392627,0.00018483595,0.00013574904,0.00013276299],"domain_scores_gemma":[0.9996271,0.000063476735,0.000047758767,0.000047380818,0.0001984874,0.000015774132],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039310055,0.00006682997,0.00014230039,0.00054814963,0.00002015824,0.000015871517,0.000026281736,0.000047559453,0.000060036036],"category_scores_gemma":[0.000085143394,0.00006130775,0.000008581888,0.00083893863,0.000087327186,0.000065122615,0.00008102861,0.00013618814,4.354044e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000834365,0.0001283278,0.94492364,0.000055602137,0.000026012258,0.000020340178,0.0004057027,5.171635e-7,0.0033524814,0.001025037,0.000010358158,0.049968563],"study_design_scores_gemma":[0.003080403,0.00018364417,0.9930764,0.00050835236,0.000044066546,0.0000048465768,0.00089081086,0.00013962602,0.0012372152,0.00073905155,0.000044819895,0.0000508029],"about_ca_topic_score_codex":0.000113033406,"about_ca_topic_score_gemma":0.000011521223,"teacher_disagreement_score":0.04991776,"about_ca_system_score_codex":0.000021711718,"about_ca_system_score_gemma":0.000028483706,"threshold_uncertainty_score":0.25000575},"labels":[],"label_agreement":null},{"id":"W7118089767","doi":"10.1093/geroni/igaf122.3220","title":"Relationships Among Symptoms, Self-Care, and Quality of Life in Individuals With Multimorbidity","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Multimorbidity; Quality of life (healthcare); Cohort; Association (psychology); Cohort study; Confidence interval; Multiple Chronic Conditions; Heart failure; Social support","score_opus":0.05114716661949656,"score_gpt":0.3278922495188848,"score_spread":0.27674508289938826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118089767","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99574214,0.000072405935,0.00036198637,0.0011275504,0.000024249492,0.00042043405,0.000001655086,0.000033923876,0.0022156711],"genre_scores_gemma":[0.99401116,0.0000086275295,0.00566941,0.00015991283,0.000008089454,0.000033029744,0.000035540892,0.0000041197904,0.00007011771],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991232,0.00007605451,0.0004451414,0.00013914007,0.00012745474,0.000089005924],"domain_scores_gemma":[0.99955255,0.00010919303,0.000103838756,0.00012015627,0.000098812925,0.000015437523],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007609123,0.00006883335,0.00018385623,0.00065374764,0.000029486637,0.000009162794,0.000021720196,0.00004654453,0.0000047882413],"category_scores_gemma":[0.00023609748,0.00006058053,0.000007845459,0.0013651899,0.000031876203,0.00010248822,0.000026286205,0.00015287848,7.1804175e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012304159,0.0000726542,0.9886291,0.0002271362,0.00003528357,0.0000012097171,0.0013057009,0.000018659706,0.000032432068,0.008614549,0.000075135315,0.00097584934],"study_design_scores_gemma":[0.002113515,0.000022302376,0.99553406,0.00034505496,0.000016701932,1.2890497e-7,0.0008851571,0.000096175885,0.00012794112,0.000115149174,0.0006951234,0.00004870013],"about_ca_topic_score_codex":0.00037023754,"about_ca_topic_score_gemma":0.00031052515,"teacher_disagreement_score":0.008499401,"about_ca_system_score_codex":0.00007832496,"about_ca_system_score_gemma":0.00007000822,"threshold_uncertainty_score":0.24704023},"labels":[],"label_agreement":null},{"id":"W7118090420","doi":"10.1093/geroni/igaf122.2661","title":"Facilitators and Barriers to Implementing VR in Dementia Care Training for Formal Caregivers: A Scoping Review","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Dementia; Empathy; Psychological intervention; Virtual reality; Headset; Inclusion (mineral); Population; Quality of life (healthcare)","score_opus":0.037069295236958566,"score_gpt":0.3998921244419069,"score_spread":0.36282282920494835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118090420","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9790772,0.004046088,0.007918932,0.0018866734,0.000076047705,0.003141176,0.000009686906,0.000026745756,0.0038174589],"genre_scores_gemma":[0.9962586,0.00011996551,0.0011807423,0.001941088,0.000013758629,0.00039690826,0.000038812665,0.0000069705447,0.000043161304],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99866486,0.000030614778,0.0004990691,0.0002400561,0.00016396165,0.00040141537],"domain_scores_gemma":[0.99949676,0.00006218293,0.000054735694,0.0000800204,0.00025503937,0.000051236966],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011561471,0.000096149306,0.00021500795,0.00086585304,0.000116432115,0.00003251202,0.000046716872,0.000024615623,0.000061682906],"category_scores_gemma":[0.0007370619,0.000103955994,0.000023917284,0.0014897406,0.000019272227,0.00020003969,0.00008220204,0.00011172121,6.066311e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000058275822,0.000008334001,0.7118438,0.012369715,0.000049071044,0.00000900286,0.010405182,0.0000032689845,0.0010118155,0.0010107004,0.00013706986,0.26309377],"study_design_scores_gemma":[0.016963407,0.00063376635,0.3382111,0.33599028,0.00029219798,0.000010927143,0.28259018,0.00059262523,0.007825903,0.00050892966,0.015521484,0.00085923873],"about_ca_topic_score_codex":0.00004149947,"about_ca_topic_score_gemma":0.000121164994,"teacher_disagreement_score":0.37363273,"about_ca_system_score_codex":0.00012678208,"about_ca_system_score_gemma":0.0003149213,"threshold_uncertainty_score":0.42392024},"labels":[],"label_agreement":null},{"id":"W7118090564","doi":"10.1093/geroni/igaf122.905","title":"Unraveling the Underlying Mechanisms of Loneliness, Social Isolation, and Cognitive Decline: A Systematic Review","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Loneliness; Psychosocial; PsycINFO; Social isolation; Cognition; Social cognition; Mediation; Psychological intervention","score_opus":0.04059887024199767,"score_gpt":0.38541633409019155,"score_spread":0.3448174638481939,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118090564","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2993308,0.0068652336,0.66792655,0.019004177,0.0001193062,0.003777106,0.000004485089,0.000043271186,0.0029290398],"genre_scores_gemma":[0.9959304,0.00018087756,0.00020901243,0.0034270736,0.000012957756,0.00009112603,0.000018714869,0.0000054253396,0.00012445157],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9987957,0.00009755067,0.0006337801,0.00012472659,0.0002369454,0.000111288246],"domain_scores_gemma":[0.99874926,0.00022545297,0.00018267935,0.00006498091,0.00076979795,0.000007827215],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017008069,0.00007316793,0.00027035488,0.00031391552,0.00010126997,0.000021986925,0.0000449217,0.000029318318,0.000018738208],"category_scores_gemma":[0.0011171041,0.00005353156,0.00002265145,0.0016883268,0.000046067868,0.00006724532,0.00005693774,0.0001398722,0.0000013976925],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017889733,0.00031742093,0.14275928,0.64172155,0.0006204368,0.000021727108,0.0024936416,0.0000027450976,0.01962232,0.17506051,0.0001952395,0.017006263],"study_design_scores_gemma":[0.005576464,0.00014271025,0.35278895,0.5574035,0.0015725745,0.000034085162,0.0127693685,0.00694414,0.007402859,0.055000685,0.000021268668,0.00034338149],"about_ca_topic_score_codex":0.0000129412065,"about_ca_topic_score_gemma":0.0000036690979,"teacher_disagreement_score":0.69659954,"about_ca_system_score_codex":0.00002805469,"about_ca_system_score_gemma":0.000106221654,"threshold_uncertainty_score":0.21829535},"labels":[],"label_agreement":null},{"id":"W7118091073","doi":"10.1093/geroni/igaf122.126","title":"Improving diet, self-rated health, &amp; BMI for older adults with a student-led health education intervention","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Optimism, Hope, and Well-being","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Economic shortage; Feeling; Intervention (counseling); Sample (material); Body mass index; Population; Physical activity; Health education","score_opus":0.011502810421475381,"score_gpt":0.37253828501789504,"score_spread":0.36103547459641966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118091073","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8546121,0.00052644126,0.1286,0.008657567,0.0023034264,0.002534542,0.0000050986423,0.0002769217,0.0024838976],"genre_scores_gemma":[0.9889484,0.000012498341,0.0049481154,0.0031255914,0.00012406828,0.000547796,0.00027560792,0.000031000593,0.001986922],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99796635,0.00015330367,0.00091726583,0.0004504671,0.00013367925,0.00037892294],"domain_scores_gemma":[0.9987112,0.00007467691,0.0005510383,0.00027460346,0.00035380048,0.000034674038],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012266365,0.00017053312,0.00024992073,0.0008415958,0.00020122381,0.00008271022,0.000139072,0.00007732089,0.000032335003],"category_scores_gemma":[0.00004901052,0.00016136655,0.00003544432,0.0018395722,0.000016121976,0.0002052063,0.000031488802,0.00023369826,0.000010101158],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008347653,0.002428238,0.07074065,0.0020919417,0.00021692105,0.0000013812194,0.087682314,0.00014931586,0.00008856041,0.032414738,0.01301021,0.79034096],"study_design_scores_gemma":[0.040011484,0.002437546,0.7530644,0.018231448,0.00011653182,0.00002819102,0.13445276,0.006859997,0.0004132312,0.0049166204,0.037417088,0.00205071],"about_ca_topic_score_codex":0.0020464594,"about_ca_topic_score_gemma":0.0005960927,"teacher_disagreement_score":0.78829026,"about_ca_system_score_codex":0.00041613152,"about_ca_system_score_gemma":0.00039693728,"threshold_uncertainty_score":0.65803367},"labels":[],"label_agreement":null},{"id":"W7118091264","doi":"10.1093/geroni/igaf122.3733","title":"Cognitive Reserve and Gait Decline Across the Parkinson’s Spectrum: Evidence from PPMI Longitudinal Cohorts","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cognitive reserve; Gait; Cognitive decline; Biopsychosocial model; Hyposmia; Cognition; Psychological intervention","score_opus":0.047447374270121856,"score_gpt":0.3611821296933979,"score_spread":0.31373475542327606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118091264","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9879744,0.0017797623,0.0017431425,0.0075484253,0.00014524459,0.0003828237,0.000027688204,0.00003521532,0.00036330588],"genre_scores_gemma":[0.99785596,0.0001574719,0.00022418624,0.001344452,0.00007583428,0.00006899833,0.000052531923,0.000009577106,0.00021096724],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998824,0.000047201524,0.00034755547,0.00034800512,0.00021982558,0.00021340486],"domain_scores_gemma":[0.9991894,0.00031121794,0.00011288298,0.00019454883,0.00016003069,0.000031923948],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050110737,0.00013408336,0.0002058757,0.00016182264,0.00017242378,0.000069438625,0.00007055686,0.000048982016,0.00004459056],"category_scores_gemma":[0.0004893548,0.000101980964,0.000024629648,0.0010252726,0.00007292961,0.00014640085,0.00012456127,0.000188727,0.00000859963],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021793516,0.00007478929,0.9903403,0.000027893708,0.00009920719,0.00012504656,0.00044498837,0.000002464999,0.0003301839,0.000482683,0.00016794006,0.0076865633],"study_design_scores_gemma":[0.0016044716,0.000036606834,0.9865132,0.0014069926,0.00007775695,0.000007919939,0.00043838576,0.00047834672,0.0039030039,0.0040160096,0.0014332639,0.00008406047],"about_ca_topic_score_codex":0.003667535,"about_ca_topic_score_gemma":0.0020409387,"teacher_disagreement_score":0.009881589,"about_ca_system_score_codex":0.00012657791,"about_ca_system_score_gemma":0.00013297015,"threshold_uncertainty_score":0.55442405},"labels":[],"label_agreement":null},{"id":"W7118091318","doi":"10.1093/geroni/igaf122.1685","title":"Conceptualizing Daily Dynamics of Social Connection in an Adult Lifespan Sample","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Closeness; Feeling; Connection (principal bundle); Construct (python library); Social relation; Sample (material); Social engagement; Social network (sociolinguistics)","score_opus":0.03912706328192364,"score_gpt":0.38739399194844787,"score_spread":0.3482669286665242,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118091318","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9824125,0.000010084022,0.0028355524,0.009378602,0.00042034846,0.00013281213,0.000006946387,0.00002907314,0.004774052],"genre_scores_gemma":[0.9971906,0.0000059328504,0.00026673762,0.002335485,0.0000706843,0.0000107087535,0.000031854375,0.0000033905703,0.00008461556],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9989868,0.00013494794,0.00044691362,0.000111025845,0.00012542008,0.00019492721],"domain_scores_gemma":[0.9993971,0.00020893512,0.00012034966,0.000049678358,0.00021146265,0.000012459212],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008974579,0.00004615189,0.00012381133,0.0003581184,0.00019044183,0.000032789972,0.000085366395,0.00007446848,0.000033597807],"category_scores_gemma":[0.00093005865,0.00005669248,0.0000115493995,0.0018550114,0.000084341926,0.00024264099,0.000015918942,0.000117687356,4.716193e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003504835,0.000011579046,0.40071276,0.000029325192,8.9025133e-7,1.4731208e-7,0.01207008,0.000025078587,0.000007530969,0.583333,0.000045828336,0.0037602778],"study_design_scores_gemma":[0.00085027784,0.000012398474,0.72782993,0.00024763687,0.0000027951426,5.1424347e-8,0.22741316,0.0047955844,0.00007020151,0.03406008,0.0045575877,0.00016027749],"about_ca_topic_score_codex":0.027238825,"about_ca_topic_score_gemma":0.08290869,"teacher_disagreement_score":0.5492729,"about_ca_system_score_codex":0.00031183386,"about_ca_system_score_gemma":0.0002403413,"threshold_uncertainty_score":0.97923887},"labels":[],"label_agreement":null},{"id":"W7118091329","doi":"10.1093/geroni/igaf122.3455","title":"Development of a fall prediction risk using multidimensional data from the Canadian Longitudinal Study on Aging","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Logistic regression; Longitudinal study; Predictive value; Stepwise regression; Reliability (semiconductor); Poison control; Injury prevention; Human factors and ergonomics; Predictive modelling","score_opus":0.15531663362296155,"score_gpt":0.4291965602700951,"score_spread":0.27387992664713356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118091329","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.993446,0.000027542723,0.004147799,0.00031779555,0.00079037197,0.00065933075,0.00010214133,0.000025876403,0.0004831318],"genre_scores_gemma":[0.9950322,0.0000024409753,0.004054269,0.0003309198,0.00010184861,0.00003311418,0.00037915088,0.000008731708,0.000057339454],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99802995,0.00031562845,0.0008616635,0.00031079582,0.00024567847,0.00023628044],"domain_scores_gemma":[0.9987131,0.0002793872,0.00035432106,0.0004144309,0.00021708888,0.00002167679],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023605025,0.00010470769,0.00014778279,0.00043658566,0.00096387195,0.000012105741,0.00022104284,0.000079695266,0.000008373273],"category_scores_gemma":[0.00027129668,0.0000896408,0.000010411847,0.0010961391,0.000022902017,0.00015957592,0.00016821711,0.0005506745,0.000009654047],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015407077,0.0001402001,0.99027,0.000019444715,0.00004606745,0.0000011479187,0.0047266935,0.00004279631,0.0011094467,0.0007138703,0.0003829847,0.0025319483],"study_design_scores_gemma":[0.000948626,0.0000058671026,0.9828605,0.0007594972,0.000018612149,8.6959645e-8,0.0046253907,0.009104719,0.00000828398,0.0002683517,0.0013341169,0.00006591685],"about_ca_topic_score_codex":0.14529753,"about_ca_topic_score_gemma":0.48179635,"teacher_disagreement_score":0.33649883,"about_ca_system_score_codex":0.00049018045,"about_ca_system_score_gemma":0.0009904538,"threshold_uncertainty_score":0.860394},"labels":[],"label_agreement":null},{"id":"W7118091580","doi":"10.1093/geroni/igaf122.023","title":"Assessing Cognitive and Gut Health in North Carolina’s Rural Indigenous Population via Mobile Clinic","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Microbiome; Cognition; Protocol (science); Health care; Population; Metagenomics; Disease","score_opus":0.016571904847794857,"score_gpt":0.3618323821384084,"score_spread":0.34526047729061354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118091580","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99754775,0.0004572583,0.0011862451,0.000258724,0.00011479146,0.00033020828,0.000004295492,0.000007711865,0.00009302832],"genre_scores_gemma":[0.9974678,0.0000974533,0.00024657138,0.0015363737,0.000039285045,0.000021269903,0.0005425431,0.0000073192605,0.000041356565],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990561,0.000066910805,0.0004489194,0.00019562185,0.00003731249,0.0001951148],"domain_scores_gemma":[0.99967057,0.000013820276,0.00014556738,0.00007849035,0.000076610886,0.000014920565],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039108162,0.000083599356,0.00013395314,0.00031955296,0.000089156456,0.000027386415,0.000038504208,0.00007787379,0.000002165272],"category_scores_gemma":[0.000038029735,0.00009561305,0.000010523975,0.0007002723,0.000020404255,0.000013198033,0.00003834977,0.00014369316,9.614434e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015020121,0.00003685712,0.93928164,0.000069690905,0.0000052165674,7.9551245e-7,0.0006460164,0.000030986626,0.019920673,0.000025893973,0.000022253851,0.03994497],"study_design_scores_gemma":[0.00057944085,0.0000499783,0.9976716,0.000118140175,0.0000017271469,0.0000030643262,0.0005819505,0.00005605093,0.0005858591,0.000101082354,0.00016722719,0.000083856015],"about_ca_topic_score_codex":0.0008832098,"about_ca_topic_score_gemma":0.0023488211,"teacher_disagreement_score":0.05839,"about_ca_system_score_codex":0.00007284648,"about_ca_system_score_gemma":0.00019210718,"threshold_uncertainty_score":0.38989872},"labels":[],"label_agreement":null},{"id":"W7118091724","doi":"10.1093/geroni/igaf122.3743","title":"Daily stressor exposure and subjective memory: Age moderation and within-person variation across days and years","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Stress Responses and Cortisol","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Stressor; Moderation; Multilevel model; Demographics; Depressive symptoms; Cognition; Young adult","score_opus":0.02839418601841308,"score_gpt":0.29981739659888995,"score_spread":0.27142321058047686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118091724","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9964744,0.00009256139,0.0025420713,0.00030914307,0.0001165653,0.00017512644,0.000008987862,0.000028559678,0.00025258644],"genre_scores_gemma":[0.99918187,0.00005239487,0.00017829044,0.00035479906,0.000016895827,0.000021229936,0.0000035215635,0.0000062369195,0.00018475876],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99922186,0.000067110406,0.00019482497,0.0002920787,0.00010848529,0.00011561727],"domain_scores_gemma":[0.9996518,0.00011796828,0.000093494724,0.00008396795,0.000040275954,0.000012486918],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011879046,0.00008090702,0.00009127561,0.00020570178,0.00014670119,0.00020306978,0.000036600206,0.000047831232,0.0000017460171],"category_scores_gemma":[0.00029718768,0.00008709674,0.000004615219,0.00062549807,0.00005920646,0.0003097799,0.000040825496,0.00011636862,2.457099e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002879264,0.000045747503,0.08818897,0.00009698452,0.000011073336,0.0000527414,0.04406364,0.0006066868,0.7015659,0.03554552,0.000025671628,0.12950914],"study_design_scores_gemma":[0.0012281508,0.000050214338,0.91838473,0.00012334333,0.0000057579805,0.000009883242,0.0030730597,0.020461274,0.05345526,0.00301528,0.00003292459,0.00016012655],"about_ca_topic_score_codex":0.000099086064,"about_ca_topic_score_gemma":0.00007464185,"teacher_disagreement_score":0.8301958,"about_ca_system_score_codex":0.000028139253,"about_ca_system_score_gemma":0.000023013234,"threshold_uncertainty_score":0.35517022},"labels":[],"label_agreement":null},{"id":"W7118091927","doi":"10.1093/geroni/igaf122.3692","title":"A Seal That Heals: Resident &amp; Staff Perspectives on PARO in a Long-Term Care Home","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Social Robot Interaction and HRI","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Dementia; Limiting; Staffing; Thematic analysis; Reflexivity; Resource (disambiguation); Cognition","score_opus":0.057018375876030064,"score_gpt":0.4295038654797796,"score_spread":0.3724854896037495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118091927","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96235734,0.00038430042,0.0004917177,0.0038273218,0.0011497041,0.00024048417,0.0000031913075,0.00006504083,0.03148092],"genre_scores_gemma":[0.9963102,0.000020201947,0.00003783555,0.0008471914,0.0000907126,0.00007961671,0.000026033133,0.000011142147,0.0025770897],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988762,0.00012978942,0.00034611902,0.00029856656,0.00014018423,0.00020915455],"domain_scores_gemma":[0.9994157,0.00013029476,0.00010909844,0.00019675314,0.00013464563,0.000013509514],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025016544,0.000107237094,0.00015538457,0.0011022511,0.00006546251,0.00005722925,0.00010113888,0.000088396606,0.00056625984],"category_scores_gemma":[0.0000947741,0.0001206672,0.000028228596,0.0014565018,0.000030642143,0.00010598592,0.000028502674,0.0003555345,0.00008089626],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019247357,0.00019154265,0.70301074,0.000045289325,0.00003273604,0.000031320447,0.17229144,0.000055951732,0.00015406898,0.11057,0.0031373245,0.010287096],"study_design_scores_gemma":[0.0009115556,0.000026383319,0.8902578,0.00036135022,0.000002585363,0.0000016333679,0.10602108,0.0000028138622,0.00008421601,0.0007858208,0.0014220215,0.00012278323],"about_ca_topic_score_codex":0.00062866136,"about_ca_topic_score_gemma":0.002320912,"teacher_disagreement_score":0.18724701,"about_ca_system_score_codex":0.00052950496,"about_ca_system_score_gemma":0.000060624232,"threshold_uncertainty_score":0.62001485},"labels":[],"label_agreement":null},{"id":"W7118092264","doi":"10.1093/geroni/igaf122.1076","title":"Effects of APOE Alleles and Productive Aging Activities on Cognitive Health Among Older Hispanics","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Cognitive Abilities and Testing","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cognition; Health and Retirement Study; Cognitive decline; Context (archaeology); Quarter (Canadian coin); Overtime; Longevity; Longitudinal study","score_opus":0.019259131194479077,"score_gpt":0.332996509513992,"score_spread":0.3137373783195129,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118092264","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.991623,0.00045188065,0.0015970843,0.00072517886,0.00029013064,0.00055070827,0.0000045637375,0.00004296452,0.00471449],"genre_scores_gemma":[0.9986602,0.000013556346,0.00008935496,0.0007537408,0.00004885722,0.0000879637,0.000009401696,0.000012650737,0.00032426015],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99882287,0.0001543078,0.00037739106,0.00032666046,0.00009748189,0.0002213181],"domain_scores_gemma":[0.99812853,0.0013457638,0.00023557724,0.00009312653,0.00018436744,0.000012601934],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051677186,0.00012631435,0.00022313633,0.00058837887,0.00009253964,0.000019735246,0.000044472352,0.00004326713,0.000014961168],"category_scores_gemma":[0.0006847229,0.00013612649,0.000016049931,0.0010412291,0.00012997701,0.00012483401,0.000050485665,0.00024331357,8.280686e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008933592,0.00035300996,0.5013581,0.0013647217,0.00015619177,0.000010744775,0.053845625,0.000010573412,0.00094491505,0.054988794,0.00042687397,0.38645115],"study_design_scores_gemma":[0.001425233,0.00010682085,0.9640592,0.002885104,0.000013655037,0.0000018094986,0.022080427,0.00007131269,0.006986834,0.0021040489,0.00010004297,0.0001655385],"about_ca_topic_score_codex":0.0003151818,"about_ca_topic_score_gemma":0.00004644563,"teacher_disagreement_score":0.4627011,"about_ca_system_score_codex":0.00007687933,"about_ca_system_score_gemma":0.00005712014,"threshold_uncertainty_score":0.5551077},"labels":[],"label_agreement":null},{"id":"W7118092460","doi":"10.1093/geroni/igaf122.1802","title":"SMART Brain: Study of Menopause and Resistance Training on Brain Health","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Menopause: Health Impacts and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Dementia; Cognition; Psychological intervention; Cognitive training; Randomized controlled trial; Neuropsychology; Intervention (counseling); Cognitive flexibility","score_opus":0.06963305815537836,"score_gpt":0.3934951051370303,"score_spread":0.32386204698165194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118092460","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93202055,0.00015866586,0.00007570782,0.063131005,0.00009187104,0.00071155216,0.0000025719767,0.00002491801,0.0037831913],"genre_scores_gemma":[0.9829724,0.000009033948,0.00040953016,0.015470797,0.000017273125,0.000025024628,0.0000109347975,0.000009620299,0.0010754083],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99869686,0.00007827281,0.00062201143,0.00021460048,0.00018009874,0.00020815284],"domain_scores_gemma":[0.9992249,0.00025812618,0.00019805077,0.00019222726,0.000082410384,0.000044265063],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010181936,0.000101466365,0.00029784132,0.00064449315,0.000086789594,0.000011433258,0.000031077383,0.00003815199,0.0000072867574],"category_scores_gemma":[0.0005123066,0.000091975264,0.0000020919144,0.0013002843,0.000020662375,0.000057216308,0.00001578753,0.00019547892,6.9816866e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029766392,0.0048428215,0.55544037,0.0048423945,0.000555424,0.00021950797,0.108730115,0.000036962963,0.019094324,0.12897453,0.03398551,0.14030142],"study_design_scores_gemma":[0.02085091,0.0047494085,0.9497792,0.0035578115,0.000029084606,0.0000066444386,0.0065060747,0.00005627282,0.00037939713,0.0023932748,0.011510381,0.00018152938],"about_ca_topic_score_codex":0.00022805808,"about_ca_topic_score_gemma":0.00026802268,"teacher_disagreement_score":0.39433885,"about_ca_system_score_codex":0.0001602352,"about_ca_system_score_gemma":0.00023095176,"threshold_uncertainty_score":0.37506422},"labels":[],"label_agreement":null},{"id":"W7118092829","doi":"10.1093/geroni/igaf122.3772","title":"Feasibility of an Intergenerational Program Supporting Healthy Aging for People Living With Traumatic Brain Injury","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières; Innovation and Economic Development Trois Rivières; Université Laval","funders":"","keywords":"Dyad; Flexibility (engineering); Traumatic brain injury; Population; Independent living; Limiting; Promotion (chess); Health promotion","score_opus":0.09510370513687266,"score_gpt":0.45392665001108273,"score_spread":0.35882294487421007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118092829","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96644205,0.000009675862,0.024651093,0.006418396,0.00009186212,0.0019371624,0.000007993867,0.000096517055,0.00034523493],"genre_scores_gemma":[0.95718026,3.9913772e-7,0.04134957,0.00077095354,0.000059829366,0.00039671024,0.000094193456,0.000021394844,0.00012666089],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976785,0.000117960575,0.0011638472,0.0003449932,0.00034663413,0.00034804016],"domain_scores_gemma":[0.998153,0.0005756434,0.0003031126,0.0003174423,0.0006054483,0.00004537999],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033936512,0.00013975531,0.00036804035,0.0009684947,0.0001072593,0.000047147885,0.00012043002,0.00006323269,0.000050391027],"category_scores_gemma":[0.0018146975,0.00013152171,0.000037308346,0.0024836324,0.000069360605,0.00026780527,0.000041172654,0.00027541767,5.525267e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028893608,0.0009227831,0.87079924,0.0037014326,0.0000652309,0.0000017997498,0.0060055577,0.000104038605,0.0076882835,0.00970078,0.00044029625,0.100281596],"study_design_scores_gemma":[0.0034474216,0.0012735772,0.92883486,0.0034013898,0.000029110724,0.000018613395,0.006128938,0.049735025,0.0047262977,0.0020261924,0.0001163855,0.00026221486],"about_ca_topic_score_codex":0.00007171037,"about_ca_topic_score_gemma":0.00022704968,"teacher_disagreement_score":0.10001938,"about_ca_system_score_codex":0.00024092892,"about_ca_system_score_gemma":0.00060592877,"threshold_uncertainty_score":0.5363299},"labels":[],"label_agreement":null},{"id":"W7118092915","doi":"10.1093/geroni/igaf122.776","title":"Overcoming the Epistemic Injustices Experienced by Older Adults in Health Innovations: How and What Can This Lead to?","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Assistive Technology in Communication and Mobility","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières; Innovation and Economic Development Trois Rivières","funders":"","keywords":"Agency (philosophy); Inclusion (mineral); Participatory action research; Politics; Citizen journalism; Presentation (obstetrics); Sense of agency","score_opus":0.04659711610857619,"score_gpt":0.424419991989675,"score_spread":0.3778228758810988,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118092915","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79579616,0.0006873484,0.0024428826,0.19931649,0.00028264316,0.0010040023,0.0000040315726,0.000076798264,0.00038965512],"genre_scores_gemma":[0.9801364,0.00024655907,0.0006768906,0.017688746,0.000012111897,0.000735072,0.000024133427,0.0000076280585,0.0004724904],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980499,0.00041544772,0.0008395724,0.00028863706,0.00011309183,0.00029332624],"domain_scores_gemma":[0.9981313,0.00075519,0.0003507688,0.00046941714,0.00027660272,0.000016756794],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021606064,0.00011771792,0.00019922014,0.00069480616,0.00061920966,0.000048470272,0.0002896342,0.00013389716,0.000021799493],"category_scores_gemma":[0.0014292292,0.00010230239,0.000007643391,0.0036846492,0.00014143634,0.00036420734,0.00024968962,0.00082628103,0.000002617985],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046352474,0.00010337902,0.69964176,0.00048214494,0.000010273709,4.8638645e-7,0.06358044,0.00000527384,0.0011785349,0.07284987,0.008736137,0.15336533],"study_design_scores_gemma":[0.0020587216,0.00003432772,0.55914086,0.007409873,0.0000034187015,5.7837127e-7,0.40423968,0.0010458106,0.00043465575,0.0023554005,0.022983732,0.0002929376],"about_ca_topic_score_codex":0.0010289708,"about_ca_topic_score_gemma":0.0021833237,"teacher_disagreement_score":0.34065923,"about_ca_system_score_codex":0.0005031355,"about_ca_system_score_gemma":0.0002799942,"threshold_uncertainty_score":0.4762523},"labels":[],"label_agreement":null},{"id":"W7118093016","doi":"10.1093/geroni/igaf122.4194","title":"Sleep Quality as a Modifier of Plasma pTau217 and GFAP Associations with Cognitive Function","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Sleep and related disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pittsburgh Sleep Quality Index; Montreal Cognitive Assessment; Cognition; Effects of sleep deprivation on cognitive performance; Sleep (system call); Sleep quality; Glial fibrillary acidic protein; Hippocampus","score_opus":0.02564333166721243,"score_gpt":0.34325814752474043,"score_spread":0.317614815857528,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118093016","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9223772,0.00007895056,0.0074862703,0.00059182895,0.00026455376,0.00015878721,0.0000056467807,0.000028289567,0.06900847],"genre_scores_gemma":[0.9987659,0.0000025955258,0.000049632185,0.00046517636,0.000010211855,0.000032175285,0.000036115165,0.0000055953687,0.0006325983],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992172,0.00007731697,0.0003408307,0.00016458602,0.00009356462,0.000106479085],"domain_scores_gemma":[0.99931943,0.00019532912,0.00018416521,0.000076147124,0.00021733175,0.000007579517],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035855413,0.0000682549,0.00011339038,0.00045246925,0.00006102268,0.000011800707,0.000029038145,0.000106314095,0.00007057315],"category_scores_gemma":[0.00013696558,0.00006485297,0.000010880966,0.001497957,0.00005604599,0.000080260856,0.000012408058,0.00017407633,0.000009396034],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032968068,0.00027694166,0.5616249,0.000025823705,0.00069453527,0.0000022590314,0.0072174496,0.00015403848,0.00045894287,0.37055328,0.0002486515,0.058413524],"study_design_scores_gemma":[0.005423449,0.00008045716,0.96529,0.00014916528,0.00012994713,0.0000016945106,0.016228246,0.00050895073,0.00038517395,0.011352673,0.00027789935,0.00017236247],"about_ca_topic_score_codex":0.00035618027,"about_ca_topic_score_gemma":0.000060579685,"teacher_disagreement_score":0.4036651,"about_ca_system_score_codex":0.00002655488,"about_ca_system_score_gemma":0.000026949432,"threshold_uncertainty_score":0.2644627},"labels":[],"label_agreement":null},{"id":"W7118093123","doi":"10.1093/geroni/igaf122.623","title":"Using a Structured Environmental Assessment Tool of Inform Change Under Constraints: Action Marguerite","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Research Manitoba","funders":"","keywords":"Usability; Identification (biology); Psychological intervention; Action (physics); Process (computing); Scale (ratio); Session (web analytics)","score_opus":0.10815492016883235,"score_gpt":0.4502007683999188,"score_spread":0.3420458482310864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118093123","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9854482,0.000020518322,0.01013968,0.0005575576,0.0011915003,0.00044999912,0.000015649182,0.000025067558,0.0021518453],"genre_scores_gemma":[0.9972979,0.000008806332,0.0018956586,0.0005208938,0.000081651524,0.000032221928,0.000060441434,0.0000063182715,0.00009610892],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989213,0.000060260103,0.0005865573,0.000116551244,0.00013897163,0.0001764058],"domain_scores_gemma":[0.9994847,0.00006790154,0.00026485499,0.00011627828,0.000058089798,0.000008163907],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003752054,0.00008070378,0.00014554059,0.0005599032,0.0001456749,0.0000068786762,0.000048046662,0.00010068827,0.00021865168],"category_scores_gemma":[0.0000245076,0.00008465898,0.000017763165,0.00084889785,0.000048543123,0.00016398505,0.000043242566,0.0002612337,0.0000018124367],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059626585,0.00006978799,0.7296373,0.00057488045,0.00005819434,0.0000016559587,0.009696988,0.00012066509,0.079793535,0.049414482,0.00043750147,0.13013533],"study_design_scores_gemma":[0.0010550545,0.000012526978,0.97060186,0.00043313127,0.000013950685,8.6197844e-7,0.023181725,0.0006806505,0.0005759509,0.0022692604,0.0010658259,0.0001091805],"about_ca_topic_score_codex":0.0002363419,"about_ca_topic_score_gemma":0.000049803366,"teacher_disagreement_score":0.24096453,"about_ca_system_score_codex":0.0005420103,"about_ca_system_score_gemma":0.00016181823,"threshold_uncertainty_score":0.3452293},"labels":[],"label_agreement":null},{"id":"W7118093539","doi":"10.1093/geroni/igaf122.2624","title":"Development of a fall prediction risk using multidimensional data from the Canadian Longitudinal Study on Aging","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Logistic regression; Longitudinal study; Predictive value; Stepwise regression; Reliability (semiconductor); Poison control; Injury prevention; Human factors and ergonomics; Predictive modelling","score_opus":0.15531663362296155,"score_gpt":0.4291965602700951,"score_spread":0.27387992664713356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118093539","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.993446,0.000027542723,0.004147799,0.00031779555,0.00079037197,0.00065933075,0.00010214133,0.000025876403,0.0004831318],"genre_scores_gemma":[0.9950322,0.0000024409753,0.004054269,0.0003309198,0.00010184861,0.00003311418,0.00037915088,0.000008731708,0.000057339454],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99802995,0.00031562845,0.0008616635,0.00031079582,0.00024567847,0.00023628044],"domain_scores_gemma":[0.9987131,0.0002793872,0.00035432106,0.0004144309,0.00021708888,0.00002167679],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023605025,0.00010470769,0.00014778279,0.00043658566,0.00096387195,0.000012105741,0.00022104284,0.000079695266,0.000008373273],"category_scores_gemma":[0.00027129668,0.0000896408,0.000010411847,0.0010961391,0.000022902017,0.00015957592,0.00016821711,0.0005506745,0.000009654047],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015407077,0.0001402001,0.99027,0.000019444715,0.00004606745,0.0000011479187,0.0047266935,0.00004279631,0.0011094467,0.0007138703,0.0003829847,0.0025319483],"study_design_scores_gemma":[0.000948626,0.0000058671026,0.9828605,0.0007594972,0.000018612149,8.6959645e-8,0.0046253907,0.009104719,0.00000828398,0.0002683517,0.0013341169,0.00006591685],"about_ca_topic_score_codex":0.14529753,"about_ca_topic_score_gemma":0.48179635,"teacher_disagreement_score":0.33649883,"about_ca_system_score_codex":0.00049018045,"about_ca_system_score_gemma":0.0009904538,"threshold_uncertainty_score":0.860394},"labels":[],"label_agreement":null},{"id":"W7118094156","doi":"10.1093/geroni/igaf122.3768","title":"Extracting Cognitive SLUMS Scores from Unstructured National Veterans Clinical Notes with AI","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Machine Learning in Healthcare","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cognition; Recall; Montreal Cognitive Assessment; Population; Precision and recall; F1 score; Set (abstract data type)","score_opus":0.04524552342991253,"score_gpt":0.40810948886226106,"score_spread":0.36286396543234856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118094156","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.52541846,0.000023358945,0.46679547,0.0062730834,0.00045492238,0.00013607327,0.000004001171,0.00010465905,0.0007899285],"genre_scores_gemma":[0.9594299,0.0000010343138,0.035952486,0.0044123787,0.00012852905,0.000016470047,0.000033781962,0.0000068241425,0.000018602146],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99826145,0.00018390437,0.0006288076,0.00041854676,0.00032638392,0.00018092815],"domain_scores_gemma":[0.99721074,0.0017178198,0.00023582215,0.00016556669,0.0006512988,0.000018736986],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008869896,0.00011393201,0.00015604377,0.00049833994,0.00013562168,0.0001682887,0.00029948252,0.000076194236,0.000013063047],"category_scores_gemma":[0.0018968993,0.00010887251,0.00001844443,0.0021165665,0.00005209344,0.00045185813,0.00009151713,0.00066396716,0.0000047991334],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019878782,0.000019630756,0.8315086,0.000020254118,0.000017792925,0.000009619477,0.0010701958,0.0007346836,0.000120564975,0.043583278,0.000039043163,0.12285648],"study_design_scores_gemma":[0.0009017013,0.000029840756,0.88777596,0.0006250054,0.0000032178405,0.0000043517034,0.000113043134,0.093925044,0.0004176121,0.015741024,0.00030082435,0.00016240316],"about_ca_topic_score_codex":0.00055493513,"about_ca_topic_score_gemma":0.00015459493,"teacher_disagreement_score":0.4340114,"about_ca_system_score_codex":0.00007454467,"about_ca_system_score_gemma":0.00032378497,"threshold_uncertainty_score":0.44396922},"labels":[],"label_agreement":null},{"id":"W7118094164","doi":"10.1093/geroni/igaf122.3351","title":"Little Old Lady, Me? Modern Cinematic Representations of Older Women and Challenging the Narrative of Decline","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trinity College","funders":"","keywords":"Narrative; Context (archaeology); Mainstream; Older people; Agency (philosophy); Representation (politics)","score_opus":0.0409031081477612,"score_gpt":0.4076538101061176,"score_spread":0.3667507019583564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118094164","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9718171,0.00033333935,0.011386444,0.0059646624,0.000094680385,0.00018671349,0.000001638723,0.000013026321,0.010202441],"genre_scores_gemma":[0.99707437,0.00000450052,0.00015920323,0.00017985793,0.000013259843,0.00007417781,0.0000040201508,0.0000049298687,0.0024856632],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9990338,0.00012376203,0.00043885998,0.00015503206,0.0000992839,0.00014927855],"domain_scores_gemma":[0.9990489,0.00039433283,0.00014129563,0.00023032242,0.00017719867,0.000007957306],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009268571,0.00006029677,0.00016280697,0.00042362604,0.0000672689,0.0000073151514,0.00011133793,0.00004545129,0.00008817742],"category_scores_gemma":[0.00021068734,0.000049015005,0.000011044165,0.001017621,0.0001246556,0.000050499195,0.00006927557,0.00016930155,0.0000010785452],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000058062637,0.0001847155,0.19033879,0.000275795,0.00020184579,0.0000035692688,0.5371257,0.0003753648,0.0017617501,0.25482747,0.00079012744,0.014056831],"study_design_scores_gemma":[0.0029418813,0.00007026104,0.5930984,0.0005907318,0.000019162908,0.000009776536,0.2689193,0.0169785,0.0013633134,0.11570196,0.00010334834,0.000203371],"about_ca_topic_score_codex":0.00013109186,"about_ca_topic_score_gemma":0.000030763393,"teacher_disagreement_score":0.4027596,"about_ca_system_score_codex":0.000021495844,"about_ca_system_score_gemma":0.000026758358,"threshold_uncertainty_score":0.19987738},"labels":[],"label_agreement":null},{"id":"W7118094478","doi":"10.1093/geroni/igaf122.4120","title":"Feasibility of Care Coordination to Reduce Unnecessary Hospitalization For Assisted Living Residents","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Stillwater (Canada)","funders":"","keywords":"Emergency department; Phone; Assisted living; Patient care; Health care; Acute care; Independent living","score_opus":0.02813261794451947,"score_gpt":0.36274533952463267,"score_spread":0.3346127215801132,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118094478","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95345324,0.000055075398,0.038305085,0.0036352277,0.00028531638,0.0011743716,0.0000103919165,0.000034381857,0.0030469066],"genre_scores_gemma":[0.99520427,0.0000010685663,0.0010107938,0.003220722,0.000019338233,0.000069962785,0.00020199765,0.000011501878,0.0002603326],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99899757,0.000039585444,0.00047476374,0.00022131643,0.00014903287,0.000117712596],"domain_scores_gemma":[0.98619866,0.000173171,0.00014288268,0.00014444304,0.013328382,0.000012473541],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00036020973,0.00008487974,0.00017801163,0.0010587026,0.000047920086,0.000012602241,0.00005158508,0.00006056624,0.0000071092554],"category_scores_gemma":[0.0179767,0.00009887608,0.0000300386,0.0025966023,0.000026893882,0.00011088708,0.000031915,0.00008006371,7.04236e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023147823,0.00010937176,0.9259498,0.0010376669,0.000033672153,0.0000015107923,0.0030681763,0.00006566736,0.045894872,0.00716327,0.002977645,0.0134668825],"study_design_scores_gemma":[0.0009939166,0.000082081264,0.9599512,0.002469249,0.000026724527,5.962751e-7,0.012290547,0.00023722393,0.023241466,0.000540688,0.00007836544,0.00008794476],"about_ca_topic_score_codex":0.00006846625,"about_ca_topic_score_gemma":0.00003720285,"teacher_disagreement_score":0.04175104,"about_ca_system_score_codex":0.00033712565,"about_ca_system_score_gemma":0.00014661386,"threshold_uncertainty_score":0.9902953},"labels":[],"label_agreement":null},{"id":"W7118094551","doi":"10.1093/geroni/igaf122.2408","title":"Prevalence and Correlates of Cognitive Impairment No Dementia (CIND) Status: The Midlife in the United States Study.","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Dementia; Logistic regression; Neuropsychology; Cognition; Multinomial logistic regression; Cognitive impairment; Odds; Odds ratio","score_opus":0.01928756476806932,"score_gpt":0.34144953311320725,"score_spread":0.32216196834513794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118094551","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99565214,0.00023630621,0.00021124366,0.0010854865,0.000048947142,0.0015777292,0.000006619968,0.000009689831,0.0011718271],"genre_scores_gemma":[0.9983289,0.00016980898,0.000015401525,0.001092357,0.000009746501,0.0001475757,0.00005217555,0.0000051422853,0.00017886859],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99851286,0.00024660825,0.0004830467,0.00018309681,0.00034333792,0.00023102589],"domain_scores_gemma":[0.9986689,0.00058082247,0.00011082812,0.0001253118,0.0005005045,0.000013650139],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017548467,0.00010068091,0.0001349235,0.0007015479,0.0000757401,0.000037901154,0.000091070644,0.00002362971,0.000068382404],"category_scores_gemma":[0.0004711824,0.00006269743,0.00001339856,0.0025751146,0.00012479958,0.000079857746,0.00008457046,0.00026804538,0.0000028540296],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001718215,0.0005381814,0.9893573,0.00016926925,0.00009517943,0.000010351623,0.007237323,0.000007789438,0.000088534725,0.00030790432,0.00012399137,0.0018923754],"study_design_scores_gemma":[0.0026960566,0.00036436808,0.96474534,0.0008347547,0.000075085525,0.0000015479188,0.02944365,0.001124374,0.00027138487,0.00030016387,0.000090887974,0.000052385225],"about_ca_topic_score_codex":0.0003517038,"about_ca_topic_score_gemma":0.000037361402,"teacher_disagreement_score":0.024611937,"about_ca_system_score_codex":0.00004158722,"about_ca_system_score_gemma":0.000096906646,"threshold_uncertainty_score":0.2556727},"labels":[],"label_agreement":null},{"id":"W7118095349","doi":"10.1093/geroni/igaf122.632","title":"Joy at a Vancouver LTSS Facility: Implications for Staff Retention","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Mentorship; Dignity; Feeling; Burnout; Psychological resilience; Professional development; Organizational culture; Employee retention; Focus group; Employee engagement","score_opus":0.06767913357767155,"score_gpt":0.42000653907869195,"score_spread":0.3523274055010204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118095349","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89903104,0.00008417297,0.0690876,0.01316669,0.0038386758,0.0015726298,0.00011915484,0.00018649329,0.012913514],"genre_scores_gemma":[0.98337245,0.0000067095516,0.000854312,0.00058831926,0.00009347725,0.0004247632,0.00025186522,0.000007932042,0.014400181],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99879694,0.00006511491,0.00060389744,0.00021788359,0.00006872596,0.0002474275],"domain_scores_gemma":[0.9989108,0.00024195341,0.0001725022,0.00022306788,0.0004386445,0.000013040775],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006446281,0.00007702666,0.00013373504,0.0005016349,0.00048801498,0.000009034892,0.00007404707,0.00010408132,0.00006214429],"category_scores_gemma":[0.00028892342,0.000081268256,0.000030040956,0.0016496674,0.000017865286,0.00010526475,0.000050177936,0.00017511366,0.000018449024],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013627367,0.00010475062,0.22086853,0.0006781973,0.000031570467,3.386805e-7,0.008215372,0.00003793514,0.008048148,0.062774055,0.6232732,0.07583163],"study_design_scores_gemma":[0.002924009,0.000043767795,0.34978405,0.00054252025,0.000035838817,3.3564103e-7,0.013879947,0.00025420365,0.000547438,0.06187476,0.5698153,0.0002978613],"about_ca_topic_score_codex":0.00013203263,"about_ca_topic_score_gemma":0.0008750469,"teacher_disagreement_score":0.12891553,"about_ca_system_score_codex":0.00052589923,"about_ca_system_score_gemma":0.00017123886,"threshold_uncertainty_score":0.3753466},"labels":[],"label_agreement":null},{"id":"W7118095405","doi":"10.1093/geroni/igaf122.3161","title":"Evaluating Cognitive Screening Tools for Older Adults in Ambulatory Care Settings","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dementia; Ambulatory; Memory clinic; Cognition; Ambulatory care; Population; Health care; Cognitive impairment","score_opus":0.046259501398503274,"score_gpt":0.41826949417944465,"score_spread":0.3720099927809414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118095405","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98213375,0.00016082184,0.011824817,0.0007885958,0.00006563848,0.0015259425,0.0000057058805,0.000033567656,0.0034611474],"genre_scores_gemma":[0.99413407,0.0000022057297,0.0030678727,0.0019308997,0.00004733988,0.0003888886,0.00019478984,0.000012440291,0.00022146633],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99863815,0.00004519577,0.00046801553,0.00029384787,0.0002707625,0.00028400056],"domain_scores_gemma":[0.9984985,0.00035563216,0.000085808046,0.00007994927,0.0009631314,0.000016997003],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011111413,0.0001031815,0.00016730315,0.0008461879,0.00007513128,0.00005513345,0.000046305948,0.000054474895,0.000042247717],"category_scores_gemma":[0.0014851128,0.00011105687,0.00003464102,0.0017263524,0.00002853221,0.00022907872,0.000050696435,0.00024021816,0.0000023371213],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023443376,0.000059965518,0.42915848,0.0005897342,0.000025408403,0.000007561565,0.0033779626,0.0000101552605,0.0016673823,0.00026536675,0.00007471196,0.5645288],"study_design_scores_gemma":[0.009060992,0.00010853737,0.93434465,0.008097654,0.000027450373,0.0000015924772,0.030728538,0.005772868,0.01141539,0.00012149313,0.00018970342,0.00013114706],"about_ca_topic_score_codex":0.000029009405,"about_ca_topic_score_gemma":0.000008754179,"teacher_disagreement_score":0.5643977,"about_ca_system_score_codex":0.00013773458,"about_ca_system_score_gemma":0.00017345986,"threshold_uncertainty_score":0.45287678},"labels":[],"label_agreement":null},{"id":"W7118095450","doi":"10.1093/geroni/igaf122.1563","title":"Experiences of Health Care Interactions Among Older Adults in Geropsychiatric Treatment Following Self-Harm","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Feeling; Health care; Mental health; Cognition; Personality; Borderline personality disorder; Outpatient clinic; Mental health care","score_opus":0.02113682925231929,"score_gpt":0.36483089064414814,"score_spread":0.34369406139182884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118095450","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9916866,0.0015825419,0.00014345699,0.0005603276,0.0016821802,0.00034607179,0.0000011164125,0.000051588584,0.0039461288],"genre_scores_gemma":[0.99895525,0.000019047891,0.00025546973,0.00024156678,0.000029616429,0.0003331326,0.000011362277,0.000007552754,0.00014702085],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985825,0.000095977455,0.00074954476,0.000265605,0.00009091663,0.0002154791],"domain_scores_gemma":[0.9994516,0.00009795341,0.00020310488,0.00016026954,0.000077765304,0.000009347585],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021113869,0.00012082088,0.00025181007,0.0012011336,0.00009251771,0.000013006046,0.00008326377,0.000037040812,0.000050890994],"category_scores_gemma":[0.000023813895,0.000117296455,0.000045094417,0.0026761105,0.000018780598,0.00012032413,0.000023757668,0.000115893374,0.000003736593],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014032439,0.0001770496,0.57376444,0.000035143406,0.00005190521,0.000005395152,0.41553715,0.000010791583,0.000006820765,0.00064926856,0.00017353703,0.009574502],"study_design_scores_gemma":[0.001229553,0.000037904934,0.55964494,0.00011537345,0.000006511927,4.3756225e-7,0.4385673,0.000028257284,0.000080138576,0.000034282282,0.00017235981,0.000082939965],"about_ca_topic_score_codex":0.0018091731,"about_ca_topic_score_gemma":0.00060071674,"teacher_disagreement_score":0.023030188,"about_ca_system_score_codex":0.0002818132,"about_ca_system_score_gemma":0.00007221224,"threshold_uncertainty_score":0.47832105},"labels":[],"label_agreement":null},{"id":"W7118095517","doi":"10.1093/geroni/igaf122.1916","title":"Interaction of Physical Activity, Sleep, and Cognitive Function in Stroke: SEM and ML Approaches","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cognition; Stroke (engine); Depression (economics); Regression analysis; Sleep (system call); Structural equation modeling; Correlation","score_opus":0.03320563217838514,"score_gpt":0.3179866281174809,"score_spread":0.2847809959390958,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118095517","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9944375,0.000040031988,0.0023152938,0.00059103133,0.00009672828,0.00020104024,0.0000015414827,0.0000099806475,0.002306832],"genre_scores_gemma":[0.99967337,0.000004411182,0.000088725625,0.00007030126,0.000025810508,0.000016218835,0.0000075184007,0.000003330593,0.000110301065],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995515,0.000031095602,0.00016277937,0.00013041255,0.000068551955,0.00005569451],"domain_scores_gemma":[0.9995909,0.0002281291,0.00006702382,0.000037063906,0.000069527676,0.0000073557294],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017610045,0.000053998338,0.00013668422,0.0006764224,0.000013951961,0.000008300008,0.0000075703074,0.000037032296,0.0000027586457],"category_scores_gemma":[0.00019614876,0.000051587125,0.000012033504,0.0006572808,0.000044544984,0.00015063658,0.000017242852,0.00015182243,2.7552116e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029957495,0.00021120302,0.6798786,0.00028937726,0.000035952176,7.158867e-7,0.001317061,0.000022980426,0.024446523,0.0029505237,0.000010285411,0.29053724],"study_design_scores_gemma":[0.0013115573,0.00008199295,0.97713137,0.00044575633,0.000022587497,0.0000021219269,0.0029091286,0.009745638,0.007878708,0.0003815068,0.00004728931,0.000042346746],"about_ca_topic_score_codex":0.000026646256,"about_ca_topic_score_gemma":0.000009784183,"teacher_disagreement_score":0.2972528,"about_ca_system_score_codex":0.00003736764,"about_ca_system_score_gemma":0.000022503005,"threshold_uncertainty_score":0.21036619},"labels":[],"label_agreement":null},{"id":"W7118095551","doi":"10.1093/geroni/igaf122.3366","title":"Reduced Alpha Power Associated with Impaired Dual-Task Standing Performance in Older Adults with MCI","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Balance (ability); Alpha (finance); Electroencephalography; Cognition; Cognitive impairment; Older people; Healthy aging","score_opus":0.016125196609574382,"score_gpt":0.32747853239383484,"score_spread":0.31135333578426044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118095551","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99091876,0.000031220046,0.0005210527,0.0006929399,0.0003029462,0.00078092644,0.0000057340453,0.00010571349,0.0066406894],"genre_scores_gemma":[0.99785554,0.000011752014,0.00017070232,0.0005982616,0.000030105872,0.00017263403,0.00010757551,0.000020477843,0.0010329545],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981458,0.00018275678,0.00072255195,0.00029602242,0.00022092844,0.00043193254],"domain_scores_gemma":[0.99897933,0.00012594876,0.00037601707,0.0001844851,0.00031417405,0.000020071104],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001193992,0.00015502196,0.00023785004,0.0007175124,0.00026335754,0.000016370308,0.000083188876,0.0001457223,0.000017641172],"category_scores_gemma":[0.00013828259,0.00013295599,0.000012150144,0.0033936899,0.00003198913,0.0003604414,0.000038376307,0.0006176541,0.0000074536797],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030557375,0.0002453346,0.9826567,0.0002464212,0.00003118921,0.000009494966,0.009749669,0.000018628942,0.0027657244,0.0019028102,0.0005868519,0.0014815801],"study_design_scores_gemma":[0.004978232,0.000051840234,0.9813762,0.007881378,0.0000057006396,6.46365e-7,0.004284873,0.00096575083,0.000041406558,0.00012473192,0.00012723976,0.00016201314],"about_ca_topic_score_codex":0.0000970108,"about_ca_topic_score_gemma":0.00041832824,"teacher_disagreement_score":0.0076349564,"about_ca_system_score_codex":0.00050411886,"about_ca_system_score_gemma":0.00028613972,"threshold_uncertainty_score":0.5421788},"labels":[],"label_agreement":null},{"id":"W7118095748","doi":"10.1093/geroni/igaf122.3028","title":"Health outcomes of older adults in long-term care homes following hospitalization for hip fracture surgery","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University; McMaster Children's Hospital; McMaster Divinity College; University of Toronto; Bruyère; University of Ottawa","funders":"","keywords":"Hip fracture; Quality of life (healthcare); Older people; Activities of daily living; Health care; MEDLINE","score_opus":0.010648444503691866,"score_gpt":0.32851452002147497,"score_spread":0.3178660755177831,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118095748","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9832974,0.0010681932,0.0103461025,0.0041381726,0.00039379252,0.0006538245,0.0000040632094,0.000030818446,0.00006762049],"genre_scores_gemma":[0.99639165,0.000018736086,0.00023668863,0.0028133816,0.000033860913,0.00004398077,0.00038947698,0.000013409921,0.00005879],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99880344,0.000023594774,0.0006633879,0.00018560294,0.0001450653,0.00017892389],"domain_scores_gemma":[0.9992845,0.0001783538,0.00020018469,0.00014373656,0.0001781472,0.000015079385],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003391613,0.000110386005,0.00040491027,0.0011026877,0.00003571712,0.000011468741,0.00004210266,0.000090213405,0.0000070073866],"category_scores_gemma":[0.00037770966,0.00010117747,0.00006762275,0.0013326904,0.000011965028,0.000116104195,0.000011960145,0.00012880808,2.5415213e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003495996,0.000056413977,0.97152394,0.0012109776,0.000022039902,0.0000045771585,0.004491442,0.00002755116,0.000035372585,0.00019872337,0.00027123973,0.022122744],"study_design_scores_gemma":[0.0013663557,0.000015341973,0.9937007,0.0024835956,0.000008891193,3.7448808e-7,0.0011459552,0.000042638487,0.0009924682,0.00009190434,0.00007556483,0.00007624214],"about_ca_topic_score_codex":0.00015130786,"about_ca_topic_score_gemma":0.00011184908,"teacher_disagreement_score":0.022176709,"about_ca_system_score_codex":0.00014734713,"about_ca_system_score_gemma":0.00018625551,"threshold_uncertainty_score":0.41258976},"labels":[],"label_agreement":null},{"id":"W7118095756","doi":"10.1093/geroni/igaf122.236","title":"Adopting a cultural lens on social capital of older Chinese and South Asians in Hong Kong: A comparative CFA study","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Island Health","funders":"","keywords":"Social capital; Collectivism; Ethnic group; Context (archaeology); Cultural diversity; Interpersonal ties; Confirmatory factor analysis; Structural equation modeling; Population","score_opus":0.06815118722330563,"score_gpt":0.41915860756302714,"score_spread":0.35100742033972154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118095756","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9914384,0.000020471469,0.000023063898,0.0029386755,0.00013379562,0.00031768327,0.0000024412575,0.0000147800765,0.0051107295],"genre_scores_gemma":[0.99936265,0.000002048243,0.00005781405,0.00039675957,0.000055282104,0.000014419903,0.0000022052545,0.0000024764322,0.00010635484],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99900943,0.00012406352,0.0003806772,0.00013288853,0.00015967005,0.00019329294],"domain_scores_gemma":[0.99963,0.00011015361,0.00011392463,0.00003607452,0.00009936736,0.000010498489],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006656037,0.00007148742,0.00019005168,0.0002932209,0.00023433992,0.000045041525,0.00006113153,0.000040881772,0.000006284676],"category_scores_gemma":[0.00020007398,0.00006518333,0.000012725008,0.0014440141,0.00007803854,0.00018648537,0.000026774853,0.00016560771,4.8977364e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000053662675,0.000044594944,0.6534005,0.000024179028,0.0000036407625,8.450982e-7,0.32447964,0.0000144750275,0.0000035562493,0.021438826,0.000025063946,0.00055936765],"study_design_scores_gemma":[0.00041602348,0.000006745797,0.6890324,0.00008365353,0.0000011268321,2.7854922e-8,0.31020865,0.00003064447,0.0000022200784,0.0001283062,0.000047575097,0.00004262729],"about_ca_topic_score_codex":0.003495528,"about_ca_topic_score_gemma":0.0072506946,"teacher_disagreement_score":0.03563195,"about_ca_system_score_codex":0.00010514494,"about_ca_system_score_gemma":0.000102984464,"threshold_uncertainty_score":0.5284216},"labels":[],"label_agreement":null},{"id":"W7118095767","doi":"10.1093/geroni/igaf122.1070","title":"Resisting Oppression and Promoting Health Through Culturally Responsive Leisure Among Older Black Lesbians","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Recreation, Leisure, Wilderness Management","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Oppression; Intersectionality; Reflexivity; Thematic analysis; Participatory action research; Identity (music); Recreation; Photovoice; Perspective (graphical)","score_opus":0.03040186821478923,"score_gpt":0.36708879123309557,"score_spread":0.3366869230183063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118095767","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95497847,0.00023012709,0.010502872,0.009491518,0.00040186074,0.0008728694,0.0000018640991,0.00014240904,0.023377998],"genre_scores_gemma":[0.99289984,0.000021120479,0.0015322377,0.00037570347,0.00008001759,0.00008772056,0.00004105021,0.000023340584,0.004938951],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976835,0.00035264,0.0008555002,0.00054768985,0.00020738663,0.00035324675],"domain_scores_gemma":[0.99875885,0.00018016601,0.00047863665,0.00031011188,0.0002498271,0.000022386575],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013490017,0.00019178375,0.0002743308,0.0005224408,0.00032978193,0.00012451963,0.00015447348,0.00011033689,0.000043637116],"category_scores_gemma":[0.00026347933,0.00019037917,0.000021441188,0.0018965908,0.00010038206,0.00039055623,0.00011287878,0.0003148578,0.0000078945195],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031186875,0.000058640544,0.895555,0.0002722483,0.00004208404,0.000011963924,0.024295416,0.00015121748,0.00033164772,0.049882986,0.0050332258,0.024334364],"study_design_scores_gemma":[0.00093577366,0.0000210331,0.9823752,0.0018581328,0.000009261937,0.0000021470955,0.0064772363,0.0004590701,0.00023788876,0.0035760927,0.003858817,0.00018935333],"about_ca_topic_score_codex":0.0007394022,"about_ca_topic_score_gemma":0.0001570685,"teacher_disagreement_score":0.08682018,"about_ca_system_score_codex":0.00017455482,"about_ca_system_score_gemma":0.00006912812,"threshold_uncertainty_score":0.77634376},"labels":[],"label_agreement":null},{"id":"W7118095782","doi":"10.1093/geroni/igaf122.074","title":"Pain and Successful Aging Among Canadian Adults","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University","funders":"","keywords":"Socioeconomic status; Moderation; Successful aging; Chronic pain; Marital status; Social connectedness; Depressive symptoms; Test (biology)","score_opus":0.006103027483426775,"score_gpt":0.2692327080316568,"score_spread":0.26312968054823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118095782","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98462355,0.00007375136,0.00070055877,0.007008815,0.00012956686,0.00025626924,5.6070445e-7,0.000031181968,0.007175751],"genre_scores_gemma":[0.99704427,0.0000037371096,0.0003389563,0.0021137455,0.000037843456,0.000018145998,0.000025885645,0.000006039966,0.0004114043],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992586,0.00005623286,0.00028936955,0.00016285387,0.00008156839,0.00015141441],"domain_scores_gemma":[0.99958533,0.00010587006,0.000041531206,0.00010331395,0.00012643368,0.000037507576],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010685788,0.000068495116,0.00010514345,0.0010062007,0.00006311688,0.000022373957,0.000027821367,0.000053012463,0.00002203903],"category_scores_gemma":[0.00063698064,0.00006673099,0.000012671164,0.0014322462,0.00004896986,0.00010096781,0.000010883488,0.00014703182,0.0000015922957],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005131133,0.000008758326,0.9554201,0.00041962255,0.000006001375,0.0000029942128,0.0006499294,0.000007437045,0.00048321215,0.0033020966,0.00022252595,0.039472193],"study_design_scores_gemma":[0.00057844614,0.000017798438,0.9905375,0.0011939133,0.0000030872259,4.5794874e-7,0.0011013073,0.004416843,0.00008424222,0.0007350474,0.0012651599,0.000066189496],"about_ca_topic_score_codex":0.04470619,"about_ca_topic_score_gemma":0.052478388,"teacher_disagreement_score":0.039406,"about_ca_system_score_codex":0.00013268781,"about_ca_system_score_gemma":0.00011582314,"threshold_uncertainty_score":0.9648114},"labels":[],"label_agreement":null},{"id":"W7118095824","doi":"10.1093/geroni/igaf122.2214","title":"A Summary of Organizations Providing Evidence-Based Dementia Caregiving Programs in Best Programs for Caregiving","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Dementia; Long-term care; Best practice; Resource (disambiguation); Assisted living; Health care; Public health","score_opus":0.05942863377371892,"score_gpt":0.3540327188517991,"score_spread":0.29460408507808017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118095824","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9502221,0.00052878255,0.043431614,0.002100283,0.00011636058,0.0028219412,0.0000017189177,0.00005791362,0.00071929704],"genre_scores_gemma":[0.995299,0.00001454875,0.0034325735,0.00015979767,0.000029130166,0.00066752254,0.00013030898,0.00001920095,0.00024794418],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998325,0.000059444083,0.0006677639,0.00030047828,0.00030417356,0.00034313096],"domain_scores_gemma":[0.9976991,0.00017162226,0.00015826337,0.0001680768,0.001778544,0.000024399333],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001054277,0.00012815546,0.0002333518,0.0013784168,0.00008055051,0.00006649943,0.00011182019,0.00006089628,0.000013580037],"category_scores_gemma":[0.0013181729,0.00013395028,0.00003174578,0.007269785,0.00005941332,0.0002786828,0.00006593503,0.0001766768,7.360305e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049201266,0.00034017363,0.90158886,0.0012410779,0.000039580336,0.0000059535214,0.00049670215,0.00002227622,0.010970888,0.0009874795,0.000039683557,0.08421815],"study_design_scores_gemma":[0.012442776,0.0013089898,0.7609054,0.074687414,0.00039760506,0.0000068718996,0.017886976,0.016106244,0.110449724,0.0009965295,0.004045665,0.00076581206],"about_ca_topic_score_codex":0.0002327867,"about_ca_topic_score_gemma":0.00019391751,"teacher_disagreement_score":0.14068343,"about_ca_system_score_codex":0.00023241456,"about_ca_system_score_gemma":0.0007243839,"threshold_uncertainty_score":0.5462334},"labels":[],"label_agreement":null},{"id":"W7118096213","doi":"10.1093/geroni/igaf122.4061","title":"Advancing Dementia Research in Canada: Early Insights From a Scoping Review of Reviews","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Saskatchewan; University of Ottawa; University Health Network; Thompson Rivers University","funders":"","keywords":"Dementia; Systematic review; Quality of life (healthcare); Health care; Presentation (obstetrics); MEDLINE","score_opus":0.05953703162742756,"score_gpt":0.41923608015732927,"score_spread":0.3596990485299017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118096213","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87115055,0.115718946,0.00048616462,0.0025482597,0.00010878746,0.0019366618,0.0000013392008,0.0000072328207,0.008042059],"genre_scores_gemma":[0.9870155,0.010728932,0.0003916134,0.0016067277,0.000021155474,0.00015090244,0.000023694916,0.00000641821,0.000055041786],"study_design_codex":"observational","study_design_gemma":"systematic_review","domain_scores_codex":[0.9976911,0.00025877534,0.0010269381,0.0002403893,0.0005033396,0.00027947934],"domain_scores_gemma":[0.9989563,0.00015972051,0.00012751835,0.00020294715,0.00052868406,0.000024786412],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021449237,0.000082790706,0.0003650517,0.0010797835,0.000038232676,0.0000108637005,0.000100468096,0.00002354775,0.00011621456],"category_scores_gemma":[0.00087638514,0.00007872998,0.000019606607,0.0049383617,0.000029154498,0.00012715506,0.00009199717,0.00035863084,0.000004249351],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004230056,0.000073086754,0.89785844,0.021590922,0.00003128623,0.000050403534,0.00016608184,7.804291e-7,0.0062595634,0.0007870435,0.00077056914,0.0723695],"study_design_scores_gemma":[0.00095365406,0.00003807369,0.4781731,0.51244473,0.000016556438,4.5008332e-7,0.00021685062,0.00004388961,0.00588114,0.0005527141,0.0016016794,0.00007715206],"about_ca_topic_score_codex":0.29167816,"about_ca_topic_score_gemma":0.27552918,"teacher_disagreement_score":0.49085382,"about_ca_system_score_codex":0.00054075225,"about_ca_system_score_gemma":0.00229252,"threshold_uncertainty_score":0.7376905},"labels":[],"label_agreement":null},{"id":"W7118096296","doi":"10.1093/geroni/igaf122.183","title":"Associations Between Daily Interpersonal Stressor Control and Memory Lapses in Daily Life","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Cognitive Functions and Memory","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Stressor; Psychosocial; Interpersonal communication; Cognition; Forgetting; Multilevel model; Activities of daily living; Control (management)","score_opus":0.028532007173470677,"score_gpt":0.33175211050915954,"score_spread":0.3032201033356889,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118096296","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9669192,0.00017430264,0.003609804,0.0029306943,0.0005900636,0.00021772584,0.000094706214,0.000040285515,0.025423214],"genre_scores_gemma":[0.99579036,0.0000024860599,0.000060800143,0.0020545,0.00011887228,0.00006168905,0.00007772427,0.000008019204,0.0018255592],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99891275,0.00010879964,0.00047329758,0.0002369653,0.000084953914,0.00018321705],"domain_scores_gemma":[0.9991814,0.00042515813,0.00012111608,0.0001039684,0.00015020954,0.00001818622],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005738917,0.00009553137,0.0001925448,0.00096432667,0.00007258631,0.000037152433,0.00006396216,0.000081658196,0.0001344304],"category_scores_gemma":[0.0005179413,0.00010789711,0.000017426206,0.001334167,0.000045461336,0.0001248103,0.000031339503,0.0002735572,0.000015358532],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030217207,0.00007442678,0.9434102,0.0000103539805,0.00006970154,0.0000050154977,0.0022957448,0.000007284228,0.0003784541,0.012752709,0.0026589078,0.038306996],"study_design_scores_gemma":[0.0022152192,0.000014199166,0.99129385,0.00009934474,0.000015129627,4.4038697e-7,0.0032871892,0.000064344014,0.00004301843,0.0010910081,0.0017780974,0.00009818782],"about_ca_topic_score_codex":0.0003571497,"about_ca_topic_score_gemma":0.0002382619,"teacher_disagreement_score":0.047883634,"about_ca_system_score_codex":0.000091114416,"about_ca_system_score_gemma":0.000077052355,"threshold_uncertainty_score":0.43999162},"labels":[],"label_agreement":null},{"id":"W7118096395","doi":"10.1093/geroni/igaf122.1150","title":"Fostering Autonomy: Exploring Innovative Dementia Care Environments in Four Countries","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dementia; Autonomy; Independence (probability theory); Presentation (obstetrics); Activities of daily living; Adaptation (eye); Health care; Quality of life (healthcare)","score_opus":0.06637343415481378,"score_gpt":0.3428544944906866,"score_spread":0.27648106033587283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118096395","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9192281,0.00025854388,0.005035171,0.0018225923,0.0004238392,0.00042731874,0.0000028159714,0.000052240754,0.07274943],"genre_scores_gemma":[0.99862194,0.000033685767,0.00039887452,0.0003954147,0.00004237344,0.00014176276,0.000006152209,0.000007251145,0.000352521],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99870884,0.00014285417,0.00043955626,0.0002228623,0.00018634122,0.0002995184],"domain_scores_gemma":[0.99940664,0.00009944422,0.00012097498,0.00009192152,0.0002709415,0.000010063117],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007561168,0.00010527936,0.00014360147,0.0010362554,0.00033703932,0.00013272562,0.00013008398,0.00004879456,0.000027311242],"category_scores_gemma":[0.0003072266,0.00013039111,0.000009077359,0.005471417,0.000117520314,0.0008481209,0.00016797883,0.00015941175,0.000003136358],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001574263,0.000020688685,0.5592364,0.000060504586,0.000024109293,0.000021641392,0.19227993,0.00046049067,0.00027515084,0.21896987,0.000022390048,0.028613057],"study_design_scores_gemma":[0.0012845484,0.000022558119,0.29591367,0.00073052675,0.000008158033,1.2087898e-7,0.4937544,0.00012891798,0.0031625433,0.01276751,0.19179788,0.00042917134],"about_ca_topic_score_codex":0.00056067645,"about_ca_topic_score_gemma":0.0013820346,"teacher_disagreement_score":0.30147445,"about_ca_system_score_codex":0.0012593404,"about_ca_system_score_gemma":0.0007563661,"threshold_uncertainty_score":0.5317195},"labels":[],"label_agreement":null},{"id":"W7118096513","doi":"10.1093/geroni/igaf122.2217","title":"Cognitive Impairment and Pain Discrepancies in ADRD: Evaluating Pain Responses to tDCS Intervention","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Pain Management and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Cognition; Cognitive impairment; Transcranial direct-current stimulation; Rating scale; Chronic pain; Intervention (counseling); Pain assessment","score_opus":0.0400186427521694,"score_gpt":0.3905012662356947,"score_spread":0.3504826234835253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118096513","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9759695,0.00014293971,0.015591987,0.0065827486,0.00004630034,0.0007716499,0.000001312832,0.000030994303,0.00086254464],"genre_scores_gemma":[0.9954839,0.000005980124,0.0013545871,0.0016522915,0.000014843692,0.00019197694,0.000035533438,0.0000057268835,0.0012552143],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998657,0.00042707945,0.00041863805,0.00020725442,0.00014113303,0.00014892533],"domain_scores_gemma":[0.99928147,0.00046626315,0.000070496266,0.00007220149,0.00009533981,0.000014206646],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0070869373,0.000092693124,0.00014166914,0.0010821786,0.000040355953,0.000028240524,0.000022596487,0.000024827228,0.000016635737],"category_scores_gemma":[0.0025794455,0.00008891107,0.000017470375,0.0014117204,0.000018543962,0.00007353267,0.00005546293,0.000085468186,0.000002364591],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031569574,0.00021206262,0.79729396,0.00018006864,0.000036732374,0.000022720447,0.0013467799,0.000006218906,0.00046407204,0.0018520457,0.00014568087,0.19812396],"study_design_scores_gemma":[0.0039986195,0.00043953932,0.9728692,0.0045604054,0.000033706332,9.12492e-7,0.008708393,0.0061720144,0.0005049542,0.0019226021,0.00066833326,0.000121305144],"about_ca_topic_score_codex":0.00015547969,"about_ca_topic_score_gemma":0.0001446488,"teacher_disagreement_score":0.19800267,"about_ca_system_score_codex":0.00021175499,"about_ca_system_score_gemma":0.00003252007,"threshold_uncertainty_score":0.36256883},"labels":[],"label_agreement":null},{"id":"W7118096979","doi":"10.1093/geroni/igaf122.3033","title":"Older Person’s Participation in Life-Enhancement Activities: A Mixed-Methods Observational Study","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Facilitator; Thematic analysis; Social engagement; Situational ethics; Interpersonal communication; Observational study; Interpersonal relationship; Activities of daily living","score_opus":0.1522178845978611,"score_gpt":0.5172838370631863,"score_spread":0.36506595246532514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118096979","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9732709,0.000051074887,0.017733531,0.003845314,0.0017759,0.0008512854,0.0000015053802,0.000045767025,0.0024247589],"genre_scores_gemma":[0.9945654,0.0000024161855,0.0021794199,0.0009805897,0.00010349518,0.0007225152,0.000032512482,0.000009237725,0.0014044159],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99787265,0.00061020546,0.00078283856,0.0002515954,0.00018654083,0.0002961493],"domain_scores_gemma":[0.9988149,0.00060143287,0.00020990385,0.00016769413,0.00018902225,0.000017092247],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022619513,0.00010899246,0.00020911529,0.0009206163,0.00021945703,0.000017789853,0.00008133331,0.00008564169,0.0001985925],"category_scores_gemma":[0.00062728557,0.000116494935,0.000016969489,0.0028982358,0.000016845828,0.00021616273,0.00004237379,0.0003763379,0.000009551511],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004977508,0.00044714185,0.8752904,0.00013815981,0.000020230525,0.0000015339356,0.07485943,0.000082958526,0.0007874116,0.0044112955,0.005660526,0.03825117],"study_design_scores_gemma":[0.0012793405,0.000026094973,0.8776161,0.00037214052,0.000008028277,3.189814e-8,0.11844563,0.00066507084,0.00014622134,0.0004577591,0.0008828401,0.000100717894],"about_ca_topic_score_codex":0.00053597405,"about_ca_topic_score_gemma":0.00045776254,"teacher_disagreement_score":0.043586195,"about_ca_system_score_codex":0.0005003284,"about_ca_system_score_gemma":0.00040305816,"threshold_uncertainty_score":0.47505257},"labels":[],"label_agreement":null},{"id":"W7118097546","doi":"10.1093/geroni/igaf122.293","title":"Assessing Age-Friendly Community Initiatives: Developing a Novel Survey Tool for Assessment and Evaluation","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Survey instrument; Sustainability; Survey data collection; Survey methodology; Survey research; Corporate governance; Key (lock)","score_opus":0.35045990498460144,"score_gpt":0.5604068399190385,"score_spread":0.20994693493443706,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118097546","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6646182,0.000031397714,0.3264015,0.00063213246,0.00023259237,0.00035544985,0.0000048775805,0.0000264951,0.007697382],"genre_scores_gemma":[0.9869086,6.6426077e-7,0.012017842,0.0004408745,0.000019095938,0.00028463636,0.0001805839,0.000009212993,0.00013845044],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978921,0.000994099,0.00048061996,0.00023223285,0.00014912082,0.0002518672],"domain_scores_gemma":[0.9973275,0.0016976456,0.00014329664,0.00021316513,0.00060894736,0.0000094172165],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010726409,0.00010580547,0.00017658409,0.0006519251,0.00037070445,0.00013908175,0.0001277413,0.00009602748,0.00001678526],"category_scores_gemma":[0.001113098,0.00011634674,0.00001133642,0.001352103,0.00008840009,0.00032791923,0.000081171434,0.00046128928,0.0000011109883],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041276522,0.0001572493,0.7421863,0.00010280561,0.00008986939,0.0000018126763,0.0065021487,0.000024299845,0.000492546,0.16988361,0.00040449097,0.08011359],"study_design_scores_gemma":[0.0014616699,0.000021155214,0.9859324,0.00015589879,0.000007396611,0.0000017496553,0.0062898393,0.0022561748,0.00004468177,0.0035907319,0.00012431695,0.0001139623],"about_ca_topic_score_codex":0.0004811786,"about_ca_topic_score_gemma":0.0003295202,"teacher_disagreement_score":0.32229045,"about_ca_system_score_codex":0.00026970284,"about_ca_system_score_gemma":0.0003570622,"threshold_uncertainty_score":0.47444823},"labels":[],"label_agreement":null},{"id":"W7118097615","doi":"10.1093/geroni/igaf122.022","title":"Examining the Influence of Modifiable Risk Factors for ADRD in a Rural Cohort","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Loneliness; Dementia; Psychological intervention; Cognition; Cohort; Cognitive decline; Cohort study; Disease; Risk factor","score_opus":0.03041260102752029,"score_gpt":0.34525666444749326,"score_spread":0.31484406341997295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118097615","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9953537,0.000013994344,0.0015067144,0.00021831413,0.000031548356,0.000633502,0.0000027397498,0.000008010131,0.0022315062],"genre_scores_gemma":[0.99929273,0.000009991738,0.00012608971,0.00013802867,0.0000075536827,0.00012114233,0.000014898141,0.0000037166767,0.00028587418],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992343,0.00003271458,0.0003355195,0.00009845478,0.00014969344,0.00014932737],"domain_scores_gemma":[0.9993412,0.000240182,0.00007980713,0.0000967355,0.00023510143,0.000006990064],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00093880424,0.00005414873,0.00011791895,0.00056310603,0.000037626127,0.00001218755,0.00005979842,0.00002472892,0.00001550637],"category_scores_gemma":[0.00077206513,0.000040438863,0.00001234597,0.0017023055,0.000041085194,0.00008882201,0.0000310755,0.00014830477,5.6991485e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003784399,0.00003541492,0.98872405,0.00005934299,0.000018003482,6.770119e-7,0.00041497222,0.00066293235,0.005255572,0.00089460396,0.000031719355,0.0038648718],"study_design_scores_gemma":[0.0009493214,0.000043102347,0.98594856,0.0003384734,0.000010813968,2.4873427e-7,0.001948354,0.0030088904,0.0070373076,0.00058184046,0.00010031497,0.000032779568],"about_ca_topic_score_codex":0.00068757485,"about_ca_topic_score_gemma":0.000009455367,"teacher_disagreement_score":0.003939034,"about_ca_system_score_codex":0.000058845966,"about_ca_system_score_gemma":0.00008864208,"threshold_uncertainty_score":0.1649049},"labels":[],"label_agreement":null},{"id":"W7118097633","doi":"10.1093/geroni/igaf122.3417","title":"Depression Disparities in Older Korean and Chinese Immigrants in the United States","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Depression (economics); Immigration; Patient Health Questionnaire; Mental health; Geriatric Depression Scale; Socioeconomic status; Depressive symptoms; Chinese americans","score_opus":0.02187262079543005,"score_gpt":0.3795020432981016,"score_spread":0.35762942250267155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118097633","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9955972,0.00022900112,0.000035670426,0.0021755185,0.00014043509,0.000259258,0.0000022532683,0.0000105148765,0.0015501785],"genre_scores_gemma":[0.9978401,0.000023614833,0.0000144007,0.0017463649,0.000009612574,0.000085231135,0.000105466854,0.0000035473468,0.00017165077],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993006,0.00009100124,0.00028920805,0.00012751699,0.00005538039,0.00013630351],"domain_scores_gemma":[0.9997012,0.00014113344,0.000047230504,0.00009064582,0.000015013914,0.0000047525073],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036059448,0.000068342924,0.00008159501,0.0007496708,0.000051273833,0.000026702251,0.000069935595,0.00003473772,0.000021075117],"category_scores_gemma":[0.000017659027,0.00004690454,0.0000038384396,0.0020491316,0.00002165718,0.000092247545,0.000022742908,0.00013475414,0.0000014471431],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002646885,0.000088075634,0.9795973,0.00003671413,0.0000020916143,0.000009371928,0.0055037267,0.000009186257,0.000012923988,0.0040250137,0.00013243446,0.01055672],"study_design_scores_gemma":[0.001127209,0.000004475589,0.991977,0.00021359701,8.4805265e-7,8.224125e-7,0.0023743866,0.00029565365,0.000028244507,0.0038667668,0.0000698173,0.000041213163],"about_ca_topic_score_codex":0.010970251,"about_ca_topic_score_gemma":0.0019826225,"teacher_disagreement_score":0.012379693,"about_ca_system_score_codex":0.000029978188,"about_ca_system_score_gemma":0.00000429312,"threshold_uncertainty_score":0.9956158},"labels":[],"label_agreement":null},{"id":"W7118098266","doi":"10.1093/geroni/igaf122.2574","title":"Dementia Advocacy in Action: Examining Social Media During World Alzheimer’s Month","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University of Ottawa; University of Saskatchewan; Thompson Rivers University","funders":"","keywords":"Dementia; Thematic analysis; Social media; Stigma (botany); Ethnic group; Narrative; Health care; Best practice","score_opus":0.07958018098451594,"score_gpt":0.382722295295507,"score_spread":0.30314211431099103,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118098266","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9756694,0.00014466135,0.00024589128,0.001687512,0.00022057121,0.00026949798,5.0688436e-7,0.00004520867,0.021716775],"genre_scores_gemma":[0.99846286,0.000010907472,0.00019652519,0.00039163133,0.00013974121,0.00008133336,0.000034696845,0.000010576844,0.0006717038],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986264,0.000054841978,0.0004902504,0.00023714142,0.00029597967,0.0002953481],"domain_scores_gemma":[0.9995694,0.00008136262,0.00007826331,0.000090152535,0.00016161204,0.000019196037],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006242855,0.00010479394,0.00017031026,0.0020050823,0.000097219076,0.000039101433,0.00006470976,0.000042110732,0.0003056476],"category_scores_gemma":[0.00017363418,0.00011651171,0.000019130981,0.0037603346,0.000037330155,0.00019638948,0.00007112667,0.0003325077,0.000010827726],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009643853,0.00011873651,0.9359967,0.00007711096,0.000077682525,0.00005017118,0.0013615186,0.0000044409826,0.008688963,0.0011792422,0.00026029887,0.052088667],"study_design_scores_gemma":[0.002541795,0.0000123125255,0.9821487,0.00033454664,0.000035555295,0.0000018279534,0.0021843014,0.00010937824,0.011544199,0.0003126701,0.0006864588,0.00008827679],"about_ca_topic_score_codex":0.000047858637,"about_ca_topic_score_gemma":0.00020587778,"teacher_disagreement_score":0.052000392,"about_ca_system_score_codex":0.00016343297,"about_ca_system_score_gemma":0.00016843269,"threshold_uncertainty_score":0.47512093},"labels":[],"label_agreement":null},{"id":"W7118101234","doi":"10.1093/geroni/igaf122.2818","title":"Affordable Senior Housing in Rural Massachusetts – Gaps and Solutions to Improve Services and Supports for Residents","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicaid; Affordable housing; Service (business); Quarter (Canadian coin); Telehealth; Service provider; Aging in place; Health care; Human services","score_opus":0.02267838241872466,"score_gpt":0.36829243027903213,"score_spread":0.34561404786030747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118101234","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99094313,0.00018249857,0.0008894329,0.0061537763,0.00069653435,0.00072839146,0.000013689131,0.00003681525,0.0003557247],"genre_scores_gemma":[0.996979,0.000018347513,0.001431213,0.0007281024,0.00006817412,0.0001302656,0.000032813892,0.00001006236,0.00060200586],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988783,0.000050717368,0.00047246687,0.00018782516,0.00007312808,0.00033757664],"domain_scores_gemma":[0.99946636,0.00016435022,0.00010440328,0.00010497338,0.00013640244,0.000023523278],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007789986,0.0000863089,0.00015581878,0.0007987696,0.00028897586,0.00003235865,0.000043858458,0.000086659034,0.0000059429267],"category_scores_gemma":[0.000090962356,0.000091928414,0.000008331332,0.0011464905,0.000013832939,0.00018703245,0.000085790845,0.00016557366,0.000001248777],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011380301,0.000035073565,0.9331914,0.0015348062,0.000011198014,0.0000037202485,0.017528677,0.000025094543,0.011078453,0.0041596643,0.005384668,0.026933422],"study_design_scores_gemma":[0.0025316512,0.00004280099,0.93998563,0.0027838508,0.000019945619,0.0000013034972,0.036275078,0.0008048738,0.00054454315,0.01215809,0.004599466,0.00025279066],"about_ca_topic_score_codex":0.0020148735,"about_ca_topic_score_gemma":0.0025124813,"teacher_disagreement_score":0.026680632,"about_ca_system_score_codex":0.00013348409,"about_ca_system_score_gemma":0.00008797887,"threshold_uncertainty_score":0.3748732},"labels":[],"label_agreement":null},{"id":"W7118102193","doi":"10.1093/geroni/igaf122.2643","title":"Synergic trial secondary outcomes results on gait and falls","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Wilfrid Laurier University; University of British Columbia; University of Waterloo; Lawson Health Research Institute; Western University","funders":"","keywords":"Gait; Falls in older adults; Cognition; Cognitive impairment; Effects of sleep deprivation on cognitive performance; Gait analysis; Preferred walking speed","score_opus":0.036635817474753016,"score_gpt":0.3889208114497274,"score_spread":0.35228499397497437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118102193","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9305073,0.000035228593,0.00016184767,0.0038299703,0.0015753573,0.00059970084,0.000014126877,0.00007324033,0.063203216],"genre_scores_gemma":[0.9874289,0.000021057547,0.00015046155,0.0040883883,0.0001323514,0.000090269095,0.00006977433,0.000008228104,0.008010543],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9983742,0.00020048892,0.000848454,0.00023898103,0.00011802036,0.0002198602],"domain_scores_gemma":[0.9990497,0.00041126646,0.00024257753,0.00018090574,0.000100515725,0.000015039778],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001339514,0.000101526006,0.00019781831,0.0005284706,0.0002364648,0.000014959427,0.00007496467,0.00013583367,0.000011579817],"category_scores_gemma":[0.00044704712,0.00009374577,0.000019554866,0.0008717474,0.000022890814,0.00012758862,0.000054941636,0.0005406823,0.00003150596],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.014239325,0.00097161694,0.28553048,0.0011346852,0.00013765335,0.000020391484,0.008707233,0.000010852732,0.006981002,0.53311443,0.050407253,0.09874507],"study_design_scores_gemma":[0.044607405,0.00007130444,0.9176961,0.00091441703,0.000007773951,1.9200233e-7,0.0012161251,0.00014852668,0.000016342548,0.01280724,0.022354204,0.00016037445],"about_ca_topic_score_codex":0.00008191166,"about_ca_topic_score_gemma":0.00007302519,"teacher_disagreement_score":0.6321656,"about_ca_system_score_codex":0.00009534657,"about_ca_system_score_gemma":0.00013509425,"threshold_uncertainty_score":0.3822842},"labels":[],"label_agreement":null},{"id":"W7118102438","doi":"10.1093/geroni/igaf122.2572","title":"Co-creating a Virtual Reality Program for Older Adults with Dementia in Hospital","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Appreciative Inquiry and Organizational Change","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; Simon Fraser University; University of British Columbia","funders":"","keywords":"Appreciative inquiry; Dementia; Focus group; Virtual reality; Process (computing); Value (mathematics); Older people","score_opus":0.01483371765899538,"score_gpt":0.2873647418523726,"score_spread":0.2725310241933772,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118102438","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9671038,0.000016525724,0.024831846,0.001368844,0.00014056022,0.0010313169,0.0000030877486,0.00010002797,0.005404031],"genre_scores_gemma":[0.99762464,5.3176785e-7,0.0007471732,0.0007883454,0.0002745715,0.00025193137,0.00024255093,0.0000125053775,0.00005778095],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99912745,0.000006717639,0.00034962996,0.00022366537,0.000119200326,0.00017333806],"domain_scores_gemma":[0.99936974,0.00005103126,0.00018336238,0.00007326151,0.00032049394,0.0000021133535],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000404545,0.0001035555,0.000112747766,0.00052561495,0.000104553576,0.000116524025,0.00008852179,0.000040796218,0.000026339509],"category_scores_gemma":[0.00020363613,0.00010138429,0.000011023925,0.0026390043,0.000029932886,0.0006766553,0.00003378801,0.00009016576,0.000003582837],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000078555684,0.0002754756,0.81066465,0.00027748206,0.000022425469,0.0000022554173,0.0009498313,0.00014735013,0.000035196343,0.16213883,0.0010586055,0.024349319],"study_design_scores_gemma":[0.0036826802,0.000042522664,0.96696275,0.0012792706,0.000021674332,1.9408904e-7,0.0043651448,0.010256101,0.0004934755,0.004319581,0.008223847,0.00035276441],"about_ca_topic_score_codex":0.00012645288,"about_ca_topic_score_gemma":0.00012590952,"teacher_disagreement_score":0.15781926,"about_ca_system_score_codex":0.00005618085,"about_ca_system_score_gemma":0.00002594905,"threshold_uncertainty_score":0.41343313},"labels":[],"label_agreement":null},{"id":"W7118103684","doi":"10.1093/geroni/igaf122.3593","title":"From Decades to Days: Long-Term Cognitive Functioning and Momentary Stress-Control Dynamics in Older Adults","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia Hospital","funders":"","keywords":"Stressor; Cognition; Multilevel model; Cognitive skill; Dynamics (music); Longitudinal data; Longitudinal study; Stress (linguistics); Affect (linguistics)","score_opus":0.017826213441022254,"score_gpt":0.35918373343621945,"score_spread":0.3413575199951972,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118103684","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9767253,0.00025075,0.01808819,0.0020455122,0.00036003656,0.00031669677,0.000029269326,0.000032599164,0.0021516753],"genre_scores_gemma":[0.9979467,0.0000014461549,0.00007007553,0.0010812503,0.00005519817,0.00012352265,0.0001448984,0.000008853637,0.0005680819],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99884564,0.00010006552,0.0003486706,0.00036102193,0.00008853649,0.0002560522],"domain_scores_gemma":[0.99937665,0.00032136962,0.000057459823,0.00011900229,0.00010546636,0.000020019092],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032881857,0.00010405129,0.00015614789,0.0009192481,0.00006423796,0.00003757095,0.000082116014,0.0000952006,0.000106976775],"category_scores_gemma":[0.0001065847,0.00011659742,0.000009120344,0.0010924439,0.00005115326,0.00010895981,0.000051048315,0.0003308397,0.00001311956],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020590631,0.00007143747,0.9434847,0.00001850938,0.000043928234,0.00002812026,0.0058463197,0.000012529997,0.000013683484,0.0014985605,0.00011014304,0.048666127],"study_design_scores_gemma":[0.002670439,0.000018665052,0.98097575,0.00071485905,0.0000070428887,0.0000015257989,0.014073208,0.0009839415,0.000049524853,0.00040321832,0.0000033536771,0.00009846256],"about_ca_topic_score_codex":0.0016345659,"about_ca_topic_score_gemma":0.0024611396,"teacher_disagreement_score":0.048567668,"about_ca_system_score_codex":0.00015847749,"about_ca_system_score_gemma":0.00002584941,"threshold_uncertainty_score":0.47547048},"labels":[],"label_agreement":null},{"id":"W7118103761","doi":"10.1093/geroni/igaf122.083","title":"Bridging the Gap: Access to Care, Diagnostic Concordance, and Self-Rated Health in Older Adults","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Sherbrooke; McGill University","funders":"","keywords":"Medical diagnosis; Neurocognitive; Categorization; Health care; Population; Cognition; Bridging (networking); Modalities; Population health","score_opus":0.023373393137689585,"score_gpt":0.3816613604956291,"score_spread":0.3582879673579395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118103761","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90242976,0.00053897704,0.0005036424,0.09127939,0.0004923472,0.0007306167,0.000002451303,0.000048422895,0.003974382],"genre_scores_gemma":[0.96706855,0.00022528943,0.00007102427,0.032441758,0.00006472294,0.00006485113,0.0000041431113,0.0000038823796,0.000055762415],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99888986,0.00013891069,0.00038071116,0.00016207377,0.000118729426,0.00030973513],"domain_scores_gemma":[0.9991807,0.00050109735,0.00007879751,0.00008039954,0.00012681365,0.00003218981],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010055612,0.000061804196,0.00012537904,0.00031813074,0.0003482528,0.00015157954,0.00014875349,0.000031517582,0.0000071060167],"category_scores_gemma":[0.0009302552,0.000055937944,0.0000060103694,0.0029623376,0.000035869063,0.00020480528,0.000058337053,0.00014226302,0.000001223882],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000034130533,0.000013719847,0.8726392,0.00014509846,0.0000015793421,0.0000013970185,0.03126404,0.000038067414,1.7695662e-7,0.03595343,0.0019351532,0.058004767],"study_design_scores_gemma":[0.00035875363,0.0000034686923,0.9736627,0.00090541434,7.0157506e-7,8.8957144e-8,0.013729098,0.00016495511,0.000005047894,0.0002885654,0.0108174635,0.00006376858],"about_ca_topic_score_codex":0.04380953,"about_ca_topic_score_gemma":0.041899424,"teacher_disagreement_score":0.10102351,"about_ca_system_score_codex":0.00038394294,"about_ca_system_score_gemma":0.0004484153,"threshold_uncertainty_score":0.97558343},"labels":[],"label_agreement":null}]}