{"meta":{"query_hash":"b698178733af","filters":{"venue":"Journal of Gerontological Social Work"},"cohort_total":68,"direct_labels_cover":0,"predictions_cover":68,"exported":68,"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/b698178733af","api":"https://metacan.xera.ac/api/v1/cohort?venue=Journal+of+Gerontological+Social+Work"},"results":[{"id":"W1488484453","doi":"10.1300/j083v46n01_03","title":"Understanding the Experience of Moving a Loved One to a Long-Term Care Facility","year":2005,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":51,"is_retracted":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":"Long-term care; Term (time); Process (computing); Perception; Psychology; Nursing; Control (management); Public relations; Medicine; Political science; Computer science","score_opus":0.21436605124261426,"score_gpt":0.4247297189163806,"score_spread":0.21036366767376635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1488484453","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98332596,0.00077483477,0.006534333,0.007065025,0.0005359085,0.0002569523,0.000004776844,0.0000139827625,0.0014882047],"genre_scores_gemma":[0.9984536,0.0000168255,0.0004243536,0.00026150624,0.0006991382,0.000006126779,7.4119566e-7,0.0000045537463,0.00013315817],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99807733,0.00037366163,0.0006755066,0.00012365046,0.00038675193,0.0003631012],"domain_scores_gemma":[0.99858326,0.00046142194,0.00049463566,0.00011211008,0.0002223851,0.00012616836],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054560864,0.000109860186,0.00043605757,0.000044378707,0.0009166139,0.000013543642,0.0002800232,0.00019809329,0.0005677925],"category_scores_gemma":[0.00032438236,0.00006857271,0.00020171086,0.00034769415,0.00012583559,0.00007891738,0.000080333855,0.0005597382,0.000021078262],"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":[0.0021278162,0.00030956164,0.4151243,0.00015127301,0.00012118438,0.000027234342,0.5197832,0.000031895488,0.0007143793,0.00088003604,0.0069152247,0.053813882],"study_design_scores_gemma":[0.0006381071,0.00022413782,0.87681013,0.00019600468,0.000051428542,0.000003092414,0.12081275,7.84344e-7,0.00002037327,0.0002903868,0.00083485857,0.00011792123],"about_ca_topic_score_codex":0.00003059454,"about_ca_topic_score_gemma":0.00017870127,"teacher_disagreement_score":0.46168587,"about_ca_system_score_codex":0.00076551794,"about_ca_system_score_gemma":0.00011720453,"threshold_uncertainty_score":0.70499456},"labels":[],"label_agreement":null},{"id":"W1563751366","doi":"10.1300/j083v42n01_06","title":"A Tapestry of Voices","year":2004,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trillium Health Centre","funders":"","keywords":"Scope (computer science); Value (mathematics); Qualitative research; Focus group; Psychology; Sociology; Qualitative property; Ethical issues; Research ethics; Gerontology; Focus (optics); Engineering ethics; Public relations; Social psychology; Social science; Political science; Medicine; Computer science; Engineering","score_opus":0.0657513021014928,"score_gpt":0.3937728556934538,"score_spread":0.32802155359196106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1563751366","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9682414,0.0019680902,0.0010103357,0.005708419,0.0006100176,0.00006231917,0.0000015588208,0.000016855744,0.022381011],"genre_scores_gemma":[0.99731994,0.0000055991045,0.0010168655,0.0001457104,0.0005342704,0.0000028628754,4.3362502e-7,0.0000075615826,0.00096677354],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983885,0.00022493434,0.00055171305,0.00014065208,0.00032449944,0.00036965442],"domain_scores_gemma":[0.9989035,0.00021380681,0.00048509144,0.00010794183,0.00017191829,0.000117751086],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00064993213,0.00011945865,0.0005026431,0.00007045688,0.00016228527,0.000012251369,0.00038986624,0.00033488602,0.0012236274],"category_scores_gemma":[0.00016754058,0.00008501367,0.0002695392,0.00030518617,0.00039638576,0.00005972255,0.000042654006,0.00062500796,0.000074382704],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01105321,0.0077816453,0.35037026,0.00012622411,0.0030860151,0.0040947166,0.05647121,0.00009812774,0.00080670655,0.24309784,0.06500743,0.2580066],"study_design_scores_gemma":[0.0039502885,0.0018243709,0.953812,0.00009251187,0.00012398076,0.00039309816,0.00696888,2.6194758e-7,0.00012024735,0.022643201,0.009763174,0.00030797458],"about_ca_topic_score_codex":0.000040358445,"about_ca_topic_score_gemma":0.0000134844395,"teacher_disagreement_score":0.6034417,"about_ca_system_score_codex":0.00007087206,"about_ca_system_score_gemma":0.00007421252,"threshold_uncertainty_score":0.9996894},"labels":[],"label_agreement":null},{"id":"W1599777539","doi":"10.1300/j083v37n02_08","title":"Understanding Ambiguous Loss in the Context of Dementia Care","year":2002,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":68,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Center for Diagnosis and Research on Alzheimer's Disease; University of Waterloo","funders":"","keywords":"Dementia; Context (archaeology); Psychology; Medicine; Intensive care medicine; History; Internal medicine; Disease","score_opus":0.15688524072257062,"score_gpt":0.34727360138433727,"score_spread":0.19038836066176665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1599777539","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9812766,0.0023697978,0.00040791283,0.0056055496,0.00008684885,0.00019587955,0.0000011487037,0.0000037355655,0.010052536],"genre_scores_gemma":[0.99916846,0.000108857384,0.00006420681,0.00042122844,0.00015573639,0.00000274991,7.657266e-7,0.0000042295833,0.00007374055],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99849546,0.00020665857,0.00040117255,0.00007960116,0.0005725545,0.0002445262],"domain_scores_gemma":[0.9994007,0.00012709452,0.00020373378,0.0000530784,0.00015422703,0.00006121502],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000498334,0.00008391108,0.00033133524,0.000067063746,0.00012877697,0.000018881812,0.0001513598,0.000091098766,0.0008945833],"category_scores_gemma":[0.0001479998,0.000048307706,0.00020091292,0.0003190991,0.00019129639,0.00005011821,0.000024891344,0.0003765149,0.0000068705835],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010751284,0.0010877464,0.9218838,0.00007860551,0.00034839092,0.0011990011,0.014751424,6.758072e-7,0.00018410203,0.0019137785,0.005908836,0.051568516],"study_design_scores_gemma":[0.0031179509,0.0014884416,0.94757855,0.00012806295,0.00019724635,0.0000874698,0.044890523,0.0000028291713,0.00009213814,0.00072347646,0.0016090147,0.00008427577],"about_ca_topic_score_codex":0.000009769341,"about_ca_topic_score_gemma":0.0000158172,"teacher_disagreement_score":0.051484242,"about_ca_system_score_codex":0.00016506949,"about_ca_system_score_gemma":0.000023197414,"threshold_uncertainty_score":0.97950596},"labels":[],"label_agreement":null},{"id":"W1923082232","doi":"10.1300/j083v46n03_08","title":"Consumer Fraud and the Elderly","year":2006,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":30,"is_retracted":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; Business; Financial fraud; Criminology; Psychology; Medicine; Suicide prevention; Accounting; Environmental health; Poison control","score_opus":0.024307827954601763,"score_gpt":0.2961078679638372,"score_spread":0.2718000400092354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1923082232","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9150315,0.011054562,0.00022868905,0.035689328,0.0003902788,0.00013568379,4.5449733e-7,0.00002185984,0.037447624],"genre_scores_gemma":[0.997004,0.00054866914,0.0001832721,0.00034493447,0.0011787972,0.0000017407298,1.0781363e-7,0.0000033739486,0.00073512504],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986019,0.0004583805,0.00028881227,0.00007519105,0.0003362445,0.00023943046],"domain_scores_gemma":[0.9989695,0.0006002579,0.0002329372,0.00003781515,0.00009804859,0.00006147016],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00095739536,0.00007482665,0.00026880676,0.000019907617,0.0010617803,0.00009140039,0.0001952562,0.00015440893,0.00025561475],"category_scores_gemma":[0.00021261697,0.000041182044,0.00015537918,0.00022935371,0.00095036044,0.00009066381,0.00001969915,0.00029221826,0.000008963659],"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":[0.0019224819,0.00042396568,0.080428734,0.000009342975,0.00027217984,0.00019312245,0.028714499,0.000003790999,0.000082883635,0.3335678,0.20090118,0.35348],"study_design_scores_gemma":[0.004423915,0.00039953258,0.15726285,0.00008583096,0.00021319983,0.000030118385,0.0054412964,9.747496e-7,0.000023237586,0.18555088,0.64621645,0.0003516914],"about_ca_topic_score_codex":0.00036737876,"about_ca_topic_score_gemma":0.00065678224,"teacher_disagreement_score":0.44531527,"about_ca_system_score_codex":0.00003796526,"about_ca_system_score_gemma":0.00005584657,"threshold_uncertainty_score":0.8166462},"labels":[],"label_agreement":null},{"id":"W1970087509","doi":"10.1080/01634370802609205","title":"The Influence of Service Factors on Spousal Caregivers' Perceptions of Community Services","year":2009,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","topic":"Intergenerational Family Dynamics and Caregiving","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":"McGill University","funders":"","keywords":"Service (business); Perception; Community service; Psychology; Family caregivers; Social work; Nursing; Medicine; Public relations; Political science","score_opus":0.02401192477599541,"score_gpt":0.31195865815812057,"score_spread":0.2879467333821252,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1970087509","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9926778,0.000050743787,0.000018729765,0.0044566547,0.00017365489,0.000054098007,0.000005378869,0.0000056854674,0.0025572206],"genre_scores_gemma":[0.999275,0.00004970738,0.00004885751,0.00039282863,0.00016698384,3.9352378e-7,0.0000012370729,0.0000023825958,0.000062598854],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9983631,0.0005333018,0.00038165966,0.000047435875,0.0004999989,0.00017449909],"domain_scores_gemma":[0.9982171,0.0005030849,0.0004941209,0.00008132927,0.00064253435,0.000061839564],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007957063,0.00008578394,0.00024407286,0.000031269494,0.0014798525,0.00003556253,0.00056771125,0.00013721889,0.000039204442],"category_scores_gemma":[0.0001568129,0.000055419037,0.00018577382,0.00031148968,0.0002426075,0.00011634406,0.000029882833,0.00038947543,0.0000011813171],"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":[0.0012112407,0.0014663958,0.13516587,0.00005999446,0.00034996655,0.000013271393,0.4872177,0.008492741,0.0051591746,0.3404886,0.0022493412,0.018125698],"study_design_scores_gemma":[0.00013071035,0.0002817528,0.91395444,0.000050186773,0.00002303663,5.210285e-7,0.08109331,0.0000045984143,0.000010269061,0.0035283163,0.00085321494,0.00006965418],"about_ca_topic_score_codex":0.0009854562,"about_ca_topic_score_gemma":0.0032337294,"teacher_disagreement_score":0.77878857,"about_ca_system_score_codex":0.00012180251,"about_ca_system_score_gemma":0.00008468206,"threshold_uncertainty_score":0.9998201},"labels":[],"label_agreement":null},{"id":"W1972227144","doi":"10.1080/01634370802609312","title":"Social Work Student Interest in Nursing Home Employment: A North American Study","year":2009,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","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":"Baycrest Hospital; University of Toronto","funders":"","keywords":"Social work; Work (physics); Nursing; Psychology; Medicine; Political science","score_opus":0.11022046152112337,"score_gpt":0.4613970334650576,"score_spread":0.35117657194393426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1972227144","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9828549,0.0002698935,0.000039053215,0.014444947,0.0010615577,0.00049548387,0.0000013385838,0.000040995455,0.00079184433],"genre_scores_gemma":[0.99722683,0.000014028429,0.00012553127,0.00037601803,0.002051769,0.000011314642,0.0000018285019,0.000015681691,0.00017696628],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99602586,0.0011702494,0.0012707949,0.00025794667,0.00049886334,0.0007762883],"domain_scores_gemma":[0.99816316,0.00030220664,0.0010480076,0.00010957736,0.00019060647,0.00018645087],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008671516,0.00025702475,0.0010746497,0.00019201876,0.0012262618,0.000041095114,0.00042553392,0.00019440117,0.00013901618],"category_scores_gemma":[0.000105449275,0.00019791248,0.00029455213,0.0018184854,0.0001739546,0.00010538773,0.000056217803,0.0015563944,0.000028691036],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016192509,0.0027071652,0.7685034,0.000004219643,0.000064412365,0.00017975947,0.062395975,0.0000019229071,0.000002254914,0.00018461082,0.013713522,0.15062347],"study_design_scores_gemma":[0.001668597,0.0015474422,0.9606305,0.00012590762,0.00008082129,0.0000026422813,0.034174897,7.348017e-8,1.2294679e-7,0.0007517277,0.000820196,0.00019709945],"about_ca_topic_score_codex":0.000041367082,"about_ca_topic_score_gemma":0.0004895298,"teacher_disagreement_score":0.19212703,"about_ca_system_score_codex":0.0010123284,"about_ca_system_score_gemma":0.00011474623,"threshold_uncertainty_score":0.94315386},"labels":[],"label_agreement":null},{"id":"W1982292410","doi":"10.1080/01634370903235439","title":"Remission From Depressive Symptoms Among Older Adults With Mood Disorders: Findings of a Representative Community Sample","year":2009,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","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 Toronto","funders":"","keywords":"Mood; CIDI; Depression (economics); Anxiety; Psychiatry; Medicine; Logistic regression; Mood disorders; Clinical psychology; Psychology; Anxiety disorder; Internal medicine","score_opus":0.030809964540462767,"score_gpt":0.3596844944398285,"score_spread":0.3288745298993657,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1982292410","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99536,0.000383448,0.00038703007,0.0008586104,0.00015872522,0.0003164753,0.0000169106,0.000015447176,0.002503308],"genre_scores_gemma":[0.9990581,0.000017371884,0.0005545164,0.00009957185,0.00015585043,0.0000073236065,0.000016815078,0.000008470241,0.00008192875],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99798673,0.00062288163,0.0005855889,0.00017656479,0.00032442706,0.00030379955],"domain_scores_gemma":[0.9979299,0.0008130982,0.00083838316,0.00016260202,0.00010360659,0.00015244713],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024913918,0.00018732579,0.00055813,0.000048113787,0.00047544055,0.000021613341,0.00034517844,0.00023812662,0.0010129418],"category_scores_gemma":[0.000105509316,0.000119265176,0.00017130555,0.0002670221,0.00019933682,0.00016955481,0.00004275587,0.0006698588,0.0000037529364],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0054742745,0.0021611464,0.9109269,0.000012540012,0.0002488317,0.000034101842,0.022913234,0.0000018378936,0.000014197167,0.0001739656,0.0015505978,0.056488387],"study_design_scores_gemma":[0.0034516782,0.0014142601,0.98594403,0.0003354248,0.00008442793,0.0000040805894,0.005205036,8.8866415e-7,0.00008456714,0.003331794,0.00002029197,0.0001234943],"about_ca_topic_score_codex":0.0011297106,"about_ca_topic_score_gemma":0.00021579699,"teacher_disagreement_score":0.07501718,"about_ca_system_score_codex":0.000090924055,"about_ca_system_score_gemma":0.000013793027,"threshold_uncertainty_score":0.9999003},"labels":[],"label_agreement":null},{"id":"W1988737075","doi":"10.1080/01634372.2015.1032469","title":"Inuit Elderly: A Systematic Review of Peer Reviewed Journal Articles","year":2015,"lang":"en","type":"review","venue":"Journal of Gerontological Social Work","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":7,"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 Toronto","funders":"University of Toronto","keywords":"Systematic review; Peer review; Gerontology; Bridge (graph theory); Psychology; Sociology; Medicine; MEDLINE; Political science","score_opus":0.2237479078701287,"score_gpt":0.4860643865207582,"score_spread":0.26231647865062946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1988737075","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":[0.000017455603,0.9923456,0.000017617334,0.001973348,0.0017171224,0.002600036,0.000014469095,0.000011990415,0.0013023828],"genre_scores_gemma":[0.000022792163,0.9955153,0.00026109224,0.0007203035,0.001991312,0.00010743635,0.0000032164442,0.000037228612,0.0013413453],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9848155,0.0062411833,0.0064901076,0.00020523123,0.0011349694,0.001113025],"domain_scores_gemma":[0.98194164,0.0014808495,0.0119377645,0.00025257666,0.0040636538,0.00032349234],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01728725,0.0004933938,0.011038315,0.0001426962,0.0021621077,0.0000189092,0.0008622903,0.0010613016,0.0015818654],"category_scores_gemma":[0.009114249,0.0002650624,0.0021756878,0.0007416009,0.00016066497,0.00008529438,0.00028033016,0.0033060792,0.00024040238],"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":[0.000030161787,0.00012368792,0.00001488567,0.83698535,0.0007936537,0.00011821332,0.0059204483,1.6276443e-8,5.337446e-9,0.00015506776,0.08526598,0.07059251],"study_design_scores_gemma":[0.00020206066,0.00036486532,0.0000067740993,0.47626916,0.0036538516,0.00017784974,0.0020099978,9.864381e-9,9.416077e-10,0.0002349818,0.5169189,0.00016152383],"about_ca_topic_score_codex":0.00001372911,"about_ca_topic_score_gemma":0.00012279759,"teacher_disagreement_score":0.43165293,"about_ca_system_score_codex":0.0017678106,"about_ca_system_score_gemma":0.0024962805,"threshold_uncertainty_score":0.99998015},"labels":[],"label_agreement":null},{"id":"W1989590071","doi":"10.1080/01634372.2011.639438","title":"From Person-Centered to Relational Care: Expanding the Focus in Residential Care Facilities","year":2012,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":67,"is_retracted":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":"Nursing; Qualitative research; Long-term care; Social work; Psychology; Residential care; Business; Medicine; Sociology; Political science","score_opus":0.13444803153584864,"score_gpt":0.3963521068724502,"score_spread":0.26190407533660154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1989590071","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9795322,0.005770448,0.00019145718,0.008905571,0.0031024825,0.0002311682,0.000023335537,0.0000138070145,0.0022295332],"genre_scores_gemma":[0.9948022,0.000011464505,0.0003198786,0.00010449805,0.004333279,0.000010359874,0.000006473251,0.000007830552,0.00040406577],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9978699,0.0006362657,0.0005223091,0.0001087524,0.00039167446,0.0004710659],"domain_scores_gemma":[0.998675,0.0006364116,0.0002962808,0.00007795356,0.00017745205,0.00013692337],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045146304,0.00012090768,0.00035353517,0.0000692908,0.00091471797,0.000018571494,0.00019150495,0.0002640847,0.00077859114],"category_scores_gemma":[0.00033052574,0.000077009834,0.00019500544,0.00024684274,0.00005790998,0.00013587053,0.00005743164,0.00076112035,0.00004882769],"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":[0.0010635569,0.000055438806,0.24272648,0.000021866712,0.000046904457,0.000015054735,0.69192344,0.000004558639,0.000037618014,0.0004272903,0.05105555,0.012622219],"study_design_scores_gemma":[0.000618699,0.000069653586,0.5736096,0.0000836071,0.000028872151,0.0000012919932,0.40933287,5.960748e-8,0.0000049896767,0.00027217565,0.015894432,0.00008375204],"about_ca_topic_score_codex":0.00088354317,"about_ca_topic_score_gemma":0.0006894065,"teacher_disagreement_score":0.33088312,"about_ca_system_score_codex":0.00067391474,"about_ca_system_score_gemma":0.00013658842,"threshold_uncertainty_score":0.8525027},"labels":[],"label_agreement":null},{"id":"W1991795605","doi":"10.1300/j083v46n03_09","title":"Psycho-Educational Support Groups for Older Women Victims of Family Mistreatment","year":2006,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":53,"is_retracted":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; Intervention (counseling); Social work; Psychology; Medicine; Domestic violence; Gerontology; Nursing; Clinical psychology; Suicide prevention; Poison control; Medical emergency","score_opus":0.03668615618036318,"score_gpt":0.34563541606109477,"score_spread":0.3089492598807316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1991795605","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98039716,0.00056344114,0.00035283045,0.0070600514,0.00049654796,0.00020807369,0.0000061233422,0.000011065227,0.010904725],"genre_scores_gemma":[0.9952752,0.00009440394,0.0011919183,0.00020903816,0.0016686036,0.00002446587,0.0000040267914,0.000007121667,0.0015252043],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9983954,0.00013100229,0.00052015536,0.00013066788,0.0004456988,0.00037710267],"domain_scores_gemma":[0.998798,0.00033407856,0.00045613278,0.000054607044,0.00024202798,0.000115163166],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005821619,0.00011393622,0.00036817038,0.000044303382,0.0004945149,0.000033252763,0.0002387587,0.0001687994,0.0007247927],"category_scores_gemma":[0.00008398453,0.000088517074,0.00028730463,0.0002743186,0.0002182024,0.000103925,0.000010879805,0.00013329061,0.0000063703897],"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":[0.0032467707,0.009338395,0.20416391,0.00009551267,0.0010410647,0.00006637316,0.131813,0.000028554032,0.0019268615,0.06138053,0.44332504,0.14357398],"study_design_scores_gemma":[0.0025257308,0.001047751,0.8329939,0.00008597909,0.00012185156,0.0000072766643,0.010353688,4.2772453e-7,0.00010781914,0.06752865,0.08488859,0.00033833546],"about_ca_topic_score_codex":0.00008848104,"about_ca_topic_score_gemma":0.00009257522,"teacher_disagreement_score":0.62883,"about_ca_system_score_codex":0.00032384763,"about_ca_system_score_gemma":0.00024582908,"threshold_uncertainty_score":0.7935972},"labels":[],"label_agreement":null},{"id":"W1993462358","doi":"10.1080/01634372.2014.920606","title":"Who Cares for Caregivers? Evidence-Based Approaches to Family Support","year":2014,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":21,"is_retracted":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; Nursing; Medicine","score_opus":0.190534691655035,"score_gpt":0.330341037149131,"score_spread":0.13980634549409598,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1993462358","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8047317,0.00068163377,0.11488403,0.055931605,0.0034106362,0.000740192,0.0000139580625,0.00005656007,0.019549645],"genre_scores_gemma":[0.99306875,0.000014470877,0.0027264017,0.0011904073,0.0020426014,0.000016876205,0.0000020458667,0.000009371814,0.0009290833],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981377,0.00033274677,0.00038518326,0.00017953812,0.0005951978,0.00036964068],"domain_scores_gemma":[0.9983918,0.000643668,0.00027601316,0.00006863923,0.00041674759,0.00020311835],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014779493,0.00013076061,0.00037134453,0.000067585665,0.0009426393,0.00014948343,0.00042685078,0.00020306194,0.000078398116],"category_scores_gemma":[0.0011684233,0.00010617567,0.0003676727,0.00026993357,0.0001676814,0.0001851871,0.000031029598,0.00017734742,0.000005920916],"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":[0.0013886109,0.00025603556,0.014877925,0.000053014417,0.00016616705,0.000031727748,0.035249826,0.0018291423,0.000387281,0.712314,0.16507386,0.06837239],"study_design_scores_gemma":[0.0020979242,0.0037464947,0.06893615,0.00058918603,0.00029602242,0.0000054512006,0.04818301,0.001072582,0.00012693884,0.017117001,0.856427,0.0014022035],"about_ca_topic_score_codex":0.00008106556,"about_ca_topic_score_gemma":0.0003726048,"teacher_disagreement_score":0.69519705,"about_ca_system_score_codex":0.00031440388,"about_ca_system_score_gemma":0.00027692303,"threshold_uncertainty_score":0.72501147},"labels":[],"label_agreement":null},{"id":"W1995037499","doi":"10.1080/01634372.2010.490691","title":"The Role of Mastery and Social Support in the Association Between Life Stressors and Psychological Distress in Older Canadians","year":2010,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":33,"is_retracted":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; Association (psychology); Psychology; Psychological distress; Distress; Social support; Clinical psychology; Life course approach; Psychiatry; Developmental psychology; Psychotherapist; Mental health","score_opus":0.036384495127907965,"score_gpt":0.34461884379805346,"score_spread":0.3082343486701455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1995037499","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95020247,0.00020698627,0.0000010243024,0.04739971,0.00018959973,0.00012330306,0.000010267022,0.000002529652,0.0018641165],"genre_scores_gemma":[0.99861395,0.00010620429,0.000016925742,0.00059252273,0.0006011071,0.0000041305966,8.835305e-7,0.0000029549826,0.00006130161],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979217,0.0006467608,0.0005070626,0.000099501805,0.00040838533,0.00041658725],"domain_scores_gemma":[0.9979952,0.0013881068,0.00039785207,0.000039170194,0.00005864258,0.00012101099],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002779787,0.00008460043,0.00033645827,0.000031881063,0.0007096107,0.00009382421,0.00026963884,0.000367036,0.000056482717],"category_scores_gemma":[0.00085648993,0.000048290418,0.00007658184,0.0002018291,0.0003888786,0.00008876868,0.000027067003,0.00076341844,3.9626292e-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":[0.000036211306,0.000055041965,0.9583139,0.0000047832923,0.000011175351,0.0000065218583,0.01642184,7.899715e-8,7.079495e-7,0.0063233324,0.00062453735,0.018201912],"study_design_scores_gemma":[0.00030141976,0.00004193413,0.9628286,0.000007848534,0.000012356066,7.44938e-7,0.024499875,2.2376163e-7,1.7639935e-7,0.0025287909,0.009723583,0.000054464188],"about_ca_topic_score_codex":0.0034432735,"about_ca_topic_score_gemma":0.07230811,"teacher_disagreement_score":0.06886484,"about_ca_system_score_codex":0.000099665536,"about_ca_system_score_gemma":0.00008942631,"threshold_uncertainty_score":0.94461983},"labels":[],"label_agreement":null},{"id":"W2011158279","doi":"10.1300/j083v46n03_10","title":"Ethical and Psychosocial Issues Raised by the Practice in Cases of Mistreatment of Older Adults","year":2006,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":27,"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 and Social Services Centre University Institute of Geriatrics of Sherbrooke; Université de Sherbrooke","funders":"","keywords":"Psychosocial; Confidentiality; Psychological intervention; Social work; Psychology; Qualitative research; Nursing; Medicine; Psychotherapist; Sociology; Political science; Law","score_opus":0.020947794348129455,"score_gpt":0.36121715476760907,"score_spread":0.34026936041947964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2011158279","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9409214,0.008879118,0.000013194437,0.046683885,0.00013511413,0.0001652611,0.0000028149577,0.0000051810985,0.003194035],"genre_scores_gemma":[0.9979274,0.0010631315,0.00024078447,0.00025643635,0.00040854176,0.0000029954451,5.483386e-7,0.0000038507733,0.000096268646],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99784946,0.0008014423,0.00052189326,0.000109246976,0.0005038717,0.00021408497],"domain_scores_gemma":[0.9974649,0.0016791576,0.0005656668,0.00004774549,0.00019054132,0.00005197625],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009938864,0.000097049735,0.00038226115,0.000025170551,0.00029025518,0.000022750355,0.00017819852,0.00034096133,0.0001107111],"category_scores_gemma":[0.0009853003,0.00006136264,0.00014004998,0.00030220157,0.0005936323,0.00008766963,0.000017961162,0.00042778582,5.5447356e-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":[0.012022281,0.008894809,0.13455035,0.000117121795,0.000674228,0.0006642998,0.31942797,0.000008706384,0.0012184778,0.020055223,0.31718743,0.1851791],"study_design_scores_gemma":[0.014832089,0.0038545104,0.60019743,0.0018746841,0.00068907154,0.00012102885,0.12000147,0.0000022204335,0.0020686556,0.027643587,0.22767173,0.0010435105],"about_ca_topic_score_codex":0.0022704462,"about_ca_topic_score_gemma":0.0013083046,"teacher_disagreement_score":0.4656471,"about_ca_system_score_codex":0.000062155355,"about_ca_system_score_gemma":0.0000792389,"threshold_uncertainty_score":0.34322506},"labels":[],"label_agreement":null},{"id":"W2020086837","doi":"10.1080/01634372.2014.919977","title":"Depression Among Korean Immigrant Elders Living in Canada and the United States: A Comparative Study","year":2014,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","topic":"Racial and Ethnic Identity Research","field":"Social Sciences","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":"","keywords":"Immigration; Metropolitan area; Depression (economics); Acculturation; Gerontology; Depressive symptoms; Coping (psychology); Demography; Medicine; Ethnic group; Psychology; Geography; Clinical psychology; Psychiatry; Political science; Anxiety; Sociology","score_opus":0.050344546092532645,"score_gpt":0.34389050711662883,"score_spread":0.2935459610240962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2020086837","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99589604,0.00013097814,0.00005200541,0.0025598095,0.00013166806,0.00021342117,3.025286e-7,0.000004053978,0.0010116929],"genre_scores_gemma":[0.9995087,0.0000725252,0.000008811164,0.0000993401,0.00019726217,0.0000045463007,2.5711483e-7,0.0000024788023,0.00010612914],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99619126,0.002338125,0.000366845,0.00010513803,0.0006807821,0.00031786677],"domain_scores_gemma":[0.9978557,0.0015891736,0.00024528507,0.00004562033,0.00013652048,0.00012767747],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035742817,0.00008448434,0.0003759963,0.000056224995,0.00097225426,0.00010278877,0.0003022177,0.00006885516,0.00006242508],"category_scores_gemma":[0.0009258976,0.000048082602,0.0000637633,0.0005565054,0.0006034823,0.000118147305,0.00006979741,0.0005060997,8.194049e-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":[0.0003417529,0.00011524227,0.8644726,0.0000024448018,0.000039145216,0.000026544274,0.12927961,0.00008155492,5.498806e-7,0.00038082257,0.00093089056,0.0043288316],"study_design_scores_gemma":[0.0007005364,0.00007032418,0.83343697,0.000039297498,0.000014819717,5.982972e-7,0.16390501,0.000072772535,2.9985637e-7,0.0010833178,0.00060846796,0.00006756338],"about_ca_topic_score_codex":0.95620936,"about_ca_topic_score_gemma":0.9927067,"teacher_disagreement_score":0.036497388,"about_ca_system_score_codex":0.00029681151,"about_ca_system_score_gemma":0.00023542768,"threshold_uncertainty_score":0.7477892},"labels":[],"label_agreement":null},{"id":"W2022575057","doi":"10.1080/01634372.2014.978927","title":"Predictors of Depression Among Caregivers of Older Adults With Severe Mental Illness","year":2014,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","topic":"Family Caregiving in Mental Illness","field":"Psychology","cited_by":22,"is_retracted":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); Psychiatry; Mental health; Quarter (Canadian coin); Mental illness; Medicine; Psychology; Gerontology; Clinical psychology","score_opus":0.009664339576235026,"score_gpt":0.2577520810670746,"score_spread":0.24808774149083956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2022575057","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99155736,0.00026519602,0.00031670486,0.00010018714,0.0015578658,0.00020154443,0.000009190535,0.000016400934,0.005975572],"genre_scores_gemma":[0.99925643,0.000006373096,0.00022974247,0.000032728232,0.0002761954,0.00000660979,0.0000033998317,0.000019270756,0.00016925512],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978216,0.00039668984,0.0006318804,0.00022463257,0.0006183144,0.0003068383],"domain_scores_gemma":[0.9980942,0.00025033334,0.0011335338,0.00017282067,0.00021925256,0.00012988504],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042517335,0.00020833245,0.0006788703,0.00007712232,0.00016487394,0.000009940167,0.00042648645,0.000326573,0.00050898053],"category_scores_gemma":[0.000081920734,0.00014060517,0.0002489565,0.00029112565,0.0005557029,0.00012245477,0.00007777191,0.00038471897,0.0000029395285],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0036264325,0.0006059341,0.93029666,0.00007207951,0.000396353,0.000051605894,0.033822842,0.000032748132,0.000116476,0.00023067143,0.008439471,0.022308744],"study_design_scores_gemma":[0.0031043447,0.0007553611,0.97443926,0.00051904324,0.00011488556,0.000046542613,0.020087529,0.0000019180047,0.00029325922,0.000044144588,0.0003863204,0.00020739128],"about_ca_topic_score_codex":0.00008705044,"about_ca_topic_score_gemma":0.000025569285,"teacher_disagreement_score":0.04414262,"about_ca_system_score_codex":0.00011869606,"about_ca_system_score_gemma":0.00002289894,"threshold_uncertainty_score":0.57337123},"labels":[],"label_agreement":null},{"id":"W2030436953","doi":"10.1080/01634372.2014.939384","title":"Observing Women Caregivers’ Everyday Experiences: New Ways of Understanding and Intervening","year":2014,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","topic":"Family and Disability Support Research","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":false,"ca_institutions":"University of Ottawa","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Gesture; Psychology; Psychological intervention; Nonverbal communication; Intervention (counseling); Lived experience; Developmental psychology; Social psychology; Psychotherapist","score_opus":0.2531416642876661,"score_gpt":0.3598329880773333,"score_spread":0.10669132378966723,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2030436953","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98286253,0.00029975257,0.008007291,0.00304865,0.0003393765,0.000056905632,3.954278e-7,0.000009921683,0.005375155],"genre_scores_gemma":[0.9987322,0.0000031489951,0.00038594488,0.0003590455,0.000321471,0.0000031261982,2.4506159e-7,0.0000056235363,0.0001892087],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99839646,0.00028852047,0.0004640224,0.00016188364,0.00031205904,0.00037704594],"domain_scores_gemma":[0.99875087,0.0006122083,0.00030274043,0.00009335371,0.000061356186,0.00017946001],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001060342,0.00010924561,0.00042694778,0.00005388866,0.00019498929,0.000034424585,0.0002771395,0.00020872132,0.0018739627],"category_scores_gemma":[0.0004163506,0.00008281884,0.0001521316,0.00022142919,0.00033665402,0.00012309286,0.00008695897,0.00040989614,0.000004069028],"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":[0.0019968767,0.0003490124,0.26685214,0.00008705271,0.00034334764,0.0001505826,0.61108553,0.000005548191,0.00024525292,0.030738825,0.03380575,0.054340053],"study_design_scores_gemma":[0.001735737,0.0017008114,0.13691403,0.00012698967,0.00003195619,0.000042959073,0.8262662,0.0000064274664,0.000027889568,0.028308105,0.004584884,0.00025397964],"about_ca_topic_score_codex":0.00007238116,"about_ca_topic_score_gemma":0.0000109155035,"teacher_disagreement_score":0.21518068,"about_ca_system_score_codex":0.00022577336,"about_ca_system_score_gemma":0.00004023664,"threshold_uncertainty_score":0.99903846},"labels":[],"label_agreement":null},{"id":"W2030848338","doi":"10.1300/j083v46n02_05","title":"Negotiating Relationship Contexts in Gerontological Social Work Practice","year":2005,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","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":"Baycrest Hospital; University of Toronto","funders":"","keywords":"Negotiation; Social work; Thematic analysis; Psychological intervention; Context (archaeology); Psychology; Intervention (counseling); Gerontological nursing; Health care; Nursing; Social psychology; Applied psychology; Sociology; Qualitative research; Medicine; Political science","score_opus":0.11555407910838658,"score_gpt":0.4440865559947122,"score_spread":0.3285324768863256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2030848338","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8572975,0.004167408,0.0009665382,0.11369575,0.0026658177,0.0005752821,0.0000037982875,0.00009799649,0.020529935],"genre_scores_gemma":[0.98944265,0.000033251923,0.0034158032,0.0012172597,0.004780504,0.000020344674,0.0000043365417,0.000020496396,0.0010653451],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99414045,0.0023661347,0.0017171805,0.000274908,0.00062730594,0.0008740402],"domain_scores_gemma":[0.9931461,0.0044363146,0.0016504165,0.00010931802,0.00046050065,0.00019734356],"candidate_categories":["sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0027804985,0.0002650471,0.00092447107,0.00013857054,0.0021124985,0.00005186966,0.00034776024,0.0010019128,0.000944981],"category_scores_gemma":[0.0045677996,0.00020604028,0.0003351095,0.0010917658,0.00018197164,0.0004347085,0.00009182035,0.0028038986,0.00015383726],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00734848,0.0016474309,0.42983747,0.000059660833,0.00020256679,0.00038585253,0.060297705,0.00014538688,0.000017808863,0.024172233,0.32390782,0.15197758],"study_design_scores_gemma":[0.0020936148,0.00020917309,0.8579137,0.00010787313,0.000100848316,0.000021219796,0.012914793,0.0000033927138,3.3140347e-7,0.0013664708,0.12500179,0.00026684898],"about_ca_topic_score_codex":0.00004546058,"about_ca_topic_score_gemma":0.000105494466,"teacher_disagreement_score":0.42807618,"about_ca_system_score_codex":0.0009364007,"about_ca_system_score_gemma":0.00023768572,"threshold_uncertainty_score":0.9999683},"labels":[],"label_agreement":null},{"id":"W2036491706","doi":"10.1080/01634370903361847","title":"Learning From Recruitment Challenges: Barriers to Diagnosis, Treatment, and Research Participation for Latinos With Symptoms of Alzheimer's Disease","year":2009,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":66,"is_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":"Intervention (counseling); Disease; Quarter (Canadian coin); Psychology; Gerontology; Medicine; Perception; Nursing","score_opus":0.7792622617111191,"score_gpt":0.6595983254674733,"score_spread":0.1196639362436458,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2036491706","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9416889,0.00056691363,0.00023345671,0.055747062,0.00008230088,0.0015028303,0.000016048014,0.000010817706,0.00015165121],"genre_scores_gemma":[0.99650216,0.00023324632,0.0011098591,0.0012882901,0.00038403738,0.0004455843,0.0000021141884,0.0000065886616,0.000028124881],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965302,0.0015586735,0.0007638451,0.0001902773,0.00043261782,0.00052439433],"domain_scores_gemma":[0.99487984,0.0032494972,0.0005744627,0.00007990116,0.0004107277,0.00080553995],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021741001,0.00010783543,0.00039527426,0.000093077746,0.0011426047,0.000012443394,0.00011389809,0.000106316846,0.00019872164],"category_scores_gemma":[0.003144026,0.00007111944,0.000060916933,0.00028967296,0.00010613307,0.00011318632,0.000024251107,0.00031264647,0.000004599233],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032614,0.00028353985,0.49951628,0.00004172622,0.00016715634,0.000011634086,0.107521065,0.00007082499,0.0000534238,0.002197401,0.0032433814,0.38363218],"study_design_scores_gemma":[0.001759355,0.0056499117,0.9604034,0.0001860904,0.00009088399,1.9189818e-7,0.008400758,0.0000095166415,0.00002584023,0.0015340785,0.021843387,0.00009661422],"about_ca_topic_score_codex":0.00004917902,"about_ca_topic_score_gemma":0.00007086026,"teacher_disagreement_score":0.4608871,"about_ca_system_score_codex":0.00027391015,"about_ca_system_score_gemma":0.00044242432,"threshold_uncertainty_score":0.87881076},"labels":[],"label_agreement":null},{"id":"W2038538971","doi":"10.1080/01634372.2011.647388","title":"Service Coordination for Frail Elderly Individuals: An Analysis of Case Management Practices in Québec","year":2012,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","topic":"Interprofessional Education and Collaboration","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":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Case management; Exploratory research; Context (archaeology); Service (business); Process management; Qualitative research; Business; Psychology; Sociology; Knowledge management; Nursing; Medicine; Computer science; Marketing","score_opus":0.13374963796817835,"score_gpt":0.5066663371188102,"score_spread":0.3729166991506318,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2038538971","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9819649,0.00021116491,0.0009935735,0.015160875,0.000602745,0.00034973377,0.000007784749,0.000006433671,0.00070282613],"genre_scores_gemma":[0.99520975,0.0000049145747,0.0030484057,0.0009116913,0.00038553504,0.00005833348,0.000013656925,0.0000054529,0.0003622647],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978125,0.0007948676,0.00081100577,0.00009114313,0.0002541005,0.00023640202],"domain_scores_gemma":[0.99637365,0.000759404,0.0020504822,0.000069956346,0.00065231696,0.0000942097],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021610686,0.00008621609,0.0003670635,0.00024654192,0.0004368292,0.00000986526,0.00013500231,0.00021561062,0.0006234711],"category_scores_gemma":[0.00049718714,0.00006503469,0.000106726155,0.0011994969,0.000022065216,0.00042585042,0.000027120715,0.00033339584,0.0000055699074],"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":[0.0017104531,0.0020795662,0.87001306,0.00018678322,0.0010580455,0.00002247458,0.06912688,0.00006557933,0.000044805995,0.013363565,0.011151434,0.031177348],"study_design_scores_gemma":[0.0008731264,0.0002171883,0.8764933,0.00007385207,0.0007920864,0.000004451759,0.10492286,0.00008627049,0.0000023542066,0.00044460656,0.01598188,0.000108020795],"about_ca_topic_score_codex":0.001544877,"about_ca_topic_score_gemma":0.019651128,"teacher_disagreement_score":0.035795975,"about_ca_system_score_codex":0.0003333026,"about_ca_system_score_gemma":0.0003029712,"threshold_uncertainty_score":0.99823767},"labels":[],"label_agreement":null},{"id":"W2042547494","doi":"10.1300/j083v46n03_04","title":"Social Inclusion","year":2006,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":27,"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":"Inclusion (mineral); Neglect; Social exclusion; Poverty; Intervention (counseling); Sociology; Social determinants of health; Field (mathematics); Psychology; Economic growth; Criminology; Social science; Medicine; Public health; Psychiatry; Nursing; Economics","score_opus":0.04055552856410717,"score_gpt":0.34259223419608387,"score_spread":0.3020367056319767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2042547494","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90097773,0.001688619,0.0003518755,0.032729875,0.0005726521,0.0001117512,7.214191e-7,0.000056786128,0.063510016],"genre_scores_gemma":[0.99333656,0.000074413736,0.00028306656,0.0003414697,0.005004598,0.0000012865947,6.2917854e-7,0.000006657277,0.0009513469],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99797463,0.0004042783,0.00042580403,0.000107037245,0.00070819166,0.0003800271],"domain_scores_gemma":[0.9991601,0.00017691952,0.00036827743,0.000033722343,0.00017806295,0.000082899845],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00090382877,0.000105501975,0.0003309367,0.000050674847,0.0035848708,0.00006293342,0.00035073404,0.00030482,0.0004979587],"category_scores_gemma":[0.0001380997,0.000082289516,0.00030332437,0.0005087372,0.00030973446,0.00016208946,0.00012581453,0.0003569389,0.000021085945],"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":[0.001055903,0.0015170953,0.06285643,0.000014919487,0.0001595884,0.00048660956,0.07707524,0.000009126826,0.0012538556,0.15901372,0.47071692,0.22584058],"study_design_scores_gemma":[0.0013330127,0.00029843228,0.17210124,0.00007008379,0.00010406031,0.00001003822,0.0025545314,6.153017e-7,0.00008999121,0.15816945,0.66482574,0.00044284016],"about_ca_topic_score_codex":0.0003214761,"about_ca_topic_score_gemma":0.0008476706,"teacher_disagreement_score":0.22539775,"about_ca_system_score_codex":0.0002113151,"about_ca_system_score_gemma":0.00011537948,"threshold_uncertainty_score":0.9977123},"labels":[],"label_agreement":null},{"id":"W2051906917","doi":"10.1080/01634372.2012.690837","title":"Gerontological Social Workers' Perceived Efficacy for Influencing Client Outcomes","year":2012,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","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 Toronto; Baycrest Hospital","funders":"","keywords":"Social work; Psychology; Self-efficacy; Social support; Nursing; Social psychology; Medicine; Economic growth; Economics","score_opus":0.12606483254245765,"score_gpt":0.4439877036775791,"score_spread":0.31792287113512147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2051906917","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9826636,0.000783328,0.0008642713,0.008931722,0.0040578474,0.00063436775,0.000007417287,0.00007958222,0.0019778984],"genre_scores_gemma":[0.99039876,0.000014859373,0.0022550311,0.0008017991,0.0056911493,0.00004219903,0.0000057360808,0.000027527884,0.000762933],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99548703,0.0008448923,0.0014566977,0.0002436302,0.00057716126,0.0013906108],"domain_scores_gemma":[0.99577564,0.0021029168,0.0011967302,0.0001244408,0.00042017258,0.0003800706],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001932375,0.0003392307,0.0012959377,0.00010469563,0.0025201128,0.00003213645,0.00040818655,0.00092400727,0.0007992359],"category_scores_gemma":[0.0012442814,0.00022782944,0.0009539745,0.0003596131,0.00021347492,0.0002357742,0.00011164432,0.001297181,0.000073589785],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003104242,0.0010776957,0.78095746,0.00008068983,0.00035417703,0.000019713301,0.04991188,0.0000033478473,0.0001235632,0.0020160358,0.12728527,0.035065938],"study_design_scores_gemma":[0.00240196,0.00029001737,0.9496051,0.000060719965,0.00020481767,0.0000063534017,0.015856987,4.6182151e-7,0.0000014898361,0.00048068308,0.030824522,0.0002668552],"about_ca_topic_score_codex":0.0000284119,"about_ca_topic_score_gemma":0.000016727301,"teacher_disagreement_score":0.16864769,"about_ca_system_score_codex":0.00070988305,"about_ca_system_score_gemma":0.0001794688,"threshold_uncertainty_score":0.99877846},"labels":[],"label_agreement":null},{"id":"W2061804341","doi":"10.1080/01634370903088051","title":"Dementia Care Planning: Shared Experience and Collaboration","year":2009,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","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":"Toronto Rehabilitation Institute","funders":"","keywords":"Dementia; Focus group; Nursing; Health care; Perception; Psychology; Medicine; Business; Political science","score_opus":0.03970899644749085,"score_gpt":0.37876702994139794,"score_spread":0.33905803349390706,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2061804341","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99018943,0.0022421454,0.00028814122,0.0038836387,0.00006559031,0.00013504758,8.311203e-7,0.000009424471,0.003185729],"genre_scores_gemma":[0.9984344,0.00003017697,0.0007468801,0.00043446347,0.00023866378,0.0000025585257,0.0000029930022,0.0000025212385,0.00010730411],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990561,0.00005857757,0.0002450166,0.00009706792,0.0003607935,0.00018242354],"domain_scores_gemma":[0.9993576,0.000026049216,0.0001335982,0.000031378815,0.00032248005,0.00012889078],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014673843,0.000076941345,0.00022713609,0.000043212916,0.00019791545,0.000059140224,0.000058659243,0.00008336408,0.0002699487],"category_scores_gemma":[0.00012217386,0.00005468819,0.00006513157,0.00022924556,0.000068983376,0.00011917172,0.000015932992,0.00018133571,0.0000025328052],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022671476,0.00036016572,0.88411224,0.000023006925,0.00013277556,0.0005570955,0.014109243,8.5075646e-7,0.002733144,0.00028534196,0.0060512573,0.08936773],"study_design_scores_gemma":[0.001119376,0.0013796807,0.9868346,0.000051356197,0.000073779695,0.00003180694,0.006087819,0.0000012697569,0.00022911436,0.00018967198,0.0039419727,0.000059549842],"about_ca_topic_score_codex":5.492075e-7,"about_ca_topic_score_gemma":3.7739446e-7,"teacher_disagreement_score":0.10272237,"about_ca_system_score_codex":0.000058234105,"about_ca_system_score_gemma":0.000052273343,"threshold_uncertainty_score":0.2955749},"labels":[],"label_agreement":null},{"id":"W2069704095","doi":"10.1300/j083v46n02_02","title":"Older Women's Experiences of Psychological Violence in Their Marital Relationships","year":2005,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":75,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"Université de Montréal","keywords":"Intimidation; Harassment; Abdication; Psychology; Blame; Wife; Domestic violence; Social psychology; Forgiveness; Clinical psychology; Developmental psychology; Suicide prevention; Poison control; Medicine; Medical emergency","score_opus":0.06343723977870859,"score_gpt":0.3516947846521895,"score_spread":0.28825754487348093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2069704095","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9926581,0.00091043906,0.00006645641,0.002444791,0.00021999345,0.00009245326,4.4324435e-7,0.000013868682,0.0035934735],"genre_scores_gemma":[0.99825346,0.00033242028,0.000549516,0.00017058497,0.00059712643,0.00001787679,1.633527e-7,0.000003911183,0.000074953045],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99771553,0.00068380916,0.0006128702,0.00015142238,0.00043314145,0.0004032046],"domain_scores_gemma":[0.99880135,0.00051808526,0.00037711667,0.00006466313,0.00010581273,0.00013296597],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014965651,0.000113832524,0.00039593858,0.00007780578,0.000434953,0.00003155541,0.00041576748,0.00030806556,0.0011616787],"category_scores_gemma":[0.0005345336,0.000079553436,0.00017049797,0.0006536683,0.0005891355,0.00025940881,0.00003061021,0.00056242035,0.000008136353],"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":[0.0005308092,0.001305992,0.20361845,0.0000054851366,0.000037577363,0.000050792853,0.63838273,0.000012126379,0.00005460848,0.004749732,0.0018216041,0.14943007],"study_design_scores_gemma":[0.0010593507,0.000542757,0.72707075,0.00027297027,0.000012977989,0.000011566739,0.2533262,0.0000020878529,0.00006545374,0.01336758,0.0039628614,0.00030546007],"about_ca_topic_score_codex":0.000016031834,"about_ca_topic_score_gemma":0.00017485453,"teacher_disagreement_score":0.5234523,"about_ca_system_score_codex":0.00018998474,"about_ca_system_score_gemma":0.00006299661,"threshold_uncertainty_score":0.9997514},"labels":[],"label_agreement":null},{"id":"W2072019843","doi":"10.1080/01634370802561935","title":"Canadian-Jewish Seniors: Marriage/Cohabitation After Age 65","year":2008,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","topic":"Intergenerational Family Dynamics and Caregiving","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":true,"ca_institutions":"University of Toronto; York University","funders":"","keywords":"Cohabitation; Exploratory research; Qualitative research; Judaism; Psychology; Focus group; Gerontology; Lived experience; Gender studies; Medicine; Sociology; Political science; Geography; Social science","score_opus":0.023175817601745686,"score_gpt":0.27940619794443994,"score_spread":0.25623038034269424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2072019843","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9703759,0.0004236306,0.00033747667,0.007040275,0.0012266219,0.00008805216,0.00000493841,0.000013941716,0.020489192],"genre_scores_gemma":[0.9939527,0.00006414824,0.0008248397,0.00084509375,0.0019034562,0.000005084541,0.0000027534188,0.0000075389066,0.002394398],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983474,0.00028671554,0.0003700478,0.000114770235,0.00051619764,0.00036484536],"domain_scores_gemma":[0.99906,0.00012019613,0.00021029732,0.000044947275,0.0003090013,0.00025557535],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006538908,0.00010447263,0.00024275397,0.00007911183,0.0011492752,0.00008305142,0.00022598953,0.0002329466,0.00066878594],"category_scores_gemma":[0.00033205326,0.00008963484,0.00024210091,0.00030682192,0.000215829,0.00020191743,0.000016909027,0.00028471576,0.000024592942],"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":[0.0008676628,0.0005498013,0.38908392,0.000024486379,0.0005149428,0.012927434,0.13706714,0.00028854623,0.00035243054,0.17703629,0.23187263,0.049414713],"study_design_scores_gemma":[0.000456081,0.00016154637,0.8518728,0.000046756973,0.000044880788,0.000038677106,0.0044972864,0.000014025207,0.0000028717532,0.012336778,0.13013472,0.0003935884],"about_ca_topic_score_codex":0.005997968,"about_ca_topic_score_gemma":0.11120954,"teacher_disagreement_score":0.46278885,"about_ca_system_score_codex":0.0007086475,"about_ca_system_score_gemma":0.00043604296,"threshold_uncertainty_score":0.90671736},"labels":[],"label_agreement":null},{"id":"W2072712850","doi":"10.1080/01634372.2013.875971","title":"Supporting Residents Moving Into Long-Term Care: Multiple Layers Shape Residents’ Experiences","year":2013,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":38,"is_retracted":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; McGill University","funders":"","keywords":"Relocation; Grounded theory; Long-term care; Interpersonal communication; Term (time); Social work; Psychology; Social psychology; Process (computing); Nursing; Gerontology; Medicine; Sociology; Qualitative research; Computer science; Political science; Social science","score_opus":0.052545838508287535,"score_gpt":0.40906977977669323,"score_spread":0.3565239412684057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2072712850","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9918435,0.001914066,0.00012778009,0.002546516,0.0023823413,0.00037424886,6.9034644e-7,0.000049026658,0.00076182163],"genre_scores_gemma":[0.9964325,0.00004708425,0.0008217551,0.00029808856,0.0017799468,0.000047318517,0.0000036120002,0.00001904908,0.00055066013],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963984,0.0005750417,0.0013158489,0.0002538628,0.0006548579,0.0008020127],"domain_scores_gemma":[0.9970623,0.0007062289,0.0013027617,0.00013571979,0.00051200093,0.0002809458],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00072948507,0.00022027004,0.0006458424,0.0001087292,0.0018576179,0.00008027037,0.0004788031,0.0004391054,0.0037761847],"category_scores_gemma":[0.0011295892,0.00016263951,0.00030677492,0.0003809335,0.00015711211,0.00038208318,0.00016358201,0.0009362838,0.00012140519],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002432672,0.00006447858,0.832515,0.00006642218,0.00004649832,0.00009136247,0.11247688,0.000001256305,0.00017529156,0.000011203664,0.031242969,0.023065377],"study_design_scores_gemma":[0.00072579464,0.00016836356,0.8720925,0.00020446451,0.00003684038,0.0000057511816,0.12598713,0.0000021730705,0.000022030823,0.00037625615,0.00020679178,0.00017193412],"about_ca_topic_score_codex":0.0010504437,"about_ca_topic_score_gemma":0.0002566235,"teacher_disagreement_score":0.03957748,"about_ca_system_score_codex":0.0004859049,"about_ca_system_score_gemma":0.00019692464,"threshold_uncertainty_score":0.9994418},"labels":[],"label_agreement":null},{"id":"W2080739473","doi":"10.1080/01634372.2014.904469","title":"Screening for Geriatric Depression in Residential Care Facilities: A Systematic Narrative Review","year":2014,"lang":"en","type":"review","venue":"Journal of Gerontological Social Work","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":25,"is_retracted":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":"Narrative review; Residential care; Depression (economics); Medicine; Assisted Living Facility; Aged care; Narrative; Geriatric care; Gerontology; Assisted living; Nursing; Intensive care medicine","score_opus":0.13478421308160532,"score_gpt":0.4753412564510128,"score_spread":0.34055704336940745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2080739473","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":[0.000030018464,0.9924168,0.0007344152,0.0002674922,0.0019860375,0.004159385,0.000032418015,0.000025767851,0.00034763876],"genre_scores_gemma":[0.00019555354,0.9950583,0.0005755984,0.00006918235,0.0024415883,0.0005534464,0.00003561051,0.000040670267,0.0010300574],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.98991174,0.0045432406,0.0038894727,0.00036765443,0.00059187115,0.00069605146],"domain_scores_gemma":[0.990787,0.0034144786,0.004848026,0.00022452035,0.00055641803,0.00016952922],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0030642152,0.0005099562,0.0068383343,0.00029337595,0.0010489586,0.000030197998,0.0005778647,0.0012506874,0.00024383872],"category_scores_gemma":[0.0028352172,0.0003194736,0.0019367568,0.00083002803,0.00006924922,0.00010184598,0.000114257884,0.0018157195,0.000018842835],"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":[0.00016459462,0.00003527455,0.000025558364,0.80110484,0.0001589313,0.000025887352,0.011959087,2.7062947e-7,1.1567056e-8,0.000024383586,0.039265487,0.14723568],"study_design_scores_gemma":[0.0005971248,0.00016643984,0.00005686798,0.44434622,0.0013638237,0.000014423515,0.013110651,9.765171e-8,4.8881463e-9,0.00006762412,0.5399976,0.00027914223],"about_ca_topic_score_codex":0.000034358283,"about_ca_topic_score_gemma":0.00005612686,"teacher_disagreement_score":0.5007321,"about_ca_system_score_codex":0.00086578494,"about_ca_system_score_gemma":0.0006030927,"threshold_uncertainty_score":0.99992573},"labels":[],"label_agreement":null},{"id":"W2089529854","doi":"10.1080/01634372.2014.912997","title":"Grannies, Elders, and Friends: Aging Aboriginal Women in Toronto","year":2014,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","topic":"Aging, Elder Care, and Social Issues","field":"Health Professions","cited_by":28,"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 Metropolitan University","funders":"AGE-WELL","keywords":"Friendship; Gerontology; Aging in place; Psychology; Gender studies; Sense of community; Successful aging; Sociology; Medicine; Social psychology","score_opus":0.029432145007226428,"score_gpt":0.39470707893347184,"score_spread":0.36527493392624544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2089529854","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97140056,0.0020388283,0.00034755803,0.0022363388,0.0008073194,0.00014393209,0.0000013341316,0.000031556847,0.022992596],"genre_scores_gemma":[0.9954455,0.00026057533,0.0003651772,0.0013697754,0.0019300539,0.000014086538,8.9094533e-7,0.000013193328,0.0006007663],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971859,0.0008174174,0.0007195289,0.00017767517,0.00033058287,0.0007689029],"domain_scores_gemma":[0.99850255,0.0005157707,0.00049913547,0.00007536853,0.00014942231,0.00025774565],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019666632,0.00017388513,0.0007045361,0.00004435793,0.0009163261,0.000026364512,0.00021052473,0.00035312164,0.0006395053],"category_scores_gemma":[0.0002445234,0.0001343538,0.00011006533,0.00018215796,0.00015718637,0.00023612288,0.00004947182,0.00086895184,0.000008889777],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00049701944,0.00017249363,0.6983693,0.00010169458,0.000112976806,0.00007791931,0.24635747,0.0000011384924,0.000024959289,0.014914964,0.0061303433,0.03323972],"study_design_scores_gemma":[0.0023979072,0.00045425905,0.62575066,0.00028499894,0.000050326522,0.0000043888726,0.22645026,0.000003629463,0.000001613363,0.018941205,0.12528421,0.0003765597],"about_ca_topic_score_codex":0.0009061414,"about_ca_topic_score_gemma":0.0017251138,"teacher_disagreement_score":0.119153865,"about_ca_system_score_codex":0.0009909592,"about_ca_system_score_gemma":0.00012384877,"threshold_uncertainty_score":0.70477325},"labels":[],"label_agreement":null},{"id":"W2122964070","doi":"10.1080/01634372.2013.834857","title":"Clinically Significant Effects of Group Cognitive Behavioral Therapy on Spouse Caregivers' Mental Health and Cognitive Functioning: A Pilot Study","year":2013,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","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":"Baycrest Hospital; University of Manitoba","funders":"","keywords":"Mood; Cognition; Spouse; Clinical psychology; Intervention (counseling); Mental health; Medicine; Group psychotherapy; Psychology; Cognitive behavioral therapy; Cognitive therapy; Psychiatry","score_opus":0.06968527908063293,"score_gpt":0.35745212839259,"score_spread":0.28776684931195706,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2122964070","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99513656,0.00065369165,0.00008297656,0.001714841,0.0011578245,0.0008948378,0.000008133773,0.000014016784,0.00033711985],"genre_scores_gemma":[0.9981404,0.00011320834,0.000032050317,0.0010932625,0.00042695375,0.000018273633,0.000007653285,0.000011178768,0.00015699654],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99781483,0.00054184475,0.00070253393,0.00026230898,0.0003844993,0.00029400375],"domain_scores_gemma":[0.9983919,0.0004624366,0.0006722202,0.000041338637,0.00019632913,0.00023571937],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003879537,0.00020622427,0.0005966556,0.0000636551,0.00037813894,0.000033252272,0.000109932764,0.000101175705,0.00042711396],"category_scores_gemma":[0.00005701262,0.0001461831,0.0001711588,0.00017458541,0.00023048565,0.000070018825,0.000029834173,0.0004491585,0.000026032749],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.034131702,0.061072335,0.5271644,0.000048214955,0.0017452957,0.00014354124,0.06755443,2.3339521e-7,0.00017730091,0.0011703105,0.014361603,0.2924306],"study_design_scores_gemma":[0.006074405,0.032500055,0.9424342,0.00025408337,0.000048419486,0.0000055308833,0.018171107,3.5831356e-8,0.0000024794638,0.0002655968,0.00009584651,0.00014827459],"about_ca_topic_score_codex":0.00009947408,"about_ca_topic_score_gemma":0.0000068422473,"teacher_disagreement_score":0.41526976,"about_ca_system_score_codex":0.00006636358,"about_ca_system_score_gemma":0.00005463376,"threshold_uncertainty_score":0.5961174},"labels":[],"label_agreement":null},{"id":"W2129751962","doi":"10.1080/01634372.2015.1042129","title":"Job Satisfaction Among Gerontological Social Workers in Ontario, Canada","year":2015,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Baycrest Hospital; University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Job satisfaction; Workforce; Social work; Interpersonal communication; Psychology; Job attitude; Nursing; Gerontology; Social psychology; Job performance; Medicine; Political science","score_opus":0.0988460887670997,"score_gpt":0.3659610202306321,"score_spread":0.2671149314635324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2129751962","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9825413,0.000240256,0.00007542819,0.0057539963,0.003630107,0.0002401375,0.0000020510845,0.000026077994,0.0074906177],"genre_scores_gemma":[0.99656767,0.0000041641015,0.00031711426,0.00029654676,0.0013997498,0.000013235717,0.0000032378318,0.000013450463,0.0013848168],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996157,0.00093434926,0.0011615339,0.0002266586,0.0007481464,0.00077231694],"domain_scores_gemma":[0.99800736,0.00039936474,0.0008450943,0.00008468906,0.00032708043,0.00033642494],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012638369,0.00023679876,0.0008816289,0.00008840574,0.0008021265,0.000023461176,0.0002507814,0.00071140815,0.0012021145],"category_scores_gemma":[0.0004037241,0.00018002851,0.00022266932,0.00044501986,0.00015592645,0.00017163316,0.00006940573,0.002139725,0.000015502043],"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":[0.0007378092,0.00003950131,0.8095606,0.0000054157717,0.000032086667,0.00013590402,0.0057483832,0.000005886534,0.0000016716036,0.00008667093,0.17937833,0.0042677317],"study_design_scores_gemma":[0.0014655187,0.00016159011,0.9671291,0.000051347753,0.00004348252,0.000007851764,0.019463338,5.2991754e-7,2.8929344e-7,0.0008369989,0.010649512,0.00019045401],"about_ca_topic_score_codex":0.9076634,"about_ca_topic_score_gemma":0.99415296,"teacher_disagreement_score":0.16872881,"about_ca_system_score_codex":0.005216191,"about_ca_system_score_gemma":0.0027899041,"threshold_uncertainty_score":0.9997109},"labels":[],"label_agreement":null},{"id":"W2144622653","doi":"10.1080/01634372.2015.1008166","title":"Intergenerational Programs for Persons With Dementia: A Scoping Review","year":2015,"lang":"en","type":"review","venue":"Journal of Gerontological Social Work","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":99,"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":"University of Toronto","keywords":"Dementia; Psychology; Mood; Perception; Set (abstract data type); Developmental psychology; Gerontology; Applied psychology; Medical education; Clinical psychology; Medicine","score_opus":0.2888075672885434,"score_gpt":0.5116649334869863,"score_spread":0.22285736619844287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2144622653","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":[0.0000027912013,0.99306804,0.00087392266,0.0014766479,0.0013776161,0.0026982385,0.000011741254,0.00002214321,0.00046887746],"genre_scores_gemma":[0.0000045801485,0.992029,0.0034821741,0.00016775636,0.0033330596,0.00041524632,0.00007034747,0.000033045166,0.00046479658],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964317,0.0008220448,0.0015609766,0.00022680771,0.00046968635,0.0004887679],"domain_scores_gemma":[0.99618375,0.00043674294,0.002352315,0.000104131635,0.00072589,0.00019715841],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017829562,0.00032417278,0.0028474594,0.00007454693,0.0007548948,0.000025108375,0.00030970914,0.00056049036,0.00030541216],"category_scores_gemma":[0.00028654523,0.00018286132,0.0009281638,0.00045355037,0.00008417064,0.000071760194,0.000055397253,0.0010148357,0.000017398177],"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":[0.00009260809,0.00008920139,0.000023806568,0.045852244,0.0003939414,0.00001237584,0.00035319474,2.94158e-8,4.1403347e-9,0.00007103798,0.17923698,0.7738746],"study_design_scores_gemma":[0.00034038027,0.00036371613,0.0000052053147,0.25419095,0.0021223668,0.000021866801,0.00020752945,2.8760898e-8,1.5569256e-9,0.00004355656,0.74254113,0.00016324241],"about_ca_topic_score_codex":0.000003010757,"about_ca_topic_score_gemma":0.00003702818,"teacher_disagreement_score":0.7737113,"about_ca_system_score_codex":0.00043986674,"about_ca_system_score_gemma":0.0019091058,"threshold_uncertainty_score":0.7456868},"labels":[],"label_agreement":null},{"id":"W2290382558","doi":"10.1080/01634372.2015.1118716","title":"Strengthening Social Capital Through Residential Environment Development for Older Chinese in a Canadian Context","year":2015,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","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":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Social capital; Social environment; Context (archaeology); Psychology; Focus group; Population ageing; Qualitative research; Social support; Population; Gerontology; Sociology; Social psychology; Geography; Medicine; Demography; Social science","score_opus":0.06782499569201336,"score_gpt":0.35443401716417816,"score_spread":0.2866090214721648,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2290382558","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96937686,0.0007176842,0.00025435467,0.0259412,0.00085442053,0.0003141106,0.0000054496377,0.000009998158,0.0025258975],"genre_scores_gemma":[0.9955816,0.000020697309,0.0014731501,0.0010188287,0.0015210774,0.000017564518,0.0000025483355,0.000009527659,0.00035496865],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9974761,0.0002805226,0.00070299924,0.00015061282,0.0005482758,0.00084148],"domain_scores_gemma":[0.9988206,0.00023224897,0.00031976227,0.000036177917,0.00010400071,0.00048721518],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018108521,0.00014775519,0.00046886728,0.00006288581,0.0011170405,0.0000863068,0.00027886653,0.00029145394,0.00028828095],"category_scores_gemma":[0.0006507278,0.000119192504,0.00017965691,0.00018149968,0.00019441251,0.00021682226,0.00003223331,0.00030414236,0.000010579118],"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":[0.0006294343,0.0003238298,0.33883953,0.000036659607,0.00011976247,0.00013929438,0.55286276,0.000021099786,8.364182e-7,0.031100411,0.028027507,0.047898848],"study_design_scores_gemma":[0.001911933,0.00007977539,0.69049376,0.00003871973,0.000018400091,0.0000024710719,0.048735537,0.0000012017556,0.0000014105722,0.006543235,0.2519098,0.00026377485],"about_ca_topic_score_codex":0.08810511,"about_ca_topic_score_gemma":0.4905732,"teacher_disagreement_score":0.50412726,"about_ca_system_score_codex":0.0017652418,"about_ca_system_score_gemma":0.0016376384,"threshold_uncertainty_score":0.91796726},"labels":[],"label_agreement":null},{"id":"W2316213862","doi":"10.1080/01634372.2016.1151472","title":"Alzheimer’s Disease and Social Work Practice: Implications of Advances in Neurosciences for Social Workers","year":2016,"lang":"en","type":"letter","venue":"Journal of Gerontological Social Work","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 Toronto","funders":"","keywords":"Social work; Disease; Psychology; Work (physics); Psychiatry; Medicine; Political science","score_opus":0.09991162059604697,"score_gpt":0.4598034504699379,"score_spread":0.35989182987389096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2316213862","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014653983,0.008687151,0.00019956639,0.97146976,0.0022529985,0.00074005034,0.000083493425,0.0000151322065,0.0018978387],"genre_scores_gemma":[0.68432343,0.0014886599,0.0014239611,0.27963474,0.029986056,0.00043320184,0.0000477796,0.00011198937,0.0025501882],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99668354,0.0006009304,0.0010480462,0.00043259453,0.00049660035,0.0007382683],"domain_scores_gemma":[0.9963366,0.001288937,0.0019518684,0.0001061078,0.00018313313,0.00013338435],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008048156,0.0002938874,0.00087970914,0.00014443714,0.00077192305,0.000047977624,0.0005367273,0.00075939327,0.00016619095],"category_scores_gemma":[0.0002146064,0.00020775163,0.0004017161,0.0005421459,0.00094161724,0.00035027438,0.000063306594,0.001141615,0.000005783047],"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":[0.0032762026,0.0003788071,0.017048363,0.00007167654,0.00012721763,0.00012901102,0.0023089033,3.0468e-7,0.000004796907,0.0016595147,0.74883413,0.22616105],"study_design_scores_gemma":[0.0010025116,0.00039740646,0.23933527,0.00010059595,0.00028179085,0.000017297945,0.0013728301,4.1046917e-8,4.2038135e-7,0.0044049514,0.75280774,0.0002791382],"about_ca_topic_score_codex":0.000008189594,"about_ca_topic_score_gemma":0.000008193284,"teacher_disagreement_score":0.69183505,"about_ca_system_score_codex":0.00015299101,"about_ca_system_score_gemma":0.00023172596,"threshold_uncertainty_score":0.84718657},"labels":[],"label_agreement":null},{"id":"W2412345761","doi":"10.1080/01634372.2016.1197354","title":"Assessing Social Isolation: Pilot Testing Different Methods","year":2016,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":17,"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":"AARP Foundation; University of Lethbridge; World Health Organization","keywords":"Social isolation; Isolation (microbiology); Scale (ratio); Psychology; Test (biology); Gerontology; Medicine; Family medicine; Psychiatry","score_opus":0.2968375993878713,"score_gpt":0.48950895025741875,"score_spread":0.19267135086954745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2412345761","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7616732,0.0006039312,0.06161776,0.14719754,0.002757106,0.00022573104,0.0000020100829,0.00010260861,0.02582011],"genre_scores_gemma":[0.9789527,0.000025552814,0.015604089,0.0009530064,0.003991191,0.0000030457677,1.1007106e-7,0.000009127166,0.0004611575],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99663264,0.0014177917,0.00068114785,0.00014155507,0.00053507776,0.00059180055],"domain_scores_gemma":[0.9961503,0.0026343379,0.0006620199,0.000044599503,0.00028049608,0.00022824819],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0026455652,0.00013988129,0.00051417353,0.000044553817,0.0023097298,0.00020540634,0.00029577146,0.00022031678,0.0006578896],"category_scores_gemma":[0.0030897923,0.00008088522,0.00022178452,0.0003557539,0.00033395377,0.00043460904,0.000050818333,0.00031130758,0.00000800118],"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":[0.00018167778,0.00025807865,0.22132035,0.000024505385,0.00006576046,0.000029089884,0.00521093,3.2568605e-7,0.0002120042,0.04230755,0.0056601483,0.7247296],"study_design_scores_gemma":[0.0005590951,0.00014422787,0.9610306,0.00009079756,0.00003623456,0.00000319001,0.0028413269,0.0000010657263,0.000008977846,0.0110890595,0.024014099,0.00018135371],"about_ca_topic_score_codex":0.00009752595,"about_ca_topic_score_gemma":0.000088485314,"teacher_disagreement_score":0.7397102,"about_ca_system_score_codex":0.0004678509,"about_ca_system_score_gemma":0.0002187236,"threshold_uncertainty_score":0.9989891},"labels":[],"label_agreement":null},{"id":"W2479133717","doi":"10.1080/01634372.2016.1218988","title":"Facilitators and Barriers to Implementing Transitional Care Managers Within a Public Health Care System","year":2016,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","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":"The Quebec Population Health Research Network; Centre de Santé et de Services Sociaux Cavendish","funders":"","keywords":"Transitional care; Context (archaeology); Nursing; Health care; Intervention (counseling); Limiting; Process management; Business; Quality (philosophy); Public relations; Medicine; Political science","score_opus":0.052802849243654484,"score_gpt":0.3788314778542241,"score_spread":0.32602862861056964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2479133717","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95040196,0.0018713176,0.0019178801,0.042894907,0.0013698735,0.0004644731,0.00007312243,0.00005794362,0.0009485107],"genre_scores_gemma":[0.9977472,0.000010249308,0.0009783823,0.0005744144,0.00057730585,0.000016169733,0.000002928397,0.000011493634,0.00008186859],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99714535,0.00072388083,0.0008450173,0.00020285323,0.00040372356,0.0006791829],"domain_scores_gemma":[0.9981145,0.00022561911,0.0005063874,0.00007458802,0.00036521791,0.0007136763],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0010751198,0.0001578338,0.0005330409,0.00012091113,0.0019253265,0.000024595232,0.00015200982,0.00019469045,0.0002565455],"category_scores_gemma":[0.00026602496,0.00009793268,0.00017829522,0.0003039062,0.000082402126,0.00011658913,0.000049514285,0.0003500687,0.00001167513],"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":[0.0011168794,0.000032633496,0.14343977,0.0010237602,0.0002944577,0.00010359428,0.5776666,0.0000019714844,0.00006528363,0.0074328952,0.038097844,0.23072435],"study_design_scores_gemma":[0.0017866611,0.0005060953,0.14143948,0.00049647724,0.000042634067,0.000013343602,0.80551964,1.1316351e-7,0.0000017013522,0.00009188365,0.04986926,0.00023269631],"about_ca_topic_score_codex":0.00007517587,"about_ca_topic_score_gemma":0.00018417096,"teacher_disagreement_score":0.23049165,"about_ca_system_score_codex":0.0011893079,"about_ca_system_score_gemma":0.0005467764,"threshold_uncertainty_score":0.99937403},"labels":[],"label_agreement":null},{"id":"W2487070084","doi":"10.1080/01634372.2016.1214660","title":"Haudenosaunee Grandmothers Caring for their Grandchildren: The Process of Assuming the Caregiving Role","year":2016,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","topic":"Intergenerational Family Dynamics and Caregiving","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":"Wilfrid Laurier University","funders":"National Institute on Aging","keywords":"Grandparent; Grounded theory; Psychology; Welfare; Primary caregiver; Gerontology; Developmental psychology; Medicine; Sociology; Qualitative research; Political science","score_opus":0.018868237252092735,"score_gpt":0.29239954386971095,"score_spread":0.2735313066176182,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2487070084","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9693549,0.00096385565,0.008866793,0.017106416,0.00069607934,0.00029836094,0.000008656034,0.000012029888,0.002692859],"genre_scores_gemma":[0.99837554,0.00004455575,0.00007940705,0.0001536129,0.0011228987,0.000011771344,2.7100177e-7,0.000008732684,0.00020321846],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9985198,0.00026068257,0.0003949545,0.00010631534,0.00043290047,0.00028536195],"domain_scores_gemma":[0.9980166,0.0009785651,0.0005002004,0.00007344906,0.0003834043,0.000047809743],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0017339884,0.000108516695,0.0002694598,0.000025250485,0.0014919377,0.000072127055,0.0005816893,0.00012166864,0.000031259544],"category_scores_gemma":[0.0005615748,0.000043831682,0.0003603373,0.00019947105,0.0004100732,0.00012278749,0.000031276097,0.00016793261,3.907092e-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":[0.0011223069,0.0003018681,0.111440435,0.000047963793,0.0009954466,0.000008400618,0.28685927,0.00049754826,0.004937309,0.30664843,0.004946502,0.28219453],"study_design_scores_gemma":[0.0054245126,0.0010877411,0.28566325,0.0014140035,0.0006412016,0.0000342587,0.37110636,0.00024413003,0.0014431005,0.23785433,0.09358468,0.001502427],"about_ca_topic_score_codex":0.000080207545,"about_ca_topic_score_gemma":0.000668668,"teacher_disagreement_score":0.2806921,"about_ca_system_score_codex":0.00011840861,"about_ca_system_score_gemma":0.000121410034,"threshold_uncertainty_score":0.999808},"labels":[],"label_agreement":null},{"id":"W2521049767","doi":"10.1080/01634372.2016.1235067","title":"‘Growing Old’ in Shelters and ‘On the Street’: Experiences of Older Homeless People","year":2016,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":51,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec à Montréal; McGill University; York University; McMaster University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Thematic analysis; Older people; Social exclusion; Social isolation; Gerontology; Qualitative research; Psychological resilience; Psychology; Sociology; Medicine; Social psychology; Political science; Psychiatry; Social science","score_opus":0.057800494289686796,"score_gpt":0.38023509848305626,"score_spread":0.32243460419336945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2521049767","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99480647,0.000323267,0.000050614206,0.0038494687,0.00038029384,0.00014063992,0.0000011898671,0.0000062057925,0.00044183858],"genre_scores_gemma":[0.9992578,0.0001203991,0.00002912383,0.00014307896,0.00035193271,0.000020765105,8.598815e-8,0.000006426139,0.00007036881],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980356,0.0006376855,0.00060418266,0.00011127029,0.00029421088,0.0003170438],"domain_scores_gemma":[0.9977983,0.0015114617,0.000456235,0.000063729894,0.000096926844,0.00007334984],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009384781,0.00010916115,0.0006511172,0.000045529345,0.00047119686,0.000008781715,0.0002170887,0.00021721626,0.00043930544],"category_scores_gemma":[0.00033568402,0.000048599057,0.0001083348,0.00024644207,0.00020562788,0.00013150783,0.000059552425,0.00036254898,0.0000034695993],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024193234,0.00012310229,0.60648316,0.00003105989,0.000030747906,0.000015733474,0.3561056,3.855216e-7,0.0001188352,0.011166239,0.00013956522,0.02554364],"study_design_scores_gemma":[0.0005095653,0.000096663534,0.5425526,0.0002841438,0.000006982593,9.272563e-8,0.45543128,2.2967372e-7,0.000029270966,0.00091888965,0.00010494854,0.00006532034],"about_ca_topic_score_codex":0.00007787675,"about_ca_topic_score_gemma":0.00059164054,"teacher_disagreement_score":0.099325664,"about_ca_system_score_codex":0.00008387437,"about_ca_system_score_gemma":0.00004812445,"threshold_uncertainty_score":0.48100865},"labels":[],"label_agreement":null},{"id":"W2758203444","doi":"10.1080/01634372.2017.1384778","title":"Boomer Matters: Responding to Emotional Health Needs in an Aging Society","year":2017,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","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":"Baby boomers; Successful aging; Psychology; Gerontology; Emotional health; Medicine; Psychotherapist; Mental health","score_opus":0.13702320502215046,"score_gpt":0.46701692329175365,"score_spread":0.3299937182696032,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2758203444","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8606666,0.00035952538,0.0011723635,0.13431062,0.0008288758,0.000121462006,0.0000023908656,0.000018830366,0.0025193733],"genre_scores_gemma":[0.9899186,0.000004134084,0.0016919168,0.0045709712,0.0010621932,0.0000069691155,0.0000013273958,0.000014865276,0.002729028],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99738574,0.0006204519,0.00060922303,0.00024342627,0.0003995302,0.0007416393],"domain_scores_gemma":[0.99855536,0.00019925277,0.0005512818,0.00026190197,0.000111730325,0.00032048931],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0026884957,0.00016530258,0.00057100283,0.000299972,0.0011758597,0.00015765037,0.00077137887,0.00026925837,0.00091761],"category_scores_gemma":[0.00015479737,0.00013567207,0.00025667908,0.00040362318,0.0002525876,0.00024618037,0.00012877009,0.0009546534,0.000080161626],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018900826,0.0008619786,0.6506399,0.00002234634,0.000249217,0.0003902771,0.06186354,0.000013518841,0.000081433864,0.0121782385,0.16955543,0.102254055],"study_design_scores_gemma":[0.0010092806,0.0004978158,0.98071575,0.00008323493,0.000008398329,0.000058549726,0.0077623394,0.0000031101254,0.0000015868148,0.0008309234,0.008862299,0.00016670227],"about_ca_topic_score_codex":0.00007020856,"about_ca_topic_score_gemma":0.00006426384,"teacher_disagreement_score":0.3300759,"about_ca_system_score_codex":0.00031688166,"about_ca_system_score_gemma":0.000093391216,"threshold_uncertainty_score":0.9999957},"labels":[],"label_agreement":null},{"id":"W2775840764","doi":"10.1080/01634372.2017.1419395","title":"Family conflict and future concerns: Opportunities for social workers to better support Chinese immigrant caregiver employees","year":2017,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","topic":"Intergenerational Family Dynamics and Caregiving","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":"McMaster University; Western University; King's University College","funders":"Institute of Gender and Health; Canadian Institutes of Health Research","keywords":"Immigration; Ethnic group; Qualitative research; Service provider; Social work; Health care; Service (business); Sociology; Psychology; Nursing; Economic growth; Political science; Medicine; Business","score_opus":0.09002656814771741,"score_gpt":0.35946089153443955,"score_spread":0.26943432338672213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2775840764","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94560856,0.00030770243,0.00029534238,0.04743531,0.0016510377,0.00022017298,0.00003344948,0.00001530318,0.004433117],"genre_scores_gemma":[0.9875326,0.00018610661,0.00046072216,0.0017945308,0.008652834,0.000016240447,0.000004502093,0.000014203245,0.0013382264],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99836206,0.00014192701,0.00041361357,0.00018809932,0.0004937869,0.00040053212],"domain_scores_gemma":[0.9986148,0.00013744085,0.00050428166,0.000082224426,0.00045626695,0.00020497653],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00080038235,0.00018883112,0.00048263872,0.000050066443,0.0035141015,0.00044411575,0.00049523247,0.00028204024,0.000096744574],"category_scores_gemma":[0.00017595451,0.00014376233,0.00033796363,0.00006782785,0.000527092,0.00028626676,0.00008296935,0.00024214745,0.0000018108636],"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":[0.0019862084,0.00026762567,0.17158912,0.000049466016,0.00078335876,0.0003406152,0.23239312,0.0000075752873,0.0003119881,0.08265124,0.33811572,0.17150396],"study_design_scores_gemma":[0.00089290703,0.00037161843,0.42996746,0.000036453806,0.0000832109,0.0000040721147,0.0670787,0.0000030501828,0.0000013764296,0.0020987557,0.49906495,0.00039743225],"about_ca_topic_score_codex":0.00027212294,"about_ca_topic_score_gemma":0.0011191545,"teacher_disagreement_score":0.25837836,"about_ca_system_score_codex":0.00014971092,"about_ca_system_score_gemma":0.00018148465,"threshold_uncertainty_score":0.9977832},"labels":[],"label_agreement":null},{"id":"W2779973991","doi":"10.1080/01634372.2017.1420001","title":"Stories of contemporary aging: An analysis of “lived” citizenship in later life","year":2017,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":15,"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; University of Ottawa; Social Sciences and Humanities Research Council","funders":"","keywords":"Citizenship; Active citizenship; Action (physics); Sociology; Narrative; Gender studies; Typology; Meaning (existential); Dignity; Feeling; Power (physics); Politics; Social psychology; Psychology; Political science; Law","score_opus":0.14795811495658703,"score_gpt":0.3900355382438237,"score_spread":0.24207742328723666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2779973991","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9925265,0.00088186027,0.00006352215,0.0024988113,0.00022847294,0.000059271908,0.0000031140214,0.000006175634,0.0037322962],"genre_scores_gemma":[0.99897736,0.00010760726,0.00016272448,0.000051853127,0.00048286017,0.0000011172226,8.3431394e-7,0.0000034816517,0.00021213712],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981686,0.00042909652,0.0006365949,0.00011365479,0.00045243968,0.00019961056],"domain_scores_gemma":[0.9978903,0.0002318231,0.0013409745,0.000115072595,0.00031436924,0.000107443135],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016034107,0.00009894745,0.00076167827,0.00014020166,0.0007590152,0.000059881193,0.00042349714,0.00015406139,0.00013438646],"category_scores_gemma":[0.0010715789,0.0000752433,0.00029862038,0.000317829,0.0007211346,0.00021942893,0.000042702522,0.00019107055,4.781999e-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":[0.00011860681,0.0000932838,0.8044101,0.000005509152,0.0003810312,0.000014786739,0.1909781,0.000007078104,0.000009104006,0.0023236014,0.0012663173,0.00039246614],"study_design_scores_gemma":[0.00030052054,0.000087807006,0.98724645,0.000021497159,0.00016552005,1.0813062e-7,0.008744874,0.0000026686805,0.000009881696,0.0026489713,0.0006899775,0.00008169707],"about_ca_topic_score_codex":0.0033538358,"about_ca_topic_score_gemma":0.011646848,"teacher_disagreement_score":0.18283635,"about_ca_system_score_codex":0.00006169882,"about_ca_system_score_gemma":0.00014130249,"threshold_uncertainty_score":0.6499215},"labels":[],"label_agreement":null},{"id":"W2932453505","doi":"10.1080/01634372.2019.1596184","title":"Assisted-Transport Caregiving and Its Impact Towards Carer-Employees","year":2019,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","topic":"Transportation and Mobility Innovations","field":"Engineering","cited_by":3,"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","funders":"Canadian Institutes of Health Research","keywords":"Psychology; Nursing; Gerontology; Business; Medicine","score_opus":0.024124541478952124,"score_gpt":0.2878397942735516,"score_spread":0.2637152527945995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2932453505","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.996357,0.00058608584,0.00058457954,0.00033489705,0.00045605857,0.000087657856,0.000009545927,0.00006053964,0.0015236137],"genre_scores_gemma":[0.9994439,0.00003091578,0.0002453143,0.000033483644,0.00016312343,0.0000019502922,0.000003842494,0.000010780255,0.00006668],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991065,0.000020074716,0.00040037252,0.00008150357,0.0002049784,0.000186535],"domain_scores_gemma":[0.9995858,0.000040615574,0.00009542611,0.000047987916,0.00014297888,0.00008719044],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017272768,0.00012293986,0.00032964628,0.00005496138,0.00008278828,0.00002059437,0.000099620214,0.00015010961,0.0003222868],"category_scores_gemma":[0.000020733261,0.000094188494,0.00017048477,0.00027165064,0.000028292443,0.00014364597,0.000004020939,0.00029299664,0.0000068383006],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018772899,0.00024544206,0.941809,0.00019495263,0.00075558043,0.000117568765,0.007307986,0.0043741283,0.0044824607,0.0036858504,0.0024354649,0.034403834],"study_design_scores_gemma":[0.0003084787,0.00012108611,0.99703157,0.000025922598,0.0000370769,0.000012838353,0.0002690874,0.0000118067765,0.00003788862,0.00007800064,0.0019497361,0.00011651029],"about_ca_topic_score_codex":0.0000077879,"about_ca_topic_score_gemma":0.00003293663,"teacher_disagreement_score":0.055222563,"about_ca_system_score_codex":0.00009882118,"about_ca_system_score_gemma":0.000034022447,"threshold_uncertainty_score":0.38408953},"labels":[],"label_agreement":null},{"id":"W3026627844","doi":"10.1080/01634372.2020.1768459","title":"Intergenerational Support between Older Adults and Adult Children in Nigeria: The Role of Reciprocity","year":2020,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":66,"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","funders":"","keywords":"Reciprocity (cultural anthropology); Nigerians; Perception; Feeling; Psychology; Social support; Developmental psychology; Interpretative phenomenological analysis; Family support; Social psychology; Medicine; Qualitative research; Sociology","score_opus":0.013729145281037587,"score_gpt":0.26786964756814824,"score_spread":0.25414050228711066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3026627844","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9859494,0.00020962437,0.00017951422,0.012311435,0.00010850913,0.00010790367,0.00000788953,0.000004303485,0.0011213989],"genre_scores_gemma":[0.99785185,0.000056117893,0.00023357905,0.0005621555,0.0012576499,0.0000026539033,0.000004959278,0.0000040503246,0.000027009912],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998617,0.00025010773,0.0004651304,0.00011312141,0.000386331,0.00016834137],"domain_scores_gemma":[0.9992031,0.00012778888,0.00030368604,0.000027948527,0.00024828847,0.00008921793],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005627882,0.00008301815,0.00026637377,0.00002237341,0.0003160118,0.00003890423,0.00023611175,0.00014291602,0.00015794375],"category_scores_gemma":[0.0003862151,0.00005716315,0.00012562226,0.00022380255,0.00019384606,0.00010657311,0.000050149272,0.00028074262,0.0000012498119],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020669939,0.00007024747,0.91842484,0.000004132793,0.00007531694,0.000004449773,0.03820852,0.00001571748,0.00008305056,0.022188034,0.0018702041,0.018848754],"study_design_scores_gemma":[0.0004325627,0.00016002364,0.98669815,0.000032124597,0.000019083825,0.000001645579,0.008436974,0.000027812974,0.000033481498,0.0028097178,0.0012307466,0.00011766899],"about_ca_topic_score_codex":0.000090153575,"about_ca_topic_score_gemma":0.0006525008,"teacher_disagreement_score":0.06827328,"about_ca_system_score_codex":0.00006317528,"about_ca_system_score_gemma":0.000096752265,"threshold_uncertainty_score":0.24305394},"labels":[],"label_agreement":null},{"id":"W3041317606","doi":"10.1080/01634372.2020.1769789","title":"Gerontological Social Work in Action: Anti-Oppressive Practice with Older Adults, their Families, and Communities","year":2020,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":21,"is_retracted":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 work; Action (physics); Work (physics); Sociology; Gerontology; Psychology; Gender studies; Medicine; Political science","score_opus":0.10046825453267078,"score_gpt":0.38403987248775295,"score_spread":0.2835716179550822,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3041317606","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9381007,0.0022550235,0.00020421931,0.056290552,0.0005495481,0.0003977883,0.0000072516996,0.000054745386,0.0021401774],"genre_scores_gemma":[0.99509966,0.0003901102,0.00079424365,0.001939957,0.0016578606,0.000021004129,0.0000063733373,0.000019575802,0.00007123865],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9961198,0.0017782308,0.00086012477,0.00022382519,0.00042351312,0.00059448864],"domain_scores_gemma":[0.9964948,0.0017866698,0.0010221655,0.00009517456,0.00038698735,0.00021419681],"candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0006772998,0.00029171476,0.0010105346,0.00006845988,0.0017127084,0.000048151764,0.00031025862,0.000635952,0.00040402453],"category_scores_gemma":[0.00041002128,0.00018792451,0.00016725845,0.00074073044,0.00039108636,0.0003184995,0.00013973794,0.0023478072,0.0000106777115],"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":[0.035039663,0.0012750597,0.1854234,0.0003404398,0.0005216991,0.0006874937,0.5826836,0.000012534314,0.000020807853,0.0014635449,0.08002365,0.11250807],"study_design_scores_gemma":[0.0027978397,0.000588642,0.6208056,0.00029002744,0.00010269846,0.00003129393,0.34640244,0.0000019870065,0.0000017063752,0.00010783879,0.028611235,0.0002586687],"about_ca_topic_score_codex":0.00016376625,"about_ca_topic_score_gemma":0.0002036801,"teacher_disagreement_score":0.43538225,"about_ca_system_score_codex":0.0002123816,"about_ca_system_score_gemma":0.00018507468,"threshold_uncertainty_score":0.9999538},"labels":[],"label_agreement":null},{"id":"W3043650626","doi":"10.1080/01634372.2020.1779163","title":"Re-integrating Older Adults Who Have Recovered from the Novel Coronavirus into Society in the Context of Stigmatization: Lessons for Health and Social Actors in Ghana","year":2020,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":16,"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 Regional Hospital; University of Northern British Columbia","funders":"","keywords":"Context (archaeology); Coronavirus; Coronavirus disease 2019 (COVID-19); Sociology; Social work; Gerontology; Psychology; Political science; Medicine; Geography","score_opus":0.16449302882224667,"score_gpt":0.43704633733996107,"score_spread":0.2725533085177144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3043650626","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7910958,0.0018740413,0.0028413997,0.20281519,0.0003037111,0.0007934099,0.000118567084,0.0000074086943,0.0001504959],"genre_scores_gemma":[0.98196244,0.000055944067,0.00056499563,0.016840678,0.0005204813,0.00001864733,0.000016271712,0.000009267836,0.000011261635],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9980118,0.0004520593,0.0008091411,0.00019822727,0.00024454726,0.00028419757],"domain_scores_gemma":[0.99743927,0.0015545987,0.0007892392,0.00006107827,0.00007008728,0.00008571449],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00094531116,0.00014677871,0.00057098776,0.00001636078,0.00038019873,0.000027370854,0.00027176947,0.0002200532,0.000080175465],"category_scores_gemma":[0.0002788682,0.000087116416,0.00021323269,0.00023207796,0.0001621363,0.00006788416,0.000039713672,0.0005880352,5.3641094e-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":[0.0031586182,0.00045251334,0.047407668,0.00010787774,0.00009193455,0.000005224174,0.77929753,0.0000010757149,0.000020041072,0.004703347,0.013385569,0.1513686],"study_design_scores_gemma":[0.004929907,0.00068206753,0.42451984,0.00028190349,0.000025963287,0.0000017729624,0.5648319,0.00007380828,0.0000042651745,0.00069726043,0.0038041978,0.00014712228],"about_ca_topic_score_codex":0.001970337,"about_ca_topic_score_gemma":0.007135789,"teacher_disagreement_score":0.37711215,"about_ca_system_score_codex":0.00033911233,"about_ca_system_score_gemma":0.00023869383,"threshold_uncertainty_score":0.39819378},"labels":[],"label_agreement":null},{"id":"W3158837024","doi":"10.1080/01634372.2021.1920537","title":"The Crisis Facing Older People Living with Neurodiversity and Their Aging Family Carers: A Social Work Perspective","year":2021,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","topic":"Health disparities and outcomes","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":true,"ca_institutions":"Université Laval; Ministry of Labour, Employment and Social Solidarity; McGill University; Centre for Interdisciplinary Research in Rehabilitation; Concordia University; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal","funders":"","keywords":"Perspective (graphical); Context (archaeology); Redress; Psychology; Social exclusion; Mental health; Social work; Older people; Gerontology; Pandemic; Coronavirus disease 2019 (COVID-19); Psychiatry; Medicine; Political science; Disease","score_opus":0.03672296625817664,"score_gpt":0.3079538679582722,"score_spread":0.27123090170009556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3158837024","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8884905,0.0028963373,0.00035748532,0.10487172,0.0004646708,0.000107932414,0.0000027752262,0.000025713713,0.0027828703],"genre_scores_gemma":[0.9966263,0.00032478652,0.00013726666,0.0018343797,0.0008516355,0.000001922862,1.5270712e-7,0.0000073159904,0.00021623378],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99770164,0.00077082624,0.00029136022,0.00020129466,0.00045522512,0.0005796313],"domain_scores_gemma":[0.9977984,0.0012130609,0.0003045181,0.000057054658,0.00043724835,0.0001897605],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0010434596,0.00015178641,0.0004334773,0.000025567764,0.0066762683,0.0003445583,0.00024530818,0.00016591455,0.00008789473],"category_scores_gemma":[0.00063367665,0.000093094,0.00023018559,0.000660298,0.00034087402,0.00024854954,0.00012157673,0.00057695946,0.0000016642335],"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":[0.00019993843,0.00012841498,0.40542555,0.000029273178,0.00022315395,0.00012891012,0.5541377,0.000005575716,0.0000025956515,0.014551539,0.011649591,0.013517754],"study_design_scores_gemma":[0.00016688116,0.000024983769,0.5718771,0.000041973362,0.000028941744,0.000003773382,0.42272356,2.1856657e-7,4.2121326e-7,0.00051291473,0.004525971,0.000093247916],"about_ca_topic_score_codex":0.00092512195,"about_ca_topic_score_gemma":0.0024531814,"teacher_disagreement_score":0.16645157,"about_ca_system_score_codex":0.00038082717,"about_ca_system_score_gemma":0.00030011593,"threshold_uncertainty_score":0.9946169},"labels":[],"label_agreement":null},{"id":"W3169025746","doi":"10.1080/01634372.2021.1901818","title":"A Promising Approach to Reducing Social Loneliness among Older Adults in Nigeria during COVID-19 Pandemic","year":2021,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","topic":"Health and Well-being Studies","field":"Psychology","cited_by":12,"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; Coronavirus disease 2019 (COVID-19); Pandemic; Social distance; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Social isolation; Gerontology; Psychology; Virology; Medicine; Social psychology; Psychiatry","score_opus":0.06548379971243505,"score_gpt":0.3768801196022022,"score_spread":0.3113963198897671,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3169025746","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9901163,0.0009086188,0.0010116699,0.0049158335,0.00083365396,0.0002852946,0.0000020937548,0.000040931576,0.0018856307],"genre_scores_gemma":[0.99579316,0.000018188588,0.0007024709,0.0011473049,0.0019607092,0.00003390214,0.0000022162494,0.000020492087,0.00032156642],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966584,0.00073596666,0.0010540502,0.00041831983,0.00035156382,0.00078172225],"domain_scores_gemma":[0.99863034,0.0002565919,0.0004911722,0.00010507939,0.00018430084,0.00033253405],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012660198,0.00023319345,0.0008590699,0.000115429306,0.000849038,0.00005469131,0.00024139415,0.00044062934,0.00020868516],"category_scores_gemma":[0.0010903588,0.00019796257,0.00024598022,0.00080075266,0.00013713175,0.00008349596,0.00010194168,0.00090212014,0.000013226998],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002984092,0.0013217859,0.8188746,0.00027704614,0.00021334871,0.0011297951,0.14836004,0.00011316501,0.00011821227,0.00024022396,0.007845274,0.018522434],"study_design_scores_gemma":[0.0025091732,0.00006574997,0.9837207,0.00014766905,0.000023812672,0.00012199457,0.012319181,0.0000017704652,0.00000507545,0.0002160763,0.0006248925,0.00024388281],"about_ca_topic_score_codex":0.000105495536,"about_ca_topic_score_gemma":0.0001312362,"teacher_disagreement_score":0.16484615,"about_ca_system_score_codex":0.0005708942,"about_ca_system_score_gemma":0.00022750047,"threshold_uncertainty_score":0.8072679},"labels":[],"label_agreement":null},{"id":"W4205131452","doi":"10.1080/01634372.2021.2019163","title":"Are Older People Living Alone Socially Isolated? A Qualitative Study of Their Experiences","year":2022,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":16,"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; Université de Montréal","funders":"","keywords":"Reciprocity (cultural anthropology); Social isolation; Qualitative research; Psychological resilience; Compromise; Gerontology; Psychology; Intervention (counseling); Older people; Activities of daily living; Isolation (microbiology); Social psychology; Sociology; Medicine; Psychiatry","score_opus":0.08009990592294952,"score_gpt":0.40194922839091035,"score_spread":0.32184932246796083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205131452","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98900366,0.00061040727,0.000059825943,0.008482116,0.0007694259,0.00026850426,0.000004370779,0.00001930799,0.0007824057],"genre_scores_gemma":[0.99843884,0.00002654814,0.000063163636,0.0006578054,0.00047404043,0.000039317132,2.1884539e-7,0.000008077912,0.00029202],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.994528,0.003033753,0.00080992805,0.00016452391,0.0009721364,0.0004916341],"domain_scores_gemma":[0.9964792,0.001540786,0.0015050132,0.00006557616,0.00024178966,0.00016763883],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0033615124,0.00014027585,0.000767043,0.000064402986,0.0028989725,0.00005566284,0.0005334733,0.00012171953,0.0022348275],"category_scores_gemma":[0.00083847175,0.00010862033,0.00028459594,0.00075355626,0.00024951433,0.00017116722,0.00015612802,0.0005337869,0.0000014202641],"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":[0.00014490481,0.0008466361,0.0495269,0.000010168504,0.000068300564,0.000019715439,0.94523257,0.000004984973,5.782115e-7,0.0010334579,0.002084173,0.0010276268],"study_design_scores_gemma":[0.0003069968,0.0003619986,0.22367476,0.000022008804,0.000017624792,0.0000012816913,0.77375454,5.2764375e-7,1.9363522e-7,0.0006835732,0.0010775164,0.000098955425],"about_ca_topic_score_codex":0.0013745849,"about_ca_topic_score_gemma":0.0039106477,"teacher_disagreement_score":0.17414786,"about_ca_system_score_codex":0.0003162853,"about_ca_system_score_gemma":0.00032917364,"threshold_uncertainty_score":0.99867725},"labels":[],"label_agreement":null},{"id":"W4292589858","doi":"10.1080/01634372.2022.2113489","title":"Cumulative Disempowerment: How Families Experience Older Adults’ Transitions into Long-Term Residential Care","year":2022,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","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":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Manitoba Health Research Council","keywords":"Empowerment; Scholarship; Psychology; Qualitative research; Long-term care; Developmental psychology; Gerontology; Nursing; Sociology; Social psychology; Medicine; Political science","score_opus":0.03579690865665414,"score_gpt":0.38260802250184617,"score_spread":0.34681111384519203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4292589858","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9854494,0.002030825,0.0005088701,0.008445947,0.0025858167,0.00039232758,0.000018662673,0.00003780617,0.00053036166],"genre_scores_gemma":[0.9979344,0.000048762264,0.0001787348,0.00020500789,0.0010470739,0.00008036211,0.000020582338,0.000015373336,0.00046971173],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99710816,0.0008995719,0.00062688964,0.00022874771,0.00067468046,0.00046196056],"domain_scores_gemma":[0.99859107,0.00024457893,0.0005846259,0.00011642301,0.00030189543,0.00016143652],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00029076356,0.0001848225,0.00050538115,0.00010869716,0.0037705032,0.000030123538,0.000335517,0.00018885183,0.0020956316],"category_scores_gemma":[0.000098022116,0.00014996175,0.00036979115,0.0005002704,0.0001831064,0.0001798842,0.00013153195,0.0010919305,0.000008029022],"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":[0.0023278105,0.00035264477,0.069923125,0.000109057175,0.000098135,0.00026849916,0.8919124,0.000013280439,0.000057964873,0.00026386647,0.018353315,0.01631989],"study_design_scores_gemma":[0.0014434585,0.00037468647,0.6161813,0.00012431992,0.00007786415,0.000009077547,0.37926602,5.045021e-7,0.000004803703,0.00022600759,0.0021117032,0.00018024282],"about_ca_topic_score_codex":0.000065863,"about_ca_topic_score_gemma":0.00013030261,"teacher_disagreement_score":0.5462582,"about_ca_system_score_codex":0.0006406488,"about_ca_system_score_gemma":0.00017205726,"threshold_uncertainty_score":0.9988166},"labels":[],"label_agreement":null},{"id":"W4306779886","doi":"10.1080/01634372.2022.2135657","title":"Social Workers’ Involvement in Developing and Implementing Social Programs for Older Adults During the COVID-19 Pandemic in Nigeria: A Concept Paper and Suggestions for Action Plans","year":2022,"lang":"en","type":"review","venue":"Journal of Gerontological Social Work","topic":"Homelessness and Social Issues","field":"Health Professions","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":"McMaster University","funders":"","keywords":"Pandemic; Psychosocial; Developing country; Economic growth; Social work; Action (physics); Political science; Coronavirus disease 2019 (COVID-19); Medicine; Public relations; Psychology; Disease; Psychiatry","score_opus":0.2679299569527719,"score_gpt":0.49689332601973707,"score_spread":0.22896336906696518,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4306779886","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":[0.31320992,0.6677601,0.000618181,0.006365777,0.0011454858,0.010617353,0.00017024155,0.00007560776,0.00003736229],"genre_scores_gemma":[0.2480575,0.73979735,0.00047688978,0.00048241814,0.0044475584,0.0063362024,0.000192508,0.000102400256,0.00010715586],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9953258,0.0014925946,0.0016828787,0.0003530094,0.0003090623,0.00083668105],"domain_scores_gemma":[0.99592716,0.0021958728,0.0016103033,0.000048492933,0.000103489525,0.00011469029],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0029097875,0.00034810277,0.0020268008,0.00012702672,0.004760759,0.000062784595,0.00023801888,0.0007919585,0.00009738041],"category_scores_gemma":[0.0004697794,0.0002472858,0.00039601556,0.00047150737,0.00018104928,0.000121849174,0.00020738527,0.001507454,2.2094923e-7],"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":[0.0004967397,0.00013940633,0.08181362,0.0075699766,0.00022008951,0.000014207698,0.1580645,2.4651908e-7,1.2787721e-7,0.0009794895,0.00027188906,0.7504297],"study_design_scores_gemma":[0.0039620134,0.000098017175,0.048034646,0.0027180782,0.00025833832,0.0000034736681,0.24839894,4.7398592e-7,1.1530188e-8,0.0009634175,0.6951197,0.00044293219],"about_ca_topic_score_codex":0.00018948752,"about_ca_topic_score_gemma":0.019033564,"teacher_disagreement_score":0.74998677,"about_ca_system_score_codex":0.0017628495,"about_ca_system_score_gemma":0.00072018243,"threshold_uncertainty_score":0.9999979},"labels":[],"label_agreement":null},{"id":"W4306973498","doi":"10.1080/01634372.2022.2133199","title":"How Does Community-Based Housing Foster Social Participation in Older Adults: Importance of Well-Designed Common Space, Proximity to Resources, Flexible Rules and Policies, and Benevolent Communities","year":2022,"lang":"en","type":"review","venue":"Journal of Gerontological Social Work","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"Canadian Institutes of Health Research; Université de Sherbrooke","keywords":"Aging in place; Space (punctuation); Public housing; Social engagement; Economic growth; Sociology; Business; Public relations; Psychology; Gerontology; Political science; Medicine; Economics; Computer science","score_opus":0.0847046455285161,"score_gpt":0.3592338219791435,"score_spread":0.2745291764506274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4306973498","genre_codex":"empirical","genre_gemma":"review","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":[0.5427037,0.45235288,0.000047802816,0.0036397795,0.00014616619,0.00082896824,0.000035723766,0.000026839687,0.000218127],"genre_scores_gemma":[0.4872376,0.51113844,0.00047583206,0.00030275187,0.0006085728,0.000083795734,0.000026341697,0.000030264753,0.00009642162],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99425316,0.0037256323,0.00089008047,0.00015319778,0.0005767476,0.0004012068],"domain_scores_gemma":[0.99696505,0.0011721515,0.0014773334,0.00012385279,0.00014360144,0.00011798886],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002360574,0.00030801859,0.0016744526,0.00021043287,0.0028046821,0.00019708557,0.00039090283,0.0003195637,0.000043922188],"category_scores_gemma":[0.0002345158,0.00022271815,0.0002582628,0.0005256491,0.00071569905,0.00019332231,0.00021385653,0.0009487874,1.6042695e-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":[0.00042251768,0.00082123256,0.05088861,0.0030675726,0.00021800223,0.000016176184,0.75821763,0.00000228826,2.0673805e-7,0.0015965888,0.0018941682,0.18285501],"study_design_scores_gemma":[0.0012942189,0.0005054975,0.12623633,0.004597752,0.00061931874,0.0000026863106,0.07734265,0.0000012247501,8.4087856e-7,0.001840113,0.7868382,0.0007211864],"about_ca_topic_score_codex":0.005385835,"about_ca_topic_score_gemma":0.052434534,"teacher_disagreement_score":0.784944,"about_ca_system_score_codex":0.0003426756,"about_ca_system_score_gemma":0.00016006551,"threshold_uncertainty_score":0.99849355},"labels":[],"label_agreement":null},{"id":"W4307343840","doi":"10.1080/01634372.2022.2139321","title":"Exploring the COVID-19 Practice Experiences of Social Workers Working in Long Term Care","year":2022,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","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 Calgary; Alberta Health Services","funders":"","keywords":"Pandemic; Preparedness; Social work; Long-term care; Nursing; Psychology; Work (physics); Coronavirus disease 2019 (COVID-19); Qualitative research; Public relations; Medicine; Sociology; Political science","score_opus":0.2295363473333069,"score_gpt":0.45282506665760114,"score_spread":0.22328871932429423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4307343840","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9774144,0.0019584456,0.00007926795,0.01571628,0.0029220344,0.00026729165,0.0000011049822,0.000017581455,0.0016235911],"genre_scores_gemma":[0.99776334,0.000041948344,0.00013762162,0.00067921804,0.0011634455,0.00011691173,0.0000016912995,0.000010339841,0.0000854971],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99579793,0.0020584492,0.0008757217,0.00015719091,0.0006630768,0.0004476105],"domain_scores_gemma":[0.9965895,0.0018854142,0.0011947694,0.00008319867,0.00014117624,0.00010593824],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0019498898,0.00013261785,0.00049152644,0.000104800005,0.0030537327,0.000018234441,0.00045454537,0.00012150239,0.000666173],"category_scores_gemma":[0.0009698486,0.000091617694,0.00024598872,0.0009665901,0.0001829194,0.00017583751,0.00019988189,0.0015066536,0.000001908944],"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":[0.0017284966,0.0001282289,0.1064803,0.000040497598,0.000046634443,0.0001353498,0.8622632,0.000037886886,0.000005015494,0.00024331626,0.007043769,0.021847298],"study_design_scores_gemma":[0.00060533074,0.00013922331,0.20346546,0.000037856556,0.000042355015,0.000010934904,0.77441216,1.01134496e-7,7.9947904e-7,0.000072395174,0.021123413,0.00008999272],"about_ca_topic_score_codex":0.00012042911,"about_ca_topic_score_gemma":0.00009852951,"teacher_disagreement_score":0.09698516,"about_ca_system_score_codex":0.0010092962,"about_ca_system_score_gemma":0.00046159863,"threshold_uncertainty_score":0.99824417},"labels":[],"label_agreement":null},{"id":"W4321498838","doi":"10.1080/01634372.2023.2181906","title":"Adventure and Spiritual Restoration: Older Adult Motivations for Undertaking a Pilgrimage on El Camino de Santiago","year":2023,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","topic":"Religious Tourism and Spaces","field":"Social Sciences","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":"Pilgrimage; Spirituality; Snowball sampling; Adventure; Psychology; Gratitude; Narrative; Id, ego and super-ego; Social psychology; Aesthetics; Sociology; History; Art; Medicine; Art history","score_opus":0.043711696694724675,"score_gpt":0.35794357519348796,"score_spread":0.3142318784987633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321498838","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96877116,0.0003558055,0.0015162318,0.024910165,0.00039882286,0.00021833509,0.0000043281393,0.00005115256,0.0037739933],"genre_scores_gemma":[0.9960164,0.00036677718,0.00076979265,0.00042020075,0.0016442866,0.00000829812,0.000002137665,0.000007543124,0.00076460984],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9987325,0.00018456465,0.00027949113,0.00012804616,0.00035281756,0.00032254556],"domain_scores_gemma":[0.9988585,0.0005109124,0.0002739574,0.000043445405,0.00019216177,0.00012098989],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007160664,0.00009862506,0.00023884427,0.00006834733,0.0012900997,0.00011654678,0.00015930843,0.00023756095,0.000029253002],"category_scores_gemma":[0.00096513284,0.00007675098,0.00014228688,0.00038853768,0.00020779535,0.00012681233,0.000018738958,0.00024686995,0.000005163033],"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":[0.0006586398,0.00038051116,0.08302825,0.000050963237,0.00018620898,0.00016020007,0.07441859,0.00010881206,0.00025159493,0.19143593,0.61820453,0.031115783],"study_design_scores_gemma":[0.001818801,0.0006638748,0.8317035,0.00020579295,0.000121002646,0.000011242571,0.025966207,0.000036537673,0.000032439304,0.06230046,0.07670979,0.0004303732],"about_ca_topic_score_codex":0.00008847301,"about_ca_topic_score_gemma":0.00030813678,"teacher_disagreement_score":0.7486752,"about_ca_system_score_codex":0.00011827696,"about_ca_system_score_gemma":0.000123868,"threshold_uncertainty_score":0.9922535},"labels":[],"label_agreement":null},{"id":"W4368360732","doi":"10.1080/01634372.2023.2207611","title":"Financial Strain and Psychological Distress Among Middle-Aged and Older Adults: A Moderated Mediation Model","year":2023,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":13,"is_retracted":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; Stressor; Moderated mediation; Psychological intervention; Psychological distress; Clinical psychology; Population; Association (psychology); Mediation; Health and Retirement Study; Distress; Sleep (system call); Mental health; Gerontology; Psychiatry; Medicine; Social psychology; Environmental health","score_opus":0.07504613600531668,"score_gpt":0.35550449922538296,"score_spread":0.2804583632200663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4368360732","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98797077,0.00032060596,0.0004274781,0.01041194,0.000269092,0.00017514547,0.00001929361,0.000045205157,0.00036044803],"genre_scores_gemma":[0.9978522,0.0004400973,0.00029461138,0.0006639427,0.00054418476,0.000008388297,0.000004966684,0.0000060467382,0.00018555274],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981293,0.00032762613,0.00046955718,0.00018797084,0.00041675573,0.00046875843],"domain_scores_gemma":[0.9990357,0.00030875622,0.00027008558,0.000040462804,0.00009493393,0.0002500664],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010631471,0.00012869295,0.0003909032,0.00005076892,0.0010159953,0.00010780476,0.00014617144,0.0003897873,0.000072860086],"category_scores_gemma":[0.00094729237,0.00009633729,0.000096987715,0.00036854256,0.00044424526,0.00020062402,0.00003984857,0.00040036815,0.0000017967797],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026218765,0.0010406515,0.4642686,0.00030593085,0.00012406512,0.00039904146,0.14597568,0.0003148123,0.00001892901,0.059782885,0.03175744,0.2933901],"study_design_scores_gemma":[0.0008340251,0.00007893908,0.9856651,0.00007798942,0.00001457506,0.0000018956089,0.004060885,0.00041732573,1.9332207e-7,0.008574048,0.00014217936,0.00013288645],"about_ca_topic_score_codex":0.00010585727,"about_ca_topic_score_gemma":0.0007181581,"teacher_disagreement_score":0.52139646,"about_ca_system_score_codex":0.00007556413,"about_ca_system_score_gemma":0.000057619225,"threshold_uncertainty_score":0.7814317},"labels":[],"label_agreement":null},{"id":"W4386877781","doi":"10.1080/01634372.2023.2259942","title":"“You’re Asking Me to Put into Words Something That I Don’t Put into Words.”: Climate Grief and Older Adult Environmental Activists","year":2023,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":13,"is_retracted":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":"Grief; Environmentalism; Thematic analysis; Feeling; Coping (psychology); Psychology; Climate change; Politics; Environmental justice; Social psychology; Environmental degradation; Environmental ethics; Qualitative research; Sociology; Political science; Social science; Psychotherapist; Ecology; Law","score_opus":0.04975376949586763,"score_gpt":0.32702925424457635,"score_spread":0.2772754847487087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386877781","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98103553,0.00027227626,0.00020748956,0.016858585,0.00053223886,0.00029712022,0.0000060308203,0.00006088798,0.00072984886],"genre_scores_gemma":[0.99446994,0.0007281041,0.0015339345,0.0023580284,0.00069180585,0.00001594398,0.0000067583223,0.00003428852,0.0001611825],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996658,0.00023520306,0.0006735613,0.00045489607,0.0009250873,0.0010532311],"domain_scores_gemma":[0.99827474,0.00032580717,0.0005226738,0.00016202114,0.000013042072,0.00070174097],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013825201,0.00035308723,0.00067242153,0.00012351022,0.0011591348,0.00017834107,0.0004132535,0.0003565984,0.0015640194],"category_scores_gemma":[0.00023941063,0.00027867823,0.00020740042,0.0006320492,0.00029245854,0.0005406113,0.0007002516,0.0007781668,0.0002683896],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010589461,0.0004942787,0.5437042,0.000132737,0.00010418023,0.0005631176,0.10373264,0.00011780167,0.0053100963,0.00008508964,0.0153993955,0.3292975],"study_design_scores_gemma":[0.0011238925,0.0005241215,0.9762852,0.00026320937,0.00006917791,0.0000492314,0.012346068,0.00003722544,0.00020392847,0.0036858683,0.0048498246,0.00056220475],"about_ca_topic_score_codex":0.00012035226,"about_ca_topic_score_gemma":0.00028621007,"teacher_disagreement_score":0.43258104,"about_ca_system_score_codex":0.00092762767,"about_ca_system_score_gemma":0.000016419166,"threshold_uncertainty_score":0.99996656},"labels":[],"label_agreement":null},{"id":"W4392640845","doi":"10.1080/01634372.2024.2326684","title":"Perceived Community Belonging as a Moderator: Effects of Childhood Abuse on Health and Well-Being Among Middle-Aged and Older Canadians","year":2024,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","topic":"Child Abuse and Trauma","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":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Moderation; Psychology; Gerontology; Developmental psychology; Clinical psychology; Medicine; Social psychology","score_opus":0.017273607423886107,"score_gpt":0.28555777103445085,"score_spread":0.26828416361056473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392640845","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9911067,0.004397325,0.000032428925,0.0017484137,0.00036727052,0.00021124967,0.0000016930094,0.000025903031,0.0021090487],"genre_scores_gemma":[0.9984195,0.00018424439,0.000058608202,0.0009805477,0.0002573571,0.0000035509809,0.0000012622867,0.000018108225,0.00007677675],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9981904,0.0006826896,0.00042543068,0.00017218037,0.00018544063,0.00034384074],"domain_scores_gemma":[0.9985707,0.00079262943,0.00019883685,0.00010846754,0.000028791168,0.0003006224],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048004027,0.00018579411,0.0005508354,0.000113676644,0.0006424705,0.000071696624,0.00013797302,0.00020968675,0.00011223119],"category_scores_gemma":[0.000065584245,0.00014447267,0.00014865115,0.00019002434,0.00018852066,0.00008278892,0.000024325815,0.0012111539,0.000004787006],"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":[0.00073261646,0.0013557742,0.072808415,0.00046930736,0.0013704562,0.0012508337,0.8341658,0.000010071518,0.00005598868,0.0077784406,0.004417941,0.07558434],"study_design_scores_gemma":[0.0012525809,0.00080839434,0.989424,0.00092402415,0.00007149497,0.000099275254,0.0055512027,0.0000038313733,0.0000057761545,0.0015404932,0.00016676645,0.00015216602],"about_ca_topic_score_codex":0.001631485,"about_ca_topic_score_gemma":0.0018489741,"teacher_disagreement_score":0.9166156,"about_ca_system_score_codex":0.0000990961,"about_ca_system_score_gemma":0.00006274157,"threshold_uncertainty_score":0.58914244},"labels":[],"label_agreement":null},{"id":"W4394618890","doi":"10.1080/01634372.2024.2339990","title":"Disclosure and Reporting of Abuse Against Older Adults: Perspectives of Older Adults with Abuse Histories and Service Providers in Alberta, Canada","year":2024,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","topic":"Elder Abuse and Neglect","field":"Social Sciences","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":"University of Manitoba; University of Saskatchewan; University of Calgary","funders":"Prairieaction Foundation","keywords":"Thematic analysis; Service provider; Exploratory research; Elder abuse; Qualitative research; Population; Medicine; Service (business); Psychology; Nursing; Suicide prevention; Poison control; Medical emergency; Business; Environmental health; Sociology","score_opus":0.012745403981978133,"score_gpt":0.26543410822452923,"score_spread":0.2526887042425511,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394618890","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98393816,0.009663543,0.0000066508833,0.00562771,0.00013217576,0.00021516028,0.0000020849848,0.000008086301,0.0004064353],"genre_scores_gemma":[0.99841684,0.0010487752,0.0001656509,0.00010184684,0.0001654079,0.000004537956,5.2994136e-7,0.000009843928,0.00008658352],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99794894,0.00018026179,0.00090454065,0.00022666823,0.00047010506,0.00026946948],"domain_scores_gemma":[0.99808556,0.00043359157,0.0010047341,0.00006077518,0.00029897608,0.00011636603],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053737743,0.0001513446,0.0005779339,0.00006464822,0.00023089311,0.000045757846,0.00013229702,0.00015795876,0.000024191746],"category_scores_gemma":[0.00043830113,0.00010442809,0.00007733007,0.0005588487,0.00034626955,0.00028694133,0.000017618157,0.0003404247,6.06297e-8],"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":[0.0006772896,0.00014109703,0.15922944,0.00028417472,0.00012762421,0.00023415204,0.82910466,0.000003995269,0.000014321971,0.00029993526,0.0005660979,0.009317207],"study_design_scores_gemma":[0.0020080574,0.00040341506,0.42093575,0.007642081,0.00016420853,0.00004040371,0.56571335,0.000011256455,0.000046677553,0.00024936174,0.0023391615,0.00044629804],"about_ca_topic_score_codex":0.21064065,"about_ca_topic_score_gemma":0.88393927,"teacher_disagreement_score":0.6732986,"about_ca_system_score_codex":0.00025221746,"about_ca_system_score_gemma":0.00053182815,"threshold_uncertainty_score":0.79461575},"labels":[],"label_agreement":null},{"id":"W4400291626","doi":"10.1080/01634372.2024.2373289","title":"A Qualitative Study of Adult Protective Services Practitioners Responding to Allegations of Elder Abuse and Self-Neglect","year":2024,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","topic":"Elder Abuse and Neglect","field":"Social Sciences","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","funders":"Social Sciences and Humanities Research Council; Social Sciences and Humanities Research Council of Canada; Administration for Community Living; U.S. Department of Health and Human Services","keywords":"Neglect; Elder abuse; Psychology; Qualitative research; Psychiatry; Clinical psychology; Medicine; Medical emergency; Suicide prevention; Poison control; Sociology","score_opus":0.039624189454596795,"score_gpt":0.4039491705993883,"score_spread":0.3643249811447915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400291626","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9955202,0.0005404921,0.00022617134,0.0017809568,0.00012867952,0.00046347335,0.0000026557047,0.00002581328,0.0013115684],"genre_scores_gemma":[0.99844605,0.00019209832,0.0010226418,0.00005900636,0.00017674304,0.000019406061,1.9448498e-7,0.0000066885327,0.000077202865],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9975677,0.0011228297,0.0004894651,0.00015555469,0.00047611617,0.00018832865],"domain_scores_gemma":[0.9981363,0.00087588583,0.0003703653,0.00004729008,0.00047007817,0.000100095276],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00095174235,0.00010327946,0.00036021558,0.00026181331,0.00040969136,0.000051503845,0.00016774097,0.00013123445,0.00006898867],"category_scores_gemma":[0.0003537348,0.00007949306,0.000113561844,0.0015370842,0.0001279055,0.00031402998,0.00002575865,0.00028946105,0.0000020485704],"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":[0.00044075743,0.00055596215,0.0005059128,0.000036536065,0.0003139422,0.000023428485,0.9918722,0.0000028411207,0.00023567921,0.004222678,0.00019988444,0.0015902056],"study_design_scores_gemma":[0.0007036301,0.0029491782,0.009216673,0.0008444028,0.00025573716,0.000005298207,0.97504145,0.0000026099153,0.00018300443,0.008886227,0.0017081094,0.0002036999],"about_ca_topic_score_codex":0.00043233996,"about_ca_topic_score_gemma":0.0018464362,"teacher_disagreement_score":0.016830742,"about_ca_system_score_codex":0.0001073849,"about_ca_system_score_gemma":0.0001232823,"threshold_uncertainty_score":0.3241633},"labels":[],"label_agreement":null},{"id":"W4403742262","doi":"10.1080/01634372.2024.2403976","title":"A Discourse Analysis of Cultural Influences on Alaska Native Successful Aging","year":2024,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","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":"Sociology; Psychology","score_opus":0.06743925512364318,"score_gpt":0.45034267374265463,"score_spread":0.38290341861901145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403742262","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9799387,0.0028052197,0.0003550895,0.005876428,0.0006724873,0.00006474033,0.000008739105,0.00002872744,0.010249859],"genre_scores_gemma":[0.9978578,0.000013614801,0.000088070294,0.00011954952,0.00042701245,0.0000059755876,0.000002650397,0.000007870828,0.0014774206],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976423,0.00055037544,0.0006240113,0.00026211012,0.0005144782,0.00040674425],"domain_scores_gemma":[0.9983638,0.0008470206,0.00034412867,0.00010957522,0.00021976925,0.000115696086],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009041289,0.00017871767,0.0007642436,0.00037706806,0.00021805897,0.00006983516,0.00041333566,0.00024778748,0.0012556073],"category_scores_gemma":[0.00019809822,0.00010946257,0.0006336251,0.0016905083,0.0006145965,0.0001488041,0.000048004043,0.00085043476,0.00003485101],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026665279,0.0013783994,0.61138463,0.00006717697,0.022828989,0.0023068178,0.12787245,0.00034901247,0.00005581718,0.050604515,0.030942064,0.1495436],"study_design_scores_gemma":[0.00058119657,0.0008462562,0.959591,0.00015753006,0.0015492426,0.000037469224,0.033839367,0.000043224514,0.000025603022,0.0014553664,0.0015936751,0.00028011852],"about_ca_topic_score_codex":0.00005133034,"about_ca_topic_score_gemma":0.000037416452,"teacher_disagreement_score":0.3482063,"about_ca_system_score_codex":0.00010792164,"about_ca_system_score_gemma":0.00005527968,"threshold_uncertainty_score":0.9996574},"labels":[],"label_agreement":null},{"id":"W4405815649","doi":"10.1080/01634372.2024.2446451","title":"An Integration of Theory, Practice, and Research in Critical Gerontological Social Work: An Interview with Professor Deborah O’Connor","year":2024,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","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":"Scholarship; Sociology; Social work; Honor; Psychology; Gerontology; Medicine; Political science; Law","score_opus":0.2633195226399342,"score_gpt":0.5461305926385931,"score_spread":0.2828110699986589,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405815649","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93279076,0.007590679,0.004905463,0.046856146,0.00064855133,0.0004919286,0.00000696516,0.00006870497,0.006640794],"genre_scores_gemma":[0.99646735,0.000025518391,0.002026494,0.00024062538,0.0007413295,0.00005560703,0.0000049048003,0.000029388468,0.000408809],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.98737365,0.009260151,0.0010318828,0.0005928408,0.00082001573,0.00092143146],"domain_scores_gemma":[0.9946632,0.0037884607,0.00027394327,0.00022326483,0.00076740945,0.0002837178],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.011571892,0.00029746955,0.000965877,0.00036623352,0.0005403244,0.00020423013,0.0006154648,0.00084719877,0.0008511318],"category_scores_gemma":[0.0012515046,0.00019133904,0.00017106875,0.001346564,0.0020278879,0.0006237972,0.00011571654,0.0030918801,0.000023660787],"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":[0.017179763,0.003699065,0.009509353,0.00016470366,0.0004476698,0.0028512634,0.044177167,6.026277e-7,0.000107929576,0.39594474,0.00460024,0.5213175],"study_design_scores_gemma":[0.00493756,0.019729119,0.712081,0.001762985,0.00055347447,0.001645703,0.15178618,0.00006767137,0.00005194429,0.0926621,0.013422731,0.0012995239],"about_ca_topic_score_codex":0.000039363556,"about_ca_topic_score_gemma":0.00014889713,"teacher_disagreement_score":0.70257163,"about_ca_system_score_codex":0.00020953367,"about_ca_system_score_gemma":0.00019465291,"threshold_uncertainty_score":0.99920803},"labels":[],"label_agreement":null},{"id":"W4407820788","doi":"10.1080/01634372.2025.2468314","title":"“I Feel Like a Somebody Again”: Ethics of Care at a Shelter for Older Adults Fleeing Abuse in Canada","year":2025,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Cape Breton University; Toronto Metropolitan University; University of Calgary; Simon Fraser University","funders":"Social Sciences and Humanities Research Council","keywords":"Elder abuse; Psychology; Criminology; Gerontology; Medicine; Nursing; Psychiatry; Medical emergency; Suicide prevention; Poison control","score_opus":0.02557932871190098,"score_gpt":0.3301787705653927,"score_spread":0.3045994418534917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407820788","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98702836,0.0037213557,0.00012441249,0.0061572855,0.00072191074,0.00031916183,0.000004779632,0.000008409112,0.0019143091],"genre_scores_gemma":[0.99754095,0.00039619263,0.00033256187,0.0011120279,0.00029359877,0.000011901903,0.0000011988661,0.000006652886,0.0003048944],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99787045,0.00038928594,0.0006060917,0.00016922703,0.0005248243,0.00044013563],"domain_scores_gemma":[0.99790114,0.0011723473,0.0003570339,0.00007272805,0.00039090274,0.00010582787],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00073396426,0.00013343606,0.00052919483,0.000081018414,0.0006442746,0.000025999296,0.00035966636,0.00035570495,0.00008033059],"category_scores_gemma":[0.00057353685,0.00010951915,0.0002514812,0.0005298207,0.0001564491,0.000090984,0.000043155564,0.0006044158,6.305501e-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":[0.004533966,0.00049147895,0.2431157,0.00050439616,0.00038418762,0.00026985627,0.61923003,0.00006934293,0.00013680023,0.0036295236,0.030257514,0.09737722],"study_design_scores_gemma":[0.01244782,0.0009080383,0.57835263,0.007604215,0.0004342066,0.000007046918,0.2713021,0.000021797725,0.000559721,0.006367514,0.12065468,0.0013401968],"about_ca_topic_score_codex":0.11736341,"about_ca_topic_score_gemma":0.93034184,"teacher_disagreement_score":0.81297845,"about_ca_system_score_codex":0.0013934787,"about_ca_system_score_gemma":0.001806447,"threshold_uncertainty_score":0.88851416},"labels":[],"label_agreement":null},{"id":"W4410057099","doi":"10.1080/01634372.2025.2489057","title":"Social Identity and Power: Older Adults as “Care Recipients” in Media Content on Family Care","year":2025,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","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":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Wilfrid Laurier University; University of Manitoba","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Content (measure theory); Identity (music); Power (physics); Psychology; Social media; Social care; Social work; Medicine; Gerontology; Nursing; Political science; Computer science; World Wide Web; Art","score_opus":0.03263635173925752,"score_gpt":0.33728921220612385,"score_spread":0.30465286046686635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410057099","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9751153,0.001920002,0.00006346331,0.003223528,0.0014819955,0.0001518927,0.000005292293,0.000011086107,0.018027427],"genre_scores_gemma":[0.99818957,0.00012851223,0.00006646522,0.0009043048,0.0005101692,0.0000057342077,0.0000034205223,0.000005388357,0.00018642802],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99803066,0.000383029,0.0004551338,0.00019439586,0.0006343412,0.00030241077],"domain_scores_gemma":[0.99890137,0.00022458837,0.00023490614,0.000042257492,0.00050936826,0.00008751473],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005868648,0.00013702497,0.00036100257,0.000107860295,0.00086987,0.00013449436,0.0002829511,0.00030501137,0.00007112298],"category_scores_gemma":[0.0005535272,0.00011651533,0.00021312092,0.00038020473,0.00022660878,0.00018694063,0.00006778547,0.00042306347,0.0000043595737],"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":[0.0014559702,0.00036616813,0.1246639,0.000039700517,0.00013446994,0.00017000432,0.29199734,0.000009955304,0.00007091585,0.46938515,0.0063020876,0.10540434],"study_design_scores_gemma":[0.00097179535,0.00012146523,0.8196363,0.00023998346,0.000023555924,5.8120975e-7,0.17226817,0.000001300771,0.0000029021467,0.0032740505,0.0033006226,0.00015932079],"about_ca_topic_score_codex":0.0003091829,"about_ca_topic_score_gemma":0.0028470517,"teacher_disagreement_score":0.69497234,"about_ca_system_score_codex":0.0006518208,"about_ca_system_score_gemma":0.00017937244,"threshold_uncertainty_score":0.66904247},"labels":[],"label_agreement":null},{"id":"W4410596996","doi":"10.1080/01634372.2025.2504071","title":"Education and Formal Volunteering Delays Cognitive Decline Among Hispanics: Implications for Health Interventions","year":2025,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":1,"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; York University","keywords":"Psychological intervention; Cognition; Gerontology; Cognitive decline; Psychology; Formal education; Medicine; Dementia; Psychiatry; Disease","score_opus":0.059543945656922,"score_gpt":0.44249072252322086,"score_spread":0.38294677686629885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410596996","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6463546,0.006980335,0.09872882,0.24235883,0.0014500013,0.0007945755,0.00002401764,0.000036450645,0.003272333],"genre_scores_gemma":[0.99371773,0.0003493021,0.0016179277,0.0032673911,0.0004235574,0.000036656325,0.000003498658,0.0000036253616,0.00058029435],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99876165,0.00014528555,0.00055721396,0.00009401489,0.00010507539,0.0003367861],"domain_scores_gemma":[0.9985987,0.00051647,0.0003875589,0.000030645377,0.00030446672,0.00016216205],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0011968014,0.00007182373,0.00029708614,0.00006368459,0.0016108735,0.00007449606,0.00013685727,0.00012160907,0.000037727877],"category_scores_gemma":[0.0010167797,0.0000626755,0.00021399764,0.0002425451,0.00016896105,0.00022567136,0.00004611574,0.00018525874,5.966098e-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":[0.00013510638,0.00034279682,0.43399787,0.00019310148,0.00007782673,3.3014308e-7,0.0053533656,0.0000012252037,3.3033174e-7,0.26027408,0.012765606,0.28685835],"study_design_scores_gemma":[0.00031607779,0.00008265439,0.95685154,0.00029821467,0.000039365157,8.8352493e-7,0.0073125795,0.0000028660866,1.85424e-7,0.0128007205,0.022234961,0.00005996291],"about_ca_topic_score_codex":0.00037067532,"about_ca_topic_score_gemma":0.00346388,"teacher_disagreement_score":0.5228537,"about_ca_system_score_codex":0.00028029925,"about_ca_system_score_gemma":0.0005706718,"threshold_uncertainty_score":0.9996889},"labels":[],"label_agreement":null},{"id":"W4410778255","doi":"10.1080/01634372.2025.2509837","title":"Mapping the Language of Social Isolation and Loneliness Among Racialized Older Adults in Canada: A Critical Discourse Analysis of Qualitative Studies","year":2025,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","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":"University of Manitoba","funders":"","keywords":"Loneliness; Qualitative research; Social isolation; Sociology; Isolation (microbiology); Critical discourse analysis; Psychology; Qualitative analysis; Gender studies; Gerontology; Developmental psychology; Linguistics; Social psychology; Medicine; Anthropology; Psychotherapist; Political science; Politics","score_opus":0.08285667641273378,"score_gpt":0.458745381088252,"score_spread":0.37588870467551827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410778255","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97979546,0.0020443317,0.00013557503,0.017197616,0.00021339656,0.00013729876,0.000009333893,0.0000031297384,0.00046388528],"genre_scores_gemma":[0.9993704,0.00014640928,0.000047915244,0.00010965854,0.00025495162,0.0000060652997,5.9373195e-7,0.0000023337009,0.000061672334],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99740195,0.0010735905,0.00075050205,0.00010663917,0.00042437224,0.00024294385],"domain_scores_gemma":[0.9971172,0.0018486859,0.0005572562,0.00003488015,0.00040635266,0.000035624435],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017259343,0.00010783888,0.00087118545,0.00014899173,0.0007193657,0.000013406567,0.00016740465,0.00013203772,0.000013772116],"category_scores_gemma":[0.0028199432,0.00006555543,0.00023216379,0.0017302159,0.0016136514,0.00010040261,0.00006126339,0.00024312519,3.6120056e-8],"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":[0.00030370912,0.00012333962,0.04902671,0.000049327155,0.0012798946,0.000008024632,0.92648745,0.0000060470848,0.000004968402,0.01685785,0.0003703081,0.0054823556],"study_design_scores_gemma":[0.00027843838,0.000010471166,0.46237004,0.00006426139,0.00021031643,3.7729603e-8,0.5351951,0.000005657965,0.0000014774478,0.0018110125,0.000007759168,0.000045430563],"about_ca_topic_score_codex":0.22007748,"about_ca_topic_score_gemma":0.7219198,"teacher_disagreement_score":0.50184226,"about_ca_system_score_codex":0.00028193428,"about_ca_system_score_gemma":0.00036640425,"threshold_uncertainty_score":0.7851161},"labels":[],"label_agreement":null},{"id":"W4413396250","doi":"10.1080/01634372.2025.2549024","title":"Exploring the Challenges and Adaptive Strategies Among Older Persons in the Greater Accra Region of Ghana","year":2025,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","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":"Memorial University of Newfoundland; University of Manitoba","funders":"","keywords":"Gerontology; Adaptive strategies; Socioeconomics; Economic growth; Environmental health; Geography; Development economics; Medicine; Sociology; Economics","score_opus":0.12890487567274533,"score_gpt":0.3141289114696948,"score_spread":0.18522403579694946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413396250","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97427815,0.0014970879,0.0002029817,0.012145836,0.00021755026,0.00008558755,3.0742902e-7,0.000002911962,0.011569578],"genre_scores_gemma":[0.9989368,0.00058272626,0.000033139997,0.0000935888,0.00024216823,0.000008093069,6.748604e-8,0.0000019049933,0.00010155915],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.998897,0.00041251024,0.00022084666,0.000077458004,0.0002434414,0.00014873363],"domain_scores_gemma":[0.99938554,0.00029978305,0.00015778221,0.000039724913,0.00009869901,0.0000184513],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00083730515,0.000068258276,0.00017286821,0.000041076448,0.00046571527,0.0000660535,0.00023798291,0.00007298504,0.0000064018777],"category_scores_gemma":[0.000090096095,0.000035822883,0.00010275666,0.00018460378,0.00034344773,0.00021320302,0.00002879809,0.00024176577,1.0897265e-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":[0.00009592955,0.00007073415,0.0074820267,0.000008856226,0.00007841916,0.000034719917,0.21794544,0.000033032116,0.0000065553104,0.7505107,0.0005272784,0.023206294],"study_design_scores_gemma":[0.00011730517,0.000059716698,0.62728167,0.00008791899,0.000017501914,0.0000014212517,0.36463058,0.000010264501,9.936689e-7,0.0073891315,0.00035449094,0.000049010887],"about_ca_topic_score_codex":0.00013032749,"about_ca_topic_score_gemma":0.0018346113,"teacher_disagreement_score":0.74312156,"about_ca_system_score_codex":0.000062755105,"about_ca_system_score_gemma":0.00006195915,"threshold_uncertainty_score":0.35819525},"labels":[],"label_agreement":null},{"id":"W4413959790","doi":"10.1080/01634372.2025.2555486","title":"Food Insecurity as a Social Determinant of Self-Rated Mental Health of Older Adults in Ghana","year":2025,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","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":"The Scarborough Hospital; University of Toronto; Nipissing University; Trent University","funders":"","keywords":"Food insecurity; Mental health; Psychology; Social work; Gerontology; Environmental health; Psychiatry; Medicine; Food security; Economic growth; Geography","score_opus":0.08742641979897976,"score_gpt":0.4413411393189977,"score_spread":0.35391471952001796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413959790","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9847043,0.00086217833,0.000024218441,0.011855305,0.0007999477,0.00065239967,0.000040225015,0.000017389288,0.0010440021],"genre_scores_gemma":[0.9982529,0.00008183018,0.0005559433,0.00084458163,0.00019598514,0.000012944756,0.000006467143,0.0000070727897,0.000042263255],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9957766,0.0011540389,0.001981721,0.00016852077,0.00039831945,0.00052079593],"domain_scores_gemma":[0.9973486,0.00032837733,0.0017485966,0.00008345866,0.00035755493,0.0001334249],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013211593,0.00016286035,0.0009969629,0.00021101921,0.0009916278,0.0000043587324,0.00027197535,0.0005237096,0.00027750694],"category_scores_gemma":[0.0002951287,0.00013715452,0.00024746443,0.0008328831,0.00014764752,0.00010138475,0.00011916799,0.0011224338,0.0000053065146],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.012149266,0.007427196,0.45447037,0.004025531,0.0005723447,0.000047164085,0.3991417,0.0000030517592,0.00002196685,0.06592039,0.029639091,0.026581949],"study_design_scores_gemma":[0.0049314117,0.0016235688,0.96106493,0.0014353943,0.00004249236,0.0000023336636,0.024856191,0.000017255723,0.000009898493,0.0039695846,0.001881517,0.0001654354],"about_ca_topic_score_codex":0.0004303802,"about_ca_topic_score_gemma":0.0017547356,"teacher_disagreement_score":0.50659454,"about_ca_system_score_codex":0.0005485879,"about_ca_system_score_gemma":0.0009599051,"threshold_uncertainty_score":0.76268995},"labels":[],"label_agreement":null},{"id":"W4416073855","doi":"10.1080/01634372.2025.2588161","title":"Rethinking Our Praxis Regarding Gerontological Social Work Practice with Older Refugees in Canada","year":2025,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","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":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Praxis; Social work; Refugee; Work (physics); Community practice; Older people","score_opus":0.0375471920979568,"score_gpt":0.3575644635896092,"score_spread":0.3200172714916524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416073855","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9016228,0.0023012904,0.00086374173,0.075252295,0.0018042269,0.00041100138,0.0000028111376,0.000042857824,0.017698977],"genre_scores_gemma":[0.9926994,0.000016156739,0.0021684652,0.0033490248,0.00090504764,0.000026875918,0.0000026950831,0.00001664643,0.0008157325],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99543333,0.001302911,0.0012644262,0.000424541,0.00069446996,0.0008803055],"domain_scores_gemma":[0.9972925,0.00087599386,0.0010996843,0.00016308343,0.00036546844,0.00020326267],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017912982,0.0003209881,0.0009680182,0.00013473834,0.00090253697,0.00007973833,0.0004522773,0.0006020291,0.0004073609],"category_scores_gemma":[0.0008718028,0.00023156012,0.000200276,0.0013370874,0.000085437954,0.00023298808,0.0000567883,0.0018791191,0.00000999286],"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":[0.021613162,0.0016647313,0.45984608,0.00013017685,0.0012282112,0.0042003193,0.054635026,0.000054272856,0.000006920755,0.050938744,0.29724804,0.10843434],"study_design_scores_gemma":[0.0028325259,0.00032635103,0.91732687,0.00021805664,0.00014892417,0.0001120943,0.019353285,0.000001080648,0.000002052083,0.0022627185,0.057058267,0.00035779396],"about_ca_topic_score_codex":0.04510801,"about_ca_topic_score_gemma":0.3851272,"teacher_disagreement_score":0.4574808,"about_ca_system_score_codex":0.0014231746,"about_ca_system_score_gemma":0.001235898,"threshold_uncertainty_score":0.9612507},"labels":[],"label_agreement":null},{"id":"W4416094823","doi":"10.1080/01634372.2025.2577968","title":"Beyond Basic Needs: Exploring Important Occupational Domains and Occupational Performance of Nursing Home Habitants in France","year":2025,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","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":"Autonomy; Nursing homes; Occupational therapy; Activities of daily living; Nursing staff","score_opus":0.14792915988675331,"score_gpt":0.46054129276117395,"score_spread":0.31261213287442063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416094823","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99341357,0.0014143317,0.00020836324,0.002924481,0.0006037863,0.00021480041,0.000008644249,0.0000069381813,0.001205063],"genre_scores_gemma":[0.99754053,0.0004996135,0.0010467407,0.00028286726,0.00038844734,0.00002185485,0.000003451769,0.0000068284744,0.00020966843],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973341,0.00047606704,0.0011241155,0.00013688976,0.0005714822,0.00035731602],"domain_scores_gemma":[0.9973909,0.0013665793,0.0007104223,0.0000733643,0.00037664734,0.000082038634],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017727506,0.00013033456,0.00045382825,0.0003207131,0.0006730503,0.000012405568,0.00018463167,0.00022412684,0.00024194217],"category_scores_gemma":[0.00036599036,0.000099441655,0.000097121105,0.00090990314,0.00018211702,0.00043474053,0.000046723835,0.00093473645,0.000004185358],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023060804,0.00026431194,0.9768494,0.00006313688,0.00005052251,0.000009013448,0.0017481258,0.000015456557,0.00018630817,0.005604429,0.00064231135,0.012260922],"study_design_scores_gemma":[0.0013952084,0.00016852353,0.9908139,0.00057414576,0.000017551267,0.0000029779383,0.001828375,0.000033158733,0.000015904245,0.0045155436,0.00054461515,0.00009006818],"about_ca_topic_score_codex":0.0000105339395,"about_ca_topic_score_gemma":0.000009047266,"teacher_disagreement_score":0.013964547,"about_ca_system_score_codex":0.0002708127,"about_ca_system_score_gemma":0.00054522953,"threshold_uncertainty_score":0.51766264},"labels":[],"label_agreement":null},{"id":"W4416296906","doi":"10.1080/01634372.2025.2588160","title":"Aging on the Margins: Intersectional and Postcolonial Insights into Older Migrants’ Experiences of Homelessness","year":2025,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","topic":"Homelessness and Social Issues","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":true,"ca_institutions":"McGill University; Simon Fraser University; University of Calgary","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Intersectionality; Situated; Social exclusion; Population; Intersection (aeronautics); Care work; Lived experience","score_opus":0.037207746456992846,"score_gpt":0.38157998001811294,"score_spread":0.3443722335611201,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416296906","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.991941,0.0012573315,0.00019761687,0.003749019,0.0012725503,0.00019398466,6.582046e-7,0.000010189761,0.0013776813],"genre_scores_gemma":[0.99888325,0.00008681875,0.000039917133,0.00033062935,0.0005167448,0.000031661177,4.176908e-7,0.0000053273607,0.0001052184],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99799794,0.00065684237,0.0006559568,0.00013496354,0.00030617943,0.00024809374],"domain_scores_gemma":[0.9980207,0.0011132231,0.00049190945,0.000065731656,0.00024875163,0.000059675764],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.000600066,0.00013617336,0.0006508878,0.00009114035,0.0013754554,0.000020472224,0.0002571367,0.0002673008,0.00032673226],"category_scores_gemma":[0.00027139578,0.00007606181,0.00015137428,0.0004050596,0.00036438063,0.000089262285,0.00009705986,0.0006787698,0.0000025916254],"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":[0.00076636736,0.0002725235,0.11350008,0.000098049975,0.00017264753,0.000023440678,0.82083464,0.0000013718792,0.000105875515,0.05193159,0.00047441534,0.0118189845],"study_design_scores_gemma":[0.00057474716,0.00013408065,0.42351907,0.00042547772,0.000027196405,2.2013771e-7,0.5673851,0.0000022316678,0.00004172804,0.006250561,0.0015498992,0.00008970312],"about_ca_topic_score_codex":0.000098526005,"about_ca_topic_score_gemma":0.00041188858,"teacher_disagreement_score":0.310019,"about_ca_system_score_codex":0.000117200216,"about_ca_system_score_gemma":0.0001235546,"threshold_uncertainty_score":0.9999246},"labels":[],"label_agreement":null},{"id":"W84194763","doi":"10.1300/j083v36n03_04","title":"Gerontological Social Work Practice","year":2002,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","topic":"Aging, Elder Care, and Social Issues","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 Manitoba; University of Toronto","funders":"","keywords":"Social work; Poverty; Restructuring; Psychological resilience; Work (physics); Context (archaeology); Action (physics); Social security; Set (abstract data type); Sociology; Globalization; Economic growth; Public relations; Political science; Psychology; Social psychology; Economics; Geography","score_opus":0.13759012145892313,"score_gpt":0.426232484275041,"score_spread":0.2886423628161179,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W84194763","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6661996,0.008631869,0.0016654221,0.106743194,0.0057987883,0.0009837708,0.00001109664,0.0003635441,0.20960267],"genre_scores_gemma":[0.9748432,0.00021197091,0.001752705,0.00911787,0.0084368605,0.000028883407,0.0000032694227,0.000038903403,0.0055663115],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9930465,0.0026244563,0.0016495909,0.00037799843,0.0010542319,0.0012472173],"domain_scores_gemma":[0.9944881,0.0022084464,0.0019535648,0.00016240089,0.0008100781,0.00037740325],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0019841164,0.00040502872,0.001364512,0.00008667712,0.0047635147,0.00006937534,0.00067362416,0.0014085787,0.00856524],"category_scores_gemma":[0.0025609762,0.0003024441,0.0007183979,0.0009364509,0.00047325343,0.00043454426,0.00018881905,0.0031304392,0.0006213432],"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":[0.0019877,0.0015679861,0.049685255,0.00007690423,0.00061852264,0.0010265321,0.14109191,0.0000023836785,0.000017782524,0.013767969,0.72038513,0.06977195],"study_design_scores_gemma":[0.002933201,0.0006699088,0.15677828,0.00018328069,0.0004512765,0.00003895678,0.06850242,0.0000031869738,0.0000018337738,0.006092918,0.7635047,0.0008400457],"about_ca_topic_score_codex":0.000037757018,"about_ca_topic_score_gemma":0.000038255537,"teacher_disagreement_score":0.30864358,"about_ca_system_score_codex":0.0006320515,"about_ca_system_score_gemma":0.000105689665,"threshold_uncertainty_score":0.9999428},"labels":[],"label_agreement":null}]}