{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":10,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":10,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"5900a6d6a5f8","filters":{"venue":"Journal of Gerontology & Geriatric Research"}},"results":[{"id":"W2539980998","doi":"10.4172/2167-7182.1000353","title":"Social Participation and Life Satisfaction Among Widowed Older Adults in China","year":2016,"lang":"en","type":"article","venue":"Journal of Gerontology & Geriatric Research","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Gerontology; China; Life satisfaction; Psychology; Psychotherapist","authors":[{"name":"Yawen Li","is_ca":false},{"name":"Ling Xu","is_ca":false},{"name":"Joohong Min","is_ca":true},{"name":"Iris Chi","is_ca":false},{"name":"Bin Xi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07410982017564381,"gpt":0.4442016206313447,"spread":0.3700918004557008,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002446224,0.0001182217,0.0003406515,0.000543901,0.0001749119,0.00001923933,0.0001289844,0.0002319663,0.0005372105],"category_scores_gemma":[0.0002208606,0.00008348827,0.00006080393,0.0002862944,0.0002171926,0.0002549929,0.0000467478,0.0004760265,0.00003559428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002630405,"about_ca_system_score_gemma":0.0001571451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002138911,"about_ca_topic_score_gemma":0.002029776,"domain_scores_codex":[0.9968614,0.001126686,0.0007044054,0.000251982,0.0004254004,0.000630131],"domain_scores_gemma":[0.9987175,0.0003328135,0.0003743882,0.000137702,0.0001875054,0.0002500956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001758355,0.0003097923,0.884074,0.00005387032,0.00005835684,0.00006487966,0.007964132,1.205674e-7,0.0003100504,0.0006216479,0.008070005,0.09671474],"study_design_scores_gemma":[0.004321719,0.0007009595,0.9927413,0.00005978264,0.00001402237,0.00003210233,0.001318999,0.000002439639,0.00003335404,0.0005395202,0.0001573855,0.00007843732],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938493,0.0006671271,0.000108973,0.003281447,0.000652421,0.0003419557,0.00000242116,0.000007248182,0.001089086],"genre_scores_gemma":[0.9985362,0.0003514074,0.0000441754,0.00005119991,0.000530401,0.000033559,9.108949e-7,0.00001399658,0.0004381594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1086672,"threshold_uncertainty_score":0.5882078,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2181877125","doi":"10.4172/2167-7182.1000174","title":"Severity of Depression among Elderly Women Attending Holy Quran Memorization Centers in Saudi Arabia","year":2014,"lang":"en","type":"article","venue":"Journal of Gerontology & Geriatric Research","topic":"Health and Well-being Studies","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Depression (economics); Memorization; Omics; Alternative medicine; Traditional medicine; Psychiatry; Family medicine; Gerontology; Bioinformatics; Pathology","authors":[{"name":"Areej M Al Qahtani","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05179230814630186,"gpt":0.3998051558741144,"spread":0.3480128477278125,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007248227,0.0001613794,0.0007033494,0.001023907,0.000198259,0.00002130874,0.0004391046,0.0002819329,0.0001913018],"category_scores_gemma":[0.0009929292,0.0001373926,0.0001065358,0.0006997807,0.0002585392,0.0002020054,0.00009786632,0.001016803,0.00001783104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003227082,"about_ca_system_score_gemma":0.0001517296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001061289,"about_ca_topic_score_gemma":0.0002089975,"domain_scores_codex":[0.9947516,0.002209063,0.001122357,0.0003114057,0.000625311,0.0009802638],"domain_scores_gemma":[0.9973901,0.0009648917,0.0006632765,0.0003140535,0.0004427549,0.0002249033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001017231,0.00024036,0.9431653,0.0001280536,0.00008704782,0.00007605794,0.00675853,0.00001955888,0.001007393,0.00008864578,0.005701185,0.04171062],"study_design_scores_gemma":[0.002008855,0.0009895496,0.9931853,0.00008440932,0.00001255263,0.00006430553,0.001806465,0.00003951745,0.00007634724,0.0004802412,0.001146473,0.0001059461],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917664,0.001146862,0.0007563196,0.0009257539,0.001139402,0.0002516765,0.000001789255,0.0000094846,0.004002315],"genre_scores_gemma":[0.9986386,0.0003586681,0.0001989584,0.00005282111,0.0003994945,0.00001964038,0.000001467476,0.00001894349,0.0003114495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05002002,"threshold_uncertainty_score":0.5602707,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2185620264","doi":"","title":"Nursing home models and modes of service delivery: Review of outcomes","year":2014,"lang":"en","type":"article","venue":"Journal of Gerontology & Geriatric Research","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Neighbourhood (mathematics); Nursing; Service delivery framework; Medicine; Service (business); Nursing homes; Aged care; Gerontology; Business; Marketing","authors":[{"name":"Elizabeth Andersen","is_ca":true},{"name":"Michelle Smith","is_ca":false},{"name":"Farinaz Havaei","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2097037769125555,"gpt":0.5112529099702157,"spread":0.3015491330576602,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006859098,0.0001743137,0.001371272,0.0007441489,0.0002646748,0.00000628323,0.0004669206,0.0002892996,0.0001231972],"category_scores_gemma":[0.000766504,0.0001320572,0.0001940224,0.0007600337,0.0002404131,0.00025655,0.0001302996,0.0009941439,0.00000694544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001671867,"about_ca_system_score_gemma":0.000711694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007035755,"about_ca_topic_score_gemma":0.0000756218,"domain_scores_codex":[0.9943307,0.002351235,0.001616971,0.0002235002,0.0008538317,0.0006237799],"domain_scores_gemma":[0.9927043,0.002457297,0.001182587,0.0004093939,0.003032064,0.0002143676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.006986985,0.002703111,0.2150935,0.1093959,0.00186648,0.000107999,0.04795269,0.000279644,0.01711668,0.0295898,0.2360552,0.332852],"study_design_scores_gemma":[0.02711587,0.01201723,0.608897,0.09268206,0.003305298,0.0009314474,0.05611166,0.006203781,0.001470327,0.1746503,0.01431652,0.002298477],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9033698,0.08042203,0.0009182739,0.01034636,0.0007161646,0.0005236693,0.000009373805,0.00001076518,0.003683508],"genre_scores_gemma":[0.9677771,0.02943639,0.002050577,0.0002139912,0.000276949,0.00000867671,0.000002366524,0.00002432277,0.0002095725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3938035,"threshold_uncertainty_score":0.5385137,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2750933919","doi":"10.4172/2167-7182.1000437","title":"Body Mass Index Is Related to Cognitive Function in Chinese Older Adults: So What?","year":2017,"lang":"en","type":"article","venue":"Journal of Gerontology & Geriatric Research","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Body mass index; Cognition; Gerontology; Index (typography); Omics; Frailty Index; Physiology; Bioinformatics; Psychiatry; Internal medicine; World Wide Web","authors":[{"name":"Chongming Yang","is_ca":false},{"name":"Hui Hu","is_ca":false},{"name":"Ling Wang","is_ca":false},{"name":"Yating Ai","is_ca":false},{"name":"Hairong Ren","is_ca":false},{"name":"Xinxiu Dong","is_ca":false},{"name":"Fen Yang","is_ca":false},{"name":"Yuncui Wang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0373525810216125,"gpt":0.404388922365453,"spread":0.3670363413438405,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001897066,0.000164378,0.0006196165,0.0007393581,0.0004945933,0.000149086,0.0002658295,0.0002594588,0.0004755672],"category_scores_gemma":[0.001697832,0.000123402,0.0001753,0.0004114658,0.0002433416,0.0005049662,0.0001535675,0.001111428,0.00008880561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002118856,"about_ca_system_score_gemma":0.0002773402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003571777,"about_ca_topic_score_gemma":0.0001480057,"domain_scores_codex":[0.9973995,0.0002203257,0.0006905409,0.0002964083,0.0008454819,0.0005477307],"domain_scores_gemma":[0.997063,0.0003852119,0.0003490949,0.0002897296,0.001622506,0.0002904419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01815256,0.0008704996,0.9284959,0.0001395704,0.0004930092,0.001449996,0.001277685,0.000001151182,0.0004472305,0.0000554676,0.0216295,0.02698738],"study_design_scores_gemma":[0.008395233,0.002055624,0.9822761,0.0005433491,0.00006239847,0.0002844191,0.003037405,0.00002765642,0.00002492409,0.001440015,0.001746215,0.0001066891],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9701431,0.008063038,0.0000607923,0.01851629,0.0007472627,0.0005401036,0.000005096388,0.00000634068,0.001917922],"genre_scores_gemma":[0.9941455,0.003920354,0.0001163406,0.0003747334,0.0005845114,0.00002662315,0.000004258379,0.00001862469,0.000809031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05378012,"threshold_uncertainty_score":0.5207127,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2749339372","doi":"10.4172/2167-7182.1000443","title":"Disturbances of Sleep Among Older People and its Influence on Cognitive Performance","year":2017,"lang":"en","type":"article","venue":"Journal of Gerontology & Geriatric Research","topic":"Sleep and related disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Sleep (system call); Cognition; Omics; Gerontology; Psychiatry; Bioinformatics","authors":[{"name":"Alicja RAAyk Myrta","is_ca":false},{"name":"Andrzej Brodziak","is_ca":false},{"name":"Estera KoAAat","is_ca":false},{"name":"Anna Komarow KuAAmiAAska","is_ca":false},{"name":"Barbara BiaAAkowska","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04868762159667452,"gpt":0.3941585857468129,"spread":0.3454709641501384,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001564287,0.0001480178,0.0004519986,0.0004510928,0.0004954919,0.00004937581,0.0006004019,0.0002933935,0.0002876882],"category_scores_gemma":[0.0008064508,0.0001111349,0.00009448932,0.0002017006,0.0006869215,0.0003567755,0.0001160457,0.0009925836,0.0000459102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003268131,"about_ca_system_score_gemma":0.00008412309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002141875,"about_ca_topic_score_gemma":0.00009501159,"domain_scores_codex":[0.9978073,0.0003950761,0.000532384,0.0002637945,0.0005037048,0.0004977171],"domain_scores_gemma":[0.9972737,0.0007154261,0.000758411,0.0003196164,0.0007779024,0.0001549843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001624978,0.0004735696,0.9620704,0.0001023257,0.0006767154,0.0001316228,0.006446175,0.00001556426,0.0001300338,0.000368452,0.001363123,0.02659705],"study_design_scores_gemma":[0.002666111,0.001287006,0.9933137,0.0001321341,0.00008657241,0.0001078913,0.001890268,0.00004615103,0.0001967505,0.00009247468,0.00007282701,0.0001080876],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9776581,0.008625505,0.00001104036,0.0004047941,0.0006573964,0.0002405777,0.000003240121,0.000004721295,0.01239463],"genre_scores_gemma":[0.996585,0.002444614,0.00001357348,0.00002086006,0.0001514702,0.00001231488,5.514001e-7,0.00001412644,0.00075748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03124334,"threshold_uncertainty_score":0.4531949,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2519173439","doi":"10.4172/2167-7182.s1.006","title":"The impact of mode of assignment on relational care in nursing homes","year":2015,"lang":"en","type":"article","venue":"Journal of Gerontology & Geriatric Research","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Omics; Nursing homes; Nursing; Gerontology; Bioinformatics","authors":[{"name":"Elizabeth Andersen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1912877359441982,"gpt":0.5603733576983554,"spread":0.3690856217541572,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004464455,0.0001256522,0.0005690629,0.0008300167,0.0002707245,0.000006941385,0.0003778789,0.000269065,0.00005764288],"category_scores_gemma":[0.001263725,0.00007687184,0.0002186542,0.0006865737,0.0002670853,0.0001087186,0.00005663965,0.001312702,0.00000915597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001792045,"about_ca_system_score_gemma":0.003209814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009860658,"about_ca_topic_score_gemma":0.0001526645,"domain_scores_codex":[0.9946144,0.002314746,0.001221897,0.0001500569,0.001097963,0.000600998],"domain_scores_gemma":[0.9939973,0.002781184,0.0008573568,0.0003014113,0.001874095,0.0001886179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02084519,0.001378963,0.5574947,0.0002737816,0.0004204575,0.0001040373,0.1208919,0.005627071,0.001513994,0.005296397,0.1994024,0.08675112],"study_design_scores_gemma":[0.006423655,0.008002784,0.8864869,0.0007915273,0.0000648268,0.00005542435,0.08471669,0.0002014489,0.0002157573,0.01157825,0.001270152,0.0001925141],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9813371,0.007847717,0.00008566541,0.001541964,0.0009490974,0.0003813239,0.00000975581,0.000003560198,0.007843793],"genre_scores_gemma":[0.9985987,0.0004368708,0.0002744493,0.000003469409,0.000376979,0.000009123414,0.000003150557,0.00001424838,0.0002830426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3289923,"threshold_uncertainty_score":0.5703111,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2530469715","doi":"","title":"Improving home safety in people with dementia following hospital discharge","year":2015,"lang":"en","type":"article","venue":"Journal of Gerontology & Geriatric Research","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Medicine; Dementia; Delirium; Autonomy; Context (archaeology); Nursing; Health care; Discharge planning; Medical emergency; Intensive care medicine; Disease","authors":[{"name":"Vronique Provencher","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07640379577280823,"gpt":0.4306871060717082,"spread":0.3542833102988999,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008688757,0.000209237,0.0008188025,0.001071805,0.000498655,0.00003556428,0.0005408322,0.0003224941,0.000120509],"category_scores_gemma":[0.0009178746,0.0001544144,0.0001777214,0.001314456,0.00008133179,0.0004890103,0.0002188676,0.002090185,0.00006645778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009207689,"about_ca_system_score_gemma":0.002558474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002524568,"about_ca_topic_score_gemma":0.002426518,"domain_scores_codex":[0.994239,0.00172088,0.001228361,0.0003313719,0.001156965,0.001323368],"domain_scores_gemma":[0.9967462,0.0008110251,0.0006344998,0.000353274,0.001004248,0.0004507343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001972194,0.0003309659,0.9485595,0.0001265192,0.0002182238,0.0004421053,0.01863583,0.00001135666,0.0002021695,0.0001314828,0.02328609,0.006083511],"study_design_scores_gemma":[0.01358949,0.004572769,0.8966856,0.0002899876,0.0002316986,0.0001513045,0.0755676,0.000069318,0.00002363695,0.0008378712,0.007481765,0.0004989526],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847183,0.005090918,0.0007952201,0.003967898,0.003151283,0.0006258201,0.000003479571,0.00002014926,0.001626991],"genre_scores_gemma":[0.9965753,0.0001711583,0.001561635,0.00002671242,0.0009299364,0.0000300323,0.000004935406,0.00003830656,0.0006619674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05693177,"threshold_uncertainty_score":0.9080929,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2568936373","doi":"10.4172/2167-7182.1000373","title":"Physical Activity and Quality of Life Among Elderly Immigrants in Canada: A Review of Issues for Future Research and Public Support","year":2016,"lang":"en","type":"review","venue":"Journal of Gerontology & Geriatric Research","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Gerontology; Immigration; Quality of life (healthcare); Omics; Physical activity; Quality (philosophy); Alternative medicine; Bioinformatics; Nursing; Physical therapy; Pathology","authors":[{"name":"Alicia C. Garcia","is_ca":false},{"name":"Wei Wei Da","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3438187963976798,"gpt":0.5619854164215101,"spread":0.2181666200238303,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02726983,0.0002192873,0.003628771,0.0007226701,0.0003024215,0.00003896787,0.0007274255,0.0004085463,0.00006520488],"category_scores_gemma":[0.008752,0.0001473218,0.0003006692,0.0009741105,0.001098736,0.0003066762,0.0001828161,0.001376755,4.839247e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008514177,"about_ca_system_score_gemma":0.02630898,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8099826,"about_ca_topic_score_gemma":0.9071541,"domain_scores_codex":[0.9879838,0.006937729,0.001643545,0.0003587154,0.001896927,0.001179346],"domain_scores_gemma":[0.9878327,0.007858751,0.001374003,0.0003057627,0.002009203,0.0006195318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000144367,0.000191774,0.02075026,0.1437114,0.0001535765,0.00002087012,0.0008491844,1.270306e-9,3.384252e-7,0.001766793,0.01032879,0.8220826],"study_design_scores_gemma":[0.0008206515,0.0007577909,0.07375835,0.02166564,0.00008070969,0.00001382039,0.004544071,1.87561e-7,5.168004e-7,0.0003915977,0.8977227,0.0002440173],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.07177623,0.9176648,0.000001159333,0.008849544,0.0002339277,0.001247687,0.00007144305,0.000001471002,0.0001536905],"genre_scores_gemma":[0.0101227,0.9886363,0.00003207361,0.00002659936,0.0008615453,0.00005600367,0.000001802986,0.00001704745,0.0002459262],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8873939,"threshold_uncertainty_score":0.9995977,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2558207384","doi":"","title":"An examination of policies addressing resident smoking in Ontario, Canada?s private long-term care facilities","year":2014,"lang":"en","type":"article","venue":"Journal of Gerontology & Geriatric Research","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Term (time); Long-term care; Gerontology; Environmental health; Family medicine; Nursing","authors":[{"name":"Ashworth J Watt C","is_ca":false},{"name":"Jessica A. Kulak","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08687894514832929,"gpt":0.3902786653624206,"spread":0.3033997202140913,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004457718,0.0001011685,0.0003671351,0.0005984812,0.0005434887,0.00007507972,0.0004141492,0.0001165003,0.0001156557],"category_scores_gemma":[0.0007446479,0.00009138355,0.00005371068,0.0003240421,0.0003359937,0.0003563756,0.00005361757,0.000469579,3.124344e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001350576,"about_ca_system_score_gemma":0.00227608,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9877383,"about_ca_topic_score_gemma":0.9995374,"domain_scores_codex":[0.9958749,0.001738546,0.0006103606,0.0001610476,0.001127086,0.000487995],"domain_scores_gemma":[0.9978914,0.0004889421,0.0003982241,0.0001640777,0.0009401078,0.0001171975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003565325,0.00002522863,0.5621316,0.00005066407,0.00002248714,0.0000217503,0.4329475,0.00002436272,0.00006821119,0.0008550877,0.0004501653,0.003367257],"study_design_scores_gemma":[0.0003243967,0.0001762777,0.9743619,0.00005863778,0.00001169937,0.000004702737,0.02327397,0.000003267102,0.0001081496,0.000349643,0.001251104,0.00007623573],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953308,0.001810537,0.00009855427,0.0003407573,0.000289632,0.0001415038,0.000001709646,0.000004593333,0.001981967],"genre_scores_gemma":[0.9984622,0.0003293872,0.00008405228,0.000008552911,0.000339769,0.000004193128,0.000001987679,0.000006293833,0.0007635559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4122303,"threshold_uncertainty_score":0.4180131,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2530621513","doi":"","title":"Palliative and therapeutic harmonization: Shining a light on pharmacotherapy","year":2014,"lang":"en","type":"article","venue":"Journal of Gerontology & Geriatric Research","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Nova Scotia Health Authority","funders":"","keywords":"Harmonization; Polypharmacy; Medicine; Pharmacotherapy; Vulnerability (computing); Gerontology; Intensive care medicine; Nursing; Computer science","authors":[{"name":"Laurie Mallery","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.294375202936927,"gpt":0.5136284607192412,"spread":0.2192532577823142,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002583444,0.0001297117,0.0004221136,0.0003950154,0.0001656509,0.00004310472,0.0001496431,0.0001119828,0.0003440339],"category_scores_gemma":[0.0005942241,0.00008841701,0.00009293585,0.000343991,0.0001165261,0.0001312763,0.00003378194,0.001021647,0.00002594217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000865461,"about_ca_system_score_gemma":0.0001358145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006663503,"about_ca_topic_score_gemma":0.000001283828,"domain_scores_codex":[0.9974872,0.0008406286,0.0004572751,0.0001882876,0.0006645373,0.0003620852],"domain_scores_gemma":[0.9971317,0.001693377,0.0002873364,0.0001453588,0.0004634831,0.000278724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01759006,0.001620043,0.5809068,0.0003415332,0.001567819,0.0004686171,0.005503715,0.00003124459,0.03907387,0.005996502,0.007774825,0.3391249],"study_design_scores_gemma":[0.02417456,0.01842786,0.3388807,0.0002907483,0.0006882639,0.001151362,0.0009550492,0.006871582,0.01207182,0.00409143,0.5918621,0.0005345364],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9520772,0.007295127,0.001037095,0.03029578,0.0005232904,0.0003866348,7.874231e-7,0.000014734,0.008369377],"genre_scores_gemma":[0.993895,0.002413159,0.0006039329,0.001821119,0.0006653813,0.000004934228,6.323381e-7,0.0000188189,0.0005770568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5840873,"threshold_uncertainty_score":0.4438604,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}