{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":31,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":31,"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"},"query_hash":"dc8b832872e4","filters":{"venue":"Population Health Management"}},"results":[{"id":"W2028345823","doi":"10.1089/pop.2013.0098","title":"Prescription Opioid Abuse: A Literature Review of the Clinical and Economic Burden in the United States","year":2014,"lang":"en","type":"review","venue":"Population Health Management","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":184,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"inVentiv Health Clinical","funders":"","keywords":"Medicine; Medicaid; Medical prescription; Psychiatry; Health care; Emergency department; Opioid overdose; Family medicine; Health economics; Public health; Opioid; Emergency medicine; Environmental health; Nursing","retraction":null,"screen_n_in":null,"score":{"opus":0.05589059279294293,"gpt":0.4168460996337987,"spread":0.3609555068408558,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001528573,0.000262761,0.001274031,0.0002296321,0.00006122861,0.00002499346,0.0001878132,0.0001107895,0.00001308724],"category_scores_gemma":[0.00003389323,0.0001389236,0.0002466455,0.0003955967,0.00003444965,0.00003527061,0.00006418136,0.0003278112,0.0000095901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002235196,"about_ca_system_score_gemma":0.00007608134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005930245,"about_ca_topic_score_gemma":0.00005507323,"domain_scores_codex":[0.9966633,0.00101282,0.001536061,0.0003569137,0.000239849,0.0001910374],"domain_scores_gemma":[0.9982113,0.0001127762,0.0008339064,0.0007497893,0.00003058634,0.00006167966],"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":[0.000008964035,0.00009080801,0.002127852,0.4788399,0.0001197494,0.000002188596,0.0005397557,0.000007589703,9.728467e-11,0.001053218,0.004269388,0.5129406],"study_design_scores_gemma":[0.0003927343,0.00007925332,0.01998988,0.1926641,0.0005623614,0.000005133314,0.00003900985,0.00007810976,5.255789e-10,0.00007714953,0.7860416,0.00007065138],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002073954,0.9892583,0.000005612718,0.00367032,0.0002288353,0.006520394,0.00002914456,0.00001535486,0.00006458443],"genre_scores_gemma":[0.00005697504,0.9934456,0.0001414006,0.003339802,0.0001181611,0.0003475824,0.002392751,0.00002602367,0.0001316623],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7817722,"threshold_uncertainty_score":0.566514,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2084979551","doi":"10.1089/pop.2008.0020","title":"Does Higher Continuity of Family Physician Care Reduce Hospitalizations in Elderly People with Diabetes?","year":2009,"lang":"en","type":"article","venue":"Population Health Management","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":83,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Newfoundland and Labrador Centre for Applied Health Research; Memorial University of Newfoundland","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Confidence interval; Continuity of care; Diabetes mellitus; Health care; Population; Retrospective cohort study; Demography; Cohort; Generalized estimating equation; Gerontology; Internal medicine; Environmental health","retraction":null,"screen_n_in":null,"score":{"opus":0.024707270776872,"gpt":0.3762071831959388,"spread":0.3514999124190668,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003761273,0.0001878022,0.0005125707,0.0002668002,0.0004084157,0.000008301668,0.0001569073,0.0000883417,0.00003862481],"category_scores_gemma":[0.000008629464,0.0001340662,0.00004941856,0.0006343905,0.00001614926,0.0002034373,0.00004464026,0.0002454221,0.0000151722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008801246,"about_ca_system_score_gemma":0.0002301043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001759348,"about_ca_topic_score_gemma":0.003220665,"domain_scores_codex":[0.9974159,0.0003166619,0.000922143,0.0003468707,0.0003624441,0.0006359786],"domain_scores_gemma":[0.9986492,0.00007126808,0.0005599727,0.0004237481,0.0001596395,0.0001362086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005096155,0.0001395836,0.8977739,0.002075903,0.00001867159,0.000001321181,0.003635064,0.0000980937,0.000003085906,0.01809517,0.005971757,0.07213648],"study_design_scores_gemma":[0.001033519,0.0002707711,0.9745514,0.0003246481,0.00001808196,7.87457e-9,0.002440617,0.0000164131,0.000001330195,0.001278503,0.0199138,0.0001508645],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9422299,0.0008169502,0.0002152275,0.02843055,0.0009343374,0.004172344,0.00004678431,0.0001939143,0.02295998],"genre_scores_gemma":[0.966253,0.0001642107,0.001066211,0.03126419,0.0001161891,0.000173347,0.0002707932,0.00002108087,0.0006709532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07677753,"threshold_uncertainty_score":0.5467061,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2043051651","doi":"10.1089/pop.2011.0104","title":"Exploring Robust Methods for Evaluating Treatment and Comparison Groups in Chronic Care Management Programs","year":2012,"lang":"en","type":"article","venue":"Population Health Management","topic":"Advanced Causal Inference Techniques","field":"Mathematics","cited_by":78,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Toyota Motor Corporation; York University; Institute for Quantitative Social Science, Harvard University; Harvard University","keywords":"Matching (statistics); Propensity score matching; Average treatment effect; Statistic; Medicine; Psychological intervention; Variance (accounting); Statistics; Health care; Population; Analysis of variance; Operations management; Mathematics; Nursing; Environmental health; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.7243465867818727,"gpt":0.5958023742768924,"spread":0.1285442125049803,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001467237,0.0002303848,0.0003824957,0.0002349988,0.0001753891,0.00003353244,0.00008309456,0.00003623728,0.000005206196],"category_scores_gemma":[0.00002492316,0.0002219483,0.00004733861,0.0002101401,0.00001367629,0.0003700904,0.00009887623,0.00006028693,0.000001347957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002625549,"about_ca_system_score_gemma":0.00001021361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001543866,"about_ca_topic_score_gemma":0.0002016819,"domain_scores_codex":[0.9979909,0.0002278167,0.0006853631,0.0003301741,0.0001762504,0.0005894658],"domain_scores_gemma":[0.9990963,0.0001435188,0.0002975534,0.0003105262,0.00003352667,0.0001185436],"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":[0.00001718683,0.0001371244,0.01251047,0.002158549,0.00003335877,2.328019e-7,0.002398016,0.0006165244,0.000001913975,0.1196045,0.0000114092,0.8625107],"study_design_scores_gemma":[0.01221192,0.007536967,0.4206435,0.004935383,0.001003713,0.000007390403,0.05445476,0.1498392,0.0006139288,0.3146641,0.03087216,0.003217044],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.109764,0.002452323,0.8773612,0.0002502414,0.0002286933,0.008981896,0.000002385362,0.0004562816,0.0005029091],"genre_scores_gemma":[0.4311839,0.0003490932,0.564858,0.00002736145,0.00004655306,0.003420211,0.00005744143,0.00002708482,0.00003036782],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.8592937,"threshold_uncertainty_score":0.9050787,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1975609339","doi":"10.1089/pop.2012.0096","title":"Conservative Spine Care: Opportunities to Improve the Quality and Value of Care","year":2013,"lang":"en","type":"review","venue":"Population Health Management","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kingston Health Sciences Centre","funders":"","keywords":"Medicine; Health care; Narrative review; Epidemiology; MEDLINE; Nursing; Value (mathematics); Quality (philosophy); Family medicine; Intensive care medicine; Political science","retraction":null,"screen_n_in":null,"score":{"opus":0.1446112358011787,"gpt":0.4523020546051679,"spread":0.3076908188039892,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006962956,0.0002325448,0.001073584,0.0001830401,0.0001137613,0.00001383435,0.00007390387,0.0000858666,0.00001833637],"category_scores_gemma":[0.0000907676,0.0001440396,0.0001814584,0.0001494197,0.00006146372,0.0000384331,0.00008371145,0.0001420105,0.000006014709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003557266,"about_ca_system_score_gemma":0.0001294859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001907425,"about_ca_topic_score_gemma":0.00006879378,"domain_scores_codex":[0.9976299,0.0005071463,0.001031097,0.0003087647,0.0003406832,0.0001823926],"domain_scores_gemma":[0.998494,0.000115655,0.000598103,0.0004431652,0.0001942968,0.0001547216],"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":[0.000004720332,0.00001384937,0.0001191027,0.2519299,0.00006551731,1.919349e-7,0.001047621,8.768142e-7,2.992316e-8,0.01095833,0.0002744835,0.7355854],"study_design_scores_gemma":[0.0003506015,0.0005719291,0.1062478,0.01360909,0.0003471174,5.639196e-7,0.00745147,0.000009785065,6.392127e-8,0.00009986522,0.871116,0.0001957465],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003682679,0.9848628,0.000109161,0.004500215,0.0002210179,0.008974325,0.00003718448,0.00002982192,0.0008972278],"genre_scores_gemma":[0.001334647,0.9930667,0.00173154,0.001753742,0.0000879096,0.0005733185,0.0007254187,0.00002730472,0.0006994738],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8708415,"threshold_uncertainty_score":0.5873764,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2063333104","doi":"10.1089/pop.2011.0084","title":"Using Administrative Databases in the Surveillance of Depressive Disorders—Case Definitions","year":2012,"lang":"en","type":"article","venue":"Population Health Management","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":44,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Ottawa; Newfoundland and Labrador Centre for Applied Health Research; Memorial University of Newfoundland","funders":"","keywords":"Medical diagnosis; Medicine; Depression (economics); Major depressive disorder; Population; Audit; Medical record; Cohen's kappa; Gold standard (test); Psychiatry; Statistic; Database; Family medicine; Environmental health","retraction":null,"screen_n_in":null,"score":{"opus":0.3889243570496415,"gpt":0.5109374450384268,"spread":0.1220130879887852,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005069801,0.00009515444,0.0001388405,0.000105882,0.0002256214,0.000006911629,0.00007586566,0.00001450485,0.0001697223],"category_scores_gemma":[0.00000669592,0.00007480279,0.0000259452,0.0002502923,0.0000221252,0.0001518324,0.00002806,0.00006318342,0.00001275422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007438453,"about_ca_system_score_gemma":0.000006097684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005801685,"about_ca_topic_score_gemma":0.00269771,"domain_scores_codex":[0.9986295,0.0003761286,0.0003977639,0.0001509452,0.000139863,0.0003058656],"domain_scores_gemma":[0.9992875,0.0001302118,0.0002597293,0.0002556263,0.000009202007,0.00005775682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004144326,0.0007317963,0.8933862,0.0002153263,0.00002423591,0.0000226801,0.002577895,0.00003290441,7.99976e-8,0.08800928,0.0003353964,0.01462277],"study_design_scores_gemma":[0.0005237828,0.00004001057,0.9938262,0.00004033566,0.00001193013,0.00002640267,0.004257905,0.00006529343,6.451996e-7,0.0005794081,0.0005580177,0.00007011584],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884845,0.001336784,0.00107842,0.0008975372,0.0003553969,0.001576349,0.00009567061,0.00001861579,0.006156747],"genre_scores_gemma":[0.9977602,0.00009930453,0.001192934,0.0005005053,0.00004302805,0.0001462096,0.0002283979,0.000007480354,0.00002193637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.10044,"threshold_uncertainty_score":0.8770452,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2047366486","doi":"10.1089/pop.2011.0086","title":"Multidisciplinary Case Management for Patients at High Risk of Hospitalization: Comparison of Virtual Ward Models in the United Kingdom, United States, and Canada","year":2012,"lang":"en","type":"article","venue":"Population Health Management","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Multidisciplinary approach; Medicine; Emergency medicine; Medical emergency; Family medicine; Gerontology; Political science","retraction":null,"screen_n_in":null,"score":{"opus":0.05813823551205407,"gpt":0.3533096049340814,"spread":0.2951713694220274,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004346926,0.0001627795,0.0002992935,0.0004247125,0.0001384955,0.000007731316,0.00007847838,0.00002643381,0.00001784078],"category_scores_gemma":[0.00001176412,0.0001363594,0.00003144738,0.0004612095,0.00003591461,0.00009840869,0.0001418257,0.00005257626,3.615911e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004704263,"about_ca_system_score_gemma":0.00002149008,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4131739,"about_ca_topic_score_gemma":0.08416419,"domain_scores_codex":[0.9982372,0.0001363279,0.0006811162,0.0002091355,0.000433869,0.0003023519],"domain_scores_gemma":[0.9989513,0.00007230702,0.0004847797,0.0003163102,0.00006531004,0.000110023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002835781,0.0009009836,0.8691432,0.003029189,0.0002089575,0.00001470397,0.001363475,0.05820478,1.878673e-8,0.05988747,0.004295128,0.002668443],"study_design_scores_gemma":[0.00383374,0.0003320396,0.9007561,0.0001958759,0.0002970471,0.000001441343,0.005239517,0.0864094,6.135575e-7,0.0003513004,0.002448527,0.0001343645],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933668,0.00008940516,0.002303669,0.0005245609,0.0001165405,0.003212196,0.00008992611,0.00002109182,0.0002758346],"genre_scores_gemma":[0.9954966,0.0001848867,0.0009959138,0.0002103279,0.0000166401,0.0001255244,0.002807993,0.00002589744,0.0001362608],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3290097,"threshold_uncertainty_score":0.9325475,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2900640923","doi":"10.1089/pop.2018.0126","title":"Complexities of Addressing Food Insecurity in an Urban Population","year":2018,"lang":"en","type":"article","venue":"Population Health Management","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":38,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Food insecurity; Supplemental Nutrition Assistance Program; Environmental health; Medicine; Health care; Food security; Quarter (Canadian coin); Population; Business; Economic growth; Geography; Economics","retraction":null,"screen_n_in":null,"score":{"opus":0.388007945184216,"gpt":0.5156547004424177,"spread":0.1276467552582017,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001483093,0.0002017606,0.0004664668,0.0006642499,0.001288299,0.00001834042,0.0002121187,0.0001688598,0.0003966227],"category_scores_gemma":[0.00005716172,0.0002260023,0.00005178655,0.0006378815,0.0000794891,0.0006226214,0.0001351033,0.0003796301,0.00005158941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005872488,"about_ca_system_score_gemma":0.00008678869,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009625081,"about_ca_topic_score_gemma":0.03037167,"domain_scores_codex":[0.9957497,0.0009928452,0.001662816,0.0004171798,0.0004763368,0.0007011644],"domain_scores_gemma":[0.9981345,0.000101573,0.0008473875,0.0004993868,0.000193506,0.0002236793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000950305,0.0001683343,0.7644772,0.00158725,0.00001156449,4.639556e-7,0.008903529,0.00007573336,5.758347e-7,0.2207414,0.0009580331,0.002980899],"study_design_scores_gemma":[0.0009483164,0.0004483358,0.9691421,0.0006203959,0.00001068448,1.826482e-7,0.003497253,0.002719352,7.338433e-7,0.01955208,0.002887313,0.0001732111],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903571,0.0001823352,0.0003460878,0.001775008,0.000928989,0.00227072,0.00006448401,0.0001684856,0.003906767],"genre_scores_gemma":[0.9931101,0.00003601433,0.003543398,0.001992499,0.0004339107,0.0001210149,0.0006706262,0.000028902,0.00006355049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2046649,"threshold_uncertainty_score":0.9969699,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2897092465","doi":"10.1089/pop.2018.0113","title":"Trends in Publications on Medical Cannabis from the Year 2000","year":2018,"lang":"en","type":"article","venue":"Population Health Management","topic":"Cannabis and Cannabinoid Research","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Cannabis; Medical cannabis; Medicine; Web of science; MEDLINE; Psychiatry; Family medicine; Political science; Internal medicine; Meta-analysis","retraction":null,"screen_n_in":null,"score":{"opus":0.04452243865457629,"gpt":0.3904883936119125,"spread":0.3459659549573362,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006969004,0.00008560371,0.0001437512,0.0003306241,0.0001592758,0.00002886453,0.0001433727,0.00005089335,0.004042348],"category_scores_gemma":[0.00006869528,0.0000606031,0.00004473635,0.0007881413,0.00005520805,0.00003954394,0.00005542588,0.0001964297,0.000158925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000444684,"about_ca_system_score_gemma":0.0001669663,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01103395,"about_ca_topic_score_gemma":0.006163905,"domain_scores_codex":[0.9982182,0.00009819552,0.000330251,0.0002655358,0.000779246,0.0003085524],"domain_scores_gemma":[0.9991901,0.000008783418,0.00006262393,0.0004462826,0.00005861948,0.0002335893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00006335998,0.0001419321,0.0656504,0.00002038014,0.00001592008,0.000002947415,0.0003128209,0.000003924632,1.841282e-7,0.01153672,0.7144266,0.2078248],"study_design_scores_gemma":[0.0004381888,0.00009578939,0.6079143,0.000037815,0.000003913992,5.644393e-7,0.00008743836,0.0003237796,6.445717e-7,0.000132557,0.3909325,0.00003246757],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1049511,0.0001500105,0.00009174091,0.8650026,0.0002423248,0.0007455655,0.0000194328,0.0000726514,0.02872452],"genre_scores_gemma":[0.9360021,0.00009740071,0.0001509214,0.01824937,0.0006189954,0.0001957858,0.000396691,0.00001992814,0.0442688],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8467533,"threshold_uncertainty_score":0.9968681,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2626287435","doi":"10.1089/pop.2017.0049","title":"Evaluation of the Impact of an Innovative Immunization Practice Model Designed to Improve Population Health: Results of the Project IMPACT Immunizations Pilot","year":2017,"lang":"en","type":"article","venue":"Population Health Management","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"University of Waterloo; American Pharmacists Association Foundation; Washington State University","keywords":"Vaccination; Medicine; Immunization; Family medicine; Pharmacy; Health care; Influenza vaccine; Observational study; Immunology; Internal medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.1390989517022347,"gpt":0.4843465536036937,"spread":0.345247601901459,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004322237,0.0001871322,0.000384189,0.0003652782,0.0008404992,0.00002874014,0.0002936688,0.00006008977,0.000004514761],"category_scores_gemma":[0.001983772,0.000117401,0.0001342062,0.001150916,0.00005935716,0.0005045448,0.0001331763,0.0001624048,5.903278e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001197507,"about_ca_system_score_gemma":0.001109131,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02583222,"about_ca_topic_score_gemma":0.0005135667,"domain_scores_codex":[0.9960932,0.001128217,0.001265626,0.0002667958,0.001003809,0.0002423798],"domain_scores_gemma":[0.993115,0.00006077166,0.003189933,0.001564023,0.001985186,0.00008510816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.001464212,0.002558025,0.1653164,0.0007383752,0.0007156276,1.701947e-7,0.006180139,0.7369867,0.008254959,0.002858172,0.0004639292,0.07446334],"study_design_scores_gemma":[0.001799695,0.001449402,0.8921204,0.0002784207,0.0001595208,0.000001949157,0.0001937263,0.1034508,0.0001555419,0.000293821,0.00001517856,0.00008156929],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9823535,0.00003818674,0.003554278,0.005753638,0.00021163,0.007439062,0.0001223112,0.00002916927,0.0004982152],"genre_scores_gemma":[0.9981123,0.00002922255,0.001097054,0.0003567637,0.00003330423,0.00009866365,0.0002022452,0.00002564401,0.00004483704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.726804,"threshold_uncertainty_score":0.9806548,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2123014248","doi":"10.1089/pop.2013.0055","title":"Health Care Savings with the Patient-Centered Medical Home: Community Care of North Carolina's Experience","year":2013,"lang":"en","type":"article","venue":"Population Health Management","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":37,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicaid; Medicine; Psychological intervention; Pharmacy; Population; South carolina; Gerontology; Health care; Family medicine; Intervention (counseling); Cohort; Managed care; Medical home; Population health; Medication therapy management; Quarter (Canadian coin); Environmental health; Nursing; Primary care; Pharmacist","retraction":null,"screen_n_in":null,"score":{"opus":0.03884902937532102,"gpt":0.3888646590782713,"spread":0.3500156297029503,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006354082,0.000267415,0.0006255705,0.0001735288,0.002712639,0.00001248395,0.0005504421,0.00009821173,0.0002733833],"category_scores_gemma":[0.0000381067,0.0001825022,0.00007647833,0.0004418135,0.00009999851,0.0002081916,0.0004030234,0.00095368,0.00005126586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001800664,"about_ca_system_score_gemma":0.0009507569,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07284764,"about_ca_topic_score_gemma":0.05508769,"domain_scores_codex":[0.9944771,0.001867313,0.001325582,0.0003269941,0.001076626,0.0009263701],"domain_scores_gemma":[0.9968526,0.0002601413,0.001026848,0.0009695151,0.0003920047,0.000498843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004701728,0.00005999077,0.7814524,0.004226328,0.00002140706,0.000001250086,0.08399524,0.00001275842,1.787556e-8,0.0003888136,0.02244069,0.1073541],"study_design_scores_gemma":[0.0008513968,0.0003728522,0.9108853,0.0003117596,0.000009696362,8.320269e-7,0.05961487,0.00001477007,1.513777e-7,0.00002102994,0.02777547,0.0001418439],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9431309,0.001567664,0.0001725257,0.0482967,0.0005367846,0.004832159,0.00004804616,0.0001442697,0.001270942],"genre_scores_gemma":[0.9334597,0.0003451274,0.0006356049,0.06411924,0.00007831815,0.0007501291,0.0004979591,0.00003452795,0.00007939753],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.129433,"threshold_uncertainty_score":0.9985857,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3081207096","doi":"10.1089/pop.2020.0187","title":"The Essential Role of Technology in the Public Health Battle Against COVID-19","year":2020,"lang":"en","type":"review","venue":"Population Health Management","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":28,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Battle; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Public health; Pandemic; Medicine; Virology; Political science; Geography; Nursing; Disease; Infectious disease (medical specialty)","retraction":null,"screen_n_in":null,"score":{"opus":0.386498676601402,"gpt":0.5218889491837785,"spread":0.1353902725823765,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006419274,0.0003717837,0.001916482,0.0003603829,0.0006181326,0.00003961426,0.0009768921,0.0001735617,0.00001351011],"category_scores_gemma":[0.005507547,0.0002066128,0.0002946053,0.001486784,0.0001267972,0.00003695788,0.0005738628,0.0005396023,0.00002144232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001461655,"about_ca_system_score_gemma":0.0004036272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004740548,"about_ca_topic_score_gemma":0.0007403248,"domain_scores_codex":[0.9937335,0.002110133,0.002354511,0.0005760046,0.0005216855,0.0007042242],"domain_scores_gemma":[0.9928868,0.003918771,0.002135922,0.0008456497,0.00003331888,0.0001794988],"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":[0.000002143398,0.00007077841,0.0001599212,0.01898155,0.00007593172,0.00000252999,0.0001770265,0.000006602472,5.627803e-10,0.285583,0.006430136,0.6885104],"study_design_scores_gemma":[0.0001360828,0.00005807191,0.0001927297,0.0007451154,0.00004573768,0.00000147265,0.000551072,0.00006518522,1.371525e-9,0.06381206,0.9342582,0.0001342673],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000002562751,0.8140935,0.001439222,0.1804655,0.0001676288,0.003549205,0.00002231435,0.0001191137,0.0001409832],"genre_scores_gemma":[0.000650259,0.9904234,0.001025534,0.006838555,0.00009628047,0.0008029199,0.0001095539,0.00003164315,0.00002189155],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9278281,"threshold_uncertainty_score":0.8425425,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1999763112","doi":"10.1089/pop.2010.0081","title":"Obesity Predicts Primary Health Care Visits: A Cohort Study","year":2011,"lang":"en","type":"article","venue":"Population Health Management","topic":"Health Promotion and Cardiovascular Prevention","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"St. John’s Health Sciences Centre; Janeway Children's Health and Rehabilitation Centre; Newfoundland and Labrador Centre for Applied Health Research; Memorial University of Newfoundland","funders":"","keywords":"Medicine; Overweight; Body mass index; Obesity; Demography; Multivariate analysis; Cohort; Cohort study; Population; Gerontology; Internal medicine; Environmental health","retraction":null,"screen_n_in":null,"score":{"opus":0.03579244427875444,"gpt":0.3355716013408937,"spread":0.2997791570621393,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003755332,0.0001877998,0.0005572076,0.0002524003,0.0003509027,0.00001265054,0.00008398521,0.00005759472,0.0001590265],"category_scores_gemma":[0.0000129452,0.0001876244,0.0001589758,0.0003300302,0.000009982047,0.0001217638,0.00007801651,0.0001894965,0.00008809529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009607599,"about_ca_system_score_gemma":0.0001668751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001938575,"about_ca_topic_score_gemma":0.000190411,"domain_scores_codex":[0.9962779,0.001091549,0.0008412236,0.0005237373,0.0008021948,0.0004634202],"domain_scores_gemma":[0.9984842,0.000005642783,0.0002962279,0.0006459879,0.0001090872,0.0004588773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003943391,0.001046745,0.8147524,0.003118737,0.000227518,0.00001817133,0.003985425,0.000005283665,4.466933e-8,0.0004292293,0.001290294,0.1750867],"study_design_scores_gemma":[0.001909241,0.0009144545,0.9892181,0.0001699687,0.0001056129,0.000008712055,0.001362347,0.00002403116,3.337551e-7,0.00003900383,0.006132603,0.0001155808],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8351129,0.005378573,0.05786641,0.006433835,0.001868525,0.0445287,0.00002698503,0.001553935,0.04723015],"genre_scores_gemma":[0.9886196,0.0003540502,0.002991159,0.006632957,0.0001227862,0.0003185654,0.0004690813,0.00003141027,0.0004604068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1749711,"threshold_uncertainty_score":0.76511,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1993883142","doi":"10.1089/pop.2008.0044","title":"Worksite Health Promotion: The Value of the Tune Up Your Heart Program","year":2009,"lang":"en","type":"article","venue":"Population Health Management","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Windsor Clinical Research; Pfizer (Canada); Dillon Consulting","funders":"Pfizer Canada; Pfizer","keywords":"Medicine; Workforce; Body mass index; Psychological intervention; Population; Absenteeism; Health promotion; Casual; Physical therapy; Gerontology; Demography; Environmental health; Internal medicine; Nursing; Public health","retraction":null,"screen_n_in":null,"score":{"opus":0.06481722558908874,"gpt":0.4451232790636698,"spread":0.3803060534745811,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003737775,0.0002416535,0.0004550485,0.0001398116,0.002919046,0.00002145821,0.0003626405,0.0001202287,0.00009277897],"category_scores_gemma":[0.00005563988,0.000153698,0.000135922,0.001002276,0.00004245185,0.0001275179,0.0001322199,0.0007667686,0.00007474874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006005407,"about_ca_system_score_gemma":0.000338359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001394854,"about_ca_topic_score_gemma":0.0002652792,"domain_scores_codex":[0.9942368,0.001886035,0.001597067,0.0004157123,0.0007266271,0.001137718],"domain_scores_gemma":[0.9974548,0.0001275662,0.001098261,0.0008968586,0.0001040505,0.0003184267],"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":[0.0001701271,0.0007805665,0.2776005,0.003975017,0.00004796813,9.707023e-7,0.007428237,0.001476072,8.608628e-7,0.1637249,0.1111083,0.4336865],"study_design_scores_gemma":[0.0007043398,0.0003562269,0.8886254,0.001029232,0.00001489363,0.00000130417,0.0009281447,0.001184944,7.132999e-7,0.005033209,0.1019967,0.0001248874],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1168059,0.001616171,0.001606981,0.846339,0.004280205,0.02299742,0.00001136537,0.000576676,0.005766319],"genre_scores_gemma":[0.9474204,0.0004130844,0.002780558,0.04481492,0.0004880659,0.0004799641,0.0000667386,0.00003260722,0.003503708],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8306145,"threshold_uncertainty_score":0.998379,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2972853100","doi":"10.1089/pop.2019.0074","title":"Hospital Partnerships in Population Health Initiatives","year":2019,"lang":"en","type":"article","venue":"Population Health Management","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; Impact","funders":"","keywords":"Medicaid; Health care; Outreach; Population health; Population; General partnership; Medicine; Public health; Health administration; Family medicine; Nursing; Business; Environmental health; Political science; Finance","retraction":null,"screen_n_in":null,"score":{"opus":0.1011192011593455,"gpt":0.4526465465244475,"spread":0.3515273453651021,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002404123,0.0002680372,0.0006754632,0.0005620184,0.0006414088,0.00001552139,0.0001959657,0.0001432518,0.000653589],"category_scores_gemma":[0.00004313559,0.0002716157,0.00008111103,0.0006043699,0.00001231475,0.0005312283,0.0001364636,0.0005921324,0.0008086627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003401807,"about_ca_system_score_gemma":0.0004142645,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007246464,"about_ca_topic_score_gemma":0.004229964,"domain_scores_codex":[0.9946578,0.001275651,0.001745533,0.0005841015,0.0005462114,0.001190664],"domain_scores_gemma":[0.9979351,0.0002313555,0.0009308396,0.0005286697,0.00005986312,0.0003141985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004182903,0.00009305109,0.9152273,0.002081618,0.00001311874,0.000001734615,0.001944456,0.00005097774,4.512286e-8,0.05744231,0.01169897,0.01140461],"study_design_scores_gemma":[0.001375144,0.000201646,0.9423096,0.0003103341,0.000003836648,1.683811e-7,0.001666622,0.0001556279,3.937518e-8,0.002625472,0.05113544,0.0002160604],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7198478,0.001457507,0.0003491192,0.2248283,0.004413361,0.01436631,0.00003940666,0.0006604698,0.03403774],"genre_scores_gemma":[0.9285699,0.00065837,0.0009799203,0.0667156,0.0001986777,0.0003207253,0.0007837345,0.00004414037,0.001728962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2087221,"threshold_uncertainty_score":0.9999736,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2025916608","doi":"10.1089/pop.2010.0048","title":"Quality of Life Following Participation in Cardiac Rehabilitation Programs of Longer or Shorter than 6 Months: Does Duration Matter?","year":2011,"lang":"en","type":"article","venue":"Population Health Management","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University; University Health Network; London Health Sciences Centre; University of Toronto; York University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Duration (music); Quality of life (healthcare); Physical therapy; Body mass index; Rehabilitation; Generalized estimating equation; Gerontology; Internal medicine; Nursing","retraction":null,"screen_n_in":null,"score":{"opus":0.07815983468874083,"gpt":0.4084314813913942,"spread":0.3302716467026534,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002225241,0.0001303419,0.0006063955,0.0002664395,0.00005150559,0.000004060292,0.00003661233,0.00006539711,0.00004306777],"category_scores_gemma":[0.00008548339,0.0001021344,0.0001592485,0.0003550126,0.00002163787,0.000173995,0.00002258026,0.00008039532,0.000005397832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003464236,"about_ca_system_score_gemma":0.0001020713,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009053248,"about_ca_topic_score_gemma":0.002124924,"domain_scores_codex":[0.9968036,0.0004101579,0.001719424,0.000279508,0.000463518,0.0003237334],"domain_scores_gemma":[0.9987434,0.00006780725,0.0005633907,0.0003213736,0.00007019591,0.000233849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009366356,0.0004793126,0.9569542,0.005130938,0.00002934484,7.299613e-7,0.003746064,0.000006907866,0.000007467996,0.0003965855,0.00004487872,0.03226687],"study_design_scores_gemma":[0.001065871,0.0005460425,0.9956093,0.0003937218,0.00003684223,1.402858e-7,0.001893556,0.0001113229,0.00001913287,0.000180461,0.00006102695,0.00008252016],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937582,0.00008987793,0.0003565179,0.001101708,0.0003811182,0.003619036,0.000007564093,0.00003144725,0.0006545359],"genre_scores_gemma":[0.9940891,0.0000662261,0.0046527,0.0005009351,0.00004168379,0.0003522817,0.0002220856,0.00001686588,0.00005816876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03865509,"threshold_uncertainty_score":0.9975455,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2885523358","doi":"10.1089/pop.2018.0065","title":"Nursing Home Compare Star Rankings and the Variation in Potentially Preventable Emergency Department Visits and Hospital Admissions","year":2018,"lang":"en","type":"article","venue":"Population Health Management","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Riverview Hospital","funders":"","keywords":"Emergency department; Medicine; Nursing homes; Emergency medicine; Emergency nursing; Medical emergency; Family medicine; Nursing","retraction":null,"screen_n_in":null,"score":{"opus":0.02258237129003241,"gpt":0.3764019659387188,"spread":0.3538195946486863,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001084194,0.0001427693,0.0002665917,0.0001769721,0.001196343,0.00002062277,0.00007680294,0.00005035825,0.0002059943],"category_scores_gemma":[0.00003223102,0.0001138395,0.00002916332,0.0002945977,0.00003156003,0.0001528183,0.00008034071,0.0001575419,0.00001204985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000298057,"about_ca_system_score_gemma":0.00005342622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002364751,"about_ca_topic_score_gemma":0.0008604701,"domain_scores_codex":[0.9978129,0.000494283,0.0006811804,0.0003218405,0.000265867,0.0004239293],"domain_scores_gemma":[0.9991685,0.00005987439,0.0003291741,0.0002103151,0.00006968611,0.0001625043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001532243,0.0008139479,0.5694817,0.002346551,0.0001855843,0.000006210759,0.09924825,0.00008935836,0.000007943535,0.08363059,0.05420437,0.1884533],"study_design_scores_gemma":[0.002245704,0.0001105506,0.9816592,0.0003817943,0.00004487476,5.335053e-7,0.002113051,0.0009314942,1.757681e-7,0.008999524,0.003390466,0.0001226486],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9647817,0.001666428,0.00280644,0.02395617,0.002104974,0.003900841,0.00001255445,0.0000845828,0.000686326],"genre_scores_gemma":[0.99625,0.0008834776,0.001584896,0.0004344752,0.0002147648,0.0001223201,0.00007981758,0.00001651179,0.0004136805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4121775,"threshold_uncertainty_score":0.9201422,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3127976655","doi":"10.1089/pop.2020.0306","title":"Comparing the Predictive Effects of Patient Medication Adherence Indices in Electronic Health Record and Claims-Based Risk Stratification Models","year":2021,"lang":"en","type":"article","venue":"Population Health Management","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Public Health Ontario","funders":"","keywords":"Medicine; Medical prescription; Medication adherence; Retrospective cohort study; Electronic health record; Medication therapy management; Emergency medicine; Population; Cohort; Predictive validity; Prescription drug; Predictive modelling; Polypharmacy; Predictive value; Internal medicine; Family medicine; Health care; Pharmacy; Machine learning; Pharmacist; Environmental health","retraction":null,"screen_n_in":null,"score":{"opus":0.04022153335182458,"gpt":0.3323426576397518,"spread":0.2921211242879272,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006481028,0.0001054271,0.0002703253,0.000123082,0.0001328611,0.00001121126,0.00007027835,0.0000353594,0.00002004216],"category_scores_gemma":[0.00004672922,0.0000888823,0.00002520385,0.0003875478,0.00003655403,0.00009139044,0.00002346877,0.0002098111,0.000004437156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002885953,"about_ca_system_score_gemma":0.0003027108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001131651,"about_ca_topic_score_gemma":0.0004726201,"domain_scores_codex":[0.9980288,0.000348993,0.0006608929,0.0003121362,0.0004107526,0.0002383921],"domain_scores_gemma":[0.9986696,0.0001087427,0.0007063611,0.0003303992,0.00007204923,0.0001127978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001946687,0.0005558209,0.5834397,0.003789451,0.00007695738,0.000002476332,0.00206808,0.004935485,0.000009523597,0.02110534,0.0007206511,0.3831018],"study_design_scores_gemma":[0.001008007,0.0004812088,0.8626573,0.0008751479,0.00002864074,0.000001210123,0.0006616103,0.1280426,0.0000475434,0.005857248,0.0002733656,0.00006614716],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9390227,0.004413568,0.0444998,0.008752502,0.0001525399,0.002771231,0.000003219777,0.00004831475,0.000336081],"genre_scores_gemma":[0.9937604,0.003017846,0.001391563,0.001363765,0.00001699517,0.0002703213,0.0001393172,0.000007678915,0.00003211634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3830357,"threshold_uncertainty_score":0.3624515,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W857296068","doi":"10.1089/pop.2015.0030","title":"Employee Use of a Wireless Physical Activity Tracker Within Two Incentive Designs at One Company","year":2015,"lang":"en","type":"article","venue":"Population Health Management","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Incentive; Incentive program; Population; Quarter (Canadian coin); Population health; Medicine; Business; Gerontology; Environmental health; Economics","retraction":null,"screen_n_in":null,"score":{"opus":0.4028394398481013,"gpt":0.4818661433717609,"spread":0.07902670352365954,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004419309,0.000154137,0.0003525251,0.0001531698,0.000138264,0.00001575279,0.0001093768,0.00004814124,0.0001165922],"category_scores_gemma":[0.000007223705,0.0001602459,0.0000907893,0.0002643558,0.00004959951,0.0002219413,0.00008162759,0.0001597062,0.0001483112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005248107,"about_ca_system_score_gemma":0.00003000763,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009520801,"about_ca_topic_score_gemma":0.001380023,"domain_scores_codex":[0.997934,0.0004786069,0.0005069181,0.0003423184,0.0003540468,0.0003840472],"domain_scores_gemma":[0.9987133,0.00003872663,0.0004636151,0.0003785774,0.00009691935,0.0003088292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001450085,0.005296357,0.7519246,0.0004069505,0.000165767,0.00001016761,0.007411079,0.0004498612,0.00002308357,0.06020003,0.01467109,0.157991],"study_design_scores_gemma":[0.001352427,0.0003938353,0.9958754,0.0001001728,0.00004379156,8.549014e-7,0.0002396559,0.0009729983,0.00002258782,0.000366077,0.0004982972,0.0001338724],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947703,0.00003269461,0.002415826,0.0006442447,0.0005381915,0.001188385,0.00003720785,0.00007846281,0.0002947227],"genre_scores_gemma":[0.996916,0.000004141019,0.001128286,0.0003729868,0.00006448078,0.0001363876,0.00009443134,0.00002311402,0.001260177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2439509,"threshold_uncertainty_score":0.9970749,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1593329604","doi":"10.1089/pop.2014.0078","title":"Chronic Disease Management: A Proving Ground for Health Literacy","year":2014,"lang":"en","type":"article","venue":"Population Health Management","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre for Advancing Health Outcomes; University of British Columbia","funders":"Health Canada","keywords":"Health literacy; Medicine; Public health; Family medicine; Literacy; COPD; Health care; Population; Population health; Gerontology; Internal medicine; Nursing; Environmental health; Psychology; Political science","retraction":null,"screen_n_in":null,"score":{"opus":0.05284546868523323,"gpt":0.4729364862902514,"spread":0.4200910176050182,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.006002639,0.0003066316,0.0004969956,0.0004254698,0.002811173,0.00008752511,0.0003181317,0.00007981927,0.0002358935],"category_scores_gemma":[0.00009688467,0.0002929825,0.0001221134,0.0004674952,0.00002342992,0.001319556,0.000194381,0.0003498184,0.0002511247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002157148,"about_ca_system_score_gemma":0.0002783028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004864782,"about_ca_topic_score_gemma":0.0001281787,"domain_scores_codex":[0.9933681,0.001026216,0.003065573,0.0006522438,0.0005206528,0.001367236],"domain_scores_gemma":[0.9962281,0.0002424317,0.001657517,0.0008827163,0.0001770582,0.0008121648],"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":[0.0001516677,0.00009768351,0.04079876,0.03797403,0.00002937307,3.584654e-7,0.001660153,0.0001802789,2.101056e-8,0.1735838,0.01265387,0.73287],"study_design_scores_gemma":[0.001392024,0.0001130521,0.4200721,0.0008192461,0.00001174959,1.064197e-7,0.0001505965,0.0305401,1.802884e-8,0.004797908,0.5419242,0.0001789303],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01639335,0.001723705,0.8401858,0.08273581,0.004167945,0.03571909,0.0002074577,0.001455437,0.01741144],"genre_scores_gemma":[0.8312523,0.0005764214,0.04671522,0.1043009,0.00161306,0.005490825,0.002513763,0.00009856899,0.007438945],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8148589,"threshold_uncertainty_score":0.9999523,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2276627270","doi":"10.1089/pop.2015.0163","title":"The Emerging Role of Health Literacy in Chronic Disease Management: The Response to a Call for Action in Canada","year":2016,"lang":"en","type":"article","venue":"Population Health Management","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Victoria; University of British Columbia","funders":"","keywords":"Call to action; Health literacy; Medicine; Literacy; Public health; Population; Health care; Population health; Gerontology; Library science; Political science; Family medicine; Nursing; Environmental health; Law","retraction":null,"screen_n_in":null,"score":{"opus":0.04738980227022484,"gpt":0.457892437266147,"spread":0.4105026349959222,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008977989,0.0001484567,0.0002667098,0.0002900317,0.001001972,0.00001572371,0.0002896856,0.00002909466,0.00003452824],"category_scores_gemma":[0.0001984316,0.00008684927,0.00003932914,0.0006137381,0.00001373017,0.0004274544,0.0001301961,0.0001860782,0.00001262523],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008190176,"about_ca_system_score_gemma":0.001704602,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3949287,"about_ca_topic_score_gemma":0.6924421,"domain_scores_codex":[0.9939659,0.001855653,0.002636448,0.0002966665,0.0004093218,0.0008360132],"domain_scores_gemma":[0.9972509,0.0008495289,0.0009686528,0.0005995316,0.00009656727,0.0002347997],"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":[0.001296843,0.00003130546,0.146674,0.002674529,0.000008778376,3.854609e-7,0.002480473,0.0006887595,5.137164e-7,0.007843303,0.002775595,0.8355255],"study_design_scores_gemma":[0.0008729214,0.00003527991,0.7337857,0.000769599,0.000002041111,2.812983e-8,0.001456515,0.00497274,1.994967e-7,0.0009205522,0.2571164,0.00006791678],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6756537,0.002027171,0.01463674,0.2831401,0.001500453,0.02231381,0.0001600218,0.00007997733,0.0004880607],"genre_scores_gemma":[0.9859835,0.0006573229,0.0004731779,0.01031877,0.00005552362,0.001880557,0.00003844527,0.00001559014,0.0005771482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8354576,"threshold_uncertainty_score":0.9956172,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2051996547","doi":"10.1089/pop.2012.0065","title":"Health Care Worker Perspectives Inform Optimization of Patient Panel-Support Tools: A Qualitative Study","year":2012,"lang":"en","type":"article","venue":"Population Health Management","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Intertek (Canada)","funders":"","keywords":"Qualitative research; Medicine; Health care; Nursing; Family medicine; Sociology","retraction":null,"screen_n_in":null,"score":{"opus":0.1335821543592084,"gpt":0.5016490063162625,"spread":0.3680668519570541,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004552448,0.0003142918,0.0008281223,0.0004611058,0.001035141,0.00001313098,0.0001775337,0.0001224251,0.000278497],"category_scores_gemma":[0.0001145079,0.0002980945,0.00008938374,0.0007186296,0.00002705319,0.0005798457,0.0001513649,0.0004877322,0.00009026807],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004997225,"about_ca_system_score_gemma":0.0007077315,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007666197,"about_ca_topic_score_gemma":0.001215249,"domain_scores_codex":[0.9909992,0.003355108,0.002755543,0.0004474128,0.0009350758,0.00150761],"domain_scores_gemma":[0.9958783,0.0003162669,0.002293808,0.0006132571,0.0003842605,0.0005141394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001172017,0.0005721314,0.09826871,0.003121646,0.00009739897,3.877522e-7,0.8449924,0.001433762,1.720471e-8,0.007420088,0.002950415,0.04102582],"study_design_scores_gemma":[0.001182578,0.001211582,0.1380782,0.0003825488,0.00002139887,5.439456e-7,0.8489136,0.0002069968,8.341889e-8,0.00003310357,0.009753215,0.0002161361],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8284613,0.01535909,0.03229065,0.01991266,0.006779403,0.07230146,0.0002318718,0.001220896,0.02344261],"genre_scores_gemma":[0.9905925,0.0002891538,0.004532949,0.002225814,0.0002396609,0.001293574,0.0003689881,0.00005832655,0.0003990495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1621311,"threshold_uncertainty_score":0.9999471,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2092005372","doi":"10.1089/pop.2009.0023","title":"The Relationship Among Body Mass Index, Subjective Reporting of Chronic Disease, and the Use of Health Care Services in Newfoundland and Labrador, Canada","year":2010,"lang":"en","type":"article","venue":"Population Health Management","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"St. John’s Health Sciences Centre; Newfoundland and Labrador Centre for Applied Health Research; Memorial University of Newfoundland","funders":"","keywords":"Medicine; Body mass index; Overweight; Obesity; Demography; Asthma; Population; Cross-sectional study; Community health; Disease; Health Survey for England; Family medicine; Gerontology; Public health; Environmental health; Internal medicine; Pathology","retraction":null,"screen_n_in":null,"score":{"opus":0.02565411397821199,"gpt":0.3063934747977435,"spread":0.2807393608195315,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008514578,0.00009533241,0.0003109712,0.00006485115,0.0002445975,0.00002032681,0.00004655579,0.00002321046,0.000001074919],"category_scores_gemma":[0.0001820736,0.00006374952,0.00002257044,0.0001988354,0.00009023018,0.0001211736,0.00006433838,0.0001911966,3.89204e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003879142,"about_ca_system_score_gemma":0.0002250531,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8165361,"about_ca_topic_score_gemma":0.9538951,"domain_scores_codex":[0.9982967,0.0001990148,0.000809486,0.0001932053,0.0003129485,0.0001886718],"domain_scores_gemma":[0.9979795,0.0003388135,0.001226553,0.000284468,0.00006367544,0.0001069633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006678702,0.0000745424,0.9878924,0.001739652,0.00002343936,0.000001490216,0.0003256653,0.0001242887,3.0013e-7,0.006809324,0.00001272707,0.002929396],"study_design_scores_gemma":[0.0008709515,0.0000469545,0.9933493,0.0001930349,0.00002812529,4.794087e-7,0.0004363783,0.003756124,3.096241e-7,0.001142958,0.0001302486,0.00004517527],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936755,0.0005265048,0.00001550033,0.004362563,0.00008350702,0.001287975,0.000006941205,0.000008512585,0.00003299712],"genre_scores_gemma":[0.9994699,0.00009870042,0.00006444961,0.0002211692,0.00003562717,0.00002964009,0.00003856796,0.000009676949,0.00003230713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.137359,"threshold_uncertainty_score":0.259963,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2036576340","doi":"10.1089/pop.2010.0060","title":"Blood Pressure Success Zone: You Auto Know A Worksite-Based Program to Improve Blood Pressure Control Among Auto Workers","year":2011,"lang":"en","type":"article","venue":"Population Health Management","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Chrysler (Canada)","funders":"","keywords":"Blood pressure; Medicine; Intervention (counseling); Incidence (geometry); Health care; Physical therapy; Emergency medicine; Nursing; Internal medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.02024696355713039,"gpt":0.3404182831441847,"spread":0.3201713195870542,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002828164,0.0006625731,0.0009531254,0.0006057287,0.002044446,0.000082374,0.0006218437,0.0005190087,0.0006549949],"category_scores_gemma":[0.0001242579,0.0006519577,0.0001943857,0.001138608,0.00006053687,0.0003839267,0.0002441369,0.001220958,0.0002007209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001613698,"about_ca_system_score_gemma":0.0003986768,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01051434,"about_ca_topic_score_gemma":0.001587144,"domain_scores_codex":[0.9916252,0.001469259,0.00211854,0.001340842,0.0009310309,0.002515163],"domain_scores_gemma":[0.9953588,0.0002755004,0.001270457,0.001315796,0.0002780582,0.001501336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008675086,0.001247531,0.9089454,0.006610375,0.0007627514,0.000027789,0.002722686,0.002745594,0.000001405182,0.002235034,0.007897925,0.06593594],"study_design_scores_gemma":[0.006922791,0.0008348426,0.8762651,0.002294467,0.001961159,6.712281e-7,0.0006367367,0.01506393,0.00000522993,0.00017993,0.09508885,0.0007462834],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4491417,0.02771408,0.09215727,0.1007264,0.02211491,0.2483611,0.0007140781,0.01734687,0.04172365],"genre_scores_gemma":[0.962759,0.00008618464,0.01011357,0.008456389,0.0005426527,0.007015798,0.0002079808,0.000158873,0.01065956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5136173,"threshold_uncertainty_score":0.9995931,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2068437612","doi":"10.1089/pop.2008.0025","title":"Family Physicians' Personal and Practice Characteristics that Are Associated with Improved Utilization of Bone Mineral Density Testing and Osteoporosis Medication Prescribing","year":2009,"lang":"en","type":"article","venue":"Population Health Management","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Procter & Gamble (Canada); University of Manitoba; Western University; St. Joseph’s Healthcare Hamilton; Osteoporosis Canada; McMaster University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Osteoporosis; Odds ratio; Odds; Bone mineral; Family medicine; Confidence interval; Medical record; Bone density; Physical therapy; Internal medicine; Logistic regression","retraction":null,"screen_n_in":null,"score":{"opus":0.4523890922240911,"gpt":0.4686151452159021,"spread":0.01622605299181101,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003766017,0.0001927387,0.0004320995,0.0001578537,0.0007917765,0.00002688883,0.00005335276,0.0001243957,0.000003715572],"category_scores_gemma":[0.003061583,0.000189917,0.00001737899,0.000329582,0.00004797322,0.0006423807,0.00006207768,0.0003532792,0.000001101395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003518829,"about_ca_system_score_gemma":0.0001052251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002509867,"about_ca_topic_score_gemma":0.000543862,"domain_scores_codex":[0.9959843,0.001728671,0.0009054266,0.0004195452,0.0005394263,0.000422632],"domain_scores_gemma":[0.995004,0.001292582,0.002838423,0.0002133908,0.0004793995,0.0001722217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002867801,0.0002262198,0.8393804,0.00170029,0.0000527654,0.000003864535,0.00583925,0.000003317602,0.0001387879,0.0005517399,0.0002158449,0.1516007],"study_design_scores_gemma":[0.0008107872,0.0002343136,0.9837325,0.001177036,0.00009610725,0.000002187897,0.00757221,0.00595148,0.000001617509,0.00009286783,0.0001791584,0.0001497241],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9788896,0.0002852181,0.001348233,0.01702491,0.0001524064,0.001962362,0.00002871554,0.0001108833,0.0001976103],"genre_scores_gemma":[0.9828609,0.0004102308,0.00562282,0.0106408,0.0000949303,0.00004798472,0.0002403343,0.00002123605,0.0000607122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.151451,"threshold_uncertainty_score":0.7744592,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3042175042","doi":"10.1089/pop.2020.0048","title":"Racial/Ethnic Differences in Light of 100% Smoke-free State Laws: Evidence from Adults in the United States","year":2020,"lang":"en","type":"article","venue":"Population Health Management","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of New Brunswick","funders":"","keywords":"Ethnic group; Smoke; Behavioral Risk Factor Surveillance System; Health equity; Public health; Demography; State (computer science); Environmental health; Medicine; Psychology; Law; Gerontology; Political science; Geography; Population; Sociology","retraction":null,"screen_n_in":null,"score":{"opus":0.1423682065242145,"gpt":0.3785983908761678,"spread":0.2362301843519533,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004911235,0.0001022944,0.000234066,0.0002110703,0.00003553979,0.00001244214,0.0001630971,0.00003223939,0.00004066292],"category_scores_gemma":[0.00009209642,0.00007742957,0.00002730725,0.0008002929,0.00001475968,0.00009614135,0.00004465903,0.0001483714,0.000001646641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001175475,"about_ca_system_score_gemma":0.000019176,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02291901,"about_ca_topic_score_gemma":0.002530394,"domain_scores_codex":[0.9983445,0.0002356799,0.0005582069,0.0002260693,0.0004589144,0.0001765597],"domain_scores_gemma":[0.9993061,0.0001069472,0.0002194193,0.0002713013,0.00003535412,0.00006091245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002126737,0.0001046527,0.9711323,0.000386399,0.000008550142,0.000008305018,0.01572433,0.0002298067,0.000002223461,0.0001439533,0.0002147768,0.01183205],"study_design_scores_gemma":[0.001075754,0.0002115332,0.9932377,0.0008123565,0.00002470718,1.163236e-7,0.002039067,0.001885195,0.00001250486,0.0004898792,0.0001480856,0.00006309823],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9750513,0.000276622,0.0001664269,0.02348986,0.00006696747,0.0008826732,0.00001031026,0.00002813313,0.00002766147],"genre_scores_gemma":[0.9951435,0.001112729,0.00008972887,0.003256669,0.00002990874,0.00005062114,0.0002949183,0.00000825146,0.00001370921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02210542,"threshold_uncertainty_score":0.9835874,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2944288209","doi":"10.1089/pop.2019.0042","title":"Optimizing Clinical and Cost Outcomes for Patients on Enteral Nutrition Support for Treatment of Exocrine Pancreatic Insufficiency: <i>Proceedings from an Expert Advisory Board Meeting</i>","year":2019,"lang":"en","type":"article","venue":"Population Health Management","topic":"Child Nutrition and Feeding Issues","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Canadian Nuclear Safety Commission; Agency for Healthcare Research and Quality; Children's Hospital of Philadelphia; Drexel University; Perelman School of Medicine, University of Pennsylvania; Ohio State University; University of Pennsylvania; Thomas Jefferson University","keywords":"Parenteral nutrition; Medicine; Exocrine pancreatic insufficiency; Enteral administration; Intensive care medicine; Internal medicine; Pancreas","retraction":null,"screen_n_in":null,"score":{"opus":0.05530976885221589,"gpt":0.3904567413606269,"spread":0.335146972508411,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002073499,0.0001671706,0.0005502222,0.0001612477,0.00008946026,0.00001908337,0.00003975729,0.00004895352,0.0000160475],"category_scores_gemma":[0.00003148793,0.0001460398,0.0001236979,0.00005947778,0.00001991802,0.0001035876,0.00001522588,0.00002952162,0.00000197809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001427603,"about_ca_system_score_gemma":0.000009059212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000209971,"about_ca_topic_score_gemma":0.000008636482,"domain_scores_codex":[0.9984315,0.00002035818,0.000711086,0.0003952846,0.0002189019,0.0002228944],"domain_scores_gemma":[0.9992228,0.0000998324,0.000277678,0.000143759,0.0001008931,0.0001550514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001694159,0.005085053,0.9743647,0.0009163812,0.00007153613,2.736085e-7,0.0007220731,0.000004900081,0.000007274652,0.0007671764,0.001191763,0.01517473],"study_design_scores_gemma":[0.01912653,0.01200529,0.941263,0.0005880788,0.000104458,3.413875e-7,0.0005836489,0.002094775,0.00003908587,0.0001603407,0.02387856,0.0001558547],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902819,0.0001169788,0.0002205926,0.002875919,0.000303794,0.005891233,0.00006821993,0.00006113019,0.000180173],"genre_scores_gemma":[0.9785675,0.001035826,0.01577199,0.002560563,0.0001572264,0.0004548888,0.001264173,0.0000264861,0.0001613708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03310165,"threshold_uncertainty_score":0.5955332,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2038393093","doi":"10.1089/pop.2009.0017","title":"Challenges and Opportunities for Using Administrative Data to Explore Changes in Health Status: A Study of the Closure of the Newfoundland Cod Fishery","year":2009,"lang":"en","type":"article","venue":"Population Health Management","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Memorial University of Newfoundland; Newfoundland and Labrador Centre for Applied Health Research","funders":"","keywords":"Fishing; Closure (psychology); Socioeconomic status; Fishery; Survey data collection; Population; Business; Geography; Population health; Socioeconomics; Environmental health; Medicine; Economics","retraction":null,"screen_n_in":null,"score":{"opus":0.7632985773063565,"gpt":0.5698712398870349,"spread":0.1934273374193216,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002331391,0.0001209866,0.000335214,0.0001578771,0.0005512963,0.000006962101,0.0002611547,0.00004722437,0.000004115437],"category_scores_gemma":[0.0001103573,0.0000828574,0.00001662628,0.000197474,0.00002080877,0.0001188312,0.000195176,0.0001489354,1.247439e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003696875,"about_ca_system_score_gemma":0.0005375704,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01146147,"about_ca_topic_score_gemma":0.07594411,"domain_scores_codex":[0.9971402,0.0009599782,0.0008991171,0.0002681424,0.0002532692,0.0004792997],"domain_scores_gemma":[0.9980808,0.0001740513,0.0008235392,0.0006763396,0.00008781598,0.00015746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002897916,0.001400246,0.3566466,0.01180863,0.00007748897,2.702295e-7,0.4197856,0.0002638819,8.397486e-7,0.03320438,0.01224755,0.1642748],"study_design_scores_gemma":[0.0006059989,0.0004695877,0.8142974,0.0005665885,0.000008356467,1.195985e-7,0.165798,0.0002438178,4.63526e-8,0.0005320515,0.01742435,0.0000536918],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7617772,0.0007190619,0.00003222426,0.2298211,0.0004815829,0.006884736,0.00007925856,0.00001287331,0.0001920156],"genre_scores_gemma":[0.9883305,0.001769262,0.0003374541,0.009030621,0.0001230224,0.0001997952,0.00006081289,0.00001141349,0.0001371195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4576508,"threshold_uncertainty_score":0.9951213,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386241927","doi":"10.1089/pop.2023.0070","title":"Causes of Death Among Health Care Professionals in the United States","year":2023,"lang":"en","type":"article","venue":"Population Health Management","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Joseph’s Healthcare Hamilton; Impact; McMaster University; Population Health Research Institute; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Population; Health care; Confidence interval; Demography; Disease; Gerontology; Internal medicine; Environmental health","retraction":null,"screen_n_in":null,"score":{"opus":0.143694313660623,"gpt":0.497032994469029,"spread":0.353338680808406,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003886113,0.0002392452,0.0005366696,0.0009181279,0.001390023,0.000009880248,0.0003456405,0.0001399559,0.0001070329],"category_scores_gemma":[0.00009252215,0.0001664916,0.00007131779,0.001892846,0.0000351448,0.0001265549,0.0002177708,0.0006529838,0.00007376908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005713236,"about_ca_system_score_gemma":0.000416362,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04038953,"about_ca_topic_score_gemma":0.008263936,"domain_scores_codex":[0.9926319,0.003146035,0.001831716,0.0004225587,0.0008904728,0.00107731],"domain_scores_gemma":[0.9974526,0.0005889605,0.0009807023,0.0005517479,0.000203017,0.0002230249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005671223,0.0001520243,0.8752199,0.008768532,0.00002673696,0.000009595269,0.04948131,0.0005218465,7.850934e-8,0.01567736,0.0345234,0.01556251],"study_design_scores_gemma":[0.0006032561,0.00008787586,0.8790804,0.003952111,0.000005537061,1.465465e-7,0.1026712,0.0006715776,2.70809e-7,0.0007798956,0.0120221,0.0001256378],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9053597,0.001875009,0.00009153805,0.0845779,0.000973511,0.006268349,0.0001341205,0.0002572479,0.0004625802],"genre_scores_gemma":[0.9736527,0.001887506,0.0003046666,0.01918954,0.0001371182,0.0009825939,0.002997004,0.00003972363,0.0008091371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06829297,"threshold_uncertainty_score":0.9999101,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2015284553","doi":"10.1089/pop.2008.0040","title":"The Application of Disease Management to Clinical Trial Designs","year":2009,"lang":"en","type":"article","venue":"Population Health Management","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Michael's Hospital; Toronto Rehabilitation Institute; University of Toronto; York University","funders":"","keywords":"Disease management; Medicine; Disease; Clinical trial; MEDLINE; Intensive care medicine; Internal medicine; Political science","retraction":null,"screen_n_in":null,"score":{"opus":0.1147714348372964,"gpt":0.4523497463618184,"spread":0.3375783115245221,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001266459,0.0001483028,0.0002885865,0.0001660423,0.0002140195,0.00002243948,0.0001220107,0.00002717927,0.00001268536],"category_scores_gemma":[0.00002142545,0.0001086111,0.0001384931,0.000336545,0.00001769508,0.00004548364,0.00005456236,0.00006625429,0.00007795564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001811428,"about_ca_system_score_gemma":0.00002150804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004139083,"about_ca_topic_score_gemma":0.00001740643,"domain_scores_codex":[0.997773,0.0001312325,0.0009244353,0.000360518,0.0004908608,0.0003199368],"domain_scores_gemma":[0.9986442,0.00004400779,0.0002223375,0.0006761863,0.00004270091,0.0003706121],"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":[0.01212344,0.0009139068,0.008505939,0.0002409772,0.0001438542,0.000007826565,0.00004304205,0.0001169634,2.82056e-7,0.1071264,0.02016673,0.8506107],"study_design_scores_gemma":[0.01259765,0.001380975,0.6904444,0.00007502685,0.0001916214,2.01013e-7,0.00006308993,0.0004684997,7.73207e-7,0.002009726,0.2926657,0.0001023117],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1350848,0.0008370482,0.2414934,0.5385983,0.002030005,0.0655881,0.00001228826,0.000758372,0.01559774],"genre_scores_gemma":[0.9744588,0.0004823874,0.01592964,0.006060895,0.0002127125,0.0004258174,0.0001009109,0.00001453983,0.002314254],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8505083,"threshold_uncertainty_score":0.4429031,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2810630413","doi":"10.1089/pop.2018.0028","title":"Utilizing Patient-Specific Factors to Predict Costs in Home-Based Medicare Part B Outpatient Physical Therapy","year":2018,"lang":"en","type":"article","venue":"Population Health Management","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Terry Fox Research Institute","funders":"","keywords":"Medicine; Reimbursement; Residence; Medicare Advantage; Population; Gerontology; Regression analysis; Health care; Demography; Environmental health; Statistics","retraction":null,"screen_n_in":null,"score":{"opus":0.3089197093785211,"gpt":0.4229215160123188,"spread":0.1140018066337977,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004617821,0.0002489176,0.0007761712,0.0007056845,0.0002694729,0.00006207323,0.0002301843,0.00008068942,0.0002658074],"category_scores_gemma":[0.0002355976,0.000291211,0.00009308945,0.0004904455,0.00003968848,0.0002371402,0.0000599755,0.0001474898,0.0006707384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002144496,"about_ca_system_score_gemma":0.00005380482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001811547,"about_ca_topic_score_gemma":0.0004541636,"domain_scores_codex":[0.9947438,0.000419278,0.003176104,0.0007559388,0.0002795973,0.000625317],"domain_scores_gemma":[0.9974039,0.0002482056,0.001324068,0.000596293,0.00005908824,0.0003685053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009067346,0.0005741579,0.8843462,0.000392422,0.00004428259,0.000001088431,0.009843878,0.0009291856,1.365192e-7,0.04101695,0.03428618,0.02847483],"study_design_scores_gemma":[0.001234014,0.0005972394,0.7995071,0.000246943,0.00000165411,1.015072e-7,0.002106762,0.006656052,0.000002189702,0.001395898,0.1879164,0.000335648],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.969729,0.0005866569,0.002404161,0.02124005,0.001526744,0.003101532,0.0001548431,0.0001128337,0.001144159],"genre_scores_gemma":[0.9806954,0.0001137836,0.001049527,0.01710744,0.0003719761,0.0003151878,0.0002676055,0.00003960749,0.0000394809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1536302,"threshold_uncertainty_score":0.999954,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3184241651","doi":"10.1089/pop.2021.0111","title":"Domain Knowledge, Digital Interactions, and Analytics: A Multifaceted Approach to Developing a Population Health Program","year":2021,"lang":"en","type":"article","venue":"Population Health Management","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Covenant Health","funders":"","keywords":"Analytics; Digital health; Health informatics; Population; Knowledge management; Population health; Computer science; Valuation (finance); Health care; Data science; Revenue; Risk analysis (engineering); Process management; Business; Medicine; Accounting; Economics","retraction":null,"screen_n_in":null,"score":{"opus":0.07665712453300332,"gpt":0.4484840313366189,"spread":0.3718269068036156,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005101165,0.0002476177,0.000382123,0.0004686446,0.0003901506,0.0002491704,0.0001139979,0.00005277954,0.00003890935],"category_scores_gemma":[0.00002412467,0.0002824192,0.00008843033,0.0009158385,0.00001825595,0.000362573,0.0001788962,0.0001639452,0.0001682354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001174807,"about_ca_system_score_gemma":0.00006231922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008704497,"about_ca_topic_score_gemma":0.0006956685,"domain_scores_codex":[0.9969146,0.0002693147,0.001171488,0.0007373044,0.0002659946,0.0006412516],"domain_scores_gemma":[0.9986538,0.00004317258,0.0003692424,0.0004068553,0.00008987404,0.0004370165],"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":[0.00005026941,0.001681823,0.01222402,0.001206415,0.0001213193,0.000006821325,0.001869797,0.00007325644,7.635573e-8,0.1301487,0.003931542,0.8486859],"study_design_scores_gemma":[0.001225824,0.0003987539,0.7922037,0.0007306503,0.00001837321,0.00007262457,0.004312503,0.001264031,6.756131e-7,0.004051631,0.1953057,0.0004155666],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5992731,0.005056616,0.2184859,0.08400286,0.006117315,0.02197739,0.0003100737,0.002355663,0.06242101],"genre_scores_gemma":[0.9123898,0.00001708605,0.07882724,0.002655933,0.00008155646,0.0005616997,0.001658917,0.00004653224,0.003761193],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8482704,"threshold_uncertainty_score":0.9999628,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}