{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":20,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":20,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"b3f0b4ce5d98","filters":{"venue":"Health Affairs Scholar"}},"results":[{"id":"W4389981847","doi":"10.1093/haschl/qxad074","title":"Comparison of social determinants of health in Medicaid vs commercial health plans","year":2023,"lang":"en","type":"article","venue":"Health Affairs Scholar","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Arnold Ventures","keywords":"Medicaid; Business; Social determinants of health; Environmental health; Medicine; Health care; Nursing; Economics; Public health; Economic growth","authors":[{"name":"Jason B. Gibbons","is_ca":false},{"name":"Peter Cram","is_ca":true},{"name":"Mark K. Meiselbach","is_ca":false},{"name":"Gerard F. Anderson","is_ca":false},{"name":"Ge Bai","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.301297359935643,"gpt":0.5537688428460353,"spread":0.2524714829103923,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0113588,0.0003015045,0.002200083,0.00089936,0.002929704,0.0000079624,0.0004971509,0.0004355854,0.0002486693],"category_scores_gemma":[0.0006547092,0.0003270076,0.0001495177,0.001731611,0.0002136153,0.0002497739,0.0002533508,0.002492724,0.0002294961],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008297428,"about_ca_system_score_gemma":0.006006422,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01019364,"about_ca_topic_score_gemma":0.03342606,"domain_scores_codex":[0.9880174,0.004193186,0.004488864,0.0005139944,0.0008658304,0.001920749],"domain_scores_gemma":[0.9950874,0.0006847275,0.002838459,0.0004901808,0.0002055588,0.0006936996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000318035,0.0006253903,0.7424983,0.008644946,0.00001811779,0.000002894762,0.1261623,0.0000241866,0.000003232934,0.004814623,0.09904336,0.01784458],"study_design_scores_gemma":[0.002838396,0.001192563,0.878946,0.001763827,0.000006210269,0.000001101663,0.05253831,0.0005098889,0.000005832042,0.0005306461,0.06142352,0.0002437307],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8398871,0.002035214,0.00007162591,0.1473906,0.002778709,0.004248745,0.001977474,0.0003611269,0.001249389],"genre_scores_gemma":[0.9928871,0.000825679,0.0005879286,0.004826714,0.0002327763,0.0001093415,0.0004064046,0.00005164721,0.00007239189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.153,"threshold_uncertainty_score":0.9999182,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4381429098","doi":"10.1093/haschl/qxad010","title":"Ten health policy challenges for the next 10 years","year":2023,"lang":"en","type":"article","venue":"Health Affairs Scholar","topic":"Healthcare Systems and Reforms","field":"Economics, Econometrics and Finance","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"National Human Genome Research Institute; National Institutes of Health","keywords":"Health equity; Health policy; Health care; Global health; Political science; Equity (law); Public health; Health technology; Public relations; Business; Economic growth; Medicine; Economics","authors":[{"name":"Kathryn A. Phillips","is_ca":false},{"name":"Deborah A. Marshall","is_ca":true},{"name":"Loren Adler","is_ca":false},{"name":"José F. Figueroa","is_ca":false},{"name":"Simon F. Haeder","is_ca":false},{"name":"Rita Hamad","is_ca":false},{"name":"Inmaculada Hernandez","is_ca":false},{"name":"Corrina Moucheraud","is_ca":false},{"name":"Sayeh Nikpay","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1431685201810179,"gpt":0.3382551567849214,"spread":0.1950866366039035,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005558768,0.0001838449,0.0005820616,0.0004273197,0.0008279712,0.0001313451,0.0003756354,0.0001547626,0.00006186181],"category_scores_gemma":[0.000391906,0.0001424955,0.0001799587,0.0006775349,0.00004494092,0.0002793703,0.00007529873,0.0004187974,0.002318111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004654498,"about_ca_system_score_gemma":0.0006079966,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008376161,"about_ca_topic_score_gemma":0.0004983215,"domain_scores_codex":[0.9972603,0.00007277287,0.0009814473,0.0005045961,0.00008910819,0.001091817],"domain_scores_gemma":[0.9982604,0.00009169171,0.0005129271,0.0006318649,0.00004613601,0.0004569704],"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":[0.00003596524,0.00008654263,0.001229766,0.001921315,0.00009333473,0.000004013457,0.00910031,0.00004928639,0.000001076741,0.2919826,0.04363988,0.6518559],"study_design_scores_gemma":[0.0004546262,0.0002782679,0.04708441,0.00005694669,4.427682e-7,0.000005315687,0.00362414,0.0002682365,4.399057e-7,0.005625498,0.9424404,0.0001613168],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01079029,0.174069,0.0004211118,0.798995,0.003030322,0.003716229,0.0008030429,0.0005943272,0.007580673],"genre_scores_gemma":[0.9007037,0.08073071,0.0006528454,0.007970738,0.002375134,0.0005681644,0.0000884546,0.0001500414,0.006760166],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8988005,"threshold_uncertainty_score":0.9984587,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4396231942","doi":"10.1093/haschl/qxae053","title":"Paving the path for implementation of clinical genomic sequencing globally: Are we ready?","year":2024,"lang":"en","type":"article","venue":"Health Affairs Scholar","topic":"Genomics and Rare Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University; SickKids Foundation; University of Toronto; Hospital for Sick Children; University of British Columbia; Alberta Children's Hospital; Canadian Centre for Applied Research in Cancer Control; Institute for Clinical Evaluative Sciences; University of Calgary","funders":"National Human Genome Research Institute; EuroQol Research Foundation","keywords":"Context (archaeology); Health care; Resource (disambiguation); Genomic sequencing; Data science; Management science; Knowledge management; Medicine; Computer science; Economic growth; Engineering; Economics; Geography","authors":[{"name":"Deborah A. Marshall","is_ca":true},{"name":"Nicolle Hua","is_ca":true},{"name":"James Buchanan","is_ca":false},{"name":"Kurt D. Christensen","is_ca":false},{"name":"Geert Frederix","is_ca":false},{"name":"Ilias Goranitis","is_ca":false},{"name":"Maarten J. IJzerman","is_ca":false},{"name":"Jeroen P. Jansen","is_ca":false},{"name":"Tara A. Lavelle","is_ca":false},{"name":"Dean A. Regier","is_ca":true},{"name":"Hadley Stevens Smith","is_ca":false},{"name":"Wendy J. Ungar","is_ca":true},{"name":"Deirdre Weymann","is_ca":true},{"name":"Sarah Wordsworth","is_ca":false},{"name":"Kathryn A. Phillips","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05730496727823579,"gpt":0.4094343446142362,"spread":0.3521293773360004,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001285515,0.000105842,0.0001689626,0.00002315931,0.0001821051,0.00006573054,0.0001757492,0.00008048537,0.00001127751],"category_scores_gemma":[0.00007508517,0.00008000573,0.0001597035,0.00005863675,0.00003562521,0.00000624808,0.000073457,0.0001309161,0.000004452056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005204774,"about_ca_system_score_gemma":0.0008781312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007743188,"about_ca_topic_score_gemma":0.0001050961,"domain_scores_codex":[0.9987254,0.0001200642,0.0004886308,0.000313367,0.0001021049,0.0002504784],"domain_scores_gemma":[0.9993208,0.00003670971,0.0001822013,0.0002661527,0.00007763512,0.0001164691],"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":[0.0008045991,0.0003221077,0.06132061,0.006460072,0.001172113,0.00007378028,0.003107149,0.0004380666,0.3773665,0.01410871,0.1110737,0.4237525],"study_design_scores_gemma":[0.001929044,0.001650202,0.04876115,0.0004601737,0.0001594114,0.00006472704,0.02870013,0.000632683,0.01072642,0.001349362,0.9049565,0.0006102084],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9693948,0.02374398,0.001241135,0.003558113,0.0006416411,0.0006955403,0.0005871382,0.00002188121,0.0001157511],"genre_scores_gemma":[0.9945026,0.002946838,0.001265291,0.0005977507,0.0004046334,0.00003734184,0.0001898978,0.00002293127,0.00003272677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7938828,"threshold_uncertainty_score":0.3262539,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404752269","doi":"10.1093/haschl/qxae163","title":"Politicians, power, and the people's health: US elections and state health outcomes, 2012–2024","year":2024,"lang":"en","type":"article","venue":"Health Affairs Scholar","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases; Canadian Institutes of Health Research","keywords":"Ideology; Politics; State (computer science); Voting; Public health; Legislature; Political science; Power (physics); Democracy; Health care; Demography; Medicine; Demographic economics; Sociology; Law; Economics","authors":[{"name":"Nancy Krieger","is_ca":false},{"name":"Soroush Moallef","is_ca":false},{"name":"Jarvis T. Chen","is_ca":false},{"name":"Ruchita Balasubramanian","is_ca":false},{"name":"Tori L. Cowger","is_ca":false},{"name":"Rita Hamad","is_ca":false},{"name":"Alecia J. McGregor","is_ca":false},{"name":"William P. Hanage","is_ca":false},{"name":"Loni Philip Tabb","is_ca":false},{"name":"Mary T. Bassett","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01733897961179729,"gpt":0.3137168324383457,"spread":0.2963778528265484,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.007169873,0.0003660869,0.0009341738,0.0004333101,0.001957784,0.0008720824,0.0002248977,0.0001123873,0.00009526291],"category_scores_gemma":[0.000668688,0.000259442,0.0001180262,0.00093901,0.0002240635,0.00121374,0.0002507486,0.001155137,0.0001984585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003195955,"about_ca_system_score_gemma":0.000940143,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.109274,"about_ca_topic_score_gemma":0.0107316,"domain_scores_codex":[0.9956009,0.0004127109,0.001125905,0.0006501704,0.0003153308,0.001894942],"domain_scores_gemma":[0.9983131,0.0004230739,0.0003838542,0.0004091234,0.0001038758,0.0003669234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003074095,0.00003965739,0.005763165,0.001955005,0.00004797367,0.000003145997,0.000641846,0.00001587763,1.494066e-7,0.2713664,0.7131659,0.006970087],"study_design_scores_gemma":[0.0007357881,0.00008380209,0.04488115,0.0001473591,0.00001045409,0.00003673228,0.001589818,0.001296167,1.310382e-8,0.007330176,0.9436919,0.0001966068],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01522222,0.0509501,0.0002928266,0.9242632,0.002845296,0.001332205,0.00008478536,0.0004011737,0.004608226],"genre_scores_gemma":[0.4947122,0.01162072,0.0002844481,0.4907874,0.001079646,0.0001235669,0.00006460382,0.00009010751,0.001237374],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.47949,"threshold_uncertainty_score":0.9999858,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406781195","doi":"10.1093/haschl/qxaf012","title":"Sustainable solutions to the continuous threat of antimicrobial resistance","year":2025,"lang":"en","type":"article","venue":"Health Affairs Scholar","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University Health Centre; McGill University","funders":"National Institute of Allergy and Infectious Diseases","keywords":"Antimicrobial; Resistance (ecology); Antibiotic resistance; Business; Microbiology; Biology; Antibiotics; Ecology","authors":[{"name":"Brad Spellberg","is_ca":false},{"name":"David N. Gilbert","is_ca":false},{"name":"Michael Baym","is_ca":false},{"name":"Gonzalo Bearman","is_ca":false},{"name":"Tom Boyles","is_ca":false},{"name":"Arturo Casadevall","is_ca":false},{"name":"Graeme N. Forrest","is_ca":false},{"name":"Sarah Freling","is_ca":false},{"name":"Bassam Ghanem","is_ca":false},{"name":"Fergus Hamilton","is_ca":false},{"name":"Brian Luna","is_ca":false},{"name":"Jessica Moore","is_ca":false},{"name":"Daniel M. Musher","is_ca":false},{"name":"Travis B. Nielsen","is_ca":false},{"name":"Priya Nori","is_ca":false},{"name":"Matthew C. Phillips","is_ca":false},{"name":"Liise-anne Pirofski","is_ca":false},{"name":"Andrew F. Shorr","is_ca":false},{"name":"Steven Y. C. Tong","is_ca":false},{"name":"Todd C. Lee","is_ca":true},{"name":"Emily G. McDonald","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00922883266653283,"gpt":0.260917095637216,"spread":0.2516882629706832,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009613479,0.000137769,0.0003385402,0.0001247437,0.001162734,0.00002566875,0.0003635925,0.0001495773,0.00005905981],"category_scores_gemma":[0.0002318114,0.0001006787,0.00008869178,0.0004993657,0.0002068316,0.00008276623,0.0001455989,0.0004438448,0.0001659193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009819273,"about_ca_system_score_gemma":0.0005271434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003242565,"about_ca_topic_score_gemma":0.0005658334,"domain_scores_codex":[0.998315,0.0002798064,0.0003928527,0.0002825165,0.0000401567,0.0006897114],"domain_scores_gemma":[0.9990365,0.00009793919,0.0001345382,0.0005045505,0.0001895557,0.00003692951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000572024,0.000321773,0.002121188,0.0009657359,0.0002037901,0.00001098554,0.001920737,0.00002075647,0.03955439,0.1403821,0.8128387,0.001087757],"study_design_scores_gemma":[0.00105675,0.0001083434,0.005333208,0.0005314791,0.00003779081,0.000007825558,0.009298274,3.648277e-7,0.02306555,0.0004172242,0.9599705,0.0001727037],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.458799,0.1850445,0.01457567,0.2483096,0.005249764,0.005882455,0.0003903701,0.0005207083,0.08122797],"genre_scores_gemma":[0.9344524,0.000379202,0.0003508739,0.001765147,0.00002186381,0.0000101482,0.00001706284,0.000009956189,0.06299332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4756535,"threshold_uncertainty_score":0.8942924,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390786884","doi":"10.1093/haschl/qxad080","title":"Challenges and dynamics of public health reporting and data exchange during COVID-19: insights from US hospitals","year":2024,"lang":"en","type":"article","venue":"Health Affairs Scholar","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Public health; Government (linguistics); Pandemic; Health information exchange; Coronavirus disease 2019 (COVID-19); Health care; Business; Medicine; Public relations; Medical emergency; Political science; Nursing; Health information","authors":[{"name":"John Jiang","is_ca":false},{"name":"Peter Cram","is_ca":true},{"name":"Kangkang Qi","is_ca":false},{"name":"Ge Bai","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2459538945755163,"gpt":0.4907912240108364,"spread":0.2448373294353201,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.01076645,0.0002789187,0.0007971494,0.0004598783,0.002136484,0.0001065853,0.0003508978,0.00030102,0.00007145022],"category_scores_gemma":[0.006388612,0.0002598597,0.00003575733,0.0004194719,0.0001261104,0.0012163,0.0007068523,0.001430825,0.00001654115],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001297996,"about_ca_system_score_gemma":0.007738127,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01690383,"about_ca_topic_score_gemma":0.009974963,"domain_scores_codex":[0.9929281,0.001728337,0.002529715,0.001063192,0.0004399362,0.00131076],"domain_scores_gemma":[0.9933869,0.0009058901,0.001881713,0.001212699,0.0001500614,0.002462782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005955485,0.0003454811,0.08034474,0.1058386,0.0002422288,0.00005863947,0.4104664,0.000002189292,0.00004157179,0.04838533,0.03230003,0.3219153],"study_design_scores_gemma":[0.001009389,0.0002980283,0.3820361,0.002201666,0.0000182302,0.00003970393,0.1360382,0.002108514,9.582202e-7,0.003426571,0.4723843,0.0004382334],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.52925,0.182056,0.0001788354,0.2841402,0.001479189,0.001233796,0.0004372059,0.0002658184,0.0009589405],"genre_scores_gemma":[0.8918871,0.0977375,0.001177714,0.007165331,0.0009017132,0.0001337017,0.0007773942,0.00007160049,0.0001479596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4400843,"threshold_uncertainty_score":0.9999853,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412834663","doi":"10.1093/haschl/qxaf151","title":"A policy roadmap for sustainable mass-testing","year":2025,"lang":"en","type":"article","venue":"Health Affairs Scholar","topic":"SARS-CoV-2 detection and testing","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Baycrest Hospital; Centre for Global Health Research; York University","funders":"","keywords":"Business; Investment (military); Pandemic; Risk analysis (engineering); Benchmark (surveying); Environmental economics; Coronavirus disease 2019 (COVID-19); Economics; Medicine","authors":[{"name":"Sergey N. Krylov","is_ca":true},{"name":"Svetlana M. Krylova","is_ca":true},{"name":"An T. H. Le","is_ca":true},{"name":"Seyed M. Moghadas","is_ca":true},{"name":"Amin Mawani","is_ca":true},{"name":"Nima Tabatabaei","is_ca":true},{"name":"Manos Papagelis","is_ca":true},{"name":"Peter Tsasis","is_ca":true},{"name":"Mary Wiktorowicz","is_ca":true},{"name":"R. Shayna Rosenbaum","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04000832753246551,"gpt":0.3713461857210906,"spread":0.3313378581886251,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001317929,0.0001685315,0.000345242,0.0005245308,0.0007192561,0.0001020363,0.00009459798,0.0001114261,0.000007908146],"category_scores_gemma":[0.0103132,0.000169654,0.00009798873,0.001288512,0.00003233444,0.0002488271,0.0000440172,0.000519541,0.0000291169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005684501,"about_ca_system_score_gemma":0.00231528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005327854,"about_ca_topic_score_gemma":0.00001062759,"domain_scores_codex":[0.998161,0.00007640907,0.0004214825,0.0003572041,0.0001818688,0.0008020092],"domain_scores_gemma":[0.9985745,0.0002922471,0.0001407225,0.0003311682,0.0004737663,0.0001876228],"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":[0.002228375,0.001365871,0.07773965,0.02963638,0.0005121282,0.000538794,0.002854486,0.00007107743,0.2910755,0.2044838,0.05013839,0.3393556],"study_design_scores_gemma":[0.01272695,0.002395455,0.007012629,0.002154346,0.0001455444,0.0003042274,0.01682919,0.006100294,0.1083393,0.02590266,0.8173199,0.0007696049],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5341777,0.006025471,0.04326105,0.07035562,0.001274616,0.009168577,0.00002155105,0.003169233,0.3325462],"genre_scores_gemma":[0.9472923,0.000007567888,0.03090625,0.01659627,0.0004334246,0.0001808434,0.000007369401,0.00004235046,0.004533641],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7671815,"threshold_uncertainty_score":0.9980233,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402548674","doi":"10.1093/haschl/qxae106","title":"Counting everyone: evidence for inclusive measures of disability in federal surveys","year":2024,"lang":"en","type":"article","venue":"Health Affairs Scholar","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Administration for Community Living; Hamilton Health Sciences; National Institute on Disability, Independent Living, and Rehabilitation Research; U.S. Department of Health and Human Services","keywords":"Psychology; Statistics; Actuarial science; Business; Mathematics","authors":[{"name":"Jean P. Hall","is_ca":false},{"name":"Kelsey S. Goddard","is_ca":false},{"name":"Catherine Ipsen","is_ca":false},{"name":"Andrew Myers","is_ca":false},{"name":"Noelle K. Kurth","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1273892323648706,"gpt":0.4456385456846428,"spread":0.3182493133197721,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02391542,0.0001248767,0.0003778476,0.0000764806,0.0009704478,0.0002043671,0.0002526859,0.0001283404,0.00004629707],"category_scores_gemma":[0.0075471,0.0001212522,0.0001128651,0.0005119603,0.0002586816,0.0008410042,0.00006617468,0.0004212969,0.000008549047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001232354,"about_ca_system_score_gemma":0.00273901,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05951837,"about_ca_topic_score_gemma":0.0940735,"domain_scores_codex":[0.9957808,0.001772036,0.0006698643,0.0003669705,0.0006144089,0.0007959637],"domain_scores_gemma":[0.996555,0.00267164,0.000122366,0.0001920768,0.0001727532,0.0002861349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007327359,0.0001246957,0.9070888,0.006255697,0.00001733311,0.000004618699,0.02830413,0.00002816198,0.00001241763,0.01890649,0.004247381,0.03493696],"study_design_scores_gemma":[0.0005545709,0.000164791,0.8473634,0.00317262,0.00000819565,0.000001044997,0.03862845,0.0002569023,0.0000441966,0.004685115,0.1047491,0.0003716199],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7687788,0.07390427,0.003324501,0.1409729,0.004457871,0.004921102,0.00023237,0.000390858,0.00301735],"genre_scores_gemma":[0.996935,0.00112668,0.0005727321,0.0008741855,0.0002650867,0.0000762529,0.000005062099,0.00001554955,0.000129451],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2281562,"threshold_uncertainty_score":0.9467444,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404752249","doi":"10.1093/haschl/qxae154","title":"Older adults in social housing: A systemically vulnerable population that needs to be prioritized","year":2024,"lang":"en","type":"article","venue":"Health Affairs Scholar","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"McMaster University; Impact","funders":"Health Canada; Government of Canada","keywords":"Population; Gerontology; Psychological intervention; Health care; Social support; Health literacy; Environmental health; Population ageing; Medicine; Business; Psychology; Economic growth; Nursing; Economics","authors":[{"name":"Jasmine Dzerounian","is_ca":true},{"name":"Guneet Mahal","is_ca":true},{"name":"Leena AlShenaiber","is_ca":true},{"name":"Ricardo Angeles","is_ca":true},{"name":"Francine Marzanek","is_ca":true},{"name":"Melissa Pirrie","is_ca":true},{"name":"Gina Agarwal","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03686222557770665,"gpt":0.3608857071078065,"spread":0.3240234815300999,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004311236,0.0001693827,0.0004080236,0.0003817558,0.00168828,0.0005106968,0.0002121491,0.0002359195,0.0000893077],"category_scores_gemma":[0.0004810086,0.0001737776,0.00009540228,0.001160379,0.00004053872,0.0005861933,0.00004710502,0.0007774757,0.00006310626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001258022,"about_ca_system_score_gemma":0.001129815,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03110905,"about_ca_topic_score_gemma":0.01469382,"domain_scores_codex":[0.9963512,0.0009495539,0.0005535395,0.0003719416,0.000698269,0.001075468],"domain_scores_gemma":[0.9988782,0.0002361268,0.00008137291,0.0001514727,0.00006833841,0.000584508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003932099,0.0003431741,0.1140285,0.01387768,0.00004069433,0.0001067489,0.5343816,0.00003448601,0.00001416538,0.2320653,0.05254343,0.05217103],"study_design_scores_gemma":[0.00240293,0.000137473,0.1855987,0.007117946,0.00002157639,0.000006335973,0.3353612,0.0003936704,0.0000099812,0.001069083,0.4669013,0.0009798382],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8114883,0.003959458,0.0001175761,0.1764071,0.002145617,0.001891274,0.00002775701,0.0004890655,0.003473851],"genre_scores_gemma":[0.9895028,0.0001654984,0.0005092408,0.008416286,0.0007239892,0.00009536355,0.00001706145,0.00003379999,0.0005358892],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4143579,"threshold_uncertainty_score":0.9996114,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403173884","doi":"10.1093/haschl/qxae128","title":"The impact of Medicaid expansion under the Affordable Care Act on HIV care continuum outcomes across the United States","year":2024,"lang":"en","type":"article","venue":"Health Affairs Scholar","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"National Institute of Dental and Craniofacial Research; National Institute of Diabetes and Digestive and Kidney Diseases; National Institute of Allergy and Infectious Diseases; National Institute of Neurological Disorders and Stroke; National Institute of Nursing Research; Health Resources and Services Administration; National Human Genome Research Institute; National Institute on Deafness and Other Communication Disorders; National Institute on Drug Abuse; National Institute of Mental Health; National Heart, Lung, and Blood Institute; National Institute on Aging; National Cancer Institute; National Institute on Alcohol Abuse and Alcoholism; Canadian Institutes of Health Research; National Institutes of Health; Agency for Healthcare Research and Quality; Government of Alberta","keywords":"Medicaid; Continuum of care; Human immunodeficiency virus (HIV); Patient Protection and Affordable Care Act; Health insurance; Medicine; Family medicine; Health care; Political science; Law","authors":[{"name":"Peter F. Rebeiro","is_ca":false},{"name":"Julia C. Thome","is_ca":false},{"name":"Stephen J. Gange","is_ca":false},{"name":"Keri N. Althoff","is_ca":false},{"name":"Stephen A. Berry","is_ca":false},{"name":"Michael A. Horberg","is_ca":false},{"name":"Richard D. Moore","is_ca":false},{"name":"Michael J. Silverberg","is_ca":false},{"name":"Daniel Sack","is_ca":false},{"name":"Timothy R. Sterling","is_ca":false},{"name":"Pedro H. C. Sant’Anna","is_ca":false},{"name":"Bryan E. Shepherd","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04110860482821978,"gpt":0.3516371391213817,"spread":0.3105285342931619,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002657845,0.0002488121,0.0004186853,0.0001544442,0.001420159,0.0003607653,0.0005987688,0.0001067648,0.00005374395],"category_scores_gemma":[0.0002361305,0.0001240725,0.0002716851,0.0005935256,0.0001661624,0.0001877788,0.0001530863,0.0008257685,0.0001924075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006174543,"about_ca_system_score_gemma":0.0002949847,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0166111,"about_ca_topic_score_gemma":0.002440101,"domain_scores_codex":[0.9976257,0.000215728,0.0008010843,0.000385588,0.0001557378,0.0008161825],"domain_scores_gemma":[0.9978651,0.000647846,0.000316892,0.00087565,0.00009247042,0.0002019995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003481372,0.0002648876,0.04430154,0.003387793,0.001210106,0.00002484933,0.2623252,0.009176813,0.000004965114,0.4737314,0.154857,0.0503673],"study_design_scores_gemma":[0.0006638644,0.0005094876,0.03980673,0.0002376588,0.00001108973,0.000002587084,0.160767,0.0009927567,0.00002890584,0.005078066,0.7916307,0.0002710641],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7588173,0.04657701,0.0002932522,0.1844519,0.001609911,0.0018971,0.00161363,0.0001755463,0.004564394],"genre_scores_gemma":[0.9919425,0.004284477,0.00002180833,0.002884142,0.0001164911,0.00008508776,0.0001253774,0.00004216959,0.0004979092],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6367738,"threshold_uncertainty_score":0.9998798,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4407240288","doi":"10.1093/haschl/qxaf017","title":"Leveraging stringency and lifecycle thinking to advance environmental sustainability in health technology regulation","year":2025,"lang":"en","type":"article","venue":"Health Affairs Scholar","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Public Health Ontario; University of Toronto; University of Waterloo","funders":"Canadian Institutes of Health Research","keywords":"Sustainability; Environmental regulation; Process management; Environmental resource management; Business; Knowledge management; Environmental planning; Computer science; Geography; Biology; Economics; Ecology","authors":[{"name":"Alexander Cimprich","is_ca":true},{"name":"Gillian Parker","is_ca":true},{"name":"Fiona A. Miller","is_ca":true},{"name":"Steven B. Young","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01504240723524702,"gpt":0.3152697716706053,"spread":0.3002273644353583,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001913008,0.0001676995,0.0002831653,0.0002753026,0.0006594905,0.00004202596,0.0001734591,0.00009726215,0.000121289],"category_scores_gemma":[0.0002564043,0.0001865567,0.00001921885,0.0007213035,0.00008236538,0.0003823264,0.0003505072,0.0004832821,0.00003440486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003059244,"about_ca_system_score_gemma":0.0001435135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007032912,"about_ca_topic_score_gemma":0.0005496395,"domain_scores_codex":[0.9976692,0.0001688302,0.0005304675,0.0005586604,0.0002427239,0.0008300994],"domain_scores_gemma":[0.9990781,0.00005099019,0.0001487204,0.0003525717,0.000005788677,0.000363838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005706651,0.0001627091,0.8012393,0.0005474628,0.00000213147,0.000005123652,0.005958851,0.0009430613,0.0003770237,0.0007167115,0.0009388556,0.1890517],"study_design_scores_gemma":[0.0006546571,0.000247967,0.9481404,0.0003225615,0.000001586524,0.000005886108,0.009211569,0.0003362595,0.0001279056,0.01637538,0.02437406,0.0002017826],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8999739,0.002301141,0.0008037576,0.09494628,0.0001192102,0.001291793,0.000007525942,0.00009270382,0.0004637217],"genre_scores_gemma":[0.992087,0.0006841861,0.002998515,0.004053133,0.00001794464,0.00005002952,0.000007711865,0.00001335765,0.00008814267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1888499,"threshold_uncertainty_score":0.7999817,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408142253","doi":"10.1093/haschl/qxaf021","title":"Trends in antipsychotic prescribing among community-dwelling older adults with dementia, 2010-2018","year":2025,"lang":"en","type":"article","venue":"Health Affairs Scholar","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"National Center for Research Resources; National Institute on Aging; Grail; AbbVie Canada; Centers for Medicare and Medicaid Services; Miami Clinical and Translational Science Institute, University of Miami; Johnson and Johnson; Exact Sciences Corporation; Arnold Ventures; Patient-Centered Outcomes Research Institute; Commonwealth Fund; National Center for Advancing Translational Sciences; Pharmaceutical Research and Manufacturers of America Foundation; NHS Innovation Accelerator; Korea Institute for Health and Social Affairs; Merck; National Institutes of Health; Medtronic; Agency for Healthcare Research and Quality; National Pharmaceutical Council; U.S. Department of Defense","keywords":"Dementia; Antipsychotic; Gerontology; Medicine; Psychology; Psychiatry; Schizophrenia (object-oriented programming); Disease; Internal medicine","authors":[{"name":"Annie Yang","is_ca":false},{"name":"Mei Leng","is_ca":false},{"name":"Julia Cave Arbanas","is_ca":false},{"name":"Chi‐Hong Tseng","is_ca":false},{"name":"A. Mark Fendrick","is_ca":false},{"name":"Catherine A. Sarkisian","is_ca":false},{"name":"Cheryl L. Damberg","is_ca":false},{"name":"Nina T. Harawa","is_ca":false},{"name":"John N. Mafi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1702922193948211,"gpt":0.389136896527442,"spread":0.2188446771326209,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.02475019,0.0003221156,0.001180093,0.00157175,0.0009797825,0.0002285857,0.0005341895,0.0002186015,0.0002974384],"category_scores_gemma":[0.0007876537,0.0004029807,0.0001127434,0.00103305,0.00011007,0.001116633,0.00008872426,0.001466826,0.0003532406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008247946,"about_ca_system_score_gemma":0.0002779581,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008466025,"about_ca_topic_score_gemma":0.005850323,"domain_scores_codex":[0.9927747,0.001387221,0.004015597,0.0007312262,0.0001430168,0.0009482753],"domain_scores_gemma":[0.9962279,0.0005683725,0.001706944,0.0010929,0.00006940327,0.0003344699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001404777,0.0006406441,0.9335957,0.002460913,0.0001663386,0.000003808472,0.01421616,0.0006588312,7.844079e-7,0.01038038,0.03491652,0.002819483],"study_design_scores_gemma":[0.004845424,0.0002298714,0.9474471,0.003431427,0.00001551882,0.000004459434,0.01789571,0.005312649,0.000005806897,0.001694852,0.01846694,0.0006502849],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9357218,0.01340906,0.005718871,0.02985931,0.001452128,0.001567452,0.000116492,0.0001734946,0.01198141],"genre_scores_gemma":[0.9873769,0.0002714565,0.003970537,0.007178843,0.0001028515,0.0001472339,0.00009119229,0.00005200722,0.0008090126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05165508,"threshold_uncertainty_score":0.9998422,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389607767","doi":"10.1093/haschl/qxad085","title":"What is a star worth to Medicare beneficiaries? A discrete choice experiment of hospital quality ratings","year":2023,"lang":"en","type":"article","venue":"Health Affairs Scholar","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre for Advancing Health Outcomes; University of British Columbia; Providence Health Care Research Institute; Providence Health Care","funders":"Canadian Institutes of Health Research; Agency for Healthcare Research and Quality; U.S. Department of Health and Human Services","keywords":"Excellence; Quality (philosophy); Value (mathematics); Actuarial science; Sample (material); Discrete choice; Medicine; Family medicine; Psychology; Business; Statistics; Economics; Econometrics","authors":[{"name":"Logan Trenaman","is_ca":false},{"name":"Mark Harrison","is_ca":true},{"name":"Jeffrey S. Hoch","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06123967830476506,"gpt":0.3526447246406599,"spread":0.2914050463358949,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003247186,0.000229854,0.000707286,0.0003877441,0.0003437511,0.0001839183,0.0003643593,0.0001169966,0.0002107086],"category_scores_gemma":[0.0006841702,0.0002661646,0.0001439768,0.0009216896,0.00004052154,0.0006690231,0.0002650417,0.0003676001,0.000555158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000321467,"about_ca_system_score_gemma":0.0001656817,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01144737,"about_ca_topic_score_gemma":0.0009480693,"domain_scores_codex":[0.9967412,0.0001012433,0.001421637,0.0006895514,0.0002067895,0.0008395286],"domain_scores_gemma":[0.9978402,0.0001126218,0.0006358922,0.000706877,0.000076676,0.0006277295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001786498,0.0008005055,0.04278262,0.004616095,0.0003917802,0.00002455917,0.2191287,0.000171129,0.00004116792,0.6368786,0.05669395,0.03829237],"study_design_scores_gemma":[0.00115542,0.001174628,0.04823009,0.0004632053,0.00000583967,4.047441e-7,0.04202691,0.0003017394,0.0002237297,0.005306565,0.900399,0.0007125291],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7324843,0.007709624,0.0004404444,0.2533643,0.002064648,0.001769982,0.0007040883,0.000224561,0.001238079],"genre_scores_gemma":[0.9886499,0.002237516,0.001078999,0.00721481,0.000187604,0.0002180648,0.0000652424,0.00004152892,0.0003063043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.843705,"threshold_uncertainty_score":0.9999791,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406686916","doi":"10.1093/haschl/qxaf002","title":"Economic and equity evaluation of age restrictions on over-the-counter diet pills and muscle-building supplements","year":2025,"lang":"en","type":"article","venue":"Health Affairs Scholar","topic":"Obesity, Physical Activity, Diet","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":"University of Toronto","funders":"","keywords":"Pill; Equity (law); Health equity; Environmental health; Medicine; Per capita; Public health; Public economics; Business; Demography; Gerontology; Health care; Economics; Economic growth; Political science; Population","authors":[{"name":"Cynthia A. Tschampl","is_ca":false},{"name":"Masami Tabata‐Kelly","is_ca":false},{"name":"Mary R. Lee","is_ca":false},{"name":"Elena Soranno","is_ca":false},{"name":"Upanita Barman","is_ca":false},{"name":"Amanda Raffoul","is_ca":true},{"name":"S. Bryn Austin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04239614091115997,"gpt":0.3895450114965568,"spread":0.3471488705853968,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001820754,0.0001284313,0.0002905454,0.0001423191,0.0002954587,0.00005020984,0.00007031867,0.00005836726,0.00004403032],"category_scores_gemma":[0.0002330962,0.000108839,0.00004445429,0.0001373666,0.00008379651,0.0002052684,0.0001711498,0.0003882784,0.000005375894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004566216,"about_ca_system_score_gemma":0.0002583405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004164148,"about_ca_topic_score_gemma":0.0002339939,"domain_scores_codex":[0.9985588,0.0002328518,0.0002988521,0.0003107646,0.0003425115,0.000256227],"domain_scores_gemma":[0.9991354,0.0001935964,0.0001388994,0.0003202473,0.00006920021,0.0001426734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009866779,0.008877167,0.8115175,0.003011504,0.0005952423,0.00001275823,0.001910763,0.0001828313,0.009609275,0.05600506,0.0270027,0.08028857],"study_design_scores_gemma":[0.002010303,0.0006767366,0.9876978,0.0002428284,0.000123026,0.000001527038,0.0002344457,0.0006117699,0.0003889056,0.003811274,0.0041283,0.00007311771],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933647,0.0003543751,0.00001427211,0.00325479,0.000199547,0.0008868555,0.00005959544,0.00002290789,0.001842958],"genre_scores_gemma":[0.9988261,0.00025527,0.0001615227,0.0005739307,0.00008255374,0.00003682769,0.00001920325,0.00001113902,0.00003343528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1761803,"threshold_uncertainty_score":0.4438325,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413908367","doi":"10.1093/haschl/qxaf175","title":"Supporting older-adult behavioral health: building the first state Center of Excellence for Behavioral Health and Aging","year":2025,"lang":"en","type":"review","venue":"Health Affairs Scholar","topic":"Geriatric Care and Nursing Homes","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":"Institute of Aging","funders":"Oregon Health Authority; National Institute on Aging; Substance Abuse and Mental Health Services Administration","keywords":"Excellence; Center of excellence; Center (category theory); Gerontology; State (computer science); Psychology; Medicine; Computer science; Political science","authors":[{"name":"Walter D Dawson","is_ca":false},{"name":"Allyson Stodola","is_ca":false},{"name":"Paula Carder","is_ca":false},{"name":"Karen Cellarius","is_ca":false},{"name":"Lindsey Smith","is_ca":false},{"name":"Leah Brandis","is_ca":false},{"name":"Mary Oschwald","is_ca":false},{"name":"Annette M Totten","is_ca":false},{"name":"Dana M Womack","is_ca":false},{"name":"Vimal M. Aga","is_ca":false},{"name":"Jean Morman Unsworth","is_ca":false},{"name":"Laura K. Byerly","is_ca":false},{"name":"Joanne Spetz","is_ca":false},{"name":"Maureen Nash","is_ca":false},{"name":"Keren Brown Wilson","is_ca":false},{"name":"Tim Hogue","is_ca":false},{"name":"Brenda Sulick","is_ca":true},{"name":"Robyn Stone","is_ca":false},{"name":"Frederic C. Blow","is_ca":false},{"name":"Jordan Lewis","is_ca":false},{"name":"Keith Chan","is_ca":false},{"name":"Erin E. Emery‐Tiburcio","is_ca":false},{"name":"Helen Lavretsky","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0839127264785273,"gpt":0.4928417170369769,"spread":0.4089289905584497,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.006466225,0.0008845532,0.003903147,0.0006485574,0.005210757,0.0001044461,0.0007422193,0.0004886859,0.0000334378],"category_scores_gemma":[0.000231601,0.0007015965,0.0006768959,0.0008962444,0.0001668793,0.0002848471,0.0004483089,0.003346304,0.00001030366],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001550127,"about_ca_system_score_gemma":0.01062178,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006770517,"about_ca_topic_score_gemma":0.001829488,"domain_scores_codex":[0.9888812,0.002062652,0.004351824,0.001250184,0.0006468809,0.002807219],"domain_scores_gemma":[0.9912363,0.001275425,0.004943713,0.001087215,0.0004669499,0.0009903505],"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":[0.00003378897,0.0002385495,0.0006021747,0.1843433,0.0000336197,0.00000335299,0.02012121,2.387887e-7,6.942647e-8,0.00008103951,0.03179289,0.7627498],"study_design_scores_gemma":[0.001157836,0.0008141279,0.00005633052,0.08792299,0.0001728828,0.00001776837,0.02277242,0.000002946902,3.02086e-7,0.00004740641,0.8865665,0.0004684518],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003968541,0.9731761,0.0003855467,0.0115398,0.003144778,0.00981435,0.001327921,0.000179918,0.00003479413],"genre_scores_gemma":[0.000777518,0.9919202,0.002543665,0.001951569,0.0004076357,0.00109285,0.0005660614,0.0001634919,0.0005769891],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8547736,"threshold_uncertainty_score":0.9998435,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412650978","doi":"10.1093/haschl/qxaf076","title":"Building on health care access for children in Spanish-language settings","year":2025,"lang":"en","type":"letter","venue":"Health Affairs Scholar","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Business","authors":[{"name":"Rishika Selvakumar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03143757313507047,"gpt":0.432034900582136,"spread":0.4005973274470655,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.00407064,0.001095368,0.002317626,0.001402175,0.003707293,0.0001823313,0.001530928,0.001993097,0.0001154511],"category_scores_gemma":[0.0009723182,0.001100312,0.0004134658,0.0009761218,0.00006358297,0.0003932187,0.000516349,0.01932883,0.0001168113],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005152157,"about_ca_system_score_gemma":0.01101457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00381044,"about_ca_topic_score_gemma":0.00140323,"domain_scores_codex":[0.9870873,0.00292179,0.002784191,0.002101056,0.0009738171,0.004131828],"domain_scores_gemma":[0.9940563,0.001340948,0.002028203,0.001552896,0.000269038,0.0007525958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001187701,0.0000874038,0.002291535,0.02068754,0.00003146234,0.00002580881,0.00783409,0.000004842616,8.603673e-7,0.0002953577,0.9558013,0.01282103],"study_design_scores_gemma":[0.003807747,0.0004549421,0.007821721,0.02246938,0.00002403111,0.000004618502,0.006778766,0.000006798627,0.00000560541,0.0001907637,0.957593,0.0008426111],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002655902,0.009047404,0.0001828273,0.9656399,0.003445821,0.01428764,0.002955719,0.0005406336,0.00124415],"genre_scores_gemma":[0.005425673,0.001147023,0.002672687,0.974099,0.0100203,0.0003596312,0.004931858,0.0002897622,0.001054114],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01733573,"threshold_uncertainty_score":0.9993025,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4414367979","doi":"10.1093/haschl/qxaf183","title":"Flexibility over rigor: stakeholder acceptance of the limitations of confirmatory studies following accelerated approval","year":2025,"lang":"en","type":"article","venue":"Health Affairs Scholar","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":"Dalhousie University","funders":"Arnold Ventures","keywords":"Flexibility (engineering); Stakeholder; Payment; Raising (metalworking); Rigour; Behaviour change","authors":[{"name":"Holly Fernandez Lynch","is_ca":false},{"name":"Sejin Lee","is_ca":false},{"name":"Matthew Herder","is_ca":true},{"name":"Joseph S. Ross","is_ca":false},{"name":"Reshma Ramachandran","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.648340555394719,"gpt":0.4804681012828003,"spread":0.1678724541119188,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01845527,0.000215621,0.00135435,0.0002974,0.0005241664,0.00004786129,0.0004921824,0.0001467774,0.00006083338],"category_scores_gemma":[0.009734998,0.0002218088,0.0002793629,0.0007256101,0.0002080017,0.0006401452,0.0001270876,0.0004565791,0.00004897377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007610653,"about_ca_system_score_gemma":0.001062532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00035761,"about_ca_topic_score_gemma":0.0002966186,"domain_scores_codex":[0.9931582,0.0008597164,0.00479692,0.0005589275,0.0001801635,0.0004461154],"domain_scores_gemma":[0.9941751,0.001496899,0.00295665,0.001006061,0.0002374498,0.0001278929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001326948,0.00104814,0.3950826,0.008205521,0.001552237,0.000001041539,0.02723727,0.001319966,0.0001804425,0.4740051,0.08836132,0.002873604],"study_design_scores_gemma":[0.005713329,0.0002643923,0.6963649,0.001799554,0.00008038955,0.000002286413,0.06458265,0.002461031,0.0007974779,0.04284079,0.1841087,0.0009844952],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9325275,0.02629659,0.0009072614,0.02857924,0.002217822,0.002119832,0.0004194279,0.00007266024,0.006859698],"genre_scores_gemma":[0.9915524,0.0005380163,0.00204482,0.005303152,0.00005160617,0.0001097862,0.00001239022,0.00002101576,0.00036684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4311644,"threshold_uncertainty_score":0.9986064,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411748582","doi":"10.1093/haschl/qxaf128","title":"Interventions that strengthen the care workforce: a realist synthesis review","year":2025,"lang":"en","type":"review","venue":"Health Affairs Scholar","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba; Manitoba Health","funders":"World Health Organization","keywords":"Psychological intervention; Workforce; Nursing; Business; Psychology; Knowledge management; Medicine; Political science; Computer science","authors":[{"name":"Christine Kelly","is_ca":true},{"name":"Lisette Dansereau","is_ca":true},{"name":"Ellie M. Jack","is_ca":true},{"name":"Salina Pirzada","is_ca":true},{"name":"Yuns Oh","is_ca":true},{"name":"Pranav Bhushan","is_ca":true},{"name":"Lorine Pelly","is_ca":true},{"name":"Janice Linton","is_ca":true},{"name":"Carey McCarthy","is_ca":false},{"name":"Giorgio Cometto","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1812167057113203,"gpt":0.4939670167188288,"spread":0.3127503110075084,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004229981,0.0007958307,0.003699872,0.0004221443,0.003780605,0.00009078217,0.001303537,0.0007578258,0.00085091],"category_scores_gemma":[0.00253689,0.0005151935,0.002245474,0.001531869,0.0001007522,0.0001561179,0.0004258099,0.004721243,0.0006354188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001607113,"about_ca_system_score_gemma":0.005413375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005466923,"about_ca_topic_score_gemma":0.0004427855,"domain_scores_codex":[0.9874973,0.007204132,0.002463344,0.0009045991,0.0006146316,0.001315989],"domain_scores_gemma":[0.9914324,0.003593317,0.00202265,0.00218482,0.0003262576,0.0004405525],"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":[0.000002827738,0.00001845839,0.000001917708,0.3464138,0.00003864717,0.000002365819,0.0006109763,1.298102e-8,1.280711e-10,0.0002064747,0.1576253,0.4950792],"study_design_scores_gemma":[0.00009339693,0.00002334231,0.000004588093,0.4307072,0.001077449,0.000004417021,0.006586758,2.384936e-8,4.881922e-9,0.00001319594,0.5612811,0.0002085285],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[1.034851e-7,0.9648551,0.00002050504,0.006496139,0.003106205,0.007386125,0.0009043303,0.0002891452,0.01694232],"genre_scores_gemma":[0.000004768797,0.9861152,0.0002092408,0.001286294,0.0006021381,0.004284032,0.0007927071,0.0001166488,0.006588981],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4948707,"threshold_uncertainty_score":0.99973,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411795477","doi":"10.1093/haschl/qxaf099","title":"Strategic pathways to International Classification of Diseases, 11th Revision, adoption in France and the United States","year":2025,"lang":"en","type":"letter","venue":"Health Affairs Scholar","topic":"Medical Coding and Health Information","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"World Health Organization","keywords":"Political science; Business; Regional science; Geography","authors":[{"name":"Bastien Boussat","is_ca":true},{"name":"Robert Jakob","is_ca":false},{"name":"Laurent Boyer","is_ca":false},{"name":"Patrick S. Romano","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1425816567171033,"gpt":0.4116763506687832,"spread":0.26909469395168,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004554624,0.0002506581,0.0006370286,0.0007637992,0.0007251538,0.00004004517,0.000384903,0.0006354684,0.00009874252],"category_scores_gemma":[0.00138644,0.000184013,0.00005965318,0.0007828572,0.0001086452,0.0001933947,0.0001145299,0.004792553,0.00005735538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004878612,"about_ca_system_score_gemma":0.00170596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008709143,"about_ca_topic_score_gemma":0.00003642144,"domain_scores_codex":[0.9943599,0.002107763,0.001897716,0.000385468,0.0006595172,0.0005897126],"domain_scores_gemma":[0.9963566,0.001264948,0.001124516,0.000485273,0.0005090107,0.0002596546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002420638,0.00004167044,0.003601396,0.01074248,0.00001995562,0.000003408594,0.005732074,0.0000554964,7.543434e-7,0.009710955,0.9643931,0.005456621],"study_design_scores_gemma":[0.001858956,0.00008557243,0.01115893,0.005406666,0.0000162569,6.463969e-7,0.005297345,0.00393831,1.098008e-7,0.001715779,0.9703646,0.0001568182],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005830279,0.001620103,0.0009681524,0.9851926,0.001344424,0.002883728,0.0004982158,0.00008350451,0.001579005],"genre_scores_gemma":[0.05334039,0.01162484,0.0006673111,0.9250491,0.001337939,0.0005296284,0.006692529,0.00003638665,0.0007218643],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06014348,"threshold_uncertainty_score":0.9975035,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4407889868","doi":"10.1093/haschl/qxaf037","title":"RETRACTED AND REPLACED: Strategic pathways to International Classification of Diseases, 11th Revision adoption in France and the United States","year":2025,"lang":"en","type":"article","venue":"Health Affairs Scholar","topic":"Medical Coding and Health Information","field":"Health Professions","cited_by":0,"is_retracted":true,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"World Health Organization","keywords":"Business; Political science; Regional science; Geography","authors":[{"name":"Bastien Boussat","is_ca":true},{"name":"Robert Jakob","is_ca":false},{"name":"Laurent Boyer","is_ca":false},{"name":"Patrick S. Romano","is_ca":false}],"retraction":{"nature":"Retraction","openalex_flagged":true},"screen_n_in":null,"score":{"opus":0.1096400880804481,"gpt":0.4157688770126861,"spread":0.3061287889322379,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004354954,0.0001030578,0.0002677433,0.000373838,0.0005619463,0.00002474947,0.0001144646,0.0001659021,0.00002552077],"category_scores_gemma":[0.001471069,0.00007591952,0.00001659425,0.0006298719,0.00007488129,0.0002093189,0.00006037894,0.001065059,0.000008473945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001880793,"about_ca_system_score_gemma":0.0004910143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004675609,"about_ca_topic_score_gemma":0.00004969112,"domain_scores_codex":[0.9973376,0.0009125216,0.0009866564,0.0002182236,0.0002676955,0.0002772883],"domain_scores_gemma":[0.9982308,0.0006439735,0.0004218556,0.000232522,0.0002468071,0.0002240345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004712594,0.0003784056,0.4296713,0.01780354,0.00005614482,0.000002918368,0.04591972,0.0002954438,0.0002291923,0.3862834,0.02428049,0.09036689],"study_design_scores_gemma":[0.005474183,0.0002060657,0.8444191,0.004860241,0.00001560647,0.000001107955,0.02779889,0.0351099,0.000003346825,0.004752831,0.07719658,0.0001622253],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9376532,0.001684568,0.001394486,0.05534432,0.0005011821,0.001822136,0.00007457403,0.00006790114,0.001457624],"genre_scores_gemma":[0.9890326,0.004911623,0.0005134892,0.005023839,0.00005317703,0.00008341516,0.0002790406,0.000006726476,0.0000960626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4147478,"threshold_uncertainty_score":0.4627209,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}