{"id":"W7111327520","doi":"10.1371/journal.pone.0322175.s005","title":"Unadjusted relative risk of specialist referrals, stratified by PCP’s sex, Ontario, January 1, 2019, to December 31, 2019.","year":2025,"lang":"","type":"article","venue":"Figshare","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Relative risk; Stratified sampling; Risk assessment; Attributable risk; Risk factor","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004071249,0.0007268615,0.00122598,0.0007951041,0.0005199389,0.0003232276,0.0009062237,0.001109386,0.1134331],"category_scores_gemma":[0.002114677,0.0007566258,0.0003047543,0.001879296,0.00004725398,0.001076922,0.0008453922,0.001238685,0.003892879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005463205,"about_ca_system_score_gemma":0.0009673568,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.204244,"about_ca_topic_score_gemma":0.3195477,"domain_scores_codex":[0.9954773,0.00013235,0.001704756,0.001162553,0.0005263854,0.0009967157],"domain_scores_gemma":[0.9961947,0.000319303,0.001317446,0.001182097,0.0008843226,0.0001021664],"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":[0.0001016121,0.0001568472,0.004077241,0.00138674,0.000339361,0.00002494791,0.0002284396,0.00001070603,0.00005632006,0.001658259,0.9849095,0.007049973],"study_design_scores_gemma":[0.0009277212,0.0000746454,0.05435462,0.005886509,0.0001530745,0.000001501726,0.0004156378,0.00006191708,0.0001941298,0.0008161158,0.9364725,0.000641649],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06868909,0.01012317,0.00004174997,0.007834712,0.003594894,0.008082624,0.410863,0.0006099048,0.4901609],"genre_scores_gemma":[0.5751419,0.0001066258,0.0001554288,0.003359085,0.00163956,0.000577622,0.1616769,0.0001674502,0.2571754],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5064529,"threshold_uncertainty_score":0.9994885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03150731461234053,"score_gpt":0.2726809301421553,"score_spread":0.2411736155298148,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}