{"id":"W4392744808","doi":"10.32920/25403611","title":"Outcomes of uninsured midwifery clients in Ontario, Canada: A retrospective cohort study","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Retrospective cohort study; Cohort; Medicine; Obstetrics; Nursing; Family medicine; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009083465,0.0004074333,0.0005145369,0.001236123,0.002744308,0.001050919,0.001588416,0.0005573154,0.001755814],"category_scores_gemma":[0.002442173,0.0007698598,0.0006311163,0.00384664,0.0007837554,0.0005956721,0.001139093,0.0007502307,0.0003170569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01714329,"about_ca_system_score_gemma":0.02113698,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9769846,"about_ca_topic_score_gemma":0.9848054,"domain_scores_codex":[0.9986306,0.00008942075,0.0001070479,0.0002729868,0.0004324379,0.0004674262],"domain_scores_gemma":[0.997535,0.0001152077,0.0008150276,0.0001871024,0.0007689772,0.0005786377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003882807,0.00001925084,0.9973089,0.00002370707,0.00003757005,0.00007926329,0.0005598646,0.00002026252,0.00006341221,0.00003324903,0.0009572246,0.0008586129],"study_design_scores_gemma":[0.000007732023,0.00002157707,0.9982237,0.00004813767,0.00002632585,0.00005978136,0.0008777303,0.0000783697,0.00001694207,0.00001421486,0.0006186356,0.000006767171],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881476,0.0007723529,0.0001480592,0.0003930963,0.00001747217,0.0001210569,0.008935043,0.00001067965,0.001454731],"genre_scores_gemma":[0.9943144,0.0008077783,0.0001990576,0.0002257968,0.0000109548,0.0001072215,0.003574322,0.000007691026,0.0007528658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02301538,"threshold_uncertainty_score":0.1243839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04832383586781726,"score_gpt":0.2718443722977331,"score_spread":0.2235205364299158,"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."}}