{"id":"W1563787670","doi":"","title":"Does experience or delivery volume of family physicians predict maternal and newborn outcomes?","year":2004,"lang":"en","type":"letter","venue":"PubMed","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Graduation (instrument); Medicine; Logistic regression; Family medicine; Proxy (statistics); Pediatrics; Demography","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":[0.002297109,0.0002297107,0.0003203126,0.001141662,0.0002039358,0.0005761904,0.0007135651,0.001003216,0.001659528],"category_scores_gemma":[0.01793074,0.0002059646,0.0005396341,0.001077453,0.0004983007,0.0008909379,0.0003987565,0.0006127548,0.0002336559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000366699,"about_ca_system_score_gemma":0.0004305733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008039182,"about_ca_topic_score_gemma":0.008782811,"domain_scores_codex":[0.9987657,0.0005580828,0.0001047848,0.0001618506,0.0001822051,0.0002274675],"domain_scores_gemma":[0.9839324,0.006526066,0.006329378,0.0006547215,0.000552334,0.002005078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003486248,0.000009663297,0.998998,0.000003364808,0.00001816718,0.0000227522,0.00003085244,0.00001960431,0.00001908959,0.000008094849,0.00002579926,0.0008096826],"study_design_scores_gemma":[0.000002576207,0.00006354535,0.9993753,0.000007302564,0.00001210082,0.00009861685,0.00008875183,0.0002231216,0.00002448978,0.00002306298,0.00007906408,0.000001988592],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.9975141,0.001013909,0.0001808139,0.0004671423,0.0000231328,0.000005360416,0.0001404495,0.000004522502,0.000650426],"genre_scores_gemma":[0.9994323,0.0001532756,0.0001063489,0.00005825878,0.00005933729,0.000002790694,0.00009016982,0.000001932895,0.00009561198],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.008039182,"threshold_uncertainty_score":0.01598477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0499464456986607,"score_gpt":0.2360653184531559,"score_spread":0.1861188727544952,"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."}}