{"id":"W2214845532","doi":"10.1016/j.midw.2015.11.019","title":"Midwifery education in Canada","year":2015,"lang":"en","type":"article","venue":"Midwifery","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; University of British Columbia","funders":"","keywords":"Obstetrics; Curriculum; Credibility; Attrition; Competence (human resources); Medicine; Medical education; Sociology; Psychology; Political science; Pedagogy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001108324,0.00006459254,0.0001246224,0.00006783044,0.00001566743,0.000004941248,0.00004628557,0.00002833894,0.0004292536],"category_scores_gemma":[0.00004175769,0.00005780979,0.00002608689,0.0000993099,0.000009512254,0.00004697307,0.00001812554,0.0001170142,0.00008264957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005843559,"about_ca_system_score_gemma":0.005047928,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9309443,"about_ca_topic_score_gemma":0.8989478,"domain_scores_codex":[0.9993434,0.00002360749,0.0002097247,0.0001085106,0.0001563615,0.0001583749],"domain_scores_gemma":[0.9995392,0.00001266448,0.00002843639,0.0001345237,0.00006062749,0.0002245471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003212538,0.0004351985,0.8455478,0.001181889,0.00001533392,0.0002148802,0.0003044946,0.00001181624,0.00009563241,0.0009430088,0.08192323,0.06900548],"study_design_scores_gemma":[0.0006257002,0.0001025494,0.598834,0.0003183067,0.000005694646,0.0001829039,0.0004280269,0.0001234708,0.0004409616,0.0004105126,0.3984256,0.0001022985],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811718,0.0007328318,0.000008842664,0.001758305,0.0009382538,0.0001299602,0.00001217812,0.0000138665,0.01523399],"genre_scores_gemma":[0.9660668,0.00001176695,0.0001315345,0.001711419,0.0001510074,0.00002224063,0.00002369115,0.000007434075,0.03187408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3165024,"threshold_uncertainty_score":0.8954808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.045858146345173,"score_gpt":0.344056963455628,"score_spread":0.298198817110455,"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."}}