{"id":"W2097137473","doi":"10.1016/j.ijgo.2014.01.012","title":"Obstetric competence among primary healthcare workers in Mali","year":2014,"lang":"en","type":"article","venue":"International Journal of Gynecology & Obstetrics","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; Université de Montréal","funders":"Canadian Institutes of Health Research; Health Canada; Canadian International Development Agency","keywords":"Medicine; Health care; Competence (human resources); Family medicine; Primary health care; Nursing; Environmental health; Population","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009055302,0.0001689811,0.000207001,0.0005364001,0.0004676948,0.0005137927,0.0002875197,0.0003035178,0.001729652],"category_scores_gemma":[0.005493996,0.0002033273,0.000141828,0.0004005189,0.0004270978,0.0002480671,0.0006700848,0.0003240958,0.0001743682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007879275,"about_ca_system_score_gemma":0.0007804106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01522462,"about_ca_topic_score_gemma":0.0174309,"domain_scores_codex":[0.9993489,0.000160954,0.00005874779,0.00007318326,0.000161312,0.0001968505],"domain_scores_gemma":[0.9977385,0.0005385909,0.00093517,0.00007542544,0.0003065113,0.0004058164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001235986,0.0000260005,0.9973134,0.00001843367,0.000006372376,0.00005382965,0.0007633133,0.00001451336,0.00007994935,0.000007531832,0.00009662577,0.001607674],"study_design_scores_gemma":[0.000001450937,0.00006126496,0.9984311,0.00001580791,0.00000205473,0.00005823702,0.001251501,0.00004762764,0.00002475673,0.000007632306,0.00009704332,0.000001508431],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995184,0.00009021261,0.00001935036,0.00009331295,0.000003029048,0.000006487656,0.00006115119,0.000001240777,0.0002068492],"genre_scores_gemma":[0.9997956,0.00004462858,0.00003118812,0.00002301519,0.000002432304,0.000004583615,0.00003758197,2.793459e-7,0.00006076674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01522462,"threshold_uncertainty_score":0.03027201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01335625362835186,"score_gpt":0.2793100784125394,"score_spread":0.2659538247841875,"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."}}