{"id":"W1983599469","doi":"10.1016/j.ijgo.2014.01.014","title":"Obstetric competence among referral healthcare providers in Mali","year":2014,"lang":"en","type":"article","venue":"International Journal of Gynecology & Obstetrics","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"Faculty of Medicine and Health, University of Sydney","keywords":"Medicine; Referral; Competence (human resources); Family medicine; Health care; Nursing; Cross-sectional study","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0008351671,0.0001423315,0.0001846752,0.000645123,0.0005041314,0.0004160235,0.0003238021,0.0003151195,0.002278547],"category_scores_gemma":[0.007297356,0.0001907195,0.00009217716,0.0005493694,0.0003474338,0.000271689,0.000624289,0.0003602221,0.0001622838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001068166,"about_ca_system_score_gemma":0.0008864395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01217208,"about_ca_topic_score_gemma":0.01586964,"domain_scores_codex":[0.9993337,0.0002250309,0.00006463187,0.00007102587,0.0001367618,0.0001687779],"domain_scores_gemma":[0.9973206,0.0005622705,0.001339233,0.00004739506,0.0002972818,0.0004332989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000120812,0.00003226874,0.9967703,0.00002408343,0.000004922213,0.0001268039,0.001103043,0.00001534509,0.0001193894,0.00001170279,0.0001758038,0.001604247],"study_design_scores_gemma":[0.00000319571,0.00006326641,0.9959615,0.00003912885,0.00000269741,0.0003158627,0.003262178,0.00009177335,0.00004071245,0.000008775251,0.0002081898,0.000002589446],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993864,0.0001330941,0.00002397557,0.0001804929,0.000003329864,0.00001107152,0.00005384153,0.000001793574,0.0002060383],"genre_scores_gemma":[0.9996732,0.0000953349,0.00005606374,0.00004996208,0.000003045191,0.000008393165,0.00004329185,4.706839e-7,0.00007006477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01217208,"threshold_uncertainty_score":0.02420247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01868723874740595,"score_gpt":0.3011334876933869,"score_spread":0.282446248945981,"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."}}