{"id":"W2551755122","doi":"10.1503/cmaj.160461","title":"Safety of labour and delivery following closures of obstetric services in small community hospitals","year":2016,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; McGill University; University of British Columbia","funders":"Canadian Institutes of Health Research; Michael Smith Health Research BC","keywords":"Medicine; Cesarean delivery; Medical emergency; Pregnancy; Data science; Business; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.001502645,0.00005538061,0.0002300875,0.0002030761,0.00007557137,0.000005830292,0.00009414733,0.0001434914,0.0008726649],"category_scores_gemma":[0.0007537645,0.00003864731,0.0000784089,0.0001493772,0.00002339567,0.00006034013,0.00001806259,0.000354357,0.000003369842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002710072,"about_ca_system_score_gemma":0.0004999846,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04099392,"about_ca_topic_score_gemma":0.1005275,"domain_scores_codex":[0.9987217,0.0002074833,0.0005121196,0.00004689956,0.0003311266,0.0001807231],"domain_scores_gemma":[0.998679,0.0003149128,0.0002254337,0.00006163104,0.0001976129,0.0005214057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002991321,0.0000372131,0.9593405,0.0004654775,0.00005222916,0.00008137331,0.0002918669,8.295094e-8,0.00005219335,0.0001639596,0.0001047586,0.0393805],"study_design_scores_gemma":[0.001617388,0.0001547941,0.9805204,0.001262329,0.000009144115,0.0000610564,0.0003370075,0.000006359957,0.00007618527,0.0002088412,0.01570778,0.0000386935],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995001,0.0002770389,0.000005964313,0.003831246,0.0001990901,0.0002294435,0.00008617415,0.000002505113,0.0003675705],"genre_scores_gemma":[0.9984724,0.0001542044,0.00004621579,0.0006250447,0.0000723467,0.000007601576,0.000001540766,0.000004500911,0.00061615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05953357,"threshold_uncertainty_score":0.9653922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01385030571452213,"score_gpt":0.2709416321823351,"score_spread":0.257091326467813,"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."}}