{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006577366,0.0003086513,0.0003958934,0.001708094,0.000917171,0.001024773,0.001274257,0.0004286371,0.00190592],"category_scores_gemma":[0.06492753,0.0002844786,0.000867413,0.00282792,0.001166961,0.0006878813,0.002339829,0.001254342,0.0001025493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005434959,"about_ca_system_score_gemma":0.007459668,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1312529,"about_ca_topic_score_gemma":0.1769835,"domain_scores_codex":[0.990202,0.003286889,0.001096908,0.001044047,0.003230046,0.001140057],"domain_scores_gemma":[0.9015387,0.02032519,0.06274666,0.002742688,0.006153355,0.006493303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003056016,0.0000490435,0.9887862,0.0001898026,0.0001724286,0.0001381095,0.0003512478,0.0002136782,0.00006610338,0.00005821616,0.000475282,0.009194314],"study_design_scores_gemma":[0.00001469819,0.0002300317,0.9979197,0.0002091136,0.00004050698,0.0001505987,0.0006239907,0.0002848369,0.00005448575,0.00008327837,0.0003781659,0.00001059302],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963021,0.0008528847,0.0003143585,0.0005678019,0.00002549046,0.00007857785,0.001029519,0.00001008479,0.0008191907],"genre_scores_gemma":[0.998569,0.0003964057,0.0001822068,0.0001173268,0.00002820487,0.00005118512,0.0005514749,0.000003448019,0.0001007264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8687471,"threshold_uncertainty_score":0.2609779,"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."}}