{"id":"W2693646420","doi":"10.1136/bmj.j2989","title":"Most deaths of babies and brain injuries in childbirth are avoidable, says college","year":2017,"lang":"en","type":"article","venue":"BMJ","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Childbirth; Medicine; Quarter (Canadian coin); Pediatrics; Family medicine; Medical emergency; Pregnancy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001295345,0.0003136903,0.00033509,0.001092017,0.002430152,0.00220129,0.000679932,0.002117257,0.03366621],"category_scores_gemma":[0.01523305,0.0004173848,0.0005835073,0.001205467,0.001201171,0.002129609,0.002869732,0.003626796,0.006189871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001853135,"about_ca_system_score_gemma":0.004238684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02793432,"about_ca_topic_score_gemma":0.05532512,"domain_scores_codex":[0.9980241,0.0002349826,0.0001569181,0.0001835552,0.0009404838,0.0004600101],"domain_scores_gemma":[0.9880933,0.002082419,0.002203538,0.0007587151,0.002301541,0.00456053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009455273,0.0000625164,0.02177849,0.000584564,0.00004282298,0.000267876,0.001708895,0.00002239861,0.0005774711,0.001675821,0.8351702,0.1380145],"study_design_scores_gemma":[0.00006697961,0.0001993999,0.1682887,0.002257753,0.00005772307,0.001068695,0.006738597,0.00005048326,0.0006521961,0.00207903,0.8184466,0.00009387151],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04423315,0.03854129,0.0005198314,0.7847772,0.01869942,0.0001091425,0.00275107,0.0003396104,0.1100292],"genre_scores_gemma":[0.3885193,0.1043901,0.001894421,0.3870651,0.02530752,0.0002479963,0.003130492,0.0004688789,0.0889762],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03366621,"threshold_uncertainty_score":0.1126248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02760446103074463,"score_gpt":0.3541328379509314,"score_spread":0.3265283769201868,"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."}}