{"id":"W2593103914","doi":"10.1136/bmj.j1008","title":"Nearly one in four cardiac arrests in pregnancy is due to anaesthesia, study finds","year":2017,"lang":"en","type":"article","venue":"BMJ","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Pregnancy; Quarter (Canadian coin); Obstetrics; Prospective cohort study; General anaesthesia; Anesthesia; Surgery","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":[0.00290051,0.0002459879,0.0003864823,0.001239147,0.0006959401,0.0008525525,0.0005126936,0.0006356609,0.007469137],"category_scores_gemma":[0.02895602,0.000381587,0.0006736433,0.002485243,0.000295811,0.001010808,0.0008339484,0.0008317786,0.001619072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007307478,"about_ca_system_score_gemma":0.002014375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02806099,"about_ca_topic_score_gemma":0.04760088,"domain_scores_codex":[0.9959962,0.00135193,0.0008625244,0.0004791009,0.001063769,0.0002465363],"domain_scores_gemma":[0.9889901,0.002866629,0.004808767,0.0007247652,0.001860536,0.000749263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004964744,0.00006705391,0.7723485,0.002616213,0.0006962506,0.0001953727,0.001164818,0.00005564428,0.0004977312,0.0009229261,0.1396502,0.08128893],"study_design_scores_gemma":[0.0001325285,0.0001742531,0.9435161,0.002008809,0.0003902992,0.0009660958,0.001446846,0.00007651084,0.0002282539,0.0003555969,0.05067664,0.00002798112],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5622968,0.08644435,0.004043877,0.04314832,0.003733671,0.00118486,0.1863443,0.0003911656,0.1124127],"genre_scores_gemma":[0.8949841,0.03630051,0.001941082,0.01729362,0.00173035,0.001603301,0.03139586,0.0001357639,0.01461553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02806099,"threshold_uncertainty_score":0.05579531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04355059657357337,"score_gpt":0.3338017068826475,"score_spread":0.2902511103090741,"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."}}