{"id":"W3198385066","doi":"","title":"An audit of 70 maternal deaths.","year":2021,"lang":"en","type":"article","venue":"PubMed","topic":"Maternal and fetal healthcare","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Medicine; Audit; MEDLINE; Obstetrics; Family medicine","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":[0.005234623,0.0003772269,0.0005028673,0.004217999,0.0006580289,0.0008105452,0.0006874854,0.0003706162,0.001724161],"category_scores_gemma":[0.01404713,0.0005260773,0.0004862591,0.00346295,0.0003896529,0.0006073128,0.001414225,0.0003044362,0.0005978725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00237721,"about_ca_system_score_gemma":0.006952376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0276954,"about_ca_topic_score_gemma":0.02309061,"domain_scores_codex":[0.9931439,0.001585916,0.002547847,0.0008110794,0.001555409,0.0003558717],"domain_scores_gemma":[0.9870327,0.002283646,0.004826081,0.001601929,0.003647875,0.0006077884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008644242,0.00008628276,0.9098532,0.002751946,0.0001801018,0.000631067,0.001184939,0.000264026,0.0006294958,0.0003303274,0.01602418,0.06720001],"study_design_scores_gemma":[0.00008492989,0.0002220066,0.9682857,0.001034787,0.0001352662,0.0007262169,0.0005755351,0.0002656697,0.0006802979,0.00009008584,0.02787168,0.00002790197],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.861829,0.0232095,0.00291589,0.001343031,0.0004233982,0.002669082,0.08852023,0.0005398408,0.01854998],"genre_scores_gemma":[0.932874,0.01228739,0.003793965,0.0005852919,0.0001013754,0.001173635,0.04467393,0.00005691698,0.004453528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0276954,"threshold_uncertainty_score":0.05506843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03013708110482352,"score_gpt":0.2772590606140118,"score_spread":0.2471219795091883,"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."}}