{"id":"W3127523321","doi":"10.1097/aog.0000000000004288","title":"Prophylactic Administration of Uterotonics to Prevent Postpartum Hemorrhage in Women Undergoing Cesarean Delivery for Arrest of Labor","year":2021,"lang":"en","type":"article","venue":"Obstetrics and Gynecology","topic":"Maternal and fetal healthcare","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sinai Health System; Canadian Anesthesiologists' Society; Lunenfeld-Tanenbaum Research Institute","funders":"","keywords":"Oxytocin; Ergonovine; Medicine; Uterine atony; Anesthesia; Randomized controlled trial; Uterotonic; Misoprostol; Obstetrics; Pregnancy; Internal medicine; Hysterectomy; Surgery","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":[0.001102482,0.0003484404,0.001386246,0.0002989259,0.0002527934,0.0003488009,0.0004433021,0.0007249173,0.001625347],"category_scores_gemma":[0.004234106,0.0002998126,0.0004980127,0.0002139901,0.0005532017,0.0002602696,0.0001841753,0.0008753238,0.0001392213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003044414,"about_ca_system_score_gemma":0.0009805444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000544426,"about_ca_topic_score_gemma":0.0009562092,"domain_scores_codex":[0.9992989,0.0003665771,0.00008542851,0.00008995194,0.0001034727,0.00005555309],"domain_scores_gemma":[0.9984105,0.0007261405,0.0005510835,0.00005959717,0.00006145802,0.0001913142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.7733246,0.01256299,0.01141797,0.004424974,0.001228933,0.0001092324,0.0001771956,0.0003272052,0.008879287,0.0001374454,0.0007652828,0.1866449],"study_design_scores_gemma":[0.5377596,0.4187343,0.03620785,0.0005876754,0.001708502,0.0002423212,0.00009115959,0.0007505118,0.002314616,0.0001588936,0.001420029,0.00002452652],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858034,0.01224687,0.0002963119,0.0003593686,0.0002250092,0.0004989409,0.00006888306,0.00002715176,0.0004741162],"genre_scores_gemma":[0.9926682,0.004856755,0.001146784,0.0002255553,0.0002969563,0.0005796134,0.00006008114,0.000002820293,0.0001633344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001625347,"threshold_uncertainty_score":0.005830526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01606861304605191,"score_gpt":0.2832994160442711,"score_spread":0.2672308029982192,"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."}}