{"id":"W4310948631","doi":"10.1213/ane.0000000000006309","title":"Oxytocin at Elective Cesarean Delivery: A Dose-Finding Study in Pregnant People With Twin Pregnancy","year":2022,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Maternal and fetal healthcare","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sinai Health System; Lunenfeld-Tanenbaum Research Institute; University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Uterine atony; Oxytocin; Uterotonic; Pregnancy; Obstetrics; Twin Pregnancy; Gestational age; Gynecology; Anesthesia; Hysterectomy; Fetus; Surgery; Internal 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":[0.002311038,0.0003376765,0.0008146701,0.0006892187,0.0005405234,0.0003451175,0.0002376258,0.0005790838,0.0007782633],"category_scores_gemma":[0.006751903,0.0004247157,0.0007339781,0.0005133119,0.0004672915,0.0003718538,0.000494433,0.000444066,0.0001458469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003974597,"about_ca_system_score_gemma":0.0003643126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005234026,"about_ca_topic_score_gemma":0.000522742,"domain_scores_codex":[0.9985809,0.000734838,0.0002146281,0.000190539,0.0002043771,0.00007462231],"domain_scores_gemma":[0.9972032,0.0009661196,0.001079572,0.0002357762,0.0002193747,0.0002959115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.02419551,0.004348285,0.9499449,0.0003886495,0.0005137802,0.0004792016,0.001804719,0.00008736141,0.002170228,0.00006285857,0.0001117391,0.01589277],"study_design_scores_gemma":[0.004276892,0.0645747,0.9250744,0.00007806007,0.0008532149,0.001961564,0.0009088867,0.0004199108,0.0008056646,0.0001512824,0.0008509842,0.00004431347],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993369,0.0003300311,0.00008509763,0.00001345444,0.000006204002,0.000097146,0.00002283835,0.000001121575,0.0001072078],"genre_scores_gemma":[0.999131,0.0002378256,0.0002780278,0.00006388049,0.00001896906,0.0001336799,0.00004747797,8.516427e-7,0.00008820578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002311038,"threshold_uncertainty_score":0.01222205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02113535127206021,"score_gpt":0.2740268564754578,"score_spread":0.2528915052033975,"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."}}