{"id":"W3107372190","doi":"10.1111/anae.15322","title":"Oxytocin at elective caesarean delivery: a dose‐finding study in women with obesity","year":2020,"lang":"en","type":"article","venue":"Anaesthesia","topic":"Maternal and fetal healthcare","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; University of Toronto; Mount Sinai Hospital","funders":"University of Toronto","keywords":"Uterotonic; Medicine; Oxytocin; Uterine atony; Obstetrics; Pregnancy; Bolus (digestion); Caesarean section; Obstetrics and gynaecology; Uterine contraction; Anesthesia; Gynecology; Hysterectomy; Uterus; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001230383,0.0001482826,0.0003317179,0.00006691655,0.00007535796,0.000009297747,0.00007812633,0.000041747,0.00006483983],"category_scores_gemma":[0.00001129514,0.0001112156,0.00002389364,0.0003322009,0.00002422067,0.00005743672,0.00004063251,0.0002024839,0.00007159028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003601179,"about_ca_system_score_gemma":0.000084986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001890977,"about_ca_topic_score_gemma":0.001126245,"domain_scores_codex":[0.9988873,0.00007133173,0.000175539,0.0003030787,0.0002315055,0.0003312523],"domain_scores_gemma":[0.9994769,0.00001182134,0.0000535244,0.0001418088,0.00004560059,0.0002703367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002585726,0.0002280519,0.9772416,0.0000874275,0.00002782066,0.001432035,0.01224432,0.00000170004,0.0001262672,0.00001338756,0.00005666581,0.005954982],"study_design_scores_gemma":[0.001803847,0.005140007,0.9883693,0.00007540117,0.00002046139,0.00003663099,0.0037631,0.00006729778,0.0001839928,0.00001881634,0.0003915327,0.0001295377],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971157,0.00007392387,0.00000228799,0.001436712,0.000007881623,0.0007188438,0.000002160732,0.00005378302,0.0005887012],"genre_scores_gemma":[0.996941,0.00002128801,0.00004638614,0.002703871,0.0000498105,0.00004550003,0.00000308373,0.00002107915,0.0001679333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01112776,"threshold_uncertainty_score":0.453524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02872065372521148,"score_gpt":0.2749880675900731,"score_spread":0.2462674138648616,"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."}}