{"id":"W4281693323","doi":"10.1097/01.aoa.0000827868.48886.13","title":"Oxytocin at Elective Cesarean Delivery: A Dose-finding Study in Women With Obesity","year":2022,"lang":"en","type":"article","venue":"Obstetric Anesthesia Digest","topic":"Maternal and fetal healthcare","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Oxytocin; Medicine; Uterine atony; Obesity; Cesarean delivery; Obstetrics; Bolus (digestion); Atony; Anesthesia; Pregnancy; Gynecology; Hysterectomy; Internal medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003062751,0.0002329566,0.0004747873,0.0004195239,0.0003624199,0.00001879895,0.0001762784,0.00004958176,0.0002506713],"category_scores_gemma":[0.00003174083,0.0001899363,0.0000411678,0.001557464,0.00003602373,0.00007826975,0.0001072582,0.0004193235,0.000042937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00204047,"about_ca_system_score_gemma":0.0001710693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001186687,"about_ca_topic_score_gemma":0.000147731,"domain_scores_codex":[0.9978555,0.0001981025,0.0002906357,0.0004639546,0.0006312907,0.0005605548],"domain_scores_gemma":[0.999111,0.0001637183,0.0001286628,0.0002996216,0.00006470347,0.0002323077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002072889,0.001120203,0.9813909,0.00008619802,0.00003570991,0.006209248,0.006567735,0.00001836882,0.00004822154,0.00002388064,0.00003279497,0.002393873],"study_design_scores_gemma":[0.002728646,0.00401663,0.9780461,0.00005083124,0.00002996465,0.001080496,0.01173159,0.00002343462,0.00004832922,0.00001303114,0.002011612,0.0002193432],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965129,0.0004327204,3.271037e-7,0.0002909829,0.00003508149,0.001263595,0.000004273395,0.00007643396,0.001383659],"genre_scores_gemma":[0.9966902,0.00002273343,0.00001624461,0.0004747552,0.0000371104,0.0003140101,0.00001274676,0.00003913011,0.002393074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005163859,"threshold_uncertainty_score":0.7745377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01980737772237838,"score_gpt":0.2567612901084328,"score_spread":0.2369539123860544,"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."}}