{"id":"W2319583780","doi":"10.1097/01.aog.0000142709.04450.bd","title":"Oxytocin Requirements at Elective Cesarean Delivery: A Dose-Finding Study","year":2004,"lang":"en","type":"article","venue":"Obstetrics and Gynecology","topic":"Maternal and fetal healthcare","field":"Medicine","cited_by":246,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Medicine; Oxytocin; Bolus (digestion); Anesthesia; Uterine contraction; Logistic regression; Adverse effect; Confidence interval; Obstetrics; Uterus; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001453165,0.000138297,0.0003025914,0.0001918017,0.0001927487,0.00001184103,0.00005859673,0.0001142828,0.00008885522],"category_scores_gemma":[0.0005843366,0.000114532,0.00003920624,0.0003235657,0.00003968273,0.00004519859,0.0001132857,0.0001727363,0.0000506218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005033274,"about_ca_system_score_gemma":0.00007612362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003257607,"about_ca_topic_score_gemma":0.0002764529,"domain_scores_codex":[0.998887,0.00004201205,0.0002371852,0.0003126872,0.0001871242,0.0003339688],"domain_scores_gemma":[0.9990684,0.0004050661,0.00008464242,0.0001496838,0.0001046706,0.0001875722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002616079,0.0009238349,0.955278,0.0001942354,0.0001577905,0.001279308,0.002517749,0.00000336393,0.001125189,0.0007372567,0.0001069222,0.0374147],"study_design_scores_gemma":[0.007328677,0.004726217,0.9803666,0.00004197309,0.0001042803,0.0001063888,0.001242582,0.00002415842,0.0005013046,0.0008121385,0.004546667,0.000199012],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949029,0.0009166875,0.000006421925,0.0003486847,0.0005080495,0.0006546364,0.000007011651,0.00003240321,0.002623184],"genre_scores_gemma":[0.9977088,0.0002285561,0.00009585536,0.0005398543,0.00004367755,0.00002579912,0.00001065859,0.00001516359,0.001331608],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03721569,"threshold_uncertainty_score":0.4670481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04780940134502566,"score_gpt":0.3241290627733614,"score_spread":0.2763196614283357,"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."}}