{"id":"W3088401488","doi":"10.7759/cureus.10588","title":"Optimizing Perimortem Cesarean Section Outcomes Using Simulation: A Technical Report","year":2020,"lang":"en","type":"article","venue":"Cureus","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University; Memorial University of Newfoundland","funders":"","keywords":"Medicine; Interpersonal communication; Obstetrics and gynaecology; Patient safety; Harm; Medical education; Debriefing; Pregnancy; Psychology","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":[0.002714372,0.0007542048,0.0001620012,0.0005122991,0.0002800155,0.0007579445,0.0005999014,0.0005553296,0.002645077],"category_scores_gemma":[0.006427104,0.0002740138,0.0003624755,0.0001646498,0.0002451604,0.0003941497,0.0008239775,0.0004790796,0.0009746383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003551321,"about_ca_system_score_gemma":0.001163659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000500071,"about_ca_topic_score_gemma":0.0006388896,"domain_scores_codex":[0.9988802,0.0003613378,0.0001100661,0.00006896989,0.000518352,0.00006116038],"domain_scores_gemma":[0.9981819,0.0008093287,0.0001573857,0.0002580227,0.0004411499,0.0001522118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001130798,0.003271101,0.03651401,0.001336473,0.0001991623,0.006345541,0.0009015301,0.04479089,0.1270701,0.005705195,0.03508149,0.7376537],"study_design_scores_gemma":[0.0004030049,0.01498247,0.0446953,0.000620132,0.0003300448,0.04408278,0.0007383397,0.2322914,0.4098348,0.002593086,0.2490826,0.0003461859],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4482829,0.003448238,0.5084401,0.004240829,0.001062053,0.003581526,0.001323923,0.003062414,0.02655803],"genre_scores_gemma":[0.5859047,0.00532111,0.3895184,0.0005903959,0.0005246981,0.001774692,0.002384293,0.0004347179,0.01354713],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002714372,"threshold_uncertainty_score":0.01435512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06170833078761043,"score_gpt":0.3547996432620447,"score_spread":0.2930913124744343,"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."}}