{"id":"W4310701159","doi":"10.5114/ait.2022.121044","title":"How can obstetrical anaesthesiologists help in reducing the rate of caesarean delivery?","year":2022,"lang":"en","type":"letter","venue":"Anaesthesiology Intensive Therapy","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Caesarean delivery; Intensive care; Caesarean section; Intensive care medicine; Pregnancy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00880536,0.0007313748,0.001054895,0.002951008,0.001864484,0.00532374,0.001820811,0.004157203,0.0953996],"category_scores_gemma":[0.07144914,0.0006713648,0.001116908,0.001969329,0.001053377,0.005176907,0.002433794,0.005928888,0.06090353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002638166,"about_ca_system_score_gemma":0.008677795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008848007,"about_ca_topic_score_gemma":0.01491691,"domain_scores_codex":[0.9947208,0.001801161,0.000434368,0.0003455423,0.002196453,0.0005016045],"domain_scores_gemma":[0.965057,0.01179948,0.00282664,0.00101686,0.0117059,0.007594094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005044393,0.00007655008,0.0007516399,0.0007106286,0.00001498008,0.00006351626,0.0001924735,0.00003742777,0.00008185297,0.0009202595,0.8043671,0.1927331],"study_design_scores_gemma":[0.00007455969,0.0001420854,0.004641063,0.00424237,0.00006207539,0.0002618778,0.0009133141,0.00007793293,0.0002451601,0.003149547,0.9861386,0.00005141605],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0009350952,0.09246754,0.001054149,0.8082469,0.03345617,0.0001451951,0.0008931012,0.0007011312,0.06210085],"genre_scores_gemma":[0.02714245,0.485622,0.01247931,0.2398558,0.05490913,0.0008589941,0.002066422,0.0009665577,0.1760992],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0953996,"threshold_uncertainty_score":0.3191434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0627587133055555,"score_gpt":0.3081877804165947,"score_spread":0.2454290671110392,"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."}}