{"id":"W4313639391","doi":"10.1016/j.ajog.2022.11.604","title":"Clark algorithm for the evaluation of NTSV cesarean deliveries for the indication of NRFHT","year":2023,"lang":"en","type":"article","venue":"American Journal of Obstetrics and Gynecology","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Population; Algorithm; Episiotomy; Referral; Caesarean section; Quarter (Canadian coin); Obstetrics; Pregnancy; Family medicine; Computer science","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":[0.002469999,0.001315535,0.001127824,0.006963308,0.001456266,0.002911761,0.002435119,0.001572529,0.01258717],"category_scores_gemma":[0.0118611,0.0007281878,0.002527119,0.001928034,0.0005813124,0.001410204,0.001909132,0.002674667,0.003731968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002480752,"about_ca_system_score_gemma":0.007903626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0177355,"about_ca_topic_score_gemma":0.02461898,"domain_scores_codex":[0.9980335,0.0004233014,0.000436719,0.000304856,0.0005665022,0.0002351032],"domain_scores_gemma":[0.9973003,0.000625708,0.0003491449,0.0001595628,0.001279934,0.0002853687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001274187,0.0002667915,0.2996178,0.0008903708,0.0005526912,0.003543139,0.000421124,0.01245736,0.004629829,0.01454521,0.09503545,0.566766],"study_design_scores_gemma":[0.001580197,0.001670234,0.2994571,0.00619006,0.002479394,0.05131197,0.002426159,0.284396,0.02374369,0.04728381,0.2786878,0.000773525],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2113443,0.0187881,0.5851731,0.01810316,0.002882077,0.01262599,0.01628225,0.007565591,0.1272355],"genre_scores_gemma":[0.2595303,0.003126002,0.7135687,0.001679998,0.0004472571,0.003279973,0.008131173,0.0007999314,0.009436553],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0177355,"threshold_uncertainty_score":0.04210824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05593361228609386,"score_gpt":0.3507558937476535,"score_spread":0.2948222814615596,"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."}}