{"id":"W4361289069","doi":"10.1001/jamanetworkopen.2023.5321","title":"Definition and Criteria for Diagnosing Cesarean Scar Disorder","year":2023,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":88,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Delphi method; Relevance (law); Uterine bleeding; Gynecology; Obstetrics","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":[0.0003801678,0.0000671177,0.0001459045,0.00003048584,0.0001760794,0.0001173405,0.00007336269,0.00004676803,0.0003661135],"category_scores_gemma":[0.0000666452,0.00005754754,0.00003985905,0.0001314397,0.0000189745,0.0001308944,0.0001352575,0.00006299824,0.00004911209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001211476,"about_ca_system_score_gemma":0.00001321803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002701511,"about_ca_topic_score_gemma":0.00009518008,"domain_scores_codex":[0.9993848,0.00003143886,0.0001705424,0.0001477967,0.00005814598,0.0002072429],"domain_scores_gemma":[0.999563,0.0001663416,0.00004000839,0.000101063,0.00003952949,0.00009006986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002093629,0.0002550364,0.3995032,0.005451408,0.0001308085,0.0001185786,0.0008392668,0.00004314053,0.00007555352,0.0250719,0.3272349,0.2391826],"study_design_scores_gemma":[0.001952615,0.0004536721,0.5876071,0.001464399,0.00002974497,0.00004718179,0.0001055848,0.003277166,0.00002038148,0.01379868,0.3911161,0.0001273519],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831102,0.000466356,0.000288793,0.009897066,0.0005154335,0.000861794,0.0001186862,0.00006695485,0.004674661],"genre_scores_gemma":[0.9914296,0.0003956208,0.002537189,0.001028358,0.0006584311,0.000299489,0.0002678362,0.00002110549,0.003362366],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2390552,"threshold_uncertainty_score":0.4008687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1087345479982632,"score_gpt":0.4082277339123331,"score_spread":0.2994931859140699,"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."}}