{"id":"W4309868379","doi":"10.1016/j.jmig.2022.09.469","title":"8734 Endometriosis Surgery: Factors Associated with Complete and Incomplete Management","year":2022,"lang":"en","type":"article","venue":"Journal of Minimally Invasive Gynecology","topic":"Endometriosis Research and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Endometriosis; General surgery; Surgery; Gynecology","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":[0.0006620624,0.0001656393,0.0002442049,0.000589536,0.0004338151,0.0006150043,0.0003218803,0.0004986744,0.006542122],"category_scores_gemma":[0.006759243,0.0001997621,0.0006144529,0.0009289573,0.0003791488,0.0003955256,0.000516324,0.0007673999,0.0004402568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002661615,"about_ca_system_score_gemma":0.001096486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002426026,"about_ca_topic_score_gemma":0.003378953,"domain_scores_codex":[0.9993491,0.0001652561,0.0001072158,0.00006527908,0.0001454352,0.0001676934],"domain_scores_gemma":[0.9948418,0.001668219,0.00214498,0.0002154899,0.0002319256,0.0008975666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001629416,0.00003915972,0.9979504,0.000008188877,0.0000352276,0.00007406544,0.0000371426,0.00003778685,0.0001045267,0.0000237904,0.00008517932,0.001441701],"study_design_scores_gemma":[0.000005397996,0.0001045646,0.9987044,0.00001223425,0.000029236,0.0003387316,0.0002673247,0.0001750527,0.00004196231,0.00004444734,0.0002727353,0.000003927283],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983594,0.0004175689,0.00007734641,0.000142652,0.00001322691,0.000007135764,0.0001708365,0.000002442028,0.0008094317],"genre_scores_gemma":[0.9992746,0.0001165864,0.0000741399,0.00003040833,0.00002362719,0.000006255813,0.0001199143,0.000002317308,0.0003522866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006542122,"threshold_uncertainty_score":0.02188557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05704684004715887,"score_gpt":0.2780146235243089,"score_spread":0.22096778347715,"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."}}