{"id":"W3207873078","doi":"10.1089/gyn.2021.0123","title":"Cystic “Chocolate” Abdominal Wall Endometriosis","year":2021,"lang":"en","type":"article","venue":"Journal of Gynecologic Surgery","topic":"Endometriosis Research and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre; Health Sciences Centre; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Endometriosis; General surgery; Obstetrics and gynaecology; Gynecology; Pregnancy","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":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001860526,0.0001821169,0.001009729,0.001001113,0.00008283979,0.00004605918,0.0001000089,0.0001286735,0.00268858],"category_scores_gemma":[0.06920633,0.0001250506,0.0008016755,0.001350215,0.00006351661,0.0001355344,0.00005502375,0.0004600906,0.0001103458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004449622,"about_ca_system_score_gemma":0.001256688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005942123,"about_ca_topic_score_gemma":0.000004293961,"domain_scores_codex":[0.9973652,0.000309611,0.0008554991,0.0001983332,0.0007939222,0.0004773977],"domain_scores_gemma":[0.970269,0.02764171,0.0004270549,0.000247721,0.0009188421,0.0004957074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00252902,0.005130988,0.5287009,0.0003138994,0.002732793,0.08834941,0.00008022976,0.00002711547,0.01569295,0.00004092714,0.047808,0.3085938],"study_design_scores_gemma":[0.01252104,0.004398184,0.6938335,0.0006342059,0.001182613,0.02475419,0.0004674718,0.00006154271,0.05600291,0.0007888583,0.2048083,0.0005471734],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861157,0.007448872,0.0001035723,0.00267037,0.0006716191,0.0002252372,0.000003975608,0.00001919164,0.002741468],"genre_scores_gemma":[0.9903998,0.005433558,0.00222107,0.0007337235,0.0002466055,0.00001698225,0.000006502251,0.00001787485,0.0009239089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3080466,"threshold_uncertainty_score":0.9982231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04149163685146944,"score_gpt":0.3109667319957138,"score_spread":0.2694750951442443,"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."}}