{"id":"W2313837634","doi":"10.1097/00000478-200004000-00005","title":"Neoplastic and Pre-Neoplastic Changes in Gastrointestinal Endometriosis","year":2000,"lang":"en","type":"article","venue":"The American Journal of Surgical Pathology","topic":"Endometriosis Research and Treatment","field":"Medicine","cited_by":192,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital","funders":"","keywords":"Medicine; Endometriosis; Rectum; Gastroenterology; Malignancy; Muscularis mucosae; Sigmoid colon; Pathology; Internal medicine","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":[0.0005571996,0.0003306696,0.0001824793,0.001161539,0.0005402373,0.0005594496,0.0003508361,0.0005309008,0.001425938],"category_scores_gemma":[0.00361628,0.0003162071,0.0002444434,0.0006934402,0.0007602463,0.0005094917,0.0005767483,0.000252136,0.0003840013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001855255,"about_ca_system_score_gemma":0.0001682534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002311156,"about_ca_topic_score_gemma":0.0004601795,"domain_scores_codex":[0.9996037,0.0001197835,0.00006921904,0.00004596981,0.00007717746,0.00008415466],"domain_scores_gemma":[0.9986709,0.0004307848,0.0004857536,0.0001336562,0.00009291383,0.0001860482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000361594,0.0000790997,0.7816856,0.0002082978,0.0000413956,0.1846543,0.0007746196,0.0001718335,0.008893173,0.0003209045,0.0002187162,0.02259045],"study_design_scores_gemma":[0.00002221665,0.0003579883,0.2381341,0.00004059901,0.00003204737,0.7556015,0.0004903266,0.0001627143,0.002171866,0.000181197,0.002791366,0.00001408711],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935702,0.00450758,0.0002698376,0.00003352322,0.00001054297,0.00001212788,0.00002761047,0.000008462542,0.001560078],"genre_scores_gemma":[0.9983896,0.001057818,0.0002142829,0.00002338357,0.00003396519,0.000006453957,0.00004615438,0.000001709708,0.000226676],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001425938,"threshold_uncertainty_score":0.004770279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.013339269654116,"score_gpt":0.2899795329120513,"score_spread":0.2766402632579353,"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."}}