{"id":"W2093793719","doi":"10.1159/000073248","title":"Surgery for Inflammatory Bowel Diseases","year":2003,"lang":"en","type":"review","venue":"Digestive Diseases","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Ulcerative colitis; Surgery; Inflammatory bowel disease; Disease; Quality of life (healthcare); Crohn's disease; Complication; Pouch; General surgery; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001519063,0.001009541,0.001374872,0.0002310252,0.0002430043,0.0001016978,0.0004732765,0.0004752743,0.00006184603],"category_scores_gemma":[0.001412914,0.0009434068,0.002466231,0.0001392538,0.0002954075,0.00001446352,0.0001654683,0.0001522226,0.00010471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009574039,"about_ca_system_score_gemma":0.002235318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":9.028462e-7,"about_ca_topic_score_gemma":0.000001396485,"domain_scores_codex":[0.9965226,0.0003874629,0.0008227887,0.001193122,0.0003026416,0.0007713969],"domain_scores_gemma":[0.9970453,0.000345889,0.0005671927,0.001050657,0.0002892972,0.00070164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001144868,0.001692433,0.05200792,0.1019103,0.00389574,0.001280468,0.0000212922,0.00003119969,0.000008591362,0.001549733,0.1935552,0.6429022],"study_design_scores_gemma":[0.0002947198,0.00004221651,0.009281809,0.002357636,0.002311973,0.00001129023,0.0000119759,0.000001531014,0.000002897049,0.00006680035,0.9844571,0.001160015],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004995404,0.9887435,0.00008071482,0.000004434617,0.0006724016,0.002070726,0.007605914,0.0000872973,0.000235463],"genre_scores_gemma":[0.0001212837,0.9838895,0.00002748826,0.0001778296,0.0009330912,0.002608371,0.01090035,0.0002726526,0.001069416],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7909019,"threshold_uncertainty_score":0.9993017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02088249660817836,"score_gpt":0.2907886902541081,"score_spread":0.2699061936459298,"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."}}