{"id":"W4212831269","doi":"10.1093/jcag/gwab049.163","title":"A164 RISKS OF SKIN CANCERS PRE- AND POST-INFLAMMATORY BOWEL DISEASE DIAGNOSIS","year":2022,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Inflammatory bowel disease; Skin cancer; Ulcerative colitis; Basal cell carcinoma; Epidemiology; Internal medicine; Cancer; Disease; Cohort; Population; Dermatology; Surveillance, Epidemiology, and End Results; Cancer registry; Melanoma; Oncology; Basal cell","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004170046,0.0002416342,0.0002579774,0.0009103128,0.0004116252,0.0006113697,0.000414386,0.0003426136,0.003274126],"category_scores_gemma":[0.001570702,0.0002671984,0.0005747722,0.001264759,0.0002037158,0.0002802446,0.0003910782,0.0005052593,0.0002556981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004431323,"about_ca_system_score_gemma":0.0005825171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0231191,"about_ca_topic_score_gemma":0.02384781,"domain_scores_codex":[0.9994313,0.00009103544,0.00004638978,0.0001898331,0.0001185077,0.0001228633],"domain_scores_gemma":[0.9982481,0.0002082226,0.000876182,0.0001508392,0.0002201594,0.0002965266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009076917,0.00001553655,0.998525,0.00001467194,0.00005804503,0.0000546382,0.0000254284,0.00002399462,0.0001048545,0.00002269013,0.00009788324,0.0009665928],"study_design_scores_gemma":[0.000003357726,0.00003765218,0.9993296,0.00000998004,0.00002683215,0.0001846511,0.00004748229,0.00006091384,0.00003735154,0.00001339775,0.0002474548,0.000001299388],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955567,0.001431375,0.0001219128,0.00008585573,0.00001751543,0.00001235214,0.00165127,0.000007799124,0.001115244],"genre_scores_gemma":[0.9980307,0.000374134,0.00009326322,0.0000315894,0.00001874293,0.00001061354,0.0009660296,0.000002056062,0.0004727114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0231191,"threshold_uncertainty_score":0.04596907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005562671935092679,"score_gpt":0.2240091805548032,"score_spread":0.2184465086197105,"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."}}