{"id":"W4289886656","doi":"10.1093/ibd/izac171","title":"Risks of Melanoma and Nonmelanoma Skin Cancers Pre– and Post–Inflammatory Bowel Disease Diagnosis","year":2022,"lang":"en","type":"article","venue":"Inflammatory Bowel Diseases","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"CancerCare Manitoba; University of Manitoba","funders":"","keywords":"Medicine; Thiopurine methyltransferase; Skin cancer; Inflammatory bowel disease; Hazard ratio; Internal medicine; Odds ratio; Basal cell carcinoma; Cancer registry; Ulcerative colitis; Cohort; Epidemiology; Dermatology; Cancer; Confidence interval; Gastroenterology; Disease; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002304824,0.0005368738,0.0006817807,0.0003390492,0.0005425332,0.00004260567,0.0002611174,0.00008457537,0.0005076058],"category_scores_gemma":[0.0002416299,0.0005460185,0.0002523025,0.0001805045,0.000763747,0.0002666498,0.0007617698,0.000342122,0.000008674602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000435327,"about_ca_system_score_gemma":0.000750856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003436512,"about_ca_topic_score_gemma":0.00008729895,"domain_scores_codex":[0.9967691,0.0002076912,0.0007385387,0.000843977,0.0008501518,0.0005905664],"domain_scores_gemma":[0.9974543,0.0003475366,0.000401888,0.000775126,0.0001482627,0.0008728387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002389889,0.0002295246,0.987523,0.001290828,0.000478717,0.00102226,0.001026204,0.0001304046,0.0001444464,0.0002444017,0.002261273,0.003259046],"study_design_scores_gemma":[0.002656314,0.0004512111,0.9879022,0.0002256398,0.0007762858,0.00006360437,0.0009630615,0.0001450332,0.000221581,0.0001705224,0.005887134,0.000537467],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9704044,0.02545162,0.000002805863,0.000590922,0.0003443558,0.001228896,0.001400609,0.0001259654,0.000450427],"genre_scores_gemma":[0.9952618,0.001865156,0.00006595837,0.0005081483,0.0002738017,0.001519686,0.00008138471,0.0001029945,0.0003210995],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02485737,"threshold_uncertainty_score":0.9996991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01402384548360119,"score_gpt":0.2686132931702536,"score_spread":0.2545894476866524,"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."}}