{"id":"W4388509542","doi":"10.58931/cibdt.2023.1318","title":"Colorectal neoplasia surveillance in inflammatory bowel disease","year":2023,"lang":"en","type":"article","venue":"Canadian IBD Today","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Colonoscopy; Inflammatory bowel disease; Colorectal cancer; Population; Internal medicine; Disease; Primary sclerosing cholangitis; Family history; Gastroenterology; Cancer; Environmental health","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":[0.00232021,0.0002966277,0.0004679026,0.00185882,0.0005090131,0.001004607,0.0005932946,0.0007248516,0.01118891],"category_scores_gemma":[0.008562422,0.0001167115,0.0004996731,0.002240559,0.0002247268,0.0007955407,0.001188992,0.0009858777,0.002968927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009926817,"about_ca_system_score_gemma":0.001360134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008580438,"about_ca_topic_score_gemma":0.01206206,"domain_scores_codex":[0.9979429,0.000901493,0.0003202664,0.0002035704,0.0004684984,0.0001633008],"domain_scores_gemma":[0.995185,0.0008821091,0.001527356,0.0002095736,0.001576982,0.000619068],"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":[0.0004733717,0.0001432116,0.2134865,0.002474594,0.0001239541,0.0006789039,0.0003904064,0.0003266596,0.0005187897,0.004073548,0.2121183,0.5651917],"study_design_scores_gemma":[0.0002089475,0.0007092458,0.3990476,0.007400477,0.0002643503,0.003159567,0.0006396921,0.001582863,0.0008134398,0.003551089,0.5825667,0.00005610091],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.1298069,0.2596557,0.01334415,0.05607914,0.01024043,0.002607476,0.03282087,0.001287798,0.4941576],"genre_scores_gemma":[0.6397356,0.1637658,0.03570521,0.03324725,0.009559725,0.003015703,0.04652788,0.0002095826,0.06823324],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01118891,"threshold_uncertainty_score":0.0374307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004656364839486529,"score_gpt":0.2067460450018943,"score_spread":0.2020896801624077,"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."}}