{"id":"W4389751202","doi":"10.1016/j.jaclp.2023.11.534","title":"(058) Improving Colorectal Cancer Screening for Individuals with Severe Mental Illness in a Canadian Mental Health Hospital","year":2023,"lang":"en","type":"article","venue":"Journal of the Academy of Consultation-Liaison Psychiatry","topic":"Microscopic Colitis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Colorectal cancer; Medicine; Mental health; Mental illness; Psychiatry; Cancer; Internal medicine","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":[0.0004554596,0.0003600665,0.0002443544,0.0006549637,0.005602548,0.001505049,0.00137532,0.001346518,0.01853967],"category_scores_gemma":[0.002555948,0.0003497306,0.0008178989,0.0009754141,0.0005544678,0.0004538207,0.001164171,0.001897346,0.000662627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03325963,"about_ca_system_score_gemma":0.09945,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9782267,"about_ca_topic_score_gemma":0.99528,"domain_scores_codex":[0.9990094,0.00008164693,0.00004383895,0.00004844465,0.0001599274,0.000656732],"domain_scores_gemma":[0.9959298,0.00008274629,0.000205426,0.00002712307,0.0007299104,0.003025066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003783115,0.001265349,0.6029944,0.0004690778,0.0001718285,0.002372275,0.001960866,0.0006207938,0.001262036,0.001374311,0.2809408,0.10619],"study_design_scores_gemma":[0.0001540235,0.0002575662,0.9609349,0.0003514825,0.0001158311,0.0003616983,0.005586243,0.0004140178,0.0001703017,0.0001715006,0.03143418,0.00004826854],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6917702,0.003787704,0.0004600564,0.176031,0.002584061,0.001280183,0.006868958,0.0002067581,0.1170111],"genre_scores_gemma":[0.9274698,0.002515815,0.001912341,0.03429507,0.0006621658,0.0002186375,0.002086411,0.00003743487,0.03080236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9782267,"threshold_uncertainty_score":0.2413166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01374437623073,"score_gpt":0.3238637263927174,"score_spread":0.3101193501619874,"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."}}