{"id":"W4411844165","doi":"10.5694/mja2.52720","title":"Participation in the National Bowel Cancer Screening Program by people with severe mental illness, Australia, 2006–2019: a national data linkage study","year":2025,"lang":"en","type":"letter","venue":"The Medical Journal of Australia","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Queen's University; Providence Health Care","funders":"","keywords":"Linkage (software); Mental illness; Medicine; Colorectal cancer; Cancer; Psychiatry; Family medicine; Mental health; Internal medicine; Genetics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006968763,0.0002269955,0.0006530838,0.001071081,0.001591506,0.00156047,0.001103247,0.002348101,0.001506623],"category_scores_gemma":[0.0347648,0.00070084,0.0008642508,0.004565919,0.0004717364,0.001282652,0.002125048,0.002384456,0.0005223493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002078443,"about_ca_system_score_gemma":0.00429659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1716065,"about_ca_topic_score_gemma":0.2209286,"domain_scores_codex":[0.9927514,0.004135874,0.001131237,0.0004932663,0.0009568172,0.0005314394],"domain_scores_gemma":[0.9766333,0.007461161,0.006583497,0.001928631,0.005092492,0.00230094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003437665,0.0001698061,0.9735138,0.0001190483,0.0002276919,0.0002746593,0.001363625,0.0000585982,0.00008138473,0.00009945651,0.01649282,0.007255413],"study_design_scores_gemma":[0.0001323068,0.000154095,0.9911515,0.0002114392,0.0002799263,0.0004448064,0.00214474,0.0005190187,0.00007687702,0.0001150556,0.004737596,0.00003246374],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9423886,0.001374556,0.0006553192,0.02638208,0.0004050683,0.0003231215,0.02290064,0.00004221975,0.005528352],"genre_scores_gemma":[0.9656329,0.001420748,0.001402414,0.01732544,0.0003223211,0.001086253,0.007677685,0.0000316112,0.005100729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1716065,"threshold_uncertainty_score":0.3412153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1619880996137438,"score_gpt":0.4595287752831805,"score_spread":0.2975406756694367,"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."}}