{"id":"W2902672347","doi":"10.1177/0004867418814945","title":"Colorectal, cervical and prostate cancer screening in Australians with severe mental illness: Retrospective nation-wide cohort study","year":2018,"lang":"en","type":"article","venue":"Australian & New Zealand Journal of Psychiatry","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"QIMR Berghofer Medical Research Institute","keywords":"Medicine; Rate ratio; Poisson regression; Incidence (geometry); Confidence interval; Population; Prostate cancer; Internal medicine; Cervical cancer; Cancer; Colorectal cancer; Gynecology","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":[0.001099476,0.0002650728,0.0004115563,0.0007402389,0.0009763304,0.0006661469,0.0004989523,0.0004309889,0.000739868],"category_scores_gemma":[0.002905926,0.0006606278,0.0006304375,0.001395893,0.0003271923,0.0006072964,0.001237992,0.0007272633,0.0002132565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006475343,"about_ca_system_score_gemma":0.0006852722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08782543,"about_ca_topic_score_gemma":0.1058343,"domain_scores_codex":[0.999116,0.0002820726,0.0001258923,0.0001760163,0.0001833282,0.0001166763],"domain_scores_gemma":[0.9984747,0.0001058965,0.0006799903,0.0001966269,0.0003151816,0.0002276056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002642203,0.0000269612,0.9990141,0.0000153659,0.00005107961,0.00005647681,0.000289703,0.0000103969,0.00009372954,0.000007707096,0.00008332503,0.0003245627],"study_design_scores_gemma":[0.000002764675,0.00003501872,0.9994799,0.000007769371,0.00001749575,0.0001108963,0.0001938684,0.00003541336,0.000008038749,0.000004562559,0.0001020902,0.000002115106],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986392,0.0001688293,0.00007863848,0.00003536283,0.00000406672,0.00005465638,0.000720454,0.000001756313,0.0002971728],"genre_scores_gemma":[0.9984618,0.0002274788,0.0001986231,0.00005737238,0.000006130801,0.00006823101,0.0007400577,0.000001389766,0.0002388583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08782543,"threshold_uncertainty_score":0.1746284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01641749840652448,"score_gpt":0.3092829171731349,"score_spread":0.2928654187666104,"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."}}