{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003099105,0.0002226999,0.0004470466,0.0002461906,0.0001291967,0.00006141484,0.00009615892,0.00008076393,0.0003083482],"category_scores_gemma":[0.00002383727,0.0001522462,0.00006605872,0.0003767145,0.0001310794,0.0002106551,0.00002246591,0.0004903023,0.000005194636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001703708,"about_ca_system_score_gemma":0.0006901188,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00225456,"about_ca_topic_score_gemma":0.01950003,"domain_scores_codex":[0.9981865,0.00007371407,0.00043699,0.0002885699,0.0006333206,0.0003809143],"domain_scores_gemma":[0.9989172,0.00002754452,0.0002322126,0.0001350259,0.0002193876,0.0004686493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01165339,0.0006237271,0.9691474,0.00001675879,0.0006584782,0.0002259034,0.001480843,0.000003699276,0.00001646926,0.00001880356,0.01524545,0.0009090407],"study_design_scores_gemma":[0.01439751,0.007086738,0.9737107,0.0003996634,0.0002372515,0.0008624477,0.002388837,0.000004832693,0.00008778638,0.0002906428,0.0003636316,0.0001700306],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9780893,0.00008703234,0.000002056711,0.02055982,0.0003088207,0.0008581065,0.00002204337,0.00001102948,0.00006177601],"genre_scores_gemma":[0.993063,0.0001126189,0.003154295,0.00009091532,0.0006267525,0.00001719271,0.000008317135,0.00002531694,0.002901602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0204689,"threshold_uncertainty_score":0.9983915,"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."}}