{"id":"W4388560469","doi":"10.1155/2023/4426167","title":"Health-Related and Psychosocial Factors Associated with Prostate Cancer Stage at Diagnosis among Males Participating in Alberta’s Tomorrow Project","year":2023,"lang":"en","type":"article","venue":"Prostate Cancer","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Alberta; University of Calgary","funders":"Health Canada; Alberta Health; Canadian Institutes of Health Research; Alberta Cancer Foundation; Partenariat Canadien Contre Le Cancer; Alberta Health Services","keywords":"Medicine; Psychosocial; Stage (stratigraphy); Prostate cancer; Cohort; Cancer; Cohort study; Odds ratio; Internal medicine; Demography; Gynecology; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000606789,0.0003187383,0.0002936765,0.0007344514,0.001478512,0.00084813,0.0008036462,0.000382081,0.001511978],"category_scores_gemma":[0.001107305,0.0003046499,0.0004769906,0.001569434,0.0003892337,0.0002061803,0.0006140358,0.0007179459,0.000121713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004375098,"about_ca_system_score_gemma":0.005472905,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9355391,"about_ca_topic_score_gemma":0.9609653,"domain_scores_codex":[0.9994118,0.00008878869,0.00001912742,0.00007527985,0.0002143928,0.0001904689],"domain_scores_gemma":[0.9991645,0.00007071136,0.000228108,0.00004135475,0.0002031499,0.0002922107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002941619,0.00003183183,0.9982311,0.00000576954,0.00002415237,0.00002253085,0.0001591919,0.00002919404,0.00004505549,0.00001948444,0.0003581038,0.001044116],"study_design_scores_gemma":[0.000002779581,0.00001476149,0.9993199,0.000008513259,0.0000124499,0.00001983852,0.0003653507,0.00008277679,0.00000816887,0.000006745688,0.0001563395,0.000002406637],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972134,0.0003799401,0.00005005207,0.0002192203,0.00001167255,0.00002920129,0.001046355,0.000004414331,0.001045759],"genre_scores_gemma":[0.9979664,0.000239501,0.00007654737,0.0000810882,0.000009932183,0.0000108849,0.0008760492,0.000001882811,0.0007378161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06446087,"threshold_uncertainty_score":0.1296809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05146317388185969,"score_gpt":0.3432845979699535,"score_spread":0.2918214240880938,"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."}}