{"id":"W3004026186","doi":"10.1177/0969141320902485","title":"Occupation as a predictor of prostate cancer screening behaviour in Canada","year":2020,"lang":"en","type":"article","venue":"Journal of Medical Screening","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Institut National de la Recherche Scientifique; Alberta Health Services","funders":"Fonds de Recherche du Québec - Santé; Canadian Cancer Society Research Institute; Canadian Institutes of Health Research; Cancer Research Society","keywords":"Medicine; Cancer; Prostate; Prostate cancer; Oncology; Gynecology; Prostate cancer screening; Internal medicine; Prostate-specific antigen","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":[0.0007684365,0.0002546779,0.0003499703,0.001295652,0.002564198,0.001089959,0.001062933,0.0004324527,0.002951812],"category_scores_gemma":[0.003099984,0.0002721126,0.0004447701,0.003020747,0.0009434858,0.0002205527,0.000789796,0.0006473791,0.0001884743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01846805,"about_ca_system_score_gemma":0.03384912,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9939588,"about_ca_topic_score_gemma":0.9955137,"domain_scores_codex":[0.9987351,0.0001475837,0.00006760105,0.0001888669,0.0004488471,0.0004119894],"domain_scores_gemma":[0.9967637,0.000244788,0.0005735956,0.00008255614,0.001244437,0.001090984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003254614,0.0000149147,0.9958636,0.00001963692,0.00002703465,0.0000464282,0.0002619038,0.00007539003,0.00006869574,0.00005920056,0.0006646919,0.002865944],"study_design_scores_gemma":[0.000003112551,0.00001169576,0.9988365,0.00003216754,0.00001192085,0.00003296704,0.0004043253,0.0002235155,0.00002549563,0.00002279861,0.0003904079,0.000005167314],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914737,0.001803197,0.0001867692,0.00119037,0.00003214131,0.00002836926,0.002137651,0.00001701601,0.003130851],"genre_scores_gemma":[0.9984987,0.000393714,0.0001063675,0.00006986376,0.000005668208,0.000005182383,0.0003862086,0.000003889926,0.0005303961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01846805,"threshold_uncertainty_score":0.1339957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02904632314978353,"score_gpt":0.3122180489653483,"score_spread":0.2831717258155648,"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."}}