{"id":"W3044659411","doi":"10.1177/0969141320941900","title":"Perceived susceptibility to developing cancer and screening for colorectal and prostate cancer: A longitudinal analysis of Alberta’s Tomorrow Project","year":2020,"lang":"en","type":"article","venue":"Journal of Medical Screening","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Medicine; Sigmoidoscopy; Colorectal cancer; Prostate cancer; Odds ratio; Cancer; Colonoscopy; Cancer screening; Marital status; Residence; Gynecology; Oncology; Prostate cancer screening; Odds; Internal medicine; Demography; Logistic regression; Prostate-specific antigen; Population; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001349767,0.0003868039,0.0003080537,0.0007973041,0.001813167,0.001011451,0.001265379,0.0005208761,0.002051389],"category_scores_gemma":[0.002021247,0.0004000241,0.0007507971,0.002072864,0.0005023604,0.0003249033,0.0009154193,0.000978819,0.0001695732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007597887,"about_ca_system_score_gemma":0.01193563,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.968111,"about_ca_topic_score_gemma":0.9737317,"domain_scores_codex":[0.9992661,0.0001433616,0.00002832331,0.0001020681,0.0002258668,0.0002342633],"domain_scores_gemma":[0.9984383,0.0001223012,0.0003588464,0.0001181217,0.0004525985,0.000509761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000831358,0.00004503569,0.9980655,0.000006674299,0.00005963063,0.00003478127,0.0002646403,0.00005911666,0.00004573622,0.00004019042,0.0003240196,0.0009715792],"study_design_scores_gemma":[0.000006538242,0.00002635666,0.9990032,0.00001134365,0.00002793075,0.00002169994,0.0004776313,0.0001656603,0.00001160467,0.00001622429,0.0002276338,0.000004158866],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963784,0.0004814059,0.00009151541,0.0002588202,0.00001018959,0.00003135381,0.00163943,0.000006167181,0.001102704],"genre_scores_gemma":[0.9973327,0.0002380389,0.0001636351,0.00006924348,0.000005498124,0.00001773645,0.001192685,0.000002687228,0.0009778806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03188902,"threshold_uncertainty_score":0.06415361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06789662905590961,"score_gpt":0.3711619774476536,"score_spread":0.303265348391744,"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."}}