{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006497183,0.0001881032,0.0009403342,0.0002129875,0.00008768436,0.00002998618,0.000101482,0.00009462606,0.00007545453],"category_scores_gemma":[0.0008439099,0.0001363168,0.0001981101,0.0006018765,0.0001085061,0.0001110377,0.00007904803,0.0002487258,6.563332e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001282384,"about_ca_system_score_gemma":0.0005733954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003328035,"about_ca_topic_score_gemma":0.003466811,"domain_scores_codex":[0.9979239,0.00004703544,0.0006766099,0.0003272248,0.0007322637,0.0002930354],"domain_scores_gemma":[0.998235,0.000341047,0.00036137,0.00007123308,0.000351975,0.0006393764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002514051,0.00006101723,0.8814734,0.0002813626,0.002751502,0.0000673806,0.004573591,0.0001272603,0.0006366562,0.00001190665,0.0003778666,0.107124],"study_design_scores_gemma":[0.004700467,0.002386479,0.9719726,0.00188453,0.003865399,0.00005681931,0.001404838,0.01117762,0.00116417,0.000003976897,0.001183351,0.0001996892],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9585075,0.002230055,0.005326203,0.03317302,0.00004618382,0.0006512383,0.0000497114,0.000007193611,0.000008846938],"genre_scores_gemma":[0.9816773,0.00182878,0.01519179,0.0009694911,0.0002221267,0.0000719236,0.00001019891,0.00001720997,0.00001119171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1069243,"threshold_uncertainty_score":0.5558839,"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."}}