{"id":"W2969586389","doi":"10.1016/j.ypmed.2019.105816","title":"Understanding those overdue for cancer screening by five years or more: A retrospective cohort study in Ontario, Canada","year":2019,"lang":"en","type":"article","venue":"Preventive Medicine","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University; Public Health Ontario; University of Toronto; St. Michael's Hospital","funders":"Canadian Institutes of Health Research; Ontario Ministry of Health and Long-Term Care","keywords":"Medicine; Retrospective cohort study; Family medicine; Cohort; Cohort study; Environmental health; Gerontology; Demography; Internal medicine","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":[0.0008857909,0.0005942559,0.000818761,0.001675125,0.006158234,0.002690049,0.002376775,0.001177564,0.002709812],"category_scores_gemma":[0.002802606,0.001007195,0.001403873,0.006715724,0.0009871753,0.001155119,0.00155374,0.001774654,0.0003316085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03180595,"about_ca_system_score_gemma":0.0483679,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9965448,"about_ca_topic_score_gemma":0.9984431,"domain_scores_codex":[0.9981621,0.0001099973,0.0001351876,0.0003450912,0.000435532,0.0008121948],"domain_scores_gemma":[0.9963736,0.000167042,0.0009375933,0.0001780029,0.001420794,0.000922934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003509995,0.00003495368,0.9958661,0.00002419493,0.00005411471,0.0001200535,0.00143936,0.00003425004,0.00008066752,0.0001087661,0.00101398,0.001188511],"study_design_scores_gemma":[0.000007865267,0.00002035972,0.9944599,0.00008243715,0.00006169531,0.00008449236,0.003748007,0.0001323495,0.00002720307,0.00003954148,0.001319718,0.00001654009],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872822,0.001862696,0.0002046156,0.00110125,0.00005755267,0.0001001266,0.006140182,0.00001147738,0.003239871],"genre_scores_gemma":[0.9944751,0.001162417,0.0002217845,0.0003901462,0.00001725687,0.00004004458,0.001725057,0.00001128057,0.001956925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03180595,"threshold_uncertainty_score":0.2307694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05439222343512122,"score_gpt":0.3195083784714463,"score_spread":0.2651161550363251,"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."}}