{"id":"W4312211790","doi":"10.1177/08465371221147307","title":"Barriers to Screening At-risk Populations in Canada","year":2022,"lang":"en","type":"review","venue":"Canadian Association of Radiologists Journal","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"CARE Canada; University of Toronto; McMaster University","funders":"","keywords":"Medicine; Lung cancer screening; Cancer screening; Breast cancer screening; Disease; Breast cancer; Family medicine; Cancer; Intensive care medicine; Lung cancer; Environmental health; Mammography; Pathology; Internal medicine","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":[0.001084362,0.0006609956,0.001301705,0.003182424,0.001094955,0.001697499,0.001059219,0.000760771,0.002667764],"category_scores_gemma":[0.003498845,0.0002779605,0.0008551429,0.006062149,0.0006431923,0.0005206659,0.0006790772,0.001052936,0.0002080507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01524715,"about_ca_system_score_gemma":0.05410011,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.852876,"about_ca_topic_score_gemma":0.9288872,"domain_scores_codex":[0.9991591,0.0001005193,0.00008813628,0.00006311022,0.0004646625,0.0001245035],"domain_scores_gemma":[0.9984005,0.0004595239,0.0001801398,0.00001512012,0.0007915094,0.0001531216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001244747,0.00004409357,0.003444355,0.106396,0.0005621233,0.0002695956,0.0009121544,0.0005512018,0.0003439267,0.003878213,0.06093534,0.8225386],"study_design_scores_gemma":[0.00005418213,0.0001030104,0.0382208,0.1224297,0.002462469,0.001349213,0.001886003,0.0003709802,0.0005025855,0.001328674,0.8311895,0.0001028504],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004304858,0.9977041,0.00002892071,0.0006262297,0.00009132876,0.00001116527,0.00008853002,0.000004588129,0.001014623],"genre_scores_gemma":[0.003709136,0.9957028,0.00008407365,0.0001854165,0.0000197448,0.00000636126,0.00006058312,0.000001106751,0.0002307451],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.147124,"threshold_uncertainty_score":0.2959808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1392460338407185,"score_gpt":0.3641350215263448,"score_spread":0.2248889876856263,"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."}}