{"id":"W3119615054","doi":"10.6004/jnccn.2020.7613","title":"Patterns and Trends of Cancer Screening in Canada: Results From a Contemporary National Survey","year":2021,"lang":"en","type":"article","venue":"Journal of the National Comprehensive Cancer Network","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Cancer Foundation","funders":"","keywords":"Medicine; Cohort; Mammography; Breast cancer; Logistic regression; Cancer screening; Cancer; Cervical cancer; Breast cancer screening; Cohort study; Odds ratio; Family medicine; Colorectal cancer; Demography; Gynecology; 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":[0.001061975,0.0003062933,0.0004216691,0.001839659,0.001764216,0.001158932,0.00116664,0.0003697748,0.001655184],"category_scores_gemma":[0.003131075,0.0003064133,0.0006665546,0.007047005,0.0004780375,0.0004483259,0.0009283411,0.0006396168,0.0002451006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02746191,"about_ca_system_score_gemma":0.03594963,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9964036,"about_ca_topic_score_gemma":0.996878,"domain_scores_codex":[0.9985915,0.00007694161,0.0001049539,0.0002233339,0.0007042708,0.0002990047],"domain_scores_gemma":[0.9967067,0.0001245773,0.0005878289,0.0001132949,0.002026306,0.0004414622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003868066,0.00001539304,0.9922839,0.00006118753,0.0000749523,0.00002321327,0.0003223617,0.0001123873,0.00006215608,0.00008924563,0.002385081,0.00453152],"study_design_scores_gemma":[0.000004899904,0.00001046946,0.9973682,0.00003515763,0.00003569347,0.00002936434,0.0004775217,0.0002572922,0.00002647136,0.0000235693,0.001723994,0.000007518587],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9347638,0.003820771,0.0005724653,0.001966063,0.00004635379,0.0001232536,0.05210322,0.00006460067,0.006539467],"genre_scores_gemma":[0.986209,0.001697304,0.0005788865,0.0003569331,0.0000147594,0.00003666383,0.01025122,0.00001142514,0.0008437346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02746191,"threshold_uncertainty_score":0.1992511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09546180959103533,"score_gpt":0.3296315774924052,"score_spread":0.2341697679013699,"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."}}