{"id":"W2903820812","doi":"10.1503/cmaj.180463","title":"Recommendations on screening for breast cancer in women aged 40–74 years who are not at increased risk for breast cancer","year":2018,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":209,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; McGill-Queen's University Press; McGill University Health Centre; Public Health Agency of Canada; McGill University; University of Calgary; University of Alberta; University of Ottawa; Manitoba Health","funders":"University of Alberta; Ottawa Hospital Research Institute","keywords":"Breast cancer; Medicine; Incidence (geometry); Cancer; Gynecology; Demography; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.006176849,0.0009794786,0.0008564608,0.002553789,0.00218908,0.001522034,0.006197452,0.009311002,0.01847247],"category_scores_gemma":[0.02770987,0.0006172248,0.002371123,0.001778298,0.001122905,0.001702529,0.001998103,0.00928585,0.007547484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005524426,"about_ca_system_score_gemma":0.03634065,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3030648,"about_ca_topic_score_gemma":0.5197599,"domain_scores_codex":[0.994166,0.001475994,0.0008999438,0.0002241888,0.002491528,0.0007422218],"domain_scores_gemma":[0.9681158,0.003889566,0.001365451,0.0004124393,0.02123898,0.00497786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003151202,0.0001276065,0.002264288,0.0003663575,0.00002034132,0.0001421613,0.0001342329,0.000149402,0.0001832158,0.0007063454,0.9508413,0.04503325],"study_design_scores_gemma":[0.0003212935,0.0001662809,0.034284,0.008610738,0.0001841489,0.0004931168,0.001105593,0.0004140324,0.0003545624,0.003573961,0.9503667,0.0001254474],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.00367462,0.019552,0.005071821,0.8041646,0.02523338,0.002452075,0.01062473,0.001189454,0.1280372],"genre_scores_gemma":[0.03668147,0.06451455,0.0897773,0.646343,0.02136586,0.006195632,0.02888201,0.0004436966,0.1057964],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6969352,"threshold_uncertainty_score":0.6026015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0358436771757423,"score_gpt":0.3246460928291428,"score_spread":0.2888024156534005,"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."}}