{"id":"W2006226405","doi":"10.1016/j.ypmed.2008.07.017","title":"The place for routine mammography screening, commencing at age 40","year":2008,"lang":"en","type":"letter","venue":"Preventive Medicine","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Mammography; Screening mammography; Internal medicine; Cancer; Breast cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.002638634,0.0007651596,0.001104259,0.000568028,0.007165391,0.003904169,0.001921011,0.09275408,0.01435835],"category_scores_gemma":[0.01403401,0.001023562,0.001602911,0.0005213828,0.002304262,0.00523866,0.002587297,0.06407161,0.005387618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004715278,"about_ca_system_score_gemma":0.01436837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02274486,"about_ca_topic_score_gemma":0.06067064,"domain_scores_codex":[0.9966337,0.0006247748,0.0004301392,0.0004189982,0.0006609946,0.001231393],"domain_scores_gemma":[0.9931485,0.001716404,0.0005786898,0.0001970588,0.0009559885,0.003403327],"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":[0.0001368246,0.0001565862,0.003222524,0.0001003072,0.00001680415,0.005634563,0.0006176945,0.00007838377,0.001055505,0.003552605,0.9709376,0.01449056],"study_design_scores_gemma":[0.0003852241,0.000448155,0.01119947,0.001206341,0.00008172616,0.008413552,0.006504887,0.0005525125,0.0005535115,0.01057888,0.9598779,0.0001977844],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001657961,0.0007711583,0.00009002535,0.9827863,0.01093359,0.00001917226,0.00004584231,0.00002143541,0.003674488],"genre_scores_gemma":[0.006641048,0.0009643902,0.0004573044,0.9591919,0.01583088,0.00006940907,0.00004230645,0.00002923958,0.01677352],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09275408,"threshold_uncertainty_score":0.04803342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1004825985133861,"score_gpt":0.34842329176318,"score_spread":0.2479406932497938,"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."}}