{"id":"W1814413585","doi":"10.1136/bmj.h3156","title":"Experts question IARC report saying benefits of mammography in older women outweigh risks","year":2015,"lang":"en","type":"letter","venue":"BMJ","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mammography; International agency; Medicine; Agency (philosophy); Breast cancer; Family medicine; Confounding; Public health; Mammography screening; Gerontology; Gynecology; Cancer; Nursing; Pathology; Sociology; Social science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009805468,0.0009308725,0.001519943,0.001359693,0.004215003,0.004061189,0.00233585,0.06689346,0.01112643],"category_scores_gemma":[0.06564771,0.001438039,0.002651531,0.001297457,0.002432992,0.004412306,0.001583593,0.04020514,0.01631469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006469923,"about_ca_system_score_gemma":0.009303374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01280377,"about_ca_topic_score_gemma":0.01031336,"domain_scores_codex":[0.9902925,0.002123113,0.001862769,0.001186079,0.003646933,0.0008885702],"domain_scores_gemma":[0.9756256,0.01113786,0.002105367,0.0009715507,0.006798296,0.003361427],"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":[0.00003266347,0.00002276235,0.0004342584,0.00004930514,0.0000102343,0.0002749265,0.00009745841,0.00001950948,0.00008151945,0.0008925326,0.9944728,0.003612112],"study_design_scores_gemma":[0.0001198222,0.00009703914,0.002259209,0.0006532566,0.00005030763,0.00116987,0.00043902,0.0002649776,0.0003096299,0.003207037,0.9913539,0.00007585216],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002092143,0.0004856228,0.00003743545,0.983191,0.01391795,0.0000130973,0.00009854342,0.00002269339,0.002024486],"genre_scores_gemma":[0.001538184,0.0006022122,0.0001550707,0.9703432,0.0229358,0.00003468493,0.00006765144,0.00002328941,0.004299938],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06689346,"threshold_uncertainty_score":0.05185694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1352164724373467,"score_gpt":0.3947010865797304,"score_spread":0.2594846141423836,"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."}}