{"id":"W1508020986","doi":"10.1002/cncr.29021","title":"Flawed assumptions used to defend screening mammography","year":2014,"lang":"en","type":"letter","venue":"Cancer","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Mammography; Mammography screening; Quarter (Canadian coin); Screening mammography; Intensive care medicine; Medical physics; Breast cancer; Cancer; History","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":[0.06264987,0.001338516,0.001992823,0.001592228,0.004401765,0.007238638,0.006594131,0.07792313,0.003469273],"category_scores_gemma":[0.214448,0.001195209,0.002289371,0.001024531,0.02843809,0.01104625,0.005577045,0.1178719,0.004127789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009083303,"about_ca_system_score_gemma":0.005534304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00441433,"about_ca_topic_score_gemma":0.003378842,"domain_scores_codex":[0.9599108,0.02038562,0.003718953,0.004064019,0.009557936,0.002362666],"domain_scores_gemma":[0.8917701,0.08849914,0.004433343,0.003776568,0.009011355,0.002509552],"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":[0.0002603267,0.00007264969,0.001083587,0.0002208441,0.0001702833,0.003416072,0.003275681,0.0007796609,0.0005205434,0.2378661,0.7241453,0.02818897],"study_design_scores_gemma":[0.0002663352,0.000146152,0.0009210304,0.001310728,0.0001220351,0.003222296,0.002360727,0.002433229,0.00104064,0.3344187,0.6535362,0.000221927],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005135211,0.0008447237,0.0008596675,0.9897994,0.00461015,0.00001104351,0.00002286811,0.00001916893,0.003319522],"genre_scores_gemma":[0.01141863,0.0006668829,0.001105361,0.970901,0.0145134,0.00005213974,0.00001496201,0.00002122379,0.001306522],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07792313,"threshold_uncertainty_score":0.3313281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1848742927602851,"score_gpt":0.3834861612119059,"score_spread":0.1986118684516209,"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."}}