{"id":"W2314085268","doi":"10.1097/01.cot.0000315676.27578.00","title":"The Attack on Breast Cancer Screening","year":2002,"lang":"en","type":"article","venue":"Oncology Times","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Breast cancer; Credence; Family medicine; Observational study; Scientific evidence; Alternative medicine; Systematic review; Randomized controlled trial; Mammography; Breast cancer screening; Cancer; MEDLINE; Pathology; Political science; Law; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001730347,0.000104129,0.0001902842,0.00002994094,0.0002530684,0.0000165084,0.0001188905,0.00009844919,0.002898164],"category_scores_gemma":[0.00004539945,0.00006502785,0.00007143384,0.0001264811,0.0001388122,0.00004821543,0.00003290692,0.0002428619,0.0004904363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001482394,"about_ca_system_score_gemma":0.00005360418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001191498,"about_ca_topic_score_gemma":0.00008732952,"domain_scores_codex":[0.9991183,0.00004372999,0.0001492592,0.0001835302,0.0002041125,0.0003010857],"domain_scores_gemma":[0.9993821,0.0001640448,0.00006291443,0.0002156598,0.00007181183,0.00010349],"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":[0.0003075878,0.00005663911,0.01911556,0.000004739659,0.00008461145,0.0001108369,0.0001393043,0.0000767662,0.00009958697,0.0004690777,0.5920817,0.3874536],"study_design_scores_gemma":[0.001058341,0.0006282669,0.06744188,0.000128908,0.00008394719,0.0004110549,0.0002778711,0.001995835,0.0001234868,0.00003767008,0.9276902,0.0001225549],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1176188,0.005793378,0.00006032364,0.1291689,0.0006344382,0.0003927822,0.00002314838,0.0001646703,0.7461436],"genre_scores_gemma":[0.932582,0.0008144908,0.0005235372,0.009072423,0.0007251769,0.00005034126,0.00000290207,0.00001836932,0.05621077],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8149632,"threshold_uncertainty_score":0.9980133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1252728787558909,"score_gpt":0.3938873906831267,"score_spread":0.2686145119272358,"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."}}