{"id":"W2998049323","doi":"10.3747/co.27.5661","title":"Breast Cancer Screening Policy—Good Science Should Trump Bad Politics","year":2019,"lang":"en","type":"letter","venue":"Current Oncology","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Hospital; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Politics; Breast cancer; Cancer; Family medicine; Political science; Internal medicine; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01350602,0.001044478,0.00164307,0.001066732,0.008992701,0.007579999,0.002741957,0.08250423,0.01692427],"category_scores_gemma":[0.04778905,0.001062677,0.001880146,0.001042392,0.007049081,0.009723506,0.003254421,0.06802139,0.01250368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00929461,"about_ca_system_score_gemma":0.01909213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03491933,"about_ca_topic_score_gemma":0.06032049,"domain_scores_codex":[0.9907651,0.003679803,0.0008021354,0.0009659324,0.002337189,0.001449728],"domain_scores_gemma":[0.9702311,0.0181482,0.001172591,0.0006620471,0.00515955,0.004626619],"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":[0.00002069822,0.00001297482,0.000127423,0.00002261582,0.000003967284,0.00009873496,0.00007243126,0.00001493384,0.00004944591,0.002917684,0.9938323,0.002826687],"study_design_scores_gemma":[0.00009079024,0.00004193874,0.0007863099,0.0004460567,0.00001921781,0.0002543955,0.0007697721,0.0002182833,0.0001831315,0.01260465,0.984511,0.00007439731],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00005530897,0.0004468005,0.00001636662,0.9945549,0.003531274,0.000002888736,0.00002684206,0.000008448701,0.001357219],"genre_scores_gemma":[0.0005330114,0.0002414751,0.00005577578,0.9926246,0.003824852,0.0000105094,0.00001051817,0.000008729819,0.002690412],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08250423,"threshold_uncertainty_score":0.07142752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2627808882852423,"score_gpt":0.4819177746530144,"score_spread":0.2191368863677721,"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."}}