{"id":"W2527088048","doi":"10.1002/cam4.859","title":"Screening mammography: sparing the emperor's blushes","year":2016,"lang":"en","type":"article","venue":"Cancer Medicine","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; CancerCare Manitoba","funders":"","keywords":"Mammography; Medicine; Mammography screening; Screening mammography; Emperor; Gaze; Psychology; Breast cancer; Cancer; History","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":[0.04645216,0.001010985,0.002540564,0.002234031,0.0039538,0.007034465,0.004040637,0.03548633,0.004829614],"category_scores_gemma":[0.2129693,0.0006692245,0.002277805,0.001380499,0.01901314,0.01215327,0.003184988,0.0350965,0.002042768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004542897,"about_ca_system_score_gemma":0.008283623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007472779,"about_ca_topic_score_gemma":0.01607384,"domain_scores_codex":[0.9640949,0.02225837,0.003130999,0.002465435,0.006852353,0.001198025],"domain_scores_gemma":[0.8144659,0.1635494,0.00522794,0.003600176,0.01120028,0.001956428],"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":[0.0004003457,0.00004080937,0.0006376053,0.00203676,0.0002834238,0.0005745753,0.002300539,0.0002226146,0.0003154822,0.09124741,0.8112152,0.09072524],"study_design_scores_gemma":[0.0003828131,0.0001744468,0.001768594,0.0138319,0.0007492836,0.0008378729,0.002571806,0.0004347614,0.0007474487,0.1301302,0.8482425,0.0001283828],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000378672,0.03019916,0.0004173752,0.9500143,0.01455817,0.000008721923,0.00002422583,0.00002100267,0.004378469],"genre_scores_gemma":[0.01936024,0.02327337,0.001017801,0.9015036,0.05169725,0.00003318768,0.00002001571,0.00003936623,0.003055163],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04645216,"threshold_uncertainty_score":0.2456654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1218362554127832,"score_gpt":0.3690082746494849,"score_spread":0.2471720192367017,"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."}}