{"id":"W1758087013","doi":"10.3747/co.22.2879","title":"Has Screening Mammography Become Obsolete?","year":2015,"lang":"en","type":"article","venue":"Current Oncology","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mammography; Medicine; Screening mammography; Value (mathematics); Mammography screening; Medical physics; Breast cancer; Computer science; Cancer; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.02285761,0.0003742863,0.0009890627,0.001507049,0.001604352,0.00561888,0.00206149,0.008166133,0.009569581],"category_scores_gemma":[0.08657485,0.0004247696,0.0008366925,0.002206281,0.01188021,0.01053059,0.001602426,0.01135197,0.00207508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006017754,"about_ca_system_score_gemma":0.007120516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01468566,"about_ca_topic_score_gemma":0.01173299,"domain_scores_codex":[0.9898985,0.003995708,0.001046062,0.001115965,0.003157259,0.0007865165],"domain_scores_gemma":[0.9449966,0.0288713,0.007271387,0.002462882,0.01288231,0.003515529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001089026,0.00022371,0.03155253,0.003825392,0.0002408928,0.00126683,0.002221172,0.0003557674,0.001357013,0.1885963,0.2718602,0.4974111],"study_design_scores_gemma":[0.0001614688,0.0004807084,0.03303079,0.008838487,0.000254177,0.002896258,0.006332838,0.0003575338,0.0009801178,0.0934075,0.8530372,0.0002229149],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.005231324,0.06600076,0.0005585566,0.9141025,0.006360507,0.000008423413,0.000166024,0.00003506625,0.007536833],"genre_scores_gemma":[0.1433088,0.1803927,0.002133307,0.6325423,0.03776557,0.00003658148,0.0004444991,0.0001001536,0.003276047],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02285761,"threshold_uncertainty_score":0.1208841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5412429013446729,"score_gpt":0.4809898332311293,"score_spread":0.06025306811354358,"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."}}