{"id":"W1965361437","doi":"10.3747/co.22.2191","title":"Overdiagnosis in Breast Cancer Chemoprevention Trials","year":2015,"lang":"en","type":"article","venue":"Current Oncology","topic":"Estrogen and related hormone effects","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital","funders":"","keywords":"Overdiagnosis; Medicine; Tamoxifen; Breast cancer; Raloxifene; Anastrozole; Exemestane; Oncology; Antiestrogen; Internal medicine; Cancer; Gynecology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1152806,0.001497501,0.005439518,0.001457808,0.001364873,0.004572186,0.001282498,0.004955805,0.008376206],"category_scores_gemma":[0.1704704,0.001313571,0.004951149,0.002905831,0.002486994,0.003860707,0.001986191,0.006049938,0.001089105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002724066,"about_ca_system_score_gemma":0.002650466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001183279,"about_ca_topic_score_gemma":0.001980832,"domain_scores_codex":[0.8142229,0.156812,0.01512685,0.005508377,0.006797392,0.00153246],"domain_scores_gemma":[0.8333569,0.1251234,0.02256166,0.009779847,0.00577267,0.003405534],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.5014809,0.001591985,0.01977489,0.06830581,0.07340293,0.0005309617,0.001045981,0.001691977,0.001533334,0.0114724,0.02679104,0.2923778],"study_design_scores_gemma":[0.6221985,0.03407431,0.04259656,0.02816325,0.06250141,0.001334125,0.0005246028,0.004265696,0.001712003,0.04705709,0.1552703,0.0003021339],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1243056,0.7263201,0.02974217,0.04085848,0.01904925,0.02387019,0.003083491,0.0005389032,0.03223168],"genre_scores_gemma":[0.8171995,0.07323056,0.02184049,0.04595499,0.007169834,0.02705178,0.002536019,0.0001412778,0.004875561],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8847194,"threshold_uncertainty_score":0.6096695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1116688202149542,"score_gpt":0.43791549385183,"score_spread":0.3262466736368759,"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."}}