{"id":"W2093168178","doi":"10.3747/co.19.1037","title":"Disappearing Breast Cancers","year":2012,"lang":"en","type":"article","venue":"Current Oncology","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; University of Toronto","funders":"","keywords":"Medicine; Breast cancer; Oncology; Internal medicine; Bioinformatics; Cancer; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001732363,0.00008418856,0.0001930208,0.00004024187,0.00004952489,0.000004475493,0.00006036727,0.00005769629,0.0002969513],"category_scores_gemma":[0.00003433391,0.00007188005,0.00005903754,0.0001112519,0.00006313342,0.0001066698,0.00004805383,0.0002066508,0.0001674059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000643386,"about_ca_system_score_gemma":0.0001864225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001036206,"about_ca_topic_score_gemma":0.00002980609,"domain_scores_codex":[0.9991845,0.00002449051,0.0001362024,0.0001224753,0.0001433151,0.0003890433],"domain_scores_gemma":[0.9995065,0.00002263255,0.00004636649,0.0001331534,0.00004737332,0.0002439468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001035253,0.00009614609,0.6860904,0.00003406498,0.00001982805,0.000007522086,0.0003718885,0.000002798013,0.0002322012,0.0006645811,0.01059398,0.3017831],"study_design_scores_gemma":[0.0008236695,0.0001709522,0.3563059,0.0001215694,0.0000820475,0.0005820728,0.0004408779,0.00007839113,0.000105689,0.00003255048,0.6411402,0.0001160552],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9413032,0.01035031,0.0004111516,0.00118826,0.003321738,0.0002136704,0.000008535779,0.00008918905,0.04311392],"genre_scores_gemma":[0.997988,0.0001517019,0.0002049438,0.0003137,0.001198612,0.00001868565,0.00001111533,0.000008117617,0.0001051396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6305462,"threshold_uncertainty_score":0.3251409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2790039726524484,"score_gpt":0.479886881740263,"score_spread":0.2008829090878146,"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."}}