{"id":"W2034372353","doi":"10.1016/s1359-6349(08)70487-7","title":"Breast density and indicators of screening performance in the Quebec Breast Cancer Screening Programme (PQDCS), 1998–2003","year":2008,"lang":"en","type":"article","venue":"European Journal of Cancer Supplements","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Breast cancer; Medicine; Breast cancer screening; Oncology; Breast density; Gynecology; Cancer; Internal medicine; Mammography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005318087,0.0002139603,0.0002688686,0.0001215064,0.0001663651,0.0000192179,0.0003126404,0.00002815664,0.00002594028],"category_scores_gemma":[0.00001052685,0.0001550216,0.00007620335,0.000299035,0.0002163733,0.00002637231,0.0001453909,0.0001876068,5.626292e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004697107,"about_ca_system_score_gemma":0.0001659958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001604409,"about_ca_topic_score_gemma":0.001927989,"domain_scores_codex":[0.998357,0.0002313677,0.0004935155,0.0002226745,0.0003585531,0.0003368705],"domain_scores_gemma":[0.9990386,0.00001079336,0.0004923479,0.0001911238,0.0001730834,0.0000939852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004403648,0.00008650837,0.8988292,0.00002660534,0.0002882394,0.00006678615,0.0007927205,0.00005170243,0.00039358,0.000001587355,0.001118907,0.09790376],"study_design_scores_gemma":[0.00233506,0.0001563514,0.9846207,0.0001951488,0.00008191098,0.0008412573,0.000428018,0.000006441011,0.002075728,3.448063e-7,0.009104718,0.0001543402],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959598,0.002769459,0.0002183664,0.0005211494,0.0001119953,0.0001724474,0.0001583555,0.000003132813,0.00008529636],"genre_scores_gemma":[0.9959942,0.002564988,0.0008434994,0.0001854381,0.0003153429,0.00001197354,0.0000229635,0.00002832959,0.00003327928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09774942,"threshold_uncertainty_score":0.6321599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.014773958362603,"score_gpt":0.2542399687569213,"score_spread":0.2394660103943183,"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."}}