{"id":"W2125401576","doi":"10.1186/bcr3078","title":"A genome-wide linkage study of mammographic density, a risk factor for breast cancer","year":2011,"lang":"en","type":"article","venue":"Breast Cancer Research","topic":"Digital Radiography and Breast Imaging","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; Mount Sinai Hospital; Cancer Care Ontario; Ontario Institute for Cancer Research; Hospital for Sick Children; Public Health Ontario; University of Toronto; Jewish General Hospital; McGill University","funders":"Medical Research Council; U.S. Public Health Service; National Cancer Institute; National Institutes of Health; Canadian Breast Cancer Research Alliance; National Health and Medical Research Council; Cancer Care Ontario; Johns Hopkins University","keywords":"Surgical oncology; MAMMOGRAPHIC DENSITY; Breast cancer; Linkage (software); Medicine; Oncology; Mammography; Risk factor; Cancer; Internal medicine; Genetics; Biology; Gene","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008100812,0.0003038892,0.0006146907,0.001116116,0.0002532981,0.00006259068,0.0004245452,0.000113943,0.0008612518],"category_scores_gemma":[0.00005675655,0.0002524237,0.0003450005,0.001786419,0.0004164797,0.0002686707,0.0002100009,0.0006548102,0.00001068848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001615769,"about_ca_system_score_gemma":0.0004695228,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01388316,"about_ca_topic_score_gemma":0.002036964,"domain_scores_codex":[0.9965727,0.0001785702,0.0004744588,0.0006946709,0.00109487,0.0009847399],"domain_scores_gemma":[0.9971089,0.0001906633,0.0001696716,0.0006849518,0.001362523,0.0004833422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003192223,0.001845309,0.8673174,0.0003565373,0.0007227326,0.00005869567,0.002209488,0.000001391909,0.0010389,0.00002129139,0.0001069875,0.1231291],"study_design_scores_gemma":[0.003429254,0.0007016898,0.9926828,0.0003177866,0.0002164259,0.0002390634,0.001340699,0.00002210003,0.0004331363,0.0001936985,0.0001797963,0.0002435843],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913689,0.0006844338,0.00005834125,0.0005008033,0.0001278101,0.002259891,0.003665074,0.00007847968,0.001256279],"genre_scores_gemma":[0.9981194,0.0003619877,0.0001008422,0.00006620427,0.0003184159,0.0006689143,0.000008471139,0.00006901683,0.000286779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1253654,"threshold_uncertainty_score":0.9999928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08039795611505478,"score_gpt":0.3654831758779919,"score_spread":0.2850852197629371,"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."}}