{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001173325,0.0002350876,0.0003283657,0.0005382189,0.0008692233,0.0003838803,0.0003428449,0.0004284714,0.002007039],"category_scores_gemma":[0.003190061,0.0001912782,0.0003291897,0.001320451,0.0002440608,0.0001310625,0.0004167026,0.0003698749,0.0001725933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004441008,"about_ca_system_score_gemma":0.001021268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03792608,"about_ca_topic_score_gemma":0.0265025,"domain_scores_codex":[0.9993494,0.0002505119,0.00002552939,0.0001926006,0.0001294963,0.00005246605],"domain_scores_gemma":[0.9994252,0.0001963177,0.0001056187,0.00008380689,0.000099091,0.00008994417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006773728,0.0001382173,0.9746513,0.00007014467,0.0008359948,0.001189952,0.0007096281,0.0005312057,0.005248671,0.0004947926,0.001181759,0.01427103],"study_design_scores_gemma":[0.00005863866,0.0001180095,0.9961409,0.00001355178,0.0002205855,0.00081453,0.0001021037,0.000601452,0.0001344014,0.000252423,0.001536359,0.000006996861],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947778,0.0005225082,0.001859111,0.000257249,0.000009932073,0.00006687563,0.001298372,0.00001951347,0.0011886],"genre_scores_gemma":[0.9962124,0.0001941569,0.00190304,0.00006439671,0.00001239177,0.00006761723,0.001059561,0.00000507986,0.0004814109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03792608,"threshold_uncertainty_score":0.07541066,"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."}}