{"id":"W2109063533","doi":"10.1016/s1470-2045(05)70390-9","title":"Mammographic breast density as an intermediate phenotype for breast cancer","year":2005,"lang":"en","type":"review","venue":"The Lancet Oncology","topic":"Digital Radiography and Breast Imaging","field":"Medicine","cited_by":630,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre; Health Sciences Centre; Hospital for Sick Children; University of Toronto; Ontario Institute for Cancer Research","funders":"Medical Research Council; Canada Research Chairs; National Breast Cancer Foundation","keywords":"Breast cancer; Breast density; Mammography; MAMMOGRAPHIC DENSITY; Breast tissue; Medicine; Risk factors for breast cancer; Oncology; Cancer; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.000688549,0.0006887131,0.002211395,0.002087501,0.0001444668,0.0007576138,0.0006537535,0.0007679954,0.00220289],"category_scores_gemma":[0.002242584,0.0002597299,0.0004375052,0.002327051,0.0004833565,0.0006929295,0.0003964006,0.0009442213,0.0007817932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005958822,"about_ca_system_score_gemma":0.0009833899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002796812,"about_ca_topic_score_gemma":0.005499207,"domain_scores_codex":[0.9997295,0.00005122657,0.00004998444,0.0000530267,0.00009887702,0.00001748495],"domain_scores_gemma":[0.9990068,0.0005693555,0.0001599895,0.00001985414,0.0002023176,0.00004173281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001564187,0.00002908918,0.002465789,0.01278972,0.0001632257,0.0003346403,0.0000266058,0.0002286974,0.0003898561,0.001398472,0.03485507,0.9471625],"study_design_scores_gemma":[0.0001853375,0.0003181286,0.02652427,0.02409748,0.002318548,0.01239227,0.0002711125,0.0004937887,0.000709469,0.00434556,0.9282615,0.00008251718],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002079669,0.9983397,0.00009626232,0.0003825039,0.0002055812,0.000003415869,0.00003494299,0.000005110452,0.0007244832],"genre_scores_gemma":[0.003491166,0.9948995,0.0003053292,0.0004340202,0.0003021403,0.000008025532,0.00008043167,0.000001250138,0.0004781481],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002796812,"threshold_uncertainty_score":0.007369399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06242076777872589,"score_gpt":0.4033152415651653,"score_spread":0.3408944737864394,"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."}}