{"id":"W4233966416","doi":"10.1186/bcr2423","title":"Mammographic density","year":2009,"lang":"en","type":"review","venue":"Breast Cancer Research","topic":"Digital Radiography and Breast Imaging","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; Ontario Institute for Cancer Research","funders":"","keywords":"Surgical oncology; Medicine; MAMMOGRAPHIC DENSITY; Breast cancer; Gynecology; Oncology; Mammography; Internal medicine; Cancer","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0005981634,0.001029378,0.002174827,0.007582177,0.0002101472,0.0008446489,0.0008734397,0.0006489324,0.01173892],"category_scores_gemma":[0.003570053,0.0003852546,0.0006925691,0.005584139,0.0005021747,0.001104491,0.0006757285,0.0006692991,0.00325013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005511903,"about_ca_system_score_gemma":0.001055321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003217233,"about_ca_topic_score_gemma":0.005533605,"domain_scores_codex":[0.9995325,0.00009374347,0.00008173605,0.00009630254,0.0001720171,0.00002377147],"domain_scores_gemma":[0.9990875,0.0004183865,0.0002057107,0.00003607655,0.0002190652,0.0000333693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00007932267,0.00003117191,0.002350279,0.01829615,0.0002474388,0.0002017977,0.00003260153,0.0001220994,0.0004588748,0.0006180435,0.04300072,0.9345615],"study_design_scores_gemma":[0.00009644528,0.0001858232,0.02586865,0.03077781,0.002613847,0.01316776,0.0001948386,0.0003356465,0.0008963241,0.002017574,0.9237801,0.00006520128],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003306806,0.9947097,0.0002328058,0.0002956353,0.0002089383,0.00002671419,0.000268022,0.00001800775,0.003909453],"genre_scores_gemma":[0.003903669,0.992551,0.0005623488,0.0003853304,0.0003426552,0.00002763963,0.0004056269,0.000003134615,0.001818554],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01173892,"threshold_uncertainty_score":0.03927064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1292202559134168,"score_gpt":0.4676340614401787,"score_spread":0.3384138055267619,"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."}}