{"id":"W1987962292","doi":"10.1158/0008-5472.sabcs12-ms2-2","title":"Abstract MS2-2: Breast Density: Clinical Implications","year":2012,"lang":"en","type":"article","venue":"Cancer Research","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Institute for Cancer Research","funders":"","keywords":"Medicine; Breast cancer; Mammography; Cancer; Disease; Oncology; Breast cancer screening; Atypia; Breast disease; Gynecology; Internal medicine; Radiology; Pathology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0008020859,0.0004083455,0.0002814276,0.0005050944,0.0002399372,0.000826147,0.0005570852,0.001119981,0.02064448],"category_scores_gemma":[0.005830818,0.0001027538,0.0002287953,0.0007496782,0.0003339263,0.0004298718,0.0002794501,0.0006625213,0.00187952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004131668,"about_ca_system_score_gemma":0.0005049577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002208668,"about_ca_topic_score_gemma":0.00120147,"domain_scores_codex":[0.9996892,0.0001500244,0.00001898154,0.00003593171,0.00007950448,0.00002639343],"domain_scores_gemma":[0.9979478,0.0008689776,0.0003247101,0.00006176544,0.0004406154,0.0003562018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.006063755,0.0006289899,0.5413359,0.0009260135,0.0002096794,0.01245947,0.0001321487,0.001450576,0.001472609,0.00365593,0.1536618,0.2780032],"study_design_scores_gemma":[0.0009111668,0.002445346,0.8513377,0.00169882,0.0004315568,0.03751552,0.0009417963,0.006600122,0.001517283,0.01546613,0.08104593,0.00008846636],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5510789,0.1217405,0.002691771,0.1855081,0.00490712,0.0002784523,0.007042257,0.0003280041,0.1264249],"genre_scores_gemma":[0.9647011,0.01139683,0.0007305396,0.005645595,0.007596036,0.00006731775,0.001233097,0.00001702334,0.008612392],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02064448,"threshold_uncertainty_score":0.06906271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5264727378423883,"score_gpt":0.5938261682780586,"score_spread":0.06735343043567021,"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."}}