{"id":"W2590854912","doi":"10.1200/jco.2012.30.27_suppl.56","title":"Determination of breast density by bioimpedance.","year":2012,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Body Composition Measurement Techniques","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Medicine; Breast cancer; Breast density; Correlation; Pearson product-moment correlation coefficient; Breast imaging; Mammography; Nuclear medicine; Internal medicine; Cancer; Statistics; Mathematics","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":[0.0006275199,0.0003668271,0.0002803224,0.001242928,0.0001145852,0.0002869348,0.0003298649,0.0003377379,0.003677328],"category_scores_gemma":[0.001580439,0.0002044088,0.000171545,0.0007838233,0.0002319359,0.0001869789,0.0001725334,0.0003056664,0.001747931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001463623,"about_ca_system_score_gemma":0.00006852643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004970465,"about_ca_topic_score_gemma":0.0008565562,"domain_scores_codex":[0.9994619,0.0001606503,0.00003963636,0.00009789794,0.0002129413,0.00002692792],"domain_scores_gemma":[0.9995628,0.0002089979,0.00007965758,0.0000375891,0.00008939886,0.00002146635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001782854,0.0003675232,0.3218528,0.0006728161,0.0001463269,0.0006869793,0.0005768212,0.0008610815,0.3080426,0.0005883122,0.003406372,0.3610155],"study_design_scores_gemma":[0.00006425888,0.001698015,0.8350932,0.0001097218,0.0001701976,0.008198228,0.0002907391,0.008964775,0.1340211,0.0004214941,0.01091042,0.00005777408],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8724207,0.01498869,0.08759069,0.0002204551,0.0002496364,0.000587307,0.003375092,0.0008727875,0.01969468],"genre_scores_gemma":[0.9461154,0.00285114,0.04195145,0.0001698532,0.0000578833,0.0003306067,0.001237324,0.00005060395,0.007235773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003677328,"threshold_uncertainty_score":0.01230192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.140117688331053,"score_gpt":0.4846747559801535,"score_spread":0.3445570676491004,"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."}}