{"id":"W4300860455","doi":"10.1016/j.clnu.2022.09.016","title":"Adipose tissue radiodensity and mortality among patients with nonmetastatic breast cancer","year":2022,"lang":"en","type":"article","venue":"Clinical Nutrition","topic":"Cancer Risks and Factors","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"National Center for Advancing Translational Sciences; National Cancer Institute; National Institutes of Health","keywords":"Medicine; Radiodensity; Adipose tissue; Breast cancer; Internal medicine; Oncology; Cancer; Epicardial adipose tissue; Surgery; Radiography","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":[0.0001811578,0.0002353274,0.0002509039,0.0004857898,0.0002528927,0.0005258592,0.0002192455,0.0003843877,0.00189592],"category_scores_gemma":[0.00116184,0.0002415113,0.0003779792,0.0007896094,0.0001951312,0.0003432922,0.000336842,0.0005619858,0.0002216154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002316705,"about_ca_system_score_gemma":0.0001878915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004443877,"about_ca_topic_score_gemma":0.00470814,"domain_scores_codex":[0.9998807,0.00003037337,0.00001407024,0.00001879888,0.00002238802,0.00003371655],"domain_scores_gemma":[0.999551,0.00009953919,0.0001905373,0.00002904734,0.00004172927,0.00008814126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002100748,0.00003277351,0.9986368,0.000006373388,0.0000457545,0.00006065112,0.00001743291,0.00003263783,0.0001423535,0.00001049606,0.00005891001,0.0007457331],"study_design_scores_gemma":[0.000009578222,0.00007374938,0.9992424,0.000003915334,0.00003779405,0.0002208005,0.0001126916,0.0001267136,0.00003947618,0.00002218875,0.0001078354,0.000002857922],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983228,0.000544097,0.00003898392,0.00007308873,0.000009094335,0.000002919342,0.0002902345,0.000003163692,0.0007157722],"genre_scores_gemma":[0.9992561,0.0001616452,0.00002651206,0.00003214329,0.00001763171,0.000003083374,0.0002341718,0.000001038286,0.0002677585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004443877,"threshold_uncertainty_score":0.008836031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02885669315295826,"score_gpt":0.3479777427003082,"score_spread":0.3191210495473499,"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."}}