{"id":"W2803156613","doi":"10.1002/cncr.31405","title":"Muscle radiodensity and mortality in patients with colorectal cancer","year":2018,"lang":"en","type":"article","venue":"Cancer","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":135,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Cancer Institute; National Institutes of Health","keywords":"Medicine; Radiodensity; Colorectal cancer; Cancer; Internal medicine; Oncology; 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":[0.0004484376,0.0001875927,0.0002343386,0.0003714014,0.0002347297,0.000318807,0.0002363877,0.0002834766,0.001000048],"category_scores_gemma":[0.002181022,0.0001783432,0.000317225,0.0005976987,0.0001665986,0.0002053508,0.000277996,0.0005057672,0.000110332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002692727,"about_ca_system_score_gemma":0.0002145281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005616861,"about_ca_topic_score_gemma":0.007268608,"domain_scores_codex":[0.9997784,0.00005889658,0.00002452821,0.00004957651,0.00004636237,0.00004219462],"domain_scores_gemma":[0.9986284,0.0001623039,0.0008635618,0.00005718125,0.0001025872,0.0001860025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004508382,0.000007060647,0.9995248,0.00000565655,0.00001930661,0.00001190599,0.000006150219,0.00002019872,0.00002513185,0.000002168986,0.00004791392,0.0002846393],"study_design_scores_gemma":[0.00000409005,0.0000357614,0.9997277,0.000004071311,0.00001448034,0.00005893557,0.00001642362,0.00006281699,0.00001160046,0.000006409795,0.00005667291,0.000001019814],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985287,0.0006151577,0.00004288446,0.00008821469,0.000007313892,0.000004657562,0.0004135907,0.000003211988,0.0002962826],"genre_scores_gemma":[0.9994161,0.0001133341,0.00003412172,0.00002334194,0.00001095522,0.000003517712,0.0003489025,6.041235e-7,0.00004906935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005616861,"threshold_uncertainty_score":0.01116836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0283437716679492,"score_gpt":0.3420836714018587,"score_spread":0.3137398997339095,"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."}}