{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000548071,0.00005322632,0.0001309707,0.00003135123,0.00004469548,0.000004195808,0.00001456113,0.00003102595,0.0002770073],"category_scores_gemma":[0.000006134302,0.00004242558,0.000007649909,0.00009322374,0.0001021434,0.00003485191,0.000009302109,0.00008451976,0.000002991166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001338233,"about_ca_system_score_gemma":0.00007411171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009233224,"about_ca_topic_score_gemma":0.002376557,"domain_scores_codex":[0.9995312,0.0000110406,0.0000844001,0.000137245,0.00009969161,0.0001364184],"domain_scores_gemma":[0.9997217,0.000005886581,0.00002659424,0.00006463204,0.00008984166,0.00009133924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001963832,0.00004379603,0.9942582,0.00006660738,0.00000812856,0.000002549965,0.0002397624,1.831708e-7,0.0001083856,0.00001341353,0.0006833823,0.004379185],"study_design_scores_gemma":[0.002388674,0.0001234793,0.9943391,0.0001628057,0.00001570035,5.704738e-7,0.00001597107,0.00005142996,0.0004639275,0.00001828787,0.002366868,0.00005318118],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981125,0.0002920328,0.000003769346,0.0005160535,0.0001789871,0.0002303441,0.00001553445,0.00001726252,0.000633506],"genre_scores_gemma":[0.99791,0.000109099,0.00009497607,0.001584762,0.0001987958,0.00003392078,0.000004075809,0.000006830508,0.00005750471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004326004,"threshold_uncertainty_score":0.3033035,"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."}}