{"id":"W3124004227","doi":"10.1016/j.clnesp.2021.01.009","title":"Myosteatosis is prognostic in metastatic melanoma treated with nivolumab","year":2021,"lang":"en","type":"article","venue":"Clinical Nutrition ESPEN","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital; University of Alberta","funders":"Bristol-Myers Squibb Canada; University of Alberta; Alberta Cancer Foundation","keywords":"Medicine; Nivolumab; Metastatic melanoma; Oncology; Melanoma; Internal medicine; Cancer research; Cancer; Immunotherapy","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003749752,0.0002468751,0.0003097139,0.0004349725,0.0002302447,0.0005329532,0.000166901,0.000373856,0.00234707],"category_scores_gemma":[0.001725368,0.0001304946,0.0003264131,0.0003477131,0.0001773011,0.0003272815,0.0002216788,0.0004776969,0.0003295813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002508783,"about_ca_system_score_gemma":0.0001574281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009117767,"about_ca_topic_score_gemma":0.002081159,"domain_scores_codex":[0.9997672,0.00006093098,0.00002329451,0.00004771876,0.0000513105,0.00004956073],"domain_scores_gemma":[0.9993386,0.0001784431,0.000242894,0.00002745105,0.00008665973,0.0001260572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0024012,0.00009812866,0.9691297,0.00003944933,0.0001437476,0.0005704778,0.00004040364,0.0001492652,0.003138263,0.00004005147,0.0006939449,0.02355527],"study_design_scores_gemma":[0.00005366747,0.0004918043,0.9929025,0.00005455073,0.0001564496,0.002754499,0.0001386718,0.0008151786,0.0007509089,0.0001795328,0.001692236,0.00001007135],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940025,0.002521822,0.0001406563,0.0003066596,0.00005656734,0.000009330047,0.0001568843,0.00001743762,0.002788207],"genre_scores_gemma":[0.9987049,0.0003120451,0.0001125293,0.00007810507,0.00005418736,0.000003872642,0.0001760336,0.000003807319,0.0005544171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00234707,"threshold_uncertainty_score":0.007851779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04747941823865005,"score_gpt":0.3367567896257028,"score_spread":0.2892773713870527,"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."}}