{"id":"W4402721291","doi":"10.1002/ncp.11211","title":"Poor nutrition status associated with low patient satisfaction six months into treatment for head and neck/esophageal cancer treatment: A prospective multicenter cohort study","year":2024,"lang":"en","type":"article","venue":"Nutrition in Clinical Practice","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Canadian Nutrition Society; Queen's University","funders":"University of Alberta; Alberta Health Services","keywords":"Medicine; Head and neck cancer; Esophageal cancer; Prospective cohort study; Head and neck; Cohort; Cohort study; Cancer; Internal medicine; Surgery","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001484072,0.0004091174,0.0004636848,0.0006098144,0.0008898582,0.001049082,0.0004088441,0.000597503,0.001764118],"category_scores_gemma":[0.002537169,0.0004575941,0.0008592518,0.001034833,0.0003579106,0.0006107777,0.0006269699,0.0009517768,0.0003464339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004277829,"about_ca_system_score_gemma":0.0005205038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007932765,"about_ca_topic_score_gemma":0.0077366,"domain_scores_codex":[0.9991837,0.0002830227,0.00006605654,0.0001593806,0.0001375419,0.0001702223],"domain_scores_gemma":[0.9980034,0.0002230782,0.000778952,0.0001832534,0.0002682599,0.0005430662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000187391,0.00008165596,0.9990892,0.000003138936,0.00004596925,0.00004243821,0.00007682302,0.000009412979,0.0000713562,0.000003437162,0.00008397101,0.0003052731],"study_design_scores_gemma":[0.00002891833,0.0003305364,0.9989055,0.000003828896,0.00004119055,0.0001630053,0.0002705419,0.0001109601,0.00002919302,0.00000500994,0.000105737,0.000005519481],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995179,0.00005471711,0.00003370435,0.00002732646,0.000005036944,0.00001432554,0.0002308598,0.000001475889,0.0001147678],"genre_scores_gemma":[0.9993437,0.00003804419,0.000047626,0.0000376535,0.000008070167,0.00001935244,0.0004029855,0.000001811601,0.0001007337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007932765,"threshold_uncertainty_score":0.01577318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05294185332877604,"score_gpt":0.4546676902627102,"score_spread":0.4017258369339342,"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."}}