{"id":"W4297227086","doi":"10.3390/curroncol29100546","title":"Impact of Nutrition Counseling in Head and Neck Cancer Sufferers Undergoing Antineoplastic Therapy: A Randomized Controlled Pilot Study","year":2022,"lang":"en","type":"article","venue":"Current Oncology","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Anxiety; Depression (economics); Calorie; Head and neck cancer; Population; Cancer; Head and neck; Internal medicine; Quality of life (healthcare); Physical therapy; Radiation therapy; Surgery; Psychiatry; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001834991,0.0009871216,0.002702106,0.0007026293,0.0008381511,0.0005671786,0.0008271596,0.002087217,0.005668102],"category_scores_gemma":[0.0016606,0.0006303438,0.001626579,0.0006142397,0.001063497,0.0006799171,0.0006013219,0.001814919,0.0003541493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005907496,"about_ca_system_score_gemma":0.001545515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001882512,"about_ca_topic_score_gemma":0.003544342,"domain_scores_codex":[0.9990565,0.0004734704,0.00008554808,0.0001473016,0.0001026583,0.0001345347],"domain_scores_gemma":[0.9986738,0.0004284605,0.0002062308,0.00009189181,0.0001048419,0.0004948314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8418803,0.1326235,0.001424423,0.001124756,0.0007854946,0.00006946574,0.0001146694,0.0001488295,0.001790025,0.00004681061,0.0002354415,0.01975626],"study_design_scores_gemma":[0.5718845,0.4210372,0.005528125,0.00004927911,0.0006013159,0.00001521393,0.00007081818,0.000216722,0.0002655612,0.00003429237,0.000284374,0.00001268207],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913158,0.001513401,0.0002305623,0.0001642024,0.0002585801,0.005846175,0.0001969967,0.0000348193,0.0004393492],"genre_scores_gemma":[0.9798353,0.002480132,0.002051659,0.0005824044,0.0005047746,0.01292092,0.00031814,0.000007666336,0.001299064],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005668102,"threshold_uncertainty_score":0.01896167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1189998808662605,"score_gpt":0.4622348001760557,"score_spread":0.3432349193097952,"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."}}