{"id":"W2761654623","doi":"10.1093/annonc/mdx388.037","title":"Current perspectives of healthcare providers on weight loss and supportive nutritional care in cancer patients","year":2017,"lang":"en","type":"article","venue":"Annals of Oncology","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Weight loss; Malnutrition; Discontinuation; Quality of life (healthcare); Wasting; Cachexia; Cancer; Weight management; Distress; Palliative care; Internal medicine; Obesity; Nursing","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":[0.006030166,0.0001782162,0.0004977998,0.0006832731,0.002404815,0.004983631,0.0006447299,0.002521886,0.007111389],"category_scores_gemma":[0.02393049,0.0002255894,0.0005442384,0.001289653,0.001349915,0.002956997,0.002409849,0.003695679,0.0004643801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003430616,"about_ca_system_score_gemma":0.008896836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01129758,"about_ca_topic_score_gemma":0.03353555,"domain_scores_codex":[0.9945626,0.002944892,0.0003798672,0.0002413957,0.0008865922,0.0009846365],"domain_scores_gemma":[0.9800291,0.007001717,0.002831259,0.0001518896,0.003482,0.00650418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0009326097,0.0009880941,0.1737922,0.002864836,0.0003596489,0.001974891,0.02403694,0.0003565664,0.0007246832,0.0232076,0.2626216,0.5081403],"study_design_scores_gemma":[0.0005963412,0.0008849757,0.1751134,0.01853066,0.0006011651,0.002174243,0.2203575,0.0006478669,0.0004855271,0.01896957,0.5613866,0.0002522226],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.06725831,0.1038868,0.0002459554,0.796941,0.004645424,0.00002132573,0.0002140604,0.000009676642,0.02677738],"genre_scores_gemma":[0.6238956,0.18681,0.001167982,0.1758615,0.009461879,0.00008145742,0.0003604813,0.00001879166,0.00234236],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01129758,"threshold_uncertainty_score":0.03189099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1181305947736017,"score_gpt":0.493572153001959,"score_spread":0.3754415582283573,"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."}}