{"id":"W1999736589","doi":"10.3747/co.19.1006","title":"Malnutrition Screening Programs in Adult Cancer Patients: Clinical Practice is Hungry for Evidence","year":2012,"lang":"en","type":"article","venue":"Current Oncology","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Juravinski Cancer Centre","funders":"","keywords":"Medicine; Malnutrition; Cancer; Clinical Practice; Intensive care medicine; Family medicine; Bioinformatics; Pathology; Internal medicine; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.007369093,0.0002455864,0.0008902153,0.001033461,0.002018643,0.003733394,0.001107959,0.002257521,0.003118574],"category_scores_gemma":[0.05269001,0.0002874435,0.0003871824,0.002264701,0.001576977,0.002351622,0.001789922,0.002773208,0.000753982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004595362,"about_ca_system_score_gemma":0.01552863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06323472,"about_ca_topic_score_gemma":0.1669195,"domain_scores_codex":[0.9948462,0.001873645,0.0006770623,0.0003923848,0.001732054,0.0004785915],"domain_scores_gemma":[0.967192,0.009687879,0.003792566,0.0006615266,0.01377247,0.004893466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003607561,0.0004504706,0.1484296,0.003169035,0.0001410476,0.0009617722,0.004289589,0.0003753632,0.0009335423,0.001254356,0.1960885,0.6435459],"study_design_scores_gemma":[0.0007624052,0.001469201,0.6203208,0.03750399,0.0005012152,0.004212044,0.02951597,0.002049633,0.001663606,0.01484654,0.2868652,0.0002894358],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1019211,0.07277907,0.002392064,0.7884393,0.001742673,0.0005449866,0.0006059635,0.000309424,0.03126549],"genre_scores_gemma":[0.7204055,0.09570669,0.01720901,0.1580129,0.003783853,0.000549485,0.0008357641,0.0001334048,0.003363456],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06323472,"threshold_uncertainty_score":0.1257333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5640780974084665,"score_gpt":0.6082911724730725,"score_spread":0.04421307506460603,"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."}}