{"id":"W4310797150","doi":"10.1089/pmr.2022.0045","title":"Perspectives of Health Care Professionals on Multimodal Interventions for Cancer Cachexia","year":2022,"lang":"en","type":"article","venue":"Palliative Medicine Reports","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Psychological intervention; Cachexia; Medicine; Palliative care; Cancer cachexia; Cancer; Gerontology; Family medicine; Physical therapy; Nursing; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008943555,0.0001308626,0.0006056973,0.0002369465,0.0003565524,0.000001324325,0.00004285923,0.00002659015,0.001080363],"category_scores_gemma":[0.0004684774,0.0001037387,0.0001849954,0.0002210493,0.00009953793,0.00001999948,0.00003903563,0.0002946824,4.315137e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007046492,"about_ca_system_score_gemma":0.0005342269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004173149,"about_ca_topic_score_gemma":0.00004140606,"domain_scores_codex":[0.9979356,0.0001583959,0.000832992,0.0003337521,0.0005080641,0.0002311881],"domain_scores_gemma":[0.9982297,0.0001637408,0.0007695514,0.000213921,0.0004832105,0.0001398557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.002249031,0.006214169,0.3341257,0.0327062,0.0009461754,0.0003663183,0.4222736,0.000163519,0.00141346,0.00988747,0.1328436,0.05681077],"study_design_scores_gemma":[0.009531565,0.009348112,0.3922418,0.0195648,0.0003178472,0.0001240641,0.4947336,0.0002650158,0.0009294939,0.001206374,0.07131167,0.0004256289],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5015438,0.1689625,0.004257381,0.3013965,0.004530608,0.01205115,0.0005140795,0.0002653109,0.006478732],"genre_scores_gemma":[0.9937516,0.0002240439,0.001239117,0.00199901,0.0002697723,0.001197229,0.0001849064,0.00002303056,0.001111288],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4922079,"threshold_uncertainty_score":0.9998328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1516897238689075,"score_gpt":0.5181145632602052,"score_spread":0.3664248393912978,"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."}}