{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006865979,0.0002288132,0.0001980053,0.0004082725,0.002555456,0.001482461,0.0003577658,0.001709122,0.003987166],"category_scores_gemma":[0.01366589,0.0001902899,0.000402723,0.0004196529,0.001535233,0.0009200379,0.001774095,0.001552844,0.000297233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001730355,"about_ca_system_score_gemma":0.005383398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005839084,"about_ca_topic_score_gemma":0.007564758,"domain_scores_codex":[0.9926376,0.005425517,0.0001925422,0.0001599368,0.0006757631,0.0009085732],"domain_scores_gemma":[0.9893596,0.005607741,0.001290537,0.0001343263,0.001391005,0.002216836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00068365,0.0009316687,0.2452497,0.00426562,0.0002301645,0.005985303,0.334371,0.0004068186,0.004991814,0.004543523,0.06759798,0.3307427],"study_design_scores_gemma":[0.0003340213,0.001746411,0.163537,0.006709332,0.0003020344,0.003844027,0.6047182,0.0006574443,0.001414449,0.00422612,0.2123805,0.0001305537],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7036838,0.02676012,0.001395292,0.2261313,0.0007740636,0.0002216061,0.0001284759,0.00002832522,0.04087697],"genre_scores_gemma":[0.9564905,0.01431841,0.00123264,0.02617892,0.0004400608,0.0001526247,0.00004879789,0.000006745128,0.001131464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006865979,"threshold_uncertainty_score":0.03631121,"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."}}