{"id":"W3145296431","doi":"10.1002/ncp.10655","title":"Malnourished lung cancer patients have poor baseline functional capacity but show greatest improvements with multimodal prehabilitation","year":2021,"lang":"en","type":"article","venue":"Nutrition in Clinical Practice","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; University of Calgary; McGill University","funders":"","keywords":"Medicine; Prehabilitation; Malnutrition; Confidence interval; Internal medicine; Hypoproteinemia; Clinical nutrition; Physical therapy","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":[0.0002500766,0.0001774703,0.0002897608,0.0002411909,0.0002322172,0.000217689,0.00009396929,0.0002121595,0.002002988],"category_scores_gemma":[0.0009540697,0.0000663562,0.0002261131,0.0002626552,0.0001557496,0.0002205023,0.0002955029,0.0001989237,0.0001824753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000117038,"about_ca_system_score_gemma":0.0001480696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007679859,"about_ca_topic_score_gemma":0.002130616,"domain_scores_codex":[0.9998626,0.0000308726,0.00001754929,0.00002809476,0.00002931544,0.00003159473],"domain_scores_gemma":[0.999549,0.00008169992,0.000225228,0.00001653176,0.00004096092,0.00008652502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005126037,0.0001424445,0.9886286,0.00004761625,0.00006453368,0.0000804843,0.00008438044,0.00007764786,0.002194084,0.000008578068,0.00009783237,0.00806122],"study_design_scores_gemma":[0.000009334178,0.0002986414,0.9991786,0.000005035954,0.00001462813,0.0001349586,0.00006926335,0.00005953816,0.0001377937,0.000008150659,0.00008244791,0.000001552184],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995696,0.0001555542,0.00004842922,0.00002471961,0.00000253577,0.000004491544,0.0000696611,0.000001921558,0.000123039],"genre_scores_gemma":[0.9996504,0.00004557411,0.00007565628,0.00001792113,0.000005236483,0.000006169703,0.0001112985,4.686352e-7,0.00008718538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002002988,"threshold_uncertainty_score":0.006700635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07597781863668114,"score_gpt":0.423481217268387,"score_spread":0.3475033986317059,"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."}}