{"id":"W2889934963","doi":"10.1001/jamasurg.2018.1645","title":"Effect of Exercise and Nutrition Prehabilitation on Functional Capacity in Esophagogastric Cancer Surgery","year":2018,"lang":"en","type":"article","venue":"JAMA Surgery","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":503,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal General Hospital; McGill University Health Centre","funders":"","keywords":"Prehabilitation; Medicine; Esophagogastric junction; Cancer surgery; Cancer; Physical therapy; Surgery; General surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.001432836,0.0006416169,0.001017721,0.0003641906,0.0004313442,0.000449691,0.0004386762,0.0008648438,0.002628804],"category_scores_gemma":[0.002735875,0.0002558698,0.001330728,0.0002539982,0.0004581816,0.0003485827,0.0004398723,0.0009520384,0.0001580826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007125835,"about_ca_system_score_gemma":0.001246614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001954959,"about_ca_topic_score_gemma":0.005941976,"domain_scores_codex":[0.9992663,0.0003559697,0.00008901754,0.00006775101,0.00007481289,0.0001461085],"domain_scores_gemma":[0.9985526,0.0004681266,0.0002794267,0.0000658155,0.00008710409,0.000546853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.7557641,0.08995407,0.03156852,0.001588317,0.001890179,0.00009492991,0.0001622385,0.0008105887,0.003702509,0.00007321023,0.000697552,0.1136938],"study_design_scores_gemma":[0.1439357,0.6986789,0.1528862,0.0001880085,0.001118771,0.00007158206,0.0001401939,0.0008225793,0.0014464,0.00006543847,0.0006173705,0.00002890936],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975066,0.0014442,0.00005280027,0.0001292468,0.00007007199,0.0004204371,0.0000434801,0.000005430399,0.0003277867],"genre_scores_gemma":[0.9975055,0.0007741768,0.0003937645,0.0001659084,0.0001291057,0.000614865,0.0001134808,0.000001502604,0.0003016865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002628804,"threshold_uncertainty_score":0.008794248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05396047641438825,"score_gpt":0.3182370293451576,"score_spread":0.2642765529307693,"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."}}