{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001283965,0.0001050275,0.000421687,0.0005710251,0.00004990628,0.00000782538,0.00001222184,0.0001026008,0.0001767416],"category_scores_gemma":[0.0005944807,0.00009541933,0.00009002424,0.000392536,0.000116302,0.0001189091,0.000007253555,0.0001545291,0.000009932354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000113932,"about_ca_system_score_gemma":0.00009075611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001434555,"about_ca_topic_score_gemma":0.000009890222,"domain_scores_codex":[0.9988308,0.0001703811,0.0003695631,0.0002093216,0.0002348512,0.0001850684],"domain_scores_gemma":[0.9971281,0.002410253,0.000111108,0.000117392,0.0001331252,0.0001000096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003867682,0.000323238,0.9279333,0.003689187,0.000008733388,0.000007464664,0.0001537634,7.625905e-7,0.0008164528,0.00002827033,0.01242361,0.05074751],"study_design_scores_gemma":[0.001541228,0.0003290165,0.9811576,0.004439027,0.00002846601,0.00001240311,0.00003793837,0.000125201,0.01156634,0.000120496,0.0005533314,0.00008894802],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967709,0.0008467344,0.00001187059,0.001286137,0.0005135164,0.0004364396,0.00001500279,0.00002958609,0.00008979969],"genre_scores_gemma":[0.998432,0.0006328787,0.00007310379,0.0002523065,0.0003699235,0.0001689411,0.00002844092,0.00001153071,0.00003091196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05322428,"threshold_uncertainty_score":0.3891087,"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."}}