{"id":"W2911782704","doi":"10.1001/jamasurg.2018.5593","title":"Considerations in Prehabilitation for Esophagogastric Cancer Surgery—Reply","year":2019,"lang":"en","type":"letter","venue":"JAMA Surgery","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; McGill University; Montreal General Hospital","funders":"","keywords":"Medicine; Prehabilitation; Esophagogastric junction; Cancer surgery; General surgery; MEDLINE; Surgery; Cancer; Physical therapy; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001102448,0.0002763073,0.001093309,0.001239488,0.00008606194,0.00006024477,0.00003656028,0.0006186917,0.0006479311],"category_scores_gemma":[0.002781546,0.000284865,0.0004319346,0.0003629221,0.00005391353,0.0001608016,0.00001413562,0.001143838,0.00006237081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000437037,"about_ca_system_score_gemma":0.001792416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002684863,"about_ca_topic_score_gemma":0.00002812442,"domain_scores_codex":[0.9973254,0.0001951276,0.001022683,0.0005319024,0.0003652071,0.0005596525],"domain_scores_gemma":[0.9834639,0.01534444,0.0003518542,0.0004005669,0.0003586924,0.00008053832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006198746,0.0000558379,0.121156,0.003609309,0.00002920245,0.0001143201,0.00008236962,0.000003377207,0.000008893021,0.00001361507,0.8731515,0.00171359],"study_design_scores_gemma":[0.000862686,0.00002587012,0.05348394,0.002171831,0.00007190903,0.00004863826,0.00002888343,0.00008426331,0.00003680351,0.0005760166,0.942334,0.0002751494],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01226316,0.002198343,0.00005018471,0.9801818,0.002842413,0.001869075,0.0002722603,0.00009987728,0.0002229163],"genre_scores_gemma":[0.01330834,0.0004245744,0.0008181783,0.9740362,0.005754245,0.001403199,0.001534318,0.00009571503,0.002625296],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06918249,"threshold_uncertainty_score":0.9999604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1011028031966783,"score_gpt":0.3593149970530107,"score_spread":0.2582121938563324,"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."}}