{"id":"W1698012405","doi":"10.1002/bjs.9582","title":"Consensus guidelines for enhanced recovery after gastrectomy","year":2014,"lang":"en","type":"article","venue":"British journal of surgery","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":746,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Gastrectomy; General surgery; MEDLINE; Intensive care medicine; Surgery; Internal medicine; Cancer","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":[],"consensus_categories":[],"category_scores_codex":[0.002170038,0.0002073369,0.001006816,0.0003197216,0.00006034569,0.00007062919,0.00008519701,0.0001455007,0.0001860275],"category_scores_gemma":[0.007696692,0.000219478,0.0009075013,0.0001985687,0.0000850416,0.0001971633,0.00002451055,0.0003010836,0.0000155696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007234887,"about_ca_system_score_gemma":0.0003406738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001370034,"about_ca_topic_score_gemma":0.00001214602,"domain_scores_codex":[0.9973257,0.0001218695,0.001453029,0.000251826,0.0004050932,0.0004425071],"domain_scores_gemma":[0.9948452,0.00206859,0.0006589275,0.0002162552,0.001919841,0.0002911641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.004762298,0.0002595373,0.01426888,0.0003792027,0.0003818001,0.001641103,0.00001916391,0.00005504778,0.016382,0.000002121048,0.2595145,0.7023343],"study_design_scores_gemma":[0.0122423,0.002360564,0.2880341,0.0396773,0.00138239,0.1177988,0.0003070698,0.0002715643,0.2490267,0.002444598,0.2837878,0.002666828],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9770707,0.003804557,0.01399573,0.00143852,0.002933656,0.0002053769,0.00003094635,0.00003893633,0.0004815875],"genre_scores_gemma":[0.9757862,0.001856232,0.01548419,0.002925818,0.002687362,0.00003540852,0.00001318889,0.00007650314,0.001135082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6996675,"threshold_uncertainty_score":0.9214215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04715896125746935,"score_gpt":0.3005469732079069,"score_spread":0.2533880119504375,"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."}}