{"id":"W4415215253","doi":"10.1007/s13304-025-02437-1","title":"Validation of the six-minute walking test as a measure of postoperative recovery after pancreatic surgery","year":2025,"lang":"en","type":"article","venue":"Updates in Surgery","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Pancreas Centre (Canada)","funders":"Ministero della Salute","keywords":"Construct validity; Prospective cohort study; Psychological intervention; Cohort study; Test (biology); Predictive validity; Observational study; Cohort","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":[0.01019138,0.0007574878,0.0006443863,0.001054528,0.0004211574,0.001953002,0.001186496,0.001320332,0.0007550177],"category_scores_gemma":[0.02398177,0.000309236,0.0009292357,0.0007536189,0.0007914871,0.001172389,0.0009670766,0.00147442,0.0005142174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004040907,"about_ca_system_score_gemma":0.00114165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002551247,"about_ca_topic_score_gemma":0.004984468,"domain_scores_codex":[0.9934262,0.002270232,0.0009817188,0.0006094038,0.00237916,0.0003332077],"domain_scores_gemma":[0.9855257,0.004738036,0.002183591,0.0009042418,0.006058638,0.0005899066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001228504,0.00124026,0.9129774,0.0003098312,0.0006074201,0.0001014471,0.0006937756,0.0005368693,0.003964555,0.0003124003,0.002715845,0.07531163],"study_design_scores_gemma":[0.00009238155,0.00286353,0.9854565,0.0004003308,0.000237993,0.0003198624,0.0006752066,0.002528445,0.002443179,0.0002721903,0.004649356,0.00006090543],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798387,0.003171716,0.006130451,0.001179623,0.001260614,0.0003329348,0.001025248,0.00008856858,0.006972304],"genre_scores_gemma":[0.9838554,0.001747909,0.009478623,0.0006823768,0.0003557188,0.0003423948,0.001611741,0.00004373382,0.001882197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01019138,"threshold_uncertainty_score":0.0538978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02097398789363942,"score_gpt":0.2906259642713293,"score_spread":0.2696519763776898,"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."}}