{"id":"W3036174821","doi":"10.1001/jamasurg.2020.1816","title":"Prehabilitation vs Postoperative Rehabilitation for Frail Patients","year":2020,"lang":"en","type":"letter","venue":"JAMA Surgery","topic":"Frailty in Older Adults","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Prehabilitation; Medicine; Rehabilitation; Physical therapy; Quality of life (healthcare); General surgery; Nursing","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":[0.003140966,0.000582747,0.001052062,0.0008221078,0.002907699,0.002295627,0.001659868,0.03300681,0.009014293],"category_scores_gemma":[0.02819219,0.0005713453,0.001136489,0.0008591663,0.001729186,0.002657552,0.001229253,0.02783144,0.006426337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003702557,"about_ca_system_score_gemma":0.00383254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007703786,"about_ca_topic_score_gemma":0.01027269,"domain_scores_codex":[0.9979439,0.0006283559,0.0003107636,0.0002303418,0.0005836617,0.0003030345],"domain_scores_gemma":[0.9897615,0.005857854,0.000782084,0.000182033,0.002119413,0.001297074],"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":[0.00005044621,0.00001463673,0.0005279324,0.00004341931,0.00000792261,0.0005042844,0.00007222806,0.00001855653,0.00005629608,0.0004349739,0.9944677,0.003801639],"study_design_scores_gemma":[0.0001833237,0.0001275951,0.003465535,0.0007059214,0.00006504379,0.002819221,0.0008670363,0.000372272,0.0003509534,0.003518532,0.9874129,0.0001114817],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002866473,0.0009956604,0.00002731093,0.9757326,0.02188517,0.000007979489,0.00005295755,0.00001663373,0.0009950786],"genre_scores_gemma":[0.002592683,0.001025862,0.00006699289,0.957858,0.03556394,0.00002651441,0.00003062041,0.00001631469,0.002819114],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03300681,"threshold_uncertainty_score":0.03015578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02091173810034757,"score_gpt":0.2654427455989948,"score_spread":0.2445310074986472,"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."}}