{"id":"W4417035572","doi":"10.1001/jamasurg.2025.5288","title":"Home-Based Prehabilitation for Older Surgical Patients With Frailty","year":2025,"lang":"en","type":"article","venue":"JAMA Surgery","topic":"Frailty in Older Adults","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut du Savoir Montfort; University of Manitoba; South Health Campus; Ontario Medical Association; McMaster University; University of Calgary; Montfort Hospital; Ottawa Hospital; Health Sciences Centre; University of Toronto; St. Michael's Hospital; Sunnybrook Health Science Centre; Queen's University; Memorial University of Newfoundland; University of Alberta; University of British Columbia; Royal Columbian Hospital; McGill University; University of Ottawa","funders":"","keywords":"Prehabilitation; MEDLINE; Retrospective cohort study; Activities of daily living; Preoperative care","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002694518,0.0002946055,0.0005843238,0.000334358,0.0004020965,0.0004071708,0.0003214626,0.0006415203,0.003715642],"category_scores_gemma":[0.004607949,0.00009988973,0.0008893394,0.0003087349,0.0003403073,0.000314978,0.0004990068,0.0007895747,0.0001733311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004440535,"about_ca_system_score_gemma":0.001646998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001077813,"about_ca_topic_score_gemma":0.003026915,"domain_scores_codex":[0.9985673,0.000960206,0.0001556596,0.00008428368,0.0001347312,0.00009771354],"domain_scores_gemma":[0.9981622,0.0007392192,0.0005230753,0.00008031922,0.0001091156,0.0003860293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.141095,0.04120297,0.05739883,0.01739534,0.002395997,0.0001765746,0.0007930131,0.00185779,0.002937023,0.0005671167,0.002724705,0.7314556],"study_design_scores_gemma":[0.2535968,0.4753976,0.2427397,0.008079242,0.002592172,0.0003549115,0.001104458,0.002598141,0.002624446,0.001343485,0.009498429,0.00007069123],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9722643,0.0151001,0.001048048,0.00128805,0.0003609441,0.006255247,0.0003041899,0.00003919029,0.003339918],"genre_scores_gemma":[0.9876487,0.004582277,0.00243241,0.0005610767,0.0002612872,0.003886496,0.0001911886,0.000002686779,0.0004338827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003715642,"threshold_uncertainty_score":0.01425016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01372540607343241,"score_gpt":0.2718759303229299,"score_spread":0.2581505242494975,"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."}}