{"id":"W4286516506","doi":"10.1002/hsr2.738","title":"Supervised preoperative walking on increasing early postoperative stamina and mobility in older adults with frailty traits: A pilot and feasibility study","year":2022,"lang":"en","type":"article","venue":"Health Science Reports","topic":"Frailty in Older Adults","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Alfred P. Sloan Foundation; University of Massachusetts Medical School; Anesthesia Patient Safety Foundation","keywords":"Coaching; Medicine; Physical therapy; Intervention (counseling); Physical medicine and rehabilitation; Gerontology; Psychology; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003063267,0.0009966594,0.0006881495,0.0004675152,0.0006504057,0.0003857658,0.0005006779,0.000817893,0.002081687],"category_scores_gemma":[0.00281549,0.0003698787,0.001096107,0.0003087423,0.0006301744,0.0006941781,0.0006617981,0.001061689,0.0003300589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004623067,"about_ca_system_score_gemma":0.001754052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002196644,"about_ca_topic_score_gemma":0.00364161,"domain_scores_codex":[0.998713,0.0006860519,0.00009177316,0.0001147144,0.0001312187,0.0002632457],"domain_scores_gemma":[0.9978668,0.0006369957,0.0002529614,0.0001961526,0.0002265634,0.0008205034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.1815811,0.6212103,0.09898774,0.0006188742,0.0006775193,0.0003053375,0.001231096,0.0007400782,0.01043979,0.0001159426,0.0009356706,0.08315667],"study_design_scores_gemma":[0.03511735,0.8357909,0.1268619,0.00004154474,0.0002144844,0.0000664168,0.0002666302,0.0005130604,0.0006577835,0.00005878947,0.0003886757,0.0000224244],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982383,0.00005468934,0.0001531359,0.00005154018,0.00001505059,0.001193273,0.00008035141,0.000007108689,0.0002066371],"genre_scores_gemma":[0.9953558,0.0001541613,0.001324222,0.0001470346,0.00005509577,0.002495892,0.0001973923,0.000002826408,0.0002675799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003063267,"threshold_uncertainty_score":0.01620024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04521599138254038,"score_gpt":0.3444872646814788,"score_spread":0.2992712732989384,"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."}}