{"id":"W3210087598","doi":"10.1007/s40140-021-00491-0","title":"Introduction to Pre-operative Exercise Prescription and Physical Activity Promotion for Clinicians and Exercise Professionals","year":2021,"lang":"en","type":"article","venue":"Current anesthesiology reports","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University of Toronto; McGill University; Ted Rogers Centre for Heart Research; University Health Network","funders":"","keywords":"Prehabilitation; Medicine; Exercise prescription; Context (archaeology); Physical therapy; Anesthesiology; Quality of life (healthcare); Medical prescription; Physical medicine and rehabilitation; Nursing; Anesthesia","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":[0.0004468609,0.0001535881,0.0005202312,0.00006214115,0.0001617201,0.000009457566,0.00001156055,0.0001138061,0.000007968244],"category_scores_gemma":[0.000231921,0.0001244925,0.00006888898,0.00009466655,0.00006276523,0.0001052321,0.00003570444,0.0001889814,0.000002239443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005897553,"about_ca_system_score_gemma":0.0002850866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006997589,"about_ca_topic_score_gemma":0.000003492037,"domain_scores_codex":[0.9986097,0.000111349,0.0002881959,0.0006083109,0.0001212711,0.0002612275],"domain_scores_gemma":[0.9990741,0.00005658174,0.0001453099,0.0002248053,0.000191953,0.0003072634],"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":[0.002602256,0.002651248,0.09596794,0.002494586,0.00001740933,0.0001322087,0.003242539,0.000001993071,0.00931661,0.00004533887,0.009123608,0.8744043],"study_design_scores_gemma":[0.001171075,0.001809089,0.9574711,0.00118985,0.0003044329,0.002158449,0.000404706,0.0001739132,0.01590247,0.0004170539,0.0187293,0.0002686075],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901265,0.001125289,0.00007038015,0.004914758,0.0009966092,0.002711099,0.000005271216,0.00003953587,0.00001058909],"genre_scores_gemma":[0.9965429,0.000672348,0.0002852615,0.0001489964,0.001062131,0.0006265035,0.0001404971,0.00001599601,0.0005053995],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8741357,"threshold_uncertainty_score":0.5076658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04160673212188974,"score_gpt":0.4111235732676535,"score_spread":0.3695168411457638,"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."}}