{"id":"W3021701816","doi":"10.1097/aln.0000000000003331","title":"Prehabilitation for the Anesthesiologist","year":2020,"lang":"en","type":"review","venue":"Anesthesiology","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Montreal General Hospital","funders":"","keywords":"Prehabilitation; Medicine; Anesthesiology; Intensive care medicine; Anesthesia; Physical therapy","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":[0.000566725,0.0007944809,0.001197354,0.002577376,0.0003609546,0.00106034,0.0008372738,0.0009073322,0.009151972],"category_scores_gemma":[0.002015286,0.000148933,0.0009312978,0.001792038,0.0004401024,0.0009162421,0.0007211671,0.001367789,0.001799023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005400751,"about_ca_system_score_gemma":0.001555082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001686778,"about_ca_topic_score_gemma":0.004805792,"domain_scores_codex":[0.9996992,0.00006079195,0.00006778729,0.00004607652,0.0001028455,0.00002327266],"domain_scores_gemma":[0.9988355,0.0007517365,0.0001647778,0.00002284725,0.0001825348,0.00004264791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005031467,0.00005211809,0.0003225036,0.04770539,0.0001835332,0.00007345722,0.00005014858,0.0001426232,0.0002927341,0.001524099,0.02118574,0.9284173],"study_design_scores_gemma":[0.00004862238,0.000147065,0.005058716,0.08143874,0.0008404252,0.002043321,0.0001806868,0.0001253681,0.0003506299,0.002778334,0.9069567,0.00003136409],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008582861,0.9983393,0.00007184454,0.0002864216,0.0001632457,0.000006703717,0.00002526034,0.000006051009,0.001015337],"genre_scores_gemma":[0.0008255653,0.9985161,0.00009648339,0.000170966,0.0001060986,0.000007426765,0.00002971559,0.000001078901,0.0002465649],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009151972,"threshold_uncertainty_score":0.0306164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08883764887951477,"score_gpt":0.3880362682919482,"score_spread":0.2991986194124334,"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."}}