{"id":"W4417196679","doi":"10.1503/cjs.010425","title":"Personalized prehabilitation: a health promotion tool to improve surgical outcomes","year":2025,"lang":"en","type":"review","venue":"Canadian Journal of Surgery","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Prehabilitation; Perioperative; Health care; MEDLINE; Promotion (chess); Health promotion; Relevance (law); Perioperative medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002399436,0.0004934675,0.004680275,0.002475484,0.0001143652,0.00007351166,0.0001825702,0.0003516949,0.0003622899],"category_scores_gemma":[0.003101881,0.0003889638,0.002512599,0.0009952051,0.00009105295,0.0001894531,0.00001962242,0.0008239041,0.0000300372],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001799734,"about_ca_system_score_gemma":0.03894627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003356586,"about_ca_topic_score_gemma":0.0004874642,"domain_scores_codex":[0.9956565,0.0004770687,0.002292773,0.0004147192,0.0004694076,0.0006895326],"domain_scores_gemma":[0.9938654,0.002364383,0.00107062,0.0004572987,0.0005110398,0.001731247],"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":[0.00004230375,0.0000701491,0.002029225,0.02863222,0.0004268406,0.001186981,0.0001023645,3.380442e-7,9.625124e-8,0.00002661918,0.02486554,0.9426173],"study_design_scores_gemma":[0.0002598136,0.000211691,0.0005811601,0.05658548,0.0003931328,0.001120387,0.00002068877,1.654481e-7,4.639077e-7,0.00001395407,0.9405186,0.0002945167],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007570098,0.9901948,0.00007316728,0.003331017,0.004013298,0.001253484,0.0001555104,0.00001843876,0.00020329],"genre_scores_gemma":[0.00008432457,0.9923673,0.0006183941,0.0006482142,0.0007320942,0.0001001801,0.0000780948,0.00007227239,0.00529908],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9423228,"threshold_uncertainty_score":0.9998562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0603443169640708,"score_gpt":0.3568081000788964,"score_spread":0.2964637831148256,"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."}}