{"id":"W4413042252","doi":"10.1097/pcc.0000000000003806","title":"Early Rehabilitation Bundle in a Canadian PICU: Cost Analysis of Implementation in 2018–2020","year":2025,"lang":"en","type":"article","venue":"Pediatric Critical Care Medicine","topic":"Cerebral Palsy and Movement Disorders","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; McMaster University; University of British Columbia; Impact; Queen's University","funders":"","keywords":"Medicine; Activity-based costing; Pharmacy; Total cost; Rehabilitation; CAD; Pharmacist; Emergency medicine; Operations management; Medical emergency; Physical therapy; Nursing","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":[0.002586939,0.001064571,0.0007973083,0.003529184,0.001233773,0.001878646,0.002015743,0.0006969184,0.001681322],"category_scores_gemma":[0.0104204,0.0005607009,0.002044962,0.006766414,0.0004035325,0.0008182501,0.001488361,0.001299056,0.0001588874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0947561,"about_ca_system_score_gemma":0.05929825,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9809166,"about_ca_topic_score_gemma":0.9790374,"domain_scores_codex":[0.9948036,0.0004748542,0.0002780396,0.0002690533,0.002739662,0.001434709],"domain_scores_gemma":[0.9948396,0.0003333399,0.001433229,0.00009101862,0.002366245,0.0009365946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001773392,0.0004623771,0.9249862,0.0007144308,0.001089269,0.0002530331,0.0003915907,0.01218958,0.0002466288,0.001023766,0.007758094,0.0491116],"study_design_scores_gemma":[0.00006452334,0.0002224626,0.9904801,0.0001130064,0.0001902312,0.00005098321,0.0004562738,0.006932492,0.00008768273,0.00005932062,0.001317944,0.00002500684],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9764039,0.001298326,0.0005901246,0.001135866,0.00003555802,0.0004740776,0.01639395,0.00003832245,0.003629903],"genre_scores_gemma":[0.9828629,0.00124392,0.001899354,0.0003129029,0.00003026915,0.0003273095,0.01208915,0.0000154826,0.001218773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0947561,"threshold_uncertainty_score":0.6875068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01059256107106723,"score_gpt":0.3555651825124344,"score_spread":0.3449726214413671,"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."}}