{"id":"W4403209565","doi":"10.4187/respcare.11780","title":"Family-Led Coaching of Patients During Weaning From Sedation and Mechanical Ventilation in the ICU","year":2024,"lang":"en","type":"article","venue":"Respiratory Care","topic":"Family and Patient Care in Intensive Care Units","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Calgary; Alberta Health Services","funders":"","keywords":"Medicine; Mechanical ventilation; Sedation; Weaning; Coaching; Ventilator weaning; Anesthesia; Emergency medicine; Intensive care medicine; Internal medicine","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":[0.00244144,0.0002415083,0.000214446,0.0004023557,0.001562654,0.0004816173,0.0005613126,0.0003391052,0.002549081],"category_scores_gemma":[0.01281696,0.0001856381,0.0002312938,0.0002172265,0.0004063418,0.0004297509,0.001182284,0.0004842807,0.000304798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001470116,"about_ca_system_score_gemma":0.003279032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007373284,"about_ca_topic_score_gemma":0.01500848,"domain_scores_codex":[0.9978124,0.001636477,0.00007768953,0.000129231,0.0001302416,0.0002140054],"domain_scores_gemma":[0.9952146,0.001555471,0.0008749393,0.0002054079,0.0004704313,0.001679141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001504952,0.004991541,0.6301682,0.0004165232,0.0001092002,0.001453033,0.04425083,0.00102998,0.002441827,0.000103607,0.009065754,0.3044645],"study_design_scores_gemma":[0.0008732351,0.01259441,0.8697786,0.0006837359,0.0001730842,0.003429714,0.07882373,0.007077719,0.003540917,0.0006140699,0.02226202,0.0001486666],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977046,0.0001219673,0.0004346374,0.0004894527,0.00001327769,0.0001842076,0.0000328222,0.00001812539,0.001000984],"genre_scores_gemma":[0.9975799,0.0001787028,0.001576736,0.0001563138,0.00001224121,0.0001536761,0.00003371981,0.000002455487,0.0003063112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007373284,"threshold_uncertainty_score":0.01466072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05380940045848549,"score_gpt":0.3597510545234431,"score_spread":0.3059416540649576,"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."}}