{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003184284,0.0001082497,0.0001558743,0.0001418847,0.0002311602,0.00001540527,0.00009786437,0.0001541856,0.00002170632],"category_scores_gemma":[0.0006279646,0.00008478029,0.00004350961,0.0002117194,0.00002405364,0.0001433179,0.00007116338,0.0004857668,0.00001357673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001356817,"about_ca_system_score_gemma":0.0000801988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001313929,"about_ca_topic_score_gemma":0.0001160628,"domain_scores_codex":[0.998319,0.0006108254,0.0004148744,0.0002256634,0.0002585497,0.0001710326],"domain_scores_gemma":[0.9982475,0.001043085,0.0001010738,0.000177417,0.0003989657,0.00003195656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003205008,0.00004518461,0.815697,0.001969545,0.0000573403,0.00004380825,0.1111488,0.00005649688,0.05101574,0.002856695,0.002087933,0.01470104],"study_design_scores_gemma":[0.0009740227,0.000152624,0.9047966,0.003387127,0.00004775128,1.625723e-7,0.07839493,0.0001241873,0.001683636,0.0001770085,0.0100693,0.000192673],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959289,0.001091616,0.00008090556,0.00002753233,0.001432221,0.0004499895,0.0001165961,0.0000409042,0.0008313596],"genre_scores_gemma":[0.9986247,0.00001340959,0.00002767449,0.0009858371,0.0001390875,0.00003587275,0.0001487023,0.00001716622,0.000007502542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08909965,"threshold_uncertainty_score":0.345724,"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."}}