{"id":"W4388075591","doi":"10.29390/001c.89103","title":"Exploring factors affecting the timely transition of ventilator assisted individuals in Ontario from acute to long-term care: Perspectives of healthcare professionals","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Respiratory Therapy","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Toronto; West Park Healthcare Centre","funders":"","keywords":"Referral; Facilitator; Nursing; Health care; Acute care; Medicine; Business; Psychology; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0004304163,0.0001688635,0.0004873514,0.0009768002,0.0001086838,0.00001228094,0.0001637566,0.00008776876,0.0001122405],"category_scores_gemma":[0.0004198673,0.0001285606,0.0002283075,0.0005974763,0.000101596,0.0001506797,0.000007896742,0.0005167754,0.000001891737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006192242,"about_ca_system_score_gemma":0.002800758,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02667821,"about_ca_topic_score_gemma":0.248799,"domain_scores_codex":[0.998409,0.0002631905,0.0005226605,0.0001680866,0.0003555044,0.0002815523],"domain_scores_gemma":[0.9960601,0.0002075123,0.0003398801,0.000172279,0.002907787,0.0003124812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004285326,0.00004228444,0.7351681,0.0000565175,0.0005004307,0.0002525861,0.2436089,0.00001310235,0.01557215,0.000007847741,0.0001954947,0.004154054],"study_design_scores_gemma":[0.001120522,0.0007646459,0.862218,0.001309193,0.00005460386,0.000006697911,0.1149483,1.452633e-7,0.01932777,0.000007483838,0.000149701,0.00009293134],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956465,0.00167132,0.0000083532,0.001631644,0.0003378362,0.0005697191,0.000104092,0.00000639777,0.00002418148],"genre_scores_gemma":[0.9979921,0.00003481788,0.00001917598,0.001811753,0.00006527019,0.0000103424,0.00002454591,0.00003106333,0.00001093682],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2221208,"threshold_uncertainty_score":0.9798032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09984687890726061,"score_gpt":0.3331829376131131,"score_spread":0.2333360587058524,"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."}}