{"id":"W2051883878","doi":"10.1016/j.jcrc.2014.07.023","title":"Prolonged mechanical ventilation in Canadian intensive care units: A national survey","year":2014,"lang":"en","type":"article","venue":"Journal of Critical Care","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre; Toronto East General Hospital; Toronto General Hospital; University of Toronto; University Health Network; Sunnybrook Health Science Centre; Western University; St. Michael's Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Weaning; Mechanical ventilation; Intensive care unit; Emergency medicine; Rehabilitation; Ventilation (architecture); Medical emergency; Physical therapy; Intensive care medicine; Anesthesia; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001216583,0.0006508968,0.0007446606,0.002025666,0.00302195,0.001601766,0.002406032,0.001859953,0.002544069],"category_scores_gemma":[0.004259915,0.0008337891,0.001174976,0.006936089,0.0008683387,0.0009111909,0.001458814,0.001495185,0.0003472587],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03261543,"about_ca_system_score_gemma":0.0358274,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9934198,"about_ca_topic_score_gemma":0.9959704,"domain_scores_codex":[0.9972795,0.0001714721,0.0002707845,0.0003201286,0.0009697332,0.0009883479],"domain_scores_gemma":[0.9950755,0.0002148094,0.001182445,0.0001209133,0.002228979,0.001177345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004157357,0.00005460934,0.9954264,0.00006149433,0.00007255394,0.00007737865,0.0008178799,0.00005396545,0.00007757874,0.00005896816,0.001625394,0.001632305],"study_design_scores_gemma":[0.000003944811,0.00001497377,0.99795,0.00003568511,0.00001855754,0.00004951327,0.001236386,0.00008392928,0.00001154081,0.000006316139,0.0005777312,0.00001143339],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9839101,0.001686907,0.0001893989,0.001400773,0.00004247528,0.00008704738,0.009226584,0.00001794468,0.003438752],"genre_scores_gemma":[0.9933431,0.001413967,0.0003604872,0.0008919354,0.00002018206,0.00004873142,0.002901884,0.00000929511,0.001010486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9673846,"threshold_uncertainty_score":0.2366426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.061111806480208,"score_gpt":0.3566516560839873,"score_spread":0.2955398496037793,"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."}}