{"id":"W2278620939","doi":"","title":"Can an interprofessional tracheostomy team improve weaning to decannulation times? A quality improvement evaluation.","year":2016,"lang":"en","type":"article","venue":"PubMed","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trillium Health Centre","funders":"","keywords":"Medicine; Referral; Weaning; Mechanical ventilation; Intensive care unit; Emergency medicine; Intensive care medicine; Nursing; Anesthesia","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":[0.03394342,0.0004659618,0.0007085507,0.001988993,0.001242755,0.002028565,0.0009953727,0.0006594009,0.001405947],"category_scores_gemma":[0.05775291,0.0003510079,0.001543772,0.002401743,0.0006433581,0.001800905,0.002152828,0.001163717,0.000167455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01154563,"about_ca_system_score_gemma":0.01802668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0147961,"about_ca_topic_score_gemma":0.03085381,"domain_scores_codex":[0.9760678,0.01163108,0.00401421,0.001094109,0.00568036,0.001512364],"domain_scores_gemma":[0.9168473,0.01298384,0.02920532,0.001910218,0.02582636,0.01322702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004130153,0.005619899,0.5155391,0.004255303,0.001000878,0.0001633202,0.004728243,0.001123845,0.001083792,0.0003797844,0.006555012,0.4554207],"study_design_scores_gemma":[0.001668348,0.01633334,0.9628861,0.002773748,0.0008126578,0.0001815058,0.004778416,0.002357651,0.000932187,0.0001791009,0.007006079,0.00009082264],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9493502,0.0119316,0.005538682,0.01005811,0.0003917358,0.01273162,0.001911811,0.0002478126,0.007838512],"genre_scores_gemma":[0.9731061,0.002494093,0.01758164,0.0008338934,0.00009639838,0.00453596,0.0008764183,0.0000191783,0.0004561872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03394342,"threshold_uncertainty_score":0.1795121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03332277324018856,"score_gpt":0.3234384354777228,"score_spread":0.2901156622375342,"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."}}