{"id":"W4390428134","doi":"10.1016/j.ijom.2023.10.250","title":"A RETROSPECTIVE ANALYSIS OF THE SAFETY AND EFFICACY OF MCGILL DELAYED EXTUBATION PROTOCOL VERSUS TRACHEOSTOMY AFTER MICROVASCULAR FREE TISSUE TRANSFER IN HEAD AND NECK SURGERY","year":2023,"lang":"en","type":"article","venue":"International Journal of Oral and Maxillofacial Surgery","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Surgery; Airway; Free flap; Complication; Airway management; Mechanical ventilation; Intensive care unit; Pneumonia; Anesthesia; Intensive care 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":[0.002495544,0.0003228339,0.0008529941,0.0004221735,0.000523581,0.000763129,0.0004805468,0.0006664231,0.001214722],"category_scores_gemma":[0.005851503,0.000261417,0.00117509,0.0008124494,0.0006628013,0.0006219507,0.0003887552,0.0008845027,0.0001711291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001030738,"about_ca_system_score_gemma":0.001141587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001122908,"about_ca_topic_score_gemma":0.001335671,"domain_scores_codex":[0.9972667,0.0008574969,0.0006182718,0.000491469,0.0004690059,0.000297143],"domain_scores_gemma":[0.9932829,0.002558508,0.002716398,0.0004249546,0.0005194135,0.0004977571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.05208566,0.002191384,0.916803,0.0004597915,0.001391456,0.0009574333,0.0004539657,0.0004152246,0.002271604,0.0001885856,0.0003202261,0.02246165],"study_design_scores_gemma":[0.001377765,0.05132508,0.9392769,0.0001355008,0.001495701,0.001417913,0.0009855141,0.001117711,0.001595868,0.0001663093,0.001030835,0.00007491295],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989167,0.0006804873,0.000118666,0.00001622388,0.00001906167,0.00004558216,0.00006932543,0.000001848366,0.0001320234],"genre_scores_gemma":[0.9993094,0.0001850627,0.0001239024,0.00006581451,0.00003321686,0.00005208412,0.0001518948,0.000003122816,0.00007554355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002495544,"threshold_uncertainty_score":0.01319784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02086123097421216,"score_gpt":0.296026319016696,"score_spread":0.2751650880424839,"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."}}