{"id":"W2914770591","doi":"10.1177/0840470418810678","title":"Clinical leadership in reducing risk: Managing patient airways","year":2019,"lang":"en","type":"article","venue":"Healthcare Management Forum","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Regional Municipality of Niagara; Niagara Health System; McMaster University","funders":"","keywords":"Airway; Airway management; Business; Critical pathways; Risk management; Medicine; Operations management; Medical emergency; Risk analysis (engineering); Process management; Intensive care medicine; Surgery; Engineering; Finance","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0177344,0.0009795271,0.000540218,0.00173403,0.006479834,0.008966752,0.00194548,0.006151306,0.01170911],"category_scores_gemma":[0.04737515,0.0005446697,0.0007234983,0.001164364,0.005205208,0.005648453,0.009165625,0.01187919,0.004615395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002708092,"about_ca_system_score_gemma":0.02451133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00331122,"about_ca_topic_score_gemma":0.00802481,"domain_scores_codex":[0.9742466,0.0163672,0.0009761921,0.0008786524,0.006011197,0.001520102],"domain_scores_gemma":[0.9442495,0.01493606,0.005055948,0.001395877,0.01133498,0.02302777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005950463,0.0008558634,0.007975558,0.001623981,0.00007791182,0.0009651497,0.008812807,0.0003390598,0.0007745262,0.01842446,0.5411701,0.4189211],"study_design_scores_gemma":[0.0003069259,0.001326959,0.0153556,0.007538431,0.0001167874,0.004166813,0.02431878,0.0009707756,0.001220803,0.04001297,0.9044386,0.000226542],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.006904835,0.02186852,0.01269164,0.8761357,0.009791809,0.0003020986,0.00003878422,0.0004657567,0.07180082],"genre_scores_gemma":[0.2750072,0.09726795,0.1132912,0.4341543,0.02711272,0.001275133,0.0002332687,0.000527126,0.05113117],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0177344,"threshold_uncertainty_score":0.09378958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07912027268208072,"score_gpt":0.3377025083257753,"score_spread":0.2585822356436945,"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."}}