{"id":"W1701091404","doi":"10.1111/j.1365-2044.2011.06940.x","title":"An evidence‐based approach to airway management: is there a role for clinical practice guidelines?","year":2011,"lang":"en","type":"review","venue":"Anaesthesia","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"University of Ottawa","keywords":"Medicine; Airway management; Intensive care medicine; Airway; Harm; Relevance (law); Laryngoscopy; Clinical Practice; Intubation; MEDLINE; Evidence-based practice; Tracheal intubation; Alternative medicine; Anesthesia; Nursing","routes":{"ca_aff":true,"ca_fund":true,"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":[0.09041778,0.002339676,0.008733776,0.01250418,0.002383246,0.009997993,0.01069215,0.016764,0.007248187],"category_scores_gemma":[0.2710452,0.002022598,0.004421862,0.01393784,0.00461206,0.01470949,0.005057464,0.01614471,0.004836109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0110127,"about_ca_system_score_gemma":0.0404132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007494766,"about_ca_topic_score_gemma":0.01585321,"domain_scores_codex":[0.9472485,0.02408586,0.01515465,0.001648636,0.01119196,0.000670453],"domain_scores_gemma":[0.728627,0.1485951,0.02764187,0.006781268,0.08000638,0.008348484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001556345,0.0002711712,0.001005389,0.1749256,0.001199084,0.0005784897,0.001029953,0.000987967,0.0003885202,0.01708287,0.2577075,0.5446679],"study_design_scores_gemma":[0.0003762954,0.0001257461,0.001618364,0.5464073,0.001708165,0.0005822976,0.001011925,0.001302763,0.0001875967,0.03656014,0.4099505,0.0001689068],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004466929,0.6901971,0.01105234,0.2751598,0.01515564,0.001901593,0.0003924787,0.0002135038,0.005480886],"genre_scores_gemma":[0.01121871,0.7636172,0.1443808,0.06646768,0.007347178,0.00393047,0.0008872172,0.0001109746,0.002039769],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.09041778,"threshold_uncertainty_score":0.4781806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.314473459694789,"score_gpt":0.4965371516089234,"score_spread":0.1820636919141345,"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."}}