{"id":"W3033700823","doi":"10.1136/postgradmedj-2020-137922","title":"Simple adaptor to decrease aerosolisation during endotracheal intubation","year":2020,"lang":"en","type":"article","venue":"Postgraduate Medical Journal","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Stylet; Medicine; Syringe; Intubation; Midazolam; Cuff; Endotracheal intubation; Surgery; Anesthesia","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":[0.001144199,0.00124507,0.0007039916,0.0008760798,0.0004828341,0.0008565864,0.001437699,0.001317665,0.01183546],"category_scores_gemma":[0.005014503,0.0004628222,0.001001244,0.0002781378,0.000456622,0.001486403,0.001436004,0.001743892,0.006750944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002073158,"about_ca_system_score_gemma":0.0005529654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004472675,"about_ca_topic_score_gemma":0.0006806043,"domain_scores_codex":[0.9989733,0.000183943,0.0001346148,0.000193247,0.0003733707,0.0001416826],"domain_scores_gemma":[0.9983382,0.0004253279,0.0004615625,0.0002253629,0.0002918808,0.0002576223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00441488,0.003446997,0.01408868,0.004708138,0.0003439282,0.00766595,0.001162777,0.001231343,0.5055585,0.001835431,0.03967758,0.4158658],"study_design_scores_gemma":[0.001646435,0.03780043,0.08904169,0.002100951,0.001117068,0.0702115,0.0007484508,0.0127031,0.3491148,0.003066922,0.4319229,0.0005257748],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5493801,0.03762655,0.3298771,0.006953781,0.00772737,0.005275864,0.002058951,0.02172417,0.03937608],"genre_scores_gemma":[0.5885643,0.009832065,0.3508927,0.01025285,0.002811241,0.00281523,0.00223092,0.002563701,0.03003696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01183546,"threshold_uncertainty_score":0.03959352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03050435850593496,"score_gpt":0.2946634769358322,"score_spread":0.2641591184298973,"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."}}