{"id":"W4365135216","doi":"10.1001/jamanetworkopen.2023.7894","title":"Aerosol Box Use in Reducing Health Care Worker Contamination During Airway Procedures (AIRWAY Study)","year":2023,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine; Alberta Children's Hospital; University of Toronto; SickKids Foundation; Hospital for Sick Children; University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Airway; Contamination; Aerosol; Medicine; Environmental science; Environmental health; Intensive care medicine; Anesthesia; Geography; Meteorology; Biology","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":[0.002646611,0.0005798949,0.0008454742,0.0002251798,0.0002558205,0.0007142268,0.0006127905,0.001253009,0.003528916],"category_scores_gemma":[0.004305126,0.0003198625,0.001651906,0.0001626046,0.0004550419,0.0005963586,0.0005638822,0.001075136,0.0002307042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005067115,"about_ca_system_score_gemma":0.00157388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000856724,"about_ca_topic_score_gemma":0.001239181,"domain_scores_codex":[0.9983556,0.001058573,0.0001335955,0.0001823069,0.0001444288,0.0001253616],"domain_scores_gemma":[0.9971403,0.001230799,0.0008203044,0.000148364,0.0001860471,0.0004742567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.713271,0.1128068,0.02245183,0.004487266,0.003824044,0.0001290723,0.0004641502,0.002275632,0.007815328,0.0003239204,0.001285363,0.1308656],"study_design_scores_gemma":[0.1809394,0.7895469,0.02386638,0.0002073613,0.001410268,0.00004956971,0.00008738886,0.001127684,0.001485942,0.00009175373,0.001169298,0.0000180377],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961042,0.001127273,0.0002479387,0.0001855522,0.00009759772,0.001611182,0.0001404606,0.00001752891,0.0004682261],"genre_scores_gemma":[0.9929837,0.001261026,0.002156185,0.000294223,0.0001897666,0.002446984,0.0001612193,0.000004761187,0.0005021187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003528916,"threshold_uncertainty_score":0.01399678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02600710671351926,"score_gpt":0.3183640568597853,"score_spread":0.2923569501462661,"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."}}