{"id":"W2121166861","doi":"10.1039/c4em00359d","title":"Evaluation of bioaerosol exposures during hospital bronchoscopy examinations","year":2014,"lang":"en","type":"article","venue":"Environmental Science Processes & Impacts","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal; Cegep de Sainte Foy; Institut de recherche Robert-Sauvé en santé et en sécurité du travail","funders":"","keywords":"Bioaerosol; Bronchoscopy; Medicine; Environmental science; Emergency medicine; Radiology; Meteorology; Aerosol; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001064829,0.00009186769,0.0001107737,0.0001268129,0.0002016506,0.00002797113,0.00007717536,0.00003329995,0.0001790849],"category_scores_gemma":[0.0008300003,0.00007848026,0.00002977293,0.0003176496,0.000306754,0.0005692477,0.00003073689,0.00005606689,0.00002859707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002425139,"about_ca_system_score_gemma":0.0001791083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001465039,"about_ca_topic_score_gemma":0.000004900578,"domain_scores_codex":[0.9982535,0.00003191453,0.000184736,0.0002186317,0.001106719,0.0002044686],"domain_scores_gemma":[0.9994656,0.00002511028,0.0001387742,0.0001472382,0.0001027597,0.0001204614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000021289,0.0003847231,0.2137439,0.00007679357,0.00001307849,2.630785e-7,0.0009107089,0.0002119258,0.7760063,0.00001666949,0.00001022459,0.008604082],"study_design_scores_gemma":[0.0007246219,0.0003047303,0.664398,0.00004122034,0.00006523226,0.000006679109,0.0001280206,0.002716202,0.3314964,0.00003682386,0.00001956373,0.00006254482],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972165,0.0001379326,0.0006253946,0.0000809726,0.000115897,0.000353302,0.000003245586,0.00003148998,0.001435321],"genre_scores_gemma":[0.9996587,0.00002256789,0.0001446089,0.00002549424,0.00007405839,0.00002259832,0.000007804611,0.000007146453,0.00003699114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.450654,"threshold_uncertainty_score":0.3200332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01173786312652563,"score_gpt":0.2781818342034972,"score_spread":0.2664439710769715,"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."}}