{"id":"W4391113768","doi":"10.29390/001c.91262","title":"Making respiratory care safe for neonatal and paediatric intensive care unit staff: Mitigation strategies and use of filters","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Respiratory Therapy","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Ottawa Mental Health Centre","funders":"","keywords":"Personal protective equipment; Hygiene; Medicine; Health care; Audit; Medical emergency; Infection control; Multidisciplinary approach; Airborne transmission; Intensive care; Pandemic; Medical equipment; Intensive care medicine; Coronavirus disease 2019 (COVID-19); Nursing; Business; Infectious disease (medical specialty); Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.00829405,0.0008610208,0.0003386839,0.0007016353,0.002971866,0.003602297,0.002129942,0.002157598,0.003006798],"category_scores_gemma":[0.01353733,0.0002749195,0.0006580615,0.0003784818,0.001331591,0.00247381,0.004545108,0.001509743,0.0008809008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001906436,"about_ca_system_score_gemma":0.01078245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004544323,"about_ca_topic_score_gemma":0.008437074,"domain_scores_codex":[0.9931491,0.003378784,0.0005317639,0.0003959009,0.001752937,0.0007915163],"domain_scores_gemma":[0.9939433,0.00177334,0.001498451,0.000330273,0.001343435,0.001111205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002035574,0.001800453,0.1304943,0.007574088,0.000284013,0.003122462,0.03505192,0.002414426,0.01642766,0.004183273,0.02231327,0.7761305],"study_design_scores_gemma":[0.0001152669,0.006301785,0.2803775,0.02589341,0.0005634168,0.01072086,0.2001881,0.003697199,0.02682012,0.01099206,0.4338955,0.0004346127],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6490579,0.04135088,0.06219804,0.1520921,0.001952287,0.003149488,0.0003949756,0.0008341303,0.08897022],"genre_scores_gemma":[0.8502651,0.01899684,0.1102962,0.01203906,0.000416405,0.0009137749,0.0001477678,0.00007417818,0.006850601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00829405,"threshold_uncertainty_score":0.04386365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05920176598754463,"score_gpt":0.3124968723657902,"score_spread":0.2532951063782455,"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."}}