{"id":"W2069455199","doi":"10.1056/nejmp0908437","title":"Novel H1N1 Influenza and Respiratory Protection for Health Care Workers","year":2009,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Workplace Health, Safety and Compensation Commission","funders":"","keywords":"Respirator; Medicine; Personal protective equipment; Respiratory system; Health care; Intensive care medicine; Medical emergency; Coronavirus disease 2019 (COVID-19); Internal medicine; Law","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":[0.002175464,0.0003475035,0.0003003493,0.000386107,0.0007408917,0.0008088686,0.0005326627,0.004216189,0.006436105],"category_scores_gemma":[0.00470255,0.0001290592,0.0003893826,0.0002427678,0.0008024712,0.001162017,0.0007432257,0.002101526,0.001045638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007213259,"about_ca_system_score_gemma":0.002046213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009566508,"about_ca_topic_score_gemma":0.017548,"domain_scores_codex":[0.9983281,0.000761315,0.0001672098,0.00009836351,0.0005109926,0.0001339129],"domain_scores_gemma":[0.9976406,0.0009808294,0.0004535387,0.00006653772,0.0004774519,0.0003809455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003910286,0.0007486482,0.03847226,0.002408399,0.0001175914,0.001948433,0.0008515061,0.00037523,0.002702099,0.0106352,0.5234116,0.4179379],"study_design_scores_gemma":[0.000126749,0.0009149495,0.07819215,0.003098269,0.00009198072,0.005381802,0.001139903,0.000439868,0.0009909091,0.007816494,0.9017484,0.00005844721],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01760134,0.4095637,0.002031819,0.4905003,0.02024159,0.00007046731,0.0004449528,0.00009640609,0.05944955],"genre_scores_gemma":[0.2464559,0.4873411,0.009089663,0.1613904,0.0405086,0.0002673628,0.0009766108,0.00004919372,0.05392114],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009566508,"threshold_uncertainty_score":0.02153093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04718701789788542,"score_gpt":0.3512535651363424,"score_spread":0.304066547238457,"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."}}