{"id":"W6976695967","doi":"10.60692/mchcd-rd939","title":"Noninvasive ventilation in critically ill patients with the Middle East respiratory syndrome","year":2019,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Environmental Education and Sustainability","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Hospital; University of Toronto; Western University","funders":"","keywords":"Noninvasive ventilation; Chest radiograph; Critically ill; Intubation; Mechanical ventilation; Acute respiratory failure; Respiratory failure; Intensive care unit","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":[0.000514817,0.0002113374,0.0003884519,0.0005398194,0.0004819705,0.000587317,0.000173293,0.0003152974,0.001271864],"category_scores_gemma":[0.002149871,0.0001202447,0.0003914368,0.0006564257,0.0003056527,0.000312128,0.00052745,0.0005411918,0.00007523759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003552269,"about_ca_system_score_gemma":0.0004252959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001295647,"about_ca_topic_score_gemma":0.001668632,"domain_scores_codex":[0.9995443,0.0001466919,0.00007371863,0.00005425148,0.00008430116,0.00009667812],"domain_scores_gemma":[0.9984738,0.0002596476,0.0009349815,0.00004357127,0.00005428063,0.0002336614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000136883,0.00002521107,0.9983867,0.00001652816,0.00003891626,0.0002671395,0.00004422213,0.00002591158,0.0001246006,0.00002427662,0.00004665877,0.0008629318],"study_design_scores_gemma":[0.00002994296,0.0004045906,0.9967178,0.0000381008,0.0000400894,0.00158999,0.000430504,0.0003811278,0.00008995186,0.00009677946,0.0001760866,0.000005118939],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993537,0.0002950191,0.00004690657,0.00007222863,0.000005698878,0.000007692155,0.00004622089,7.067356e-7,0.0001718453],"genre_scores_gemma":[0.9997383,0.00009990747,0.00003600629,0.00003502536,0.00001279316,0.000005194673,0.00005773417,2.640061e-7,0.00001481614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001295647,"threshold_uncertainty_score":0.004254818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0157991420561992,"score_gpt":0.1856933586321654,"score_spread":0.1698942165759662,"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."}}