{"id":"W4404041421","doi":"10.1097/01.pcc.0001084768.27196.aa","title":"PP032 Topic: AS03–Disaster Medicine/Trauma, Triage and Transport/Mass Critical Care/Pandemics/Medicine in War Zones/Other: THE IMPLEMENTATION OF CONTINUOUS POSITIVE AIRWAY PRESSURE IN A HUMANITARIAN CONTEXT: THE EXPERIENCE OF MÉDECINS SANS FRONTIÈRES IN MOSUL, IRAQ","year":2024,"lang":"en","type":"article","venue":"Pediatric Critical Care Medicine","topic":"Disaster Response and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Triage; Pandemic; Context (archaeology); Mass-casualty incident; Disaster medicine; Mass Casualty; Military medicine; Coronavirus disease 2019 (COVID-19); Airway; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Medical emergency; Intensive care medicine; Poison control; Human factors and ergonomics; Surgery; Disease; Internal medicine; Virology; Law; Infectious disease (medical specialty)","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":[0.001826639,0.0005801835,0.000325003,0.0009187537,0.00124528,0.002365951,0.0006709226,0.001549698,0.1093943],"category_scores_gemma":[0.001699265,0.0001293494,0.000401522,0.001686585,0.0009219855,0.001332618,0.001877004,0.0008925761,0.02451456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001164701,"about_ca_system_score_gemma":0.002902679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002939977,"about_ca_topic_score_gemma":0.0044974,"domain_scores_codex":[0.9989783,0.0004630515,0.00009587199,0.00009065143,0.000208573,0.0001636685],"domain_scores_gemma":[0.9976017,0.000422105,0.0002108212,0.00004976829,0.0007136601,0.001001953],"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":[0.0002291107,0.0003248765,0.01067653,0.002882303,0.0000131997,0.001164891,0.001609218,0.0001403573,0.001524251,0.0009980405,0.8175796,0.1628577],"study_design_scores_gemma":[0.00002589854,0.0004143952,0.04268792,0.001322188,0.000006657984,0.002217401,0.002907626,0.0001006087,0.0003359833,0.0004066482,0.9495563,0.00001836795],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1348477,0.1663216,0.002878273,0.1157535,0.172264,0.00207519,0.007177824,0.0005681587,0.3981137],"genre_scores_gemma":[0.2787091,0.1596879,0.004770285,0.03394078,0.1822103,0.001738797,0.007866305,0.0008323806,0.3302441],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1093943,"threshold_uncertainty_score":0.3659602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03361512831049705,"score_gpt":0.4148984767090009,"score_spread":0.3812833483985039,"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."}}