{"id":"W4409803366","doi":"10.1097/pcc.0000000000003743","title":"The Prevalence and Outcome of Acute Hypoxemic Respiratory Failure (PANDORA) Study in Mechanically Ventilated Children: Prospective Multicenter Epidemiology in Spain, 2019–2021","year":2025,"lang":"en","type":"article","venue":"Pediatric Critical Care Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Mechanical ventilation; Epidemiology; Acute respiratory distress; Prospective cohort study; Internal medicine; Emergency medicine; Lung","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":[0.001636182,0.0004481688,0.0005254896,0.001477543,0.0003273324,0.0008729491,0.0007197418,0.0007200673,0.0006910415],"category_scores_gemma":[0.002131172,0.000471932,0.0005738132,0.001493587,0.0003899338,0.0006635702,0.0009444571,0.0005315742,0.0001739445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007187962,"about_ca_system_score_gemma":0.0006440565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01847483,"about_ca_topic_score_gemma":0.01751283,"domain_scores_codex":[0.998943,0.0003245278,0.0001309487,0.0002271445,0.0001900441,0.0001842188],"domain_scores_gemma":[0.9973574,0.0002596206,0.001570038,0.0001414207,0.0002822765,0.0003892252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003646054,0.00001140162,0.9995673,0.000006545473,0.00002573857,0.00002728906,0.00001796718,0.00001545953,0.00002638228,0.000003442242,0.00005382684,0.0002081926],"study_design_scores_gemma":[0.000009564463,0.00003644762,0.9996032,0.000006373122,0.00001086417,0.0001052671,0.00009829135,0.00004852072,0.000008868724,0.000002055254,0.00006913774,0.000001416308],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997501,0.0003743995,0.00007494313,0.0000567014,0.00000760642,0.00002166861,0.001580294,0.000005963695,0.0003774713],"genre_scores_gemma":[0.9974142,0.0002923341,0.000138362,0.00004649912,0.00002125021,0.00004122864,0.001949679,0.000003466723,0.00009287846],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01847483,"threshold_uncertainty_score":0.03673458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02130627288210411,"score_gpt":0.3626726614588936,"score_spread":0.3413663885767895,"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."}}