{"id":"W4317567449","doi":"10.1097/pcc.0000000000003165","title":"Noninvasive Respiratory Support for Pediatric Acute Respiratory Distress Syndrome: From the Second Pediatric Acute Lung Injury Consensus Conference","year":2023,"lang":"en","type":"article","venue":"Pediatric Critical Care Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Intensive care medicine; Nasal cannula; MEDLINE; Respiratory distress; Respiratory failure; Anesthesia; Cannula; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001464308,0.001027481,0.001759395,0.000922644,0.0007065271,0.0001011366,0.0008673434,0.0007405815,0.002746474],"category_scores_gemma":[0.003055068,0.0007595036,0.000571675,0.002405621,0.000638205,0.0002077772,0.0003984621,0.001385415,0.0004085505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002704558,"about_ca_system_score_gemma":0.002015792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003161404,"about_ca_topic_score_gemma":0.00003323266,"domain_scores_codex":[0.9923211,0.0003335837,0.001885875,0.001737407,0.001905484,0.001816531],"domain_scores_gemma":[0.9905831,0.004148368,0.000434456,0.001618623,0.001743552,0.001471955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001510227,0.000305776,0.3297094,0.004396176,0.0005466442,0.01673988,0.002786197,0.000001094926,0.002072927,0.001354376,0.6388085,0.001768782],"study_design_scores_gemma":[0.05349841,0.0404788,0.3613682,0.0006223232,0.09764614,0.002658782,0.02929971,0.0003680157,0.006272006,0.004681554,0.3938027,0.009303387],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9706837,0.007840467,0.0005308918,0.004604963,0.004470599,0.00306797,0.006961904,0.0007456814,0.00109384],"genre_scores_gemma":[0.9716734,0.0008954674,0.0003061536,0.009174238,0.0136161,0.0008486235,0.001531587,0.0002698887,0.001684525],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2450058,"threshold_uncertainty_score":0.9994856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03655021502607134,"score_gpt":0.3422347257598497,"score_spread":0.3056845107337783,"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."}}