{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1228359,0.003349898,0.009719343,0.01828265,0.00259514,0.007957691,0.01078187,0.01300153,0.005749031],"category_scores_gemma":[0.2002602,0.002268363,0.01461592,0.009481489,0.00206384,0.006158934,0.008886575,0.01174365,0.002972929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.017304,"about_ca_system_score_gemma":0.07315565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01809768,"about_ca_topic_score_gemma":0.02389959,"domain_scores_codex":[0.9147792,0.02593635,0.03462073,0.003354563,0.01883366,0.002475557],"domain_scores_gemma":[0.8121207,0.05214767,0.03417199,0.002733667,0.09074063,0.008085187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004391294,0.0002107252,0.00287821,0.4330978,0.003808721,0.0004903461,0.002220656,0.001270356,0.0008321609,0.004134459,0.2883204,0.262297],"study_design_scores_gemma":[0.000773548,0.0001769946,0.004143953,0.7619909,0.005112253,0.0004094696,0.0009720034,0.0004382964,0.0004426991,0.003549719,0.2218102,0.0001799348],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.003215422,0.6680079,0.01327714,0.2339134,0.03507882,0.02478065,0.008350986,0.00036766,0.01300802],"genre_scores_gemma":[0.02935449,0.6933559,0.1278972,0.06108887,0.008000181,0.05357372,0.01962595,0.0002417739,0.006861925],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1228359,"threshold_uncertainty_score":0.6496261,"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."}}