{"id":"W4416139691","doi":"10.1002/ppul.71375","title":"Post Extubation Noninvasive Respiratory Support for Pediatric ARDS","year":2025,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University; Hospital for Sick Children; University of Toronto","funders":"","keywords":"ARDS; Respiratory system; Mechanical ventilation; Intubation; Respiratory disease; Duration (music); MEDLINE","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":[0.0005577676,0.0002533949,0.0002977111,0.0003606875,0.0002234215,0.0003532422,0.0003159395,0.0001592588,0.001607361],"category_scores_gemma":[0.002186803,0.00009006173,0.0004959908,0.0004542076,0.0001705353,0.0002281183,0.0004336123,0.0005318038,0.0001332806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002594876,"about_ca_system_score_gemma":0.0007054909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001632599,"about_ca_topic_score_gemma":0.002124524,"domain_scores_codex":[0.9994903,0.0001472484,0.00006603353,0.0000736099,0.0001321947,0.00009065759],"domain_scores_gemma":[0.9976193,0.0005630169,0.001371158,0.00007222343,0.0001368697,0.0002373589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001405152,0.00002619332,0.9944848,0.00006239942,0.00006023502,0.0002149884,0.0000262419,0.00004636468,0.0001306476,0.00001537587,0.0001266754,0.004665503],"study_design_scores_gemma":[0.000006719013,0.0001971445,0.9982802,0.0000391264,0.00003292226,0.0008593734,0.00007417597,0.0001319806,0.0001139011,0.00001284091,0.0002500487,0.000001706396],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9963958,0.002416569,0.0001957702,0.0001103086,0.00001653494,0.00001383252,0.0003355166,0.000006510321,0.0005092516],"genre_scores_gemma":[0.9985052,0.0007735975,0.0001944127,0.00002984651,0.00002744028,0.00001243177,0.0003740677,0.000002068422,0.00008081607],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.001632599,"threshold_uncertainty_score":0.005377173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0181687075811033,"score_gpt":0.299081910801774,"score_spread":0.2809132032206708,"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."}}