{"id":"W4401029179","doi":"10.1002/ppul.27191","title":"Feasibility of synchronized high flow nasal cannula","year":2024,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; University of Toronto; St. Michael's Hospital","funders":"McLaughlin Family Foundation","keywords":"Medicine; Nasal cannula; Cannula; Flow (mathematics); Anesthesia; Intensive care medicine; Surgery; Mechanics","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":[0.001601381,0.0002830696,0.0002682211,0.0002092762,0.0001459054,0.0004216004,0.0004355724,0.0003491221,0.001207317],"category_scores_gemma":[0.00239136,0.0001844323,0.0002698365,0.00007795246,0.0004823924,0.0004908136,0.0004240814,0.0003616366,0.0001549281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000313262,"about_ca_system_score_gemma":0.0007329928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009124177,"about_ca_topic_score_gemma":0.001019428,"domain_scores_codex":[0.998745,0.0003266053,0.0001253663,0.0002327323,0.0004544561,0.0001158182],"domain_scores_gemma":[0.9983784,0.0004416482,0.0004475611,0.000250931,0.000338766,0.0001426642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002406416,0.0003735232,0.02529296,0.0003429937,0.00009306691,0.0004459486,0.0001878435,0.001425097,0.8986261,0.0006010804,0.0004672677,0.06973775],"study_design_scores_gemma":[0.0007601926,0.04038553,0.1443726,0.0001310746,0.0003192551,0.006457242,0.0003582604,0.01707033,0.7734918,0.0004452351,0.01612337,0.00008526466],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9629977,0.0005947752,0.03428904,0.0001029145,0.00005930858,0.0003386358,0.0001193424,0.0001642644,0.001333908],"genre_scores_gemma":[0.9697901,0.000190697,0.02914899,0.00007863071,0.00003974184,0.0001888141,0.0001283443,0.00001748265,0.0004171526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001601381,"threshold_uncertainty_score":0.008469045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04201854111313379,"score_gpt":0.3745556726013693,"score_spread":0.3325371314882355,"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."}}