{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006342217,0.0001596199,0.0004747921,0.0004674296,0.00004296137,0.000009608092,0.0001764419,0.0002540191,0.0007038682],"category_scores_gemma":[0.0008925269,0.0001372491,0.000115529,0.0007912194,0.0001550995,0.00006749711,0.0001219725,0.0005977752,0.0003519263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003446938,"about_ca_system_score_gemma":0.001910325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003944835,"about_ca_topic_score_gemma":0.00003622462,"domain_scores_codex":[0.9979181,0.0001501947,0.0004858639,0.0004936585,0.0003961581,0.0005560654],"domain_scores_gemma":[0.9985203,0.0004438476,0.00005645163,0.0005038076,0.0001824403,0.000293195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00508476,0.001287124,0.4274707,0.02208176,0.0003238661,0.006271247,0.0004640509,0.00003596868,0.007542815,0.005462828,0.01690323,0.5070716],"study_design_scores_gemma":[0.0135926,0.00722027,0.7650118,0.0002789334,0.001213853,0.001586039,0.0001419558,0.01690559,0.004890989,0.0100023,0.1777705,0.001385107],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9640331,0.0305279,0.00027244,0.002434399,0.0008853449,0.0007010063,0.00006815399,0.0001762661,0.0009014036],"genre_scores_gemma":[0.9958963,0.001366757,0.0008863458,0.000189679,0.0008913171,0.00005113967,0.00002396516,0.00003425243,0.0006602666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5056865,"threshold_uncertainty_score":0.7706863,"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."}}