{"id":"W63264559","doi":"10.1177/002013240104600310","title":"Weaning to Extubation Directly from High-Frequency Oscillatory Ventilation in an Infant with Cystic Lung Disease and Persistent Air leak: A Strategy for Lung Protection","year":2001,"lang":"en","type":"article","venue":"Respiratory Care","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fonds de Recherche du Québec - Santé; Montreal Children's Hospital","funders":"","keywords":"Medicine; Weaning; Ventilation (architecture); Bronchiolitis; Mechanical ventilation; Lung; High-frequency ventilation; Anesthesia; Respiratory failure; Pediatrics; Surgery; Respiratory system; Internal medicine","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":[0.0003809738,0.0002402935,0.0003131728,0.0004464178,0.0002262105,0.00005216905,0.00008767762,0.000130566,0.00002766166],"category_scores_gemma":[0.0003071986,0.0002259403,0.00006282116,0.0004483866,0.0000540258,0.0003856473,0.00003497633,0.0002946675,0.000003868877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001134107,"about_ca_system_score_gemma":0.0008343915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004347103,"about_ca_topic_score_gemma":0.001630791,"domain_scores_codex":[0.9976941,0.0001919159,0.0003949823,0.0006758703,0.0005900804,0.000453062],"domain_scores_gemma":[0.9982988,0.0000817054,0.0001144849,0.000407211,0.0004349681,0.000662896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01976215,0.0003238099,0.5674012,0.005874515,0.0001461331,0.0007519738,0.004252164,0.008715725,0.2177416,0.0001942979,0.00004424357,0.1747922],"study_design_scores_gemma":[0.005105795,0.003698625,0.97575,0.00160477,0.0002162768,0.00001130243,0.00198651,0.005861135,0.002313457,0.00003636109,0.002851506,0.0005642032],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882351,0.006246758,0.001405874,0.0001188868,0.00007743046,0.00368469,0.00007176075,0.00009264505,0.00006689726],"genre_scores_gemma":[0.9981302,0.00002065464,0.0002768213,0.0003781125,0.0002527317,0.0007636808,0.00009300787,0.00006017253,0.00002460877],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4083489,"threshold_uncertainty_score":0.9213578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0441889327817277,"score_gpt":0.341400350936681,"score_spread":0.2972114181549533,"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."}}