{"id":"W3209700953","doi":"10.1159/000519828","title":"Lung Recruitment Using High-Frequency Oscillation Volume Guarantee in Preterm Infants with Evolving Bronchopulmonary Dysplasia","year":2021,"lang":"en","type":"article","venue":"Neonatology","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Royal Alexandra Hospital","funders":"","keywords":"Bronchopulmonary dysplasia; Medicine; Oxygenation; Oxygenation index; Cardiology; Ventilation (architecture); Lung volumes; Lung; Internal medicine; Anesthesia; Gestational age; Biology","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":[0.0003833713,0.0002386367,0.0005558478,0.0003811365,0.0001314778,0.00001903563,0.0001347783,0.0002829805,0.0005298156],"category_scores_gemma":[0.0004288862,0.0002246233,0.00005132873,0.0006892863,0.0001506752,0.0002219742,0.0001276642,0.0006634269,0.000041218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008448805,"about_ca_system_score_gemma":0.00151709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005251718,"about_ca_topic_score_gemma":0.0004279642,"domain_scores_codex":[0.9970531,0.0003073008,0.0005525468,0.000666564,0.0005930433,0.0008273959],"domain_scores_gemma":[0.998577,0.0001889175,0.000136671,0.0005563075,0.0003414016,0.0001997051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001391313,0.0001833531,0.9110664,0.000822816,0.00008201411,0.01103366,0.0003605372,0.0001910075,0.01683472,0.0006761614,0.00008263848,0.05727543],"study_design_scores_gemma":[0.00875128,0.001095253,0.9282224,0.001519453,0.000122061,0.006583208,0.0002242164,0.03698219,0.00375345,0.0008710234,0.0112172,0.0006583045],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863936,0.009610645,0.0002903467,0.001177013,0.0002612192,0.001219878,0.00001040634,0.0000557897,0.0009811356],"genre_scores_gemma":[0.9927832,0.0002740477,0.005703852,0.0006562512,0.00008990637,0.0001038652,0.00004649505,0.00005095842,0.0002914221],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05661712,"threshold_uncertainty_score":0.9159872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05334241775339514,"score_gpt":0.3606113567496118,"score_spread":0.3072689389962167,"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."}}