{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000315736,0.0002096791,0.0002944581,0.0003956654,0.0002138888,0.0002247314,0.0002013462,0.0003607212,0.0003278983],"category_scores_gemma":[0.001574912,0.00007834475,0.0002031839,0.0001878035,0.0003215242,0.0002380312,0.0004247418,0.0003464973,0.0000719807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003723745,"about_ca_system_score_gemma":0.0003517683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001231603,"about_ca_topic_score_gemma":0.001296235,"domain_scores_codex":[0.9998074,0.00006085068,0.00002372536,0.00003274272,0.00004195645,0.00003335185],"domain_scores_gemma":[0.9996688,0.00008800004,0.0001242825,0.00001312438,0.0000207339,0.00008500891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001126209,0.0001116882,0.9354101,0.000132343,0.00001928745,0.01420073,0.0002775355,0.00037578,0.01047241,0.00007766529,0.0002608125,0.0375354],"study_design_scores_gemma":[0.00003570788,0.002690427,0.9633647,0.0001151809,0.00004227776,0.02656771,0.0005946199,0.001700207,0.004067884,0.0001476974,0.0006564772,0.00001706973],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99873,0.000621539,0.0002514792,0.00006445911,0.000005824548,0.00001109383,0.00001531429,0.000006842317,0.0002933667],"genre_scores_gemma":[0.9992939,0.0002520951,0.0003426753,0.00002556244,0.000006000624,0.000009873291,0.00002432395,0.000001443991,0.00004402173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001231603,"threshold_uncertainty_score":0.002701819,"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."}}