{"id":"W3210976946","doi":"10.1093/pch/pxab061.010","title":"14 Diaphragmatic Electrical Activity in Preterm Infants on Non-Invasive High Frequency Oscillatory Ventilation (DEAP-NHFO Study)","year":2021,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Continuous positive airway pressure; Ventilation (architecture); Anesthesia; Neonatal intensive care unit; Mechanical ventilation; Respiratory system; Diaphragm (acoustics); Intubation; Crossover study; Pediatrics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009741176,0.0005419349,0.001284662,0.000223596,0.0002283096,0.0003688993,0.0005188541,0.0008456825,0.001727947],"category_scores_gemma":[0.000922588,0.0002072263,0.001077911,0.000208026,0.000432846,0.0003238317,0.0003468536,0.0006839762,0.0001902524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003044478,"about_ca_system_score_gemma":0.0005925247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005290951,"about_ca_topic_score_gemma":0.0005860371,"domain_scores_codex":[0.9994022,0.0003036189,0.00006300697,0.0001047085,0.00005193767,0.00007455033],"domain_scores_gemma":[0.9992326,0.0002054943,0.0001317178,0.00005796487,0.00005990539,0.0003121942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.7511639,0.03795581,0.1455769,0.00272612,0.002567763,0.0007140773,0.0003250196,0.0002664751,0.020798,0.0001374982,0.0003694153,0.03739903],"study_design_scores_gemma":[0.07556558,0.6429656,0.2748756,0.0001414951,0.001479259,0.0005741136,0.0002249782,0.0002984163,0.002655571,0.00008975211,0.001098206,0.0000315593],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985947,0.0007810751,0.00006741226,0.00001922895,0.00001938838,0.0002731796,0.00007619079,0.000001536379,0.0001672663],"genre_scores_gemma":[0.9977579,0.0006327293,0.0002639976,0.00009890398,0.00006382944,0.0005983375,0.0002607252,0.00000138566,0.0003221735],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001727947,"threshold_uncertainty_score":0.005780518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02385823633564258,"score_gpt":0.3412947877381977,"score_spread":0.3174365514025551,"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."}}