{"id":"W4392958874","doi":"10.1002/ppul.26933","title":"Lung and diaphragm ultrasound as predictors of successful weaning from nasal continuous positive airway pressure in preterm infants","year":2024,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sinai Health System; University of Toronto","funders":"","keywords":"Medicine; Weaning; Gestational age; Mechanical ventilation; Continuous positive airway pressure; Prospective cohort study; Diaphragmatic breathing; Anesthesia; Spontaneous breathing trial; Area under the curve; Surgery; Internal medicine; Pregnancy; Pathology","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":[0.0004149608,0.0002285094,0.0005832392,0.0006547412,0.00004657798,0.00002972611,0.0001827675,0.0003582014,0.0001764084],"category_scores_gemma":[0.001172256,0.0002105192,0.00006324286,0.0005616553,0.0001919522,0.0001932414,0.0001598896,0.0008297229,0.00002447418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009299391,"about_ca_system_score_gemma":0.0005695806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001331378,"about_ca_topic_score_gemma":0.00008467693,"domain_scores_codex":[0.9976188,0.0002150909,0.0005665064,0.0006209789,0.0003912035,0.0005874034],"domain_scores_gemma":[0.9973997,0.001812239,0.0001125997,0.0002931672,0.0001039075,0.0002783788],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008501845,0.00008527749,0.9849359,0.00120924,0.0001370321,0.0009382516,0.001142984,0.000002727508,0.002727496,0.00009464157,0.0002362081,0.007640028],"study_design_scores_gemma":[0.001619784,0.0008190537,0.9912673,0.0002405351,0.0003165955,0.0001743279,0.0001554415,0.000610081,0.001366958,0.0003067713,0.002884809,0.0002384048],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9291405,0.06798023,0.00001971786,0.0002898064,0.0004472092,0.0007831925,0.0001966182,0.00007948797,0.001063251],"genre_scores_gemma":[0.9944397,0.004386101,0.00006432232,0.0001117357,0.0005936783,0.00006059863,0.00004384921,0.00004263336,0.0002574173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06529918,"threshold_uncertainty_score":0.8584722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008336434712137351,"score_gpt":0.3033427647147198,"score_spread":0.2950063300025825,"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."}}