{"id":"W4308053547","doi":"10.1002/ppul.26223","title":"Accuracy of lung and diaphragm ultrasound in predicting successful extubation in extremely preterm infants: A prospective observational study","year":2022,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Windsor Regional Hospital; Mount Sinai Hospital","funders":"","keywords":"Medicine; Gestational age; Receiver operating characteristic; Confidence interval; Prospective cohort study; Mechanical ventilation; Diaphragmatic breathing; Logistic regression; Ultrasound; Diaphragm (acoustics); Area under the curve; Anesthesia; Surgery; Internal medicine; Radiology; Pregnancy","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":[0.002447492,0.0003295254,0.0005402656,0.0006970556,0.0003154309,0.0006743749,0.0005254744,0.0006183529,0.0008236957],"category_scores_gemma":[0.009064125,0.0003678847,0.0007220078,0.0006023719,0.0003356122,0.000594323,0.0007329502,0.0006626952,0.0001682432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002256466,"about_ca_system_score_gemma":0.0003727753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00137766,"about_ca_topic_score_gemma":0.001230994,"domain_scores_codex":[0.9981638,0.0006212521,0.0003457461,0.000321799,0.0003737148,0.0001736911],"domain_scores_gemma":[0.9928591,0.002414409,0.002874474,0.0005452973,0.0006123641,0.0006944085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009168481,0.00002163055,0.9994,0.000005680461,0.00003040591,0.00004276294,0.00002345577,0.00001560719,0.00005815532,0.000003384168,0.000009106353,0.000298075],"study_design_scores_gemma":[0.000007315437,0.0002589335,0.9988492,0.000008184419,0.00003374057,0.00035108,0.00009445618,0.0003104974,0.00004449577,0.000007417362,0.00003157541,0.000003288699],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996381,0.0001426168,0.00006367874,0.00001084901,0.000002134534,0.000005923649,0.0000687022,0.000001280747,0.00006676829],"genre_scores_gemma":[0.9997225,0.00005259692,0.00007428031,0.000005722558,0.000003449573,0.000006995303,0.0001122873,8.237085e-7,0.0000213564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002447492,"threshold_uncertainty_score":0.01294369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0445582791720118,"score_gpt":0.3463848843641097,"score_spread":0.3018266051920979,"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."}}