{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007455713,0.0001424106,0.0003955946,0.0004271127,0.00009048394,0.000009467139,0.0001718439,0.00009259938,0.000173788],"category_scores_gemma":[0.004061509,0.0001516155,0.00003864585,0.001163977,0.00007543308,0.0001884565,0.0001647493,0.0005844815,0.000001178364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002214912,"about_ca_system_score_gemma":0.0002165458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000405339,"about_ca_topic_score_gemma":0.0002310599,"domain_scores_codex":[0.997895,0.0001985881,0.0008717847,0.0004870349,0.0002910735,0.0002565404],"domain_scores_gemma":[0.995321,0.003854587,0.0003839624,0.0002862527,0.00009635997,0.00005782976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002820664,0.00128372,0.9953559,0.00004927855,0.00002205721,0.00001094948,0.001756188,0.00006579748,0.0003813516,0.0001937341,0.00002097365,0.0005779693],"study_design_scores_gemma":[0.002087662,0.00047797,0.9934539,0.000006978882,0.00008301473,0.0000420323,0.0009491443,0.0009334375,0.00001246126,0.001810405,0.00002912769,0.00011393],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966798,0.0005358965,0.00004727661,0.0003365008,0.00009186678,0.001909361,0.0000512133,0.00003586003,0.0003121956],"genre_scores_gemma":[0.997823,0.000281574,0.0003508083,0.00007140542,0.000132578,0.001216376,0.00007567222,0.00001714549,0.00003141457],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003655999,"threshold_uncertainty_score":0.6182701,"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."}}