{"id":"W2996614924","doi":"10.1001/jamapediatrics.2019.4868","title":"Assessment of Extubation Readiness Using Spontaneous Breathing Trials in Extremely Preterm Neonates","year":2019,"lang":"en","type":"article","venue":"JAMA Pediatrics","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; Montreal Children's Hospital; McGill University","funders":"","keywords":"Medicine; Interquartile range; Continuous positive airway pressure; Gestational age; Neonatal intensive care unit; Apnea; Clinical trial; Cardiorespiratory fitness; Intensive care; Mechanical ventilation; Prospective cohort study; Anesthesia; Pediatrics; Obstructive sleep apnea; Intensive care medicine; Surgery; Pregnancy; 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":[0.005369858,0.0004399417,0.0004425584,0.001355219,0.0001733359,0.0007041647,0.000447247,0.0004019515,0.0004410414],"category_scores_gemma":[0.02296365,0.0001369861,0.0003168254,0.0005822762,0.0003751901,0.0006676163,0.0006059891,0.000302315,0.0001449288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002060003,"about_ca_system_score_gemma":0.0004748075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005236526,"about_ca_topic_score_gemma":0.0007811963,"domain_scores_codex":[0.9972293,0.001506948,0.0006033806,0.000220192,0.0003653676,0.00007479764],"domain_scores_gemma":[0.9866211,0.005641081,0.005293163,0.0005419397,0.001256267,0.0006465317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000342102,0.00003263347,0.9922043,0.00004125198,0.00003742031,0.0001083607,0.00006817648,0.0002614548,0.0004294413,0.00002212089,0.00006248891,0.006390348],"study_design_scores_gemma":[0.0000500163,0.001114599,0.9911583,0.0000838633,0.00004357842,0.0009186199,0.0002670849,0.004444398,0.001512254,0.0001094565,0.0002814795,0.00001640484],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998108,0.0002570704,0.001054762,0.00002911443,0.000006440566,0.00007613187,0.0002044472,0.00001257008,0.0002514396],"genre_scores_gemma":[0.9972994,0.0001096159,0.002156807,0.00001694607,0.00001078374,0.00008220271,0.0002847437,0.000003455188,0.00003608102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005369858,"threshold_uncertainty_score":0.02839887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09444552686105888,"score_gpt":0.4231136447309786,"score_spread":0.3286681178699197,"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."}}