{"id":"W2129492559","doi":"10.1542/peds.2010-3848","title":"Randomized Trial Comparing 3 Approaches to the Initial Respiratory Management of Preterm Neonates","year":2011,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":506,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto","funders":"","keywords":"Medicine; Bronchopulmonary dysplasia; Continuous positive airway pressure; Mechanical ventilation; Randomized controlled trial; Anesthesia; Confidence interval; Intubation; Ventilation (architecture); Relative risk; Gestational age; Pediatrics; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002797327,0.000154183,0.0005733408,0.0002568415,0.00008868251,0.00001256999,0.0003209325,0.00008161669,0.00007397037],"category_scores_gemma":[0.0005460356,0.00010224,0.0001658174,0.0004821076,0.0001443817,0.00005334695,0.0002531921,0.0003156147,0.00006577186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006220682,"about_ca_system_score_gemma":0.0001884349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000044847,"about_ca_topic_score_gemma":0.00000542514,"domain_scores_codex":[0.9976215,0.0003170002,0.000646838,0.0002821108,0.0007558229,0.0003767099],"domain_scores_gemma":[0.9984908,0.0004630211,0.000166118,0.0005128094,0.0001043692,0.0002628653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9625759,0.0002243541,0.001188438,0.001349528,0.00009394564,0.00006129326,0.001145274,0.000005721761,0.00000406208,0.002529457,0.0003739003,0.03044818],"study_design_scores_gemma":[0.979812,0.001041584,0.002209669,0.00006544209,0.0004094295,0.000004556899,0.0002920107,0.0002355366,0.0008271938,0.0003559455,0.01453938,0.0002072369],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.94732,0.004935691,0.0008415754,0.0003861065,0.000612615,0.007587416,0.00001084755,0.00007439842,0.03823139],"genre_scores_gemma":[0.9956781,0.0002635387,0.002005541,0.0005147479,0.0007909565,0.0004982579,0.000004444535,0.00003319511,0.0002111989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04835816,"threshold_uncertainty_score":0.4169226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4128254771400229,"score_gpt":0.3937436083255109,"score_spread":0.01908186881451202,"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."}}