{"id":"W2080054123","doi":"10.1056/nejmoa1214533","title":"A Trial Comparing Noninvasive Ventilation Strategies in Preterm Infants","year":2013,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":236,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; University of Ottawa; McMaster University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Bronchopulmonary dysplasia; Continuous positive airway pressure; Gestational age; Necrotizing enterocolitis; Birth weight; Odds ratio; Pediatrics; Anesthesia; Low birth weight; Positive airway pressure; Pregnancy; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001148524,0.0001116732,0.0005254335,0.0004284007,0.00002760346,0.00001939509,0.000112047,0.00006781417,0.0004197553],"category_scores_gemma":[0.001053224,0.00007427923,0.00004654839,0.0002277462,0.00007935433,0.0003028716,0.00002132744,0.0006297935,0.00001717637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001111976,"about_ca_system_score_gemma":0.0008258432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003764632,"about_ca_topic_score_gemma":0.0001184415,"domain_scores_codex":[0.9980035,0.0001218798,0.0007574515,0.0001102574,0.0007481619,0.0002587816],"domain_scores_gemma":[0.9985399,0.0003163355,0.00029955,0.0001402926,0.0002837544,0.0004201484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.1620889,0.0003042796,0.07266296,0.000824802,0.0001524669,0.002032382,0.005178156,0.0001319419,0.01902587,0.0002570192,0.00362631,0.7337149],"study_design_scores_gemma":[0.7577205,0.0102721,0.2057841,0.002850412,0.0000755201,0.001183455,0.0009092686,0.0004649165,0.0009805026,0.001499355,0.01811493,0.0001449529],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921943,0.001931532,0.0001515757,0.002497879,0.0004356216,0.0006320329,2.345707e-7,0.000006732485,0.002150078],"genre_scores_gemma":[0.9962498,0.0002724666,0.0002368263,0.000268499,0.002816292,0.000005582312,0.000002251038,0.00001204965,0.0001362599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7335699,"threshold_uncertainty_score":0.4596027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07507274001598625,"score_gpt":0.3889732352345026,"score_spread":0.3139004952185163,"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."}}