{"id":"W2771951177","doi":"10.1016/j.pedneo.2017.12.002","title":"Positive end-expiratory pressure during resuscitation at birth in very-low birth weight infants: A randomized-controlled pilot trial","year":2017,"lang":"en","type":"article","venue":"Pediatrics & Neonatology","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Gestational age; Positive end-expiratory pressure; Fraction of inspired oxygen; Resuscitation; Anesthesia; Birth weight; Respiratory distress; Neonatal resuscitation; Continuous positive airway pressure; Pneumothorax; Mechanical ventilation; Surgery; 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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003498508,0.0004915571,0.002655622,0.00106696,0.0007183418,0.00008462415,0.0005970991,0.0004898359,0.0003574259],"category_scores_gemma":[0.01744761,0.0004160764,0.0004025873,0.000403903,0.0006077126,0.0004045457,0.0004562982,0.001241153,0.0001744296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004368499,"about_ca_system_score_gemma":0.001244909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005091886,"about_ca_topic_score_gemma":0.0005538347,"domain_scores_codex":[0.9934533,0.001525117,0.001610905,0.000986374,0.001215533,0.001208797],"domain_scores_gemma":[0.9925708,0.004039869,0.001104581,0.001165448,0.0005420155,0.0005772847],"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":[0.9680545,0.0004130059,0.02450098,0.001231334,0.0001973754,0.001206245,0.0003838272,0.000008217593,0.0003279317,0.0006268446,0.0001908921,0.002858852],"study_design_scores_gemma":[0.9553385,0.00111294,0.02718447,0.00008570492,0.0002478551,0.0000756215,0.00002618538,0.0003394066,0.0005815907,0.0003805965,0.01424578,0.0003813385],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9674443,0.02008332,0.00002256067,0.002043957,0.001528331,0.006574526,0.0001102746,0.0001017684,0.002090939],"genre_scores_gemma":[0.9904181,0.003660756,0.0001286937,0.0005905289,0.001407933,0.001166501,0.00002989964,0.00008537292,0.002512189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02297381,"threshold_uncertainty_score":0.9998291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01894427948067817,"score_gpt":0.3261458390734618,"score_spread":0.3072015595927837,"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."}}