{"id":"W4414266423","doi":"10.1177/09732179251375569","title":"Novel SIMPAP for Primary Treatment of Respiratory Distress in Premature Neonates— A Randomized Controlled Trial","year":2025,"lang":"en","type":"article","venue":"Journal of Neonatology","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Continuous positive airway pressure; Respiratory distress; Randomized controlled trial; Positive pressure; Positive airway pressure; Gestation; Respiratory system; Respiratory failure","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":[0.002682732,0.001205161,0.004845688,0.0005504193,0.0003725922,0.001133073,0.000997693,0.00236345,0.006292919],"category_scores_gemma":[0.002908113,0.0005790342,0.00318834,0.000500924,0.0008863545,0.001045218,0.0005179872,0.002067347,0.000526601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006671765,"about_ca_system_score_gemma":0.001156085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007447866,"about_ca_topic_score_gemma":0.001213243,"domain_scores_codex":[0.9986597,0.0007638106,0.0001474883,0.0001946061,0.0001186673,0.0001157074],"domain_scores_gemma":[0.9986767,0.0004855566,0.0003641074,0.00008891599,0.0001291202,0.0002555093],"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":[0.981869,0.003723152,0.0003874135,0.002964815,0.002124341,0.0000394438,0.00002655987,0.00009965856,0.0005968558,0.00008586191,0.0002985023,0.007784467],"study_design_scores_gemma":[0.9553451,0.04140952,0.0008366485,0.0001511998,0.001429615,0.00001910349,0.0000199906,0.0002373876,0.0001243602,0.0000742464,0.0003435703,0.000009246023],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9383875,0.04154039,0.001277448,0.001328428,0.002762707,0.01125148,0.001155079,0.0001268296,0.002170128],"genre_scores_gemma":[0.9546307,0.0179741,0.003319325,0.001851956,0.002055904,0.01611877,0.0007863278,0.00002104483,0.003241818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006292919,"threshold_uncertainty_score":0.02105188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03451489486637462,"score_gpt":0.3918547266443602,"score_spread":0.3573398317779856,"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."}}