{"id":"W4416591167","doi":"10.1001/jamanetworkopen.2025.45258","title":"Physiologic Transition During Delayed Cord Clamping With Assisted Ventilation in Preterm Infants","year":2025,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Alberta","funders":"National Institutes of Health","keywords":"Cord clamping; Ventilation (architecture); Clamping; Assisted ventilation; Artificial ventilation; Hypercapnia","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0006595399,0.0001209693,0.0002994653,0.0001328966,0.0001379222,0.00007412265,0.0001903915,0.0001317182,0.00004924523],"category_scores_gemma":[0.00008056244,0.0001020781,0.00003113954,0.0007805058,0.00004027674,0.0002751454,0.0001121282,0.0004332585,0.000010085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002307389,"about_ca_system_score_gemma":0.000273845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001258939,"about_ca_topic_score_gemma":0.0002499734,"domain_scores_codex":[0.9985117,0.0002082871,0.0003286942,0.0003235768,0.0002345961,0.0003931434],"domain_scores_gemma":[0.9993268,0.0001202541,0.00008658632,0.0002826733,0.00009005692,0.0000936145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.2363025,0.0005433685,0.2047292,0.003505936,0.0003662199,0.0009941891,0.0007502632,0.007990308,0.02865358,0.0004956472,0.000881228,0.5147876],"study_design_scores_gemma":[0.004177555,0.0004588416,0.9879644,0.002280652,0.00001982509,0.00001062576,0.00003428253,0.0029979,0.0005225763,0.0001038611,0.001330915,0.00009855726],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929999,0.0004674853,0.0002576552,0.0008030173,0.00006715392,0.001798171,0.000002923985,0.00003574582,0.003568015],"genre_scores_gemma":[0.997383,0.0000968793,0.0007233106,0.001138262,0.0001169523,0.0001613814,0.00005573357,0.00001540095,0.0003090632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7832352,"threshold_uncertainty_score":0.4162626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04416693809860786,"score_gpt":0.3803044413765171,"score_spread":0.3361375032779093,"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."}}