{"id":"W4403243942","doi":"10.1016/j.semperi.2024.151990","title":"Principles of resuscitation for infants with severe bronchopulmonary dysplasia","year":2024,"lang":"en","type":"review","venue":"Seminars in Perinatology","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Bronchopulmonary dysplasia; Resuscitation; Intensive care medicine; Pediatrics; Emergency medicine; Gestational age; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005723095,0.0003948918,0.002050871,0.0009712392,0.00003749207,0.00000727712,0.0002648115,0.0006434479,0.0001075149],"category_scores_gemma":[0.0009214763,0.0002920969,0.0002155917,0.0007636698,0.0002947855,0.00005141456,0.0001611184,0.0009477235,0.00003802832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004208344,"about_ca_system_score_gemma":0.002352977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001373531,"about_ca_topic_score_gemma":0.00004037734,"domain_scores_codex":[0.9972301,0.0001673719,0.0009706884,0.000686426,0.0003918101,0.0005536227],"domain_scores_gemma":[0.9977927,0.001029531,0.000300535,0.0005353228,0.0001760979,0.0001657717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000569129,0.00006442027,0.00008893593,0.2252524,0.00009705176,0.0008905284,0.0000854971,4.68064e-7,5.772362e-7,0.001122512,0.0004157348,0.7714128],"study_design_scores_gemma":[0.0005029456,0.001048857,0.00003780935,0.06448478,0.0003011627,0.001932907,0.00005521304,0.00002544092,0.000002929329,0.00006083184,0.931341,0.0002061455],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004959212,0.9935474,0.000003004489,0.00008730659,0.0002057278,0.002795321,0.0004638806,0.00003524037,0.002366161],"genre_scores_gemma":[0.00009037324,0.9935179,0.00180929,0.00003622076,0.00006178745,0.00126196,0.0003506631,0.0001120954,0.002759747],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9309253,"threshold_uncertainty_score":0.9999531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0799362030321955,"score_gpt":0.430184216841105,"score_spread":0.3502480138089095,"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."}}