{"id":"W4399671765","doi":"10.1186/s12887-024-04664-8","title":"The performance of the practices associated with the occurrence of severe intraventricular hemorrhage in the very premature infants: data analysis from the Chinese neonatal network","year":2024,"lang":"en","type":"article","venue":"BMC Pediatrics","topic":"Neonatal and fetal brain pathology","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital","funders":"Canadian Institutes of Health Research; Natural Science Foundation of Sichuan Province","keywords":"Medicine; Intraventricular hemorrhage; Intensive care; Pediatrics; Intensive care medicine; Gestational age; Pregnancy","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.002053388,0.0001949642,0.0003151757,0.00004928446,0.0002527208,0.00005952403,0.001467414,0.0001171379,0.00001258217],"category_scores_gemma":[0.002422488,0.00005794624,0.0001468947,0.003884178,0.000283449,0.0001970152,0.0004613139,0.0008775513,0.000002721591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002189667,"about_ca_system_score_gemma":0.00025353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001092405,"about_ca_topic_score_gemma":0.0007271529,"domain_scores_codex":[0.9978635,0.0004844299,0.0003754009,0.0003203312,0.0006895741,0.0002667041],"domain_scores_gemma":[0.992135,0.005794337,0.0005600838,0.001384746,0.00009884054,0.00002700796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004699274,0.0001132308,0.9854534,0.0002541018,0.000512664,0.000105071,0.002914458,0.001856086,0.00001236061,0.00006014558,0.00470461,0.003543898],"study_design_scores_gemma":[0.0005024435,0.0001120515,0.9693735,0.00009633806,0.002798079,0.0001196933,0.001181328,0.0236603,0.000008212256,0.00009126987,0.001921566,0.0001351909],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9732061,0.02273526,0.00008549466,0.002314831,0.0002859532,0.0005646683,0.0007018838,0.00001619704,0.00008958062],"genre_scores_gemma":[0.997727,0.000964682,0.00009718657,0.0003667436,0.0004375582,0.00001689302,0.0003157716,0.0000097938,0.00006431841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02452092,"threshold_uncertainty_score":0.3812572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01266010097443473,"score_gpt":0.2617451943884768,"score_spread":0.249085093414042,"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."}}