{"id":"W4312133575","doi":"10.3390/children9121948","title":"Grading of Intraventricular Hemorrhage and Neurodevelopment in Preterm <29 Weeks’ GA in Canada","year":2022,"lang":"en","type":"article","venue":"Children","topic":"Neonatal and fetal brain pathology","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; McMaster University; University of Toronto; Mount Sinai Hospital","funders":"Canadian Institutes of Health Research","keywords":"Intraventricular hemorrhage; Medicine; Odds ratio; Pediatrics; Retrospective cohort study; Bronchopulmonary dysplasia; Gestational age; Internal medicine; Pregnancy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0007991171,0.0003383831,0.000344313,0.001497958,0.001339315,0.0007916873,0.001206356,0.0003358782,0.001364886],"category_scores_gemma":[0.003488677,0.000228037,0.0005729803,0.002957886,0.0004308492,0.0002329374,0.0008418618,0.0004792024,0.0001612063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01467882,"about_ca_system_score_gemma":0.02224876,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9837897,"about_ca_topic_score_gemma":0.981159,"domain_scores_codex":[0.9990694,0.00008128891,0.00007379148,0.0001619669,0.0003327754,0.0002807594],"domain_scores_gemma":[0.9976881,0.0001047892,0.0007479263,0.00006270766,0.001017304,0.0003791076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004006179,0.000006944171,0.9973993,0.00002023404,0.00002629776,0.00007415923,0.0001320993,0.00005718406,0.00005787944,0.00003978162,0.0002988956,0.001847075],"study_design_scores_gemma":[0.000003006353,0.00001661191,0.9988714,0.00003409555,0.00001702705,0.00009797129,0.0003349741,0.000194745,0.00003858605,0.0000153515,0.0003715618,0.000004742167],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993548,0.0008925861,0.00009417403,0.0002074859,0.00001399695,0.00003168738,0.003888308,0.000007558423,0.00131635],"genre_scores_gemma":[0.9973114,0.0005826351,0.0001364198,0.00004199579,0.000004476331,0.00001300019,0.001532343,0.000002921139,0.000374822],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01621026,"threshold_uncertainty_score":0.1065028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005096184630603355,"score_gpt":0.1860403032378097,"score_spread":0.1809441186072063,"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."}}