{"id":"W2040927743","doi":"10.1038/sj.jp.7210585","title":"SNAP-II Predicts Severe Intraventricular Hemorrhage and Chronic Lung Disease in the Neonatal Intensive Care Unit","year":2002,"lang":"en","type":"article","venue":"Journal of Perinatology","topic":"Neonatal and fetal brain pathology","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Advancing Health Outcomes; Royal Columbian Hospital; University of Ottawa; Dalhousie University; University of British Columbia","funders":"","keywords":"Medicine; Intraventricular hemorrhage; Neonatal intensive care unit; Gestational age; Snap; Apgar score; Intensive care unit; Lung disease; Pediatrics; Internal medicine; Lung; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000673737,0.0006406021,0.0006721235,0.0006999752,0.000589238,0.0009121374,0.0007174497,0.001114277,0.001443099],"category_scores_gemma":[0.005522397,0.0003857731,0.0005021469,0.0005472038,0.0007138103,0.0005875108,0.000740015,0.001476162,0.0002185048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005221606,"about_ca_system_score_gemma":0.0007077735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002463865,"about_ca_topic_score_gemma":0.002407537,"domain_scores_codex":[0.9994763,0.0001680892,0.00007231531,0.00007293421,0.0000944252,0.0001159112],"domain_scores_gemma":[0.9961641,0.001266777,0.0008604131,0.0001240742,0.0002656847,0.001319082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001772791,0.00003773732,0.9980918,0.000006781781,0.00002438559,0.0006452508,0.00002753926,0.00007949387,0.0002844511,0.00002261954,0.0000980659,0.0005047182],"study_design_scores_gemma":[0.000009404244,0.0001875848,0.9965338,0.00001331587,0.00002855876,0.002039699,0.0002447126,0.0006523271,0.0001618345,0.00006311089,0.0000600461,0.000005682364],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989676,0.0002278409,0.00003796403,0.0000931514,0.00001362283,0.000006194279,0.00006288319,0.000002631226,0.0005880507],"genre_scores_gemma":[0.999516,0.0001277317,0.00006191568,0.00004818132,0.00002317741,0.000006618525,0.0001363137,0.000001257646,0.00007875815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002463865,"threshold_uncertainty_score":0.004899085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01129805149714688,"score_gpt":0.2462050390019885,"score_spread":0.2349069875048416,"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."}}