{"id":"W3139524407","doi":"10.2139/ssrn.3751313","title":"Meningitis Trends and Association With Intraventricular Hemorrhage in Very Preterm Infants","year":2020,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Mount Sinai Hospital; Western University","funders":"","keywords":"Intraventricular hemorrhage; Medicine; Meningitis; Pediatrics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000418735,0.0001793454,0.0002379813,0.001638986,0.0003402185,0.000639192,0.0003804021,0.0005908504,0.002268644],"category_scores_gemma":[0.002131496,0.0001948672,0.0005111339,0.001793027,0.0001727461,0.000683054,0.0003930583,0.0006740935,0.000316862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004113043,"about_ca_system_score_gemma":0.0006097084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01281113,"about_ca_topic_score_gemma":0.01266593,"domain_scores_codex":[0.9996057,0.00005788551,0.00009407473,0.0000799621,0.00006469122,0.00009768902],"domain_scores_gemma":[0.9983813,0.0002520859,0.0008332439,0.00006457711,0.0002365074,0.0002324021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006299434,0.00001266487,0.9986693,0.00001010937,0.00002983154,0.00008970163,0.00004803622,0.000020219,0.00009106141,0.00002145917,0.00009285885,0.0008517669],"study_design_scores_gemma":[0.000001111852,0.00004416766,0.9989865,0.00001382184,0.0000179393,0.0002989242,0.0003299642,0.00009418014,0.00003901189,0.00001445003,0.0001574685,0.000002324173],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964762,0.0007989077,0.00004780935,0.0001158154,0.00001162807,0.000003300959,0.001496074,0.000006325508,0.001043952],"genre_scores_gemma":[0.99797,0.000659044,0.00007215883,0.00002732407,0.00002213277,0.000006350125,0.0009379114,0.000003331176,0.0003016892],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01281113,"threshold_uncertainty_score":0.02547312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01206474135751696,"score_gpt":0.2882859140136781,"score_spread":0.2762211726561611,"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."}}