{"id":"W4403552054","doi":"10.21203/rs.3.rs-5004969/v1","title":"Utility of Serum Matrix Metalloproteinase-7 as a Biomarker in Cholestatic Infants with Congenital Heart Disease","year":2024,"lang":"en","type":"preprint","venue":"Research Square","topic":"Pediatric Hepatobiliary Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"Cincinnati Children's Hospital Medical Center","keywords":"Medicine; Interquartile range; Biomarker; Cholestasis; Internal medicine; Gastroenterology; Population; Cohort","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":[0.0009829473,0.0005766065,0.0005175055,0.001108575,0.0001604078,0.001177684,0.0002978554,0.0006772659,0.001100815],"category_scores_gemma":[0.006213405,0.0001888646,0.0003496681,0.000552874,0.0003244928,0.0003697715,0.0003771172,0.0007465439,0.000366105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002534805,"about_ca_system_score_gemma":0.0004139594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008483285,"about_ca_topic_score_gemma":0.0005217586,"domain_scores_codex":[0.9994436,0.0002249353,0.00005110522,0.00006898649,0.0001472262,0.00006407207],"domain_scores_gemma":[0.9983863,0.0008192955,0.0002811624,0.00008347366,0.0002546042,0.0001753121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009481394,0.00009731445,0.9637234,0.0000720571,0.0001118366,0.001356936,0.0001482998,0.0002585943,0.006818442,0.0002527915,0.0008089104,0.02540326],"study_design_scores_gemma":[0.00005366254,0.0008972569,0.968348,0.0001181679,0.0002671877,0.006350232,0.0006540373,0.005005884,0.01481697,0.0008901322,0.002575047,0.00002335773],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919459,0.003929299,0.0009858496,0.0006268333,0.0001082591,0.00001346332,0.000497787,0.00004624031,0.001846246],"genre_scores_gemma":[0.9959654,0.001383623,0.001577896,0.00007982659,0.0001158732,0.00001152843,0.0003198861,0.00001262311,0.0005334717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001177684,"threshold_uncertainty_score":0.005198359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05023837117033063,"score_gpt":0.412814828488109,"score_spread":0.3625764573177783,"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."}}