{"id":"W4315620355","doi":"10.1097/hep.0000000000000015","title":"Reply","year":2023,"lang":"en","type":"article","venue":"Hepatology","topic":"Pediatric Hepatobiliary Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Scope (computer science); Natural history; Cohort; Liver disease; Alagille syndrome; Medicine; Computer science; Pathology; Internal medicine; Cholestasis","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":[0.004210001,0.0007913,0.001073412,0.0009467293,0.002097424,0.003636776,0.002636184,0.01886117,0.02879843],"category_scores_gemma":[0.05754918,0.0005568702,0.001263667,0.0005953562,0.002615707,0.006484625,0.002703325,0.03266278,0.02421341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002177926,"about_ca_system_score_gemma":0.004118849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003137455,"about_ca_topic_score_gemma":0.003023018,"domain_scores_codex":[0.9971413,0.0007020108,0.000357059,0.0005439418,0.0008758577,0.0003798438],"domain_scores_gemma":[0.9790165,0.007787893,0.001155462,0.0008109123,0.008723647,0.002505586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001918764,0.000006593363,0.000275972,0.00004511202,0.00000631723,0.0002442301,0.00008196911,0.00001418164,0.00004093743,0.0008533578,0.9935951,0.004817094],"study_design_scores_gemma":[0.00002309984,0.00001977127,0.0004977617,0.000231808,0.00001112891,0.001729449,0.000475958,0.0000538045,0.0001697466,0.002324073,0.9944224,0.0000409316],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003290618,0.002807269,0.0002202174,0.9209493,0.07310614,0.00001869691,0.0002046546,0.00009769098,0.002266841],"genre_scores_gemma":[0.002472262,0.001758836,0.0002525242,0.9533187,0.03469375,0.00004996926,0.00009307368,0.00005403717,0.007306894],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02879843,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02516899295140394,"score_gpt":0.3075443021764263,"score_spread":0.2823753092250223,"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."}}