{"id":"W7110873476","doi":"10.1371/journal.pone.0333584.s004","title":"Death code used to identify liver-related death.","year":2025,"lang":"","type":"article","venue":"Figshare","topic":"Hepatitis C virus research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Viremia; Hazard ratio; Cohort; Disease; Hepatitis C; Cause of death; Hazard; Cohort study; Human immunodeficiency virus (HIV)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003949649,0.0005391049,0.0003231406,0.002321474,0.0007974184,0.0005165649,0.0008430443,0.0003961029,0.0400536],"category_scores_gemma":[0.00367673,0.0001775641,0.0005564489,0.002148055,0.0003156291,0.0003684784,0.0007727477,0.0008482396,0.006600009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003348943,"about_ca_system_score_gemma":0.00443514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2659844,"about_ca_topic_score_gemma":0.4212571,"domain_scores_codex":[0.999302,0.00006877356,0.0001571954,0.0001308409,0.0001817107,0.0001594037],"domain_scores_gemma":[0.9965224,0.0002370529,0.001389711,0.000221106,0.001273366,0.0003564268],"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":[0.001125028,0.00008720266,0.4615836,0.002107666,0.0002062201,0.0004954503,0.0005091133,0.001337746,0.0005805912,0.003950611,0.4967522,0.03126466],"study_design_scores_gemma":[0.0004878214,0.0002301202,0.6622719,0.0009982078,0.00009334898,0.0007123182,0.0007688676,0.003645728,0.0003667485,0.001644304,0.3287091,0.00007157792],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.03909561,0.0005601457,0.001212545,0.000812834,0.0003924268,0.001145406,0.9206868,0.0004714808,0.03562275],"genre_scores_gemma":[0.2818795,0.000955808,0.002420263,0.001209826,0.0002611247,0.001506848,0.6837061,0.0001937497,0.02786686],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2659844,"threshold_uncertainty_score":0.5288723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1637761746386034,"score_gpt":0.4293135788515915,"score_spread":0.265537404212988,"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."}}