{"id":"W4416780202","doi":"10.1111/jvh.70112","title":"Time to Hepatitis C Care Engagement and Treatment Outcomes in Canadian Immigrants Have Markedly Improved Over Three Decades","year":2025,"lang":"en","type":"article","venue":"Journal of Viral Hepatitis","topic":"Hepatitis C virus research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Ottawa Hospital; University of Toronto","funders":"","keywords":"Immigration; Cohort; Hepatitis C; Hepatitis C virus; Specialty; Retrospective cohort study; Medical record; Cohort study","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004555781,0.0002767405,0.0007749712,0.001201378,0.0001253964,0.0000740414,0.0001707501,0.0001444374,0.0006028842],"category_scores_gemma":[0.0004595127,0.0002264623,0.0001820189,0.0002893709,0.00007488982,0.0001918592,0.00008013834,0.0003942531,0.00004998013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002400332,"about_ca_system_score_gemma":0.001173554,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6865514,"about_ca_topic_score_gemma":0.9353919,"domain_scores_codex":[0.9977404,0.00015756,0.0007313578,0.0002781063,0.0004610154,0.0006315489],"domain_scores_gemma":[0.9984361,0.0001762079,0.0001268454,0.0002774193,0.0002857416,0.0006976629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001714778,0.00009062025,0.8613774,0.00005164291,0.0002131819,0.0007683657,0.0008994325,0.000002775724,0.0005243139,0.0000118721,0.001360493,0.1345284],"study_design_scores_gemma":[0.002971368,0.00179486,0.9705334,0.0004334369,0.0001014148,0.00001842384,0.0001250707,0.0006881587,0.0005023262,0.0000389143,0.02261437,0.0001783067],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914621,0.0008789051,0.00001947703,0.002689861,0.0001562517,0.0008932143,0.000153666,0.00001065515,0.003735869],"genre_scores_gemma":[0.9937251,0.001537238,0.0009684894,0.001038168,0.00008247194,0.00004229703,0.00001282637,0.000030134,0.002563302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2488405,"threshold_uncertainty_score":0.9234864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.016583927344972,"score_gpt":0.3206791233556869,"score_spread":0.3040951960107149,"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."}}