{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008109199,0.0003440962,0.0003585371,0.001141095,0.002207062,0.001423205,0.0008583823,0.0005485597,0.001517889],"category_scores_gemma":[0.003406806,0.0001934465,0.0006859936,0.003160066,0.0007367395,0.0004591923,0.001017773,0.0006946715,0.0001477381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0176022,"about_ca_system_score_gemma":0.02185909,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9780846,"about_ca_topic_score_gemma":0.9814088,"domain_scores_codex":[0.9991022,0.00005766427,0.00005222442,0.0001167379,0.0002606695,0.0004104706],"domain_scores_gemma":[0.9977939,0.0001042467,0.0007519008,0.00005978224,0.0007696772,0.0005205341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007455148,0.00001727814,0.9943626,0.000018774,0.00004511963,0.00005946381,0.0005294498,0.0000835422,0.00006715795,0.00006037224,0.0004664545,0.004215243],"study_design_scores_gemma":[0.000003194496,0.00001635303,0.998563,0.00001850516,0.0000154933,0.0000427816,0.0005801346,0.00009507957,0.00002322677,0.000009190259,0.0006255403,0.000007471714],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953855,0.001081049,0.00004675655,0.0004554306,0.00001619733,0.00001087074,0.001694939,0.000008477008,0.001300751],"genre_scores_gemma":[0.9981096,0.000469326,0.00006233513,0.00009667653,0.000008771747,0.000006081136,0.0009434786,0.00000261739,0.0003011469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02191544,"threshold_uncertainty_score":0.1277135,"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."}}