{"id":"W4386541142","doi":"10.3138/canlivj-2023-0005","title":"Pharmacy-based screening program to detect hepatitis C in ‘baby-boomer’ cohorts in western Canada","year":2023,"lang":"en","type":"article","venue":"Canadian Liver Journal","topic":"Hepatitis C virus research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of Calgary","funders":"","keywords":"Pharmacy; Medicine; Baby boomers; Cohort; Hepatitis C; Hepatitis C virus; Family medicine; Context (archaeology); Point-of-care testing; Gerontology; Internal medicine; Virology; Immunology; Virus","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0007056831,0.0001787371,0.0003399226,0.001714554,0.000130681,0.00009116879,0.0002308414,0.00006555754,0.0005593802],"category_scores_gemma":[0.0002965175,0.000194352,0.00005719606,0.001553044,0.00003828294,0.0001123133,0.0000330114,0.0009025463,0.0001077914],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002531619,"about_ca_system_score_gemma":0.009652296,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9923695,"about_ca_topic_score_gemma":0.9997547,"domain_scores_codex":[0.9973109,0.0001711836,0.0004111028,0.000275998,0.0006696348,0.001161185],"domain_scores_gemma":[0.9973145,0.00008278502,0.00004781569,0.000203104,0.000144195,0.002207594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003473993,0.000009521433,0.7566399,0.00002722543,0.00002007998,0.02746242,0.0001307071,0.0002611684,0.00005327032,4.081554e-7,0.009934535,0.205426],"study_design_scores_gemma":[0.001650197,0.0001560095,0.7839066,0.0004314103,0.00001173592,0.0001673889,0.00004224569,0.006680648,0.0001841702,0.000002518148,0.2065589,0.0002080904],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922981,0.0001732516,0.00004647374,0.00557121,0.000220791,0.0009342633,0.00007267859,0.00003582393,0.0006474014],"genre_scores_gemma":[0.9955373,0.0001335012,0.0006132753,0.002858028,0.000172918,0.00008762816,0.00002690178,0.00005020122,0.0005202913],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2052179,"threshold_uncertainty_score":0.9959621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0474200653134305,"score_gpt":0.3365542601561505,"score_spread":0.28913419484272,"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."}}