{"id":"W2043236421","doi":"10.1503/cmaj.115-0012","title":"Hepatitis C screening","year":2015,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Hepatitis C virus research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; University of Toronto","funders":"","keywords":"Medicine; Health care; Echo (communications protocol); Hepatitis C; Computer science; Family medicine; Data science; Political science; Virology; Computer security; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001673073,0.0005060013,0.0005339167,0.0008636186,0.00413713,0.001493346,0.0009383485,0.01754415,0.007269698],"category_scores_gemma":[0.01145719,0.000345124,0.0006876299,0.0005042112,0.0009844655,0.001429794,0.00112669,0.01564102,0.002766902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004424984,"about_ca_system_score_gemma":0.004146419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03519809,"about_ca_topic_score_gemma":0.05460078,"domain_scores_codex":[0.9978042,0.0004635598,0.0002458383,0.0003375759,0.0008099879,0.000338702],"domain_scores_gemma":[0.9970631,0.0008445223,0.0001582672,0.0001195338,0.0007804009,0.001034075],"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":[0.00004341114,0.00008591307,0.00422408,0.00005026649,0.00001295333,0.004593561,0.0001374047,0.00003528287,0.0003455841,0.002017332,0.9632643,0.02518995],"study_design_scores_gemma":[0.000162929,0.0003588622,0.01314541,0.001764477,0.00007454084,0.023143,0.0007093458,0.0009527361,0.0006343928,0.007277804,0.9516824,0.00009412623],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001486311,0.001685291,0.0002142395,0.9692421,0.01597365,0.00003518389,0.0001185937,0.00004213229,0.01120248],"genre_scores_gemma":[0.014699,0.001727461,0.0003604929,0.95021,0.02301915,0.0000301385,0.0001147388,0.00001832469,0.009820633],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03519809,"threshold_uncertainty_score":0.06998646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03327864610679144,"score_gpt":0.3044156901045949,"score_spread":0.2711370439978035,"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."}}