{"id":"W2997063435","doi":"10.1111/add.14887","title":"Commentary on Barré <i>et al</i>. (2020): Identifying remaining barriers to hepatitis C treatment in the DAA era","year":2019,"lang":"en","type":"letter","venue":"Addiction","topic":"Hepatitis C virus research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Health and Medical Research Council","keywords":"Medicine; Hepatitis C; Hepatitis C virus; Incidence (geometry); Cohort; Internal medicine; Virology; Virus","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008604213,0.0004070673,0.0005474864,0.000501114,0.0001967035,0.0001305594,0.0002835944,0.0003398994,0.0010798],"category_scores_gemma":[0.0003153803,0.0003157595,0.0001919317,0.0005027392,0.00004797775,0.000229062,0.00008239299,0.002232606,0.0007934856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001570159,"about_ca_system_score_gemma":0.0003190465,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007525337,"about_ca_topic_score_gemma":0.001717714,"domain_scores_codex":[0.9961175,0.0007318266,0.0004849347,0.0007139817,0.001316464,0.000635281],"domain_scores_gemma":[0.9981132,0.0005704498,0.0001169274,0.0009473517,0.00007102103,0.0001810255],"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":[0.00009782563,0.00004242295,0.01347498,0.00004461932,0.0001692274,0.001545127,0.001553998,0.00001966499,0.00009085383,0.000004609119,0.9706947,0.01226201],"study_design_scores_gemma":[0.001301343,0.001259446,0.00562239,0.0007978795,0.000107058,0.0000390981,0.0001531643,0.0001630165,0.00008099018,0.00001150797,0.9902174,0.0002466363],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01189157,0.0001764501,0.00009213955,0.9767268,0.0009848851,0.002371998,0.0002978701,0.00008418422,0.007374118],"genre_scores_gemma":[0.02437988,0.001201384,0.000184276,0.9683971,0.001597945,0.0005234663,0.002683707,0.0001069811,0.0009252373],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01952281,"threshold_uncertainty_score":0.9999845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03090589634990167,"score_gpt":0.3334226116759332,"score_spread":0.3025167153260316,"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."}}