{"id":"W3137774675","doi":"10.1111/dar.13282","title":"Concordance between self‐reported and current hepatitis C virus infection status in a sample of people who inject drugs in Sydney and Canberra, Australia","year":2021,"lang":"en","type":"article","venue":"Drug and Alcohol Review","topic":"Hepatitis C virus research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Concordance; Medicine; Hepatitis C virus; Hepatitis C; Internal medicine; Family medicine; Immunology; Virus","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006862365,0.0001696255,0.0008705438,0.0001481004,0.00003345744,0.00002125174,0.00002840507,0.00005492953,0.00007469937],"category_scores_gemma":[0.0006851223,0.0001606311,0.00004277701,0.0006532338,0.00007404089,0.0001158536,0.00008815059,0.0003466832,0.00000238387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009639619,"about_ca_system_score_gemma":0.0002774628,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09425314,"about_ca_topic_score_gemma":0.04004737,"domain_scores_codex":[0.9981269,0.0002779291,0.0006247821,0.0003749525,0.0002795358,0.0003159583],"domain_scores_gemma":[0.9990519,0.0002338999,0.0001388446,0.0002183947,0.0001312279,0.0002256856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000007273154,0.00005750495,0.9121471,0.005570081,0.00003995674,0.00003477468,0.001000781,1.104541e-7,0.00006877887,0.0000137304,0.0003433626,0.08071654],"study_design_scores_gemma":[0.001190169,0.00007110122,0.9727625,0.00823162,0.0001128584,0.00002393982,0.00003429868,0.00005306513,0.0002876625,0.00004911092,0.01703352,0.0001501061],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9184985,0.08034472,0.000005510278,0.0002254174,0.00004017578,0.0006675559,0.0001134276,0.00001268919,0.00009206131],"genre_scores_gemma":[0.5590656,0.4406424,0.00007150828,0.00005189967,0.00001864409,0.00004140507,0.00006530807,0.000009151564,0.00003402003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3602977,"threshold_uncertainty_score":0.9774693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06350151398013028,"score_gpt":0.3922638246716085,"score_spread":0.3287623106914782,"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."}}