{"id":"W1597470062","doi":"10.1111/j.1365-2893.2010.01370.x","title":"Factors associated with specialist assessment and treatment for hepatitis C virus infection in New South Wales, Australia","year":2010,"lang":"en","type":"article","venue":"Journal of Viral Hepatitis","topic":"Hepatitis C virus research","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Internal medicine; Hepatitis C virus; Hepatitis C; Cirrhosis; Gastroenterology; Liver biopsy; Biopsy; Virus; Immunology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00078797,0.0001188569,0.000272752,0.000496838,0.0007175647,0.0005865065,0.0003548358,0.000380728,0.001142102],"category_scores_gemma":[0.004755146,0.0002143461,0.000224714,0.0006121895,0.0003748415,0.0003359806,0.0006864488,0.0006045812,0.0001091005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001046865,"about_ca_system_score_gemma":0.001198871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1187345,"about_ca_topic_score_gemma":0.1670263,"domain_scores_codex":[0.9989353,0.0003760878,0.0001617129,0.0001238941,0.0002656307,0.0001373702],"domain_scores_gemma":[0.9967772,0.0004959534,0.001353522,0.0000716371,0.0004505675,0.0008510293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001572567,0.00004541145,0.9975684,0.00002221138,0.00001488739,0.0001256078,0.0006241658,0.00001422764,0.0001142284,0.00001005887,0.0001302873,0.001314692],"study_design_scores_gemma":[0.000001306616,0.0000263429,0.9992437,0.000008855099,0.000002753769,0.00009898093,0.0004768943,0.0000469836,0.000005049835,0.000004637606,0.00008284785,0.000001549568],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991575,0.0001733511,0.0000208888,0.0001726103,0.000004988012,0.000015804,0.00003696674,6.105286e-7,0.0004172387],"genre_scores_gemma":[0.9995639,0.0001047714,0.0000488287,0.00006934983,0.000004919372,0.00001317872,0.00003679168,4.35092e-7,0.0001577771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1187345,"threshold_uncertainty_score":0.2360868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1057075708704663,"score_gpt":0.3898121804630368,"score_spread":0.2841046095925706,"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."}}