{"id":"W2178729470","doi":"10.1155/2014/651717","title":"Chronic Hepatitis C in Western Canada: A Survey of Practice Patterns among Gastroenterologists in Alberta and British Columbia","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Gastroenterology and Hepatology","topic":"Hepatitis C virus research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Calgary; University of British Columbia","funders":"","keywords":"Medicine; Referral; Medical prescription; Hepatitis C virus; Hepatitis C; Family medicine; Internal medicine; Liver disease; Chronic liver disease; Chronic hepatitis; Liver biopsy; Biopsy; Cirrhosis; Immunology; Virus; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0004345872,0.0002977639,0.0002541894,0.001109979,0.001722011,0.0008319209,0.0008005244,0.0004357334,0.001951753],"category_scores_gemma":[0.001263405,0.0002936893,0.0001780746,0.003138499,0.0005786957,0.0001850347,0.0005771299,0.0003585612,0.0003410444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01480761,"about_ca_system_score_gemma":0.02065964,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9927325,"about_ca_topic_score_gemma":0.9956116,"domain_scores_codex":[0.9991482,0.00006725521,0.00005784539,0.00007599175,0.0003944109,0.000256246],"domain_scores_gemma":[0.9977515,0.0001287065,0.0003308401,0.00002799911,0.0009310514,0.0008297719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006683089,0.00005098268,0.9848806,0.0001006572,0.00002227026,0.0002766222,0.001620006,0.00008187394,0.0005070327,0.00003853167,0.002567921,0.009786625],"study_design_scores_gemma":[0.00001012295,0.0000305076,0.9958342,0.00006085977,0.000009092721,0.0001021994,0.002317121,0.0001415607,0.00004641798,0.000005623128,0.001435773,0.000006348015],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911085,0.001832358,0.00007241574,0.0008696144,0.00001956929,0.00006120202,0.002213088,0.00001698121,0.003806237],"genre_scores_gemma":[0.9942755,0.001500497,0.0002173025,0.0005409595,0.00001003111,0.00002360111,0.0009736685,0.000005254126,0.00245318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01480761,"threshold_uncertainty_score":0.1074373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01109023146592298,"score_gpt":0.2482934094723217,"score_spread":0.2372031780063988,"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."}}