{"id":"W2294032921","doi":"10.1371/journal.pone.0150176","title":"Assessing Hepatitis C Burden and Treatment Effectiveness through the British Columbia Hepatitis Testers Cohort (BC-HTC): Design and Characteristics of Linked and Unlinked Participants","year":2016,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Data Quality and Management","field":"Decision Sciences","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario HIV Treatment Network; BC Cancer Agency; Ministry of Health; BC Centre for Disease Control; University of British Columbia; Provincial Health Services Authority","funders":"National Institute on Minority Health and Health Disparities; British Columbia Centre for Disease Control; BC Cancer Agency; Provincial Health Services Authority","keywords":"Medicine; Cohort; Hepatitis C; Record linkage; Epidemiology; Linkage (software); Tuberculosis; Hepatitis B; Cohort study; Environmental health; Internal medicine; Population; Pathology; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.005473782,0.0005591298,0.0004324268,0.002181471,0.002432574,0.0009268961,0.001409622,0.0006915627,0.002188726],"category_scores_gemma":[0.009594415,0.0005016417,0.0006824304,0.003596614,0.0008101325,0.0004146502,0.001902764,0.0006985352,0.0004407993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00559316,"about_ca_system_score_gemma":0.006457803,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5175046,"about_ca_topic_score_gemma":0.4650099,"domain_scores_codex":[0.9957601,0.001665636,0.0002488677,0.0008042893,0.0008912015,0.0006297662],"domain_scores_gemma":[0.9949304,0.0004800437,0.001294458,0.0008424455,0.001658083,0.0007945116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009113585,0.0002206977,0.9918745,0.00003116612,0.0001294392,0.00008161006,0.0007062105,0.0002582022,0.0002588287,0.0002510358,0.001046474,0.004230471],"study_design_scores_gemma":[0.0002352521,0.0006420604,0.9927849,0.00005281547,0.0001388279,0.0001613226,0.0009867093,0.0009458002,0.0002529453,0.0002157554,0.003552645,0.00003108772],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825073,0.0002583863,0.00154973,0.0001338909,0.00001638296,0.002415427,0.01119112,0.00001832274,0.001909362],"genre_scores_gemma":[0.976397,0.0002377325,0.003892296,0.0002606234,0.00002049819,0.005271914,0.01120803,0.00003112738,0.002680838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4824954,"threshold_uncertainty_score":0.9706739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2180703489953547,"score_gpt":0.3528604604680532,"score_spread":0.1347901114726985,"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."}}