{"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":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.002046826,0.0001347781,0.0005427723,0.00002920447,0.0003805582,0.001823054,0.0001998802,0.00006485122,0.00004889882],"category_scores_gemma":[0.001566181,0.0001045608,0.00002852702,0.0001589401,0.0004688833,0.0006820767,0.0002209315,0.00005038094,0.000006370142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004681979,"about_ca_system_score_gemma":0.00003825484,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03363596,"about_ca_topic_score_gemma":0.008736778,"domain_scores_codex":[0.9973027,0.0007790994,0.0005241253,0.0004984363,0.000631072,0.0002645652],"domain_scores_gemma":[0.9951907,0.003847199,0.0002780769,0.0004153126,0.0001650231,0.0001036666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002645062,0.0002318103,0.8343815,0.00005706998,0.000264535,0.0000215733,0.0005161375,3.821443e-7,0.001711313,0.00003236333,0.00008851722,0.1626684],"study_design_scores_gemma":[0.0008683383,0.0003428374,0.9936858,0.0005979594,0.0002863582,0.000004460126,0.000184345,0.0003882582,0.0004209125,0.002789258,0.0002739627,0.0001574964],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934933,0.0001396644,0.004586209,0.0005152219,0.00005113363,0.0009539354,0.000177069,0.00002422738,0.00005923478],"genre_scores_gemma":[0.9938014,0.003068488,0.002362918,0.00008048382,0.00004995435,0.0001116133,0.00001009254,0.00001333788,0.0005016999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1625109,"threshold_uncertainty_score":0.9992132,"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."}}