{"id":"W2408232668","doi":"10.1177/003335491412900110","title":"Accuracy of Physician Reporting in Routine Public Health Surveillance for Hepatitis C Virus Infection","year":2014,"lang":"en","type":"article","venue":"Public Health Reports","topic":"Hepatitis C virus research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Université de Montréal","funders":"","keywords":"Medicine; Public health; Family medicine; Risk factor; Hepatitis C virus; Internal medicine; Immunology; Virus; Pathology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03131751,0.0003235531,0.0004082614,0.001694869,0.0002831838,0.001183286,0.000773689,0.0006633163,0.0005067129],"category_scores_gemma":[0.116188,0.0003163184,0.0003516985,0.001419999,0.0005822084,0.0007615007,0.0007704778,0.0004120101,0.0002651312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008186509,"about_ca_system_score_gemma":0.0008089519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01284258,"about_ca_topic_score_gemma":0.01120063,"domain_scores_codex":[0.9675614,0.0222597,0.002771804,0.002049064,0.004587685,0.0007702907],"domain_scores_gemma":[0.8901471,0.06627852,0.0237713,0.006031361,0.01245195,0.001319797],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002564603,0.00001839101,0.9868953,0.00005682041,0.00007612597,0.00002133858,0.0003149847,0.000250297,0.0001706542,0.00001778823,0.0004331081,0.01148873],"study_design_scores_gemma":[0.00001634046,0.0001805919,0.9948915,0.0000564865,0.000043507,0.0001706503,0.0002447286,0.003093625,0.0005812635,0.00003269484,0.0006803541,0.000008158609],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917994,0.001400281,0.002454256,0.0004551933,0.00008114647,0.00007422985,0.001289405,0.0001060574,0.002340186],"genre_scores_gemma":[0.9980397,0.0001540068,0.001118968,0.00007165843,0.0000384741,0.00001867875,0.0004406602,0.000004221338,0.0001137996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9686825,"threshold_uncertainty_score":0.1656249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1371218673264605,"score_gpt":0.4239557587052309,"score_spread":0.2868338913787705,"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."}}