{"id":"W4388544735","doi":"10.2196/39472","title":"Hepatitis C Knowledge and Self-Reported Testing Behavior in the General Population in China: Online Cross-Sectional Survey","year":2023,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Hepatitis C virus research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cross-sectional study; Population; Environmental health; Medicine; Virology; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.001375241,0.0002831293,0.0003349673,0.00123448,0.000635414,0.0004465571,0.0004013967,0.0005590402,0.001630091],"category_scores_gemma":[0.001699458,0.000363866,0.0004538865,0.001426136,0.0003066173,0.0006574955,0.0004955338,0.0005345576,0.0003181672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008493087,"about_ca_system_score_gemma":0.0008928347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02915059,"about_ca_topic_score_gemma":0.03186912,"domain_scores_codex":[0.9993433,0.0001050931,0.0001091374,0.0001262296,0.0001933663,0.0001228783],"domain_scores_gemma":[0.9987441,0.0001247731,0.0004564303,0.00008192441,0.0002445079,0.000348075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001614581,0.00006384622,0.9989666,0.00001376004,0.00001848295,0.00002628734,0.000111598,0.00001565085,0.00007993499,0.000005987314,0.00009137877,0.0005904366],"study_design_scores_gemma":[0.000002541542,0.00004558637,0.9996133,0.0000037992,0.000007042006,0.00003840109,0.0001412566,0.00007694451,0.00001491872,0.000003957322,0.00005027512,0.00000194268],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988497,0.00005946008,0.0000303255,0.00005257487,0.000003088909,0.00003096434,0.0006181702,0.000002307979,0.0003534616],"genre_scores_gemma":[0.9988932,0.00007123885,0.00006818579,0.00008196705,0.000005458269,0.00003884746,0.0006126298,8.064956e-7,0.0002276558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02915059,"threshold_uncertainty_score":0.05796188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1300069925039653,"score_gpt":0.4379593027322926,"score_spread":0.3079523102283274,"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."}}