{"id":"W2104541036","doi":"10.1007/bf03405383","title":"Participant-collected, mail-delivered oral fluid specimens can replace traditional serosurveys: a demonstration-of-feasibility survey of hepatitis A virus-specific antibodies in adults.","year":2007,"lang":"en","type":"article","venue":"PubMed","topic":"Hepatitis Viruses Studies and Epidemiology","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Population; Telephone survey; Test (biology); Telephone interview; Family medicine; Environmental health; Advertising","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004740349,0.000248192,0.001083213,0.000219063,0.00008315005,0.00000639328,0.0001200787,0.00017704,0.000122728],"category_scores_gemma":[0.002743065,0.0002343157,0.0001433089,0.0007764532,0.000446968,0.0000850978,0.00004879038,0.0002305079,0.000003446678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002858866,"about_ca_system_score_gemma":0.0001622479,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09940354,"about_ca_topic_score_gemma":0.5278316,"domain_scores_codex":[0.9961647,0.0006446369,0.001545794,0.0005183756,0.0003606341,0.0007658394],"domain_scores_gemma":[0.9971896,0.001299685,0.0003604437,0.0004136971,0.0005014052,0.0002351753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002355297,0.0005609518,0.9912258,0.0001072286,0.000145655,0.00004286011,0.0005919933,0.00001365992,0.000462784,0.0001590645,0.002475831,0.001858915],"study_design_scores_gemma":[0.002455021,0.0002720038,0.9954916,0.00008511101,0.00004140174,0.00001720751,0.0001376789,0.0001264922,0.001021434,0.00006922955,0.00009571635,0.0001870781],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951946,0.0006144108,0.0001538544,0.000221312,0.0002456479,0.001391126,0.001188892,0.0000348294,0.0009553542],"genre_scores_gemma":[0.9953039,0.003325194,0.000565017,0.0001342535,0.00006924352,0.0001967895,0.0003228952,0.00002189416,0.00006076671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4284281,"threshold_uncertainty_score":0.9555117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1947909240606312,"score_gpt":0.3121879412201503,"score_spread":0.1173970171595191,"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."}}