{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009920673,0.0004119303,0.000225883,0.0003447004,0.0002871066,0.0004284008,0.00064663,0.0006352736,0.001358606],"category_scores_gemma":[0.01680075,0.0003063053,0.0003344657,0.0003519808,0.0003633858,0.0005591065,0.0006177444,0.0003736355,0.0004866027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007580998,"about_ca_system_score_gemma":0.002132139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03115052,"about_ca_topic_score_gemma":0.0366106,"domain_scores_codex":[0.996188,0.002711485,0.0001443696,0.0001839996,0.0005495565,0.0002225405],"domain_scores_gemma":[0.99362,0.002661187,0.00126827,0.0006455451,0.00125593,0.0005491776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002927661,0.003336418,0.9198658,0.0002910825,0.0000566219,0.0002708167,0.002370001,0.0002186675,0.005444855,0.00007949894,0.000991402,0.06414706],"study_design_scores_gemma":[0.0004465342,0.01330439,0.9798418,0.00006864066,0.00007023768,0.0004790257,0.00104916,0.001392883,0.001452838,0.0000630438,0.001810277,0.00002120985],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966769,0.00007693345,0.001257275,0.0001286619,0.000007904534,0.0006383948,0.0003760305,0.0000319346,0.0008059292],"genre_scores_gemma":[0.995692,0.00006713232,0.003421793,0.00005795955,0.000007932319,0.0002781812,0.0002261301,0.000003086953,0.0002458352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03115052,"threshold_uncertainty_score":0.06193841,"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."}}