{"id":"W2937243253","doi":"10.5114/hivar.2019.84201","title":"Assessing the accuracy of self-reporting HIV testing behaviour in Houston/Harris County, Texas","year":2019,"lang":"en","type":"article","venue":"HIV & AIDS Review","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Centers for Disease Control and Prevention; University of Texas Health Science Center at Houston","keywords":"Human immunodeficiency virus (HIV); Medicine; Gerontology; Family medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003793723,0.0003199634,0.001231992,0.0001309406,0.00007152047,0.00004561941,0.0003397403,0.0001066136,0.0003484332],"category_scores_gemma":[0.008147515,0.0002197606,0.0001953086,0.001051824,0.0000650221,0.000356864,0.0001741608,0.0006702176,0.0003785224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001505908,"about_ca_system_score_gemma":0.0004303938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001437372,"about_ca_topic_score_gemma":0.000006965018,"domain_scores_codex":[0.9959559,0.0002864268,0.00218868,0.0004792175,0.0006143593,0.0004754452],"domain_scores_gemma":[0.995306,0.0009041417,0.002298517,0.001030346,0.0003274806,0.0001334835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000005000289,0.0001888681,0.9365776,0.005750841,0.00004280778,0.0000955977,0.0006764922,0.000003926256,0.0007873966,0.00003254935,0.001431036,0.05440788],"study_design_scores_gemma":[0.002849611,0.0006487876,0.8333194,0.1056467,0.00323561,0.001277737,0.006729051,0.0008977298,0.00165052,0.00007749033,0.0423893,0.0012781],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9334536,0.04028767,0.00005395845,0.0005138317,0.0001564521,0.002010504,0.00001180662,0.0001713916,0.02334077],"genre_scores_gemma":[0.9821898,0.007007016,0.008394855,0.001128574,0.0001375047,0.00004990228,0.00003247272,0.00009660383,0.0009632486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1032582,"threshold_uncertainty_score":0.9753925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09308506449188486,"score_gpt":0.4110915684938109,"score_spread":0.318006504001926,"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."}}