{"id":"W4413511614","doi":"10.1177/09564624251371793","title":"Comprehensive at-home sexually transmitted and blood borne infection (STBBI) testing program: A pilot study","year":2025,"lang":"en","type":"article","venue":"International Journal of STD & AIDS","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; Libin Cardiovascular Institute of Alberta; University of Calgary","funders":"HIV/AIDS and STBBI Research Initiative; Canadian Institutes of Health Research","keywords":"Medicine; Sexually transmitted disease; Family medicine; Blood testing; Condom; Modalities; Cohort; Human immunodeficiency virus (HIV); Internal medicine; Syphilis","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003432499,0.0001344426,0.0002927221,0.0006513945,0.00009181371,0.00008965252,0.0001615859,0.00003240634,0.0001237459],"category_scores_gemma":[0.0004328678,0.0001118068,0.0001124006,0.0003633063,0.0000904976,0.0002032922,0.00008793134,0.0004063385,0.000006987092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001229709,"about_ca_system_score_gemma":0.0001658655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002029074,"about_ca_topic_score_gemma":0.00005823623,"domain_scores_codex":[0.9983043,0.0001073151,0.000602068,0.000168013,0.000636307,0.0001819765],"domain_scores_gemma":[0.9975697,0.0001920309,0.0001855845,0.00009973566,0.001800257,0.0001526262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002356581,0.009906317,0.6588872,0.0001669685,0.004211281,0.0007542938,0.0005306948,0.00001099953,0.04123882,0.0002690721,0.003554706,0.2781131],"study_design_scores_gemma":[0.01081288,0.07649338,0.9001102,0.001033261,0.0004747104,0.001253765,0.0004552763,0.0005795919,0.001084912,0.0005057228,0.007047745,0.0001484878],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947528,0.0004347551,0.0008019597,0.001052631,0.0002506623,0.0004648903,0.00001253688,0.00003772354,0.002192037],"genre_scores_gemma":[0.9948044,0.00008311757,0.001885262,0.0001217687,0.0002200998,0.00002176758,0.000009114335,0.00001265407,0.00284178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2779646,"threshold_uncertainty_score":0.4559347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04476295467681212,"score_gpt":0.3774728144277558,"score_spread":0.3327098597509437,"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."}}