{"id":"W4224920905","doi":"10.1097/jnc.0000000000000335","title":"Invalid Results in the GetaKit Study in Ottawa: A Real-World Observation of the INSTI® HIV Self-test Among Persons At Risk for HIV","year":2022,"lang":"en","type":"article","venue":"Journal of the Association of Nurses in AIDS Care","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Human immunodeficiency virus (HIV); Test (biology); Hiv test; Psychology; Medicine; Gerontology; Clinical psychology; Virology; Environmental health; Health services; Population","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":[0.003927923,0.0001036517,0.0003717427,0.0004037444,0.0001921481,0.00001617229,0.0005539301,0.00005082772,0.00001855944],"category_scores_gemma":[0.007472524,0.00006174373,0.0003969362,0.001241868,0.00004450268,0.0001500643,0.0001299661,0.000759791,3.857082e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002026927,"about_ca_system_score_gemma":0.0002414318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006204231,"about_ca_topic_score_gemma":0.01738541,"domain_scores_codex":[0.9961423,0.001396002,0.001038941,0.0001253133,0.001096361,0.0002010791],"domain_scores_gemma":[0.9962247,0.001229122,0.001717381,0.0003271674,0.0004679637,0.00003367416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002643772,0.0009457443,0.9453456,0.00004294641,0.00009991688,0.000004350973,0.02614051,0.0004272142,0.0001445051,0.00003304388,0.02610187,0.000449893],"study_design_scores_gemma":[0.004887929,0.001823153,0.9426953,0.0003273672,0.0001683343,0.000003794476,0.04650257,0.0005572757,0.0001449899,0.00007895895,0.002758235,0.00005215301],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923902,0.00009509243,0.000001654381,0.004074222,0.0002410129,0.001216251,0.0004244734,0.000003583398,0.001553473],"genre_scores_gemma":[0.9927333,0.00002783697,0.0001137619,0.00005098097,0.00006946995,0.00007111549,0.00002085278,0.00001249519,0.006900216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02334363,"threshold_uncertainty_score":0.9701465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02797426578442149,"score_gpt":0.338739790845258,"score_spread":0.3107655250608365,"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."}}