{"id":"W2023255665","doi":"10.1521/aeap.15.5.309.23821","title":"HIV Testing And Counseling: Test Providers' Experiences of Best Practices","year":2003,"lang":"en","type":"article","venue":"AIDS Education and Prevention","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; University of Calgary; University of Toronto","funders":"","keywords":"Test (biology); Medicine; Human immunodeficiency virus (HIV); Family medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.01854073,0.0003462079,0.0004691115,0.0008189513,0.004710448,0.004034445,0.001428382,0.002266591,0.001843549],"category_scores_gemma":[0.0682757,0.0007319619,0.0003176608,0.0008718424,0.00460531,0.002853405,0.004138002,0.003071571,0.0001336318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002953336,"about_ca_system_score_gemma":0.004891641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0101168,"about_ca_topic_score_gemma":0.01250554,"domain_scores_codex":[0.96965,0.02425153,0.0007051383,0.0005407793,0.002669899,0.00218261],"domain_scores_gemma":[0.9404188,0.04875575,0.003425952,0.001082096,0.003149686,0.003167773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001212614,0.0001249819,0.02041183,0.0001624632,0.00002085474,0.001529779,0.9485562,0.0001444763,0.0008255845,0.0009612748,0.001111013,0.0260303],"study_design_scores_gemma":[0.00002320247,0.0002876283,0.007652973,0.0004150543,0.00003061976,0.002003324,0.9754309,0.0005650221,0.0006540135,0.0004655539,0.01242297,0.00004882093],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868797,0.001151622,0.002453916,0.005772269,0.00006702584,0.0000746674,0.00003562554,0.00003174802,0.003533358],"genre_scores_gemma":[0.9968082,0.0005219158,0.001078348,0.0007257299,0.0000164202,0.00004644194,0.00001680039,0.00001768366,0.0007684469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01854073,"threshold_uncertainty_score":0.09805387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06458042858561987,"score_gpt":0.4077095020948704,"score_spread":0.3431290735092506,"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."}}