{"id":"W4378217872","doi":"10.2196/48447","title":"Evaluating an Innovative HIV Self-Testing Service With Web-Based, Real-Time Counseling Provided by an Artificial Intelligence Chatbot (HIVST-Chatbot) in Increasing HIV Self-Testing Use Among Chinese Men Who Have Sex With Men: Protocol for a Noninferiority Randomized Controlled Trial","year":2023,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chatbot; Medicine; Service (business); Service delivery framework; Randomized controlled trial; Medical education; World Wide Web; Computer science; Internal medicine; Business","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","scholarly_communication"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.04689504,0.0009612091,0.003014897,0.001732863,0.001297995,0.001386352,0.0008050936,0.0003698513,0.00008123257],"category_scores_gemma":[0.02619037,0.0006763133,0.0002487889,0.006369694,0.0005012287,0.002026773,0.0002994616,0.002078878,0.0000297678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008421629,"about_ca_system_score_gemma":0.005450606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002341973,"about_ca_topic_score_gemma":0.0006978665,"domain_scores_codex":[0.9793652,0.009959496,0.002801846,0.001863748,0.003561625,0.002448051],"domain_scores_gemma":[0.9752865,0.01321385,0.001185025,0.001201772,0.0081672,0.0009455873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.9462152,0.004152302,0.01383696,0.002429398,0.0003965953,0.0001831319,0.005429068,0.0005609278,0.02389377,0.00002657511,0.0005500548,0.002325993],"study_design_scores_gemma":[0.3839995,0.01845766,0.000275382,0.006704862,0.0000365563,0.00002015559,0.001278931,0.5877274,0.0009000332,0.0001001442,0.00004517078,0.0004541893],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.2809737,4.262343e-7,0.001121393,0.0002772096,0.000001619507,0.7157574,0.00005935684,0.0007054777,0.00110343],"genre_scores_gemma":[0.01123333,2.580188e-7,0.02380779,0.00003189952,0.0004095252,0.9630005,0.0002661073,0.0002575811,0.0009929487],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.5871665,"threshold_uncertainty_score":0.9996503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1686206196595404,"score_gpt":0.5155419361622915,"score_spread":0.3469213165027511,"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."}}