{"id":"W4287381811","doi":"10.2196/38354","title":"Tough Talks Virtual Simulation HIV Disclosure Intervention for Young Men Who Have Sex With Men: Development and Usability Testing","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Mental Health","keywords":"Usability; Psychological intervention; Psychology; mHealth; Social media; Applied psychology; Medical education; Internet privacy; Computer science; World Wide Web; Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.002981734,0.0001547618,0.0002648598,0.0003445194,0.001106798,0.0001032361,0.0001544225,0.00004806045,0.0002973672],"category_scores_gemma":[0.0005536476,0.0001226396,0.00008327651,0.0004739116,0.0002356925,0.0004904048,0.0004305561,0.000697091,0.00001169915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006568989,"about_ca_system_score_gemma":0.0002179007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008130386,"about_ca_topic_score_gemma":0.00006286972,"domain_scores_codex":[0.9969432,0.0004760528,0.0004575837,0.0003509034,0.001201581,0.000570645],"domain_scores_gemma":[0.9981941,0.0005944642,0.00009800676,0.0002369069,0.0006544156,0.0002221195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.006753542,0.004412809,0.1347997,0.003577671,0.0009723506,0.00005570388,0.1259646,0.001982571,0.001999172,0.001535268,0.1459799,0.5719667],"study_design_scores_gemma":[0.005982254,0.02120342,0.06148265,0.000578491,0.00002633149,0.00005489953,0.08553145,0.8035904,0.002395435,0.0003062856,0.01852454,0.0003238686],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9275341,0.00008157554,0.02309141,0.0008771627,0.00001111074,0.003925058,0.0001877982,0.00006376256,0.04422799],"genre_scores_gemma":[0.9546214,0.000001860337,0.0005403775,0.000007559864,0.0000500614,0.001917864,0.0002727973,0.00002368463,0.04256443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8016078,"threshold_uncertainty_score":0.851271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06347174611746217,"score_gpt":0.4148722230525644,"score_spread":0.3514004769351022,"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."}}