{"id":"W2737358090","doi":"10.2196/resprot.7965","title":"Development of a Tailored HIV Prevention Intervention for Single Young Men Who Have Sex With Men Who Meet Partners Online: Protocol for the myDEx Project","year":2017,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Mental Health; Centers for Disease Control and Prevention","keywords":"Men who have sex with men; Human immunodeficiency virus (HIV); Protocol (science); Intervention (counseling); Psychology; Medicine; Family medicine; Alternative medicine; Nursing","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":[0.004214012,0.0003007638,0.0005458937,0.00039647,0.001240848,0.0004193313,0.000904317,0.0001614928,0.0001253248],"category_scores_gemma":[0.001251024,0.0001895575,0.0003633791,0.0002306005,0.000551737,0.0005022878,0.0003920811,0.000463252,0.000007487622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003741735,"about_ca_system_score_gemma":0.001163555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008980302,"about_ca_topic_score_gemma":0.0007281348,"domain_scores_codex":[0.9955797,0.0004019755,0.0009246739,0.0006454854,0.001444533,0.001003648],"domain_scores_gemma":[0.9960864,0.0002395679,0.0005395014,0.001190854,0.001698261,0.0002454296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02726023,0.008621519,0.004663816,0.01520762,0.001013498,0.00001324009,0.004330863,0.000003040207,0.02058708,0.0005955114,0.7919982,0.1257054],"study_design_scores_gemma":[0.03980952,0.04645114,0.004833867,0.0294678,0.00005447674,0.00002629333,0.008268402,0.03226721,0.0844867,0.0005269788,0.7532675,0.0005400698],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0002365032,0.000001567376,0.008225931,0.001019886,0.000001246307,0.9684703,0.00009322354,0.00004515209,0.02190616],"genre_scores_gemma":[0.0005660023,2.430041e-7,0.004110537,0.000004182606,0.0001567757,0.849473,0.0001072147,0.00006678653,0.1455152],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1251653,"threshold_uncertainty_score":0.9543723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2984599752197197,"score_gpt":0.5827361950171586,"score_spread":0.2842762197974388,"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."}}