{"id":"W2442443863","doi":"10.2196/resprot.5554","title":"Developing a Video-Based eHealth Intervention for HIV-Positive Gay, Bisexual, and Other Men Who Have Sex with Men: Study Protocol for a Randomized Controlled Trial","year":2016,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Mental Health","keywords":"Men who have sex with men; eHealth; Randomized controlled trial; Intervention (counseling); Protocol (science); Psychology; Human immunodeficiency virus (HIV); Homosexuality; Medicine; Clinical psychology; Health care; Family medicine; Alternative medicine; Psychiatry","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":[0.01292727,0.0003725836,0.00180249,0.0007610342,0.0005016146,0.0002539715,0.0002825668,0.000150906,0.0002413669],"category_scores_gemma":[0.003334606,0.0001929678,0.0004791048,0.0003006499,0.0005276899,0.000249833,0.0001307042,0.0003853979,0.00001334909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004401237,"about_ca_system_score_gemma":0.001343221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009213822,"about_ca_topic_score_gemma":0.0001279215,"domain_scores_codex":[0.9923333,0.003193792,0.001263333,0.000836415,0.001266439,0.001106725],"domain_scores_gemma":[0.9934567,0.00353945,0.0003844679,0.0005202103,0.00161709,0.0004820956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9401514,0.004603961,0.0003279654,0.002223742,0.0006534413,0.000009865886,0.0005431339,1.205772e-7,0.0003708309,0.0004228318,0.04260006,0.008092624],"study_design_scores_gemma":[0.8723937,0.08499312,0.00003061209,0.009221723,0.0000368101,0.000004100959,0.0009853401,0.003438307,0.001374598,0.0003467645,0.02695267,0.0002221966],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.000207259,0.000001536988,0.05493685,0.003339328,0.000001362146,0.9384691,0.00008670887,0.00006761651,0.002890285],"genre_scores_gemma":[0.0004190568,1.365088e-7,0.00125154,0.00005599828,0.000235963,0.9474702,0.0000125151,0.00008885892,0.05046573],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.08038916,"threshold_uncertainty_score":0.7868998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2135097166150908,"score_gpt":0.5783971569984647,"score_spread":0.364887440383374,"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."}}