{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03350149,0.006927053,0.01154705,0.002953212,0.004484066,0.005576029,0.004346152,0.009087759,0.09377865],"category_scores_gemma":[0.03499482,0.0040524,0.006083058,0.003797306,0.003721456,0.005117486,0.002432415,0.009462346,0.012488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006664848,"about_ca_system_score_gemma":0.01974455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004226357,"about_ca_topic_score_gemma":0.008763077,"domain_scores_codex":[0.9786168,0.01176801,0.002592532,0.002135082,0.002445403,0.00244211],"domain_scores_gemma":[0.987706,0.003804274,0.002515602,0.0012984,0.002872313,0.001803401],"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":[0.8086712,0.02652952,0.001050422,0.05599622,0.003524894,0.000378605,0.0009110421,0.002375679,0.002588598,0.007415071,0.02838897,0.06216972],"study_design_scores_gemma":[0.9486136,0.01861401,0.001115648,0.005078036,0.00106412,0.0000417586,0.0001511947,0.001546967,0.0005772419,0.002373918,0.02072921,0.00009437065],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0006688784,0.0001685552,0.0005970826,0.00009327342,0.000178959,0.9974576,0.0004722774,0.00004690194,0.0003165016],"genre_scores_gemma":[0.0007286564,0.00009158071,0.001158101,0.00008139199,0.0000263586,0.9976885,0.00005105003,0.0000026394,0.0001716485],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.09377865,"threshold_uncertainty_score":0.3137209,"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."}}