{"id":"W2984876918","doi":"10.2196/16439","title":"HIV Prevention Via Mobile Messaging for Men Who Have Sex With Men (M-Cubed): Protocol for a Randomized Controlled Trial","year":2019,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases; Centers for Disease Control and Prevention","keywords":"Men who have sex with men; Medicine; Condom; Randomized controlled trial; mHealth; Psychological intervention; Pre-exposure prophylaxis; Family medicine; Public health; Gerontology; Gynecology; Human immunodeficiency virus (HIV); Nursing; Internal medicine; Syphilis","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":[0.04891904,0.008561334,0.01438399,0.003591186,0.005877078,0.006784603,0.004677627,0.01149799,0.1196802],"category_scores_gemma":[0.04289625,0.004705591,0.007065872,0.004149263,0.004748108,0.005167913,0.002882562,0.01303467,0.01913588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008424887,"about_ca_system_score_gemma":0.02352077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004212975,"about_ca_topic_score_gemma":0.007827223,"domain_scores_codex":[0.9668404,0.01918064,0.004219471,0.003033044,0.003372294,0.003354241],"domain_scores_gemma":[0.9800987,0.00590251,0.003934783,0.002442113,0.005129205,0.002492547],"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":[0.7584042,0.01836288,0.001002786,0.08207394,0.00454768,0.0005204557,0.001272366,0.003031414,0.003044593,0.01122411,0.0508316,0.06568395],"study_design_scores_gemma":[0.9028462,0.01597534,0.001330144,0.01245544,0.001482971,0.00008653916,0.0002496406,0.002774472,0.001117851,0.005019918,0.0564819,0.0001795823],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0003443206,0.0001452456,0.0006070266,0.00009466054,0.000190283,0.9977592,0.0004873764,0.00006865768,0.0003031764],"genre_scores_gemma":[0.0004240894,0.00006683358,0.0009529359,0.00007758112,0.00002351803,0.998248,0.00004754108,0.000003150599,0.0001564198],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1196802,"threshold_uncertainty_score":0.4003701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08086452753204003,"score_gpt":0.5281788252047273,"score_spread":0.4473142976726872,"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."}}