{"id":"W2890325779","doi":"10.2196/10694","title":"A Mobile-Based App (MyChoices) to Increase Uptake of HIV Testing and Pre-Exposure Prophylaxis by Young Men Who Have Sex With Men: Protocol for a Pilot Randomized Controlled Trial","year":2018,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Men who have sex with men; Pre-exposure prophylaxis; Randomized controlled trial; Medicine; Psychological intervention; Population; Protocol (science); mHealth; Family medicine; Human immunodeficiency virus (HIV); Public health; Smartphone app; Gerontology; Alternative medicine; Internet privacy; Environmental health; Internal medicine; Psychiatry; Computer science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04308873,0.006043413,0.008607711,0.002986803,0.004861005,0.005035535,0.004395067,0.008257572,0.08758807],"category_scores_gemma":[0.03895373,0.003937163,0.005463841,0.003083909,0.003994063,0.004839605,0.002666839,0.01025848,0.01364703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006706417,"about_ca_system_score_gemma":0.02241471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003941938,"about_ca_topic_score_gemma":0.008528144,"domain_scores_codex":[0.9779623,0.01224579,0.002991849,0.001700252,0.002745306,0.002354543],"domain_scores_gemma":[0.98216,0.004955297,0.003172039,0.001930926,0.005388782,0.002392987],"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":[0.6641114,0.04592176,0.001937404,0.09090126,0.003105378,0.000950861,0.002988411,0.004271589,0.005126645,0.01050078,0.0624401,0.1077445],"study_design_scores_gemma":[0.8565022,0.04089868,0.003388612,0.01265062,0.001191263,0.000151583,0.0006884098,0.002507308,0.001872976,0.005382589,0.07453208,0.0002335735],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0003217254,0.00004984143,0.0002829391,0.00005138405,0.00007761824,0.9987332,0.0002792811,0.00002599424,0.0001779057],"genre_scores_gemma":[0.0003490191,0.0000394917,0.0007295365,0.0000524721,0.00001256336,0.9986682,0.0000391537,0.00000166659,0.0001078178],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.08758807,"threshold_uncertainty_score":0.2930113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07758773586377812,"score_gpt":0.4729418685759608,"score_spread":0.3953541327121827,"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."}}