{"id":"W2734801608","doi":"10.2196/resprot.8064","title":"An Intervention Using Gamification to Increase Human Immunodeficiency Virus and Sexually Transmitted Infection Screening Among Young Men Who Have Sex With Men in California: Rationale and Design of Stick To It","year":2017,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Mental Health; National Institutes of Health","keywords":"Human immunodeficiency virus (HIV); Intervention (counseling); Men who have sex with men; Medicine; Psychology; Gerontology; Family medicine; Psychiatry; 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":[0.005408318,0.001764511,0.001068126,0.001040136,0.002363465,0.001063663,0.002400555,0.001704746,0.005649658],"category_scores_gemma":[0.006230833,0.0006710719,0.001115452,0.0004758038,0.002069323,0.0009177073,0.002162319,0.002458706,0.0002894025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002008121,"about_ca_system_score_gemma":0.00612068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007294093,"about_ca_topic_score_gemma":0.01240453,"domain_scores_codex":[0.99646,0.002044969,0.0001748668,0.0005714553,0.0003995582,0.000349059],"domain_scores_gemma":[0.9974385,0.001317815,0.0002098338,0.000174627,0.0002069022,0.0006522009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0207818,0.1666995,0.01961517,0.01702346,0.0009460895,0.001006089,0.01573637,0.0129122,0.007585458,0.02321336,0.01821039,0.6962701],"study_design_scores_gemma":[0.1272236,0.3657404,0.1278148,0.01489318,0.007853893,0.0008916081,0.01338316,0.05645704,0.02110661,0.03788627,0.2256047,0.001144863],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.6659833,0.001612601,0.04964724,0.005272432,0.001063739,0.2440238,0.001158939,0.001297071,0.02994081],"genre_scores_gemma":[0.4669127,0.002004378,0.2917791,0.001873164,0.0001738928,0.2304171,0.0003991744,0.00003596097,0.006404509],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.007294093,"threshold_uncertainty_score":0.02860224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1581534406898655,"score_gpt":0.5023133177193165,"score_spread":0.3441598770294511,"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."}}