{"id":"W3213793167","doi":"10.2196/31843","title":"Game Plan, a Web-Based Intervention to Improve Adherence and Persistence to HIV Pre-exposure Prophylaxis and Reduce Heavy Drinking in Gay, Bisexual, and Other Men Who Have Sex With Men: Usability and User Experience Testing","year":2021,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases; National Institute of Mental Health; National Institute on Alcohol Abuse and Alcoholism","keywords":"Usability; Psychological intervention; Thematic analysis; Think aloud protocol; Pre-exposure prophylaxis; Psychology; Men who have sex with men; Applied psychology; Intervention (counseling); Medicine; Medical education; Qualitative research; Human immunodeficiency virus (HIV); Nursing; Family medicine; Computer science","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":[0.000947337,0.001146544,0.0004853753,0.0006100077,0.0003053446,0.0008582997,0.0009286989,0.0005161596,0.004495961],"category_scores_gemma":[0.003908343,0.0003116977,0.0006981316,0.0002054176,0.0003547609,0.0008464786,0.0009295838,0.0005998242,0.0003970458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003897953,"about_ca_system_score_gemma":0.0007163467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002229062,"about_ca_topic_score_gemma":0.004066426,"domain_scores_codex":[0.9995912,0.0001835976,0.00003081687,0.00006699796,0.00007023698,0.0000572014],"domain_scores_gemma":[0.9989489,0.0006271985,0.00007051483,0.00005663606,0.00008576544,0.0002110483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01929233,0.06219507,0.03338479,0.008530145,0.0008371653,0.001547539,0.008818518,0.005988825,0.03026724,0.001454582,0.02405089,0.8036329],"study_design_scores_gemma":[0.03624687,0.2894581,0.4141389,0.004053548,0.004296847,0.003649263,0.01359092,0.08507695,0.03642718,0.007389409,0.1047445,0.0009276445],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9795242,0.0004206587,0.009208378,0.000527205,0.0001434488,0.004220618,0.0009920618,0.001448681,0.003514861],"genre_scores_gemma":[0.8916975,0.001188792,0.08692066,0.0007716015,0.00006061954,0.01168146,0.001554266,0.0001442902,0.005980752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004495961,"threshold_uncertainty_score":0.01504046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08961851601124728,"score_gpt":0.4164313428466737,"score_spread":0.3268128268354264,"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."}}