{"id":"W2913258595","doi":"10.2196/10738","title":"A Focus on the HIV Care Continuum Through the Healthy Young Men’s Cohort Study: Protocol for a Mixed-Methods Study","year":2018,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Drug Abuse; National Institutes of Health; Children's Hospital Los Angeles","keywords":"Men who have sex with men; Medicine; Cohort; Psychological intervention; Cohort study; Population; Treatment as prevention; Pre-exposure prophylaxis; Family medicine; Young adult; Transmission (telecommunications); Human immunodeficiency virus (HIV); Gerontology; Environmental health; Viral load; Internal medicine; Syphilis; Psychiatry; Antiretroviral therapy","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01331867,0.000390878,0.0006565941,0.0002840294,0.002238523,0.0004451333,0.001319483,0.0001438401,0.001009182],"category_scores_gemma":[0.003201774,0.0001941031,0.0003648668,0.001136947,0.0009314912,0.0001949456,0.0006913875,0.001819766,0.0004538893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000525704,"about_ca_system_score_gemma":0.0009204962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005191336,"about_ca_topic_score_gemma":0.001699604,"domain_scores_codex":[0.9866859,0.007236184,0.000883005,0.001001912,0.002569655,0.0016234],"domain_scores_gemma":[0.9924527,0.001761927,0.0001901804,0.002339423,0.002862372,0.0003933279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01231189,0.01072143,0.04459902,0.0008030748,0.0004009851,0.00003553454,0.01856342,6.437525e-8,0.0002988957,0.0007903493,0.8904616,0.02101376],"study_design_scores_gemma":[0.01541106,0.1766272,0.02856953,0.001737654,0.00002208951,0.00001391481,0.05867155,0.0001247411,0.001914816,0.000816183,0.7158358,0.000255475],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001019876,0.000002023016,0.0006385127,0.006702143,0.00001086653,0.9552454,0.00004980561,0.0001123806,0.03621903],"genre_scores_gemma":[0.006609316,1.324689e-7,0.0006053523,0.000128463,0.0008368026,0.9699472,0.000008289282,0.00009712858,0.02176732],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1746258,"threshold_uncertainty_score":0.999904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2403211220279515,"score_gpt":0.6352793099147438,"score_spread":0.3949581878867923,"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."}}