{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06263165,0.004824259,0.005336441,0.003605622,0.005874814,0.003718043,0.004802101,0.005330603,0.08037136],"category_scores_gemma":[0.04527085,0.005198669,0.003905026,0.00448546,0.002340532,0.003489856,0.003051541,0.006232204,0.01815543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005933212,"about_ca_system_score_gemma":0.02242477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00923625,"about_ca_topic_score_gemma":0.01331039,"domain_scores_codex":[0.9696698,0.01995229,0.004022618,0.002670931,0.001949745,0.001734628],"domain_scores_gemma":[0.9758812,0.006802162,0.003096959,0.005058287,0.007077471,0.002084107],"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":[0.1886466,0.03704915,0.01672027,0.07377849,0.003340926,0.002947396,0.01281023,0.008616069,0.006452487,0.0464138,0.3832146,0.2200101],"study_design_scores_gemma":[0.2885518,0.02931141,0.04711694,0.03709139,0.001810569,0.0006867949,0.007161504,0.009855787,0.004614912,0.03037555,0.5424177,0.001005659],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0006818545,0.0001015619,0.002117698,0.0001226233,0.0001420685,0.9938829,0.002321201,0.00004731018,0.0005828149],"genre_scores_gemma":[0.0003351511,0.00003996372,0.001741419,0.000064511,0.00001267378,0.9975314,0.0001662813,0.000002882835,0.000105696],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.08037136,"threshold_uncertainty_score":0.3312318,"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."}}