{"id":"W2131899239","doi":"10.1093/ije/dyu070","title":"Cohort Profile: Seek and Treat for the Optimal Prevention of HIV/AIDS in British Columbia (STOP HIV/AIDS BC)","year":2014,"lang":"en","type":"article","venue":"International Journal of Epidemiology","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"AIDS Vancouver; University of British Columbia","funders":"CHIST-ERA; National Institutes of Health; Canadian Institutes of Health Research; Ministry of Health, British Columbia; Public Health Agency; International AIDS Society; Public Health Agency of Canada; British Columbia Centre for Disease Control; U.S. President’s Emergency Plan for AIDS Relief; Michael Smith Health Research BC; Bill and Melinda Gates Foundation; ViiV Healthcare; World Health Organization; National Institute on Drug Abuse; Bristol-Myers Squibb; Gilead Sciences","keywords":"Medicine; Cohort; Population; Psychological intervention; Cohort study; Family medicine; Health care; Medical prescription; Environmental health; Nursing; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001310446,0.0005615545,0.000479571,0.001821271,0.002464343,0.001440271,0.0008712665,0.0004308069,0.01474215],"category_scores_gemma":[0.00387755,0.0004494037,0.0003714185,0.003309371,0.0001891798,0.0003759391,0.001182943,0.001094327,0.003823308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005812265,"about_ca_system_score_gemma":0.01457134,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9219254,"about_ca_topic_score_gemma":0.9528281,"domain_scores_codex":[0.9994528,0.00007702377,0.00004933505,0.00008338189,0.000186435,0.0001509988],"domain_scores_gemma":[0.9961969,0.0001569267,0.000291573,0.0002863627,0.002239567,0.0008286812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001277089,0.0002260471,0.3966494,0.0004298674,0.0001667977,0.0002487352,0.000522698,0.0003354772,0.0006093936,0.0006755599,0.5375853,0.06127371],"study_design_scores_gemma":[0.0003274902,0.0001496001,0.893162,0.0004651077,0.0001060364,0.0002218836,0.0006843406,0.0004228083,0.0002469436,0.0002544935,0.1039007,0.00005864843],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.1513399,0.001313855,0.001328366,0.001776972,0.0002822948,0.002495982,0.8087782,0.000259401,0.03242493],"genre_scores_gemma":[0.3358418,0.003908798,0.006775843,0.002470336,0.0002620707,0.005736662,0.5645104,0.0003592062,0.08013488],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07807457,"threshold_uncertainty_score":0.1570687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03378838417233195,"score_gpt":0.3717039561263828,"score_spread":0.3379155719540509,"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."}}