{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004326125,0.00009122455,0.0005881016,0.0002017157,0.00004963361,0.00002986726,0.0002839626,0.0001160083,0.0006088325],"category_scores_gemma":[0.00891648,0.00008679721,0.0003417907,0.00009450502,0.0002800073,0.0001563667,0.00006827558,0.0003471613,0.000005652103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001018792,"about_ca_system_score_gemma":0.0001239915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000987143,"about_ca_topic_score_gemma":0.001155416,"domain_scores_codex":[0.9976038,0.0005166162,0.001154329,0.0001915717,0.0002722295,0.0002615089],"domain_scores_gemma":[0.9962545,0.002219361,0.0005257329,0.0001375724,0.0007260476,0.000136765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005201118,0.0003432315,0.7864698,0.00006959574,0.0005649233,0.00002863348,0.00008076676,0.00006907484,0.0005953579,0.001864472,0.08289468,0.1264994],"study_design_scores_gemma":[0.009345135,0.01264781,0.8878745,0.001737367,0.0003606144,0.002957469,0.0006401578,0.02926674,0.0002526138,0.009431293,0.04526526,0.00022102],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9110876,0.0009479103,0.08136871,0.004007113,0.0002748153,0.0006068852,0.0001148723,0.000007513002,0.001584543],"genre_scores_gemma":[0.9469606,0.0008551698,0.02146793,0.0002814748,0.0006332463,0.00007071997,0.0001010224,0.00002121406,0.02960858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1262783,"threshold_uncertainty_score":0.9994318,"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."}}