{"id":"W2597793968","doi":"10.1016/s2352-3018(17)30045-0","title":"Relative effects of antiretroviral therapy and harm reduction initiatives on HIV incidence in British Columbia, Canada, 1996–2013: a modelling study","year":2017,"lang":"en","type":"article","venue":"The Lancet HIV","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Simon Fraser University; St. Paul's Hospital","funders":"National Institute on Drug Abuse; National Institutes of Health; ViiV Healthcare; Canadian Institutes of Health Research; Genome Canada; Gilead Sciences; Quest Diagnostics; Pfizer; Bristol-Myers Squibb","keywords":"Harm reduction; Medicine; Transmission (telecommunications); Incidence (geometry); Harm; Population; Demography; Needle sharing; Human immunodeficiency virus (HIV); Relative risk; Environmental health; Family medicine; Internal medicine; Psychology; Confidence interval; Social psychology; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.0004169877,0.0001130648,0.0004825882,0.00003531325,0.0002459286,0.00007418449,0.0002150999,0.00004951793,0.000005958443],"category_scores_gemma":[0.0002687115,0.0001188795,0.00002235588,0.00008582149,0.0002033291,0.0002424865,0.00005889224,0.0003888478,0.000002643689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009613784,"about_ca_system_score_gemma":0.0001559861,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7010062,"about_ca_topic_score_gemma":0.6447394,"domain_scores_codex":[0.9987261,0.0002025943,0.0002303048,0.0002823814,0.0003167973,0.0002418264],"domain_scores_gemma":[0.9988831,0.0002383296,0.0002328983,0.0005257864,0.00006224598,0.00005762471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004241935,0.0003321288,0.961781,0.0001098434,0.0001177763,0.0002132213,0.02641581,0.000172886,0.0008285654,0.0000421419,0.00161787,0.007944627],"study_design_scores_gemma":[0.003849364,0.0009105231,0.9846348,0.0006878941,0.00004056658,0.00002204691,0.006616005,0.002275285,0.0004895172,0.0002894351,0.00004213053,0.0001424298],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99681,0.0003801073,0.00002650815,0.0006389502,0.0001270761,0.0009182236,0.00002671038,0.00001955524,0.00105285],"genre_scores_gemma":[0.9982173,0.0006286277,0.0001142386,0.0001126647,0.0002046624,0.00003526509,0.00000565297,0.00002131741,0.0006602214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05626687,"threshold_uncertainty_score":0.4847764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05597634826668278,"score_gpt":0.3229054811884918,"score_spread":0.266929132921809,"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."}}