{"id":"W2330015203","doi":"10.1097/qai.0000000000000293","title":"Process Monitoring of an HIV Treatment as Prevention Program in British Columbia, Canada","year":2014,"lang":"en","type":"article","venue":"JAIDS Journal of Acquired Immune Deficiency Syndromes","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Coastal Health; Island Health; BC Centre for Disease Control; University of British Columbia; AIDS Vancouver; Fraser Health; Provincial Health Services Authority; Interior Health; Simon Fraser University; Providence Health Care","funders":"National Institute on Drug Abuse; Canadian Institutes of Health Research; British Columbia Centre for Disease Control; Provincial Health Services Authority","keywords":"Human immunodeficiency virus (HIV); Medicine; Process (computing); Virology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01040014,0.00062718,0.0005081565,0.005010997,0.00474962,0.002986044,0.003076076,0.0004198382,0.001859815],"category_scores_gemma":[0.02040886,0.0004991597,0.000378425,0.008959103,0.001235499,0.0007585822,0.002756474,0.001016641,0.0002552884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1352282,"about_ca_system_score_gemma":0.3138106,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9950429,"about_ca_topic_score_gemma":0.9961456,"domain_scores_codex":[0.9902495,0.001796303,0.0007963181,0.000899891,0.004778348,0.001479684],"domain_scores_gemma":[0.9576601,0.003271847,0.003404253,0.000883635,0.03029658,0.004483666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006427381,0.0008113287,0.5539796,0.002939478,0.0002521879,0.000435094,0.01741363,0.00671126,0.001931373,0.003260951,0.02766139,0.383961],"study_design_scores_gemma":[0.0001501036,0.0004476944,0.9223552,0.001603334,0.0002043,0.00009239432,0.01284455,0.009408448,0.002240775,0.0005966256,0.04989904,0.0001576412],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8725662,0.007084359,0.01287928,0.007812384,0.0001823102,0.01519035,0.02573533,0.0008879546,0.05766189],"genre_scores_gemma":[0.9464227,0.002786423,0.02848873,0.00124007,0.00002740852,0.003249439,0.007143305,0.00007490217,0.01056704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1352282,"threshold_uncertainty_score":0.9811541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01704820415377218,"score_gpt":0.3231462063994313,"score_spread":0.3060980022456591,"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."}}