{"id":"W2356970211","doi":"10.1155/2006/682640","title":"General Management Strategies for Efavirenz Therapy and Associated Adverse Events","year":2006,"lang":"en","type":"article","venue":"Canadian Journal of Infectious Diseases and Medical Microbiology","topic":"HIV/AIDS drug development and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre; Université de Montréal","funders":"","keywords":"Efavirenz; Adverse effect; Medicine; Depression (economics); Intensive care medicine; Central nervous system; Pharmacotherapy; Psychiatry; Pediatrics; Human immunodeficiency virus (HIV); Antiretroviral therapy; Internal medicine; Immunology; Viral load","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001611399,0.001174506,0.001090502,0.001283392,0.001308198,0.0008052226,0.001367323,0.002727482,0.01126768],"category_scores_gemma":[0.004047662,0.0002083967,0.0008796477,0.0004570826,0.000375423,0.0009645642,0.001456709,0.002446192,0.003533275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008263604,"about_ca_system_score_gemma":0.001669351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001466352,"about_ca_topic_score_gemma":0.002935084,"domain_scores_codex":[0.9991033,0.0002874481,0.0001728671,0.00006730421,0.0002460696,0.0001230473],"domain_scores_gemma":[0.999041,0.0001878122,0.0002055686,0.00004996126,0.0002796455,0.0002360348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003706079,0.001885023,0.02101683,0.002758292,0.0001989517,0.02573515,0.00170792,0.001686136,0.006420271,0.004277136,0.1802378,0.753706],"study_design_scores_gemma":[0.0008906998,0.002221026,0.1042183,0.008369437,0.0003857841,0.07262442,0.002975154,0.00370005,0.005564477,0.02140142,0.7774014,0.0002476885],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.125892,0.1396176,0.1119481,0.2832257,0.006531506,0.0179188,0.001393527,0.007169461,0.3063033],"genre_scores_gemma":[0.4004182,0.1727335,0.2250713,0.08998739,0.01669327,0.01158669,0.001941028,0.0005178669,0.08105079],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01126768,"threshold_uncertainty_score":0.03769416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006142512749049373,"score_gpt":0.2301040168810178,"score_spread":0.2239615041319684,"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."}}