{"id":"W2042311839","doi":"10.1007/s00234-012-1061-5","title":"Two patterns of cerebral metabolite abnormalities are detected on proton magnetic resonance spectroscopy in HIV-infected subjects commencing antiretroviral therapy","year":2012,"lang":"en","type":"article","venue":"Neuroradiology","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Winnipeg Regional Health Authority","funders":"GlaxoSmithKline; Pfizer; Merck Sharp and Dohme; Bristol-Myers Squibb","keywords":"Medicine; Proton magnetic resonance; Neurology; Neuroradiology; Magnetic resonance imaging; Neurosurgery; Metabolite; Antiretroviral therapy; Nuclear magnetic resonance; Nuclear magnetic resonance spectroscopy; Pathology; Virology; Human immunodeficiency virus (HIV); Radiology; Internal medicine; Viral load; Psychiatry","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":[0.00024172,0.0005931649,0.0003776391,0.00101284,0.0005472901,0.0006484863,0.0003429269,0.0008531319,0.001415341],"category_scores_gemma":[0.002009704,0.00036685,0.0002264355,0.0007090727,0.0004343466,0.0004695504,0.0003273785,0.0006235074,0.0001947335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002686887,"about_ca_system_score_gemma":0.0003095105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003784724,"about_ca_topic_score_gemma":0.005328959,"domain_scores_codex":[0.9998511,0.00002836328,0.00002161391,0.00002633818,0.00003100136,0.00004154822],"domain_scores_gemma":[0.9989759,0.0003043029,0.0004034031,0.0000428264,0.0000924187,0.0001812413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004534135,0.0006433362,0.9436229,0.00006713237,0.000155127,0.01189313,0.0006300229,0.0001769387,0.0269042,0.00009937609,0.0002130043,0.01106054],"study_design_scores_gemma":[0.00004432932,0.0007355452,0.9895706,0.000009932545,0.00009792763,0.006512953,0.0005687637,0.0002579408,0.001953762,0.0001094454,0.0001284963,0.00001031605],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990184,0.0001453556,0.00006898081,0.00007276841,0.000005172008,0.0000089022,0.00005655526,0.000004568491,0.0006192512],"genre_scores_gemma":[0.9994977,0.0001164525,0.0001100053,0.0000485311,0.00001445973,0.000005741095,0.00008143063,0.000002165373,0.0001235809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003784724,"threshold_uncertainty_score":0.007525384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01804413768363143,"score_gpt":0.2656918524670084,"score_spread":0.247647714783377,"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."}}