{"id":"W1748948753","doi":"10.4102/sajhivmed.v11i1.243","title":"Held to Ransom: CMV Treatment in South Africa","year":2010,"lang":"en","type":"article","venue":"Southern African Journal of HIV Medicine","topic":"Cytomegalovirus and herpesvirus research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Medicine; Ransom; Antiretroviral treatment; Antiretroviral therapy; Cytomegalovirus; Human immunodeficiency virus (HIV); Virology; Intensive care medicine; Pediatrics; Viral disease; Viral load; Geography","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":[0.0004862772,0.0001329221,0.0001423142,0.0003343124,0.0009074662,0.000795482,0.0002396903,0.001147612,0.01437693],"category_scores_gemma":[0.001540939,0.00009580723,0.0001672974,0.0003107995,0.0003557868,0.000558087,0.0005981649,0.001279545,0.0006260739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007181365,"about_ca_system_score_gemma":0.002801553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008462671,"about_ca_topic_score_gemma":0.01533452,"domain_scores_codex":[0.999787,0.00007357237,0.00002475425,0.00001368475,0.00003538842,0.00006556812],"domain_scores_gemma":[0.9994548,0.00007112511,0.00008398964,0.00001388195,0.0000538104,0.0003222979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008393708,0.0005513223,0.08816838,0.002253179,0.00008351408,0.01935146,0.00204192,0.0003986374,0.007268712,0.004678175,0.1495568,0.7248085],"study_design_scores_gemma":[0.0007004743,0.001296014,0.2009864,0.003743205,0.000161238,0.01569364,0.004077946,0.0005031331,0.002493087,0.003468534,0.7668138,0.00006259864],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2546307,0.1737003,0.0007470183,0.4725209,0.01227967,0.0003667142,0.0004363738,0.00009216056,0.08522617],"genre_scores_gemma":[0.7951272,0.08557086,0.001262097,0.07432415,0.007891342,0.0001756651,0.0001838591,0.00003768835,0.03542702],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01437693,"threshold_uncertainty_score":0.04809564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03357662281405135,"score_gpt":0.3112613984814371,"score_spread":0.2776847756673858,"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."}}