{"id":"W2097822464","doi":"10.4314/mmj.v20i1.10947","title":"HIV Testing and Antiretroviral Therapy in Government and Mission Hospitals in Malawi: 2002 – 2007","year":2008,"lang":"en","type":"article","venue":"Malawi Medical Journal","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Antiretroviral therapy; Government (linguistics); Human immunodeficiency virus (HIV); Scale (ratio); Quarter (Canadian coin); Test (biology); Family medicine; Viral load; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006546676,0.000233676,0.0002808936,0.001091726,0.0008093694,0.001178,0.000434599,0.0004311865,0.001307146],"category_scores_gemma":[0.003392652,0.0003184978,0.0002398896,0.002529321,0.0005738671,0.0008125362,0.001235608,0.0009720131,0.0001814011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003229923,"about_ca_system_score_gemma":0.001701033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1638014,"about_ca_topic_score_gemma":0.2350265,"domain_scores_codex":[0.9988888,0.0002716369,0.00009667001,0.00009218495,0.0001721381,0.0004784922],"domain_scores_gemma":[0.996242,0.0003400757,0.002261776,0.00008231833,0.0005243209,0.0005494633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003241684,0.00003249322,0.9955055,0.00002300086,0.00002369912,0.0001106699,0.0008217071,0.00008142593,0.00009355689,0.00003730024,0.0004163109,0.002821943],"study_design_scores_gemma":[0.000002808804,0.00002548854,0.9980444,0.00001403703,0.000009635005,0.0001308541,0.0009468466,0.0001610957,0.00005989627,0.000007219804,0.0005940999,0.000003701375],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978337,0.0004292071,0.00005112801,0.0003380772,0.000005611333,0.00001424985,0.0009393519,0.000003947656,0.0003847853],"genre_scores_gemma":[0.9983041,0.0002957073,0.00008804382,0.0001141587,0.00001281376,0.00001917948,0.0008158105,0.000002226121,0.0003478633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1638014,"threshold_uncertainty_score":0.3256959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0334917130209057,"score_gpt":0.3252122742893943,"score_spread":0.2917205612684886,"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."}}