{"id":"W1993586071","doi":"10.1186/1478-4491-8-8","title":"A systematic review of task- shifting for HIV treatment and care in Africa","year":2010,"lang":"en","type":"review","venue":"Human Resources for Health","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":653,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Health services research; Health care; MEDLINE; Delegation; Health administration; Family medicine; Cochrane Library; Nursing; Nursing research; Systematic review; Specialty; Health informatics; Public health; Randomized controlled trial; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007075618,0.0003533849,0.004393664,0.000170678,0.0001390733,0.00001021636,0.0001213581,0.0001780149,0.000004976539],"category_scores_gemma":[0.0001213018,0.0002232988,0.0004556552,0.000110981,0.00003559398,0.0000116265,0.00002819336,0.000210581,0.000002158265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003770935,"about_ca_system_score_gemma":0.0003406124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001109576,"about_ca_topic_score_gemma":0.0001445784,"domain_scores_codex":[0.9972806,0.0001499917,0.001587455,0.0003733498,0.0001590155,0.000449612],"domain_scores_gemma":[0.9979808,0.000219989,0.001095727,0.0003811652,0.00008114403,0.0002412002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0000149765,0.00005718397,0.000008344181,0.9714751,0.00005458722,0.000001676184,0.001349839,4.398182e-9,2.611464e-8,0.0001656845,0.0002072782,0.02666533],"study_design_scores_gemma":[0.0004610126,0.0008026229,0.000005489997,0.5076446,0.0006828626,0.00002498707,0.0001001001,3.119065e-7,1.924132e-8,0.00001189654,0.4901886,0.00007750414],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001279275,0.9861847,0.000001819349,0.0003215916,0.00003790527,0.01264988,0.0004111101,0.00002176573,0.0002433672],"genre_scores_gemma":[0.00003166384,0.9973469,0.0002606444,0.0004026452,0.0001495258,0.001227426,0.0002235171,0.00005024239,0.000307443],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4899813,"threshold_uncertainty_score":0.9105862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05412667290883813,"score_gpt":0.3857976408739362,"score_spread":0.3316709679650981,"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."}}