{"id":"W2328947929","doi":"10.5588/pha.11.0028","title":"Simplified methods of determining treatment retention in Malawi: ART cohort reports vs. pharmacy stock cards","year":2012,"lang":"en","type":"article","venue":"Public Health Action","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Institute of Health Services and Policy Research; Public Health Ontario; University of Toronto","funders":"World Health Organization","keywords":"Medicine; Pharmacy; Intraclass correlation; Cohort; Antiretroviral therapy; Workload; Human immunodeficiency virus (HIV); Family medicine; Internal medicine; Viral load; Computer 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05192752,0.0008451443,0.001330956,0.003532925,0.0006221569,0.002433311,0.00193966,0.0008692436,0.002475756],"category_scores_gemma":[0.1143054,0.0006318089,0.001215467,0.004728589,0.0009224694,0.001893829,0.00276825,0.001220956,0.0005051459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001541759,"about_ca_system_score_gemma":0.001527804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0138456,"about_ca_topic_score_gemma":0.01871025,"domain_scores_codex":[0.9216611,0.05868096,0.006710881,0.002902725,0.00907018,0.000974237],"domain_scores_gemma":[0.8402607,0.07244795,0.05637186,0.01482138,0.01494959,0.00114847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003176664,0.0004912922,0.8605561,0.001087137,0.001652873,0.00006504533,0.001993236,0.002964708,0.001249713,0.0007040583,0.002089324,0.1239697],"study_design_scores_gemma":[0.0003117031,0.00241816,0.9697808,0.0004024678,0.0003989196,0.0002912555,0.00116826,0.01871049,0.002258983,0.0006205338,0.003520868,0.0001174911],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9146039,0.00296693,0.06736146,0.001042082,0.0002262943,0.003985296,0.005372777,0.0003199295,0.004121334],"genre_scores_gemma":[0.9109294,0.000982727,0.08054551,0.0003670616,0.0002398922,0.002852905,0.002635316,0.00004520544,0.001401999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05192752,"threshold_uncertainty_score":0.2746223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2785567894855422,"score_gpt":0.5362757643132782,"score_spread":0.257718974827736,"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."}}