{"id":"W2797855586","doi":"10.1186/s12879-018-3080-2","title":"Pilot evaluation of a second-generation electronic pill box for adherence to Bedaquiline and antiretroviral therapy in drug-resistant TB/HIV co-infected patients in KwaZulu-Natal, South Africa","year":2018,"lang":"en","type":"article","venue":"BMC Infectious Diseases","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Medical Research Council; National Institutes of Health; National Institute of Allergy and Infectious Diseases; South African Medical Research Council","keywords":"Bedaquiline; Medicine; Levofloxacin; Pill; Tuberculosis; Internal medicine; Pharmacology; Mycobacterium tuberculosis; Pathology; Antibiotics","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":[0.0004020162,0.0001772483,0.0003035601,0.0002840178,0.00006523775,0.00001990605,0.00007278424,0.00004177645,0.0002610014],"category_scores_gemma":[0.0006987254,0.0001632294,0.00004964601,0.00045965,0.0000932205,0.0001235131,0.0000176745,0.00008920563,0.00005036957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001814773,"about_ca_system_score_gemma":0.0006213916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001217916,"about_ca_topic_score_gemma":0.002042598,"domain_scores_codex":[0.9983093,0.0001603057,0.0004402559,0.0003859718,0.0003967813,0.0003073694],"domain_scores_gemma":[0.9987852,0.00008878534,0.0001890743,0.0002590329,0.0005449,0.0001330201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001538964,0.001181788,0.9799306,0.0001366268,0.00002552425,4.320363e-7,0.0007471849,0.00001317218,0.01085531,0.00009359531,0.002003791,0.00347296],"study_design_scores_gemma":[0.01245495,0.00997065,0.9689006,0.0002264352,0.00008345423,0.00000112589,0.0001214246,0.004195432,0.003103502,0.0002988474,0.000401354,0.0002421808],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964287,0.000383965,0.0003316819,0.00001926145,0.00009419827,0.002187084,0.0001342852,0.00003974202,0.0003810752],"genre_scores_gemma":[0.9985494,0.00003723117,0.00007219369,0.0001859051,0.0001262058,0.0005624479,0.0002932707,0.00001869726,0.0001546525],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01103,"threshold_uncertainty_score":0.6656303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05915810749662764,"score_gpt":0.3338946345779064,"score_spread":0.2747365270812788,"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."}}