{"id":"W1895757664","doi":"10.1111/tmi.12532","title":"Lifestyle, attitudes and needs of uncured <scp>XDR</scp>‐<scp>TB</scp> patients living in the communities of South Africa: a qualitative study","year":2015,"lang":"en","type":"article","venue":"Tropical Medicine & International Health","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"London School of Hygiene and Tropical Medicine","keywords":"Advertising; Medicine; Business","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00257284,0.000182277,0.0008047834,0.0004542137,0.00005613047,0.000005953985,0.0003388991,0.00007911513,0.00001099354],"category_scores_gemma":[0.01687303,0.0001118766,0.00005623941,0.000373621,0.0005690221,0.0000732616,0.000162579,0.000567006,0.000003947555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001435476,"about_ca_system_score_gemma":0.0002286183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003183403,"about_ca_topic_score_gemma":0.0006538864,"domain_scores_codex":[0.9955229,0.001971154,0.0009461066,0.0001658542,0.001003293,0.0003907377],"domain_scores_gemma":[0.9899535,0.008521663,0.0003506064,0.0002790139,0.0005628553,0.0003323477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005111041,0.0008760286,0.6505529,0.0001209407,0.0001097629,0.000002934348,0.3416685,0.00000240889,0.000002872591,0.002018152,0.004396893,0.0001975689],"study_design_scores_gemma":[0.00231356,0.005015578,0.6583731,0.0004208122,0.00002159844,0.000005419889,0.3327258,0.0001133971,9.94267e-7,0.0002870655,0.0007067682,0.00001590143],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911538,0.0009135719,0.00009116976,0.00492938,0.0001558795,0.0006876327,0.00002942824,0.00001516122,0.002023935],"genre_scores_gemma":[0.9977586,0.0001779802,0.0001587709,0.001405956,0.0002077033,0.00005023922,0.00004315503,0.0000140193,0.0001835647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01430019,"threshold_uncertainty_score":0.9914083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1183428100417977,"score_gpt":0.4321637286751679,"score_spread":0.3138209186333702,"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."}}