{"id":"W4405923649","doi":"10.1136/bmjresp-2024-002334","title":"Tuberculosis screening among cough suppressant buyers in pharmacies and drug outlets in Guinea: a cross-sectional study","year":2024,"lang":"en","type":"article","venue":"BMJ Open Respiratory Research","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"World Health Organization","keywords":"Medicine; Tuberculosis; Pharmacy; Cross-sectional study; New guinea; Family medicine; Environmental health; Drug; Alternative medicine; Advertising; Pharmacology; Pathology; 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":[],"consensus_categories":[],"category_scores_codex":[0.02370715,0.0002855515,0.0007353334,0.001615442,0.0002797743,0.0007198267,0.0006581154,0.0001953903,0.0005859198],"category_scores_gemma":[0.003464311,0.0002402738,0.00009988227,0.001642375,0.0007494624,0.0007140638,0.00153318,0.002267513,0.0001134395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003693349,"about_ca_system_score_gemma":0.0006453822,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008424088,"about_ca_topic_score_gemma":0.004517826,"domain_scores_codex":[0.9921585,0.002731364,0.001055854,0.001223638,0.001530814,0.00129986],"domain_scores_gemma":[0.9966068,0.001894162,0.00004706488,0.0006132423,0.0003355338,0.0005031934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001590882,0.0004270187,0.97557,0.0002757407,0.0001577673,0.003036337,0.001030453,0.00009417046,0.002075159,0.00006259434,0.01324986,0.002429982],"study_design_scores_gemma":[0.003679087,0.0006115238,0.9777718,0.0003934573,0.00001155969,0.0000641954,0.001563817,0.003530252,0.0004431765,0.00006355059,0.01162869,0.0002389362],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984801,0.002117712,0.000003500492,0.002372202,0.0001230999,0.006084922,0.00003431374,0.0000483297,0.004414957],"genre_scores_gemma":[0.9955056,0.0001383081,0.00008637887,0.000423409,0.0002646571,0.002121964,0.00001789809,0.00005802362,0.001383804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02024284,"threshold_uncertainty_score":0.9981789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2944537834535418,"score_gpt":0.5564995063489695,"score_spread":0.2620457228954277,"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."}}