{"id":"W2138216478","doi":"10.1093/inthealth/ihu025","title":"Informal allopathic provider knowledge and practice regarding control and prevention of TB in rural Bangladesh","year":2014,"lang":"en","type":"article","venue":"International Health","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Global Fund to Fight AIDS, Tuberculosis and Malaria","keywords":"Medicine; Tuberculosis; Family medicine; Quarter (Canadian coin); Rural area; Environmental health; Traditional medicine; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002178511,0.00005489282,0.0002054187,0.0001362198,0.00002270152,0.000006479015,0.0000356097,0.00004805221,0.000009790097],"category_scores_gemma":[0.003143644,0.00004569681,0.00002112666,0.0000438022,0.00005208774,0.0001998042,0.00003211715,0.0001748313,0.00000346865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006485156,"about_ca_system_score_gemma":0.0001363707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004004262,"about_ca_topic_score_gemma":0.0002466657,"domain_scores_codex":[0.9990044,0.0002807771,0.0003179313,0.000099798,0.0001360669,0.0001609803],"domain_scores_gemma":[0.998926,0.0006489506,0.0001211753,0.00005853197,0.0001358888,0.0001094356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00264004,0.0002592393,0.6208143,0.0007150274,0.0001317919,0.00000630194,0.001608916,0.00001000011,0.0008051456,0.01863022,0.002265123,0.3521139],"study_design_scores_gemma":[0.005606651,0.001261808,0.9270425,0.0005947385,0.00001440963,0.0003396118,0.0003315892,0.02706373,0.00002810966,0.0007869868,0.03685306,0.00007684018],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9116041,0.001913107,0.001568856,0.0727887,0.0001885969,0.0006197743,0.000007663803,0.0000184466,0.01129076],"genre_scores_gemma":[0.9964122,0.00050724,0.0008294782,0.001910048,0.000113915,0.00001557239,0.00001550902,0.000004495325,0.0001915878],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3520371,"threshold_uncertainty_score":0.3763463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02770137457528465,"score_gpt":0.4027865566740936,"score_spread":0.3750851820988089,"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."}}