{"id":"W2069995083","doi":"10.1186/1471-2458-7-70","title":"Hyperendemic pulmonary tuberculosis in peri-urban areas of Karachi, Pakistan","year":2007,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Sport Centre Pacific","funders":"","keywords":"Medicine; Biostatistics; Public health; Environmental health; Tuberculosis; Epidemiology; Peri; Pulmonary tuberculosis; Pathology; Internal medicine","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":[0.0003032514,0.0002351042,0.0002504113,0.0005418598,0.0008808013,0.0006902734,0.0002886678,0.0002778362,0.001613223],"category_scores_gemma":[0.0009673518,0.0002351197,0.0001247402,0.0006482256,0.001021502,0.0004548914,0.0005877516,0.0003580024,0.0001619555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004868068,"about_ca_system_score_gemma":0.001131044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01422545,"about_ca_topic_score_gemma":0.01455046,"domain_scores_codex":[0.9996188,0.0001115927,0.00002864856,0.00007154998,0.00006589085,0.000103554],"domain_scores_gemma":[0.9991189,0.0001319355,0.0003397986,0.00002669936,0.00009738468,0.0002852471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006198801,0.00006131182,0.9960135,0.00003613881,0.00001148406,0.0008611294,0.0006481661,0.00003272101,0.0004290476,0.00003180088,0.0001234098,0.001689435],"study_design_scores_gemma":[0.00001201266,0.0001672939,0.9963441,0.00001801477,0.000006704768,0.001247419,0.00188797,0.00004488562,0.00004860426,0.00004304863,0.0001752085,0.000004654704],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993918,0.0001133898,0.00003920416,0.00006768828,0.000004128555,0.0000125512,0.0000765518,0.000001566373,0.00029305],"genre_scores_gemma":[0.9997782,0.00008449693,0.00003416444,0.00002594826,0.000005813659,0.000007245704,0.00003425733,2.451115e-7,0.00002960986],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01422545,"threshold_uncertainty_score":0.02828532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06718419868009867,"score_gpt":0.3896070836371944,"score_spread":0.3224228849570957,"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."}}