{"id":"W2784559146","doi":"10.1007/s40471-018-0134-3","title":"Tuberculosis: a Persistent Health Challenge for India","year":2018,"lang":"en","type":"article","venue":"Current Epidemiology Reports","topic":"Global Health and Epidemiology","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Tuberculosis; Epidemiology; Medicine; Virology; Environmental health; Intensive care medicine; Pathology","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","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.01628574,0.0004086244,0.001780278,0.0001910424,0.001802842,0.000001695721,0.0002346003,0.000673609,0.0003861542],"category_scores_gemma":[0.01417527,0.0003381162,0.0005019767,0.0002166793,0.0004562145,0.00008455148,0.0001951025,0.001087426,0.0004942521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005790289,"about_ca_system_score_gemma":0.001236557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005616606,"about_ca_topic_score_gemma":0.0002244656,"domain_scores_codex":[0.9884469,0.003823249,0.003550178,0.001222781,0.0001358847,0.002821006],"domain_scores_gemma":[0.9907135,0.004424119,0.002288772,0.0009837113,0.0005105581,0.001079356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001353736,0.0001636377,0.4164777,0.001001951,0.00008330488,0.000007026565,0.001247859,0.000004303095,9.217538e-7,0.00944963,0.5549944,0.01643393],"study_design_scores_gemma":[0.0007572368,0.001388965,0.09669437,0.0004889092,0.00005625902,0.0001137993,0.0006944123,0.0004719468,3.975165e-7,0.02397385,0.8750164,0.0003434418],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3724535,0.1716776,0.01579915,0.2758194,0.1079955,0.02041285,0.0003942846,0.001891565,0.03355614],"genre_scores_gemma":[0.9256991,0.006037187,0.004221502,0.0506184,0.008474609,0.003586374,0.0006151036,0.0001024099,0.0006453031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5532457,"threshold_uncertainty_score":0.9999071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2826009919708978,"score_gpt":0.5453113097349322,"score_spread":0.2627103177640344,"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."}}