{"id":"W4378781213","doi":"10.1080/17441692.2023.2216321","title":"Not business as usual: Engaging the corporate sector in India’s TB elimination efforts","year":2023,"lang":"en","type":"review","venue":"Global Public Health","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases; Indian Council of Medical Research; Office of AIDS Research; Warren Alpert Foundation","keywords":"Absenteeism; Incentive; Productivity; Economic growth; Private sector; Tuberculosis; Development economics; Business; Quarter (Canadian coin); Economics; Medicine; Market economy; Management","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00894379,0.0004470716,0.002328707,0.0005332159,0.0002058051,0.00008425478,0.0004219003,0.0004768491,0.00007225158],"category_scores_gemma":[0.008151483,0.0002841254,0.0002688544,0.003618508,0.0001395875,0.0001361725,0.0002380953,0.001386742,0.0006781578],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002271341,"about_ca_system_score_gemma":0.009193272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004893023,"about_ca_topic_score_gemma":0.0005188301,"domain_scores_codex":[0.9933216,0.002314133,0.001383971,0.0007155139,0.0007010366,0.001563761],"domain_scores_gemma":[0.9965929,0.0008094088,0.0008487203,0.0006744221,0.0002879337,0.0007865793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001643761,0.00009651978,0.0009181402,0.01743876,0.0001334238,0.0001427928,0.00006487597,7.622891e-7,1.931107e-8,0.004660658,0.03156978,0.9449579],"study_design_scores_gemma":[0.0003935837,0.0001466149,0.03559181,0.004691504,0.00005033003,0.0003026789,0.00005389697,0.00005353307,1.110611e-8,0.0001750519,0.9583458,0.0001952219],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004689492,0.9214835,0.00002616761,0.07124505,0.0008549622,0.003103581,0.0002531213,0.0002237193,0.002340972],"genre_scores_gemma":[0.000960833,0.9874176,0.00003415809,0.008817997,0.000611602,0.0003137697,0.00154698,0.00006069388,0.0002363596],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9447626,"threshold_uncertainty_score":0.9999611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2841469926078844,"score_gpt":0.4615283017455138,"score_spread":0.1773813091376295,"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."}}