{"id":"W4286249414","doi":"10.1016/j.jctube.2022.100327","title":"Adaptations to the first wave of the COVID-19 pandemic by private sector tuberculosis care providers in India","year":2022,"lang":"en","type":"article","venue":"Journal of Clinical Tuberculosis and Other Mycobacterial Diseases","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; McGill University; University of Waterloo","funders":"Bill and Melinda Gates Foundation","keywords":"Medicine; Pandemic; Coronavirus disease 2019 (COVID-19); Tuberculosis; Private sector; Health care; 2019-20 coronavirus outbreak; Medical emergency; Family medicine; Economic growth; Virology; Internal medicine; Disease; Pathology; Infectious disease (medical specialty)","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":[0.002958886,0.0001091245,0.0001371458,0.0003705701,0.001325488,0.001295961,0.0008806654,0.0006136862,0.001895348],"category_scores_gemma":[0.01245568,0.0003305001,0.0002619579,0.0007850549,0.0009844411,0.0006994618,0.002239506,0.001402092,0.0001801484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003709163,"about_ca_system_score_gemma":0.006995364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0730809,"about_ca_topic_score_gemma":0.1525891,"domain_scores_codex":[0.9965552,0.001404583,0.000172972,0.0002330078,0.0004460771,0.001188189],"domain_scores_gemma":[0.9911413,0.002221137,0.002846842,0.0005240074,0.001028301,0.002238473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002048599,0.000230762,0.8908606,0.0003109453,0.00003101452,0.001385457,0.07241654,0.000359037,0.001840942,0.0006369872,0.003692778,0.02803008],"study_design_scores_gemma":[0.00001298653,0.0002212921,0.8917863,0.0002169223,0.00001056445,0.000642255,0.1015559,0.0002049162,0.0002158116,0.00009980943,0.005012178,0.00002098481],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963743,0.0001060303,0.0000885548,0.001585674,0.00002000131,0.00006795316,0.0001528854,0.000006750769,0.001597742],"genre_scores_gemma":[0.9985177,0.0002015611,0.0002296247,0.0005856704,0.000009537353,0.00004372863,0.00009140167,0.000002971653,0.0003177737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0730809,"threshold_uncertainty_score":0.1453111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07325563806767035,"score_gpt":0.3766518683558933,"score_spread":0.3033962302882229,"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."}}