{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001698698,0.0002225239,0.0009322691,0.0001704438,0.0003026859,0.00003944746,0.0003834904,0.0001232436,0.0005303436],"category_scores_gemma":[0.006366552,0.00012367,0.0006272349,0.0004676807,0.0002871779,0.0001054039,0.0003123463,0.0007217717,0.000002580012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002258603,"about_ca_system_score_gemma":0.0005957633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005272485,"about_ca_topic_score_gemma":0.0003197758,"domain_scores_codex":[0.995635,0.001374125,0.001625222,0.0003309326,0.0006513202,0.0003833649],"domain_scores_gemma":[0.9957474,0.002348601,0.0006190091,0.0004210561,0.0001472683,0.0007166669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002425058,0.0004388732,0.9697623,0.0001264008,0.000371385,0.00001691542,0.0009865385,0.0001115009,0.000527268,0.00005891406,0.02316916,0.002005683],"study_design_scores_gemma":[0.002241729,0.0009018782,0.7968796,0.00007726405,0.0003303059,0.00008229129,0.0008989224,0.00002753037,0.0000188852,0.00008625434,0.1983349,0.000120391],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9670803,0.001951944,0.000007096205,0.02869427,0.0005778096,0.0008211462,0.0007838092,0.00001024367,0.00007338538],"genre_scores_gemma":[0.9720418,0.0008726279,0.00004877457,0.02632333,0.0005543874,0.00008549019,0.00001612805,0.00003219233,0.00002528472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1751658,"threshold_uncertainty_score":0.7621818,"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."}}