{"id":"W4313390731","doi":"10.4103/lungindia.lungindia_345_22","title":"Innovative approach to delivery of TB Medicines","year":2022,"lang":"en","type":"article","venue":"Lung India","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Pandemic; Pharmacy; Agency (philosophy); Work (physics); Public health; Economic growth; Coronavirus disease 2019 (COVID-19); Family medicine; Nursing; Infectious disease (medical specialty); Disease","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009501029,0.000632708,0.0006535184,0.0009248934,0.0009492022,0.002769685,0.00192604,0.002196662,0.0234229],"category_scores_gemma":[0.0009911073,0.0003747495,0.0009385349,0.00078305,0.001209783,0.002896078,0.002633658,0.003116624,0.006906941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001896598,"about_ca_system_score_gemma":0.002029074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001467686,"about_ca_topic_score_gemma":0.001507518,"domain_scores_codex":[0.9988913,0.0002242521,0.00005200516,0.0002042302,0.0004823681,0.0001458565],"domain_scores_gemma":[0.9997272,0.00006675584,0.00004502119,0.00003103597,0.00008434979,0.00004557979],"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":[0.0004568096,0.000639098,0.000893156,0.004322581,0.0001881276,0.001326854,0.0009247237,0.003767196,0.1103816,0.3460799,0.06501572,0.4660043],"study_design_scores_gemma":[0.0001131825,0.001106659,0.000479369,0.0006934082,0.0001043113,0.001064699,0.0003564431,0.006414045,0.04022776,0.04343726,0.9059344,0.00006842747],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.03712796,0.215602,0.2752169,0.05780173,0.009762835,0.001759761,0.001769302,0.001981247,0.3989782],"genre_scores_gemma":[0.4404649,0.1952726,0.1726477,0.01985899,0.002798508,0.001574667,0.001051627,0.0002505668,0.1660804],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.0234229,"threshold_uncertainty_score":0.0783574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02672663522392475,"score_gpt":0.3297358197921573,"score_spread":0.3030091845682325,"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."}}