{"id":"W4283754764","doi":"10.5588/ijtld.22.0194","title":"Monitoring TB program performance","year":2022,"lang":"en","type":"letter","venue":"The International Journal of Tuberculosis and Lung Disease","topic":"Public-Private Partnership Projects","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; MEDLINE","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":[0.005655393,0.0002658029,0.0002062498,0.001235746,0.001352005,0.001740956,0.0006779753,0.002255354,0.01258344],"category_scores_gemma":[0.01304701,0.0002251292,0.0002141218,0.0006040147,0.0003166418,0.001022315,0.001058745,0.002068964,0.003942576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001635614,"about_ca_system_score_gemma":0.004081048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01241014,"about_ca_topic_score_gemma":0.03262588,"domain_scores_codex":[0.995975,0.001374368,0.0002498732,0.0003416918,0.001283203,0.0007758587],"domain_scores_gemma":[0.9847503,0.00297806,0.002323484,0.0005994607,0.004651118,0.004697543],"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":[0.0002503852,0.0005256943,0.1976814,0.0002012132,0.00003357941,0.0002541083,0.0005092114,0.0003482835,0.002260734,0.00210889,0.5118453,0.2839812],"study_design_scores_gemma":[0.000118495,0.001598918,0.5592418,0.0005102383,0.00006831536,0.0006745359,0.002587069,0.002254682,0.004250727,0.002897862,0.4257465,0.00005077764],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.1604007,0.004527771,0.005103129,0.3832463,0.005727898,0.001278436,0.006954484,0.001185653,0.4315756],"genre_scores_gemma":[0.7015991,0.003123238,0.007380205,0.09306507,0.005694584,0.001191907,0.003178067,0.0001390388,0.1846288],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01258344,"threshold_uncertainty_score":0.04209578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02342217275921355,"score_gpt":0.2730787616326862,"score_spread":0.2496565888734727,"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."}}