{"id":"W4327923931","doi":"10.1016/s0140-6736(23)00460-9","title":"Fast-tracking progress to End TB: high-level opportunities for investment and action","year":2023,"lang":"en","type":"article","venue":"The Lancet","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; McGill University Health Centre","funders":"World Health Organization","keywords":"General assembly; Declaration; Politics; Symbol (formal); Political science; Tuberculosis; Investment (military); Action (physics); Law; Medicine; Library science; Public administration; Computer science; Pathology","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":[0.07599702,0.002529181,0.003528398,0.002498365,0.002551767,0.0176352,0.006287342,0.02643851,0.05158746],"category_scores_gemma":[0.1616475,0.001397465,0.002932306,0.002637306,0.007281649,0.0333089,0.01562182,0.02363051,0.01308685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008504211,"about_ca_system_score_gemma":0.0489034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008768575,"about_ca_topic_score_gemma":0.007685178,"domain_scores_codex":[0.9509759,0.02952046,0.002170966,0.003316808,0.006383496,0.007632361],"domain_scores_gemma":[0.7086021,0.1668249,0.01316897,0.01267979,0.02317671,0.07554752],"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":[0.0009766908,0.0006221806,0.01079841,0.003970078,0.0007120924,0.0003432153,0.001403848,0.003203432,0.001475888,0.06903885,0.5780255,0.3294299],"study_design_scores_gemma":[0.0009052307,0.001076649,0.02938444,0.01123466,0.0004730439,0.0004634237,0.00852463,0.005471454,0.001183287,0.4903802,0.4503015,0.0006015283],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.002054077,0.03110458,0.008913566,0.9393426,0.008892184,0.0000973321,0.0008411205,0.0004683251,0.008286336],"genre_scores_gemma":[0.3185879,0.1254085,0.08125235,0.4150506,0.04086813,0.001376281,0.004658193,0.0008455568,0.01195242],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07599702,"threshold_uncertainty_score":0.4019155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3828225954409321,"score_gpt":0.429681187331129,"score_spread":0.04685859189019692,"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."}}