{"id":"W3048122633","doi":"10.1016/j.ijtb.2020.07.025","title":"Chasing END TB 2025: Arithmetic needed for logistics!","year":2020,"lang":"en","type":"article","venue":"Indian Journal of Tuberculosis","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Procurement; Economic shortage; Operations management; Quarter (Canadian coin); Referral; Medicine; Operations research; Computer science; Business; Mathematics; Geography; Engineering; Marketing; Family medicine","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":[0.01233823,0.004295597,0.002691214,0.002392316,0.005615796,0.01520601,0.004228107,0.01376706,0.1610047],"category_scores_gemma":[0.04498957,0.001025688,0.003149542,0.00171736,0.006497396,0.02650505,0.01129313,0.03338405,0.08651033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00653632,"about_ca_system_score_gemma":0.04097244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01898925,"about_ca_topic_score_gemma":0.01875393,"domain_scores_codex":[0.9899541,0.002906762,0.0007796292,0.0008767043,0.00270587,0.0027769],"domain_scores_gemma":[0.9537008,0.007710455,0.002480329,0.002395459,0.01360284,0.02011014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002297288,0.0001725235,0.0005784288,0.0007443808,0.00007608586,0.0001761146,0.0001937767,0.0005584824,0.0004730593,0.01517868,0.9213586,0.06026025],"study_design_scores_gemma":[0.0001605392,0.0003401815,0.00243627,0.00284885,0.0001501518,0.0003842488,0.002906544,0.000722952,0.0005076237,0.08194625,0.9073374,0.0002589303],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0009454979,0.0229029,0.005615492,0.8854532,0.05760789,0.00009788778,0.0009810609,0.001815475,0.02458063],"genre_scores_gemma":[0.06456146,0.07089398,0.05370469,0.6090789,0.08661457,0.0009888493,0.005179703,0.002033332,0.1069447],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1610047,"threshold_uncertainty_score":0.5386145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0709002135488091,"score_gpt":0.3482561661850146,"score_spread":0.2773559526362055,"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."}}