{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009531334,0.0002149123,0.0008294907,0.0003188993,0.0001105261,0.00004107071,0.0002481978,0.0001890283,0.000361969],"category_scores_gemma":[0.005935464,0.0001711486,0.0005104935,0.0003425447,0.0001570118,0.000134112,0.00004825805,0.0006619606,0.0000647956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001295236,"about_ca_system_score_gemma":0.0002847298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004515571,"about_ca_topic_score_gemma":0.000006364579,"domain_scores_codex":[0.9977433,0.0001629255,0.0008469052,0.0002452481,0.0004086281,0.0005930024],"domain_scores_gemma":[0.9973576,0.0006996315,0.0003147831,0.0001942358,0.0004272001,0.001006519],"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":[0.009791407,0.001483905,0.1171821,0.003060865,0.006892279,0.008040437,0.01002053,0.001017594,0.06450737,0.001922599,0.5653102,0.2107707],"study_design_scores_gemma":[0.05695162,0.05472685,0.1294998,0.004259351,0.007833395,0.02993904,0.02037941,0.03331512,0.1015958,0.01346428,0.5438278,0.004207486],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5703282,0.002364771,0.01268348,0.4117061,0.0005906586,0.0007654183,0.00008813047,0.00004541651,0.001427718],"genre_scores_gemma":[0.9707517,0.0003997624,0.01024249,0.01690275,0.001582828,0.00001030646,0.00001676387,0.00004100963,0.00005236909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4004234,"threshold_uncertainty_score":0.7105733,"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."}}