{"id":"W4303984613","doi":"10.47191/rajar/v8i10.09","title":"Quarterly Trends of TB Treatment Outcomes as Xpert MTB/Rif Rolled Out in Manicaland, Zimbabwe for 2017 and 2018","year":2022,"lang":"en","type":"article","venue":"RA Journal Of Applied Research","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Medicine; Tuberculosis; Tb treatment; Population; Demography; Pediatrics; Environmental health","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":[0.0005354829,0.0002835209,0.0001751914,0.001072549,0.0002898589,0.0006801945,0.0004202031,0.0002945036,0.001193296],"category_scores_gemma":[0.002430565,0.000144426,0.0002361707,0.0013106,0.0002850363,0.0006095457,0.0005699237,0.0004664944,0.0002644811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001459094,"about_ca_system_score_gemma":0.000753117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06282353,"about_ca_topic_score_gemma":0.06472872,"domain_scores_codex":[0.9995611,0.00006866777,0.00005256707,0.00007494995,0.00009432081,0.0001482695],"domain_scores_gemma":[0.998001,0.0001349368,0.001386244,0.00004338268,0.0002965895,0.0001377708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000151652,0.00003135406,0.9921101,0.00005215223,0.00004032135,0.0001051694,0.0006534043,0.0001982855,0.0003604955,0.0001037874,0.001786097,0.004407248],"study_design_scores_gemma":[0.00000463138,0.0000417718,0.9982032,0.00001825435,0.00001052756,0.00006881103,0.0004613571,0.0001526246,0.000132699,0.00001120224,0.0008911679,0.000003753025],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923948,0.0002098084,0.00007421713,0.0002652682,0.00001222506,0.0000161902,0.006509816,0.000009636407,0.0005081363],"genre_scores_gemma":[0.9944886,0.0003016583,0.0001104414,0.00004186998,0.00002043072,0.00003923471,0.004567075,0.00000249191,0.0004282147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06282353,"threshold_uncertainty_score":0.1249157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1159021988867971,"score_gpt":0.4572971894792676,"score_spread":0.3413949905924705,"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."}}