{"id":"W2972529124","doi":"10.1186/s13643-019-1143-0","title":"The epidemiology of intransient TB-induced hyperglycaemia in previously undiagnosed diabetes mellitus 2 individuals: a protocol for a systematic review and meta-analysis","year":2019,"lang":"en","type":"review","venue":"Systematic Reviews","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Diabetes mellitus; Scopus; Meta-analysis; Systematic review; Population; Tuberculosis; Type 2 Diabetes Mellitus; MEDLINE; Epidemiology; Global health; Intensive care medicine; Environmental health; Internal medicine; Public health; Endocrinology; Pathology","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":[0.06432627,0.005656204,0.02102127,0.01392835,0.002861602,0.00698462,0.005145598,0.006619371,0.04568524],"category_scores_gemma":[0.1043441,0.004487062,0.03772454,0.01279661,0.00285471,0.00592188,0.005376731,0.005449675,0.004916749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01118077,"about_ca_system_score_gemma":0.03778151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00772636,"about_ca_topic_score_gemma":0.01537977,"domain_scores_codex":[0.9652662,0.01450524,0.01274395,0.002824933,0.003427664,0.001231974],"domain_scores_gemma":[0.9631235,0.01709283,0.007798897,0.004079978,0.006826663,0.00107817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.003358922,0.0001241736,0.0008304327,0.9472055,0.0150363,0.0004113179,0.0006805941,0.001011504,0.0007133035,0.002391196,0.01317309,0.01506373],"study_design_scores_gemma":[0.0246251,0.001694557,0.0068537,0.6993402,0.1090217,0.000709062,0.001000642,0.001963084,0.001433748,0.01162176,0.1412,0.000536476],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0008954408,0.01653514,0.004988058,0.0009271352,0.0005864329,0.9644614,0.010416,0.0002772713,0.0009129668],"genre_scores_gemma":[0.000960732,0.004435554,0.00597781,0.0003693079,0.0000344455,0.986845,0.0009886327,0.00001807032,0.000370481],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.06432627,"threshold_uncertainty_score":0.3401939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3238227669746001,"score_gpt":0.496774973694232,"score_spread":0.1729522067196319,"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."}}