{"id":"W4303940660","doi":"10.1016/j.jclinepi.2022.10.002","title":"The Global Evidence Commission's report provided a wake-up call for the evidence community","year":2022,"lang":"en","type":"article","venue":"Journal of Clinical Epidemiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"University of Johannesburg","keywords":"Call to action; Commission; Pandemic; Global health; Coronavirus disease 2019 (COVID-19); Value (mathematics); Public relations; Political science; Medicine; Public health; Business; Computer science; Advertising; Nursing; Law; Disease; 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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2214694,0.003212377,0.007894438,0.0110551,0.008682381,0.03016555,0.01033017,0.1403252,0.01162784],"category_scores_gemma":[0.4692095,0.003877039,0.01291885,0.006656614,0.01812368,0.02823517,0.02721787,0.1438879,0.005359198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01430844,"about_ca_system_score_gemma":0.0912832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02346779,"about_ca_topic_score_gemma":0.03338372,"domain_scores_codex":[0.8104571,0.0484492,0.03706234,0.01118242,0.07496972,0.01787927],"domain_scores_gemma":[0.292748,0.4492193,0.02881261,0.02789641,0.1365366,0.06478713],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001417652,0.0001127307,0.0009761493,0.001643797,0.0002977214,0.0004353616,0.0006361994,0.0001467659,0.0002666606,0.03127056,0.943781,0.02029127],"study_design_scores_gemma":[0.0003580621,0.0001300883,0.002633674,0.01142874,0.0004742625,0.0002415463,0.001113243,0.0002321715,0.0004085506,0.0248647,0.9577614,0.0003536723],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002388999,0.006812652,0.001161514,0.9314684,0.05819735,0.00007671934,0.0002359272,0.00008177525,0.001726838],"genre_scores_gemma":[0.003811514,0.004654971,0.006349459,0.9558125,0.02554516,0.000211398,0.0004157315,0.00018072,0.003018546],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.7785306,"threshold_uncertainty_score":0.9600669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5527077198780525,"score_gpt":0.580084654338045,"score_spread":0.02737693445999256,"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."}}