{"id":"W2161191869","doi":"10.1371/journal.pmed.1000151","title":"Grading Quality of Evidence and Strength of Recommendations: A Perspective","year":2009,"lang":"en","type":"letter","venue":"PLoS Medicine","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":111,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"","keywords":"Medicine; Grading (engineering); Medical physics; Biology","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":[0.3270548,0.002190964,0.008187302,0.02259818,0.00578807,0.02343199,0.01508269,0.05179828,0.003657465],"category_scores_gemma":[0.711272,0.003108801,0.006271545,0.01432876,0.03000837,0.02266849,0.01052862,0.07318008,0.003362136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02315385,"about_ca_system_score_gemma":0.03720225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01755722,"about_ca_topic_score_gemma":0.01810735,"domain_scores_codex":[0.5955932,0.2472066,0.07036823,0.009044781,0.07509712,0.002690179],"domain_scores_gemma":[0.1715216,0.6771952,0.02522869,0.009464107,0.1113978,0.005192616],"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":[0.0001487822,0.00007547569,0.001361431,0.007084915,0.0008265658,0.0003750664,0.002455066,0.0004732493,0.0001641475,0.09491333,0.7777108,0.1144111],"study_design_scores_gemma":[0.0005310384,0.0002892643,0.002175529,0.04727137,0.000844994,0.001533149,0.002590424,0.001786409,0.0003808708,0.3517368,0.59026,0.0006001538],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00009205531,0.02811019,0.00272794,0.9567274,0.01114372,0.00003562973,0.00005294813,0.000028921,0.001081099],"genre_scores_gemma":[0.01126061,0.07073472,0.02718998,0.8130563,0.07594097,0.0005150659,0.0001165202,0.0001235518,0.001062242],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.6729453,"threshold_uncertainty_score":0.8298613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6865543836995283,"score_gpt":0.5865782055293124,"score_spread":0.09997617817021587,"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."}}