{"id":"W1988953504","doi":"10.1016/j.jclinepi.2012.07.013","title":"Experience with GRADE","year":2012,"lang":"en","type":"letter","venue":"Journal of Clinical Epidemiology","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Guideline; Framing (construction); Quality of evidence; Medicine; Health care; Psychology; Grading (engineering); Medical education; Randomized controlled trial; Surgery; Engineering; Political science","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":[],"category_scores_codex":[0.02673172,0.0004316295,0.0006743132,0.0009632693,0.004845713,0.008799768,0.002722817,0.01206192,0.03251585],"category_scores_gemma":[0.1209043,0.0007224545,0.001376101,0.001500673,0.00230049,0.005125596,0.00733566,0.01590077,0.007655264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005940343,"about_ca_system_score_gemma":0.0148007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01069884,"about_ca_topic_score_gemma":0.04566477,"domain_scores_codex":[0.9672524,0.01508338,0.003691142,0.002245347,0.006453048,0.005274578],"domain_scores_gemma":[0.9176818,0.01642105,0.004122168,0.007494894,0.02052524,0.03375485],"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":[0.0002640781,0.0008553641,0.02921101,0.0004267285,0.00009548618,0.007327322,0.007321679,0.0003322566,0.0005214405,0.02276258,0.7431481,0.1877339],"study_design_scores_gemma":[0.00009788513,0.0003907471,0.006493472,0.0005944629,0.00005079638,0.007657914,0.004319998,0.0002637923,0.0003937896,0.005116823,0.9745575,0.00006283724],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.03219308,0.003617992,0.00349136,0.8385729,0.02581446,0.0001975279,0.0003724648,0.0004004,0.09533995],"genre_scores_gemma":[0.1728298,0.003918566,0.006823938,0.6757497,0.007052528,0.0001866299,0.0004750452,0.0007528958,0.1322108],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9732683,"threshold_uncertainty_score":0.1413726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7518121300574013,"score_gpt":0.6568858881763046,"score_spread":0.09492624188109677,"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."}}