{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001825091,0.0002280905,0.001163151,0.0002966038,0.00002912427,0.000003189419,0.0001116987,0.000268121,0.0004761511],"category_scores_gemma":[0.04882868,0.0001624339,0.00009526423,0.0002842054,0.0002988755,0.0001493313,0.00004504135,0.001146217,0.000002282507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001555011,"about_ca_system_score_gemma":0.0001960149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001273642,"about_ca_topic_score_gemma":0.00003352703,"domain_scores_codex":[0.9961814,0.0003844743,0.00202076,0.0004073496,0.0008242402,0.0001817539],"domain_scores_gemma":[0.9880234,0.00877165,0.001626491,0.0004705988,0.001026907,0.00008096872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003676244,0.0003252845,0.003847283,0.002188226,0.0005513185,0.00004133095,0.00189278,1.109974e-7,0.003102009,0.0002655945,0.9704503,0.01696815],"study_design_scores_gemma":[0.04235473,0.0321793,0.1259999,0.1391706,0.02986121,0.000549813,0.05708688,0.001042153,0.006899868,0.03776702,0.523975,0.003113583],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.008433633,0.001951577,0.0001562571,0.9878648,0.0001556501,0.0007355593,0.00004292389,0.00002687948,0.000632717],"genre_scores_gemma":[0.1898088,0.01078824,0.01138207,0.7800226,0.005947218,0.00004545199,0.0009460598,0.00008785366,0.0009717143],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.4464754,"threshold_uncertainty_score":0.9591835,"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."}}