{"id":"W2143839180","doi":"10.1016/j.jclinepi.2013.09.017","title":"The GRADE recommendations. Weak recommendations are unhelpful to decision makers","year":2013,"lang":"en","type":"letter","venue":"Journal of Clinical Epidemiology","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Victoria Hospital","funders":"McMaster University","keywords":"Scopus; Intervention (counseling); Medicine; Presentation (obstetrics); MEDLINE; Prestige; Family medicine; Alternative medicine; Evidence-based medicine; Psychology; Political science; Nursing; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.05990272,0.002336276,0.007338399,0.00802122,0.008881645,0.0190957,0.01274879,0.1765568,0.02171686],"category_scores_gemma":[0.4207676,0.004351588,0.007897893,0.00775648,0.01007588,0.01160855,0.008885877,0.1104428,0.04312085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01581022,"about_ca_system_score_gemma":0.04633426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04412237,"about_ca_topic_score_gemma":0.07181416,"domain_scores_codex":[0.90328,0.02965914,0.02212324,0.004588931,0.03328395,0.007064736],"domain_scores_gemma":[0.6694741,0.1390371,0.02649135,0.01385777,0.1158697,0.03526999],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002451424,0.00002091286,0.0001690341,0.0001167199,0.00002757859,0.0000453928,0.00002919768,0.00002061986,0.00001801159,0.00118849,0.9942132,0.004126325],"study_design_scores_gemma":[0.0009102363,0.0000764197,0.001544608,0.004973144,0.0003416463,0.0003829594,0.0002558935,0.0006076419,0.0001627515,0.03176234,0.9587099,0.0002725019],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00006492061,0.001100718,0.0002961749,0.9558846,0.03716485,0.0001285986,0.0005024361,0.0000630133,0.00479473],"genre_scores_gemma":[0.0007229237,0.0009279767,0.001550011,0.9620314,0.02708801,0.0004496394,0.00036823,0.00007644831,0.006785333],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9400973,"threshold_uncertainty_score":0.3167997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7820573005714361,"score_gpt":0.6065778866967045,"score_spread":0.1754794138747315,"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."}}