{"id":"W3093049072","doi":"10.1093/cid/ciaa1567","title":"Consensus (Convergence of Opinion on Recommendations and Evidence [CORE]) Versus Systematic (Grading of Recommendations Assessment, Development, and Evaluation [GRADE]) Approach to Development of Guidelines for Community-acquired Pneumonia","year":2020,"lang":"en","type":"letter","venue":"Clinical Infectious Diseases","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Grading (engineering); MEDLINE; Systematic review; Evidence-based medicine; Family medicine; Library science; Alternative medicine; Pathology; Law; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.2311824,0.002584937,0.01155095,0.02635861,0.003961308,0.02100917,0.008439336,0.0169615,0.02923413],"category_scores_gemma":[0.6359456,0.003638012,0.01491367,0.01425594,0.006368596,0.0127466,0.008667779,0.02119198,0.01387919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01257049,"about_ca_system_score_gemma":0.04479717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007921781,"about_ca_topic_score_gemma":0.01258309,"domain_scores_codex":[0.6077101,0.1832515,0.1248512,0.01032316,0.06965538,0.004208702],"domain_scores_gemma":[0.3545331,0.2250306,0.09299619,0.02061335,0.2967362,0.01009061],"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":[0.0007986923,0.0001031694,0.0009975593,0.1280143,0.00618375,0.0002256199,0.001074207,0.0005381731,0.0005607473,0.01308536,0.6958129,0.1526056],"study_design_scores_gemma":[0.003150625,0.0004787538,0.003256673,0.3950676,0.0130264,0.0007659282,0.001093519,0.002726832,0.001193269,0.04125977,0.5370998,0.0008807532],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001173567,0.2112194,0.05416873,0.3737267,0.2994652,0.02421814,0.01105143,0.001629584,0.02334736],"genre_scores_gemma":[0.03764834,0.2582979,0.3731403,0.1723101,0.07762929,0.04434885,0.01393757,0.001784902,0.02090275],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.7688176,"threshold_uncertainty_score":0.948089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5380801654035743,"score_gpt":0.5211490742821859,"score_spread":0.01693109112138835,"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."}}