{"id":"W4409920683","doi":"10.1136/bmj-2024-081904","title":"Core GRADE 2: choosing the target of certainty rating and assessing imprecision","year":2025,"lang":"en","type":"article","venue":"BMJ","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact","funders":"","keywords":"Certainty; Computer science; Core (optical fiber); Medicine; Information retrieval; Mathematics; Telecommunications","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":[0.3316298,0.002096887,0.006339198,0.01739868,0.002445032,0.01270729,0.006802381,0.006413571,0.01522197],"category_scores_gemma":[0.745842,0.002337533,0.01133315,0.009751697,0.003814934,0.006659698,0.008705082,0.01032449,0.005111008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008494982,"about_ca_system_score_gemma":0.01480858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006618119,"about_ca_topic_score_gemma":0.007724697,"domain_scores_codex":[0.5430518,0.2469016,0.1131056,0.005454471,0.08869188,0.002794473],"domain_scores_gemma":[0.2523672,0.5011287,0.05445012,0.02354505,0.1637986,0.004710237],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.003618765,0.0001858548,0.008854968,0.0693734,0.005978999,0.0002274543,0.002807859,0.003793569,0.0009203237,0.03645343,0.2656464,0.602139],"study_design_scores_gemma":[0.002964837,0.001943446,0.01986264,0.1394911,0.01112096,0.002066328,0.003118942,0.01911958,0.006197955,0.1528586,0.6395164,0.001739153],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01253528,0.09866552,0.6249855,0.06184395,0.0210769,0.06670416,0.01748463,0.005701285,0.09100276],"genre_scores_gemma":[0.1021282,0.02847332,0.7819613,0.01145067,0.003024757,0.05658685,0.006292505,0.002483924,0.007598467],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.6683701,"threshold_uncertainty_score":0.8242194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1665620158458554,"score_gpt":0.4471613106645302,"score_spread":0.2805992948186747,"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."}}