{"id":"W4386712334","doi":"10.12688/hrbopenres.13757.1","title":"Investigating how the GRADE Evidence to Decision (EtD) framework is used in Clinical Guidelines: a scoping review protocol","year":2023,"lang":"en","type":"review","venue":"HRB Open Research","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact","funders":"Royal College of Surgeons in Ireland; Health Research Board","keywords":"Grey literature; Grading (engineering); Systematic review; Protocol (science); MEDLINE; Data science; Computer science; Medicine; Engineering; Alternative medicine; Political science; Pathology","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","metaepi_narrow","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3718049,0.0005756034,0.006435829,0.001119772,0.0007139097,0.001592876,0.005715068,0.0007702347,0.000560334],"category_scores_gemma":[0.4588069,0.0004930355,0.0006616946,0.004361134,0.0002607166,0.0008146574,0.003082983,0.003584608,0.01348607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001258987,"about_ca_system_score_gemma":0.004645454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001496752,"about_ca_topic_score_gemma":0.0008606802,"domain_scores_codex":[0.9617022,0.01308499,0.01996817,0.002708107,0.001002972,0.001533543],"domain_scores_gemma":[0.9033194,0.08470667,0.006237846,0.004195389,0.0007048831,0.0008358477],"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":[0.00001283224,0.0000881556,0.001379805,0.3616186,0.0001071368,0.00001026409,0.0007214998,0.000006320116,3.855332e-9,0.007030378,0.4932288,0.1357963],"study_design_scores_gemma":[0.0002013606,0.00006205654,0.00003259001,0.4848244,0.000009262872,0.000002445604,0.0001113967,0.00008652009,1.186662e-8,0.005382672,0.5089945,0.0002926983],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00000247309,0.6435761,0.0003158727,0.07837985,0.0002633858,0.2772095,0.00006675435,0.0000309044,0.0001551263],"genre_scores_gemma":[1.615433e-7,0.6781504,0.009715933,0.01212597,0.0006188623,0.2986172,0.00001254817,0.0001180391,0.0006408689],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1355036,"threshold_uncertainty_score":0.9997521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9790235668103319,"score_gpt":0.7810376219286448,"score_spread":0.1979859448816871,"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."}}