{"id":"W3217668410","doi":"10.1016/j.lana.2021.100099","title":"BIGG, the international database of GRADE Guidelines","year":2021,"lang":"en","type":"article","venue":"The Lancet Regional Health - Americas","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Impact; Cochrane","funders":"","keywords":"Database; Computer science; Library science","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":[],"consensus_categories":[],"category_scores_codex":[0.003800625,0.0001021563,0.0002936687,0.00005894403,0.001045057,0.00001276927,0.0008388039,0.00004060837,0.0005526318],"category_scores_gemma":[0.001449666,0.00005383599,0.00005905284,0.0007173547,0.0003767516,0.0001020347,0.0002310856,0.000660732,0.0001907175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001731373,"about_ca_system_score_gemma":0.004719567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003635318,"about_ca_topic_score_gemma":0.0007295115,"domain_scores_codex":[0.996394,0.001028124,0.0007290553,0.0002592663,0.0008600047,0.0007295424],"domain_scores_gemma":[0.9962485,0.001679231,0.0004510963,0.0007057667,0.0006745845,0.000240801],"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":[0.0000524464,0.00005280622,0.006042758,0.0001539115,0.00001294415,0.000001984757,0.002293871,0.00001492376,0.0001036034,0.00521053,0.9809099,0.005150355],"study_design_scores_gemma":[0.0003087608,0.00004737596,0.0248601,0.0002307884,0.00000289106,0.00001738014,0.006189956,0.000894122,0.00002018264,0.001125649,0.966241,0.00006176947],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04914889,0.002288547,0.0004643213,0.9426656,0.001678651,0.0004707723,0.00009501847,0.00003513649,0.003153051],"genre_scores_gemma":[0.2488523,0.04681364,0.01300292,0.6583611,0.0169308,0.0006521086,0.0006452327,0.00005551817,0.01468635],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2843045,"threshold_uncertainty_score":0.8372308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.630097013591355,"score_gpt":0.6134812175875792,"score_spread":0.01661579600377572,"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."}}