{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.007918698,0.001995266,0.002935958,0.02570612,0.0009936184,0.008120448,0.003241061,0.002641931,0.08884715],"category_scores_gemma":[0.1194061,0.001562413,0.001878501,0.04895995,0.0007465922,0.004404997,0.003214578,0.004002317,0.06469353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003033312,"about_ca_system_score_gemma":0.01870674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02587281,"about_ca_topic_score_gemma":0.02697483,"domain_scores_codex":[0.988617,0.002535677,0.00506792,0.001241341,0.001948536,0.0005895775],"domain_scores_gemma":[0.9112448,0.03556713,0.0190495,0.01025187,0.01893742,0.004949341],"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":[0.0002338285,0.00002610657,0.002220583,0.004084082,0.0001813106,0.00003138507,0.0001164578,0.0003441204,0.0000692596,0.003136029,0.961139,0.02841782],"study_design_scores_gemma":[0.0004995356,0.00003864493,0.005731135,0.004863916,0.0004113016,0.00007812904,0.0001759102,0.0003392399,0.0001868619,0.009402132,0.9781997,0.0000734682],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"methods","genre_scores_codex":[0.0003928448,0.002263261,0.0009958181,0.001419411,0.0002694655,0.0002364817,0.9867564,0.001560843,0.006105375],"genre_scores_gemma":[0.003439016,0.003683616,0.006295172,0.001500847,0.0002717347,0.0009971397,0.9789274,0.001439213,0.003445965],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9920813,"threshold_uncertainty_score":0.2972234,"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."}}