{"id":"W4392711976","doi":"10.1002/gin2.12008","title":"The INGUIDE International Guideline Training and Certification Programme","year":2024,"lang":"en","type":"article","venue":"Clinical and Public Health Guidelines","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact","funders":"","keywords":"Certification; Guideline; Training (meteorology); Medical education; Psychology; Medicine; Political science; Geography","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":[],"consensus_categories":[],"category_scores_codex":[0.04232379,0.000555915,0.0004691471,0.0027697,0.001323772,0.003451832,0.003048835,0.005085287,0.03491588],"category_scores_gemma":[0.08725356,0.0004556632,0.0007933188,0.001504624,0.001903099,0.002579473,0.007867947,0.007697956,0.01079707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006421741,"about_ca_system_score_gemma":0.04723518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009489527,"about_ca_topic_score_gemma":0.01412968,"domain_scores_codex":[0.9733732,0.01124548,0.001578854,0.001055671,0.01042001,0.002326848],"domain_scores_gemma":[0.9163005,0.01687942,0.004340969,0.00496049,0.03906261,0.01845607],"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":[0.0000401862,0.0001338566,0.0004636964,0.0003838598,0.000005232625,0.0001119193,0.000282255,0.0001992191,0.0002348649,0.007762384,0.8590203,0.1313623],"study_design_scores_gemma":[0.00005924339,0.00007627298,0.00285967,0.00139057,0.000007022245,0.0002062472,0.0002361442,0.0003276503,0.0002557898,0.002014854,0.9925482,0.00001835038],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.008800265,0.0117134,0.01907235,0.5129358,0.04155213,0.003807113,0.002577961,0.001432073,0.398109],"genre_scores_gemma":[0.1388127,0.02439413,0.1191011,0.1869168,0.02356924,0.008988039,0.01373501,0.001432905,0.4830501],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.04232379,"threshold_uncertainty_score":0.2238322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.726285411202189,"score_gpt":0.6184343306788338,"score_spread":0.1078510805233552,"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."}}