{"id":"W4408588789","doi":"10.1111/medu.15684","title":"Clinical practice guideline repository: Development of a learning tool for residents","year":2025,"lang":"en","type":"editorial","venue":"Medical Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Guideline; Medical education; Hyperlink; Resource (disambiguation); Medicine; Descriptive statistics; World Wide Web; Computer science; Web page","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0261593,0.001480608,0.001299913,0.006181209,0.000623265,0.002994981,0.003270216,0.001734741,0.01271598],"category_scores_gemma":[0.0847103,0.001126405,0.001260471,0.003004099,0.0005441813,0.006127858,0.004386144,0.001646546,0.008725974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001148838,"about_ca_system_score_gemma":0.00407619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006515625,"about_ca_topic_score_gemma":0.001508988,"domain_scores_codex":[0.9846916,0.007925237,0.002689861,0.0008152894,0.003427652,0.0004504625],"domain_scores_gemma":[0.9519465,0.02739116,0.004171715,0.00387002,0.009553296,0.003067376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003373764,0.001600196,0.01002115,0.001803126,0.00006891269,0.0006615426,0.003646918,0.0009319757,0.003951026,0.0007813298,0.07489207,0.9013044],"study_design_scores_gemma":[0.003537528,0.009887559,0.09310546,0.01515898,0.0008847806,0.0153071,0.01394574,0.06150017,0.04614198,0.0139413,0.725158,0.001431356],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"editorial","genre_scores_codex":[0.2125599,0.00233617,0.5746597,0.01517037,0.00133428,0.06190506,0.01288239,0.06336931,0.05578272],"genre_scores_gemma":[0.05673841,0.0009251834,0.9178677,0.0009865155,0.000178905,0.01219785,0.004124848,0.001169726,0.005810805],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.0261593,"threshold_uncertainty_score":0.1383452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01716590273543032,"score_gpt":0.462690526807882,"score_spread":0.4455246240724516,"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."}}