{"id":"W3200652670","doi":"10.1093/pch/pxab066","title":"From vision to implementation: Building a national undergraduate paediatric curriculum","year":2021,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Innovations in Medical Education","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; University of Alberta; University of Calgary","funders":"","keywords":"Curriculum; Accreditation; Medical education; Medicine; Curriculum development; Delphi method; Faculty development; Professional development; Pedagogy; Psychology","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":[0.03255547,0.0007564357,0.0005191416,0.001939571,0.006007273,0.006953087,0.004157626,0.002426296,0.00559221],"category_scores_gemma":[0.02604434,0.0007124993,0.0006818739,0.001635376,0.003076368,0.003048172,0.009806061,0.004753397,0.001704419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06297024,"about_ca_system_score_gemma":0.4231033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3079948,"about_ca_topic_score_gemma":0.523207,"domain_scores_codex":[0.9833912,0.004034455,0.0008273882,0.0008222677,0.007244446,0.003680298],"domain_scores_gemma":[0.9458246,0.002009625,0.001216242,0.0008746783,0.014658,0.03541694],"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":[0.00008283117,0.001245825,0.0186801,0.001903763,0.00002604287,0.000758313,0.01604591,0.003076412,0.003509977,0.02960761,0.3689268,0.5561363],"study_design_scores_gemma":[0.00008188419,0.0005552582,0.0488862,0.004334126,0.00004530656,0.0005712724,0.02481745,0.002600083,0.003402383,0.009881812,0.9046571,0.0001671164],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1776481,0.01202025,0.0913633,0.4194373,0.0169641,0.01433564,0.003033624,0.003975273,0.2612223],"genre_scores_gemma":[0.4012397,0.01019598,0.4969984,0.03254736,0.001223747,0.004672373,0.003576771,0.0003151953,0.04923036],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3079948,"threshold_uncertainty_score":0.6124042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01413226320144445,"score_gpt":0.383626153701327,"score_spread":0.3694938904998825,"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."}}