{"id":"W4393118384","doi":"10.1111/eje.13004","title":"A novel model for curriculum design: Preparation, planning, prototyping, and piloting","year":2024,"lang":"en","type":"article","venue":"European Journal Of Dental Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Curriculum; Rapid prototyping; Medical education; Computer science; Psychology; Engineering management; Engineering; Medicine; Pedagogy","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":[0.03764082,0.001402424,0.0005723952,0.002276304,0.00376157,0.009493157,0.004504113,0.004940803,0.00746703],"category_scores_gemma":[0.04813743,0.001220377,0.002240721,0.001415178,0.008798898,0.009574992,0.007156196,0.005185022,0.002721817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007941021,"about_ca_system_score_gemma":0.03073524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004838264,"about_ca_topic_score_gemma":0.0146037,"domain_scores_codex":[0.9475999,0.03786852,0.001856978,0.002349544,0.008385139,0.001939912],"domain_scores_gemma":[0.9627619,0.02067235,0.002759706,0.005432429,0.005733183,0.002640461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004033691,0.0009560899,0.003488102,0.003930888,0.0001054375,0.00156401,0.03216695,0.01803172,0.005694827,0.4086048,0.07313652,0.4519173],"study_design_scores_gemma":[0.0003565159,0.002064516,0.001931218,0.003224713,0.000147057,0.001867319,0.01088819,0.04191599,0.005402088,0.1679643,0.7638962,0.0003419991],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01994105,0.001337455,0.8249261,0.07611006,0.003033254,0.005870009,0.0002451187,0.001466818,0.06707013],"genre_scores_gemma":[0.1014784,0.001232434,0.8792965,0.003697955,0.0002185435,0.00367155,0.0001641227,0.0001484994,0.010092],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.03764082,"threshold_uncertainty_score":0.1990661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04076850781952639,"score_gpt":0.3744274537564016,"score_spread":0.3336589459368752,"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."}}