{"id":"W2096936582","doi":"10.1002/j.0022-0337.2010.74.5.tb04901.x","title":"Curriculum Change in Dental Education, 2003–09","year":2010,"lang":"en","type":"article","venue":"Journal of Dental Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":173,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Medical education; Medicine; Curriculum mapping; Dental education; Curriculum development; Psychology; Pedagogy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004516731,0.0001351781,0.0002270878,0.0007805513,0.00006047641,0.00003637846,0.0001739443,0.0001511029,0.0009700412],"category_scores_gemma":[0.001452804,0.000123279,0.0000698259,0.001316452,0.00007353925,0.0005320546,0.00001996066,0.0008371113,0.0001387992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004044948,"about_ca_system_score_gemma":0.002642346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003629154,"about_ca_topic_score_gemma":0.0001745237,"domain_scores_codex":[0.998394,0.00003488799,0.0007165914,0.0001513968,0.0005110553,0.0001921202],"domain_scores_gemma":[0.9980085,0.00001258436,0.0004702487,0.00022259,0.001154184,0.0001319247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002742683,0.004457359,0.7454671,0.0000719284,0.00001769529,0.000006142192,0.001404844,1.366927e-7,0.003557368,0.001021315,0.06826849,0.1757002],"study_design_scores_gemma":[0.001578025,0.0002904644,0.8697477,0.0007513888,0.0001368871,0.0057804,0.02899494,0.0001475454,0.001773076,0.0002900024,0.09022074,0.0002888389],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9766667,0.0003871449,0.00001553267,0.003898786,0.01655375,0.0004032369,9.315566e-7,0.00001019384,0.00206365],"genre_scores_gemma":[0.9864995,0.00006553277,0.005445419,0.002535492,0.004237289,0.00005921905,0.0000601346,0.0000219035,0.001075536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1754114,"threshold_uncertainty_score":0.9999432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009957339233836321,"score_gpt":0.358046173422565,"score_spread":0.3480888341887286,"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."}}