{"id":"W2953168027","doi":"10.21815/jde.019.108","title":"The Teaching of Personalized Dentistry in North American Dental Schools: Changes from 2014 to 2017","year":2019,"lang":"en","type":"article","venue":"Journal of Dental Education","topic":"Dental Education, Practice, Research","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dentistry; Dental education; Medicine; Medical education; MEDLINE; Political science","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":[0.001665051,0.0001334886,0.0002965109,0.000347016,0.000335165,0.00005907405,0.0005521565,0.00005896512,0.0004375229],"category_scores_gemma":[0.001138722,0.0001057554,0.0000873274,0.0003567311,0.00007456298,0.0004972734,0.0001237791,0.001234757,0.00105381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009139716,"about_ca_system_score_gemma":0.001648406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005694229,"about_ca_topic_score_gemma":0.005929912,"domain_scores_codex":[0.9971888,0.0008057568,0.0007211305,0.0001882938,0.0007544447,0.000341576],"domain_scores_gemma":[0.9973148,0.0005732295,0.0012455,0.0003106217,0.0003176082,0.0002382326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002978389,0.0003650102,0.9674123,0.00003864967,0.00003976941,0.000002602922,0.00600052,0.000002241388,0.002308581,0.00004417256,0.01252505,0.01096327],"study_design_scores_gemma":[0.0005131668,0.0001230838,0.8225924,0.0001725264,0.00002182582,0.00003805726,0.1643139,0.000007451401,0.00009705975,0.00002584153,0.01201139,0.00008329174],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903814,0.0008336345,0.000009455288,0.002731852,0.004394621,0.0005958157,0.00002252787,0.000005169587,0.001025548],"genre_scores_gemma":[0.993044,0.0003610443,0.000449156,0.0005030424,0.0006938392,0.00004091647,0.00002725121,0.00002374862,0.004857043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1583133,"threshold_uncertainty_score":0.999724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04530062554901382,"score_gpt":0.4911582312284822,"score_spread":0.4458576056794684,"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."}}