{"id":"W4385199969","doi":"10.1002/jdd.13318","title":"American Dental Education Association Proceedings of the 2023 ADEA House of Delegates","year":2023,"lang":"en","type":"article","venue":"Journal of Dental Education","topic":"Dental Education, Practice, Research","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of California, San Francisco; University of North Carolina at Chapel Hill; Dentsply Sirona; Bausch Health; University of Toronto; Health Science Center, University of Tennessee; Western University of Health Sciences; Rutgers, The State University of New Jersey; GlaxoSmithKline; University of Missouri-Kansas City; School of Dental Medicine, University of Pittsburgh; University of Pittsburgh; Stony Brook University; University of Minnesota; American College of Dentists; College of Dental Medicine, Columbia University; School of Dentistry, University of Maryland; University of Connecticut; American Association of Endodontists Foundation; University of Missouri; Harvard University; Colgate-Palmolive Company","keywords":"Dental education; Dental research; Association (psychology); Medicine; Dentistry; Family medicine; Medical education; Gerontology; Psychology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002051137,0.000140644,0.0003101485,0.0005967104,0.0003055267,0.00003220835,0.000472185,0.0001238877,0.0002533988],"category_scores_gemma":[0.002773053,0.0001147143,0.0001763902,0.001980541,0.0001150302,0.0008524803,0.0001187169,0.0007126479,0.0002705717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001564262,"about_ca_system_score_gemma":0.004401251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001421736,"about_ca_topic_score_gemma":0.00009402426,"domain_scores_codex":[0.9969853,0.0002470044,0.001132095,0.0001647066,0.001141991,0.0003288836],"domain_scores_gemma":[0.9937218,0.0003890294,0.00367126,0.0001687038,0.001894615,0.0001545346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008610556,0.0008416464,0.9162407,0.000237049,0.0000665737,1.275159e-7,0.004479562,0.000002760075,0.01532836,0.0002480338,0.05549745,0.006971652],"study_design_scores_gemma":[0.0003164852,0.0001218644,0.8455086,0.0003123531,0.00008383649,0.00002330661,0.1422334,0.00001160464,0.004551589,0.0002541337,0.006493517,0.00008928726],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883726,0.0001961621,0.000001085011,0.002412887,0.005013236,0.0006095056,0.00001603194,0.00002281543,0.003355697],"genre_scores_gemma":[0.9852628,0.0003054045,0.0001584859,0.0002480907,0.0007929861,0.00006479536,0.00001522115,0.00004218451,0.01311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1377539,"threshold_uncertainty_score":0.780763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0327975515732781,"score_gpt":0.4664452929276721,"score_spread":0.433647741354394,"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."}}