{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001886409,0.0006214325,0.0003392478,0.0009432121,0.001755817,0.002908261,0.0006811847,0.002849656,0.2294111],"category_scores_gemma":[0.003455291,0.0003229222,0.0003413331,0.0006381123,0.0004503278,0.001187554,0.001715416,0.002272184,0.08241301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001433226,"about_ca_system_score_gemma":0.005627292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007794541,"about_ca_topic_score_gemma":0.02577111,"domain_scores_codex":[0.9988855,0.000131585,0.00006013249,0.0001127341,0.0005400376,0.0002700452],"domain_scores_gemma":[0.9975305,0.0002407305,0.00008743668,0.00008973104,0.001079237,0.000972327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001515906,0.0000461141,0.000425005,0.00005313236,0.000001925304,0.00005224046,0.00003094295,0.00001659368,0.0001129564,0.0009032263,0.955635,0.04270762],"study_design_scores_gemma":[0.000002293779,0.000005887712,0.00109027,0.00005129826,9.493617e-7,0.00003756,0.00006105172,0.00002028656,0.00003273047,0.000102251,0.998593,0.000002294205],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005689036,0.02044256,0.001366299,0.07648449,0.1004525,0.0003269823,0.00156833,0.0003730536,0.7932967],"genre_scores_gemma":[0.007677837,0.004891816,0.0004942192,0.005920724,0.005632216,0.00009603884,0.0005435245,0.00006437775,0.9746792],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2294111,"threshold_uncertainty_score":0.7674567,"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."}}