{"id":"W3114591619","doi":"10.1002/jdd.12511","title":"Dental students’ OMFS‐related experiences and interest in OMFS careers: An exploration","year":2020,"lang":"en","type":"article","venue":"Journal of Dental Education","topic":"Dental Education, Practice, Research","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Oral and maxillofacial surgery; Medicine; Medical education; Family medicine; Dental education; Psychology; Dentistry","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":[0.001031074,0.0001440884,0.0002295994,0.000339422,0.0002453415,0.0001139762,0.0003847811,0.0001297855,0.000920147],"category_scores_gemma":[0.0007585267,0.0001358679,0.00004667802,0.0004750179,0.00008464095,0.003645626,0.0001216666,0.0008342136,0.0001725134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005703071,"about_ca_system_score_gemma":0.00100303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003705198,"about_ca_topic_score_gemma":0.000380456,"domain_scores_codex":[0.9973887,0.0006487257,0.000910652,0.000235292,0.0005544461,0.000262218],"domain_scores_gemma":[0.9984191,0.0001210406,0.0006319923,0.0001355234,0.0002872962,0.0004050472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001992162,0.0007527178,0.8158623,0.00006423177,0.00002185534,0.000009746793,0.17484,0.000002697426,0.001424073,0.0001168127,0.001385972,0.005320379],"study_design_scores_gemma":[0.0008080645,0.0003380927,0.3028515,0.0001433292,0.00001827531,0.0000529839,0.6943147,0.0000483566,0.0002144048,0.0001161817,0.0009889163,0.0001052517],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938411,0.0007372032,0.00002041634,0.001822493,0.002509594,0.000502828,0.000002587422,0.00001455703,0.0005492914],"genre_scores_gemma":[0.9978068,0.0002745053,0.0001257066,0.0007598018,0.0005272955,0.00007973635,0.00002906552,0.00002245698,0.0003746342],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5194747,"threshold_uncertainty_score":0.9999931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2048234245694936,"score_gpt":0.537728775817488,"score_spread":0.3329053512479944,"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."}}