{"id":"W4210758916","doi":"10.1111/eje.12781","title":"Comparison of self‐perceived competence of recent dental graduates from the Universities of Otago and Dalhousie","year":2022,"lang":"en","type":"article","venue":"European Journal Of Dental Education","topic":"Dental Education, Practice, Research","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Sydney","keywords":"Competence (human resources); Medicine; Dentistry; Oral and maxillofacial surgery; Significant difference; Orthodontics; Family medicine; Medical education; Psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001142937,0.0001595167,0.0002056273,0.001211761,0.0005898274,0.0007702671,0.0004127678,0.0003949842,0.00274745],"category_scores_gemma":[0.00352181,0.0001516735,0.0002270548,0.000658038,0.000642665,0.0003207221,0.001141543,0.000352205,0.0002671467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001615945,"about_ca_system_score_gemma":0.002546351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09287726,"about_ca_topic_score_gemma":0.171083,"domain_scores_codex":[0.9991912,0.00007775796,0.00007308335,0.0000659042,0.0003410554,0.0002509258],"domain_scores_gemma":[0.9958467,0.0004408626,0.001159032,0.00006567628,0.0005891427,0.001898557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003652953,0.00006554092,0.9925233,0.00003501611,0.00001312982,0.00007224382,0.002584715,0.00002031911,0.0003870314,0.000021256,0.0001954598,0.004045533],"study_design_scores_gemma":[0.00000183417,0.00003729542,0.9974561,0.000008347654,0.000001358845,0.00003391479,0.00214956,0.00001635235,0.00002063953,0.000001748946,0.000270889,0.000001958798],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992971,0.00006665678,0.00001027852,0.00007950028,0.000003745275,0.000007909836,0.00008164156,0.000001163834,0.0004519776],"genre_scores_gemma":[0.9993924,0.00008873042,0.00003813664,0.00003767779,0.000002860128,0.000006673237,0.0001071228,6.30367e-7,0.000325837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09287726,"threshold_uncertainty_score":0.1846733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08204488437520088,"score_gpt":0.4407161294700844,"score_spread":0.3586712450948836,"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."}}