{"id":"W3127700845","doi":"10.1002/jdd.12546","title":"Fourth‐year dental hygiene students’ educational preparedness: Self‐confidence ratings of the Canadian Dental Hygienists Association baccalaureate competencies (2017‐2019)","year":2021,"lang":"en","type":"article","venue":"Journal of Dental Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Preparedness; Graduation (instrument); Curriculum; Baccalaureate Degree; Medical education; Medicine; Dental hygiene; Family medicine; Psychology; Gerontology; Higher education; Pedagogy; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002653066,0.000212589,0.0003226305,0.001032816,0.0008924622,0.001383911,0.0008631423,0.0006661164,0.003349366],"category_scores_gemma":[0.00823401,0.0002784629,0.0007465492,0.0006498444,0.0005292202,0.0005475366,0.001416967,0.001643697,0.0006203632],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00188343,"about_ca_system_score_gemma":0.003143259,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1563889,"about_ca_topic_score_gemma":0.1989891,"domain_scores_codex":[0.9985659,0.00009253022,0.0001029965,0.00008360014,0.0009189761,0.0002361134],"domain_scores_gemma":[0.9895791,0.0008710782,0.002871264,0.0002675267,0.003514381,0.002896616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006517673,0.000288581,0.9872651,0.00002830002,0.00003886869,0.00001951421,0.001873328,0.00008313208,0.0001976335,0.00003025513,0.001399623,0.008710563],"study_design_scores_gemma":[0.000006300915,0.0001255071,0.9966409,0.00001634784,0.000008527903,0.00001797221,0.0019916,0.0001671882,0.0001438651,0.00001146244,0.0008587518,0.00001153335],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978364,0.00008584029,0.00003856217,0.0001440492,0.00001502709,0.00003749012,0.0004140794,0.000007181461,0.00142152],"genre_scores_gemma":[0.9974344,0.0001297927,0.0001876344,0.00005331782,0.00000678536,0.0000371028,0.0006599692,0.000003002647,0.001487989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9981166,"threshold_uncertainty_score":0.3109573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008573688872197708,"score_gpt":0.30384758307804,"score_spread":0.2952738942058423,"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."}}