{"id":"W3011090912","doi":"10.1111/idh.12434","title":"Dental hygiene graduates’ educational preparedness: Self‐confidence ratings of the CDHA baccalaureate competencies","year":2020,"lang":"en","type":"article","venue":"International Journal of Dental Hygiene","topic":"Dental Health and Care Utilization","field":"Dentistry","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Preparedness; Medicine; Medical education; Confidence interval; Baccalaureate Degree; Family medicine; Promotion (chess); Nursing; Higher education","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002575986,0.0002173526,0.0003152987,0.0001412657,0.0001211726,0.0001195623,0.001339974,0.00008392142,0.0005232287],"category_scores_gemma":[0.0004477337,0.0001733415,0.0003407264,0.000358338,0.0001673857,0.0006338785,0.0002922641,0.0002951724,0.0000924816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003136491,"about_ca_system_score_gemma":0.0004134365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009052519,"about_ca_topic_score_gemma":0.0002362913,"domain_scores_codex":[0.9966142,0.0001239764,0.001117263,0.0002548237,0.001650384,0.0002393959],"domain_scores_gemma":[0.9971156,0.0001573502,0.001125541,0.000182043,0.001179,0.0002405348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001030838,0.001206845,0.9252484,0.0002419921,0.0005935517,0.000290318,0.003877236,0.0005058903,0.04455702,0.008567628,0.008544552,0.005335723],"study_design_scores_gemma":[0.004828374,0.0007181254,0.8609691,0.001024884,0.0002578765,0.009357783,0.01025266,0.002466968,0.1037018,0.002632641,0.003143165,0.0006465756],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919985,0.0005134774,0.0003068448,0.001092529,0.004781537,0.0002003697,0.0001070244,0.00002487091,0.0009748689],"genre_scores_gemma":[0.9974079,0.0000536472,0.0005859758,0.0008819149,0.0007177647,0.000006484406,0.00003995016,0.00002384989,0.0002825703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06427927,"threshold_uncertainty_score":0.7068662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01737512971085341,"score_gpt":0.2962330701676971,"score_spread":0.2788579404568437,"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."}}