{"id":"W4412161744","doi":"10.12968/denn.2025.21.7.350","title":"It's never too late","year":2025,"lang":"en","type":"article","venue":"Dental Nursing","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Nurses Association","funders":"","keywords":"Medicine; Dental nurse; Nursing; Professional development; Medical education; Nurse education","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.003960349,0.0007671289,0.0006493482,0.0005075098,0.006851554,0.005784295,0.0015495,0.01145588,0.01172976],"category_scores_gemma":[0.02242478,0.0003942891,0.000732474,0.0003430492,0.004844,0.007974373,0.003462349,0.02792463,0.006358085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001949446,"about_ca_system_score_gemma":0.00446968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005948582,"about_ca_topic_score_gemma":0.0179455,"domain_scores_codex":[0.996265,0.001482356,0.00011577,0.0003797029,0.001152138,0.0006050607],"domain_scores_gemma":[0.9916335,0.002198223,0.000325776,0.0002565844,0.002185692,0.003400152],"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":[0.00002462112,0.00004129936,0.0004268289,0.00009393611,0.00001008743,0.0003362782,0.001252549,0.00001849225,0.0001294526,0.009025167,0.9673497,0.02129153],"study_design_scores_gemma":[0.000006979539,0.00004879658,0.0004200253,0.0003297338,0.0000061288,0.0006054778,0.004209816,0.00003101829,0.000120597,0.003227229,0.990972,0.00002214728],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0006502956,0.01678133,0.0004492869,0.8388358,0.1293906,0.00001642942,0.00001517343,0.00006645957,0.01379463],"genre_scores_gemma":[0.01092754,0.01074445,0.0004965246,0.8524985,0.01975808,0.00003448974,0.00001748338,0.0001061926,0.1054166],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.01172976,"threshold_uncertainty_score":0.03923988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04629398502106113,"score_gpt":0.4284102386160317,"score_spread":0.3821162535949706,"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."}}