{"id":"W2126138363","doi":"10.12968/denn.2008.4.1.29992","title":"Celebrating continued success at DNETC","year":2008,"lang":"en","type":"article","venue":"Dental Nursing","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Evening; Dental nurse; Medicine; Nursing; Certificate; Presentation (obstetrics); Medical education; Nurse education; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002540495,0.0001392659,0.0002062975,0.00006079463,0.00250817,0.00001517054,0.0001439326,0.0001372481,0.001187364],"category_scores_gemma":[0.00008085011,0.0001338871,0.00005330514,0.0001547661,0.0001259061,0.0003086122,0.00004650559,0.0004507484,0.000531727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003299449,"about_ca_system_score_gemma":0.00006097193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001792052,"about_ca_topic_score_gemma":0.0001498051,"domain_scores_codex":[0.998342,0.0002860434,0.0003472614,0.0002491712,0.0002520648,0.0005235102],"domain_scores_gemma":[0.9990159,0.0003448147,0.0002494066,0.0001953289,0.00005573104,0.0001388379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003729636,0.00022971,0.7877679,0.000106595,0.00002831016,0.0001260097,0.02268119,0.0000081353,0.01790461,0.0006911558,0.1564296,0.01365384],"study_design_scores_gemma":[0.005237415,0.0003055048,0.6991855,0.00423191,0.000151241,0.0006509696,0.02969521,0.001582124,0.008923701,0.0008151404,0.2479838,0.001237519],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8933885,0.0004812659,0.00006563019,0.0008697925,0.00263634,0.0002502929,0.000008391495,0.0001306792,0.1021692],"genre_scores_gemma":[0.9873838,0.0000234819,0.000610064,0.0006782055,0.0006051693,0.00001308997,0.00003175491,0.00003270056,0.01062168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09399543,"threshold_uncertainty_score":0.9997257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05406672115217891,"score_gpt":0.4271024586358724,"score_spread":0.3730357374836935,"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."}}