{"id":"W2063111789","doi":"10.12968/denn.2006.2.5.29855","title":"Assessor training for dental nurses: helping others","year":2006,"lang":"en","type":"article","venue":"Dental Nursing","topic":"Dental Education, Practice, Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fraser Health","funders":"","keywords":"Dental nurse; Nursing; Nurse education; Professional development; Medicine; Medical education; Training (meteorology); Psychology","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"],"consensus_categories":[],"category_scores_codex":[0.0009215843,0.0002193914,0.0002789478,0.0002495866,0.001555085,0.00009638342,0.0002853991,0.0001951497,0.0005236648],"category_scores_gemma":[0.0003323548,0.0002375091,0.0001350166,0.0003397907,0.000175426,0.0006663705,0.00003907403,0.0005673703,0.000468942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001441524,"about_ca_system_score_gemma":0.0004421648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005800156,"about_ca_topic_score_gemma":0.0002037255,"domain_scores_codex":[0.9971048,0.0002963154,0.0006137178,0.0004454775,0.0005222115,0.00101748],"domain_scores_gemma":[0.9985429,0.0005842657,0.0002912368,0.0002722462,0.000125104,0.0001842425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006147766,0.001564285,0.785069,0.0004242912,0.00009370086,0.00002292789,0.04315203,0.00005120573,0.03004173,0.009890823,0.02429326,0.1047819],"study_design_scores_gemma":[0.004069827,0.000211269,0.3504069,0.001608036,0.0001332253,0.0001063932,0.5895592,0.002096096,0.002680678,0.004042203,0.04428261,0.0008035471],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9401493,0.0003685989,0.001909733,0.0009483813,0.005262976,0.001666535,0.00004639667,0.0001856695,0.0494624],"genre_scores_gemma":[0.9873317,0.000004447781,0.001704317,0.0004646625,0.001454073,0.0003105803,0.000174884,0.0001035704,0.008451702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5464072,"threshold_uncertainty_score":0.9997448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.128615043347357,"score_gpt":0.5393390909703517,"score_spread":0.4107240476229946,"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."}}