{"id":"W2049345714","doi":"10.12968/denn.2012.8.6.384","title":"Dental assisting education and curriculum design","year":2012,"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":"SAIT Polytechnic","funders":"","keywords":"Dental nurse; Curriculum; Medicine; Medical education; Professional development; Nurse education; Set (abstract data type); Nursing; Engineering ethics; Engineering; Pedagogy; Psychology; Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001184736,0.0001445028,0.0001366885,0.0001690927,0.001174891,0.00005239623,0.0001246031,0.0001239891,0.0004205853],"category_scores_gemma":[0.0004957644,0.0001469447,0.00003200996,0.0002749455,0.0001139387,0.001012657,0.00007287056,0.0005243621,0.0008406748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000900046,"about_ca_system_score_gemma":0.0003466616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003873725,"about_ca_topic_score_gemma":0.00001135366,"domain_scores_codex":[0.9978027,0.0006031703,0.0003139649,0.0002346719,0.0003622322,0.0006832024],"domain_scores_gemma":[0.9989122,0.0002667691,0.0001762904,0.0001867867,0.00009635671,0.0003615711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001801256,0.0007120751,0.9419873,0.00005270246,0.000008246833,7.01255e-7,0.004696034,2.952212e-7,0.001073391,0.0006796978,0.00424411,0.0465274],"study_design_scores_gemma":[0.0003401279,0.00003049629,0.8975868,0.0004214611,0.00004042066,0.0001401491,0.09718318,0.0002185801,0.000284158,0.00019531,0.003356913,0.0002023768],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9699361,0.002127088,0.000677007,0.0003337333,0.004776774,0.0006853406,0.000003014234,0.00007794413,0.02138302],"genre_scores_gemma":[0.9937351,0.0000302512,0.002682417,0.0003524658,0.001118872,0.000105661,0.00003855806,0.00003706527,0.001899572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09248715,"threshold_uncertainty_score":0.9999373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09668448859439854,"score_gpt":0.5251728210135461,"score_spread":0.4284883324191476,"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."}}