{"id":"W1945471947","doi":"10.1002/j.0022-0337.2002.66.4.tb03535.x","title":"Quality Assurance and Risk Management: A Survey of Dental Schools and Recommendations for Integrated Program Management","year":2002,"lang":"en","type":"article","venue":"Journal of Dental Education","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quality assurance; Quality management; Risk management; Quality (philosophy); Medical education; Business; Process management; Medicine; Operations management; Management system; Engineering; Marketing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002435768,0.00008904422,0.0002294878,0.00013428,0.0002011264,0.00002353775,0.00009376586,0.00006637652,0.000357564],"category_scores_gemma":[0.001159594,0.00007398142,0.00004038673,0.0001996457,0.00004738789,0.0003235675,0.00004092793,0.0003533788,0.00001013677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009393833,"about_ca_system_score_gemma":0.00005604521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006725791,"about_ca_topic_score_gemma":0.0004836035,"domain_scores_codex":[0.9979596,0.0007471671,0.0007950203,0.0001323115,0.0002156818,0.0001502674],"domain_scores_gemma":[0.9978364,0.0006793626,0.0009230193,0.0001201201,0.000302999,0.0001381294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001640632,0.001157172,0.6975385,0.0008618616,0.0001639004,6.217971e-7,0.001178453,2.108938e-7,0.00000823501,0.0006953806,0.03665823,0.2615734],"study_design_scores_gemma":[0.001346157,0.000247947,0.8912395,0.0006224773,0.0001578868,0.000007996538,0.04525798,0.00007265417,0.000008860961,0.0004638971,0.06048292,0.00009175274],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921574,0.0007415622,0.0004007721,0.002811597,0.0009278985,0.001280807,0.00005682696,0.00001052385,0.001612634],"genre_scores_gemma":[0.9738992,0.004252028,0.01998318,0.0001694005,0.00009912613,0.0001117066,0.00003981855,0.000009242315,0.001436232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2614816,"threshold_uncertainty_score":0.3915075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09713677715010435,"score_gpt":0.4961051591817866,"score_spread":0.3989683820316823,"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."}}