{"id":"W1796215902","doi":"10.1002/j.0022-0337.2012.76.10.tb05391.x","title":"Use of Virtual Patients in Dental Education: A Survey of U.S. and Canadian Dental Schools","year":2012,"lang":"en","type":"article","venue":"Journal of Dental Education","topic":"Dental Research and COVID-19","field":"Dentistry","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"American Dental Education Association","keywords":"Dental education; Medicine; Medical education; Dentistry; Family medicine; Psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001897465,0.000217029,0.0002948632,0.002038707,0.002764192,0.001660884,0.0008171324,0.0007035733,0.002487723],"category_scores_gemma":[0.00429208,0.0005088036,0.0003136236,0.00336959,0.001299694,0.0006622315,0.001419029,0.0008314205,0.0003565334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00997154,"about_ca_system_score_gemma":0.01830965,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8048011,"about_ca_topic_score_gemma":0.8986059,"domain_scores_codex":[0.9963296,0.0004691024,0.0002275192,0.0002212368,0.001862346,0.0008901843],"domain_scores_gemma":[0.991218,0.0006537497,0.002448714,0.0001380642,0.001941605,0.003599784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000424128,0.0001506386,0.9693439,0.0000836395,0.00001322147,0.0001170671,0.01205678,0.00005421199,0.0004376671,0.000115273,0.002251485,0.0153338],"study_design_scores_gemma":[0.000005344039,0.00008525441,0.9765589,0.00004836087,0.000006919501,0.0001026007,0.01955229,0.00008833089,0.0000766286,0.00001192565,0.003446847,0.0000165064],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965065,0.0002649961,0.00004449789,0.0009710163,0.000009113458,0.00003142229,0.0003383436,0.00000739292,0.001826553],"genre_scores_gemma":[0.9978933,0.0005880225,0.0001335319,0.0004567417,0.000006023072,0.0000176146,0.000198103,0.00000372307,0.0007028997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1951989,"threshold_uncertainty_score":0.3926969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0391625599509584,"score_gpt":0.3568454982163628,"score_spread":0.3176829382654044,"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."}}