{"id":"W3206003967","doi":"10.2196/30653","title":"Mixed Reality and Haptic–Based Dental Simulator for Tooth Preparation: Research, Development, and Preliminary Evaluation","year":2021,"lang":"en","type":"article","venue":"JMIR Serious Games","topic":"Dental Research and COVID-19","field":"Dentistry","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Peking University","keywords":"Virtual reality; Haptic technology; Simulation; Dental education; Computer science; Dentistry; Medicine; Human–computer interaction","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.003195405,0.0004470271,0.0003198143,0.0004373277,0.0001473157,0.0003421662,0.0007178478,0.0004540664,0.002044827],"category_scores_gemma":[0.003683899,0.0002747526,0.0005403746,0.000186622,0.0004054839,0.0005290898,0.0006936844,0.0003422357,0.000345792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000173511,"about_ca_system_score_gemma":0.0006909431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003404198,"about_ca_topic_score_gemma":0.0004988384,"domain_scores_codex":[0.9987811,0.0005685965,0.0001046532,0.00007644653,0.0003842938,0.00008487042],"domain_scores_gemma":[0.998121,0.0008360415,0.0001535369,0.0001380069,0.0005310611,0.0002204533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.008571796,0.02470778,0.1187509,0.004322325,0.0005014898,0.001731617,0.00523917,0.008353176,0.364781,0.0009479747,0.00119881,0.460894],"study_design_scores_gemma":[0.003536793,0.3787324,0.3237122,0.0007327029,0.001150222,0.009360719,0.003797861,0.04658921,0.2050595,0.0005340329,0.02645101,0.0003434606],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885239,0.0004549942,0.009761786,0.00005219502,0.00001721482,0.0005494517,0.00006160978,0.00004359008,0.0005352621],"genre_scores_gemma":[0.9455373,0.001316461,0.05102783,0.00008805259,0.00003190288,0.0008068048,0.0002663384,0.00001862622,0.0009067003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003195405,"threshold_uncertainty_score":0.01689911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1295594600495311,"score_gpt":0.4505091766753879,"score_spread":0.3209497166258568,"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."}}