{"id":"W3108183972","doi":"10.3390/app10228269","title":"Effectiveness of Using a Patient Simulator with Real-Time Feedback to Improve Light-Curing Skills of Dental Students","year":2020,"lang":"en","type":"article","venue":"Applied Sciences","topic":"Dental Research and COVID-19","field":"Dentistry","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wilcoxon signed-rank test; Simulation; Medicine; Computer science; Physical therapy; Mann–Whitney U test; Internal medicine","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":[0.001354656,0.000590704,0.0006073111,0.0003321961,0.0001380117,0.0002916127,0.0005644407,0.000465012,0.002653927],"category_scores_gemma":[0.003858251,0.0001887296,0.0004899388,0.0001131174,0.0001902778,0.0002895023,0.000683013,0.0004132466,0.0003739719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000113971,"about_ca_system_score_gemma":0.0005679487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002550988,"about_ca_topic_score_gemma":0.0003682035,"domain_scores_codex":[0.9992443,0.00033385,0.00005217926,0.00009796964,0.000190193,0.00008146218],"domain_scores_gemma":[0.9981251,0.0006972582,0.0002966021,0.0001629519,0.0001763346,0.000541674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.02111585,0.1088815,0.05418027,0.001644354,0.0003202333,0.0004799078,0.002546904,0.004118199,0.163589,0.0001505305,0.001048859,0.6419244],"study_design_scores_gemma":[0.00362136,0.5465933,0.3157388,0.0003840537,0.0009519759,0.002019932,0.002070185,0.0134567,0.1029933,0.0002247281,0.01170799,0.0002376067],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998833,0.0001042384,0.0006327721,0.00002796759,0.00001582258,0.0000724497,0.0000136752,0.00002609192,0.00027399],"genre_scores_gemma":[0.991536,0.0003858173,0.006760078,0.00006710763,0.00003791317,0.0001459998,0.00009434684,0.000006677352,0.0009659278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002653927,"threshold_uncertainty_score":0.008878291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0144579602968102,"score_gpt":0.3209878387588397,"score_spread":0.3065298784620295,"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."}}