{"id":"W4400908686","doi":"10.3390/dj12080231","title":"Perception of Virtual Education Learning among Dental Residents and Faculty during the COVID-19 Pandemic: A Cross-Sectional Study","year":2024,"lang":"en","type":"article","venue":"Dentistry Journal","topic":"Dental Research and COVID-19","field":"Dentistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Cross-sectional study; Coronavirus disease 2019 (COVID-19); Perception; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Psychology; Medical education; Virology; Disease; 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":[0.001810221,0.000166571,0.0002700955,0.0006900991,0.0008140621,0.0008924328,0.0003049158,0.000520488,0.002357269],"category_scores_gemma":[0.003804728,0.0003697535,0.000403692,0.0005464358,0.0004578793,0.0008736582,0.001020911,0.0007744451,0.0003388588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004055371,"about_ca_system_score_gemma":0.0006022223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003612804,"about_ca_topic_score_gemma":0.005057128,"domain_scores_codex":[0.9991639,0.0002330301,0.00007487216,0.00008746984,0.0002287056,0.0002120711],"domain_scores_gemma":[0.9972894,0.0005007452,0.001017401,0.0000877982,0.0003644754,0.0007401134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005269958,0.0004461954,0.9908918,0.00003736739,0.0000206472,0.00006151165,0.004646621,0.00001947383,0.0002581009,0.00002071696,0.0001623125,0.00338264],"study_design_scores_gemma":[0.000004941625,0.0005298118,0.9808389,0.00003242313,0.00001335657,0.0001826195,0.01773692,0.00008903238,0.00008987387,0.00001561451,0.0004569903,0.000009554153],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999647,0.00005260399,0.00002462463,0.00003732238,0.000002979951,0.00001003043,0.00003852152,6.51899e-7,0.0001862611],"genre_scores_gemma":[0.9995803,0.00009160677,0.0000581652,0.00005069491,0.000006116826,0.00001667296,0.00004439893,7.184718e-7,0.0001513778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003612804,"threshold_uncertainty_score":0.00957346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06054988400049648,"score_gpt":0.4297761334703168,"score_spread":0.3692262494698203,"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."}}