{"id":"W3041550942","doi":"10.1002/jdd.12302","title":"COVID‐19 pandemic: Students’ perspectives on dental geriatric care and education","year":2020,"lang":"en","type":"article","venue":"Journal of Dental Education","topic":"Dental Research and COVID-19","field":"Dentistry","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Preparedness; Pandemic; Geriatrics; Medical education; Coronavirus disease 2019 (COVID-19); Thematic analysis; Psychology; Medicine; Family medicine; Sociology; Qualitative research; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002296778,0.0001724252,0.000216959,0.0002856634,0.0001767698,0.0002875091,0.0003914398,0.00008692073,0.0007006655],"category_scores_gemma":[0.001315798,0.0001607586,0.0001499601,0.000331876,0.00007215889,0.0004480278,0.0001049741,0.0003971155,0.0002298178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001360909,"about_ca_system_score_gemma":0.002556713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001399605,"about_ca_topic_score_gemma":0.00005001715,"domain_scores_codex":[0.9980029,0.0001318581,0.0004101453,0.0002838771,0.0009652244,0.0002059634],"domain_scores_gemma":[0.9980361,0.0001086441,0.0003645139,0.000136966,0.0002345746,0.001119133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.001018255,0.001505847,0.9049252,0.000282131,0.0001163598,0.00006615335,0.01644241,0.000009751559,0.002525719,0.0006152795,0.04116122,0.03133171],"study_design_scores_gemma":[0.003334301,0.00157453,0.3608504,0.0001256354,0.0001683316,0.003048155,0.6106926,0.00000922673,0.0004220154,0.0007247645,0.01861877,0.0004313108],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883373,0.007583055,0.0000674679,0.0003823319,0.001494975,0.0002898028,0.00001825045,0.00002186418,0.001805003],"genre_scores_gemma":[0.9949493,0.000634434,0.0001544282,0.001951377,0.0009553538,0.00001451511,0.00002675947,0.00002238326,0.001291488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5942502,"threshold_uncertainty_score":0.7671796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03301095122410529,"score_gpt":0.4089655993035388,"score_spread":0.3759546480794335,"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."}}