{"id":"W3158480813","doi":"10.2196/25506","title":"Remote Teaching in a Preclinical Phantom Course in Operative Dentistry During the COVID-19 Pandemic: Observational Case Study","year":2021,"lang":"en","type":"article","venue":"JMIR Medical Education","topic":"Dental Research and COVID-19","field":"Dentistry","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Georg-August-Universität Göttingen","keywords":"Curriculum; Distance education; Medical education; Summative assessment; Coronavirus disease 2019 (COVID-19); Psychology; Asynchronous learning; Teaching method; Medicine; Computer science; Mathematics education; Pedagogy; Formative assessment","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002685881,0.0001582111,0.0002346781,0.0001017993,0.0002773927,0.0001548416,0.000378053,0.0001901417,0.001449613],"category_scores_gemma":[0.02139905,0.000130304,0.00007185266,0.0005066116,0.0001390519,0.000257574,0.000254038,0.001390669,0.0000658171],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008149545,"about_ca_system_score_gemma":0.007272518,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004545804,"about_ca_topic_score_gemma":0.06195179,"domain_scores_codex":[0.9956881,0.001496939,0.0006573057,0.0005396747,0.001253224,0.0003647761],"domain_scores_gemma":[0.9971166,0.001659389,0.0001054195,0.0004025547,0.00008544166,0.0006306177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001549757,0.004011404,0.9553788,0.0001069763,0.00003600978,0.01836014,0.006973741,0.00001780337,0.00009822276,0.0002219289,0.003481674,0.01115837],"study_design_scores_gemma":[0.005018738,0.00008156919,0.9086664,0.0001883285,0.00002110727,0.01667092,0.06332731,0.001777176,0.00001168577,0.001080967,0.002888078,0.0002677637],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939358,0.0002982629,0.0001361763,0.003894243,0.0006717396,0.0008098101,0.00001291362,0.00003731773,0.0002037778],"genre_scores_gemma":[0.9927992,0.00002199001,0.00007850661,0.003752205,0.0003002175,0.0002719597,0.00008424883,0.00001621364,0.002675446],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05740599,"threshold_uncertainty_score":0.9994632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1586390191258561,"score_gpt":0.5486004652332719,"score_spread":0.3899614461074158,"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."}}