{"id":"W3200339366","doi":"10.1186/s12909-021-02909-z","title":"Online learning during COVID-19 produced equivalent or better student course performance as compared with pre-pandemic: empirical evidence from a school-wide comparative study","year":2021,"lang":"en","type":"article","venue":"BMC Medical Education","topic":"Dental Research and COVID-19","field":"Dentistry","cited_by":202,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Pandemic; Medical education; Coronavirus disease 2019 (COVID-19); Psychology; Online learning; Mathematics education; Medicine; Computer science; Multimedia; Geography","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":[0.006843123,0.0004015894,0.0006843259,0.001223751,0.001119352,0.001708566,0.001011231,0.001030211,0.004813116],"category_scores_gemma":[0.01748736,0.0003192587,0.000673581,0.001120367,0.001034592,0.00158512,0.001342804,0.0009410515,0.0008320406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00107628,"about_ca_system_score_gemma":0.001592653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003386,"about_ca_topic_score_gemma":0.00551615,"domain_scores_codex":[0.9962346,0.00139582,0.0002939127,0.0005553117,0.0009636816,0.0005565804],"domain_scores_gemma":[0.9818292,0.0080713,0.003691202,0.001277432,0.001861554,0.003269319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004541875,0.03525055,0.7811126,0.001171745,0.0005661814,0.0004007552,0.01708493,0.0002909141,0.002455704,0.0003178204,0.001359467,0.1554474],"study_design_scores_gemma":[0.0002420641,0.01184142,0.9763845,0.0001584979,0.0001360228,0.0001266008,0.00784713,0.0001821979,0.001150558,0.00005724211,0.001844938,0.00002884497],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989599,0.0001887668,0.00004675689,0.00003219271,0.000009407794,0.00004908162,0.00004828433,0.000003723693,0.0006618238],"genre_scores_gemma":[0.9991379,0.0002530002,0.000131099,0.0000453803,0.00001172518,0.00006742,0.00006345445,0.000003625889,0.0002863961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006843123,"threshold_uncertainty_score":0.03619033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1867048441244817,"score_gpt":0.5058922725795635,"score_spread":0.3191874284550819,"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."}}