{"id":"W3213341933","doi":"10.1002/ase.2152","title":"An analysis of anatomy education before and during Covid‐19: August–December 2020","year":2021,"lang":"en","type":"article","venue":"Anatomical Sciences Education","topic":"Anatomy and Medical Technology","field":"Engineering","cited_by":91,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; University of Toronto","funders":"","keywords":"Gross anatomy; Coronavirus disease 2019 (COVID-19); Dissection (medical); Cadaver; Medicine; Pandemic; Anatomy; Medical education; Internal medicine; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001793934,0.00009517952,0.0001934666,0.0002925582,0.0001266857,0.00002983482,0.000175513,0.0001225259,0.0003460549],"category_scores_gemma":[0.0001805748,0.000090998,0.00005070059,0.001918398,0.0003089474,0.0002340762,0.00002962704,0.0001173904,0.000003180818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001055526,"about_ca_system_score_gemma":0.0007303773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00016954,"about_ca_topic_score_gemma":0.0005090407,"domain_scores_codex":[0.9990758,0.00003460655,0.0002231527,0.0002941979,0.000183083,0.0001891634],"domain_scores_gemma":[0.9993632,0.00003661521,0.00004529332,0.0001850264,0.00006962055,0.0003002749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001349821,0.0009681,0.4242399,0.0003168065,0.0004710757,0.000008468464,0.002383291,0.00229749,0.007873537,0.1734134,0.00423021,0.3837842],"study_design_scores_gemma":[0.0006132348,0.0001626044,0.7194837,0.0001019944,0.001088107,0.0001202112,0.01885546,0.15659,0.0244873,0.03387341,0.04367996,0.0009440746],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953056,0.001219219,0.0003477868,0.0009483543,0.0002492439,0.00006603335,0.000004031914,0.00009693206,0.001762813],"genre_scores_gemma":[0.998113,0.0003718357,0.001080339,0.0002387186,0.00005716578,0.00001611385,0.00004446362,0.000005873564,0.00007243051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3828401,"threshold_uncertainty_score":0.3789059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005530882608082105,"score_gpt":0.2974204811068073,"score_spread":0.2918895984987252,"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."}}