{"id":"W3085995998","doi":"10.5858/arpa.2020-0467-sa","title":"Transition From a Standard to a Hybrid On-Site and Remote Anatomic Pathology Training Model During the Coronavirus Disease 2019 (COVID-19) Pandemic","year":2020,"lang":"en","type":"article","venue":"Archives of Pathology & Laboratory Medicine","topic":"Anatomy and Medical Technology","field":"Engineering","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Medicine; Social distance; Curriculum; Context (archaeology); Medical education; Personal protective equipment; Coronavirus disease 2019 (COVID-19); Disease; Pathology; Psychology; Infectious disease (medical specialty)","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":[0.008967151,0.0003480195,0.0001861975,0.0003991534,0.003040021,0.002834865,0.002645801,0.002161453,0.005407782],"category_scores_gemma":[0.008425334,0.0004683263,0.0005456887,0.0002853356,0.002138965,0.002373072,0.007534366,0.002270327,0.001007595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004472573,"about_ca_system_score_gemma":0.009906511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007492319,"about_ca_topic_score_gemma":0.02808,"domain_scores_codex":[0.9951227,0.00200273,0.0001663584,0.0003739314,0.0006846566,0.001649737],"domain_scores_gemma":[0.9907012,0.0006524951,0.0007378843,0.0004953817,0.0007777269,0.006635344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001796677,0.01791991,0.302673,0.001153276,0.0001759071,0.005633409,0.06273951,0.006201196,0.02327389,0.009442484,0.08202217,0.4869685],"study_design_scores_gemma":[0.001018935,0.02026211,0.6492679,0.000934642,0.00008894299,0.00524518,0.1544549,0.01122915,0.00558141,0.004885647,0.1466303,0.0004008965],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.957516,0.0001478296,0.005339331,0.02377587,0.0004441763,0.0009255791,0.0001128421,0.0002584866,0.01148004],"genre_scores_gemma":[0.9756443,0.0001910634,0.01182914,0.007437235,0.0001558855,0.000840426,0.0001183469,0.00003529238,0.003748267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008967151,"threshold_uncertainty_score":0.04742336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.030428861018392,"score_gpt":0.286696067851241,"score_spread":0.256267206832849,"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."}}