{"id":"W4249372080","doi":"10.1111/medu.14164","title":"Strange days","year":2020,"lang":"en","type":"article","venue":"Medical Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Advancing Health Outcomes; University of British Columbia","funders":"","keywords":"Scholarship; Coronavirus disease 2019 (COVID-19); Medical education; Sociology; Pedagogy; Psychology; Political science; Medicine; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003695435,0.0008305775,0.0007830589,0.0007902895,0.01893595,0.01189986,0.001326241,0.005639558,0.05889205],"category_scores_gemma":[0.01857536,0.0004364788,0.000964304,0.0007683014,0.007730554,0.01038229,0.009129596,0.01680681,0.02181057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003217134,"about_ca_system_score_gemma":0.003258757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007032523,"about_ca_topic_score_gemma":0.01791083,"domain_scores_codex":[0.9961732,0.00158115,0.0001575301,0.0003685378,0.0009203132,0.0007992389],"domain_scores_gemma":[0.9910404,0.001519725,0.0004938316,0.0008175962,0.001893281,0.004235081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000564933,0.00002633396,0.0003518395,0.00005913721,0.00001402593,0.0007873397,0.007671682,0.00002939142,0.0002561237,0.04306135,0.9352635,0.01242282],"study_design_scores_gemma":[0.00000305841,0.000008153387,0.0001887437,0.00004361417,0.000001556322,0.0002695961,0.007353237,0.0000113764,0.00003221469,0.003962286,0.9881153,0.00001089109],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.007328254,0.009543141,0.002640291,0.5799848,0.1764854,0.00005481819,0.0004832106,0.0005210825,0.2229591],"genre_scores_gemma":[0.124219,0.00804626,0.00182212,0.3992867,0.04939558,0.0001123015,0.0004411159,0.001173884,0.4155031],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05889205,"threshold_uncertainty_score":0.1970135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01990492220572129,"score_gpt":0.3597308096151384,"score_spread":0.3398258874094172,"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."}}