{"id":"W3036243704","doi":"","title":"Medical education during COVID-19: Lessons from a pandemic","year":2020,"lang":"en","type":"article","venue":"British Columbia medical journal","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Betacoronavirus; History; Geography; Medicine; Outbreak; Infectious disease (medical specialty); Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01003655,0.0005952927,0.0006127213,0.001297881,0.01395121,0.01112378,0.002182656,0.0129134,0.01814687],"category_scores_gemma":[0.02508745,0.0005012837,0.0008941785,0.001432698,0.007235082,0.005081575,0.008917892,0.02307473,0.001436937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0455154,"about_ca_system_score_gemma":0.1023975,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6151253,"about_ca_topic_score_gemma":0.7964126,"domain_scores_codex":[0.9911533,0.002090319,0.0002095186,0.000246636,0.001730695,0.004569508],"domain_scores_gemma":[0.9656853,0.005111708,0.0009206818,0.0004971034,0.004922698,0.02286245],"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":[0.0003226469,0.0009626006,0.02299543,0.0008195343,0.00008332943,0.003362632,0.02836499,0.000651271,0.0003512595,0.01971457,0.7686345,0.1537373],"study_design_scores_gemma":[0.0003074507,0.0003766613,0.1016474,0.006633957,0.00007809007,0.0006664175,0.1595036,0.0004221135,0.0003272493,0.01681884,0.712997,0.0002212488],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01824003,0.006165902,0.0001105489,0.9412516,0.00417627,0.00003420137,0.0001863061,0.00003444986,0.02980077],"genre_scores_gemma":[0.5201963,0.02787727,0.0009432581,0.4165423,0.006330679,0.000130387,0.0003887647,0.000112183,0.02747889],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.6151253,"threshold_uncertainty_score":0.7742826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05785209469619411,"score_gpt":0.3951648573144707,"score_spread":0.3373127626182765,"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."}}