{"id":"W3135332890","doi":"10.1097/acm.0000000000004035","title":"Learning in a Pandemic","year":2021,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Empathy and Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Enthusiasm; Pandemic; Competence (human resources); Coronavirus disease 2019 (COVID-19); Medical knowledge; Sentence; Psychology; Medical education; Medicine; Disease; Social psychology; Infectious disease (medical specialty)","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":[0.004296109,0.001398881,0.001317699,0.0009801291,0.003117057,0.005787005,0.002908659,0.01609997,0.01445372],"category_scores_gemma":[0.03560648,0.0005920386,0.00114461,0.000440254,0.002717606,0.004906422,0.002443913,0.02532464,0.005381154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002227919,"about_ca_system_score_gemma":0.004828688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001584063,"about_ca_topic_score_gemma":0.00344683,"domain_scores_codex":[0.9963213,0.001287838,0.0003634173,0.0006006125,0.0009362155,0.0004905633],"domain_scores_gemma":[0.9853036,0.006792952,0.0009329061,0.0003645661,0.00309168,0.003514236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00001703142,0.00001482122,0.0001110672,0.0001001066,0.000009418542,0.0003373509,0.0001001014,0.00002536737,0.0000318789,0.0005360932,0.9912777,0.007439103],"study_design_scores_gemma":[0.00004913575,0.00006836575,0.0007393852,0.0007723532,0.00003767975,0.001520831,0.0005376798,0.0002044086,0.0001442261,0.002451898,0.9934342,0.0000398778],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0003279026,0.006503894,0.0001843013,0.6140962,0.3769254,0.0000172394,0.00005848624,0.00005365117,0.00183291],"genre_scores_gemma":[0.004485041,0.009101285,0.0002537529,0.4908097,0.4867058,0.00003638091,0.0000486389,0.00005188474,0.008507466],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01609997,"threshold_uncertainty_score":0.04835248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04692001525306476,"score_gpt":0.3760262893241546,"score_spread":0.3291062740710898,"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."}}