{"id":"W3028223264","doi":"10.1111/medu.14250","title":"Faculty development in the COVID‐19 pandemic: So close ‐ yet so far","year":2020,"lang":"en","type":"article","venue":"Medical Education","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stornoway Diamond (Canada)","funders":"","keywords":"Citation; Library science; Coronavirus disease 2019 (COVID-19); Pandemic; History; Sociology; Medicine; Computer science","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":[0.01031852,0.000453297,0.0005720736,0.0007602109,0.02187542,0.01434724,0.001863006,0.006305619,0.01974442],"category_scores_gemma":[0.02552146,0.000436486,0.0004499871,0.001095525,0.01575894,0.01602931,0.02492842,0.01136329,0.002585759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006108296,"about_ca_system_score_gemma":0.02243032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003453645,"about_ca_topic_score_gemma":0.008476851,"domain_scores_codex":[0.989246,0.005808562,0.000253652,0.0008668567,0.001484216,0.002340673],"domain_scores_gemma":[0.9709052,0.004663516,0.001288274,0.001584827,0.00216072,0.01939742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003154158,0.002196472,0.01805555,0.001181525,0.00009468207,0.001078895,0.1225638,0.0004527731,0.001368594,0.08717544,0.1715864,0.5939304],"study_design_scores_gemma":[0.0001165417,0.0008787581,0.01496748,0.003004326,0.0000424615,0.0007562968,0.2524431,0.0003391571,0.001004826,0.07879139,0.6475089,0.0001467541],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1425531,0.02415211,0.00537709,0.7440326,0.01450595,0.0002103588,0.0001164877,0.000282469,0.0687698],"genre_scores_gemma":[0.8593478,0.0146479,0.005607849,0.09672345,0.004064045,0.0002200305,0.0001367056,0.0001503451,0.01910184],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02187542,"threshold_uncertainty_score":0.06605166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06987084208716997,"score_gpt":0.3537654009863833,"score_spread":0.2838945588992133,"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."}}