{"id":"W4386256990","doi":"10.3138/jvme-2023-0004","title":"Student and Clinical Educator Perceptions of the Impacts of COVID-19 on Final-Year Veterinary Clinical Training in a Distributed Learning Model","year":2023,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Calgary General Hospital; University of Calgary","funders":"","keywords":"Thematic analysis; Mental health; Medical education; Social distance; Perception; Psychology; Medicine; Pandemic; Veterinary medicine; Coronavirus disease 2019 (COVID-19); Qualitative research; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.008179523,0.0002698847,0.0002998858,0.0006536205,0.001806775,0.003392501,0.0008551963,0.00104038,0.004938208],"category_scores_gemma":[0.02068907,0.000349418,0.0005076854,0.0004360118,0.001213842,0.001268049,0.003851337,0.001832144,0.0005751388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002804402,"about_ca_system_score_gemma":0.003243191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004372204,"about_ca_topic_score_gemma":0.008926659,"domain_scores_codex":[0.9930208,0.003060988,0.0003920127,0.0003670291,0.001589818,0.001569243],"domain_scores_gemma":[0.9755544,0.006703991,0.004137246,0.0004524769,0.003214917,0.009937063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0008889845,0.005417814,0.7403304,0.0002883022,0.00006738187,0.001208521,0.1764474,0.0007962769,0.005794465,0.0004535661,0.003208192,0.06509869],"study_design_scores_gemma":[0.000104867,0.007487544,0.5910085,0.0002543815,0.00004594331,0.0005338259,0.3887771,0.001702211,0.00193108,0.0002024033,0.00784939,0.0001028332],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986576,0.0000270355,0.00008507961,0.00031818,0.000009079183,0.00002083771,0.00001169697,0.000003984102,0.0008665645],"genre_scores_gemma":[0.9989333,0.00007354734,0.0001773304,0.0001604032,0.000009256854,0.00003556602,0.00001899524,0.000002408778,0.0005890533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008179523,"threshold_uncertainty_score":0.04325801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6350366253743958,"score_gpt":0.6540969056302091,"score_spread":0.0190602802558133,"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."}}