{"id":"W4392746715","doi":"10.1155/2024/5294893","title":"The Mental Health Toll: Medical Trainees Living with Disabilities during the COVID‐19 Pandemic","year":2024,"lang":"en","type":"article","venue":"Health & Social Care in the Community","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Toll; Coronavirus disease 2019 (COVID-19); Pandemic; Mental health; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Psychology; Psychiatry; Virology; Immunology; Outbreak","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":[0.001189291,0.0002630366,0.0002246531,0.0005072015,0.003002748,0.001600723,0.0004467813,0.000938137,0.003648964],"category_scores_gemma":[0.005899458,0.0002026383,0.0005154246,0.0003939671,0.001477901,0.0014214,0.003748625,0.002008359,0.0001985913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001156727,"about_ca_system_score_gemma":0.002256704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007492153,"about_ca_topic_score_gemma":0.01688943,"domain_scores_codex":[0.9983212,0.0006322311,0.00006577903,0.00006667346,0.0001811842,0.0007328534],"domain_scores_gemma":[0.9963374,0.0003948979,0.0011231,0.00007166732,0.0002266126,0.001846275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002819124,0.0003593567,0.8777552,0.0004633621,0.0002127777,0.004803581,0.04962164,0.0002157458,0.001204893,0.0009712282,0.01163107,0.05247924],"study_design_scores_gemma":[0.0000239656,0.0005057188,0.7540973,0.0008304113,0.00009162212,0.003924667,0.2303705,0.000197976,0.0001932542,0.0007540818,0.008937295,0.00007319116],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868912,0.00110652,0.00009133083,0.008470709,0.0002084899,0.00002192214,0.0000879252,0.000004795732,0.003116992],"genre_scores_gemma":[0.9975163,0.0008156764,0.00007771249,0.001110716,0.0001126611,0.00001468404,0.000036338,0.000001490429,0.0003145643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007492153,"threshold_uncertainty_score":0.01489711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1365762474071188,"score_gpt":0.4948342257849638,"score_spread":0.358257978377845,"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."}}