{"id":"W3135979930","doi":"10.36834/cmej.70995","title":"Exploring the impact of the COVID-19 pandemic on medical learner wellness: a needs assessment for the development of learner wellness interventions","year":2021,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Cumming School of Medicine, University of Calgary","keywords":"Psychological intervention; Pandemic; Medical education; Thematic analysis; Bachelor; Psychology; Medicine; Coronavirus disease 2019 (COVID-19); Qualitative research; Nursing; Political science; Sociology; Disease","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.05022836,0.0005109736,0.001013322,0.002259761,0.004841332,0.004988327,0.002410894,0.002466713,0.004194901],"category_scores_gemma":[0.059691,0.0004236428,0.001376278,0.001514124,0.002434986,0.005733076,0.007677414,0.003865036,0.0004024994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00659039,"about_ca_system_score_gemma":0.03891765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002679952,"about_ca_topic_score_gemma":0.007860231,"domain_scores_codex":[0.9826433,0.01151571,0.0009326917,0.0003350833,0.002450624,0.002122678],"domain_scores_gemma":[0.9588901,0.02308265,0.003250285,0.0008474186,0.007020448,0.006909174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000364659,0.00616627,0.1832127,0.01375607,0.0002355417,0.001108679,0.2670835,0.001358763,0.00146928,0.008662292,0.01502265,0.5015596],"study_design_scores_gemma":[0.0001911498,0.00314668,0.1412818,0.02184954,0.0002304086,0.0005777941,0.7760421,0.002881074,0.001839333,0.008673766,0.0431122,0.0001741428],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8615372,0.00593467,0.007449507,0.09165737,0.0005159748,0.008676361,0.0005818118,0.0001635649,0.02348358],"genre_scores_gemma":[0.9498793,0.006111672,0.03119224,0.004218331,0.00006826803,0.007381581,0.0002184496,0.00001741904,0.0009127666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05022836,"threshold_uncertainty_score":0.2656361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2153297578021749,"score_gpt":0.4938973421051404,"score_spread":0.2785675843029655,"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."}}