{"id":"W4200391580","doi":"10.3390/ejihpe11040118","title":"COVID-19 Limitations on Doodling as a Measure of Burnout","year":2021,"lang":"en","type":"article","venue":"European Journal of Investigation in Health Psychology and Education","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"University of Toronto","keywords":"Burnout; Mindfulness; Psychology; Anxiety; Coronavirus disease 2019 (COVID-19); Social distance; Clinical psychology; Depression (economics); Mental health; Social psychology; Psychiatry; Medicine; Disease","routes":{"ca_aff":true,"ca_fund":true,"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":[0.03306258,0.0005515706,0.0009446317,0.002030086,0.002306661,0.002277493,0.002055449,0.001233,0.004869529],"category_scores_gemma":[0.06418952,0.0005156519,0.001249562,0.002018624,0.001769085,0.001304761,0.004649596,0.00230782,0.001292911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002296642,"about_ca_system_score_gemma":0.003305615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007258186,"about_ca_topic_score_gemma":0.01601072,"domain_scores_codex":[0.958533,0.01530324,0.009371374,0.001934105,0.01298636,0.001871914],"domain_scores_gemma":[0.8998028,0.04338232,0.01415521,0.009114466,0.02893704,0.004608131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002108826,0.001834354,0.4991132,0.00784985,0.0004690633,0.0006371651,0.03006406,0.00092395,0.01659946,0.02176425,0.09946544,0.3191704],"study_design_scores_gemma":[0.00009448679,0.001554461,0.7628066,0.003316452,0.0001437152,0.001010351,0.008913694,0.000961703,0.004353401,0.005258581,0.2114057,0.0001808355],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5935846,0.009997056,0.04764919,0.01154513,0.004556495,0.01730409,0.02227457,0.0004083284,0.2926805],"genre_scores_gemma":[0.8391641,0.004178722,0.06644938,0.005664076,0.0007798261,0.03872232,0.01894363,0.0003410676,0.02575685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03306258,"threshold_uncertainty_score":0.1748538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2253720992887216,"score_gpt":0.479695061680139,"score_spread":0.2543229623914174,"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."}}