{"id":"W4221165462","doi":"","title":"The therapeutic value of creative art-making during the covid-19 pandemic","year":2022,"lang":"en","type":"article","venue":"DergiPark (Istanbul University)","topic":"Art Therapy and Mental Health","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Value (mathematics); Virology; Medicine; Computer science; Disease; Infectious disease (medical specialty); Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00037832,0.0001162679,0.0001321125,0.00008539721,0.00495688,0.00003775984,0.0004334764,0.00001715809,0.001550972],"category_scores_gemma":[0.00001224338,0.000081211,0.0001034972,0.0001253328,0.000486191,0.0001056333,0.0001721606,0.0002424087,0.000009925671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004896306,"about_ca_system_score_gemma":0.000165505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002224926,"about_ca_topic_score_gemma":0.001280564,"domain_scores_codex":[0.9987769,0.0004040551,0.000156533,0.0001709876,0.000237939,0.0002536091],"domain_scores_gemma":[0.9990641,0.0004154716,0.0001731469,0.0002513083,0.00003411653,0.00006181673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007051995,0.00007342608,0.001254414,0.00004042123,0.0001428341,0.00003195493,0.08566795,0.0005909225,0.00008604141,0.9093802,0.001568331,0.0004583119],"study_design_scores_gemma":[0.000427552,0.00009677657,0.000224958,0.000005854517,0.00002920433,0.00001283282,0.1099265,0.00004614046,0.00001462402,0.002274205,0.8868464,0.00009493571],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7531177,0.001134076,0.0002276533,0.002711852,0.0005905589,0.0007119845,0.0001430725,0.0001523264,0.2412108],"genre_scores_gemma":[0.9431635,0.0001819421,0.0000038284,0.000971671,0.0000618289,0.000004413555,0.000005728026,0.00001177259,0.05559538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.907106,"threshold_uncertainty_score":0.9993618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04964334829540214,"score_gpt":0.2637986215967421,"score_spread":0.21415527330134,"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."}}