{"id":"W3118281337","doi":"10.21203/rs.3.rs-65344/v1","title":"Online Art Therapy in Elementary Schools During COVID-19: Results from A Randomized Cluster Trial and Impact on Mental Health.","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Art Therapy and Mental Health","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Outaouais; Université de Montréal; Université de Sherbrooke; Centre Hospitalier Universitaire Sainte-Justine; Université du Québec à Montréal; Bishop's University","funders":"","keywords":"Mental health; Coronavirus disease 2019 (COVID-19); Randomized controlled trial; Cluster randomised controlled trial; Cluster (spacecraft); Psychology; Medicine; Psychiatry; Computer science; Internal medicine; Disease","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":[0.003605535,0.001252734,0.003243618,0.0007143612,0.001041591,0.001097535,0.001443721,0.002064733,0.007840399],"category_scores_gemma":[0.004672694,0.0007136152,0.002380855,0.0008192694,0.001454141,0.0009947626,0.0009933246,0.002264477,0.0006644299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001600701,"about_ca_system_score_gemma":0.003076828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004146921,"about_ca_topic_score_gemma":0.006727624,"domain_scores_codex":[0.9974766,0.001285513,0.0002236075,0.000418479,0.0002319021,0.000363886],"domain_scores_gemma":[0.9972535,0.0009633074,0.000455263,0.0003293738,0.0002101944,0.0007882986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8922563,0.07791336,0.001131154,0.001461636,0.001258465,0.00004212855,0.0001981358,0.0003367349,0.001600327,0.00009064013,0.0003952055,0.02331584],"study_design_scores_gemma":[0.8325602,0.1602706,0.005318226,0.0000969084,0.0006232323,0.00001239822,0.00009939914,0.000299044,0.0003346069,0.00009492876,0.0002707102,0.00001971342],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9626984,0.001463793,0.0007328751,0.0002453336,0.0003042982,0.03282683,0.0006882555,0.0001079692,0.0009322719],"genre_scores_gemma":[0.9435939,0.001375798,0.004323046,0.0003492361,0.0002528313,0.04785756,0.0005474532,0.00002296132,0.001677156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007840399,"threshold_uncertainty_score":0.02622873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1623266127970299,"score_gpt":0.4591975285724544,"score_spread":0.2968709157754246,"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."}}