{"id":"W3163388921","doi":"10.31234/osf.io/x5upn","title":"Rock ’n’ Roll but not Sex or Drugs: Music is negatively correlated to depressive symptoms during the COVID-19 pandemic via reward-related mechanisms","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Neuroscience and Music Perception","field":"Neuroscience","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; International Laboratory for Brain, Music and Sound Research; Montreal Neurological Institute and Hospital","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Mental health; Psychology; Depression (economics); Pandemic; Psychological distress; Distress; Depressive symptoms; Anxiety; Clinical psychology; Psychiatry; Medicine","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":[0.0003801273,0.0002085951,0.0002639923,0.0003748517,0.0002976269,0.000956947,0.0002445914,0.0006170086,0.005621321],"category_scores_gemma":[0.003193758,0.000121631,0.0003373766,0.0003587647,0.0002657839,0.0002896573,0.0004636671,0.0005143145,0.0005330226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001905519,"about_ca_system_score_gemma":0.0002522887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005515313,"about_ca_topic_score_gemma":0.007770934,"domain_scores_codex":[0.9997676,0.00006563103,0.0000196133,0.00005530277,0.00003954419,0.0000521814],"domain_scores_gemma":[0.9988175,0.0002202913,0.0005191172,0.00007198143,0.0001004201,0.0002706489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001054451,0.0001858803,0.977922,0.00010404,0.0002875566,0.0002020302,0.0004270837,0.00006121844,0.001750328,0.00008536811,0.001232102,0.01668786],"study_design_scores_gemma":[0.000007077462,0.0000467638,0.9991875,0.00001997106,0.00002264805,0.00008190609,0.0001769992,0.00005256432,0.00004400058,0.00005391085,0.0003033563,0.000003277825],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938992,0.001367808,0.000127181,0.0008439501,0.0001006458,0.0000113216,0.0006177495,0.000007330967,0.003024811],"genre_scores_gemma":[0.9974605,0.0005154989,0.0001814542,0.0001969216,0.00008854039,0.00001057895,0.000414957,0.000005609626,0.001125837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005621321,"threshold_uncertainty_score":0.01880515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07375756540422974,"score_gpt":0.3052451615112654,"score_spread":0.2314875961070357,"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."}}