{"id":"W3135352759","doi":"10.17605/osf.io/pyuav","title":"Adult mental health during the covid-19 pandemic – Results from the CORONA HEALTH App Study","year":2020,"lang":"en","type":"article","venue":"OSF Preprints (OSF Preprints)","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Mental health; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Corona (planetary geology); Virology; Psychology; Medicine; Psychiatry; Infectious disease (medical specialty); Disease; Physics; Outbreak","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001357691,0.0003269472,0.0005699875,0.001085697,0.0006935562,0.0008948909,0.0005193432,0.0007845979,0.001667374],"category_scores_gemma":[0.002086603,0.0004378969,0.00138484,0.001666332,0.0002358246,0.001034699,0.001421242,0.001480749,0.0006916641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006212391,"about_ca_system_score_gemma":0.0006782959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01674437,"about_ca_topic_score_gemma":0.02646636,"domain_scores_codex":[0.9992037,0.0002090183,0.0001284547,0.0001272178,0.0001572328,0.0001744188],"domain_scores_gemma":[0.9990439,0.00009816695,0.0002638926,0.00005864836,0.0002534038,0.0002819363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005116867,0.0003437377,0.9913769,0.0002162087,0.0003051195,0.0002046578,0.001019271,0.00004169223,0.00009137076,0.00005494601,0.002411017,0.003423268],"study_design_scores_gemma":[0.00002270074,0.0001714822,0.9980053,0.000058248,0.00007255893,0.00008247897,0.00102924,0.00003302305,0.000007512442,0.00001553879,0.0004955303,0.00000636495],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9850802,0.00138843,0.00007905722,0.0004091402,0.00005863973,0.0003064086,0.01095076,0.000005418793,0.001722],"genre_scores_gemma":[0.9791645,0.001823251,0.0002620867,0.0004956802,0.0001511916,0.0006207171,0.01630394,0.00001261444,0.001166104],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01674437,"threshold_uncertainty_score":0.03329384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07949868726923838,"score_gpt":0.3940525242870679,"score_spread":0.3145538370178295,"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."}}