{"id":"W3209307123","doi":"10.5339/avi.2021.6","title":"Physical and mental health aspects in COVID-19: Two sides of a coin","year":2021,"lang":"en","type":"article","venue":"Avicenna","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cégep de l'Outaouais","funders":"","keywords":"Publishing; Coronavirus disease 2019 (COVID-19); Mental health; Scientific publishing; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Peer review; World Wide Web; Internet privacy; Media studies; Library science; Sociology; Political science; Psychology; Computer science; Medicine; Virology; Law; Psychiatry","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":[],"consensus_categories":[],"category_scores_codex":[0.0002086119,0.0001018263,0.0002669273,0.00006419003,0.00006016984,0.000007748376,0.00006262081,0.00003386355,0.0002875364],"category_scores_gemma":[0.00003561483,0.0001049285,0.00003969723,0.0002245776,0.00007345637,0.00004740129,0.00006358633,0.000133419,0.00003786239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002929964,"about_ca_system_score_gemma":0.000766783,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01294046,"about_ca_topic_score_gemma":0.01207594,"domain_scores_codex":[0.9988572,0.0001854229,0.0002273463,0.0003059079,0.0001242541,0.0002998607],"domain_scores_gemma":[0.9992304,0.0001809893,0.00008118209,0.0002061749,0.00001283399,0.0002883467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.001611016,0.008764167,0.2996197,0.003382253,0.0002227458,0.001170114,0.2085095,0.00001277395,0.02408392,0.3228536,0.02983102,0.09993922],"study_design_scores_gemma":[0.0344844,0.003101785,0.6291245,0.0007591936,0.00005556736,0.0006148244,0.06747215,0.0005666961,0.005653331,0.02535019,0.2315092,0.001308131],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9737342,0.002038707,0.00002292508,0.01942511,0.0002492871,0.0002754899,0.00004788947,0.00002807277,0.004178314],"genre_scores_gemma":[0.9805441,0.000132406,0.00007081409,0.01895034,0.00005419916,0.00001348997,0.00003031267,0.00001145588,0.0001928485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3295048,"threshold_uncertainty_score":0.9936324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04980925168205744,"score_gpt":0.4487503237580466,"score_spread":0.3989410720759892,"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."}}