{"id":"W6908726777","doi":"10.3389/fpsyt.2022.871119.s001","title":"Table_1_COVID-19 Pandemic: The Impact of COVID-19 on Mental Health and Life Habits in the Canadian Population.DOCX","year":2022,"lang":"en","type":"dataset","venue":"Figshare","topic":"Corporate Taxation and Avoidance","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Depression (economics); Mental health; Suicidal ideation; Anxiety; Population; Distress; Quality of life (healthcare); Psychological distress","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003420369,0.0007087695,0.0009102407,0.003298072,0.001911069,0.001239156,0.00147389,0.0005652166,0.316434],"category_scores_gemma":[0.004903339,0.0004044104,0.001029623,0.006739749,0.0002767219,0.0009330839,0.0008825483,0.0009236552,0.02370865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006710398,"about_ca_system_score_gemma":0.01334708,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9239973,"about_ca_topic_score_gemma":0.9430276,"domain_scores_codex":[0.9996427,0.00002117264,0.00003053166,0.00003938367,0.0001491858,0.0001170175],"domain_scores_gemma":[0.994967,0.0006286202,0.0003301248,0.000108064,0.00339011,0.0005761017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00007793737,0.00004560503,0.02149402,0.001166163,0.0000316827,0.00006120228,0.0001436222,0.0001119513,0.00006244528,0.0002463969,0.9620093,0.01454981],"study_design_scores_gemma":[0.0003081924,0.00008572752,0.6319235,0.002432435,0.00009454005,0.0004265534,0.002267383,0.0004036112,0.000262075,0.0006600888,0.3610236,0.0001122732],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.002680311,0.0004393492,0.00006451548,0.0008237573,0.0002000998,0.0002187384,0.9856651,0.0001721757,0.009735951],"genre_scores_gemma":[0.04796538,0.003765323,0.002167284,0.002248575,0.0004885893,0.00113416,0.8931227,0.0004220277,0.04868592],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.316434,"threshold_uncertainty_score":0.9750239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09261025379663891,"score_gpt":0.3270658847293934,"score_spread":0.2344556309327545,"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."}}