{"id":"W6976319108","doi":"10.60692/15d3a-1qy68","title":"Age-Related Mental Health Consequences of COVID-19: A Global Perspective","year":2021,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Electric and Hybrid Vehicle Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Mental health; Anxiety; Coping (psychology); Depression (economics); Psychological distress; Distress; Mental distress; Pandemic","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":[0.0007825732,0.0002861652,0.0003170735,0.001504763,0.0007324849,0.001165768,0.0002527596,0.001088775,0.003190452],"category_scores_gemma":[0.002159408,0.0001466504,0.0005652453,0.001537965,0.0007672317,0.001794841,0.001412564,0.001471049,0.0001852575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009026388,"about_ca_system_score_gemma":0.001034184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01491216,"about_ca_topic_score_gemma":0.02507096,"domain_scores_codex":[0.9994892,0.0002148216,0.00003463232,0.00004741484,0.00005590842,0.0001579563],"domain_scores_gemma":[0.9984064,0.0002367607,0.0005231035,0.00003034047,0.0001916491,0.0006119007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000167817,0.0002410757,0.8669784,0.001263163,0.0003515217,0.001036932,0.005403554,0.0003066872,0.0003230065,0.002523592,0.02163232,0.09977201],"study_design_scores_gemma":[0.00001134082,0.000234591,0.9660774,0.001369467,0.0001172756,0.0008633584,0.01159687,0.0001329025,0.00005557273,0.0008457436,0.01867069,0.0000246935],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5762562,0.2324103,0.0004701908,0.1571359,0.002515741,0.0000689977,0.002984438,0.00003167189,0.02812665],"genre_scores_gemma":[0.9020357,0.0866021,0.0002350616,0.007879765,0.002181535,0.00003065809,0.0003997113,0.000005209358,0.0006303167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01491216,"threshold_uncertainty_score":0.02965075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02644553315479157,"score_gpt":0.2468082609504965,"score_spread":0.220362727795705,"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."}}