{"id":"W3090351335","doi":"10.1002/cncy.22364","title":"COVID‐19's multipronged attack on mental health","year":2020,"lang":"en","type":"article","venue":"Cancer Cytopathology","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Mental health; Quarter (Canadian coin); Stressor; Medicine; Distress; Coronavirus disease 2019 (COVID-19); Public health; Ethnic group; Gerontology; Psychiatry; Nursing; Political science; Clinical psychology; History; Disease","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":[0.005073397,0.001335858,0.0009665508,0.001995189,0.003751739,0.003011561,0.001798299,0.004716155,0.02328436],"category_scores_gemma":[0.01427789,0.0005703758,0.001305021,0.001338925,0.001103768,0.002215139,0.005158275,0.008927427,0.005554912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003794182,"about_ca_system_score_gemma":0.01709494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1147239,"about_ca_topic_score_gemma":0.1467295,"domain_scores_codex":[0.9949424,0.001051392,0.0004839957,0.000320684,0.002120861,0.001080611],"domain_scores_gemma":[0.9821774,0.002921131,0.001192746,0.000676809,0.004770951,0.008260947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005050206,0.00003880301,0.003188082,0.0001270147,0.00001855066,0.00009393198,0.00007787071,0.00001709407,0.00007851927,0.0004800688,0.978576,0.01725354],"study_design_scores_gemma":[0.000204047,0.0003484494,0.0662522,0.003168217,0.00005824307,0.0004880252,0.001309784,0.0003520569,0.0003531378,0.0009426986,0.9263703,0.0001528022],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.008343576,0.03452269,0.0009686336,0.6784228,0.09959912,0.001525602,0.02833297,0.000764012,0.1475205],"genre_scores_gemma":[0.06782615,0.06722818,0.005026127,0.659641,0.04841337,0.002790308,0.03744578,0.0004336012,0.1111955],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1147239,"threshold_uncertainty_score":0.2281123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.221306440402132,"score_gpt":0.4983419877366675,"score_spread":0.2770355473345355,"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."}}