{"id":"W4205527954","doi":"10.3389/fpsyt.2021.798554","title":"COVID-19-Related Mortality Risk in People With Severe Mental Illness: A Systematic and Critical Review","year":2022,"lang":"en","type":"article","venue":"Frontiers in Psychiatry","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"KU Leuven","keywords":"Schizophrenia (object-oriented programming); Medicine; Psychiatry; Bipolar disorder; Major depressive disorder; Mental illness; Observational study; Systematic review; Mood disorders; Depression (economics); Clinical psychology; MEDLINE; Mood; Mental health; Anxiety; Internal medicine","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":[0.01054045,0.001440243,0.007354093,0.01190146,0.0007680664,0.002733055,0.001769886,0.002080773,0.003246255],"category_scores_gemma":[0.0503094,0.001216902,0.008955801,0.009351154,0.001021383,0.002428618,0.001959874,0.001478998,0.0002242639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004730506,"about_ca_system_score_gemma":0.01539779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00955744,"about_ca_topic_score_gemma":0.02468373,"domain_scores_codex":[0.9916525,0.002547503,0.00353592,0.0005644478,0.001386157,0.0003134362],"domain_scores_gemma":[0.9593564,0.02862311,0.007637899,0.0004892737,0.003438069,0.0004553442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001391268,0.00001131554,0.001128339,0.9722747,0.007218037,0.0000805957,0.0001908007,0.00008020971,0.00007280881,0.0001461242,0.0009890306,0.01766891],"study_design_scores_gemma":[0.000152078,0.0001511831,0.004651203,0.9250677,0.05901591,0.0003464863,0.0002997976,0.00008842364,0.00009552117,0.0002727276,0.009820696,0.00003825753],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001016994,0.9976428,0.0001072457,0.0003178688,0.0001302266,0.0003408649,0.0003045792,0.000006438756,0.0001328899],"genre_scores_gemma":[0.0159395,0.9817579,0.0005457264,0.0005808349,0.0001285823,0.0007369372,0.0002379919,0.000004508391,0.00006807458],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01190146,"threshold_uncertainty_score":0.05574393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02175907446372674,"score_gpt":0.3631548128234641,"score_spread":0.3413957383597374,"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."}}