{"id":"W4414362017","doi":"10.1176/appi.neuropsych.20240033","title":"Influence of Preexisting Psychotic and Bipolar Disorders on the Outcomes of Acutely Hospitalized Patients With COVID-19","year":2025,"lang":"en","type":"article","venue":"Journal of Neuropsychiatry","topic":"Long-Term Effects of COVID-19","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Disease; Psychological intervention; Hospital admission; MEDLINE; Intensive care unit; Comorbidity","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":[0.0003405474,0.0001989535,0.0005300587,0.0002972678,0.00007788087,0.00001444813,0.0002728698,0.00005788517,0.000005712367],"category_scores_gemma":[0.002673427,0.0001109447,0.0001515995,0.0003639144,0.0002285326,0.0001225487,0.00004613813,0.0003721557,5.141415e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003407753,"about_ca_system_score_gemma":0.0003660134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002185032,"about_ca_topic_score_gemma":0.000006142277,"domain_scores_codex":[0.9983024,0.000161239,0.0006474001,0.0001789534,0.0005413036,0.0001687335],"domain_scores_gemma":[0.9971868,0.001158119,0.000890083,0.0003809194,0.0002071186,0.0001769382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001729825,0.0004512612,0.9948243,0.0006484268,0.0003181297,0.00001091522,0.0001939235,0.0003325848,0.0002613275,0.0003184631,0.0005064564,0.0004043686],"study_design_scores_gemma":[0.005167087,0.003007043,0.9895149,0.0005995502,0.0003519795,0.00001799492,0.00003760217,0.00001490881,0.00003678598,0.0007081055,0.0004553057,0.00008874519],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847485,0.0003713798,0.0001007562,0.01378255,0.000304516,0.0005395344,0.000009801636,0.00001153289,0.0001313605],"genre_scores_gemma":[0.9929285,0.0001364128,0.0005804421,0.006276242,0.00002686724,0.000002561175,7.308888e-7,0.0000207946,0.00002746695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00817991,"threshold_uncertainty_score":0.4524194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006988749121491248,"score_gpt":0.288203172448984,"score_spread":0.2812144233274927,"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."}}