{"id":"W4411529782","doi":"10.5501/wjv.v14.i2.102674","title":"COVID-19 management in patients with comorbid conditions","year":2025,"lang":"en","type":"review","venue":"World Journal of Virology","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lloydminster Hospital","funders":"","keywords":"Medicine; Intensive care medicine; Disease; ARDS; Pandemic; Immunology; Internal medicine; Lung; Coronavirus disease 2019 (COVID-19); Infectious disease (medical specialty)","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":[0.0008859394,0.0002872061,0.002525064,0.001988599,0.00006894395,0.000008797676,0.0003338785,0.0001379157,0.0004976304],"category_scores_gemma":[0.006971987,0.0001866086,0.0004288984,0.0009367216,0.0003248318,0.00003499456,0.0002646304,0.001390866,0.00002737153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008404991,"about_ca_system_score_gemma":0.00185794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008214392,"about_ca_topic_score_gemma":0.00007592884,"domain_scores_codex":[0.9971795,0.0004324703,0.001273454,0.0002883156,0.0004556108,0.0003706687],"domain_scores_gemma":[0.9924896,0.005778631,0.0007269877,0.0003653965,0.0001910628,0.0004482759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002430039,0.003245031,0.01424816,0.1283911,0.006766175,0.00702722,0.00005838115,0.0000675064,5.847108e-8,0.002206993,0.06606945,0.7694898],"study_design_scores_gemma":[0.004162917,0.0009396627,0.004308272,0.009500922,0.001771078,0.00001455258,0.000004113966,4.653927e-7,6.539181e-9,0.0001719494,0.9790052,0.000120827],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001794842,0.9900257,0.0001448833,0.005909468,0.0002808368,0.00145658,0.00006702821,0.0000124844,0.00208509],"genre_scores_gemma":[0.0001907785,0.9915569,0.0002284493,0.005223855,0.0001015198,0.00005384913,0.0000520083,0.00002058922,0.002572042],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9129358,"threshold_uncertainty_score":0.8346624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06481742286513133,"score_gpt":0.4866317629270173,"score_spread":0.421814340061886,"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."}}