{"id":"W4214756665","doi":"10.2196/36511","title":"Pattern of Comorbidities and the Impact on Outcomes in Patients With COVID-19 in Babel Governorate, Iraq, in 2020","year":2022,"lang":"en","type":"article","venue":"Iproceedings","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Comorbidity; Medicine; Internal medicine; Diabetes mellitus; Coronavirus disease 2019 (COVID-19); Case fatality rate; Pediatrics; Epidemiology; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.000471464,0.0002631251,0.0002597269,0.0007192275,0.0008462335,0.0007820797,0.0003013306,0.0002706525,0.002134746],"category_scores_gemma":[0.001666879,0.0001891355,0.0002418401,0.001209177,0.0005077851,0.0005073291,0.0008614944,0.000546401,0.0002025178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001109754,"about_ca_system_score_gemma":0.001294815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04568211,"about_ca_topic_score_gemma":0.06909222,"domain_scores_codex":[0.9995245,0.00008885443,0.00005473161,0.00005733586,0.00006427322,0.000210446],"domain_scores_gemma":[0.9988218,0.00008696304,0.0006150469,0.00002577216,0.0001431602,0.0003073825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001656677,0.000009929363,0.9991912,0.000005948009,0.000008303306,0.00006676066,0.00007196923,0.00001701012,0.00002598303,0.000008306078,0.000124099,0.0004539434],"study_design_scores_gemma":[0.000001889483,0.0000248775,0.9987456,0.00001647734,0.00000438839,0.0001514029,0.0008338625,0.00005043773,0.000008575981,0.00001006577,0.0001504277,0.000002031087],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982863,0.0003625249,0.00003009291,0.0002692677,0.00001513319,0.000007654428,0.0004853911,0.0000019312,0.0005416052],"genre_scores_gemma":[0.9991847,0.0002182428,0.00003249047,0.00007020286,0.00001995463,0.000007207003,0.0003738925,9.193233e-7,0.00009225994],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04568211,"threshold_uncertainty_score":0.09083241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0277654395524832,"score_gpt":0.3753685685811055,"score_spread":0.3476031290286223,"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."}}