{"id":"W3203418099","doi":"10.2196/32831","title":"Risk Factors of COVID-19 Critical Outcomes in the Eastern Mediterranean Region: Multicountry Retrospective Study","year":2021,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Université Mohammed V de Rabat","keywords":"Medicine; Retrospective cohort study; Comorbidity; Diabetes mellitus; Medical record; Mortality rate; Epidemiology; Internal medicine","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":[0.001080352,0.0003064548,0.00046005,0.001227556,0.0005494323,0.0005396568,0.0003811044,0.0003215831,0.0007525069],"category_scores_gemma":[0.001834964,0.0003357862,0.0004212479,0.001445215,0.0003632199,0.0006170821,0.0007429888,0.0003354195,0.0001301458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000498677,"about_ca_system_score_gemma":0.0005202898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005362373,"about_ca_topic_score_gemma":0.00519756,"domain_scores_codex":[0.9992449,0.0002158208,0.0001319682,0.0001718733,0.0001050141,0.0001304146],"domain_scores_gemma":[0.9985753,0.0002117406,0.0007260124,0.0001584152,0.0001555647,0.0001729287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001598859,0.00001026899,0.999435,0.000007601671,0.00001574573,0.00007632738,0.00007856558,0.000007659327,0.000033712,0.000004820203,0.00003153002,0.0002828189],"study_design_scores_gemma":[0.000002674828,0.00005985751,0.9988064,0.00001055219,0.00001433383,0.0003849402,0.0005367924,0.00005583837,0.00002154254,0.000006436584,0.00009787143,0.000002819691],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993379,0.0001674233,0.00006041932,0.0000174267,0.000002361788,0.00002013909,0.0002175192,0.000001320053,0.0001755331],"genre_scores_gemma":[0.9995546,0.0001142134,0.00006332504,0.00001777908,0.000006463262,0.00001904587,0.0001968227,7.58226e-7,0.00002700031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005362373,"threshold_uncertainty_score":0.01066232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1345527700631778,"score_gpt":0.4785013837313197,"score_spread":0.3439486136681418,"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."}}