{"id":"W4324046894","doi":"10.1186/s12889-023-15386-4","title":"Comorbidity-stratified estimates of 30-day mortality risk by age for unvaccinated men and women with COVID-19: a population-based cohort study","year":2023,"lang":"en","type":"article","venue":"BMC Public Health","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; Institute for Clinical Evaluative Sciences; Women's College Hospital; University of Toronto; University Health Network","funders":"Canadian Frailty Network","keywords":"Medicine; Comorbidity; Population; Cohort; Epidemiology; Kidney disease; Demography; Cohort study; Retrospective cohort study; Pediatrics; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001565787,0.0004867606,0.0005093504,0.001234121,0.001100092,0.0009184889,0.001366687,0.0006180987,0.001504776],"category_scores_gemma":[0.003663715,0.0006176629,0.00138232,0.002363169,0.000392129,0.0004414323,0.0008829461,0.0009272829,0.0003368251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002965774,"about_ca_system_score_gemma":0.002780402,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5493369,"about_ca_topic_score_gemma":0.5877977,"domain_scores_codex":[0.9989432,0.0001806278,0.00009650835,0.0003481424,0.0002154893,0.0002160606],"domain_scores_gemma":[0.9975668,0.0001648465,0.000788559,0.0004907676,0.0005949807,0.0003940842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001001843,0.00001783403,0.998817,0.000008251806,0.000124492,0.00002461275,0.0001047076,0.0000570367,0.00006452839,0.00002004177,0.0002618209,0.0003996117],"study_design_scores_gemma":[0.00001386563,0.00003345773,0.9991578,0.000006975626,0.00004833076,0.000042156,0.0001204374,0.0002680569,0.00001705566,0.00001534088,0.000271347,0.000005306666],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886319,0.0002523909,0.0003743489,0.00005970163,0.00001114879,0.00007394594,0.01014124,0.00001292453,0.0004424701],"genre_scores_gemma":[0.9924075,0.0001499459,0.0005084806,0.00005391494,0.000009486009,0.00007799738,0.006284095,0.000006889769,0.0005017734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5493369,"threshold_uncertainty_score":0.9066344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1240621721819233,"score_gpt":0.4759734504135407,"score_spread":0.3519112782316174,"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."}}