{"id":"W4302307854","doi":"10.2196/35310","title":"COVID-19 Diagnosis and Risk of Death Among Adults With Cancer in Indiana: Retrospective Cohort Study","year":2022,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Aging; Centers for Disease Control and Prevention","keywords":"Medicine; Retrospective cohort study; Cancer; Proportional hazards model; Hazard ratio; Medical record; Population; Cohort; Cohort study; Demography; Internal medicine; Emergency medicine; Environmental health; Confidence interval","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":[0.0007571093,0.0002522682,0.0002542604,0.0007778869,0.0004823515,0.0007400721,0.0004790636,0.0002696552,0.0009879166],"category_scores_gemma":[0.001687905,0.0003973245,0.0004356893,0.001448811,0.0002482734,0.0004561761,0.0005932915,0.0005916525,0.0001910859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001192521,"about_ca_system_score_gemma":0.001174923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.043941,"about_ca_topic_score_gemma":0.06358678,"domain_scores_codex":[0.9994524,0.00009412078,0.00008352265,0.0001868085,0.00009319633,0.00009000137],"domain_scores_gemma":[0.9984363,0.0001691027,0.000822679,0.0001927122,0.0001954017,0.0001838283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002333506,0.00001153149,0.9995028,0.000005501103,0.00001874637,0.00002072785,0.0000257277,0.00001806674,0.00003509323,0.00001016761,0.00007444799,0.000253778],"study_design_scores_gemma":[0.000006241265,0.00005687435,0.9986522,0.00002306039,0.00004126702,0.0002182149,0.0001928259,0.0002371808,0.0000806331,0.00001502347,0.0004724774,0.000004080389],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937655,0.0004025295,0.0002715685,0.0000637371,0.00001063921,0.00005773278,0.004785906,0.000007961187,0.0006344719],"genre_scores_gemma":[0.9958071,0.000407806,0.0004188152,0.00008355965,0.00001265644,0.00005541516,0.002912694,0.000003110239,0.0002989001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.043941,"threshold_uncertainty_score":0.08737046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02733595895740937,"score_gpt":0.3839669757247213,"score_spread":0.3566310167673119,"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."}}