{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003833885,0.0001674997,0.0005187606,0.0002472877,0.0001578845,0.000007342653,0.00007585721,0.00005185178,0.001113805],"category_scores_gemma":[0.0002332708,0.0001397918,0.00003742101,0.0006182418,0.0000813345,0.00006863983,0.00008428998,0.0004877484,3.817254e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002898109,"about_ca_system_score_gemma":0.001877348,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3185022,"about_ca_topic_score_gemma":0.2530079,"domain_scores_codex":[0.9983177,0.0001346028,0.0002679358,0.0004471905,0.0005333127,0.0002992106],"domain_scores_gemma":[0.9988539,0.0001407959,0.0002192029,0.0002744753,0.00009890801,0.000412685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001323496,0.0003836612,0.9811923,0.0002866141,0.000200754,0.0001410401,0.01339345,0.0002095017,0.000001817922,0.000005184793,0.0009595039,0.001902669],"study_design_scores_gemma":[0.004522397,0.00169419,0.9890963,0.000172156,0.0001809892,0.00000424733,0.00299343,0.00004290705,0.0000154112,0.00001388223,0.001115366,0.00014866],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927269,0.001521123,0.000001871815,0.001629448,0.00009399318,0.003478367,0.0004406616,0.00003108143,0.00007654551],"genre_scores_gemma":[0.9891925,0.002798644,0.000007893474,0.001445751,0.00008633133,0.006331475,0.000007271807,0.00002803333,0.0001020713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06549433,"threshold_uncertainty_score":0.9997993,"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."}}