{"id":"W3214084938","doi":"10.1182/blood-2021-154283","title":"Risks for Hospitalization and Death Among Patients with Blood Disorders from the ASH RC COVID-19 Registry for Hematology","year":2021,"lang":"en","type":"article","venue":"Blood","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; St. Michael's Hospital","funders":"","keywords":"Medicine; Comorbidity; Internal medicine; Logistic regression; Cancer; Hematology; Cancer registry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0009274402,0.0001540562,0.0002378701,0.0008284848,0.0003341215,0.0005138193,0.0004572861,0.0001738577,0.003108357],"category_scores_gemma":[0.004448688,0.0001452983,0.000302257,0.00164894,0.000114803,0.0003782521,0.0007416193,0.0004559168,0.0002627459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004949574,"about_ca_system_score_gemma":0.0009639335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01311902,"about_ca_topic_score_gemma":0.01424595,"domain_scores_codex":[0.9991378,0.0002073931,0.0001187071,0.0001425059,0.0002461085,0.0001475257],"domain_scores_gemma":[0.995847,0.0006277419,0.002381751,0.0002639999,0.0004114583,0.0004680085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004744431,0.000009254231,0.9979114,0.000008660329,0.00001932675,0.00002398841,0.00001848088,0.00005779577,0.00002503076,0.00003033602,0.0009888827,0.0008593742],"study_design_scores_gemma":[0.000009648179,0.00003081881,0.9986401,0.00001453276,0.00001508343,0.0001457426,0.00008132974,0.0004707783,0.00004781343,0.00003054869,0.0005101279,0.000003482927],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9819245,0.0003009897,0.0003367957,0.0003312957,0.00002211331,0.00004109478,0.01453026,0.00003091177,0.002481868],"genre_scores_gemma":[0.9845722,0.0001392787,0.0002590096,0.0000821967,0.00003443499,0.00006794133,0.01441854,0.000008102772,0.0004182908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01311902,"threshold_uncertainty_score":0.02608532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04061433728254365,"score_gpt":0.3443789378059111,"score_spread":0.3037646005233675,"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."}}