{"id":"W4376608692","doi":"10.1182/bloodadvances.2023009825","title":"Prevalence of frailty and its association with clinical outcomes in myeloproliferative neoplasms: a population-based study","year":2023,"lang":"en","type":"article","venue":"Blood Advances","topic":"Myeloproliferative Neoplasms: Diagnosis and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Toronto General Hospital; University of Toronto; Sunnybrook Health Science Centre; Institute for Clinical Evaluative Sciences; Princess Margaret Cancer Centre","funders":"Ontario Ministry of Health and Long-Term Care; Institute for Clinical Evaluative Sciences","keywords":"Medicine; Essential thrombocythemia; Confidence interval; Hazard ratio; Myelofibrosis; Internal medicine; Polycythemia vera; Proportional hazards model; Population; Gastroenterology; Bone marrow","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004148045,0.0001777856,0.0005610492,0.0001429404,0.00005742772,0.00001141953,0.0000447806,0.00006844265,0.0000217684],"category_scores_gemma":[0.000764453,0.0001214249,0.00005339721,0.0003581855,0.0000195178,0.0001475287,0.00002125372,0.0001395859,0.000007296193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004606335,"about_ca_system_score_gemma":0.00009964211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003670981,"about_ca_topic_score_gemma":0.0005188832,"domain_scores_codex":[0.998359,0.0001557631,0.0004971616,0.0003741193,0.0004193638,0.0001945931],"domain_scores_gemma":[0.9982601,0.001096506,0.0002641896,0.0001448987,0.0001552666,0.00007899327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002025424,0.001733855,0.9963767,0.0001562848,0.0002329596,0.0000399921,0.0003985909,0.000132883,0.00001099306,0.00006926538,0.000005182059,0.0006407577],"study_design_scores_gemma":[0.005943789,0.002064081,0.9899814,0.0001919394,0.0002691692,0.000001536801,0.0002598375,0.0002521718,0.0008603479,0.00004421953,0.00001703621,0.0001145414],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974497,0.0004796683,0.000002408112,0.0005590642,0.00005588945,0.001298427,0.00004223054,0.000050475,0.00006212657],"genre_scores_gemma":[0.998376,0.0003958527,0.0004502049,0.0001005254,0.00003134974,0.0002726927,0.00002061895,0.00001381958,0.0003389687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006395364,"threshold_uncertainty_score":0.4951565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03246975683870799,"score_gpt":0.355246296950634,"score_spread":0.322776540111926,"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."}}