{"id":"W7133016467","doi":"","title":"Association of Frailty with Clinical Outcomes in Myeloproliferative Neoplasms: A Population-based Study from Ontario, Canada","year":2022,"lang":"","type":"dissertation","venue":"TSpace","topic":"Myeloproliferative Neoplasms: Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Health Services and Policy Research","funders":"","keywords":"Proportional hazards model; Hazard ratio; Thrombosis; Frailty Index; Risk of mortality; Epidemiology; Confidence interval; Stroke (engine)","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0007591908,0.0003852164,0.0004680922,0.0009931159,0.002548195,0.001101466,0.001174184,0.0004556698,0.001415811],"category_scores_gemma":[0.002179087,0.0003957025,0.0007284789,0.003181495,0.0008119948,0.0003901171,0.0008856546,0.0006202334,0.0001638956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02226537,"about_ca_system_score_gemma":0.02438193,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9921756,"about_ca_topic_score_gemma":0.9950137,"domain_scores_codex":[0.9991832,0.00006418257,0.00006695492,0.0001745249,0.0002569693,0.0002542062],"domain_scores_gemma":[0.9974764,0.0001300674,0.0005459069,0.000143166,0.001100315,0.0006042045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004213862,0.00001294519,0.9974141,0.00001991021,0.00005043746,0.00006159768,0.000391021,0.00004476701,0.000104453,0.00005557796,0.0006458753,0.001157115],"study_design_scores_gemma":[0.000009049049,0.00001261292,0.9987603,0.00002161108,0.00002789428,0.00005360988,0.0003983612,0.0001484674,0.00002053697,0.00002077716,0.0005194304,0.00000719676],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927554,0.0008730249,0.0001512811,0.0003757461,0.00001273625,0.00004152184,0.004239267,0.000007563594,0.001543449],"genre_scores_gemma":[0.9977701,0.000412245,0.00009997415,0.0001136568,0.000007203832,0.00001661368,0.001158812,0.000003487225,0.000418003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02226537,"threshold_uncertainty_score":0.1615473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02705204463043093,"score_gpt":0.3583822559445256,"score_spread":0.3313302113140947,"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."}}