{"id":"W4405043763","doi":"10.1182/blood-2024-203896","title":"Frailty and Long-Term Survival Among Older Adults with Blood Cancers","year":2024,"lang":"en","type":"article","venue":"Blood","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Gerontology; Hematologic Neoplasms; Term (time); Cancer; Internal medicine; Oncology","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":[0.0006021162,0.0002041085,0.000208328,0.0006709871,0.0003157546,0.0004213869,0.0001707799,0.0002417884,0.001423493],"category_scores_gemma":[0.002940193,0.00008176144,0.0002252069,0.0005965232,0.000153081,0.0003828074,0.0005400744,0.0004197245,0.0002307581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003135339,"about_ca_system_score_gemma":0.0003216389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005403511,"about_ca_topic_score_gemma":0.00713389,"domain_scores_codex":[0.9997795,0.00004291529,0.00003756893,0.00004095627,0.00006046453,0.00003867015],"domain_scores_gemma":[0.9986564,0.0001351786,0.0006243393,0.00004195661,0.0002332211,0.0003089448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005131914,0.00003214273,0.9924985,0.00002340917,0.00002051017,0.00002144773,0.00009475344,0.00003399102,0.00005058247,0.00001503602,0.0004685505,0.006689768],"study_design_scores_gemma":[0.000002465009,0.00008758168,0.9993535,0.00002453991,0.00001272208,0.00006289092,0.0000651584,0.00005103876,0.00001664388,0.00002625767,0.0002949397,0.000002320207],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946812,0.002191094,0.0001306252,0.0003904229,0.00002372871,0.00002472222,0.001267163,0.000009910577,0.001281248],"genre_scores_gemma":[0.9979329,0.0006797569,0.0001663837,0.0001159951,0.00003528266,0.00002562981,0.0008042617,0.000001443768,0.0002382546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005403511,"threshold_uncertainty_score":0.01074415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01186404186285901,"score_gpt":0.2563313475510814,"score_spread":0.2444673056882224,"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."}}