{"id":"W4389229120","doi":"10.1182/blood-2023-191009","title":"Use of Pre-Transplant Minicog Cognitive Impairment Screening and Validation of Frailty and Functionality Assessment Prior to Allogeneic Hematopoietic Stem Cell Transplantation","year":2023,"lang":"en","type":"article","venue":"Blood","topic":"Cancer-related cognitive impairment studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Transplantation; Hematopoietic stem cell transplantation; Internal medicine; Cohort; Cognition; Comorbidity; Oncology; Gerontology; Psychiatry","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":[0.002001133,0.0003583396,0.0003051941,0.001128315,0.0002421698,0.000623206,0.0003939634,0.0002728777,0.0006477902],"category_scores_gemma":[0.00327881,0.00008852778,0.0003900729,0.0004467084,0.0002616933,0.0003812997,0.0005087628,0.0004242478,0.0002268837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003979059,"about_ca_system_score_gemma":0.0005658118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002600526,"about_ca_topic_score_gemma":0.004399639,"domain_scores_codex":[0.9992641,0.000183939,0.0001296754,0.0001019628,0.0002180383,0.0001022647],"domain_scores_gemma":[0.9979011,0.0002858845,0.0008533977,0.0001965985,0.000439624,0.000323302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001712784,0.00006783938,0.9932974,0.00001066705,0.0000214467,0.00006494972,0.00006057352,0.000133552,0.000495127,0.00001491724,0.0001034957,0.005558765],"study_design_scores_gemma":[0.00001067775,0.0004023415,0.9975695,0.00001122243,0.00002401598,0.0002433401,0.00004955234,0.0006400138,0.0007822387,0.00001987072,0.0002426195,0.000004525907],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985607,0.0001529523,0.0003374096,0.00003196172,0.0000088425,0.00004341329,0.0002182825,0.000008601904,0.0006378807],"genre_scores_gemma":[0.9989526,0.00006821795,0.0003949649,0.00002698796,0.00001182474,0.00003340718,0.0003857717,0.000001640538,0.0001245243],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002600526,"threshold_uncertainty_score":0.01058316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04596739177982596,"score_gpt":0.3107774016198059,"score_spread":0.26481000983998,"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."}}