{"id":"W4391029690","doi":"10.1111/ctr.15232","title":"A pragmatic tool to screen for pre‐transplant cognitive impairment among potential candidates for liver transplant","year":2024,"lang":"en","type":"article","venue":"Clinical Transplantation","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Aging","keywords":"Montreal Cognitive Assessment; Medicine; Cognitive impairment; Dementia; Neurocognitive; Internal medicine; Gold standard (test); Population; Cohort; Cognition; Observational study; Psychiatry; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003270336,0.0005889724,0.0008216266,0.004491981,0.0005551568,0.001113013,0.0007522276,0.0007460713,0.003436263],"category_scores_gemma":[0.01273663,0.0002876337,0.000843037,0.001771974,0.0002972208,0.0007352396,0.001168289,0.00057319,0.0009251825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005350359,"about_ca_system_score_gemma":0.001105946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00173872,"about_ca_topic_score_gemma":0.003472604,"domain_scores_codex":[0.9974234,0.001256896,0.0004728714,0.0001903685,0.0004991047,0.0001573193],"domain_scores_gemma":[0.9944097,0.001636773,0.002113931,0.0002036939,0.0009583525,0.0006775476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001280507,0.0009261579,0.9106496,0.0003677439,0.0002220367,0.0003491176,0.0003115606,0.0003036584,0.0007352603,0.0002323629,0.007677892,0.07694414],"study_design_scores_gemma":[0.0004613536,0.001880429,0.9855826,0.0002283089,0.0001226737,0.002043792,0.0005336516,0.003879241,0.0006406665,0.0005629602,0.003997698,0.00006654122],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9776275,0.001607701,0.005011685,0.001819166,0.0001594364,0.002105126,0.004065488,0.0002190325,0.00738488],"genre_scores_gemma":[0.9789647,0.0005190614,0.01409906,0.000545189,0.0001076213,0.002464452,0.00229471,0.00001274533,0.000992428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004491981,"threshold_uncertainty_score":0.01729542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0247372916901763,"score_gpt":0.3598697564845995,"score_spread":0.3351324647944232,"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."}}