{"id":"W4395689526","doi":"10.1002/cncr.35336","title":"Neurodegenerative disease pathways are perturbed in patients with cancer who self‐report cognitive changes and anxiety: A pathway impact analysis","year":2024,"lang":"en","type":"article","venue":"Cancer","topic":"Cancer-related cognitive impairment studies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"National Institute on Minority Health and Health Disparities; National Institute of Nursing Research; National Cancer Institute; International Society of Nurses in Genetics","keywords":"Disease; KEGG; Anxiety; Medicine; Neurodegeneration; Bioinformatics; Biological pathway; Cancer; Internal medicine; Psychiatry; Genetics; Biology; Gene; Transcriptome; Gene expression","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":[0.0005034903,0.0002606669,0.0003779441,0.0009374343,0.0003451443,0.0006008704,0.0001708876,0.0001544257,0.001574557],"category_scores_gemma":[0.00125085,0.00008603715,0.001210965,0.001318752,0.0001426178,0.0002223725,0.0006403603,0.0003142618,0.000102212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004327036,"about_ca_system_score_gemma":0.0005043825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002677193,"about_ca_topic_score_gemma":0.003489702,"domain_scores_codex":[0.9997132,0.00007317922,0.0000284018,0.00006498349,0.00005363033,0.00006662155],"domain_scores_gemma":[0.9993423,0.0001822599,0.0002877947,0.00003469612,0.00006440888,0.00008854946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001104364,0.00006644368,0.989239,0.00007486675,0.0004373851,0.0001486997,0.00009348969,0.0003310716,0.001213934,0.00006555689,0.0001660529,0.00705917],"study_design_scores_gemma":[0.00002717383,0.0001851574,0.9975017,0.00001315749,0.0003033975,0.0002521786,0.000184891,0.0009251826,0.0002188087,0.000131936,0.00025031,0.000006165043],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979591,0.0002547935,0.0002856395,0.00006005399,0.000002475769,0.00002724347,0.001187493,0.000006056134,0.000217169],"genre_scores_gemma":[0.998393,0.00009817572,0.000339068,0.00001614978,0.00000307,0.00002109734,0.001062612,0.000001565884,0.00006516329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002677193,"threshold_uncertainty_score":0.005323231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01258576887155897,"score_gpt":0.2839945616302267,"score_spread":0.2714087927586677,"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."}}