{"id":"W2116146198","doi":"10.1161/01.cir.0000152105.79665.c6","title":"Using Peripheral Blood Mononuclear Cells to Determine a Gene Expression Profile of Acute Ischemic Stroke","year":2005,"lang":"en","type":"article","venue":"Circulation","topic":"Gene expression and cancer classification","field":"Biochemistry, Genetics and Molecular Biology","cited_by":227,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Stroke (engine); Peripheral blood mononuclear cell; Cohort; Internal medicine; Pathology; Oncology; Immunology; Biology; Genetics","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":[0.0003406749,0.0002375211,0.000265847,0.0005395648,0.000188861,0.0003945322,0.0001091568,0.0002529539,0.0009318512],"category_scores_gemma":[0.0005735513,0.00008316919,0.0001230728,0.0004553226,0.0001907957,0.0001183232,0.0001693978,0.0002322663,0.0004087353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001349082,"about_ca_system_score_gemma":0.0001297969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002313253,"about_ca_topic_score_gemma":0.0004156326,"domain_scores_codex":[0.9996458,0.00007483438,0.00002627322,0.0001444517,0.00007736067,0.00003130066],"domain_scores_gemma":[0.9998042,0.00006881139,0.00003724866,0.00002283223,0.00004481168,0.00002211647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002036448,0.0002669725,0.2347881,0.0002015507,0.0001300724,0.0003374431,0.0003207998,0.0003719428,0.7230736,0.00009126603,0.0004430192,0.03793883],"study_design_scores_gemma":[0.0001268551,0.003321409,0.7148279,0.00006803853,0.0002943227,0.002692002,0.0004163824,0.002453476,0.2709498,0.0004795382,0.004335517,0.00003486212],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913697,0.001371319,0.005241424,0.00006712216,0.00003295691,0.00008443731,0.0007952219,0.00003511207,0.001002605],"genre_scores_gemma":[0.9887577,0.0008258656,0.007602048,0.0001744649,0.00005618832,0.0002690974,0.001510057,0.000009790679,0.0007947334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009318512,"threshold_uncertainty_score":0.003117383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02077347495911201,"score_gpt":0.2664586511663781,"score_spread":0.2456851762072661,"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."}}