{"id":"W2271189918","doi":"10.1161/strokeaha.115.011854","title":"Peripheral Blood <i>MCEMP1</i> Gene Expression as a Biomarker for Stroke Prognosis","year":2016,"lang":"en","type":"article","venue":"Stroke","topic":"S100 Proteins and Annexins","field":"Biochemistry, Genetics and Molecular Biology","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"Population Health Research Institute","funders":"","keywords":"Medicine; Stroke (engine); Modified Rankin Scale; Internal medicine; Cohort; Intracerebral hemorrhage; Confidence interval; Biomarker; Oncology; Ischemic stroke; Subarachnoid hemorrhage; Ischemia","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":[0.0007816416,0.0003048324,0.0004068088,0.0005836883,0.0001200199,0.0006239973,0.0002022451,0.0003046926,0.001463055],"category_scores_gemma":[0.001606493,0.0001133975,0.0001960947,0.0005031682,0.0003047571,0.0002308093,0.0002256785,0.0004296186,0.0003795039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001835083,"about_ca_system_score_gemma":0.00011262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003547609,"about_ca_topic_score_gemma":0.0003490011,"domain_scores_codex":[0.9997346,0.00007874337,0.00001312803,0.00009215774,0.00004820832,0.00003314396],"domain_scores_gemma":[0.9990323,0.0004614255,0.0002951018,0.00007111613,0.0000814755,0.00005862279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002635424,0.0001067388,0.875639,0.0001715733,0.000197934,0.0002068302,0.00009153314,0.001343914,0.07327802,0.0001613796,0.0007870174,0.04538058],"study_design_scores_gemma":[0.00002172082,0.0004467068,0.977972,0.00004529046,0.0001096794,0.0008116785,0.00004602356,0.004773116,0.01456532,0.0004581861,0.0007345625,0.00001556454],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929148,0.001909863,0.002769747,0.0001739461,0.0000163252,0.00002229128,0.00122594,0.00005160196,0.0009155816],"genre_scores_gemma":[0.9959226,0.0004250924,0.002497986,0.00008356743,0.00003488383,0.00002140276,0.0007076133,0.000007606329,0.0002991535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001463055,"threshold_uncertainty_score":0.004894435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01201352334543922,"score_gpt":0.2522663168512584,"score_spread":0.2402527935058192,"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."}}