{"id":"W2945693608","doi":"10.1161/str.48.suppl_1.wp234","title":"Abstract WP234: Metabolite Profiling Identifies a Specific Profile for Cardioembolic Stroke","year":2017,"lang":"en","type":"article","venue":"Stroke","topic":"Metabolomics and Mass Spectrometry Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kimberly-Clark (Canada)","funders":"","keywords":"Medicine; Metabolite; Lacunar stroke; Metabolomics; Stroke (engine); Internal medicine; Metabolome; Ornithine; Biochemistry; Bioinformatics; Arginine; Ischemic stroke; Amino acid; Biology","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":[0.0002504536,0.0002808647,0.0002934716,0.0005414545,0.0001610395,0.0005496544,0.0001555488,0.0002541355,0.002859805],"category_scores_gemma":[0.0008520777,0.0001015511,0.0001963424,0.0005685504,0.0001686315,0.0002012838,0.0002313174,0.0002230898,0.0006825751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001290466,"about_ca_system_score_gemma":0.0002435129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005678978,"about_ca_topic_score_gemma":0.0007651326,"domain_scores_codex":[0.999902,0.00001651977,0.00001321051,0.00002636611,0.00002766311,0.00001423975],"domain_scores_gemma":[0.9997141,0.00005787809,0.0001236701,0.00001848738,0.00005453814,0.00003129984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001809371,0.0001854834,0.7147729,0.000327139,0.0003269039,0.0009222071,0.00008947203,0.0004477844,0.2300893,0.0001148757,0.001258144,0.04965632],"study_design_scores_gemma":[0.00002204218,0.0003773117,0.959123,0.00002213972,0.0001133401,0.002103425,0.00007310956,0.001227022,0.03572711,0.0001481591,0.001054776,0.000008544956],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994055,0.00130709,0.002091451,0.0002178846,0.00001801545,0.00003295337,0.001424464,0.00004471169,0.0008085717],"genre_scores_gemma":[0.9950329,0.0005746297,0.00239208,0.00007060605,0.00002820563,0.00001409406,0.001167386,0.000007989744,0.0007120452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002859805,"threshold_uncertainty_score":0.009566963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02316657536124109,"score_gpt":0.2875031960958319,"score_spread":0.2643366207345907,"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."}}