{"id":"W6966618473","doi":"10.48448/4h0b-9r08","title":"Characterizing gut dysbiosis and the gut derived immune response to ischemic stroke","year":2021,"lang":"en","type":"other","venue":"Underline Science Inc.","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Immune system; Dysbiosis; Stroke (engine); Neuroinflammation; Lesion; Gut flora; Disease","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004394813,0.0006498918,0.00083225,0.001215804,0.0005848404,0.0006548836,0.001843353,0.0002739602,0.001498777],"category_scores_gemma":[0.002082131,0.000484318,0.0001380427,0.002016485,0.003385468,0.0002302768,0.00147209,0.0006191363,0.001040477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003446154,"about_ca_system_score_gemma":0.00108695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004278767,"about_ca_topic_score_gemma":0.0002175495,"domain_scores_codex":[0.9951615,0.0004633629,0.0005993728,0.001433757,0.001292534,0.001049433],"domain_scores_gemma":[0.9966745,0.0004513755,0.000544288,0.001704356,0.0002495715,0.0003759151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004568473,0.00003968518,0.00002636464,0.0000266572,0.00005894029,0.00002058592,0.0005890511,0.000001481108,0.980105,0.0001043113,0.0170167,0.001554364],"study_design_scores_gemma":[0.003776697,0.000163643,0.004881794,0.001479315,0.0002077535,0.0001742301,0.001900607,0.001502035,0.0700079,0.00002766559,0.9141489,0.001729463],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5117911,0.01329648,0.001378004,0.02563964,0.003704616,0.006058366,0.00208776,0.002015748,0.4340283],"genre_scores_gemma":[0.445282,0.0004555636,0.01991816,0.003195997,0.0008819482,0.0002196348,0.0001888023,0.001740822,0.5281171],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9100971,"threshold_uncertainty_score":0.9997609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01847169249622539,"score_gpt":0.280813982267703,"score_spread":0.2623422897714777,"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."}}