{"id":"W4224992681","doi":"10.3389/fneur.2022.849607","title":"Diabetes: Chronic Metformin Treatment and Outcome Following Acute Stroke","year":2022,"lang":"en","type":"article","venue":"Frontiers in Neurology","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Metformin; Medicine; Diabetes mellitus; Stroke (engine); Acute stroke; Internal medicine; Intensive care medicine; Endocrinology; Tissue plasminogen activator","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":[0.0008359099,0.0002353175,0.0002851613,0.0004993513,0.0003489378,0.0006144037,0.0002280927,0.000557125,0.00186773],"category_scores_gemma":[0.001935156,0.0001051122,0.0003990231,0.0006351924,0.000160602,0.0003315121,0.0003044173,0.0004476061,0.0002235898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003576103,"about_ca_system_score_gemma":0.0003533645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00217918,"about_ca_topic_score_gemma":0.00363646,"domain_scores_codex":[0.9996251,0.0001359523,0.000058409,0.0000537454,0.00006448181,0.00006230202],"domain_scores_gemma":[0.9978676,0.000173217,0.001616217,0.000044755,0.00009044242,0.0002077264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002496861,0.0003513994,0.9850712,0.0001226024,0.0003287712,0.00007161297,0.00001874074,0.0001195531,0.0001987529,0.00006752188,0.0004104909,0.01074239],"study_design_scores_gemma":[0.00008765949,0.0004986211,0.99832,0.00003714807,0.0001317316,0.0001969773,0.00001778244,0.0003202231,0.00004283475,0.00008615203,0.000256656,0.000004192195],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906738,0.006367531,0.0001041511,0.000466285,0.00004307057,0.00002034548,0.0007175099,0.000006682702,0.001600558],"genre_scores_gemma":[0.998086,0.0007736665,0.0001099404,0.0001527467,0.00008622814,0.000008516697,0.00050466,0.000001413464,0.0002767634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00217918,"threshold_uncertainty_score":0.006248236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01082238033623147,"score_gpt":0.2531782653932086,"score_spread":0.2423558850569771,"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."}}