{"id":"W3164978977","doi":"10.1038/s41467-021-23492-3","title":"Outcome after acute ischemic stroke is linked to sex-specific lesion patterns","year":2021,"lang":"en","type":"article","venue":"Nature Communications","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":106,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mila - Quebec Artificial Intelligence Institute; Montreal Neurological Institute and Hospital; McGill University; University of British Columbia","funders":"National Institute of Neurological Disorders and Stroke; National Institute on Aging; Canadian Institutes of Health Research; Vetenskapsrådet; Société Française de Radiologie; Canada First Research Excellence Fund; National Institutes of Health; Lunds Universitet; Health Canada; Agence Nationale de la Recherche; Skånes universitetssjukhus; Fondation Brain Canada; Canadian Institute for Advanced Research; U.S. Department of Veterans Affairs","keywords":"Stroke (engine); Medicine; Lesion; Cohort; Acute stroke; Sex characteristics; Internal medicine; Brain ischemia; Cardiology; Physical medicine and rehabilitation; Physical therapy; Surgery; Ischemia","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0001407496,0.0002338871,0.000343845,0.0001534475,0.0001408507,0.00004778713,0.0007943537,0.0003528284,0.0005535369],"category_scores_gemma":[0.00007615431,0.0002249152,0.0001992855,0.0003928079,0.00005354358,0.00007845528,0.001394907,0.001473869,0.0003606611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001900664,"about_ca_system_score_gemma":0.00005990722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005978011,"about_ca_topic_score_gemma":0.00003441325,"domain_scores_codex":[0.9984016,0.00006059277,0.0004167428,0.0004255697,0.0003931834,0.0003023484],"domain_scores_gemma":[0.9951686,0.0001140516,0.00007901465,0.004153605,0.0002843867,0.0002003754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001182448,0.0005237191,0.2492906,0.00008570388,0.0005689411,0.0001568777,0.001361293,7.353e-7,0.1206812,0.0003060852,0.6158419,0.0110647],"study_design_scores_gemma":[0.0007006063,0.00003228793,0.08326013,0.0000801374,0.0002226615,0.00005080116,0.0003494408,0.00003706464,0.01358283,0.000003393662,0.9014686,0.000212053],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7810137,0.01194314,0.002199562,0.134438,0.0005798036,0.001263582,0.0006548638,0.0003636568,0.06754371],"genre_scores_gemma":[0.9346694,0.001205258,0.02527453,0.01703609,0.0001427138,0.0001568581,0.000433936,0.00004766272,0.0210335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2856267,"threshold_uncertainty_score":0.9171775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03634201571667138,"score_gpt":0.3350086656476636,"score_spread":0.2986666499309922,"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."}}