{"id":"W4407732242","doi":"10.1186/s42466-025-00365-4","title":"No disadvantages for women in acute stroke care in Germany: an analysis of access to stroke treatment services in Germany from 2017 to 2022","year":2025,"lang":"en","type":"article","venue":"Neurological Research and Practice","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"Universitätsklinikum Heidelberg","keywords":"Medicine; Stroke (engine); Atrial fibrillation; Thrombolysis; Disadvantage; Cohort; Acute stroke; Retrospective cohort study; Pediatrics; Emergency medicine; Internal medicine; Tissue plasminogen activator; Myocardial infarction","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":[],"consensus_categories":[],"category_scores_codex":[0.001156466,0.0001818591,0.0006247323,0.001318831,0.00005066783,0.00008331177,0.0004058572,0.0001158399,0.0001037113],"category_scores_gemma":[0.001428277,0.0001438833,0.00005829194,0.00119012,0.00005472606,0.0003498427,0.0005936188,0.0004257732,0.000006217863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002821207,"about_ca_system_score_gemma":0.00008150646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001701243,"about_ca_topic_score_gemma":0.002994137,"domain_scores_codex":[0.9972389,0.0004750227,0.0003891956,0.0007225595,0.0004917257,0.0006826415],"domain_scores_gemma":[0.9960048,0.002915624,0.00007318687,0.0004955042,0.0002021586,0.0003087728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.05202025,0.002373265,0.8817126,0.0003281313,0.001242386,0.001618153,0.004218472,0.000358669,0.03581627,0.00007972748,0.0005998202,0.01963223],"study_design_scores_gemma":[0.002547157,0.005638785,0.9239498,0.00003703237,0.0002601925,0.000001480459,0.003071296,0.001336907,0.0005854697,0.00003223207,0.06242339,0.0001162506],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98158,0.0002242169,0.00002077585,0.007610191,0.00003444348,0.00161076,0.0004013159,0.00001187444,0.008506387],"genre_scores_gemma":[0.9926204,0.001039171,0.0005670124,0.002357625,0.00003356139,0.0007110906,0.00007161712,0.0000102161,0.00258929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06182357,"threshold_uncertainty_score":0.586739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06652657041526677,"score_gpt":0.462554504016209,"score_spread":0.3960279336009422,"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."}}