{"id":"W4393139137","doi":"10.1159/000538093","title":"Pre-Hospital Stroke Triage and Research: Challenges and Opportunities","year":2024,"lang":"en","type":"letter","venue":"Cerebrovascular Diseases","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Foothills Medical Centre; University of Manitoba; University of Calgary; Manitoba Health","funders":"","keywords":"Medicine; Triage; Stroke (engine); Emergency medicine; Medical emergency","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":[0.01959903,0.0009849599,0.00301136,0.001853716,0.007410299,0.01025703,0.003850034,0.05344215,0.01767745],"category_scores_gemma":[0.0623338,0.001150675,0.001800646,0.001972371,0.006527343,0.01306552,0.004664494,0.03993068,0.008447372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007382926,"about_ca_system_score_gemma":0.02576244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01029626,"about_ca_topic_score_gemma":0.03424093,"domain_scores_codex":[0.9847356,0.006484183,0.002467827,0.001218647,0.003074914,0.002018836],"domain_scores_gemma":[0.8989996,0.04608794,0.004117675,0.002409047,0.02513965,0.02324611],"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":[0.0001305836,0.0002739647,0.003243549,0.0003887416,0.00003366539,0.002149589,0.0005194025,0.000165753,0.0002040051,0.005476514,0.9353344,0.05207974],"study_design_scores_gemma":[0.0006824278,0.000458913,0.008485762,0.006623547,0.0001265253,0.007882811,0.01186214,0.001609161,0.0002311515,0.08185662,0.8798283,0.0003526627],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001986862,0.001695131,0.00008029732,0.9925048,0.004395527,0.000007024852,0.00001900166,0.000008623519,0.001090877],"genre_scores_gemma":[0.008026497,0.01152753,0.001919763,0.8322837,0.1425755,0.0001234725,0.0001063362,0.0000323675,0.003404839],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05344215,"threshold_uncertainty_score":0.1036507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08371902749967794,"score_gpt":0.305723160122684,"score_spread":0.222004132623006,"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."}}