{"id":"W3124931748","doi":"10.1136/neurintsurg-2020-017017","title":"Quantified health and cost effects of faster endovascular treatment for large vessel ischemic stroke patients in the Netherlands","year":2021,"lang":"en","type":"article","venue":"Journal of NeuroInterventional Surgery","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Radboud Universitair Medisch Centrum; Universitair Medisch Centrum Groningen; Universiteit Leiden; Leids Universitair Medisch Centrum; Maastricht Universitair Medisch Centrum; CARIM School for Cardiovascular Diseases, Universiteit Maastricht; Hartstichting; Universiteit Maastricht; Medisch Spectrum Twente; Radboud Universiteit; Universiteit van Amsterdam; Amsterdam University Medical Centers","keywords":"Medicine; Stroke (engine); Quality-adjusted life year; Modified Rankin Scale; Population; Emergency medicine; Endovascular treatment; Ischemic stroke; Surgery; Cost effectiveness; Internal medicine","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":[0.0006131367,0.0001200393,0.0004890618,0.0001542297,0.00002775123,0.0000139948,0.00005726806,0.00002851092,0.00001726998],"category_scores_gemma":[0.0003620817,0.00008093385,0.0006114402,0.00009916439,0.00001930563,0.00006280507,0.00003174866,0.0001233573,4.986183e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006446891,"about_ca_system_score_gemma":0.0001204205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004963353,"about_ca_topic_score_gemma":0.000003688961,"domain_scores_codex":[0.998462,0.000161912,0.0006959786,0.0001407332,0.0003534949,0.0001859323],"domain_scores_gemma":[0.9983659,0.0007720952,0.0004707679,0.0001486673,0.0001624628,0.00008012736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001897285,0.006401642,0.8104309,0.002914844,0.001450506,0.0007914099,0.0006066225,0.000005934503,0.01230644,0.00008405377,0.1476751,0.01543521],"study_design_scores_gemma":[0.0170076,0.002891126,0.8343183,0.002517044,0.0004130503,0.0007704942,0.0005196778,0.0001150782,0.01686356,0.00001803109,0.1243873,0.0001787763],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948874,0.0019461,0.0008980356,0.001463027,0.0002784948,0.0004142292,0.00003389374,0.000002256225,0.00007660955],"genre_scores_gemma":[0.9980612,0.0005357554,0.0001899879,0.0006579323,0.000104125,0.00001612416,0.00006688767,0.00001525051,0.0003527493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02388734,"threshold_uncertainty_score":0.3300387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03392560069607332,"score_gpt":0.3000907944414583,"score_spread":0.266165193745385,"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."}}