{"id":"W4413776204","doi":"10.1007/s00062-025-01524-5","title":"Health Economic Impact of Incomplete Reperfusion Patterns After Endovascular Thrombectomy in Acute Ischemic Stroke","year":2025,"lang":"en","type":"article","venue":"Clinical Neuroradiology","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Foothills Medical Centre; University of Calgary","funders":"Canadian Institutes of Health Research; Alberta Innovates; Universität Basel","keywords":"Medicine; Stroke (engine); Occlusion; Cardiology; Internal medicine","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":[0.0006730087,0.0002497883,0.001425181,0.0002779726,0.00001991113,0.000004618537,0.0002541266,0.0002130832,0.0002219484],"category_scores_gemma":[0.0002261808,0.0002105468,0.0006358108,0.0001401279,0.000224964,0.0000440973,0.0003567057,0.0006390779,0.00003370616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003552869,"about_ca_system_score_gemma":0.000415173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000358296,"about_ca_topic_score_gemma":0.00004870828,"domain_scores_codex":[0.9970328,0.0003281825,0.001393128,0.00069452,0.00009956027,0.0004518072],"domain_scores_gemma":[0.9981682,0.0004552827,0.0002896067,0.0008999762,0.00003129808,0.0001556099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007278271,0.0001653817,0.9738325,0.00009915743,0.0005561076,0.0001473679,0.00002657167,0.00002345081,0.003260531,0.00001784538,0.01676968,0.004373574],"study_design_scores_gemma":[0.004141073,0.001421123,0.9866653,0.0001426109,0.0001580164,0.00008891007,0.00001329365,0.0007177898,0.0004262813,0.00001302382,0.006083436,0.0001291103],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993614,0.0002759381,0.0002976333,0.003070029,0.0005090145,0.0006573903,0.00007415578,0.00004176705,0.001460033],"genre_scores_gemma":[0.9948394,0.00108015,0.0004200701,0.003146538,0.0001239861,0.00003840573,0.00005354164,0.0000244383,0.0002734781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01283283,"threshold_uncertainty_score":0.8585848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02301992414621067,"score_gpt":0.3751219860738184,"score_spread":0.3521020619276077,"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."}}