{"id":"W3194774327","doi":"10.3174/ajnr.a7253","title":"Patient-Relevant Deficits Dictate Endovascular Thrombectomy Decision-Making in Patients with Low NIHSS Scores with Medium-Vessel Occlusion Stroke","year":2021,"lang":"en","type":"article","venue":"American Journal of Neuroradiology","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Foothills Medical Centre; University of Calgary","funders":"","keywords":"Medicine; Stroke (engine); Occlusion; Endovascular treatment; Physical medicine and rehabilitation; Radiology; Emergency medicine; Surgery; Aneurysm","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":[0.001775694,0.0002407523,0.000175879,0.0005334456,0.0003586234,0.0009795934,0.0003206833,0.0007809876,0.00420557],"category_scores_gemma":[0.01438712,0.0002020919,0.0006569464,0.0004434919,0.0004569959,0.0004777145,0.000550556,0.0007847433,0.0003774981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002559945,"about_ca_system_score_gemma":0.0004680478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002266948,"about_ca_topic_score_gemma":0.002558055,"domain_scores_codex":[0.998696,0.0007201367,0.0001374204,0.0001117042,0.0001443238,0.000190457],"domain_scores_gemma":[0.9903785,0.004560737,0.003761929,0.0002613229,0.0002610683,0.0007764681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001027285,0.00007638284,0.9987401,0.000006586103,0.00002070524,0.0000398092,0.0001504072,0.00004024022,0.00002900745,0.00001342649,0.00004770812,0.0007329431],"study_design_scores_gemma":[0.0000160788,0.0001985796,0.9966964,0.00002652224,0.00003251429,0.0002435081,0.001638668,0.0008480283,0.00006032925,0.00009869132,0.0001331278,0.000007551006],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995634,0.00002952754,0.00002059706,0.00009146572,0.000003130755,0.000003529674,0.00002060649,5.274385e-7,0.0002672864],"genre_scores_gemma":[0.9998668,0.00001646078,0.00003247866,0.00002122516,0.000004056571,0.0000020559,0.00002326242,2.595719e-7,0.00003331299],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00420557,"threshold_uncertainty_score":0.01406896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003746406556198744,"score_gpt":0.2243619327187742,"score_spread":0.2206155261625755,"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."}}