{"id":"W4206013137","doi":"10.1017/cjn.2021.420","title":"P.144 Patient-relevant deficit dictates EVT decision-making in low NIHSS patients with medium vessel occlusion stroke","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Calgary Laboratory Services","funders":"","keywords":"Medicine; Logistic regression; Stroke (engine); Neurological deficit; Randomized controlled trial; Internal medicine; Emergency medicine; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002665962,0.0003409637,0.0003159516,0.0005302181,0.0004832575,0.001280586,0.0006782225,0.0012896,0.01711135],"category_scores_gemma":[0.02484435,0.0002479945,0.001729141,0.000802815,0.0007216019,0.0008288247,0.0006868558,0.001693582,0.001106652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003732362,"about_ca_system_score_gemma":0.0008519604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003264286,"about_ca_topic_score_gemma":0.002150533,"domain_scores_codex":[0.9977646,0.0013153,0.0001691436,0.0002379533,0.0002875792,0.0002254126],"domain_scores_gemma":[0.9789885,0.01278544,0.006111769,0.0004161847,0.0005703411,0.0011277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004306309,0.0001227917,0.9951773,0.00006056628,0.0001729089,0.00007530683,0.0001983847,0.0001035823,0.00002560754,0.00007756229,0.0005938457,0.002961602],"study_design_scores_gemma":[0.00007710758,0.0006052257,0.9940149,0.0001784792,0.000232645,0.0003804489,0.001329112,0.001907531,0.00005374697,0.0005741721,0.0006309607,0.00001548988],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943292,0.0004697834,0.0002330267,0.002171793,0.00007528155,0.00002188458,0.0003762337,0.000005822911,0.002317122],"genre_scores_gemma":[0.9991898,0.0001012634,0.0001780222,0.0001554542,0.00005872034,0.00001243446,0.00009025978,0.000002693244,0.0002114794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01711135,"threshold_uncertainty_score":0.05724323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01125378796385422,"score_gpt":0.2534843979878302,"score_spread":0.242230610023976,"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."}}