{"id":"W4206772221","doi":"10.1017/cjn.2021.421","title":"P.145 Perceived Limits of Endovascular Treatment for Secondary Medium Vessel Occlusion Stroke","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Calgary Laboratory Services","funders":"","keywords":"Medicine; Occlusion; Stroke (engine); Logistic regression; Thrombus; Embolization; Endovascular treatment; Emergency medicine; Internal medicine; Surgery; Aneurysm","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":[0.003181903,0.0001575372,0.0002455862,0.0003475215,0.0006703897,0.001460094,0.0004518983,0.0008157919,0.0215934],"category_scores_gemma":[0.03781983,0.0001109031,0.0005182078,0.0003869119,0.00107182,0.00134595,0.0007751982,0.001648056,0.00110308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007413692,"about_ca_system_score_gemma":0.001311687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002520708,"about_ca_topic_score_gemma":0.001512725,"domain_scores_codex":[0.9964413,0.002113375,0.0001841842,0.0002047378,0.0008386871,0.0002175796],"domain_scores_gemma":[0.9784887,0.01187529,0.005996244,0.0003461606,0.001544157,0.001749421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005369642,0.0006346967,0.7032663,0.00132982,0.00034038,0.001117527,0.01624334,0.0005436921,0.0002714252,0.009935626,0.1129774,0.1528027],"study_design_scores_gemma":[0.0001794152,0.001234764,0.8644037,0.004807888,0.0002013244,0.005594075,0.02998742,0.001702967,0.0002325591,0.01528402,0.0762677,0.0001042129],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7260563,0.01875399,0.003467492,0.1679963,0.002445848,0.0001409969,0.001364577,0.00005367625,0.07972085],"genre_scores_gemma":[0.9888688,0.00259922,0.0003515652,0.006222366,0.0006030561,0.00004217745,0.0001199781,0.00001048518,0.001182291],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0215934,"threshold_uncertainty_score":0.07223707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03753775966948451,"score_gpt":0.2802025084009853,"score_spread":0.2426647487315008,"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."}}