{"id":"W2197213946","doi":"10.1227/neu.0000000000000826","title":"Added Benefit of Stent Retriever Technology for Acute Ischemic Stroke","year":2015,"lang":"en","type":"article","venue":"Neurosurgery","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Calgary Laboratory Services; University of Toronto; St. Michael's Hospital","funders":"National Institute of Neurological Disorders and Stroke","keywords":"Medicine; Stroke (engine); Ischemic stroke; Stent; Cardiology; Surgery; Ischemia","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.009823569,0.001209641,0.003005653,0.001759421,0.000209284,0.001910498,0.0006934204,0.001711381,0.006352794],"category_scores_gemma":[0.01852864,0.0004087135,0.009078961,0.0009227897,0.0006709932,0.0008035019,0.0008352992,0.001354002,0.0005398057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000574819,"about_ca_system_score_gemma":0.0006041442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000559645,"about_ca_topic_score_gemma":0.000753844,"domain_scores_codex":[0.9912897,0.00542985,0.00115621,0.0006860018,0.001182751,0.000255475],"domain_scores_gemma":[0.9843247,0.01025412,0.00350625,0.0006796996,0.0009252483,0.0003100475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.2650675,0.00189757,0.07097898,0.05198637,0.1946278,0.0008630901,0.0003127599,0.002288078,0.009323191,0.001344775,0.003210667,0.3980992],"study_design_scores_gemma":[0.05685001,0.1014307,0.3336419,0.007774159,0.4615394,0.003129646,0.0003203845,0.003374402,0.009710262,0.004628785,0.01737398,0.0002262979],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5317158,0.4442611,0.004379823,0.003818947,0.001489833,0.000790407,0.002516351,0.0001805036,0.01084713],"genre_scores_gemma":[0.960913,0.03296413,0.00218517,0.0009613666,0.001526911,0.0001605305,0.0006152596,0.00001855918,0.0006550897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009823569,"threshold_uncertainty_score":0.05195266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02903586521686861,"score_gpt":0.2768572241843503,"score_spread":0.2478213589674817,"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."}}