{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000208813,0.0001883889,0.0005143665,0.0003282947,0.0000211886,0.000006391231,0.0001593684,0.0001647637,0.00003268513],"category_scores_gemma":[0.0004521744,0.0001737383,0.0001911473,0.000361891,0.0001025111,0.00006008001,0.0001637457,0.0001864256,0.00002035113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006741637,"about_ca_system_score_gemma":0.00009468055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003031118,"about_ca_topic_score_gemma":2.343432e-7,"domain_scores_codex":[0.9984714,0.00000781764,0.000442141,0.0003618017,0.0003624838,0.0003543194],"domain_scores_gemma":[0.9986677,0.0001023967,0.0002086768,0.000597727,0.0002665933,0.0001569249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009439741,0.000188986,0.03033547,0.0001030766,0.0003827895,0.0001027384,0.00004009673,0.000006565846,0.2551886,0.0001520794,0.7075595,0.004996103],"study_design_scores_gemma":[0.003473005,0.0006910502,0.002385812,0.00008689118,0.0006803091,0.0001464593,0.00016629,0.0002643183,0.4844374,0.00004754525,0.5073707,0.0002502239],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844601,0.0002300383,0.000596082,0.002791819,0.0006937534,0.000705083,0.0001102958,0.0001663153,0.01024656],"genre_scores_gemma":[0.9784286,0.00006465359,0.003090565,0.001152179,0.0001771679,0.0001033979,0.00005792962,0.00006241319,0.01686309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2292488,"threshold_uncertainty_score":0.7084841,"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."}}