{"id":"W112752548","doi":"10.1017/s031716710005160x","title":"Decompressive Craniectomy in Stroke","year":2010,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Decompressive craniectomy; Stroke (engine); Medicine; Traumatic brain injury; Engineering","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":[0.00008034908,0.000536167,0.0003566424,0.0005464723,0.0008076089,0.0004038434,0.0003019281,0.0008749553,0.002958752],"category_scores_gemma":[0.0008193275,0.0001274252,0.0002310238,0.0004777874,0.0003821671,0.0003336215,0.0002891804,0.0008777752,0.000622004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004771106,"about_ca_system_score_gemma":0.0007623608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003191438,"about_ca_topic_score_gemma":0.006281536,"domain_scores_codex":[0.9998857,0.000008290982,0.00001471681,0.00001347244,0.000025649,0.00005228641],"domain_scores_gemma":[0.9997931,0.00004033389,0.00005177586,0.000009850546,0.00001741631,0.00008757217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004061502,0.00008938235,0.04160744,0.00007937793,0.0000202779,0.943418,0.0001560555,0.00008846748,0.002692469,0.0002569823,0.002412134,0.008773157],"study_design_scores_gemma":[0.00008339271,0.0003352719,0.1141262,0.00005450065,0.00002474935,0.8800908,0.0004222858,0.0002248949,0.0009190226,0.000499816,0.003204918,0.00001420444],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9564813,0.007856189,0.0004381548,0.005958647,0.0004851565,0.0001730758,0.0006467359,0.0000739523,0.02788678],"genre_scores_gemma":[0.9944008,0.002398903,0.000189471,0.000781783,0.000533357,0.00001548029,0.000337625,0.00000597446,0.001336654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003191438,"threshold_uncertainty_score":0.009898007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0226453785140666,"score_gpt":0.2775088103889753,"score_spread":0.2548634318749087,"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."}}