{"id":"W2552271250","doi":"10.1136/bmjopen-2016-014390","title":"Hemicraniectomy versus medical treatment with large MCA infarct: a review and meta-analysis","year":2016,"lang":"en","type":"review","venue":"BMJ Open","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":86,"is_retracted":false,"has_abstract":true,"ca_institutions":"Schwartz/Reisman Emergency Medicine Institute; University of Toronto; McMaster University","funders":"","keywords":"Medicine; Modified Rankin Scale; Meta-analysis; Stroke (engine); Cochrane Library; Randomized controlled trial; Confidence interval; Blinding; Middle cerebral artery; Randomization; MEDLINE; Relative risk; Quality of life (healthcare); Internal medicine; Pediatrics; Ischemic stroke; Ischemia","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00136189,0.0007998089,0.01010418,0.0002539563,0.00006190337,0.00005910009,0.0007229274,0.00026422,0.01326381],"category_scores_gemma":[0.0002104471,0.0003582321,0.001916771,0.0007505319,0.00009223213,0.00008818178,0.001117936,0.0002625146,0.0003280751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003145316,"about_ca_system_score_gemma":0.0008017279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007774743,"about_ca_topic_score_gemma":0.00006129558,"domain_scores_codex":[0.9963409,0.0002531789,0.001025296,0.0009864083,0.0009250029,0.0004692515],"domain_scores_gemma":[0.9966962,0.0003224121,0.0006705936,0.001769034,0.00008986954,0.0004519007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001690921,0.0001731871,0.000005945327,0.0384082,0.6593922,0.0006262171,0.00001653582,1.645914e-9,1.419949e-8,0.00004064036,0.07359008,0.2275779],"study_design_scores_gemma":[0.001673874,0.0002250066,3.718354e-7,0.005180394,0.4730094,0.0001256857,0.000003398891,1.861949e-7,1.090941e-7,1.994981e-7,0.5195599,0.0002214851],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[6.588301e-8,0.9387144,0.00004992904,0.004192409,0.00002988155,0.02087321,0.0002563258,0.00003461143,0.03584917],"genre_scores_gemma":[2.707585e-7,0.9641746,0.0007784212,0.002081997,0.0001048476,0.01003463,0.0004057939,0.00007679303,0.0223427],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4459698,"threshold_uncertainty_score":0.999887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2128015626142701,"score_gpt":0.4842946109953037,"score_spread":0.2714930483810337,"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."}}