{"id":"W4393928756","doi":"10.1371/journal.pone.0301443","title":"Prevalence and risk factors of early postoperative seizures in patients with glioma: A protocol for meta-analysis and systematic review","year":2024,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Incidence (geometry); Cochrane Library; Glioma; Meta-analysis; MEDLINE; Protocol (science); Cohort study; Risk factor; Internal medicine; Oncology; Pediatrics; Pathology; Alternative medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0560674,0.004292327,0.01624234,0.008904084,0.002014932,0.004811346,0.004048756,0.005859433,0.04181965],"category_scores_gemma":[0.1109777,0.003235583,0.02286136,0.009518493,0.002374827,0.004957439,0.003108278,0.004177704,0.003399282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008004857,"about_ca_system_score_gemma":0.03169772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00410242,"about_ca_topic_score_gemma":0.009010562,"domain_scores_codex":[0.9671026,0.01472853,0.01142489,0.002439187,0.00335139,0.0009533918],"domain_scores_gemma":[0.958038,0.02163797,0.008252458,0.004602489,0.006520106,0.0009488908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.004406219,0.00009435341,0.0007636328,0.946373,0.01778398,0.0002083801,0.0004549843,0.0007031159,0.000530017,0.00156625,0.01466327,0.01245281],"study_design_scores_gemma":[0.05145949,0.002453085,0.01018128,0.587427,0.1945055,0.0005319011,0.000720092,0.002191573,0.001959475,0.01354881,0.1344216,0.0006003471],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001627774,0.01809206,0.004554233,0.001491842,0.0008068114,0.9561532,0.01561292,0.0004178352,0.001243345],"genre_scores_gemma":[0.001984061,0.004078782,0.004509348,0.0004461418,0.0000457858,0.9872386,0.001249788,0.00002127867,0.0004261254],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.0560674,"threshold_uncertainty_score":0.2965162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06199037491112083,"score_gpt":0.3067905639480933,"score_spread":0.2448001890369725,"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."}}