{"id":"W3208884360","doi":"10.21037/apm-21-2884","title":"Risk factors for 30-day readmission in patients with ischemic stroke: a systematic review and meta-analysis","year":2021,"lang":"en","type":"review","venue":"Annals of Palliative Medicine","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Sichuan University","keywords":"Medicine; Confidence interval; Internal medicine; Odds ratio; Stroke (engine); Observational study; Meta-analysis; Atrial fibrillation; Diabetes mellitus; Retrospective cohort study","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.00179759,0.0008813404,0.01787264,0.0007400046,0.00003812395,0.000006957412,0.0002571474,0.0002247122,0.0004870032],"category_scores_gemma":[0.005003912,0.0004364703,0.001876304,0.001357101,0.0001639875,0.0000543676,0.000128637,0.0004782932,0.000002446639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008650668,"about_ca_system_score_gemma":0.0001343378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004671804,"about_ca_topic_score_gemma":0.000005741515,"domain_scores_codex":[0.9949622,0.0005564641,0.002261561,0.0008799147,0.0009439134,0.0003959414],"domain_scores_gemma":[0.9933558,0.001533799,0.002971626,0.001018538,0.0008441531,0.0002760528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0000140499,0.0001481628,0.001037695,0.7436291,0.2443238,0.000009304278,0.0001681545,1.694597e-7,8.227723e-8,0.00000556026,0.009928518,0.0007354203],"study_design_scores_gemma":[0.0007707086,0.0005457274,0.0002700769,0.1797552,0.7659966,3.551372e-7,0.0001232006,0.000002129378,0.000003245832,6.445035e-7,0.05225531,0.0002767226],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003323987,0.9900244,0.0003339652,0.0005620811,0.00001979899,0.008033345,0.0006419752,0.00001603422,0.0003350971],"genre_scores_gemma":[0.00008571524,0.9948572,0.0002694955,0.0005720416,0.000029007,0.0007627723,0.001530903,0.00006887592,0.001823976],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5638738,"threshold_uncertainty_score":0.9998087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1532915453055811,"score_gpt":0.4117095630783895,"score_spread":0.2584180177728084,"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."}}