{"id":"W6977433874","doi":"10.6084/m9.figshare.c.5058358","title":"Incidence, risk factors, and outcomes of early postoperative hyperglycemia in surgical patients: a protocol for a systematic review and meta-analysis","year":2020,"lang":"en","type":"other","venue":"Figshare","topic":"Data Visualization and Analytics","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Observational study; Incidence (geometry); Protocol (science); Randomized controlled trial; Cohort study; Meta-analysis; MEDLINE; Cohort","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":[0.08951116,0.00627096,0.02108317,0.01360818,0.003124477,0.006596393,0.005730181,0.007637398,0.04279134],"category_scores_gemma":[0.1419353,0.004916091,0.0394607,0.01223661,0.003355384,0.006127539,0.004577172,0.0060126,0.004667116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01188293,"about_ca_system_score_gemma":0.04595995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004758753,"about_ca_topic_score_gemma":0.008893566,"domain_scores_codex":[0.9402375,0.02725238,0.02215126,0.003511163,0.005404522,0.001443194],"domain_scores_gemma":[0.9349377,0.02966624,0.01483901,0.006279451,0.01269569,0.001581967],"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":[0.004426045,0.0001832917,0.0006759402,0.9452597,0.01585863,0.0003927359,0.000613817,0.001069247,0.0006753046,0.002264001,0.01231056,0.01627063],"study_design_scores_gemma":[0.03692547,0.002576714,0.006179718,0.6784065,0.1336535,0.0007134943,0.0008489066,0.002403329,0.001912254,0.01278452,0.123019,0.000576531],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0005796495,0.01000213,0.004278427,0.0007767534,0.0005822082,0.9782753,0.004740742,0.0001957677,0.0005690273],"genre_scores_gemma":[0.0006313843,0.002658265,0.005817891,0.0002915066,0.00003905474,0.9898587,0.0004868873,0.00001096523,0.000205326],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.08951116,"threshold_uncertainty_score":0.4733859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0733675150401843,"score_gpt":0.3598377016094833,"score_spread":0.286470186569299,"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."}}