{"id":"W4297499106","doi":"10.1016/j.spinee.2022.09.009","title":"A critical appraisal of clinical practice guidelines on pharmacological treatments for spinal cord injury","year":2022,"lang":"en","type":"review","venue":"The Spine Journal","topic":"Spinal Cord Injury Research","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Impact","funders":"Tianjin Medical University; Department of Education of Shandong Province","keywords":"Medicine; Guideline; Critical appraisal; Quality of evidence; Evidence-based medicine; MEDLINE; Spinal cord injury; Systematic review; Cochrane Library; Evidence-based practice; Intensive care medicine; Methylprednisolone; Alternative medicine; Meta-analysis; Physical therapy; Surgery; Spinal cord; Pathology; Psychiatry","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":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007958701,0.0005929627,0.003211672,0.0003580813,0.0004096019,0.00006500191,0.0009112865,0.0003570986,0.002104357],"category_scores_gemma":[0.08382225,0.0003167049,0.002342582,0.0005468242,0.0004395616,0.0001327375,0.0003622259,0.004276234,0.00006535887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003099161,"about_ca_system_score_gemma":0.002400115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005448607,"about_ca_topic_score_gemma":1.123602e-7,"domain_scores_codex":[0.9918694,0.001499325,0.003558708,0.0005792264,0.001787081,0.0007062277],"domain_scores_gemma":[0.9926516,0.002364376,0.001733715,0.0007112112,0.00190661,0.0006325288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01253229,0.001717257,6.572237e-7,0.001722211,0.001998177,0.0004005613,0.000002335803,1.350975e-7,0.000008106234,0.0003143928,0.05600503,0.9252989],"study_design_scores_gemma":[0.001724011,0.09342538,0.00004403201,0.003589739,0.01197551,0.006045557,0.00006171921,0.00002112189,0.000002821686,0.00004487917,0.8828349,0.0002303786],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001406025,0.98442,0.000301943,0.006778714,0.004045147,0.002319685,0.0001311172,0.00003809252,0.001824711],"genre_scores_gemma":[0.000009706985,0.9746278,0.0156466,0.001396407,0.007065037,0.000340052,0.000043278,0.0001044711,0.0007666792],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9250684,"threshold_uncertainty_score":0.9999285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6042055129741637,"score_gpt":0.7078292304968579,"score_spread":0.1036237175226942,"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."}}