{"id":"W4411659939","doi":"10.1016/j.jnrt.2025.100227","title":"Serum biomarkers in the diagnosis and prognosis of traumatic spinal cord injury: A systematic review and meta-analysis","year":2025,"lang":"en","type":"review","venue":"Journal of Neurorestoratology","topic":"Spinal Cord Injury Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Meta-analysis; Medicine; Spinal cord injury; Systematic review; Spinal cord; MEDLINE; Internal medicine; Biology; Psychiatry","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":[],"consensus_categories":[],"category_scores_codex":[0.003094017,0.0004758975,0.01294273,0.00224146,0.00004288641,0.00003386272,0.0005543664,0.0002375074,0.0000456647],"category_scores_gemma":[0.003277761,0.0002434932,0.002066567,0.003268157,0.0002921731,0.00008710671,0.0001275196,0.001041642,0.000001430983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006733445,"about_ca_system_score_gemma":0.0004981261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001336833,"about_ca_topic_score_gemma":0.00001944276,"domain_scores_codex":[0.9922522,0.003476562,0.002953831,0.000360607,0.0006577493,0.0002990849],"domain_scores_gemma":[0.9945437,0.001720695,0.002555183,0.000623396,0.0004006464,0.0001563428],"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":[0.0003064063,0.0001709714,0.0004343144,0.9223865,0.06839219,0.0004986456,0.00001293484,1.343982e-8,1.032708e-7,0.00002490063,0.000536859,0.007236202],"study_design_scores_gemma":[0.0002046362,0.006864856,0.0003620346,0.1060759,0.8790655,0.00305062,0.00004834617,0.000001367567,3.432076e-7,0.00001241799,0.004164564,0.000149462],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006035023,0.9931335,0.000003396292,0.002542675,0.00004375883,0.003609991,0.00004319043,0.000003896741,0.00001608047],"genre_scores_gemma":[0.002128415,0.9965576,0.0001218749,0.0006354927,0.00001370513,0.0005004404,0.000003147976,0.00002375695,0.00001559841],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8163105,"threshold_uncertainty_score":0.9929364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2326974292983595,"score_gpt":0.4844341824317905,"score_spread":0.251736753133431,"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."}}