{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009017501,0.002216572,0.01404528,0.006679005,0.0006963723,0.00241565,0.001814295,0.001942561,0.002443189],"category_scores_gemma":[0.01953405,0.001108153,0.02813036,0.008408777,0.000559528,0.001212494,0.001191342,0.001241732,0.0002075563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001930193,"about_ca_system_score_gemma":0.003519053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006932677,"about_ca_topic_score_gemma":0.01305346,"domain_scores_codex":[0.9939145,0.002559723,0.001779414,0.0007652154,0.0007328005,0.0002483332],"domain_scores_gemma":[0.9877987,0.008649597,0.001963294,0.0004063255,0.000992705,0.0001894022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002065944,0.00004401454,0.01749613,0.3674841,0.5959406,0.0001929262,0.0000922583,0.000645551,0.0002833529,0.0001311145,0.0007145604,0.01490939],"study_design_scores_gemma":[0.0003373502,0.000186432,0.009064595,0.01777763,0.9706638,0.0001137729,0.00004008343,0.0002354336,0.0001112779,0.000121592,0.00132475,0.00002317675],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006527609,0.9920041,0.0003634969,0.0001722064,0.0001001929,0.0001544115,0.0005158382,0.00001457229,0.0001476388],"genre_scores_gemma":[0.2128203,0.781759,0.001931235,0.0007138657,0.0003250381,0.0009332896,0.001245331,0.00001831467,0.0002536021],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01404528,"threshold_uncertainty_score":0.04768968,"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."}}