{"id":"W4404756684","doi":"10.1016/j.bas.2024.104078","title":"Untargeted blood serum proteomics identifies novel proteins related to neurological recovery after human traumatic spinal cord injury","year":2024,"lang":"en","type":"article","venue":"Brain and Spine","topic":"Spinal Cord Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"International Collaboration On Repair Discoveries","funders":"","keywords":"Spinal cord injury; Traumatic brain injury; Spinal cord; Proteomics; Medicine; Traumatic injury; Biology; Surgery; Gene; Biochemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002048309,0.0003314862,0.000341745,0.0004194919,0.0002423273,0.0004310509,0.0002287689,0.0003838651,0.00111696],"category_scores_gemma":[0.0003771889,0.000117825,0.0003062048,0.0003057853,0.0001831108,0.0001833372,0.0002774794,0.0004563773,0.0003051432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001979867,"about_ca_system_score_gemma":0.000247157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007052554,"about_ca_topic_score_gemma":0.00137402,"domain_scores_codex":[0.9998697,0.00001867413,0.000009961248,0.00003468485,0.00003356251,0.00003324377],"domain_scores_gemma":[0.9999002,0.0000189929,0.00002539118,0.000008668673,0.00002911118,0.00001758037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001324299,0.0001614333,0.00702703,0.0001896961,0.00008877471,0.0002934077,0.00006878806,0.0001495971,0.9777093,0.0001045858,0.0005325871,0.01235049],"study_design_scores_gemma":[0.0001431823,0.002018719,0.3836274,0.00006450356,0.0004579328,0.003715676,0.000420519,0.006001474,0.5968029,0.0005241737,0.006179222,0.00004411002],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932188,0.002625911,0.002403159,0.0002120793,0.00009959788,0.000030464,0.00051485,0.00004741018,0.0008477115],"genre_scores_gemma":[0.9923799,0.001181989,0.002731514,0.0002324039,0.00005661829,0.00003380342,0.0008565065,0.00001772118,0.002509465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00111696,"threshold_uncertainty_score":0.003736615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03718356398147084,"score_gpt":0.3631491811127532,"score_spread":0.3259656171312824,"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."}}