{"id":"W3139949437","doi":"10.14245/ns.2142256.128","title":"The Beneficial Effect of Early Surgical Decompression for Acute Spinal Cord Injury: Time Is Spine","year":2021,"lang":"en","type":"article","venue":"Neurospine","topic":"Spinal Cord Injury Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; University of Toronto","funders":"","keywords":"Medicine; Surgical decompression; Decompression; Spinal cord injury; SPINE (molecular biology); Surgery; Spinal cord; Anesthesia; Bioinformatics","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":[],"consensus_categories":[],"category_scores_codex":[0.0003944265,0.0002375686,0.0005919811,0.0000819859,0.0002074521,0.00004491934,0.0002520507,0.0001208595,0.0002374859],"category_scores_gemma":[0.0004565186,0.0001553501,0.0003155741,0.0004650153,0.0001466007,0.00006297801,0.0002204646,0.0003914094,0.00006754098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003643386,"about_ca_system_score_gemma":0.0001538531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001084324,"about_ca_topic_score_gemma":0.000001130847,"domain_scores_codex":[0.9978306,0.0001334232,0.0004377198,0.000451974,0.0006620684,0.0004842059],"domain_scores_gemma":[0.9984542,0.000193604,0.0001246061,0.0006185531,0.0004092169,0.0001998813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.1128132,0.0002438986,0.003792473,0.0002568843,0.000190819,0.0004328991,0.000006559374,4.529657e-7,0.718769,0.0001638636,0.006307552,0.1570224],"study_design_scores_gemma":[0.005392991,0.1319258,0.06745734,0.0002766595,0.0004044272,0.0003446211,0.00000247201,0.0009131202,0.7211404,0.00005943322,0.07183775,0.0002449483],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949698,0.0004530182,0.00005737909,0.002664918,0.0003846628,0.0008853161,0.00006091094,0.00005053419,0.0004734799],"genre_scores_gemma":[0.992642,0.0002846637,0.0004481685,0.0003422312,0.0006848539,0.00009776125,0.00004902865,0.00007252376,0.0053788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1567774,"threshold_uncertainty_score":0.6334993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02702242347715146,"score_gpt":0.4124591423500381,"score_spread":0.3854367188728867,"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."}}