{"id":"W2344857626","doi":"10.1227/neu.0000000000000946","title":"Optimal Timing of Surgical Decompression for Acute Traumatic Central Cord Syndrome","year":2015,"lang":"en","type":"review","venue":"Neurosurgery","topic":"Spinal Cord Injury Research","field":"Medicine","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Toronto Western Hospital; University Health Network","funders":"","keywords":"Medicine; Spinal cord injury; Surgery; Intensive care unit; Injury Severity Score; Evidence-based medicine; Anesthesia; Injury prevention; Spinal cord; Poison control; Emergency medicine; Internal medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006926674,0.0004815561,0.003643041,0.0004888386,0.00005839352,0.0000298265,0.0003029388,0.0003750418,0.0001874662],"category_scores_gemma":[0.0003221453,0.0003666032,0.001276023,0.0004707649,0.000126518,0.00008421158,0.0001558111,0.0007196417,0.00004045307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001513426,"about_ca_system_score_gemma":0.0009093215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003850339,"about_ca_topic_score_gemma":1.004498e-7,"domain_scores_codex":[0.9962819,0.0002531363,0.001240267,0.0005920467,0.0008531041,0.0007795788],"domain_scores_gemma":[0.9970386,0.001078441,0.0004869033,0.0006465621,0.000230331,0.0005191656],"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":[0.002663082,0.000392916,0.00004961095,0.04889229,0.0004772603,0.003922225,0.000009961294,0.000002207992,0.00001577056,0.000008565289,0.02350293,0.9200632],"study_design_scores_gemma":[0.000720687,0.002718076,0.00005948418,0.01732401,0.002042462,0.007476092,0.000004360806,0.0002646091,0.00001098506,0.000002987379,0.9690672,0.0003090602],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.009847958,0.98567,0.00006684788,0.0000516723,0.001159723,0.002553502,0.0002148419,0.00008722605,0.0003482841],"genre_scores_gemma":[0.0003294721,0.9967978,0.0009284565,0.00002146547,0.0002468404,0.0002190759,0.0003044599,0.0001570771,0.0009953424],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9455643,"threshold_uncertainty_score":0.9998786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2204643719232791,"score_gpt":0.4743069149451934,"score_spread":0.2538425430219143,"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."}}