{"id":"W4394601228","doi":"10.1212/wnl.0000000000204398","title":"The Effects of Concomitant Traumatic Brain Injury (TBI) on the Epidemiology of Spinal Cord Injury (SCI), Access to Treatment Services, and Outcomes After Acute Traumatic SCI: A Propensity-score Matched Cohort Study Using Data from a Canadian National Registry (P7-11.011)","year":2024,"lang":"en","type":"article","venue":"Neurology","topic":"Spinal Cord Injury Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Praxis Spinal Cord Institute; Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"Concomitant; Traumatic brain injury; Medicine; Epidemiology; Spinal cord injury; Cohort study; Propensity score matching; Cohort; Injury prevention; Poison control; Physical therapy; Internal medicine; Emergency medicine; Psychiatry; Spinal cord","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":true,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001624922,0.0005073333,0.0004615566,0.002175018,0.001306117,0.0009277805,0.0009863793,0.000649614,0.001242624],"category_scores_gemma":[0.006377114,0.0003964161,0.001345692,0.004173081,0.0005053161,0.0006169692,0.001164101,0.0009109089,0.000152558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003376237,"about_ca_system_score_gemma":0.008851361,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6475586,"about_ca_topic_score_gemma":0.7099986,"domain_scores_codex":[0.9977854,0.0003349279,0.0002664762,0.0003912535,0.0006280227,0.0005939266],"domain_scores_gemma":[0.9964237,0.000311649,0.001697171,0.0003913433,0.0006815237,0.0004946228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000135011,0.00003300116,0.9984927,0.00001098198,0.0002405494,0.00002388822,0.0000518635,0.00003550961,0.00004979731,0.00003358111,0.0001197732,0.000773223],"study_design_scores_gemma":[0.000007816643,0.00004331402,0.9994957,0.000004984916,0.00007289252,0.0000466469,0.0000784763,0.000106805,0.00001514208,0.00001353327,0.0001106028,0.00000409415],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966106,0.0004867796,0.0001429005,0.00009006012,0.00001402077,0.00005032872,0.001971983,0.000006176005,0.000627143],"genre_scores_gemma":[0.9979376,0.0002324143,0.000165801,0.00004401273,0.00001478872,0.00002027378,0.001380889,0.0000035915,0.0002007538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3524414,"threshold_uncertainty_score":0.709034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1804373477970069,"score_gpt":0.4450050941562949,"score_spread":0.264567746359288,"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."}}