{"id":"W4310463045","doi":"10.1089/neu.2022.0410","title":"Evolving Profile of Acute Spinal Cord Injury Demographics, Outcomes, and Surgical Treatment in North America: Analysis of a Prospective Multi-Center Dataset of 989 Patients","year":2022,"lang":"en","type":"article","venue":"Journal of Neurotrauma","topic":"Spinal Cord Injury Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Spinal cord injury; Incidence (geometry); Injury Severity Score; Medical record; Epidemiology; Trauma center; Injury prevention; Poison control; Internal medicine; Emergency medicine; Spinal cord; Retrospective cohort study","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":[0.001988024,0.0003651684,0.0009104732,0.001581541,0.0006860168,0.001048405,0.0009496685,0.0004421407,0.001138464],"category_scores_gemma":[0.004459415,0.0003982174,0.0006497323,0.004603295,0.0003151655,0.0007786594,0.00144906,0.0007449775,0.0003142926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001098824,"about_ca_system_score_gemma":0.001794136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0497593,"about_ca_topic_score_gemma":0.08110552,"domain_scores_codex":[0.9977665,0.0005180895,0.0004619921,0.0006573644,0.0003655306,0.0002305144],"domain_scores_gemma":[0.9947444,0.0007153823,0.002505314,0.0005544784,0.001006112,0.0004743474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009300271,0.00002813364,0.996795,0.00004922258,0.0001575884,0.00005196556,0.0001451049,0.00007827872,0.00008028636,0.00002363796,0.001460668,0.001037096],"study_design_scores_gemma":[0.00001167349,0.00002261607,0.9985535,0.00002750146,0.00003881869,0.0001209796,0.0003019228,0.0002426051,0.00002385764,0.00001963394,0.0006313348,0.000005513412],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9721431,0.0006074479,0.0002259735,0.000249844,0.000020169,0.00005282798,0.02613719,0.0000197691,0.0005437589],"genre_scores_gemma":[0.9576871,0.0005281941,0.0005482697,0.0002466831,0.00004459225,0.0002242356,0.04045864,0.00001433143,0.0002479963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0497593,"threshold_uncertainty_score":0.09893936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06954430482861845,"score_gpt":0.4053626298903225,"score_spread":0.3358183250617041,"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."}}