{"id":"W4361274368","doi":"10.1016/j.cjtee.2023.03.007","title":"Pressure ulcers and acute risk factors in individuals with traumatic spinal fractures with or without spinal cord injuries: A prospective analysis of the National Spinal Column/Cord Injury Registry of Iran (NSCIR-IR) data","year":2023,"lang":"en","type":"article","venue":"Chinese Journal of Traumatology","topic":"Pressure Ulcer Prevention and Management","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Tehran University of Medical Sciences and Health Services","keywords":"Medicine; Spinal cord injury; Spinal cord; Spinal column; Surgery; Prospective cohort study; Anesthesia","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":[0.001808464,0.0003429995,0.001485175,0.001131981,0.0002911218,0.00002259257,0.001001032,0.0002118995,0.0001157916],"category_scores_gemma":[0.0006138793,0.0001779533,0.000162954,0.002117756,0.000509943,0.0004049118,0.0003561162,0.001090648,8.855447e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006719001,"about_ca_system_score_gemma":0.0005628407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003888681,"about_ca_topic_score_gemma":0.003394658,"domain_scores_codex":[0.9959294,0.0008845686,0.001465303,0.0004154081,0.0009196639,0.0003856594],"domain_scores_gemma":[0.9954571,0.0003052507,0.003096593,0.0005972224,0.0004082608,0.0001355963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01377236,0.0002342399,0.9742462,0.0007504678,0.006118083,0.00001568581,0.00293894,0.0001762035,0.0000326368,0.0001252516,0.001096353,0.0004935916],"study_design_scores_gemma":[0.002866619,0.002852693,0.9849314,0.0008743727,0.003142131,0.00004823072,0.0036989,0.0004422323,0.0000183813,0.0005821807,0.0003542305,0.0001886073],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99677,0.0001668458,0.0004465319,0.0005704493,0.0001846588,0.001127085,0.0005476527,0.00002251774,0.0001642557],"genre_scores_gemma":[0.9987679,0.0001150338,0.00072261,0.0001136971,0.0000445722,0.00003768788,0.00003116266,0.00002677902,0.0001406105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01090574,"threshold_uncertainty_score":0.7256725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06396399251394029,"score_gpt":0.4454577500560686,"score_spread":0.3814937575421283,"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."}}