{"id":"W4400283962","doi":"10.1186/s40621-024-00506-4","title":"Cervical vertebral and spinal cord injuries in rollover occupants","year":2024,"lang":"en","type":"article","venue":"Injury Epidemiology","topic":"Automotive and Human Injury Biomechanics","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Medicine; Rollover (web design); Poison control; Cervical spine; Injury prevention; Crashworthiness; Abbreviated Injury Scale; Cervical vertebrae; Tetraplegia; Spinal cord injury; Crash; Spinal cord; Occupational safety and health; Physical medicine and rehabilitation; Surgery; Injury Severity Score; Medical emergency","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0009529281,0.0002216403,0.000722049,0.0003420453,0.00004800535,0.0000124971,0.00009195795,0.0003007229,0.0004616012],"category_scores_gemma":[0.0005146922,0.0001796494,0.0001086024,0.0002310726,0.0002748757,0.0001149229,0.0001213326,0.0005327961,0.0002824381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009031762,"about_ca_system_score_gemma":0.0001077015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007424221,"about_ca_topic_score_gemma":0.0000283566,"domain_scores_codex":[0.9980785,0.0002247273,0.0005751625,0.0005335161,0.000095467,0.0004926166],"domain_scores_gemma":[0.9991632,0.000337702,0.00005467281,0.0002405426,0.00003104656,0.0001728663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01036605,0.0003077874,0.527336,0.0008467752,0.0003353409,0.0007019203,0.0004467309,3.751847e-7,0.004241247,0.1868794,0.05977368,0.2087647],"study_design_scores_gemma":[0.001066727,0.008105591,0.8289173,0.0005273649,0.0001547679,0.0002934429,0.00009772853,0.002983964,0.0007445886,0.07408741,0.0825653,0.0004558493],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988815,0.003570951,0.0004202443,0.004997034,0.0006504114,0.0002523639,0.00003999164,0.0001477447,0.001106239],"genre_scores_gemma":[0.9922367,0.000296228,0.0006161241,0.005868562,0.0003205631,0.0000191261,0.00002612692,0.00002670231,0.0005898362],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3015812,"threshold_uncertainty_score":0.7325888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06370243364545985,"score_gpt":0.398863728093276,"score_spread":0.3351612944478161,"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."}}