{"id":"W4412555357","doi":"10.7759/cureus.88121","title":"Documenting Cervical Spine Injuries Following Negative MRI Findings: Clinical and Medico-Legal Overview of Dynamic Imaging","year":2025,"lang":"en","type":"review","venue":"Cureus","topic":"Spinal Fractures and Fixation Techniques","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Chiropractic Association","funders":"","keywords":"Medicine; Magnetic resonance imaging; Cervical spine; Whiplash; Radiology; Fluoroscopy; Physical medicine and rehabilitation; Cervical vertebrae; Poison control; Surgery; Medical emergency","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0008296196,0.0004217229,0.002542571,0.0002294688,0.00008646044,0.00004836911,0.0002145316,0.0003674249,0.00011499],"category_scores_gemma":[0.001285496,0.0003201965,0.0008891805,0.0003644638,0.0002000424,0.000153973,0.0002947443,0.0007996522,0.00000295644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001075402,"about_ca_system_score_gemma":0.0003879978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006544223,"about_ca_topic_score_gemma":0.000008499912,"domain_scores_codex":[0.9972636,0.0001422895,0.001426767,0.0005345677,0.0003553738,0.0002774105],"domain_scores_gemma":[0.9984294,0.0003908049,0.0005247731,0.0004080903,0.0001039306,0.0001430507],"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":[0.00001650975,0.00007879553,0.0007299597,0.03060141,0.0005324397,0.00005563665,0.0000659967,5.410788e-9,0.00000102594,0.001131849,0.0009021157,0.9658843],"study_design_scores_gemma":[0.0006543667,0.00025103,0.001472253,0.09682605,0.003926476,0.00005870067,0.00007916373,0.00002796608,0.00001060369,0.0007245466,0.8955857,0.0003831504],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006630615,0.9959409,0.0004499264,0.0003742879,0.0004875403,0.0008751164,0.00002375287,0.0001041038,0.001678128],"genre_scores_gemma":[0.0007748296,0.9940481,0.003997844,0.0003449982,0.0002018084,0.00005194319,0.0001076773,0.00004121972,0.0004316446],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9655011,"threshold_uncertainty_score":0.999925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03725089748132156,"score_gpt":0.4526113305593825,"score_spread":0.415360433078061,"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."}}