{"id":"W4236452377","doi":"10.1148/radiol.2016132793","title":"Case 234","year":2016,"lang":"en","type":"article","venue":"Radiology","topic":"Spinal Fractures and Fixation Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Myelopathy; Cervical spine; Radiology; Surgery; Spinal cord","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":[0.00004909295,0.00003604046,0.00009236524,0.00003435874,0.00001562646,8.102473e-7,0.0000172069,0.00006490691,0.0005689578],"category_scores_gemma":[0.0000727642,0.00001867548,0.00002852857,0.00002368903,0.00004026132,0.00001353662,0.000006219722,0.00003457472,0.00007221166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001946828,"about_ca_system_score_gemma":0.00001179546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000104071,"about_ca_topic_score_gemma":0.000001272079,"domain_scores_codex":[0.999738,0.00001213643,0.00006736332,0.00007933246,0.00002151774,0.00008164279],"domain_scores_gemma":[0.9997706,0.00003558479,0.00001934158,0.0001133665,0.00001963282,0.00004147172],"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":[0.0004894697,0.0001145974,0.05849448,0.00003524956,0.000116388,0.02198286,0.0001496079,1.178723e-7,0.1882133,0.0526974,0.1746138,0.5030928],"study_design_scores_gemma":[0.00177984,0.001648168,0.04773339,0.00004254803,0.00005423219,0.2392166,0.00002693241,0.00001394733,0.03670875,0.005601467,0.6669931,0.0001810115],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9625201,0.0002888724,0.01834024,0.008637893,0.0001594644,0.0001487917,0.000003816278,0.0001932844,0.009707576],"genre_scores_gemma":[0.9958273,0.00005535006,0.001201164,0.001228596,0.0001880274,0.000006816402,0.000001374283,0.000004803748,0.001486634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5029117,"threshold_uncertainty_score":0.6229689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02167552080372153,"score_gpt":0.3072385887091638,"score_spread":0.2855630679054423,"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."}}