{"id":"W2140464068","doi":"10.1148/radiol.12112152","title":"Extraspinal Findings at Lumbar Spine CT Examinations: Prevalence and Clinical Importance","year":2012,"lang":"en","type":"article","venue":"Radiology","topic":"Hematological disorders and diagnostics","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Medicine; Radiology; Lumbar; Institutional review board; Malignancy; Surgery; Pathology","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":[0.0003905518,0.0001026922,0.0003218764,0.00003153063,0.0000607426,0.000002968471,0.00005193166,0.0001109451,0.0004297319],"category_scores_gemma":[0.00223526,0.00008021915,0.00005548963,0.00006438831,0.000285975,0.0000512416,0.00004815004,0.0001636659,0.00007157438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002820294,"about_ca_system_score_gemma":0.00002109389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000192122,"about_ca_topic_score_gemma":0.000002811016,"domain_scores_codex":[0.9990078,0.00006884285,0.0003233139,0.0002167243,0.00007437128,0.0003089988],"domain_scores_gemma":[0.9992506,0.0002721807,0.00005792881,0.0001651594,0.00002740974,0.0002267287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000201943,0.000164384,0.9912919,0.00007468426,0.00001800005,0.0000701074,0.00002142608,4.141163e-8,0.0001449352,0.003827984,0.003095863,0.001270501],"study_design_scores_gemma":[0.0006780775,0.0005873613,0.9918932,0.00003300665,0.00007338505,0.001798721,0.00001240901,0.0000405581,0.00003744307,0.0001879846,0.004567307,0.00009055654],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876903,0.009379553,0.0001990015,0.0006690368,0.000176444,0.0002201104,0.000003835072,0.00003522533,0.001626483],"genre_scores_gemma":[0.9932305,0.00393171,0.001231142,0.0008707087,0.0001674042,0.00001732468,0.00001551178,0.000008181276,0.0005274898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005540215,"threshold_uncertainty_score":0.4705262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04284947736999186,"score_gpt":0.3541423699489595,"score_spread":0.3112928925789676,"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."}}