{"id":"W4408880592","doi":"10.3174/ajnr.a8751","title":"Enhancing Clarity in Dynamic Myelography Reporting: Results of a Survey of Patients and Referring Providers Evaluating a Standardized Reporting System in the Myelographic Work-Up of Patients with Suspected Spontaneous Intracranial Hypotension","year":2025,"lang":"en","type":"article","venue":"American Journal of Neuroradiology","topic":"Neurosurgical Procedures and Complications","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Medicine; Myelography; CLARITY; Psychiatry","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003600022,0.0001597482,0.001240356,0.0006287535,0.00004631326,0.000006167207,0.0001430543,0.00005917744,2.674521e-7],"category_scores_gemma":[0.01140059,0.0001080081,0.0001141913,0.001887904,0.0003865573,0.00004603111,0.0000449822,0.0005693084,5.921939e-9],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005553229,"about_ca_system_score_gemma":0.0002486329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000438831,"about_ca_topic_score_gemma":0.0003532396,"domain_scores_codex":[0.9937232,0.001059919,0.004292728,0.0003029464,0.0003954417,0.0002257221],"domain_scores_gemma":[0.9865547,0.001200319,0.01078238,0.0002895286,0.001118473,0.00005458916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01213194,0.0002407702,0.9760954,0.0001749142,0.00006776921,0.0003280589,0.0004144979,0.000126341,0.0042759,0.000005141083,0.000002118727,0.006137125],"study_design_scores_gemma":[0.003621424,0.003394535,0.9905191,0.0007910394,0.00010427,0.0006705147,0.0005331128,0.0002177264,0.00005805968,0.00001876063,0.000001330834,0.00007010273],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990504,0.00006196995,0.0001150138,0.0001306179,0.00007303814,0.0005328615,0.00001255987,0.000006561297,0.00001696581],"genre_scores_gemma":[0.9991901,0.00002312276,0.0006926716,0.00006008434,0.000005269178,0.000005096727,0.00001122845,0.00001194662,4.8461e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0144237,"threshold_uncertainty_score":0.9969268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02335272223027727,"score_gpt":0.2997032759534722,"score_spread":0.2763505537231949,"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."}}