{"id":"W4385799594","doi":"10.1007/s00234-023-03188-9","title":"Reply: Diffuse pachymeningeal T2-FLAIR hyperintensity in spontaneous intracranial hypotension: to obviate gadolinium administration or not","year":2023,"lang":"en","type":"letter","venue":"Neuroradiology","topic":"Neurosurgical Procedures and Complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Fluid-attenuated inversion recovery; Hyperintensity; Neuroradiology; Neurology; Gadolinium; Neurosurgery; Radiology; Magnetic resonance imaging; Anesthesia","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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0001870653,0.0005308558,0.001245137,0.0003778108,0.0001221896,0.0000355987,0.0003314536,0.0008186948,0.00009056812],"category_scores_gemma":[0.001222684,0.0004438457,0.0002290645,0.0005074409,0.0001568299,0.00003489284,0.0001771708,0.002942732,0.0004525942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001220666,"about_ca_system_score_gemma":0.000311408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000736036,"about_ca_topic_score_gemma":0.0001065202,"domain_scores_codex":[0.9962281,0.0002840972,0.0009667305,0.00137579,0.000361928,0.0007833723],"domain_scores_gemma":[0.9975272,0.0007367507,0.0002451134,0.001018229,0.0001958912,0.0002768628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.006496727,0.000257894,0.0004395537,0.0002125759,0.00004413772,0.234633,0.0000773748,0.00001754237,0.004966349,0.00002640613,0.7516943,0.001134108],"study_design_scores_gemma":[0.002069773,0.004526398,0.04830812,0.0001495122,0.0001660624,0.1082462,0.00001418885,0.0004614161,0.0001268983,0.000115926,0.8351636,0.0006518848],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.3959804,0.000009324757,0.0000293667,0.6010879,0.001414783,0.0008976356,0.00009590865,0.000306027,0.0001787254],"genre_scores_gemma":[0.2827742,0.00008434873,0.0002178677,0.7088735,0.003961837,0.0001363666,0.0003711897,0.0001322809,0.003448401],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1263868,"threshold_uncertainty_score":0.9998013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05730452105562939,"score_gpt":0.3020410623181671,"score_spread":0.2447365412625377,"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."}}