{"id":"W4372270566","doi":"10.1136/jnnp-2023-331166","title":"Multidisciplinary consensus guideline for the diagnosis and management of spontaneous intracranial hypotension","year":2023,"lang":"en","type":"review","venue":"Journal of Neurology Neurosurgery & Psychiatry","topic":"Neurosurgical Procedures and Complications","field":"Medicine","cited_by":108,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"National Institute for Health and Care Research","keywords":"Medicine; Guideline; Multidisciplinary approach; Intensive care medicine; Delphi method; Medical diagnosis; Medical physics; Radiology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03198687,0.001943045,0.003044921,0.008657423,0.002069979,0.00374052,0.007195948,0.01095791,0.004089254],"category_scores_gemma":[0.06987289,0.001176644,0.005238563,0.005254067,0.001548583,0.00312816,0.004157594,0.008300048,0.003678028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007980845,"about_ca_system_score_gemma":0.03478417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01414501,"about_ca_topic_score_gemma":0.01933387,"domain_scores_codex":[0.9457473,0.02529757,0.01549603,0.001802021,0.01004756,0.00160955],"domain_scores_gemma":[0.9404228,0.01518367,0.005774651,0.001447262,0.0343498,0.002821795],"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":[0.0001359383,0.0003745684,0.002493774,0.03082272,0.0006687424,0.002307573,0.002562504,0.003151515,0.001758524,0.01646649,0.6271119,0.3121458],"study_design_scores_gemma":[0.0006634578,0.0003082743,0.006105637,0.1371029,0.001367957,0.004237169,0.001288241,0.003716433,0.001060531,0.01911118,0.8248139,0.0002243616],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.007445375,0.2675531,0.1573365,0.3925943,0.03622734,0.02918384,0.0095538,0.001439779,0.09866597],"genre_scores_gemma":[0.05789426,0.1584285,0.6293198,0.07634705,0.006218865,0.02889856,0.02564158,0.0003534513,0.01689794],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.03198687,"threshold_uncertainty_score":0.1691648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08104819559379862,"score_gpt":0.3718939686165314,"score_spread":0.2908457730227328,"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."}}