{"id":"W3207533538","doi":"10.21037/acr-21-36","title":"Multiple spontaneous cerebrospinal fluid leaks: a rare case report and review of literature","year":2021,"lang":"en","type":"article","venue":"AME Case Reports","topic":"Head and Neck Surgical Oncology","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Cerebrospinal fluid leak; Asymptomatic; Cerebrospinal fluid; Skull; Leak; Surgery; Craniosynostosis; Prospective cohort study; Internal medicine","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":[0.0005136732,0.0001846983,0.0008521629,0.00005096869,0.00006290423,0.00001126158,0.00001174315,0.000179471,0.00035868],"category_scores_gemma":[0.002708491,0.0001484799,0.0001932415,0.0002955258,0.00009048704,0.00005533434,0.00006467842,0.0002833601,0.000002822349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005732647,"about_ca_system_score_gemma":0.0004166853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001376868,"about_ca_topic_score_gemma":0.00009386512,"domain_scores_codex":[0.9979863,0.00009980603,0.0009396899,0.0005076509,0.0002240554,0.0002424575],"domain_scores_gemma":[0.997981,0.000179522,0.000325482,0.000675189,0.0005057672,0.0003330439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00006718218,0.0001551501,0.002340519,0.004334405,0.00005364046,0.9852021,0.0001064301,8.983631e-8,0.001318744,0.000009351692,0.002056297,0.004356097],"study_design_scores_gemma":[0.0004206001,0.0002731042,0.0003811748,0.006448109,0.0001954471,0.9024299,0.00006485378,0.000009203422,0.001038929,0.00001191417,0.0885985,0.0001282433],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9097149,0.0863383,0.000005855803,0.001052798,0.0002065102,0.0003571307,0.00001716095,0.00003981359,0.002267472],"genre_scores_gemma":[0.987655,0.007561829,0.0007073296,0.001539805,0.000171819,0.00001943201,0.0001415888,0.0000236035,0.00217953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08654221,"threshold_uncertainty_score":0.6054833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0148567789536958,"score_gpt":0.2993532807314191,"score_spread":0.2844965017777233,"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."}}