{"id":"W4211044992","doi":"10.1177/19418744211073389","title":"Progressive Myelopathy With Acute Worsening After Steroids and Lumbar Puncture","year":2022,"lang":"en","type":"article","venue":"The Neurohospitalist","topic":"Cervical and Thoracic Myelopathy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Myelopathy; Transverse myelitis; Lumbar; Lumbar puncture; Neurosurgery; Neuroradiology; Surgery; Neurology; Radiology; Hyperintensity; Magnetic resonance imaging; Spinal cord; Cerebrospinal fluid; 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":[0.0001323479,0.0002128332,0.0002548349,0.00004285137,0.0003341598,0.00005379041,0.0001462801,0.00003009783,0.0005224596],"category_scores_gemma":[0.00001529913,0.0001177955,0.00006063884,0.0002824509,0.0001944511,0.00006395562,0.000342003,0.0005103078,0.00001191881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002711681,"about_ca_system_score_gemma":0.00003950009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001156285,"about_ca_topic_score_gemma":0.000003741211,"domain_scores_codex":[0.9986597,0.00009168039,0.0001678467,0.0003557522,0.0004299867,0.0002950605],"domain_scores_gemma":[0.9993113,0.00002866232,0.00007942912,0.0003915591,0.0000465511,0.0001425527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02052311,0.001981785,0.4355679,0.0009755247,0.002277914,0.1377795,0.03683854,0.00007607116,0.006547487,0.002682394,0.005561427,0.3491884],"study_design_scores_gemma":[0.002736535,0.004452035,0.9382883,0.0001141385,0.001168506,0.01451717,0.00140063,0.000245541,0.0005011876,0.0007852269,0.03512445,0.0006663043],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887147,0.0009354088,0.00001380045,0.008110895,0.0001809705,0.0005863521,0.00003316227,0.00009109097,0.001333608],"genre_scores_gemma":[0.9938554,0.00002190045,0.0001297816,0.003485753,0.0001709419,0.0002758934,0.00002345363,0.00004330409,0.001993638],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5027204,"threshold_uncertainty_score":0.5720567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003298724955712018,"score_gpt":0.2084247502483695,"score_spread":0.2051260252926575,"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."}}