{"id":"W2946328100","doi":"10.7759/cureus.4649","title":"Catheter-based Minimally Invasive Evacuation of Extensive Spinal Epidural Abscess: A Technical Report","year":2019,"lang":"en","type":"article","venue":"Cureus","topic":"Infectious Diseases and Tuberculosis","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital de l'Enfant-Jésus","funders":"","keywords":"Medicine; Catheter; Surgery; Abscess; Epidural abscess; Drainage; Radiology","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":[0.0001288837,0.0001292743,0.0003032521,0.00006762143,0.00002667651,0.000007258241,0.00006364116,0.0001031824,0.000360679],"category_scores_gemma":[0.0004007698,0.0001082697,0.0002210529,0.0001226745,0.00006102474,0.00006273954,0.00002601719,0.000109958,0.00008388712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001094216,"about_ca_system_score_gemma":0.0003209424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000153531,"about_ca_topic_score_gemma":0.00003942456,"domain_scores_codex":[0.9989291,0.00002362621,0.0003390182,0.0002625995,0.0002711512,0.000174536],"domain_scores_gemma":[0.9987961,0.00004782226,0.0002015137,0.0004286945,0.0004238495,0.0001020329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002664428,0.003354703,0.5723843,0.001364226,0.0005105104,0.001539527,0.0002712067,0.00008641799,0.4107211,0.0007589526,0.00441501,0.001929646],"study_design_scores_gemma":[0.003415941,0.005318861,0.9431502,0.0007527367,0.0008009376,0.001125528,0.0001973265,0.0003921964,0.04318306,0.0003800247,0.0009080308,0.0003751679],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940051,0.0002685857,0.0000711384,0.0006075757,0.0001662299,0.0005324785,0.00001031279,0.00005252696,0.004286067],"genre_scores_gemma":[0.9986771,0.00001366172,0.0004431438,0.0004889202,0.0001063798,0.00003114566,0.00006079101,0.00001886134,0.0001599928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3707659,"threshold_uncertainty_score":0.4415109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01577092578114419,"score_gpt":0.2971788517374955,"score_spread":0.2814079259563513,"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."}}