{"id":"W4322493698","doi":"10.7759/cureus.35525","title":"Clinical Outcome and Recurrence Risk of Chronic Subdural Hematoma After Surgical Drainage","year":2023,"lang":"en","type":"article","venue":"Cureus","topic":"Neurosurgical Procedures and Complications","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg; University of Manitoba; Health Sciences Centre; Manitoba Health","funders":"","keywords":"Medicine; Surgery; Retrospective cohort study; Chronic subdural hematoma; Hematoma; Incidence (geometry); Subdural space; Population","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002737042,0.0001002193,0.0003144616,0.0000348389,0.0000449315,0.000008461539,0.0000842431,0.00007914167,0.0001481556],"category_scores_gemma":[0.000247378,0.00007624728,0.0001404848,0.0002333575,0.0001831717,0.0000368069,0.0001032879,0.0002457792,0.00009287296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001579801,"about_ca_system_score_gemma":0.00004113643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007757842,"about_ca_topic_score_gemma":0.000007887053,"domain_scores_codex":[0.998894,0.00005503733,0.000425168,0.0002721503,0.000157348,0.0001963384],"domain_scores_gemma":[0.9990863,0.0002792731,0.00009064212,0.0003262045,0.00005224152,0.0001654016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002838042,0.0003728374,0.9777232,0.00036482,0.00006945254,0.0004489643,0.00007103886,0.00000136196,0.0001121682,0.006412036,0.002294932,0.01184533],"study_design_scores_gemma":[0.001302741,0.0004549574,0.9720485,0.0000804898,0.00009445616,0.000231029,0.00001915396,0.0008815824,0.00004346001,0.001551322,0.02316889,0.0001234475],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953571,0.001501787,0.00002702674,0.000999366,0.0001460973,0.0002067511,0.0000238618,0.0000891728,0.001648822],"genre_scores_gemma":[0.9980788,0.0008059808,0.00005409098,0.00008629826,0.0001643132,0.00003094236,0.000008928208,0.00001224587,0.0007583894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02087396,"threshold_uncertainty_score":0.3109274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04666806648865626,"score_gpt":0.3819411707953065,"score_spread":0.3352731043066502,"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."}}