{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004256013,0.0001427668,0.000253495,0.001011661,0.0003115605,0.0005226732,0.0002304691,0.00026346,0.001564042],"category_scores_gemma":[0.00276021,0.00008656558,0.0003182698,0.0007384701,0.0003079785,0.0003755965,0.0003873145,0.0002194929,0.0001670951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000243212,"about_ca_system_score_gemma":0.0002948123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001054468,"about_ca_topic_score_gemma":0.001200083,"domain_scores_codex":[0.9996209,0.00008786961,0.00006651838,0.00005296838,0.000081281,0.0000904192],"domain_scores_gemma":[0.9977043,0.0004610098,0.001287373,0.00006170216,0.0001619166,0.0003237084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004835731,0.000008586763,0.9989138,0.000004831764,0.000008568856,0.0002478546,0.00001737763,0.00001436164,0.00005110512,0.000006248231,0.00002415214,0.0006547541],"study_design_scores_gemma":[0.000003563558,0.0001406439,0.9965492,0.000008120927,0.00001392736,0.002846738,0.000172957,0.0001143982,0.00006188882,0.00002039316,0.00006468331,0.000003457011],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993027,0.0002628562,0.00003474968,0.0000216629,0.000002773035,0.000003940065,0.000124949,0.000001835378,0.0002444054],"genre_scores_gemma":[0.9996995,0.00008690957,0.00002100187,0.000005691475,0.000007442653,0.000002888483,0.0001496163,4.618431e-7,0.00002654159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001564042,"threshold_uncertainty_score":0.005232275,"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."}}