{"id":"W4283359772","doi":"10.1017/cjn.2022.211","title":"P.119 Clinical outcome and recurrence rate of chronic subdural hematoma after surgical drainage: a retrospective study","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Neurosurgical Procedures and Complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg","funders":"","keywords":"Medicine; Retrospective cohort study; Surgery; Chronic subdural hematoma; Radiological weapon; Hematoma; Mortality rate; Middle meningeal artery; Embolization","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0006771603,0.0001816038,0.0002658574,0.002017262,0.0003830611,0.0005405394,0.0003634322,0.0003206108,0.002467735],"category_scores_gemma":[0.002416471,0.0001937611,0.0004343159,0.002188122,0.0004115783,0.0007044785,0.0004286023,0.0002905373,0.0004660168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003044075,"about_ca_system_score_gemma":0.0003674244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001396257,"about_ca_topic_score_gemma":0.0008371749,"domain_scores_codex":[0.99942,0.0001187239,0.0001424736,0.00009091129,0.0001616969,0.00006620747],"domain_scores_gemma":[0.9969849,0.0007929443,0.001557265,0.0001074062,0.0003095141,0.0002479445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003187406,0.00001615372,0.9988073,0.00001974249,0.00001243771,0.0002819094,0.00004602264,0.000007855709,0.00003859119,0.000008157045,0.00005566127,0.0006743067],"study_design_scores_gemma":[0.000007924717,0.0002597101,0.9932666,0.00002785609,0.00003089634,0.005350044,0.0005199842,0.0001090315,0.00009788245,0.00002534493,0.0002976986,0.000006976665],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978566,0.0006578508,0.0001120485,0.00003237826,0.000007814205,0.00003254274,0.0005983089,0.000004072339,0.0006984124],"genre_scores_gemma":[0.9991793,0.00023324,0.00006419683,0.00001520439,0.00001358324,0.00002311456,0.0004022385,0.000001739166,0.00006735967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002467735,"threshold_uncertainty_score":0.008255363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0505057002713416,"score_gpt":0.3432223127957776,"score_spread":0.292716612524436,"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."}}