{"id":"W2149967694","doi":"10.1017/cjn.2014.122","title":"Predicting Recurrence after Chronic Subdural Haematoma Drainage","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Neurosurgical Procedures and Complications","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital; University of Alberta","funders":"","keywords":"Medicine; Craniotomy; Surgery; Subdural haematoma; Midline shift; Multivariate analysis; Univariate analysis; Drainage; Risk factor; Computed tomography; Internal medicine","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":[0.0006022887,0.0003066574,0.0004114441,0.001161439,0.0002021059,0.0005361959,0.0002923922,0.0003087243,0.001055731],"category_scores_gemma":[0.005145803,0.0001397005,0.0004045237,0.0005689042,0.0002868333,0.0004139951,0.0004248556,0.0003577489,0.0001760824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002128861,"about_ca_system_score_gemma":0.0003939744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001292637,"about_ca_topic_score_gemma":0.001713383,"domain_scores_codex":[0.9996214,0.00009042717,0.00006728461,0.00004079419,0.00009920303,0.00008089453],"domain_scores_gemma":[0.9969949,0.0009258534,0.001353023,0.00007469687,0.0003254868,0.0003260221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005711824,0.00001038987,0.9974691,0.00001015833,0.00001037661,0.0001475208,0.00001765203,0.00004319545,0.0001021547,0.000003064779,0.00004915174,0.002080239],"study_design_scores_gemma":[0.000009036406,0.0002146548,0.9955633,0.00001887935,0.00003142502,0.002889875,0.0001178172,0.0007086264,0.0002944351,0.0000261792,0.0001206195,0.000005239331],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990864,0.0004137929,0.0001878682,0.00002951592,0.000006767518,0.00001058936,0.00006398591,0.000005997982,0.0001951061],"genre_scores_gemma":[0.9994745,0.0001258723,0.0001963141,0.000007340282,0.00001342397,0.000005199592,0.0001353383,0.000001175765,0.00004080663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001292637,"threshold_uncertainty_score":0.003531754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04861117289557346,"score_gpt":0.2949248669774521,"score_spread":0.2463136940818786,"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."}}