{"id":"W2606634458","doi":"10.1017/cjn.2015.185","title":"Use of drains versus no drains after burr-hole evacuation of chronic subdural hematoma","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":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Chronic subdural hematoma; Surgery; Perioperative; Exact test; Hematoma; Logistic regression; Midline shift; Retrospective cohort study; Clinical endpoint; Randomized controlled trial; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00199541,0.0002600704,0.0006103943,0.0007286096,0.000575347,0.0002026385,0.0009631119,0.0001559342,0.0001631602],"category_scores_gemma":[0.00425982,0.0001736603,0.0003011638,0.001272535,0.005169217,0.0008458262,0.0000664231,0.0007903576,0.000004495379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002507398,"about_ca_system_score_gemma":0.005405374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008469018,"about_ca_topic_score_gemma":0.01494034,"domain_scores_codex":[0.9962242,0.0004541475,0.001085158,0.000411115,0.0009826109,0.000842722],"domain_scores_gemma":[0.9949405,0.000543323,0.0009383536,0.0002163169,0.001359263,0.00200225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003877653,0.0005131662,0.9519218,0.0001311605,0.0001150952,0.008853542,0.00131664,0.01275277,0.002467244,0.008175637,0.003575226,0.006300023],"study_design_scores_gemma":[0.004092673,0.3927065,0.5105543,0.0003936685,0.0003834249,0.03856881,0.0004388285,0.0187845,0.002143845,0.01504278,0.01592736,0.0009632742],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928736,0.000876079,0.00004293357,0.00392921,0.0007109466,0.0001921548,0.0000182608,0.00001162434,0.0013452],"genre_scores_gemma":[0.997557,0.000134141,0.0008577626,0.001144731,0.0002495673,0.000003587755,5.574346e-7,0.00001077828,0.00004186662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4413675,"threshold_uncertainty_score":0.9975381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08915958296373977,"score_gpt":0.3107625404364888,"score_spread":0.2216029574727491,"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."}}