{"id":"W4206774071","doi":"10.1017/cjn.2021.487","title":"P.211 Characterizing and comparing brain injury associated with traditional self-retracting brain retractors with novel tubular retractors","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Medical and Biological Sciences","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Windsor Clinical Research","funders":"","keywords":"Retractor; Brain edema; Medicine; H&E stain; Brain tissue; Brain trauma; Surgery; Anatomy; Anesthesia; Pathology; Traumatic brain injury; Staining","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":[0.0006397845,0.0003131512,0.0002129011,0.0006403148,0.0001738567,0.0003505243,0.000273741,0.0003065764,0.004611181],"category_scores_gemma":[0.0006475547,0.0001004395,0.0004091836,0.0004301965,0.0004922915,0.0004949312,0.0002653575,0.0002640809,0.0008210326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002892483,"about_ca_system_score_gemma":0.0003674885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007263816,"about_ca_topic_score_gemma":0.001082989,"domain_scores_codex":[0.9997498,0.00003246328,0.00002233481,0.00004998579,0.0001173471,0.00002805329],"domain_scores_gemma":[0.999384,0.0001430288,0.0002217389,0.00005665403,0.000146459,0.00004812344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.005471895,0.001286054,0.1646994,0.001231559,0.0003051727,0.002813468,0.0002454493,0.001420664,0.6457684,0.0005420484,0.001513354,0.1747026],"study_design_scores_gemma":[0.0001629393,0.03779466,0.578903,0.0001833608,0.0003886705,0.02065747,0.0007496766,0.006887642,0.3444635,0.001266234,0.008473507,0.00006934589],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9748402,0.003514803,0.01649264,0.0001060623,0.0001012564,0.0002847187,0.0003460174,0.0001005307,0.004213922],"genre_scores_gemma":[0.9789473,0.00208271,0.01453588,0.00009823025,0.00005978262,0.000169807,0.0005621049,0.00002559099,0.003518657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004611181,"threshold_uncertainty_score":0.01542598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05883730990279634,"score_gpt":0.2624017523243428,"score_spread":0.2035644424215465,"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."}}