{"id":"W2085487933","doi":"10.1017/s0317167100017297","title":"Decompressive Craniectomy: Contralateral Lesions and Metabolic Abnormalities","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Manitoba; Montreal Neurological Institute and Hospital","funders":"","keywords":"Medicine; Decompressive craniectomy; Coagulopathy; Glasgow Coma Scale; Surgery; Traumatic brain injury; Head injury; Craniotomy; Blunt; Lesion; Hematoma; Head trauma; Anesthesia","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":[0.0002543896,0.0002624279,0.0002499457,0.0009059972,0.0003170121,0.0004642336,0.0002164925,0.0002714065,0.002218824],"category_scores_gemma":[0.001877949,0.0001213539,0.0001984035,0.000624745,0.0004028912,0.0004214788,0.0003358811,0.0003492326,0.0002308516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002697604,"about_ca_system_score_gemma":0.0003863344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001476095,"about_ca_topic_score_gemma":0.002083491,"domain_scores_codex":[0.9996086,0.00003602514,0.00005144856,0.00006569899,0.0001379453,0.0001003031],"domain_scores_gemma":[0.9980139,0.000242119,0.001317646,0.00007391922,0.000125156,0.0002273351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009865042,0.00002458691,0.9877159,0.00001679596,0.00001919039,0.006868957,0.00005055995,0.00003189816,0.001052432,0.00002605109,0.00007800385,0.004017018],"study_design_scores_gemma":[0.000008897076,0.0001859982,0.9237219,0.00002307028,0.00002426055,0.0745964,0.0002200124,0.0001588739,0.0007735784,0.00002842473,0.0002526988,0.000005855984],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985108,0.0004985954,0.0001271255,0.00002511708,0.000005985198,0.000008360234,0.00004816432,0.000004287532,0.0007715671],"genre_scores_gemma":[0.9995764,0.0001665178,0.00008400331,0.00001345999,0.00001646316,0.000002359483,0.00008106858,0.000001295341,0.00005851532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002218824,"threshold_uncertainty_score":0.007422686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02947582667885696,"score_gpt":0.2692856522982542,"score_spread":0.2398098256193973,"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."}}