{"id":"W3210776723","doi":"10.3233/nre-210160","title":"Postural neurologic deficits after decompressive craniectomy: A case series of sinking skin flap syndrome in traumatic brain injury","year":2021,"lang":"en","type":"article","venue":"Neurorehabilitation","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Joseph's Health Care; Parkwood Institute; Western University","funders":"","keywords":"Cranioplasty; Medicine; Traumatic brain injury; Decompressive craniectomy; Intracranial pressure; Rehabilitation; Headaches; Surgery; Physical therapy; Skull; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002840146,0.0002379057,0.0005322002,0.0002111435,0.00005830015,0.00002661085,0.00008011573,0.0001114564,0.00007707506],"category_scores_gemma":[0.001456256,0.0002188834,0.000221876,0.0006074727,0.0001739561,0.0002997965,0.00004528568,0.0003076017,0.000008079561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003486209,"about_ca_system_score_gemma":0.0000858175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003218966,"about_ca_topic_score_gemma":0.0002301323,"domain_scores_codex":[0.9976615,0.0005618616,0.0006808555,0.0005077348,0.0003147698,0.000273229],"domain_scores_gemma":[0.9981445,0.001005757,0.0001615855,0.0004453452,0.0001634158,0.00007937291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009232649,0.005445347,0.5464141,0.01452035,0.000414694,0.1227411,0.05326821,0.0005984536,0.1961984,0.002601794,0.0005002959,0.04806462],"study_design_scores_gemma":[0.001401319,0.001777957,0.9733499,0.0003046372,0.00009574719,0.01768794,0.001045543,0.0002139841,0.00248939,0.00139394,0.00004550255,0.0001941825],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963002,0.0004419418,0.00003731727,0.00216855,0.0002297239,0.0006384387,0.00002201731,0.00005847061,0.0001034007],"genre_scores_gemma":[0.9974627,0.00000981479,0.001395443,0.0009178226,0.00002130095,0.000110077,0.00002421422,0.00003071712,0.00002789271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4269358,"threshold_uncertainty_score":0.8925807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01777292719131474,"score_gpt":0.2770381255622562,"score_spread":0.2592651983709415,"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."}}