{"id":"W4221020459","doi":"10.12680/balneo.2022.485","title":"Clinical and rehabilitative considerations in a complex case of spastic tetraplegia, mixed aphasia, secondary encephalopathy – post severe traumatic brain injury with hemorrhagic and is-chemic lesions – with favorable late evolution and post-symptomatic status after SARS-COV-2 infection","year":2022,"lang":"en","type":"article","venue":"Balneo and PRM Research Journal","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Traumatic brain injury; Aphasia; Physical therapy; Physical medicine and rehabilitation; Glasgow Coma Scale; Ptosis; Spastic; Surgery; Psychiatry; Cerebral palsy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002284888,0.0001954393,0.0004918191,0.0004423389,0.0006160614,0.00009229728,0.0000337785,0.00006889906,0.0001373584],"category_scores_gemma":[0.0007986949,0.000149782,0.00004980244,0.0004051144,0.001100722,0.0003208963,0.00007988074,0.001182667,4.175436e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007152283,"about_ca_system_score_gemma":0.0005672607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004014095,"about_ca_topic_score_gemma":0.0008005724,"domain_scores_codex":[0.9969811,0.001230528,0.0005856552,0.0003874443,0.0004469511,0.0003682581],"domain_scores_gemma":[0.9971954,0.001917504,0.00016556,0.0001799897,0.0003053124,0.0002361871],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01153182,0.002071248,0.8339208,0.004798534,0.0008130763,0.007719455,0.05778389,0.00001050615,0.03212424,0.0004366646,0.001413613,0.04737616],"study_design_scores_gemma":[0.006050361,0.008786552,0.909963,0.0007241584,0.0001490646,0.05713809,0.01348866,0.0008078005,0.0001864937,0.002436015,0.00003583568,0.0002340507],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954491,0.001758188,0.00005792681,0.001599533,0.00002722158,0.0008447736,0.0001621358,0.00001158028,0.00008950362],"genre_scores_gemma":[0.9980245,0.0001938202,0.001349153,0.0002921634,0.00002092092,0.00006678182,0.00001326791,0.00001896911,0.00002038122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07604214,"threshold_uncertainty_score":0.6107932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05512202616949911,"score_gpt":0.3645478116946253,"score_spread":0.3094257855251262,"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."}}