{"id":"W3192580318","doi":"10.3390/brainsci11081044","title":"Modulated Neuroprotection in Unresponsive Wakefulness Syndrome after Severe Traumatic Brain Injury","year":2021,"lang":"en","type":"article","venue":"Brain Sciences","topic":"Neurological Disorders and Treatments","field":"Neuroscience","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Neuroprotection; Traumatic brain injury; Medicine; Glasgow Coma Scale; Montreal Cognitive Assessment; Anesthesia; Glasgow Outcome Scale; Internal medicine; Psychiatry; Dementia","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001396684,0.0002143338,0.0002930058,0.0002236092,0.0001501565,0.0001387681,0.0001136323,0.0001610888,0.000754758],"category_scores_gemma":[0.0003006123,0.00004418999,0.0001870704,0.0001477322,0.0001866745,0.0001041473,0.0001631321,0.0001387144,0.00009157841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001134156,"about_ca_system_score_gemma":0.0001638317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003305997,"about_ca_topic_score_gemma":0.0006795789,"domain_scores_codex":[0.9999416,0.00001572189,0.00001107294,0.000008488671,0.000007492312,0.00001560609],"domain_scores_gemma":[0.9998645,0.00001463641,0.0000626945,0.000007160248,0.00001540615,0.0000356312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02065777,0.001747229,0.7236415,0.0006797194,0.0005759147,0.003670571,0.0003656731,0.0004466156,0.06935995,0.0001302941,0.0005410032,0.1781838],"study_design_scores_gemma":[0.0004175472,0.01734339,0.9705103,0.00006878286,0.0002137277,0.005520329,0.0002275182,0.0003500024,0.004208854,0.0001347701,0.000993212,0.00001140236],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987553,0.0009277369,0.0001011264,0.0000195662,0.000005394057,0.00001547828,0.00002570528,0.000003294762,0.0001464069],"genre_scores_gemma":[0.999257,0.0003546489,0.0001405742,0.00003436961,0.00001476861,0.00001895243,0.0001084263,6.043628e-7,0.00007058652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000754758,"threshold_uncertainty_score":0.002524853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.047141201681222,"score_gpt":0.3001040265613986,"score_spread":0.2529628248801766,"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."}}