{"id":"W4388048818","doi":"10.3233/nre-230103","title":"Clinical application of neuromodulation therapy in patients with disorder of consciousness: A pooled analysis of 544 participants","year":2023,"lang":"en","type":"review","venue":"Neurorehabilitation","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Neuromodulation; Minimally conscious state; Medicine; Randomized controlled trial; Etiology; Persistent vegetative state; Intervention (counseling); Consciousness; Physical therapy; Internal medicine; Psychiatry; Psychology; Stimulation","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":[0.001194448,0.0002234854,0.002423203,0.001287404,0.00001231277,0.000003291426,0.0001541659,0.0002054745,0.00001601381],"category_scores_gemma":[0.001939993,0.0001672823,0.0004790739,0.003737711,0.0003129219,0.00006227726,0.00003055463,0.0002689604,0.000003584116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004233052,"about_ca_system_score_gemma":0.0002319678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001045689,"about_ca_topic_score_gemma":0.0001075968,"domain_scores_codex":[0.9953893,0.0009113114,0.002270566,0.0004870609,0.000745815,0.000195889],"domain_scores_gemma":[0.9941615,0.003139291,0.001268248,0.0007696302,0.0005933096,0.00006798388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003716745,0.001206677,0.4825688,0.008463957,0.0008807849,3.448144e-7,0.0002465929,0.00008419509,0.00000554244,0.00003853257,0.000003683061,0.5061293],"study_design_scores_gemma":[0.001823597,0.002330628,0.988626,0.00200571,0.003284311,1.071185e-7,0.00003080166,0.001389522,0.000001208114,0.00004605639,0.0003571784,0.0001048942],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9608757,0.03431674,0.0002216422,0.00003350461,0.00004771219,0.004299946,0.0001681262,0.00002670379,0.000009945501],"genre_scores_gemma":[0.7805086,0.2174147,0.0004334336,0.00001129635,0.00001649682,0.0004439264,0.001076881,0.00008825224,0.000006389617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5060572,"threshold_uncertainty_score":0.6821576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.141880366722153,"score_gpt":0.4578963834417853,"score_spread":0.3160160167196324,"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."}}