{"id":"W4213346543","doi":"10.1007/s11910-022-01183-w","title":"Neuromodulation Treatments for Mild Traumatic Brain Injury and Post-concussive Symptoms","year":2022,"lang":"en","type":"review","venue":"Current Neurology and Neuroscience Reports","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Ontario Brain Institute; Sunnybrook Health Science Centre","funders":"National Institute of Mental Health","keywords":"Neuromodulation; Traumatic brain injury; Transcranial magnetic stimulation; Depression (economics); Transcranial direct-current stimulation; Medicine; Psychology; Headaches; Deep transcranial magnetic stimulation; Neurology; Deep brain stimulation; Concussion; Physical medicine and rehabilitation; Anesthesia; Poison control; Neuroscience; Psychiatry; Stimulation; Injury prevention; Internal medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003119463,0.0006744056,0.001293801,0.0004508152,0.0009564451,0.0001077297,0.000268318,0.0001711758,0.00002595792],"category_scores_gemma":[0.002287152,0.0005755313,0.0002799351,0.0006017699,0.0007776926,0.0002514446,0.0002750316,0.0005761289,0.000001906216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002419906,"about_ca_system_score_gemma":0.0001559919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002549304,"about_ca_topic_score_gemma":7.057128e-7,"domain_scores_codex":[0.9950928,0.0006596333,0.001053201,0.002151839,0.0004420848,0.0006004376],"domain_scores_gemma":[0.9964122,0.001927247,0.0009041623,0.0005093269,0.00003507155,0.0002120251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006214926,0.0001941665,0.0001054891,0.001737651,0.000009976062,0.000226884,0.0002046833,0.000009070253,0.0009906046,0.0001708748,0.00008352558,0.9962049],"study_design_scores_gemma":[0.0005706097,0.002365796,0.004942114,0.0002854882,0.0007097587,0.003210699,0.000003981766,0.0003470443,0.00001295932,0.0003884111,0.9865144,0.0006486735],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0482094,0.9374508,0.0001115543,0.000799206,0.007205914,0.005570651,0.0003430869,0.0002465652,0.00006282883],"genre_scores_gemma":[0.01484924,0.9827555,0.000007328371,0.00120732,0.00009482594,0.0008773792,0.00002741931,0.00007568706,0.0001053245],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9955562,"threshold_uncertainty_score":0.9996696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1671089321252621,"score_gpt":0.3993646776107622,"score_spread":0.2322557454855,"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."}}