{"id":"W2794669970","doi":"","title":"Repetitive Transcranial Magnetic Stimulation (RTMS) as a Treatment for Post-concussion Syndrome","year":2017,"lang":"en","type":"article","venue":"CMBES Proceedings","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Riverview Hospital; University of Manitoba","funders":"","keywords":"Rivermead post-concussion symptoms questionnaire; Post-concussion syndrome; Transcranial magnetic stimulation; Concussion; Depression (economics); Medicine; Physical medicine and rehabilitation; Dorsolateral prefrontal cortex; Physical therapy; Psychology; Traumatic brain injury; Cognition; Psychiatry; Prefrontal cortex; Stimulation; Poison control; Internal medicine; Injury prevention","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":[0.000115181,0.0003266008,0.0003644195,0.0001225837,0.001283616,0.0003240781,0.0003481544,0.0001213776,0.0001902903],"category_scores_gemma":[0.001214846,0.0002737101,0.0001886169,0.00009917954,0.0003097681,0.0005285387,0.00004155815,0.00008659259,0.0001196584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009016195,"about_ca_system_score_gemma":0.00004979035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001098804,"about_ca_topic_score_gemma":0.000009857393,"domain_scores_codex":[0.9981008,0.00001281518,0.000357631,0.0007579492,0.0003533043,0.0004175424],"domain_scores_gemma":[0.9988967,0.0002369791,0.0002172413,0.0002517412,0.0002635882,0.0001338187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001534448,0.0002720681,0.002050987,0.0001063105,0.00001793412,0.00003124502,0.003466222,0.00001498997,0.9633102,0.008007963,0.00008089387,0.02110668],"study_design_scores_gemma":[0.02540926,0.02133553,0.7739594,0.0004730898,0.0006405044,0.00050093,0.0008630418,0.007415277,0.1434355,0.01082028,0.01340121,0.001745998],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847619,0.00005817565,0.0001929987,0.002047185,0.0003965003,0.001819938,0.00007156675,0.000206934,0.01044483],"genre_scores_gemma":[0.9961921,0.00004962186,0.0006174376,0.0002454873,0.0001648498,0.0003141712,0.000003857499,0.0000484829,0.002363976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8198748,"threshold_uncertainty_score":0.9999715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04401845517146127,"score_gpt":0.3164757704291023,"score_spread":0.2724573152576411,"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."}}