{"id":"W4205240253","doi":"10.2196/preprints.31308","title":"Treatment of Persistent Postconcussion Syndrome With Repetitive Transcranial Magnetic Stimulation Using Functional Near-Infrared Spectroscopy as a Biomarker of Response: Protocol for a Randomized Controlled Clinical Trial (Preprint)","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transcranial magnetic stimulation; Dorsolateral prefrontal cortex; Randomized controlled trial; Medicine; Functional near-infrared spectroscopy; Physical medicine and rehabilitation; Prefrontal cortex; Physical therapy; Psychology; Psychiatry; Internal medicine; Cognition; Stimulation","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":[0.01939624,0.005937353,0.01021904,0.002028794,0.003777318,0.003275852,0.003381636,0.006714439,0.07038403],"category_scores_gemma":[0.01842566,0.002748329,0.00525629,0.002546076,0.002924702,0.002853888,0.001919655,0.007232846,0.01242493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00411852,"about_ca_system_score_gemma":0.01306784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002688992,"about_ca_topic_score_gemma":0.005046582,"domain_scores_codex":[0.9890674,0.005451006,0.001455843,0.001093465,0.001395959,0.001536341],"domain_scores_gemma":[0.9911281,0.001822064,0.00199951,0.001195248,0.00217628,0.001678923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9435899,0.01779744,0.0003928225,0.006432766,0.001314369,0.0001188363,0.000138859,0.001108492,0.002035119,0.001172315,0.01020575,0.0156933],"study_design_scores_gemma":[0.9619002,0.02402141,0.001018427,0.0006151195,0.0004081303,0.00002256377,0.00004141268,0.0006990024,0.0004721816,0.0007225687,0.01002511,0.00005390951],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.002717118,0.0001775601,0.0006373587,0.0001706195,0.0004077151,0.9944008,0.0008146964,0.0000840746,0.0005900212],"genre_scores_gemma":[0.002423888,0.0001105464,0.001113393,0.0001737024,0.00008198457,0.9955467,0.0001411753,0.000004940253,0.0004037477],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.07038403,"threshold_uncertainty_score":0.235458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1423456099890716,"score_gpt":0.4424540118160811,"score_spread":0.3001084018270095,"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."}}