{"id":"W4213116351","doi":"10.2196/preprints.29965","title":"Cranial Nerve Noninvasive Neuromodulation in Adults With Neurological Conditions: Protocol for a Scoping Review (Preprint)","year":2021,"lang":"en","type":"review","venue":"","topic":"Vagus Nerve Stimulation Research","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; McMaster University","funders":"","keywords":"CINAHL; Medicine; Neuromodulation; MEDLINE; Physical medicine and rehabilitation; Rigour; Rehabilitation; Physical therapy; Psychological intervention; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05752964,0.005114661,0.01319831,0.01254982,0.004352896,0.006833518,0.004657181,0.007218309,0.0865773],"category_scores_gemma":[0.06413524,0.004431389,0.01247037,0.01070218,0.003182847,0.006961142,0.005684063,0.005122898,0.01328752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01118759,"about_ca_system_score_gemma":0.05533068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004718082,"about_ca_topic_score_gemma":0.01145171,"domain_scores_codex":[0.9731702,0.009295791,0.01050911,0.002157273,0.003488063,0.001379599],"domain_scores_gemma":[0.9580666,0.01171607,0.008259684,0.002700721,0.0174647,0.001792157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.006756549,0.0005062335,0.0008741507,0.8627164,0.001469987,0.0008628352,0.002497125,0.0009067595,0.002546897,0.003576114,0.05640379,0.06088308],"study_design_scores_gemma":[0.01466714,0.002776185,0.006365074,0.5561494,0.004319452,0.0007952811,0.003030328,0.000666354,0.002080675,0.005137937,0.4036225,0.0003897216],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0002795971,0.002262027,0.0007179343,0.0003100982,0.0003780871,0.9934511,0.00195557,0.00004972921,0.0005959634],"genre_scores_gemma":[0.0002405048,0.00165448,0.002094283,0.0002232328,0.00004684625,0.9948918,0.0004520971,0.000005940115,0.0003908755],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.0865773,"threshold_uncertainty_score":0.3042495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2123128468227252,"score_gpt":0.4838836864358218,"score_spread":0.2715708396130966,"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."}}