{"id":"W3134170010","doi":"10.1016/j.ejpn.2021.02.008","title":"The bottom-up approach: Non-invasive peripheral neurostimulation methods to treat migraine: A scoping review from the child neurologist's perspective","year":2021,"lang":"en","type":"review","venue":"European Journal of Paediatric Neurology","topic":"Migraine and Headache Studies","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"Bayerisches Staatsministerium für Bildung und Kultus, Wissenschaft und Kunst","keywords":"Neurostimulation; Migraine; Medicine; Occipital nerve stimulation; Neuromodulation; Tolerability; Supraorbital nerve; Migraine treatment; Intensive care medicine; Anesthesia; Stimulation; Adverse effect; Internal medicine; Alternative 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":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003773252,0.000852032,0.003588948,0.0002658325,0.0006169062,0.00009892217,0.0009575762,0.0001738157,0.00004049117],"category_scores_gemma":[0.01055907,0.0004423701,0.00228456,0.001222156,0.0002829374,0.0000730736,0.0005112838,0.003702981,0.00003255996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000834708,"about_ca_system_score_gemma":0.000879109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002597566,"about_ca_topic_score_gemma":0.00001535719,"domain_scores_codex":[0.9849092,0.01081434,0.002143451,0.0008765212,0.00059647,0.0006599957],"domain_scores_gemma":[0.9900666,0.005850279,0.001941556,0.001015895,0.0007854635,0.0003402441],"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":[0.0006356798,0.0003437762,0.0001624908,0.02401776,0.001627493,0.004828893,0.0027824,0.00005710045,0.000005831118,0.00004959476,0.4283922,0.5370967],"study_design_scores_gemma":[0.001184771,0.002600931,0.0004969211,0.02500655,0.008514433,0.005331912,0.0001980141,0.00001057204,4.057707e-7,0.000008131758,0.9561997,0.0004476799],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003100164,0.9783008,0.0008282295,0.01525038,0.001248084,0.002305392,0.00002565643,0.00003021227,0.001980282],"genre_scores_gemma":[0.00002323039,0.9741967,0.001495729,0.01349663,0.01025455,0.00004044876,0.00002987178,0.0001598571,0.000302938],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.536649,"threshold_uncertainty_score":0.9998028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06702111891088228,"score_gpt":0.396706476634129,"score_spread":0.3296853577232467,"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."}}