{"id":"W4312129663","doi":"10.1212/wnl.0000000000206782","title":"Pearls & Oy-sters: Salt and Pepper Sign, PLNTY for Drug-Resistant Epilepsy","year":2022,"lang":"en","type":"article","venue":"Neurology","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"LivaNova; Eisai Canada; Eisai; Sunovion","keywords":"Epilepsy; Pepper; Medicine; Sign (mathematics); Drug; Pharmacology; Psychiatry; Chemistry; Food science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001519275,0.000868702,0.0003899231,0.001388363,0.0004824403,0.0006234263,0.0006379313,0.0013964,0.0225025],"category_scores_gemma":[0.001098221,0.0001992969,0.0002612053,0.0006110872,0.0007482208,0.001768377,0.0005550832,0.001321718,0.007249632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003939662,"about_ca_system_score_gemma":0.0005799361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002944775,"about_ca_topic_score_gemma":0.002452603,"domain_scores_codex":[0.9998819,0.00001198725,0.00001578128,0.00003057895,0.00003266422,0.00002713175],"domain_scores_gemma":[0.9997086,0.00006273676,0.00006163432,0.00002710453,0.00005822844,0.00008168942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.000685763,0.0001969405,0.02927633,0.0005262123,0.00009998766,0.6893196,0.0001961122,0.0004671275,0.0160848,0.003819091,0.09367733,0.1656507],"study_design_scores_gemma":[0.0000930335,0.0003230955,0.03716531,0.000453703,0.00005645098,0.8379467,0.0003648409,0.002067128,0.008335263,0.004507997,0.1086256,0.00006088301],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3986103,0.05373904,0.01980001,0.03720105,0.003233474,0.0009160196,0.005497774,0.002749427,0.478253],"genre_scores_gemma":[0.8558582,0.01449828,0.007661414,0.008818696,0.0006858258,0.00009299328,0.001268417,0.0002021478,0.110914],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0225025,"threshold_uncertainty_score":0.0752784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02642380590191345,"score_gpt":0.3004500574080693,"score_spread":0.2740262515061559,"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."}}