{"id":"W4282826533","doi":"10.1111/epi.17328","title":"Clinician preferences for neurotechnologies in pediatric drug‐resistant epilepsy: A discrete choice experiment","year":2022,"lang":"en","type":"article","venue":"Epilepsia","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Advancing Health Outcomes; St. Paul's Hospital; Université de Montréal; McGill University Health Centre; University of British Columbia; Hospital for Sick Children; SickKids Foundation; University of Toronto; University of Manitoba; Montreal Clinical Research Institute; NeuroDevNet","funders":"National Institute of Mental Health; National Institutes of Health; Michael Smith Health Research BC; Pennsylvania State University","keywords":"Psychological intervention; Medicine; Intervention (counseling); Epilepsy; Drug Resistant Epilepsy; Vagus nerve stimulation; Randomized controlled trial; Psychiatry; Surgery","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.01541728,0.0006502985,0.0006507675,0.0002960299,0.000669666,0.001697751,0.0006775002,0.001739505,0.006962285],"category_scores_gemma":[0.04141947,0.000590409,0.0009392886,0.0004041782,0.001249738,0.00113718,0.0008354202,0.002055518,0.0005711504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001305502,"about_ca_system_score_gemma":0.001817464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008940839,"about_ca_topic_score_gemma":0.0009743451,"domain_scores_codex":[0.9876139,0.00942154,0.0008377529,0.0006102657,0.0009285239,0.0005879482],"domain_scores_gemma":[0.9131958,0.07249543,0.009016826,0.00174468,0.001080013,0.00246721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.2249663,0.2219137,0.3327585,0.002675499,0.001375972,0.001592789,0.02158226,0.04084983,0.02910301,0.00994816,0.00445547,0.1087784],"study_design_scores_gemma":[0.08400118,0.3987025,0.2836031,0.0006887342,0.0009858556,0.0008127648,0.0129008,0.1710821,0.02076587,0.01494916,0.01076434,0.000743595],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971972,0.00002235776,0.0007631667,0.0001580333,0.00001420892,0.001004403,0.0001172461,0.000004692604,0.000718696],"genre_scores_gemma":[0.9885272,0.00008260414,0.005785827,0.0003187436,0.00002673191,0.004401027,0.0001196385,0.000003374286,0.0007348954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01541728,"threshold_uncertainty_score":0.08153534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03885974464286653,"score_gpt":0.3181525775337904,"score_spread":0.2792928328909239,"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."}}