{"id":"W3164143410","doi":"10.1177/08830738211015010","title":"Choice and Trade-offs: Parent Decision Making for Neurotechnologies for Pediatric Drug-Resistant Epilepsy","year":2021,"lang":"en","type":"article","venue":"Journal of Child Neurology","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Advancing Health Outcomes; Simon Fraser University; Toronto Western Hospital; St. Paul's Hospital; SickKids Foundation; BC Children's Hospital; Hospital for Sick Children; University of British Columbia","funders":"National Institute of Mental Health; National Institutes of Health","keywords":"Expansive; Epilepsy; Thematic analysis; Focus group; Qualitative research; Psychology; Intervention (counseling); Quality (philosophy); Medicine; Psychiatry; Business; Marketing; Sociology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0229911,0.0004181064,0.0003659584,0.0007517684,0.003622073,0.00229962,0.0009918044,0.0009941917,0.002577634],"category_scores_gemma":[0.03270566,0.0004092781,0.0003072154,0.000597932,0.005840326,0.003782733,0.002061958,0.001861407,0.0001829635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004214795,"about_ca_system_score_gemma":0.004401471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004671257,"about_ca_topic_score_gemma":0.006618136,"domain_scores_codex":[0.9857495,0.01249045,0.0002699067,0.0003510274,0.0005708396,0.0005682746],"domain_scores_gemma":[0.9532064,0.0411246,0.002575052,0.0005319922,0.001435167,0.001126696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009128453,0.00004347138,0.007006535,0.0001963802,0.000008405808,0.00112592,0.9769811,0.00009659726,0.0005319943,0.003977309,0.0009477757,0.008993121],"study_design_scores_gemma":[0.00001792681,0.00008486032,0.001933137,0.0003049308,0.00001034907,0.0007157307,0.9795704,0.0003010434,0.0006644317,0.001571767,0.01480544,0.00001991507],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9770583,0.001195639,0.009768411,0.005664894,0.00008724938,0.0001982068,0.0001146309,0.00001886245,0.005893879],"genre_scores_gemma":[0.9956898,0.000462127,0.002484838,0.0004550497,0.00001147998,0.0001084089,0.00002232852,0.000008390974,0.0007575057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0229911,"threshold_uncertainty_score":0.12159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02466885075381216,"score_gpt":0.322186867812665,"score_spread":0.2975180170588529,"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."}}