{"id":"W4390381884","doi":"10.1212/ne9.0000000000200111","title":"Education Research: Educating Child Neurology Residents About Psychogenic Nonepileptic Seizures","year":2023,"lang":"en","type":"article","venue":"Neurology Education","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychogenic disease; Curriculum; Neurology; Medicine; Quarter (Canadian coin); Psychiatry; Psychology; Medical diagnosis; Epilepsy; Family medicine; Medical education; Pediatrics; Pedagogy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01077252,0.0002387642,0.0002460076,0.00130304,0.0008427853,0.000937919,0.0007318115,0.0006391509,0.003200087],"category_scores_gemma":[0.03821803,0.0002178766,0.0002596811,0.001187538,0.0007088232,0.001482406,0.001199388,0.0009224077,0.0004893836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002222202,"about_ca_system_score_gemma":0.008506419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00716032,"about_ca_topic_score_gemma":0.008399936,"domain_scores_codex":[0.99531,0.00244402,0.0003420208,0.0002651291,0.000990671,0.0006480686],"domain_scores_gemma":[0.9664255,0.01722638,0.006845796,0.0009342257,0.005528647,0.003039466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002970537,0.004204137,0.8204292,0.002900758,0.0000924882,0.0004966418,0.02503261,0.0001433278,0.0005083805,0.0005222495,0.003802077,0.141571],"study_design_scores_gemma":[0.0000903355,0.002740481,0.9491444,0.001463574,0.00007237792,0.0008178191,0.03735246,0.0001937776,0.000528891,0.0002311301,0.007349416,0.00001537348],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908146,0.001064228,0.0001685654,0.002934925,0.00003825716,0.0002616061,0.0001550997,0.000006339588,0.004556352],"genre_scores_gemma":[0.9934852,0.003016439,0.001086579,0.0009700124,0.00005259915,0.0003632423,0.0002327359,0.000002581462,0.0007906443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01077252,"threshold_uncertainty_score":0.05697125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04159796661395011,"score_gpt":0.3961621634293022,"score_spread":0.3545641968153521,"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."}}