{"id":"W4213313526","doi":"10.1007/s00415-022-11006-0","title":"Seizures and emergency department: characteristics and factors of repeat adult attendees","year":2022,"lang":"en","type":"article","venue":"Journal of Neurology","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"LivaNova","keywords":"Medicine; Emergency department; Quarter (Canadian coin); Attendance; Population; Cohort; Cohort study; Psychiatry; Emergency medicine; Family medicine; Pediatrics; Environmental health; Internal medicine","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":[0.0002251129,0.0002373131,0.0003844207,0.0009303069,0.0005815756,0.0006692867,0.0003309324,0.000789828,0.005157568],"category_scores_gemma":[0.002416236,0.0002508622,0.0006010514,0.001155829,0.0001910502,0.0009429749,0.0004167314,0.0008307053,0.0005068869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003299535,"about_ca_system_score_gemma":0.0005064821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0105491,"about_ca_topic_score_gemma":0.01045061,"domain_scores_codex":[0.9996191,0.00004148546,0.00007149407,0.00007541836,0.00007620373,0.0001163173],"domain_scores_gemma":[0.9986545,0.0002114679,0.0006265326,0.00005615545,0.0001208939,0.0003304398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007746898,0.0000603169,0.9985957,0.000004072014,0.00002201547,0.0003643364,0.00008205375,0.00001566928,0.0001063402,0.000009729429,0.00009426008,0.0005680484],"study_design_scores_gemma":[0.000003024808,0.00008474603,0.9975902,0.000005131278,0.00001240948,0.00146587,0.0005869165,0.00009584063,0.00002496678,0.00001385482,0.0001120086,0.00000510258],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983606,0.000226824,0.00003419094,0.00008748173,0.000008165046,0.000005310599,0.0003480673,0.000004381719,0.0009249214],"genre_scores_gemma":[0.999094,0.0001254859,0.00003623361,0.00004736515,0.00002375741,0.000005178657,0.0003021753,0.000002667064,0.0003631996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0105491,"threshold_uncertainty_score":0.02097541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01911725585376407,"score_gpt":0.2899446081789598,"score_spread":0.2708273523251958,"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."}}