{"id":"W6925618094","doi":"10.18131/gnrfp-ds826","title":"Diagnostic Inaccuracies in Children with First Seizure","year":2007,"lang":"en","type":"article","venue":"Galter Health Sciences Library, Northwestern University","topic":"Maternal and Neonatal Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medical diagnosis; Prospective cohort study; Cohort; Epilepsy; Cohort study; El Niño","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":[0.001930678,0.0002870757,0.0003903126,0.002495835,0.0005750678,0.0008536417,0.0007777842,0.0004438511,0.0009332249],"category_scores_gemma":[0.01863134,0.0004339129,0.0004482846,0.00211981,0.0005372301,0.0005934219,0.0006623883,0.0007494782,0.0002188971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001712034,"about_ca_system_score_gemma":0.001247882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07073013,"about_ca_topic_score_gemma":0.07026398,"domain_scores_codex":[0.9976573,0.0004571976,0.0003479322,0.0003042103,0.0008636774,0.0003696214],"domain_scores_gemma":[0.9902712,0.002517387,0.004986081,0.0006436757,0.0011785,0.0004031884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001507536,0.000004671919,0.9992169,0.00000261873,0.000006209803,0.00007368134,0.0001140333,0.00001682004,0.00001315474,0.000006492735,0.00004871549,0.0004816346],"study_design_scores_gemma":[0.000003082957,0.00002296253,0.9983608,0.00001733872,0.000009684017,0.0008303217,0.0003814047,0.0001544543,0.00008027809,0.00001520218,0.0001208978,0.000003498776],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998692,0.000325791,0.00003884515,0.00005963483,0.000008359862,0.000008154751,0.000475988,0.00000564204,0.0003856735],"genre_scores_gemma":[0.9992611,0.0001439803,0.00007867914,0.00001982655,0.000005754623,0.000007225462,0.0004212931,0.000002879665,0.00005927192],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07073013,"threshold_uncertainty_score":0.1406369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02669922902603598,"score_gpt":0.3185908665309517,"score_spread":0.2918916375049157,"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."}}