{"id":"W2053328442","doi":"10.1111/j.1528-1157.2000.tb00287.x","title":"Newly Diagnosed Epilepsy: Can Nurse Specialists Help? A Randomized Controlled Trial","year":2000,"lang":"en","type":"article","venue":"Epilepsia","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Epilepsy; Randomized controlled trial; Medicine; Anxiety; Family medicine; Medical advice; Psychiatry; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001391381,0.0005279979,0.003311899,0.0002606868,0.0002135935,0.0001005517,0.0002313585,0.0002339009,0.01949359],"category_scores_gemma":[0.001510324,0.0003633801,0.001415699,0.0003788579,0.0004021801,0.0001029237,0.00002261876,0.0004766423,0.001672036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002562289,"about_ca_system_score_gemma":0.0005589006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005370605,"about_ca_topic_score_gemma":0.0001595593,"domain_scores_codex":[0.9952235,0.0009112131,0.001170784,0.0006952459,0.001013687,0.000985548],"domain_scores_gemma":[0.9963132,0.001565789,0.0002098792,0.0008425536,0.0001696425,0.0008989574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9590278,0.001636899,0.002916208,0.00002410122,0.0009929047,0.001403064,0.0003924109,0.000004062645,0.00004352802,0.001021513,0.01625147,0.01628601],"study_design_scores_gemma":[0.9790296,0.001542943,0.005300645,0.0001268154,0.0007481219,0.00005967343,0.00006844657,0.0001920322,0.0001184646,0.0006340533,0.01186199,0.0003172023],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8700607,0.000871259,0.00002687458,0.007308555,0.0007540944,0.01448761,0.00004704815,0.0002616016,0.1061823],"genre_scores_gemma":[0.9513773,0.001269102,0.0005564452,0.001218987,0.002673613,0.00338215,0.0002171432,0.00008729396,0.03921793],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08131667,"threshold_uncertainty_score":0.9998818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01364105956256534,"score_gpt":0.2980434208789165,"score_spread":0.2844023613163512,"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."}}