{"id":"W2051532687","doi":"10.1016/j.yebeh.2008.02.011","title":"Parenting stress in mothers of children with intractable epilepsy","year":2008,"lang":"en","type":"article","venue":"Epilepsy & Behavior","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":78,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Children's Hospital; University of Calgary; University of Alberta","funders":"","keywords":"Spouse; Epilepsy; Checklist; Psychology; Affect (linguistics); Medicine; Clinical psychology; Pediatrics; Psychiatry","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":[],"consensus_categories":[],"category_scores_codex":[0.000167658,0.0002628979,0.0005665722,0.000275949,0.00009388901,0.00001110034,0.0001567306,0.0001125301,0.0005372316],"category_scores_gemma":[0.00005317701,0.0002035011,0.000122936,0.0004423023,0.0002398867,0.0001490838,0.00004904809,0.0003915642,0.00004657972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001414891,"about_ca_system_score_gemma":0.0002562384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00121837,"about_ca_topic_score_gemma":0.0002529635,"domain_scores_codex":[0.997735,0.00006805224,0.0004655927,0.0004295858,0.0005757972,0.0007260364],"domain_scores_gemma":[0.9988223,0.00005889162,0.0001519216,0.0005207689,0.0001163099,0.0003298285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003046143,0.002203501,0.9868873,0.00002413807,0.00009213064,0.0005667259,0.00041249,0.00001259617,0.001824054,0.00001429256,0.0001699776,0.007488161],"study_design_scores_gemma":[0.003536455,0.001035237,0.9752072,0.0002224815,0.0001371543,0.0002668989,0.000208157,0.00001356344,0.01913845,0.000002631701,0.00005285827,0.0001788899],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969024,0.0003049124,0.00001399234,0.0001051157,0.00004391527,0.001097622,0.0000663719,0.00005866962,0.001407],"genre_scores_gemma":[0.9971209,0.0002315362,0.001396228,0.00003405697,0.00007890949,0.0002213832,0.0001384913,0.00005418784,0.0007243177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01731439,"threshold_uncertainty_score":0.8298532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02265914699204019,"score_gpt":0.2881731235651802,"score_spread":0.26551397657314,"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."}}