{"id":"W1796592674","doi":"10.1684/epd.2009.0236","title":"Stressors at the onset of adult epilepsy: implications for practice","year":2009,"lang":"en","type":"article","venue":"Epileptic Disorders","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"Savoy Foundation","keywords":"Epilepsy; Stressor; Psychology; Mechanism (biology); Association (psychology); Clinical psychology; Developmental psychology; Psychiatry; Psychotherapist","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01497824,0.0008191508,0.001078483,0.002421009,0.002720344,0.003976725,0.002029197,0.002969543,0.008330632],"category_scores_gemma":[0.06964517,0.0005323516,0.0005311592,0.002671447,0.002102735,0.006492525,0.003640187,0.002992314,0.001108456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003319931,"about_ca_system_score_gemma":0.009650951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008970359,"about_ca_topic_score_gemma":0.01779126,"domain_scores_codex":[0.9929784,0.004705764,0.0008132515,0.0004249224,0.0007647346,0.0003129804],"domain_scores_gemma":[0.9495775,0.03209805,0.005369089,0.0008960966,0.00496378,0.00709555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004795254,0.001012296,0.2717919,0.00937301,0.0001549848,0.005256724,0.0308905,0.0009213989,0.0002271047,0.007233954,0.1257611,0.5468976],"study_design_scores_gemma":[0.0003825851,0.0009304287,0.3407955,0.06690574,0.0003056734,0.009247719,0.3448122,0.003296078,0.0003805521,0.08387896,0.1485267,0.000537999],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1288309,0.1034558,0.005886918,0.7192252,0.005411906,0.001101709,0.0006750192,0.0001874584,0.03522503],"genre_scores_gemma":[0.839371,0.1042231,0.01824215,0.02923474,0.003729904,0.001902301,0.0003341922,0.00005424623,0.002908605],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01497824,"threshold_uncertainty_score":0.0792135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01734370389616499,"score_gpt":0.340914961704132,"score_spread":0.323571257807967,"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."}}