{"id":"W4388921411","doi":"10.1016/j.yebeh.2023.109519","title":"Epilepsy in Canadian households: The financial pinch","year":2023,"lang":"en","type":"article","venue":"Epilepsy & Behavior","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Epilepsy; Pinch; Business; Finance; Financial system; Economics; Medicine; Psychiatry; Physics; Nuclear physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.000875718,0.0003267901,0.0003186839,0.002018906,0.006658096,0.003023843,0.001383647,0.001329071,0.01162315],"category_scores_gemma":[0.005325869,0.0003485805,0.0006172395,0.008073924,0.00113505,0.001618911,0.00226257,0.002273537,0.0003140674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0606262,"about_ca_system_score_gemma":0.08691093,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9976262,"about_ca_topic_score_gemma":0.999137,"domain_scores_codex":[0.9983772,0.0001260538,0.00005720711,0.00007718216,0.0004074755,0.000954744],"domain_scores_gemma":[0.9956469,0.0002235297,0.0007394282,0.00006357061,0.00180059,0.001526003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001455125,0.0001775295,0.8632902,0.000163234,0.00007643455,0.0008328205,0.008474451,0.0002518887,0.00005996711,0.006932884,0.07483087,0.04476429],"study_design_scores_gemma":[0.00001689739,0.00002778063,0.8957075,0.0005124604,0.00006895859,0.0003301781,0.06965408,0.0005878616,0.0000600916,0.000968927,0.03198916,0.00007621034],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8539881,0.008302671,0.0002349705,0.07725458,0.0004924591,0.0001153968,0.01048802,0.0000253407,0.04909839],"genre_scores_gemma":[0.9864135,0.004502318,0.0001557532,0.002770048,0.00008246241,0.00001962163,0.001290258,0.000009482241,0.004756657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0606262,"threshold_uncertainty_score":0.439876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03460167822740641,"score_gpt":0.3164298336986736,"score_spread":0.2818281554712672,"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."}}