{"id":"W1999088112","doi":"10.1016/j.yebeh.2006.04.008","title":"Work beliefs and work status in epilepsy","year":2006,"lang":"en","type":"article","venue":"Epilepsy & Behavior","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hamilton Health Sciences; McMaster University","funders":"","keywords":"Epilepsy; Affect (linguistics); Work (physics); Psychology; Paid work; Gerontology; Medicine; Developmental psychology; Demography; Psychiatry; Sociology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001147236,0.0002658181,0.0003643474,0.001735594,0.001369633,0.001565516,0.0005752441,0.001197367,0.004031141],"category_scores_gemma":[0.008456867,0.0003421825,0.0006222151,0.001416602,0.000972248,0.0008147485,0.001096535,0.001755009,0.0005711564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008728919,"about_ca_system_score_gemma":0.0009007208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02118402,"about_ca_topic_score_gemma":0.0358269,"domain_scores_codex":[0.9991949,0.0002878393,0.0000988299,0.00004548589,0.000155849,0.0002171016],"domain_scores_gemma":[0.9906152,0.00251952,0.003055017,0.0002771871,0.0007234999,0.002809491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001490417,0.0003627518,0.9970846,0.00001114937,0.00003585979,0.0001086831,0.0004269629,0.00003768698,0.00005956135,0.00003846281,0.00005914023,0.00162611],"study_design_scores_gemma":[0.000006718436,0.00009664041,0.9984601,0.00001072704,0.0000122594,0.00008450641,0.001100942,0.00006262692,0.00001760782,0.00005286788,0.00008957923,0.000005462462],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977455,0.0003193918,0.00001077355,0.0002640276,0.00001116122,0.000005729839,0.0000852018,0.000001129663,0.001557103],"genre_scores_gemma":[0.9991978,0.0001837441,0.00001561591,0.00004139061,0.00001258505,0.000004091369,0.00009711348,0.000001181529,0.0004466162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02118402,"threshold_uncertainty_score":0.04212147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01846140584521165,"score_gpt":0.2951139693541078,"score_spread":0.2766525635088962,"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."}}