{"id":"W2336161444","doi":"10.1016/j.yebeh.2016.02.021","title":"Nights and weekends: Two clinical epilepsy researchers with intertwined lives","year":2016,"lang":"en","type":"editorial","venue":"Epilepsy & Behavior","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University; Izaak Walton Killam Health Centre","funders":"","keywords":"Epilepsy; Wife; Psychology; Psychoanalysis; History; Psychiatry; Sociology; Gerontology; Medicine; Political science; Law","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","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001746523,0.001117877,0.002237426,0.0006456008,0.0003072608,0.000206455,0.0006268339,0.001235977,0.001253951],"category_scores_gemma":[0.002042691,0.0006818805,0.0006007096,0.0003554148,0.001637611,0.0002822448,0.0004825037,0.003537996,0.000691417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000597302,"about_ca_system_score_gemma":0.002168805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004193242,"about_ca_topic_score_gemma":0.0004164537,"domain_scores_codex":[0.9909185,0.0008052146,0.001395503,0.002130377,0.002771143,0.001979324],"domain_scores_gemma":[0.9911791,0.002989495,0.0004491898,0.001853864,0.001012341,0.002516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004570537,0.001843599,0.2085318,0.0001743007,0.0007852997,0.005143976,0.0001890665,1.278208e-8,0.00008698135,0.00001794706,0.7264557,0.05220079],"study_design_scores_gemma":[0.02014851,0.01481298,0.08096761,0.003080171,0.001968228,0.0001806265,0.0002016222,0.00000282562,0.0001818291,0.00005350844,0.8772817,0.001120424],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.3096883,0.005895415,0.0000827694,0.003341337,0.6585545,0.008837162,0.002171668,0.0009089312,0.01051992],"genre_scores_gemma":[0.04910612,0.009092297,0.002749811,0.0001526609,0.8733832,0.002184023,0.00194999,0.000607393,0.06077453],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.2605821,"threshold_uncertainty_score":0.9996591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05062093902444494,"score_gpt":0.4159595075370724,"score_spread":0.3653385685126275,"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."}}