{"id":"W4310436957","doi":"10.1016/j.yebeh.2022.108786","title":"Letter of congratulation for Steve Schachter","year":2022,"lang":"en","type":"letter","venue":"Epilepsy & Behavior","topic":"Diet and metabolism studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Hospital for Sick Children","funders":"","keywords":"Psychology; Epilepsy; Psychoanalysis; Management; Social psychology; Psychiatry; Economics","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001736511,0.0003457266,0.0009531321,0.0002530962,0.0001021444,0.00001475267,0.00014709,0.0004036347,0.001484679],"category_scores_gemma":[0.00005678998,0.0003074554,0.0005133286,0.0001301586,0.0001143476,0.00006118548,0.00009736608,0.0009838748,0.00002470614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007387634,"about_ca_system_score_gemma":0.00009456676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002573059,"about_ca_topic_score_gemma":0.000002244161,"domain_scores_codex":[0.9979647,0.00005283184,0.0005424221,0.0004475687,0.0005297454,0.0004627181],"domain_scores_gemma":[0.9988036,0.00009987439,0.0003098898,0.000505526,0.0002240559,0.00005704585],"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":[0.0001189955,0.000120737,0.01088412,0.0002230245,0.0001336313,0.0001124408,0.0002571819,1.01469e-7,0.0009246435,0.00002113013,0.9830387,0.004165258],"study_design_scores_gemma":[0.001299528,0.000371611,0.04517268,0.00007058975,0.002040837,0.000008161624,0.00002947365,8.820933e-7,0.0002915068,0.00001082787,0.9504433,0.0002606197],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1188072,0.003013663,0.0001306011,0.8469792,0.01350015,0.008517923,0.002311461,0.0002714993,0.006468307],"genre_scores_gemma":[0.009982757,0.0001328604,0.002174955,0.8938931,0.01282504,0.003930153,0.00520007,0.0002680083,0.07159311],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1088244,"threshold_uncertainty_score":0.9999378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0402137072482965,"score_gpt":0.3081845399441022,"score_spread":0.2679708326958057,"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."}}