{"id":"W3137255835","doi":"10.1111/epi.16874","title":"Response: Predicting mood decline following temporal lobe epilepsy surgery in adults","year":2021,"lang":"en","type":"letter","venue":"Epilepsia","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ontario Brain Institute; University of Toronto; University Health Network","funders":"National Institute of Neurological Disorders and Stroke","keywords":"Epilepsy; Medicine; Mood; Gerontology; Psychology; Library science; Family medicine; Psychiatry","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":[0.0009124954,0.0002303512,0.0005693128,0.0003962013,0.000937746,0.0008924468,0.0003769206,0.003641697,0.002584761],"category_scores_gemma":[0.01102978,0.0001309621,0.0004045156,0.0005007245,0.0002975551,0.0005408647,0.0003241604,0.002883202,0.001016455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001183505,"about_ca_system_score_gemma":0.0009526205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008672976,"about_ca_topic_score_gemma":0.01975021,"domain_scores_codex":[0.9993268,0.0002365265,0.0001734088,0.00005512767,0.00009256188,0.0001155026],"domain_scores_gemma":[0.9967157,0.001562926,0.00051822,0.00005200396,0.0005120079,0.0006393294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001380173,0.0003503941,0.655827,0.0002416307,0.0001472293,0.01666593,0.0006698397,0.0003293517,0.0007844577,0.0005244759,0.2446925,0.07838684],"study_design_scores_gemma":[0.0008311464,0.001351116,0.8430915,0.00106356,0.0003399601,0.03956769,0.005499851,0.004766224,0.0007551406,0.005992612,0.09659787,0.0001432829],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.2307991,0.00520837,0.0003176956,0.726402,0.008221547,0.00009224394,0.001212733,0.00007173484,0.0276746],"genre_scores_gemma":[0.6943819,0.003387222,0.0007834494,0.2752503,0.01771039,0.0001436078,0.0005349705,0.00002619521,0.00778197],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.008672976,"threshold_uncertainty_score":0.01724499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02861982521070516,"score_gpt":0.3016072205274995,"score_spread":0.2729873953167943,"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."}}