{"id":"W2955668888","doi":"10.2147/ndt.s189603","title":"&lt;p&gt;Reduction in apathy following epilepsy surgery&lt;/p&gt;","year":2019,"lang":"en","type":"article","venue":"Neuropsychiatric Disease and Treatment","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Baycrest Hospital; University of Toronto","funders":"","keywords":"Apathy; Disinhibition; Epilepsy; Medicine; Epilepsy surgery; Anxiety; Psychiatry; Depression (economics); Frontal lobe; Executive dysfunction; Neuropsychology; Cognition","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":[0.0002531474,0.0001510187,0.0001774875,0.0002644286,0.0001383445,0.0001573248,0.0001251387,0.0001727266,0.002863294],"category_scores_gemma":[0.00119013,0.00004847223,0.0001720898,0.0001800433,0.0001673999,0.0001523107,0.0001789604,0.0002677898,0.0003814764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001625103,"about_ca_system_score_gemma":0.0001755756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001063034,"about_ca_topic_score_gemma":0.002508793,"domain_scores_codex":[0.9999169,0.00002149649,0.00001174809,0.000007975015,0.00002811725,0.000013631],"domain_scores_gemma":[0.9994492,0.00007428315,0.0002628303,0.00001958879,0.00007620532,0.0001178309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004454146,0.001607566,0.7106007,0.0003387364,0.0002108094,0.0009087458,0.0004189732,0.0003968379,0.01147103,0.00004589058,0.005114636,0.2644319],"study_design_scores_gemma":[0.00008154475,0.002240333,0.9949883,0.00001954234,0.00002163311,0.0006051858,0.00009556451,0.00009822199,0.001312337,0.00003202369,0.0005005341,0.0000047436],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997769,0.0002186923,0.0001121209,0.0001791251,0.00001049524,0.00002759375,0.0001926739,0.00002562436,0.00146464],"genre_scores_gemma":[0.9985998,0.0001515232,0.0003302931,0.0000505098,0.000009485488,0.0000299374,0.0002644856,0.000002547935,0.000561426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002863294,"threshold_uncertainty_score":0.009578645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01331677794134468,"score_gpt":0.2593807483521079,"score_spread":0.2460639704107632,"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."}}