{"id":"W4283276164","doi":"10.20453/rnp.v85i2.4231","title":"Inteligencia artificial en la evaluación y manejo de pacientes con epilepsia.","year":2022,"lang":"es","type":"article","venue":"Revista de Neuro-Psiquiatría","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Humanities; Gynecology; Philosophy","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","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002937894,0.0007579305,0.0008113011,0.0004466554,0.001122693,0.001395668,0.002096613,0.0001824698,0.0009862315],"category_scores_gemma":[0.002161596,0.000821338,0.0005535492,0.001102434,0.0004433947,0.0003050811,0.001612973,0.001856575,0.0003529328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005254722,"about_ca_system_score_gemma":0.0006566381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005712754,"about_ca_topic_score_gemma":0.000004321817,"domain_scores_codex":[0.9892777,0.005101206,0.001148222,0.0016857,0.00125936,0.00152787],"domain_scores_gemma":[0.9945155,0.003181812,0.0005777589,0.001150884,0.0001149766,0.0004590091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007006908,0.001365952,0.01852847,0.000817969,0.00009454216,0.002770345,0.004610349,0.003679486,0.8309437,0.07679837,0.02879819,0.03089195],"study_design_scores_gemma":[0.001285436,0.002513597,0.007339852,0.0004383193,0.0004206095,0.003612665,0.0009603637,0.03542792,0.1595007,0.002324469,0.7841642,0.002011937],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987912,0.001392505,0.001229683,0.003180975,0.001736908,0.0009558987,0.0003963757,0.0003688317,0.002826846],"genre_scores_gemma":[0.9920458,0.0005447008,0.00029454,0.005123273,0.0008635808,0.0001215919,0.00001886026,0.0001498761,0.0008377898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.755366,"threshold_uncertainty_score":0.999927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02579538798974221,"score_gpt":0.313142257278913,"score_spread":0.2873468692891708,"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."}}