{"id":"W4391665388","doi":"10.31157/an.v1iinpress.507","title":"Implementación del código estado epiléptico en México: tiempo es cerebro","year":2023,"lang":"es","type":"article","venue":"Archivos de Neurociencias","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Humanities; Medicine; 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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008141511,0.0007311751,0.0005857605,0.0006464126,0.0008209022,0.0008106065,0.002362162,0.0001645891,0.000163404],"category_scores_gemma":[0.001006717,0.0007161029,0.0004028716,0.001679085,0.0005559057,0.0005863863,0.001722699,0.0009600887,0.001621782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001341162,"about_ca_system_score_gemma":0.00037773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001219003,"about_ca_topic_score_gemma":0.00002770466,"domain_scores_codex":[0.9931625,0.0009212476,0.0008852345,0.001718929,0.001092343,0.002219769],"domain_scores_gemma":[0.9950346,0.002940505,0.0003137805,0.001053988,0.00006200432,0.0005951624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001076193,0.0005468685,0.0597937,0.0004025231,0.00006322391,0.001168146,0.01053714,0.0009297912,0.844804,0.01911619,0.02930736,0.03322336],"study_design_scores_gemma":[0.002033261,0.002283409,0.4020652,0.0003786279,0.0001580642,0.0007477686,0.001282147,0.05609754,0.4055104,0.006352331,0.1210125,0.002078668],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988146,0.00006746142,0.0007610202,0.003012669,0.001492068,0.0006726799,0.0003540148,0.0007776007,0.004716503],"genre_scores_gemma":[0.9893242,0.0004946145,0.0006790976,0.006715001,0.0005893809,0.00005770298,0.00002074525,0.0001305883,0.001988674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4392937,"threshold_uncertainty_score":0.999529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03126043342248064,"score_gpt":0.3054311109317775,"score_spread":0.2741706775092969,"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."}}