{"id":"W2057614494","doi":"10.1111/j.1528-1167.2007.00920.x","title":"Recommendations Regarding the Requirements and Applications for Long‐term Recordings in Epilepsy","year":2007,"lang":"en","type":"article","venue":"Epilepsia","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":145,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Neurological Institute and Hospital","funders":"","keywords":"Epilepsy; Ambulatory; Medicine; Documentation; Electroencephalography; Intensive care medicine; Psychiatry; Computer science; Surgery","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":[],"consensus_categories":[],"category_scores_codex":[0.001122265,0.0001351221,0.0002127079,0.000176307,0.0002521189,0.00003627592,0.0001014833,0.00006644752,0.00007977894],"category_scores_gemma":[0.0001604786,0.00009745368,0.00007725586,0.000296243,0.0000878402,0.0001106402,0.00005367266,0.0001981071,0.00002718957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001686711,"about_ca_system_score_gemma":0.00004982009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003274807,"about_ca_topic_score_gemma":0.0001595138,"domain_scores_codex":[0.9986857,0.00003350084,0.0003563834,0.0003150405,0.0001754143,0.000434011],"domain_scores_gemma":[0.998848,0.0004468779,0.00008090456,0.0003537345,0.00008789909,0.0001826467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002500941,0.0002062007,0.8197408,0.00006395422,0.00007446102,0.00001554105,0.0001875218,2.136982e-7,0.0003550485,0.002817546,0.003646989,0.1726416],"study_design_scores_gemma":[0.002934971,0.0003485481,0.9511184,0.000157161,0.00007168531,0.00004779331,0.000257106,0.00004659613,0.0007636396,0.001476982,0.04264283,0.0001343388],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8738676,0.001404597,0.05952487,0.02996586,0.0003511263,0.00936532,0.00006796808,0.0001757508,0.02527695],"genre_scores_gemma":[0.9925747,0.0004634215,0.003633806,0.0004930419,0.0002919089,0.0008161578,0.0001403043,0.00002793411,0.001558745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1725073,"threshold_uncertainty_score":0.3974046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05397808655744758,"score_gpt":0.3730598594504801,"score_spread":0.3190817728930325,"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."}}