{"id":"W7111798255","doi":"","title":"Epileptisten kohtauksien automaattinen tunnistaminen kaksiulotteisessa EEG-piirreavaruudessa","year":2011,"lang":"en","type":"other","venue":"Aaltodoc (Aalto University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Work (physics); Population; Life style; Falling (accident)","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":[0.001257298,0.0008411679,0.0009475437,0.001130042,0.0007020459,0.002421872,0.0005490598,0.0009245067,0.02311197],"category_scores_gemma":[0.003556083,0.0003722145,0.0008589419,0.001033213,0.000816197,0.001693618,0.001124694,0.0016498,0.007717906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000814669,"about_ca_system_score_gemma":0.001146194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002060831,"about_ca_topic_score_gemma":0.004492437,"domain_scores_codex":[0.9987974,0.0002512655,0.0001497029,0.000240017,0.0004564747,0.0001050771],"domain_scores_gemma":[0.9977323,0.0007963612,0.0003063043,0.0002377809,0.0008064465,0.0001208611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.003062775,0.0006743103,0.0252853,0.005566677,0.000578049,0.005061175,0.00475543,0.0009102443,0.2704765,0.008140109,0.02241196,0.6530775],"study_design_scores_gemma":[0.0003162387,0.002993183,0.1584486,0.00268838,0.0009301236,0.02434797,0.007964138,0.002999919,0.2605124,0.01885227,0.5195389,0.0004079437],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5204934,0.0925862,0.09515513,0.0129684,0.0045622,0.00153781,0.008987891,0.00374754,0.2599613],"genre_scores_gemma":[0.7358623,0.05274542,0.04890317,0.004938663,0.001534385,0.001035845,0.005901112,0.001040389,0.1480387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02311197,"threshold_uncertainty_score":0.07731724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01738306762846477,"score_gpt":0.2056862191554248,"score_spread":0.1883031515269601,"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."}}