{"id":"W4416224755","doi":"10.3390/jcm14228071","title":"Not All Spikes Are Equal","year":2025,"lang":"en","type":"review","venue":"Journal of Clinical Medicine","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital","funders":"BC Children's Hospital","keywords":"Ictal; Context (archaeology); Electroencephalography; Epilepsy; Electrophysiology; Temporal lobe","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001428997,0.0008402675,0.0008745531,0.001082363,0.002234283,0.00854806,0.00146417,0.003539753,0.1148331],"category_scores_gemma":[0.01258636,0.0004105508,0.0008891586,0.001587812,0.003281387,0.007788031,0.004765997,0.00396097,0.0790756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001407787,"about_ca_system_score_gemma":0.001738298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001955943,"about_ca_topic_score_gemma":0.001867497,"domain_scores_codex":[0.99743,0.0007289809,0.0002140777,0.0005234518,0.000809339,0.0002940889],"domain_scores_gemma":[0.9957444,0.001077347,0.0004389244,0.001004446,0.001049512,0.0006852143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004526843,0.0000542673,0.00222342,0.0005409408,0.0001163569,0.001618147,0.001515211,0.0002579272,0.001936075,0.1682079,0.4472741,0.375803],"study_design_scores_gemma":[0.00002009543,0.00003139944,0.0006538232,0.0002674379,0.00002369279,0.002184828,0.0005138675,0.0001090574,0.0003506984,0.0351797,0.9606453,0.00002013249],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.01118321,0.03331628,0.03332473,0.1372888,0.06581325,0.0001943002,0.002518866,0.003189838,0.7131706],"genre_scores_gemma":[0.1547019,0.02737077,0.02288157,0.08889531,0.02064634,0.0003215071,0.00242346,0.002470139,0.680289],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1148331,"threshold_uncertainty_score":0.384155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4198334692557853,"score_gpt":0.6123807881422908,"score_spread":0.1925473188865055,"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."}}