{"id":"W2909124407","doi":"10.3791/57952","title":"Generation and On-Demand Initiation of Acute Ictal Activity in Rodent and Human Tissue","year":2019,"lang":"en","type":"article","venue":"Journal of Visualized Experiments","topic":"Photoreceptor and optogenetics research","field":"Neuroscience","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Krembil Foundation; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Ictal; Optogenetics; Neuroscience; Epilepsy; Bursting; Medicine; Electroencephalography; Animal model; Computer science; Bioinformatics; Psychology; Biology; Internal medicine","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":[0.001119039,0.0004052849,0.0005286353,0.000579256,0.0002133268,0.0006470162,0.000791908,0.000493665,0.002543742],"category_scores_gemma":[0.0008574749,0.0002917776,0.0005694938,0.0003160293,0.0005222756,0.0008346317,0.0006443672,0.001444199,0.001975799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002427329,"about_ca_system_score_gemma":0.0004999514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003324017,"about_ca_topic_score_gemma":0.0008061746,"domain_scores_codex":[0.9995236,0.000107796,0.00005703239,0.0001045664,0.0001524562,0.00005442074],"domain_scores_gemma":[0.999445,0.0001048179,0.0001225398,0.0001767925,0.00007808889,0.00007276915],"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":[0.0002382232,0.0002325362,0.000842911,0.0008615478,0.00004550812,0.000589747,0.0001092581,0.0004522376,0.9494736,0.00235179,0.003468288,0.04133429],"study_design_scores_gemma":[0.0001424998,0.004158788,0.006921923,0.0004528914,0.0001764897,0.004239585,0.000355945,0.002031499,0.8617436,0.001609956,0.1181178,0.00004899752],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4439915,0.03823549,0.4730394,0.003384228,0.001850713,0.003056864,0.004160481,0.004302282,0.02797904],"genre_scores_gemma":[0.7619071,0.03219998,0.1802403,0.00169263,0.0004057012,0.004232965,0.006731681,0.0007829879,0.01180657],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002543742,"threshold_uncertainty_score":0.008509696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09370419230481185,"score_gpt":0.4895069505017262,"score_spread":0.3958027581969143,"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."}}