{"id":"W3096346196","doi":"10.3389/fncel.2020.564081","title":"A Novel Optical Quantal Analysis of Miniature Events Reveals Enhanced Frequency Following Amyloid β Exposure","year":2020,"lang":"en","type":"article","venue":"Frontiers in Cellular Neuroscience","topic":"Alzheimer's disease research and treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Neurological Institute and Hospital","funders":"Medical Research Council; Biotechnology and Biological Sciences Research Council; Directorate for Biological Sciences","keywords":"Neuroscience; Medicine; Biology","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":[0.0001788631,0.0001989183,0.0006187865,0.0003328796,0.00006839081,0.00001637428,0.000303058,0.00009412157,0.00001503273],"category_scores_gemma":[0.0004296899,0.0001757312,0.0003897578,0.002425674,0.0001550488,0.0001598093,0.00008416564,0.0002641045,0.000003868574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006590851,"about_ca_system_score_gemma":0.0001814413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001370428,"about_ca_topic_score_gemma":0.000001661381,"domain_scores_codex":[0.9975528,0.00006623521,0.0003926306,0.0006498787,0.0008669723,0.0004715245],"domain_scores_gemma":[0.9989476,0.00003549138,0.0001059362,0.0003430436,0.00005068467,0.0005172343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001881806,0.0005993872,0.442734,0.00004832383,0.001085273,0.0004926044,0.0002365941,0.00004590407,0.5542824,0.00001911639,0.00006156146,0.0002067519],"study_design_scores_gemma":[0.005760247,0.002019616,0.8099294,0.0002213386,0.00492937,0.00001155716,0.0004922224,0.01655605,0.1592985,0.0001409276,0.00004651312,0.0005941714],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.977397,0.00209498,0.01914526,0.0003227449,0.0003145002,0.0004239675,0.00005758305,0.00002627858,0.0002176768],"genre_scores_gemma":[0.9891195,0.00005739077,0.0103466,0.0003456333,0.00002925348,0.00001701913,0.00003724422,0.0000169459,0.00003035929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3949838,"threshold_uncertainty_score":0.7166111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02928703423494704,"score_gpt":0.2929130971102902,"score_spread":0.2636260628753431,"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."}}