{"id":"W4405835002","doi":"10.7554/elife.102986","title":"Acetylcholine modulates prefrontal outcome coding during threat learning under uncertainty","year":2024,"lang":"en","type":"article","venue":"eLife","topic":"Memory and Neural Mechanisms","field":"Neuroscience","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation","keywords":"Prefrontal cortex; Optogenetics; Neuroscience; Cholinergic; Acetylcholine; Psychology; Basal forebrain; Ambiguity; Computer science; Biology; Endocrinology; Cognition","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":[0.0002355835,0.0002886552,0.0003105776,0.000147341,0.0001381837,0.0005258872,0.0004197852,0.0003959477,0.0006740183],"category_scores_gemma":[0.0006999286,0.0002178398,0.0002189248,0.00006620311,0.0004750129,0.0005190711,0.0005793869,0.0009112835,0.0001027308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004524851,"about_ca_system_score_gemma":0.0003596915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001090439,"about_ca_topic_score_gemma":0.001950635,"domain_scores_codex":[0.9998123,0.00001888186,0.00001295455,0.00004081817,0.00004661306,0.00006838339],"domain_scores_gemma":[0.9996691,0.00004124358,0.0001256083,0.00003736833,0.00003947247,0.000087239],"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":[0.000381211,0.00003396148,0.002583191,0.00004502698,0.00002173224,0.0001287708,0.00006961131,0.0003483484,0.9900002,0.0003066837,0.00004842493,0.006032981],"study_design_scores_gemma":[0.00009147833,0.0008069805,0.09196902,0.00005598638,0.0001368397,0.0004151566,0.0004108729,0.01352617,0.8886923,0.002619083,0.00123686,0.00003926353],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958498,0.0002308208,0.002885635,0.0001316564,0.0000160608,0.000005191923,0.00006869779,0.00003239167,0.0007797145],"genre_scores_gemma":[0.9976777,0.0001944028,0.001079886,0.00004012234,0.000004383171,0.000008578716,0.00005264174,0.000009648575,0.0009327048],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001090439,"threshold_uncertainty_score":0.003283024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1119768178010672,"score_gpt":0.3472224350997994,"score_spread":0.2352456172987322,"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."}}