{"id":"W3133448330","doi":"10.1002/hipo.23317","title":"Probabilistic value learning in medial temporal lobe amnesia","year":2021,"lang":"en","type":"article","venue":"Hippocampus","topic":"Memory and Neural Mechanisms","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Psychology; Episodic memory; Temporal lobe; Neuroscience; Amnesia; Cognitive psychology; Reinforcement learning; Hippocampal formation; Associative learning; Neuropsychology; Hippocampus; Memory consolidation; Cognition; Artificial intelligence; Computer science; Epilepsy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002594724,0.0001595092,0.0002109062,0.00007257974,0.0001298649,0.00005187226,0.0001959144,0.00009466103,0.000335401],"category_scores_gemma":[0.00219248,0.0001540472,0.00006084101,0.0004764176,0.00007212424,0.0001467856,0.00009982396,0.0004084997,0.0002547061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004328451,"about_ca_system_score_gemma":0.0001369095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000465244,"about_ca_topic_score_gemma":0.00003054148,"domain_scores_codex":[0.9979885,0.0005177698,0.0002634881,0.0005488322,0.0003048471,0.0003765895],"domain_scores_gemma":[0.9992104,0.0003288793,0.00007372972,0.0002420809,0.00002414251,0.0001207524],"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":[0.00005623891,0.0001305979,0.001418464,0.00005426638,0.000001122095,0.001887492,0.0003716319,0.0006257057,0.9807979,0.009011418,0.00009563861,0.005549478],"study_design_scores_gemma":[0.0006795391,0.0001388424,0.001008408,0.00005639046,0.000007510628,0.000261392,0.00008222648,0.002351892,0.9493324,0.04489687,0.0009137313,0.0002708539],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953437,0.00004528778,0.00008013772,0.0004596892,0.0009632376,0.0001814567,0.000001986331,0.0001297869,0.002794677],"genre_scores_gemma":[0.9974672,0.00001487824,0.0002044789,0.0008838667,0.0001395957,0.00002458542,0.000004721564,0.00002139053,0.001239295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03588545,"threshold_uncertainty_score":0.6281865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05409453283620393,"score_gpt":0.2939567964531739,"score_spread":0.23986226361697,"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."}}