{"id":"W4405636932","doi":"10.1016/j.nsa.2024.104537","title":"Episodic &amp; working memory in late-life: the challenges of retrieving and manipulating information with a history of suicide attempts","year":2024,"lang":"en","type":"article","venue":"Neuroscience Applied","topic":"Identity, Memory, and Therapy","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Douglas College","funders":"","keywords":"Episodic memory; Psychology; Cognitive psychology; Computer science; Cognitive science; Psychiatry; Cognition","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":[0.0006429529,0.00009290514,0.0001522657,0.0001998496,0.00004520435,0.00002380549,0.0001802093,0.00004683016,0.00001352539],"category_scores_gemma":[0.00004068939,0.00006951972,0.00001957749,0.0003146484,0.0002498509,0.0001769122,0.000037724,0.0001829074,0.000005848894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004316006,"about_ca_system_score_gemma":0.00005761078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001246247,"about_ca_topic_score_gemma":0.0001368262,"domain_scores_codex":[0.9990593,0.00005090721,0.0002795414,0.0002044821,0.0002306439,0.000175083],"domain_scores_gemma":[0.999443,0.0001391262,0.000145348,0.0002294599,0.0000158492,0.00002721768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0009004535,0.0003137073,0.08822945,0.002023621,0.00006382664,0.00005973348,0.2326806,0.001967446,0.1833765,0.2253965,0.0009406881,0.2640474],"study_design_scores_gemma":[0.001758689,0.0002681523,0.97637,0.0006546927,0.00005075386,0.0000423473,0.004962013,0.002158794,0.001286161,0.002107117,0.009825793,0.0005154511],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.973273,0.002595289,0.000171073,0.0001969373,0.0006297131,0.0002389814,5.388151e-7,0.00003241555,0.02286199],"genre_scores_gemma":[0.9993409,0.0001482954,0.0000292842,0.0002420923,0.00002859982,0.00001600838,4.36908e-7,0.000008417709,0.0001859534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8881406,"threshold_uncertainty_score":0.2834932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07595656158829789,"score_gpt":0.2960434626360157,"score_spread":0.2200869010477178,"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."}}