{"id":"W4293225571","doi":"10.1177/09637214211049228","title":"Understanding Trajectories to Anxiety and Depression: Neural Responses to Errors and Rewards as Indices of Susceptibility to Stressful Life Events","year":2022,"lang":"en","type":"article","venue":"Current Directions in Psychological Science","topic":"Stress Responses and Cortisol","field":"Neuroscience","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Canada Research Chairs","keywords":"Psychology; Anxiety; Stressor; Depression (economics); Cognitive psychology; Clinical psychology; Developmental psychology; Psychiatry","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":[0.001005944,0.0003516695,0.0003251136,0.0007346384,0.0002253626,0.001067856,0.0003245426,0.0004923332,0.001035919],"category_scores_gemma":[0.002895935,0.0001600999,0.0003022037,0.0003638975,0.0005241957,0.0009377255,0.0007694916,0.000923083,0.0001181916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003895409,"about_ca_system_score_gemma":0.0003720139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004248426,"about_ca_topic_score_gemma":0.007390949,"domain_scores_codex":[0.9997678,0.00007723167,0.00001759755,0.00006073076,0.00003544121,0.00004114362],"domain_scores_gemma":[0.998939,0.0003270619,0.0003742059,0.00004900047,0.0001073441,0.0002034819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002696074,0.0001021738,0.9499606,0.0001547904,0.0001541194,0.0002573079,0.002788437,0.0006268979,0.005922996,0.001275404,0.000358802,0.03812888],"study_design_scores_gemma":[0.000001434218,0.00009339519,0.9958988,0.00004041824,0.00001283462,0.0001651523,0.001191225,0.0003670636,0.0002005476,0.001725479,0.0002945608,0.000009098108],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856927,0.005181507,0.004255738,0.002005357,0.00003278725,0.00003801448,0.0004859822,0.00002196803,0.002285911],"genre_scores_gemma":[0.9945044,0.003075587,0.001643091,0.0001549213,0.00002420312,0.0000225238,0.000231809,0.000004199532,0.0003392122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004248426,"threshold_uncertainty_score":0.008447409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1613206713745219,"score_gpt":0.4253512209311308,"score_spread":0.2640305495566089,"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."}}