{"id":"W4306732270","doi":"10.1111/psyp.14193","title":"Pathways to depression: Dynamic associations between neural responses to appetitive cues in the environment, stress, and the development of illness","year":2022,"lang":"en","type":"review","venue":"Psychophysiology","topic":"Neural and Behavioral Psychology Studies","field":"Neuroscience","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Institute of Human Development, Child and Youth Health; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Psychology; Depression (economics); Interdependence; Vulnerability (computing); Depressive symptoms; Neural correlates of consciousness; Event-related potential; Clinical psychology; Developmental psychology; Neuroscience; Cognitive psychology; Electroencephalography; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003858882,0.0003307763,0.001058706,0.0001646117,0.0004964508,0.00001504551,0.0008190333,0.0001110627,0.00003078539],"category_scores_gemma":[0.0002340603,0.0001724452,0.0001507124,0.0004415717,0.000374576,0.00003249676,0.0005462973,0.0005019885,0.00002801789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005836824,"about_ca_system_score_gemma":0.000035316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000898507,"about_ca_topic_score_gemma":0.00002134043,"domain_scores_codex":[0.996119,0.00195408,0.0006286935,0.0007285317,0.0002400824,0.0003296341],"domain_scores_gemma":[0.9966708,0.002526714,0.0003306361,0.0004160267,0.000008089388,0.00004775967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002361037,0.0002938636,0.0009476784,0.0003462702,0.0000595527,0.00001715353,0.00822627,0.00000396371,0.002902205,0.00003606259,0.0001719767,0.9867589],"study_design_scores_gemma":[0.001910411,0.000773414,0.08597781,0.00144753,0.0005819488,0.00002459982,0.002732072,0.000001192439,0.0008357545,0.00136357,0.902817,0.00153467],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.5975993,0.3937248,0.00001010175,0.001521577,0.0009256912,0.004157984,0.001742766,0.00004475358,0.0002729622],"genre_scores_gemma":[0.1566936,0.8395343,0.00006936856,0.001151712,0.00008248533,0.002222867,0.0000848338,0.00004047819,0.0001203619],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9852242,"threshold_uncertainty_score":0.7032112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1650743867660016,"score_gpt":0.4019004147795738,"score_spread":0.2368260280135723,"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."}}