{"id":"W4389069093","doi":"10.1002/jclp.23624","title":"Negative feedback‐seeking in depression: The moderating roles of rumination and interpersonal life stress","year":2023,"lang":"en","type":"article","venue":"Journal of Clinical Psychology","topic":"Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Rumination; Psychology; Interpersonal communication; Clinical psychology; Depression (economics); Mood; Stressor; Trait; Cognition; Psychiatry; Social psychology","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":[0.002806834,0.0002099387,0.0006993844,0.0006102186,0.0001001433,0.00002850542,0.0004060326,0.0003273756,0.0001965453],"category_scores_gemma":[0.005603565,0.0001411279,0.00021241,0.0008795069,0.0004513793,0.0002161036,0.0001173502,0.0009559491,0.00002430435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001696876,"about_ca_system_score_gemma":0.00006937813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001351506,"about_ca_topic_score_gemma":0.00003336323,"domain_scores_codex":[0.9960645,0.001015881,0.001809131,0.0004273013,0.0003625265,0.00032062],"domain_scores_gemma":[0.9925653,0.004909766,0.001662335,0.0002561946,0.0004460653,0.0001603523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001400988,0.0007034754,0.6241419,0.00002176696,0.0002521178,0.00004594229,0.003784538,0.00003387651,0.00008931781,0.0001564132,0.003742231,0.3656274],"study_design_scores_gemma":[0.004486667,0.0006635286,0.9800057,0.000306888,0.00006825969,0.00007407439,0.006612582,0.0004188212,0.00008470682,0.005773346,0.001357878,0.0001474961],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9839908,0.003589245,0.002478163,0.002275741,0.002688422,0.0002028365,0.00001666123,0.00002016734,0.004737982],"genre_scores_gemma":[0.9927441,0.005015659,0.0005012604,0.000799789,0.0007823317,0.00001580776,0.000003269815,0.00002681443,0.0001109081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3654799,"threshold_uncertainty_score":0.6708396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1570808682441004,"score_gpt":0.4974248348650376,"score_spread":0.3403439666209372,"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."}}