{"id":"W4383871992","doi":"10.1017/s0954579423000688","title":"Early adverse stress and depression severity: A pilot exploration of mediating psychological mechanisms","year":2023,"lang":"en","type":"article","venue":"Development and Psychopathology","topic":"Attachment and Relationship Dynamics","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Charles-Le Moyne; Université de Sherbrooke","funders":"","keywords":"Psychology; Depression (economics); Clinical psychology; Stress (linguistics); Psychotherapist; Posttraumatic stress; Psychological stress; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005796059,0.0002454186,0.000234961,0.0002191449,0.0002507594,0.0003109273,0.0001898988,0.0001758333,0.001913174],"category_scores_gemma":[0.001261295,0.0001551083,0.0002830064,0.0001856984,0.0001738612,0.0001746982,0.000502805,0.0003934017,0.00008044983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003181497,"about_ca_system_score_gemma":0.0004512949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003457737,"about_ca_topic_score_gemma":0.007156914,"domain_scores_codex":[0.9998651,0.00006417102,0.00000677835,0.00001644512,0.00001433527,0.00003322291],"domain_scores_gemma":[0.9995505,0.0001618382,0.0001271055,0.00002387199,0.00003927521,0.00009727116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002980095,0.0003528291,0.9926658,0.00004267191,0.00005125349,0.0001461294,0.0005584706,0.00003468243,0.000687363,0.00003864867,0.00004601595,0.005078102],"study_design_scores_gemma":[0.00001729383,0.0002621105,0.9989085,0.00001277818,0.00002237244,0.00006732274,0.0004351927,0.0001053371,0.00007507172,0.00002924839,0.00006308549,0.000001586933],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996723,0.0000533491,0.00005058869,0.00001804958,9.594509e-7,0.00001869411,0.00005230871,4.132245e-7,0.0001334931],"genre_scores_gemma":[0.9995396,0.00007886178,0.000118995,0.000008761959,0.000001845556,0.00003251082,0.00006349401,2.474239e-7,0.0001557411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003457737,"threshold_uncertainty_score":0.006875217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05836977964935144,"score_gpt":0.3738008600927564,"score_spread":0.315431080443405,"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."}}