{"id":"W7116782345","doi":"10.1521/jscp.2025.44.6.504","title":"Prospective impacts of co-rumination on depression, anxiety, and relationship satisfaction within adult romantic couples","year":2025,"lang":"en","type":"article","venue":"Journal of Social and Clinical Psychology","topic":"Perfectionism, Procrastination, Anxiety Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Moderation; Anxiety; Romance; Emotional distress; Distress; Depression (economics); Path analysis (statistics); Affect (linguistics)","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":[0.001066082,0.0001260157,0.0003983476,0.0001791582,0.0003032044,0.00001582179,0.00006463199,0.0003105145,0.00002738522],"category_scores_gemma":[0.001250243,0.0001062717,0.000111719,0.0002106298,0.0004406651,0.0001192937,0.00001965353,0.0005424554,0.00000418892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004067789,"about_ca_system_score_gemma":0.00004689278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003706358,"about_ca_topic_score_gemma":0.0001276966,"domain_scores_codex":[0.998195,0.0003318662,0.00092571,0.0002464666,0.000165489,0.0001354659],"domain_scores_gemma":[0.9977695,0.0007288976,0.0008801373,0.00008499523,0.0004794147,0.00005709606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000853562,0.0003128561,0.9697273,0.00002574346,0.0002274961,0.000001808572,0.001664962,5.673878e-7,0.0001408163,0.01010082,0.004431842,0.01251227],"study_design_scores_gemma":[0.002500089,0.0007099338,0.9806532,0.00007315716,0.0001312966,0.00005556587,0.001217088,0.000007229101,0.0000307117,0.01438103,0.0001604142,0.00008023183],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904236,0.0004433317,0.0003623912,0.00278567,0.001211627,0.0001766764,0.000006034173,0.00001396515,0.004576731],"genre_scores_gemma":[0.9982464,0.0006821082,0.0001251587,0.0004788168,0.0002648232,0.00000643313,0.00000160257,0.000008352433,0.0001863486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01243203,"threshold_uncertainty_score":0.4333636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05062966464791901,"score_gpt":0.4581568223453932,"score_spread":0.4075271576974742,"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."}}