{"id":"W4390537403","doi":"10.1002/jad.12289","title":"Communication modality matters: Co‐rumination via in‐person versus digital modalities has different prospective associations with depression and friendship quality","year":2024,"lang":"en","type":"article","venue":"Journal of Adolescence","topic":"Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada; Killam Trusts; Michael Smith Health Research BC","keywords":"Rumination; Psychology; Friendship; Interpersonal communication; Developmental psychology; Interpersonal relationship; Longitudinal study; Clinical psychology; Social psychology; Cognition; Psychiatry; Medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0004984739,0.0002084078,0.000231861,0.0003260025,0.0004943954,0.001534172,0.0002834496,0.000457329,0.004334226],"category_scores_gemma":[0.003964772,0.0001898095,0.0004096501,0.000324933,0.0003250005,0.0005153649,0.0006297676,0.0005731852,0.0002788973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004488373,"about_ca_system_score_gemma":0.0006803925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02851282,"about_ca_topic_score_gemma":0.03633025,"domain_scores_codex":[0.9996873,0.00009236429,0.00002635281,0.00005636975,0.00006326914,0.00007440097],"domain_scores_gemma":[0.9984149,0.0003960549,0.000640525,0.00008545156,0.0001440847,0.0003188553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001338125,0.00008660545,0.9914727,0.00003204448,0.00006198675,0.00007008949,0.001439626,0.0000141712,0.0004616801,0.00004150666,0.0001151992,0.006070457],"study_design_scores_gemma":[0.000003735479,0.00004518777,0.9975079,0.00003911318,0.00004805949,0.0001240961,0.001809237,0.00006994229,0.000120849,0.00002359732,0.0002048878,0.000003304257],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998677,0.0003151538,0.00005746568,0.00009302869,0.000006439642,0.000008467245,0.0001184622,0.000002215017,0.000721792],"genre_scores_gemma":[0.9992622,0.0001633547,0.00005884827,0.00002028038,0.000004919163,0.000006411645,0.00006695701,0.000001284203,0.0004158857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02851282,"threshold_uncertainty_score":0.05669373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06659474926109508,"score_gpt":0.36791962415144,"score_spread":0.3013248748903449,"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."}}