{"id":"W4283747405","doi":"10.1177/21676968221111316","title":"Co-Rumination in Social Networks","year":2022,"lang":"en","type":"article","venue":"Emerging Adulthood","topic":"Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Rumination; Psychology; Social psychology; Developmental psychology; Cognition","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":[0.002075204,0.0002824393,0.0002537148,0.001263708,0.0004959463,0.001204625,0.000270889,0.0003210317,0.001198196],"category_scores_gemma":[0.01269706,0.0001711482,0.000378784,0.0007594003,0.0004838883,0.000869056,0.001199048,0.0005080594,0.0001392794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000338976,"about_ca_system_score_gemma":0.0001901542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00174444,"about_ca_topic_score_gemma":0.00337864,"domain_scores_codex":[0.9984595,0.0009200655,0.0001330395,0.0001464786,0.0002034733,0.0001375132],"domain_scores_gemma":[0.9848401,0.006758608,0.005797156,0.0009712283,0.0008743193,0.0007585309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001172756,0.00007699664,0.9833419,0.00004583329,0.0001430671,0.0000804298,0.004124553,0.0001115895,0.0006923485,0.00008867585,0.00006255653,0.01111474],"study_design_scores_gemma":[0.000002428485,0.00007801394,0.9952656,0.00002317892,0.00004080255,0.000306611,0.003059919,0.0004314839,0.0002383682,0.0001822592,0.0003633481,0.000008010506],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985638,0.0001972813,0.0003933113,0.00003998357,0.000004192655,0.00001751402,0.00005955995,0.000002860756,0.0007215809],"genre_scores_gemma":[0.9994923,0.00006398256,0.0001692307,0.000009348959,0.000004434447,0.00001315343,0.00005080045,8.910282e-7,0.0001958565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002075204,"threshold_uncertainty_score":0.01097488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02628234632314237,"score_gpt":0.3573913741793635,"score_spread":0.3311090278562211,"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."}}