{"id":"W2066880628","doi":"10.1037/a0034209","title":"Is skills training necessary for the primary prevention of marital distress and dissolution? A 3-year experimental study of three interventions.","year":2013,"lang":"en","type":"article","venue":"Journal of Consulting and Clinical Psychology","topic":"Attachment and Relationship Dynamics","field":"Psychology","cited_by":136,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"John Templeton Foundation","keywords":"Psychological intervention; Psychology; Distress; Intervention (counseling); Empathy; Clinical psychology; Communication skills training; Relationship education; Developmental psychology; Social psychology; Medicine; Psychiatry; Medical education; Communication skills","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":[0.001097323,0.00009301004,0.0003730122,0.00006772431,0.00009367017,0.00001244118,0.0001340498,0.0001370827,0.0001062244],"category_scores_gemma":[0.0001927485,0.00006346399,0.0002219106,0.00006801884,0.00035226,0.00008791404,0.00004582262,0.0002941271,8.930887e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006545199,"about_ca_system_score_gemma":0.00001444146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001284224,"about_ca_topic_score_gemma":0.00000889174,"domain_scores_codex":[0.9981186,0.0002360266,0.001258398,0.0001601999,0.0001042095,0.0001225856],"domain_scores_gemma":[0.9971138,0.00149881,0.001036407,0.0001476669,0.000149185,0.00005414427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005339345,0.004124023,0.9438357,0.00003961958,0.0007718535,0.000001573426,0.003983197,0.000001864479,0.00006029386,0.0004928038,0.0006853982,0.04546976],"study_design_scores_gemma":[0.006211524,0.003152791,0.9753634,0.0001283385,0.0002562259,0.00003978467,0.01303924,0.0001299165,0.000001321086,0.001583512,0.00002689478,0.00006700842],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924983,0.001448105,0.00381208,0.000736273,0.0006625953,0.0004577768,0.00001118718,0.000003860614,0.0003698608],"genre_scores_gemma":[0.9986798,0.00007196119,0.0009138687,0.00005820794,0.0000949783,0.00001610792,0.000003245869,0.000008526339,0.0001533143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04540275,"threshold_uncertainty_score":0.2587987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1322192907974855,"score_gpt":0.5187175935311192,"score_spread":0.3864983027336338,"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."}}