{"id":"W2106147621","doi":"10.1111/j.1752-0606.2011.00249.x","title":"Research on the Treatment of Couple Distress","year":2011,"lang":"en","type":"review","venue":"Journal of Marital and Family Therapy","topic":"Attachment and Relationship Dynamics","field":"Psychology","cited_by":329,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Psychotherapist; Distress; Anxiety; Psychology; Clinical psychology; Family therapy; Depression (economics); Medicine; 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":[0.002325862,0.00089715,0.001811716,0.002918087,0.0007351086,0.001426724,0.001180363,0.001767391,0.004791393],"category_scores_gemma":[0.003891707,0.0003552286,0.0008317172,0.00318219,0.001229429,0.001839528,0.001187684,0.002206756,0.001687476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007489706,"about_ca_system_score_gemma":0.001728037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001588616,"about_ca_topic_score_gemma":0.002251482,"domain_scores_codex":[0.9989945,0.0003636694,0.0001059517,0.0001592092,0.0003256884,0.00005093933],"domain_scores_gemma":[0.9977881,0.001676885,0.0001776762,0.00005508547,0.0002014077,0.0001008637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00004185892,0.0001353307,0.0003282788,0.0231451,0.0001224138,0.0001380542,0.0003752716,0.0001510162,0.0004524507,0.002719732,0.01010379,0.9622868],"study_design_scores_gemma":[0.00006784482,0.0004093674,0.004579309,0.03776861,0.0003720688,0.004357589,0.001058418,0.00009764997,0.0006601189,0.004936042,0.9456441,0.00004897942],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009410168,0.9988674,0.0000633333,0.0001782377,0.00009138225,0.000004287362,0.000002794415,0.000002256413,0.0006962312],"genre_scores_gemma":[0.0009237067,0.9984653,0.000140404,0.0001887682,0.0001104372,0.000009521312,0.000007560476,0.000001430829,0.0001528712],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004791393,"threshold_uncertainty_score":0.01602876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2951676425486143,"score_gpt":0.5107954500806982,"score_spread":0.2156278075320839,"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."}}