{"id":"W4200569441","doi":"10.1111/jmft.12552","title":"A review of the research during 2010–2019 on evidence‐based treatments for couple relationship distress","year":2021,"lang":"en","type":"review","venue":"Journal of Marital and Family Therapy","topic":"Attachment and Relationship Dynamics","field":"Psychology","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint Paul University; University of Ottawa","funders":"","keywords":"Psychological intervention; Distress; Psychotherapist; Psychology; Inclusion (mineral); Family therapy; Clinical psychology; Cognitive behavioral therapy; Matching (statistics); Medicine; Cognition; Psychiatry; Social psychology","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":[0.003104578,0.001048721,0.002483785,0.006671146,0.0004361801,0.001379345,0.001311774,0.001388607,0.005188115],"category_scores_gemma":[0.009222898,0.0006893612,0.001867775,0.00689826,0.0005276072,0.001593572,0.000954729,0.001617775,0.0007863183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00187473,"about_ca_system_score_gemma":0.004638906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004861771,"about_ca_topic_score_gemma":0.01165435,"domain_scores_codex":[0.9986972,0.0003213799,0.0004669944,0.0001531482,0.0003023623,0.00005885023],"domain_scores_gemma":[0.9938903,0.004542431,0.0006826762,0.000076746,0.0006892283,0.0001186157],"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":[0.000168545,0.00007811581,0.0002452208,0.2919484,0.0007229829,0.00009735985,0.0001981515,0.0002053603,0.0004686131,0.001353833,0.01745784,0.6870555],"study_design_scores_gemma":[0.0001040524,0.0002877183,0.003721661,0.4666676,0.004081291,0.0009338044,0.0003285053,0.0001145112,0.0004383733,0.0009529906,0.5223196,0.00004981831],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000698898,0.9994587,0.00003627325,0.000116874,0.00008166403,0.00001155691,0.00002744197,0.000002015485,0.0001955405],"genre_scores_gemma":[0.00047085,0.9990951,0.0001203743,0.0001658627,0.00004228574,0.00001539002,0.00002868562,0.000001037186,0.00006049158],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006671146,"threshold_uncertainty_score":0.01735592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3709880364900227,"score_gpt":0.5368695315419437,"score_spread":0.1658814950519211,"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."}}