{"id":"W2944559381","doi":"10.1080/01494929.2019.1610136","title":"Marital quality and depression: a review","year":2019,"lang":"en","type":"review","venue":"Marriage & Family Review","topic":"Attachment and Relationship Dynamics","field":"Psychology","cited_by":105,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"Canadian Institutes of Health Research","keywords":"Moderation; Psychology; Depression (economics); Association (psychology); Marital status; Clinical psychology; Longitudinal study; Developmental psychology; Gerontology; Demography; Social psychology; Medicine; Population; Psychotherapist; Sociology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00140408,0.0008723076,0.002089357,0.004598157,0.0004593586,0.001748841,0.001171145,0.001277538,0.005048726],"category_scores_gemma":[0.004653899,0.0004415424,0.001262499,0.005124196,0.0004990862,0.00152568,0.001081083,0.001189224,0.0007931174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007709434,"about_ca_system_score_gemma":0.0032129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003391259,"about_ca_topic_score_gemma":0.005871951,"domain_scores_codex":[0.9993585,0.0001635651,0.0002103921,0.0000912621,0.0001445462,0.0000318422],"domain_scores_gemma":[0.9971596,0.002060869,0.0003754184,0.00003882363,0.0002764841,0.00008889021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008936092,0.00006703198,0.0009095815,0.1923945,0.000610775,0.000233372,0.0002945882,0.000152443,0.0002019906,0.001180891,0.0172634,0.7866021],"study_design_scores_gemma":[0.00005572108,0.0003140184,0.01214434,0.3075134,0.00409951,0.003661188,0.0008085121,0.0001233425,0.0002241601,0.002617962,0.668363,0.00007473177],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006258753,0.9996598,0.00001332464,0.00008551472,0.00005025132,0.000002944659,0.00001160995,0.000001151195,0.0001128104],"genre_scores_gemma":[0.0003958278,0.9994028,0.00003760874,0.00006043045,0.00005079043,0.000004109345,0.00001297783,3.181662e-7,0.00003526582],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005048726,"threshold_uncertainty_score":0.01688963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2031279718696254,"score_gpt":0.5316839765198871,"score_spread":0.3285560046502617,"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."}}