{"id":"W4309510076","doi":"10.1111/famp.12836","title":"Better together: Relationship quality and mental health among cardiac patients and spouses","year":2022,"lang":"en","type":"article","venue":"Family Process","topic":"Attachment and Relationship Dynamics","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Outaouais; Université Laval; University of Ottawa","funders":"","keywords":"Mental health; Spouse; Partner effects; Anxiety; Moderation; Psychology; Clinical psychology; Multilevel model; Distress; Social support; Depression (economics); Medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004198722,0.0001116992,0.0001620044,0.00006816497,0.0006454012,0.00002277924,0.00007595377,0.00005698344,0.00005057372],"category_scores_gemma":[0.00001365581,0.0001103804,0.00002841301,0.0001300643,0.00009391805,0.000108406,0.00008159922,0.0002779624,0.000007350309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005725415,"about_ca_system_score_gemma":0.00002549712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001259264,"about_ca_topic_score_gemma":0.000009713023,"domain_scores_codex":[0.9987562,0.0003053703,0.0002496629,0.0002822114,0.0002090152,0.0001975231],"domain_scores_gemma":[0.9995241,0.0001023694,0.0001437706,0.0001298653,0.0000236995,0.00007626104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003079064,0.00007656204,0.987222,0.00002924924,0.00002820875,3.39454e-7,0.008270319,0.000005298821,9.240614e-7,0.0009228591,0.001671325,0.001742086],"study_design_scores_gemma":[0.0005303926,0.00008832492,0.9916483,0.000004892883,0.000009740083,7.283506e-7,0.005172312,0.0000271554,2.67504e-7,0.0008886745,0.001499134,0.0001300347],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942523,0.001144675,0.00003930492,0.0009813393,0.0004757541,0.0003971366,0.0001469908,0.00005510763,0.002507395],"genre_scores_gemma":[0.9975424,0.00001762051,0.00006501,0.00104235,0.00003439139,0.00008968364,0.0001978721,0.0000191419,0.0009914899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004426304,"threshold_uncertainty_score":0.496397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04305880017900938,"score_gpt":0.4015583433869003,"score_spread":0.3584995432078909,"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."}}