{"id":"W3176966111","doi":"10.3390/ijerph18137089","title":"Marital Adjustment in Patients with Cancer: Association with Psychological Distress, Quality of Life, and Sleep Problems","year":2021,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Family Support in Illness","field":"Social Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Suicidal ideation; Anxiety; Beck Anxiety Inventory; Clinical psychology; Beck Depression Inventory; Insomnia; Psychosocial; Psychology; Quality of life (healthcare); Depression (economics); Beck Hopelessness Scale; Psychiatry; Distress; Pittsburgh Sleep Quality Index; Marital status; Poison control; Medicine; Suicide prevention; Sleep quality; Population","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":[0.0004561426,0.0001483847,0.0002650667,0.0005125309,0.0004927847,0.0004506151,0.0001526223,0.0002810144,0.0009252447],"category_scores_gemma":[0.00264718,0.000107021,0.0002392763,0.0008102754,0.0001900855,0.0003157107,0.0004272602,0.0004590852,0.00008757562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001841424,"about_ca_system_score_gemma":0.0001816372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00264079,"about_ca_topic_score_gemma":0.003810638,"domain_scores_codex":[0.9996649,0.0001144409,0.00005743691,0.00003827955,0.00007515185,0.00004970721],"domain_scores_gemma":[0.9991177,0.0001295521,0.0004306659,0.00003070607,0.00008027812,0.0002110803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003756029,0.0000325594,0.9981675,0.000009660192,0.00002327011,0.00003536211,0.0001010615,0.000008296633,0.00005988401,0.000004632831,0.00003438954,0.001485902],"study_design_scores_gemma":[0.000002508729,0.0000806621,0.9994162,0.000005256624,0.00001308945,0.000118757,0.0002112016,0.0000407361,0.00001133236,0.00000838583,0.00009015007,0.000001626478],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985751,0.0009371033,0.00003719744,0.00006946787,0.000007344133,0.000008271402,0.00006897573,0.000001153663,0.0002953239],"genre_scores_gemma":[0.9996654,0.0001880463,0.0000250954,0.00002015947,0.000006257209,0.00000434337,0.00004775587,3.240486e-7,0.00004267594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00264079,"threshold_uncertainty_score":0.005250812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06754404219975471,"score_gpt":0.399525854730158,"score_spread":0.3319818125304033,"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."}}