{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002381456,0.00005786254,0.0001715348,0.0001056277,0.00009769441,0.00006527756,0.0001522606,0.00005078858,0.0001775092],"category_scores_gemma":[0.0003935817,0.00004339598,0.00001606813,0.0001332486,0.0003056372,0.0003139043,0.00006995026,0.0002902184,3.959221e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008437455,"about_ca_system_score_gemma":0.0003646353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001579538,"about_ca_topic_score_gemma":0.002744697,"domain_scores_codex":[0.9968185,0.0005446348,0.0003695656,0.0001445821,0.001843693,0.0002790247],"domain_scores_gemma":[0.9988365,0.0002560496,0.0003258491,0.00005152845,0.0002239226,0.0003061713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001808114,0.001050398,0.9619927,0.00001250877,0.00006032221,0.000005471486,0.0009490266,0.000003467605,0.000008244623,0.0005143343,0.0001049154,0.0351178],"study_design_scores_gemma":[0.00139904,0.000453517,0.9937832,0.00004460866,0.000001016527,0.000001511249,0.002401341,0.000001954002,0.000002289121,0.0001980103,0.00166879,0.00004467026],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887425,0.0007607567,0.00001252785,0.009752128,0.0001039354,0.0001434144,0.000125728,0.000001343665,0.0003576059],"genre_scores_gemma":[0.9963123,0.003224846,0.0001241497,0.0001688255,0.00006974438,0.000006722997,0.00002562876,0.000004135655,0.00006363862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03507313,"threshold_uncertainty_score":0.2387799,"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."}}