{"id":"W2057554423","doi":"10.1080/13548506.2012.689839","title":"Cancer patients, their caregivers and coping with loneliness","year":2012,"lang":"en","type":"article","venue":"Psychology Health & Medicine","topic":"Health, psychology, and well-being","field":"Health Professions","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; York University","funders":"","keywords":"Loneliness; Social support; Denial; Spouse; Psychology; Distancing; Clinical psychology; Coping (psychology); UCLA Loneliness Scale; Population; Psychiatry; Medicine; Disease; Psychotherapist; Coronavirus disease 2019 (COVID-19)","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":[0.002193061,0.0003225424,0.0007882884,0.0002291387,0.001048061,0.000001705241,0.000183069,0.0003946409,0.0005565878],"category_scores_gemma":[0.0001399519,0.0002158988,0.00002398402,0.000352402,0.0004852893,0.0001398705,0.00003564288,0.001337108,0.00007507791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002162557,"about_ca_system_score_gemma":0.0003625591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002277219,"about_ca_topic_score_gemma":0.0004469024,"domain_scores_codex":[0.9955373,0.001109804,0.0008838742,0.0005626701,0.0002348888,0.00167147],"domain_scores_gemma":[0.9972435,0.0005298785,0.0005138378,0.0004816881,0.0002307249,0.001000326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002500112,0.0001805333,0.7214069,0.0008679921,0.00005391756,0.000003093779,0.06161477,4.088143e-7,0.00001840527,0.0007037069,0.1521635,0.06273676],"study_design_scores_gemma":[0.005676438,0.0005972208,0.6430868,0.0007502382,0.00002584122,0.00001317055,0.004763452,0.000002852455,8.734164e-7,0.0001111663,0.3447638,0.0002081799],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.733843,0.02138264,0.001742331,0.2136618,0.0112914,0.002522729,0.00003960704,0.0002531293,0.01526325],"genre_scores_gemma":[0.8283893,0.009788334,0.0001808232,0.1581461,0.002773354,0.0002575988,0.00006156064,0.00006744327,0.0003354168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1926003,"threshold_uncertainty_score":0.8804099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07031655925997021,"score_gpt":0.4882949739360113,"score_spread":0.4179784146760411,"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."}}