{"id":"W4400128289","doi":"10.2174/0102506882320073240612103802","title":"Exploring Psychosocial Distress in Cancer Patients and Survivors: A Quick Overview","year":2024,"lang":"en","type":"article","venue":"New Emirates Medical Journal","topic":"Cancer survivorship and care","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Psychosocial; Distress; Psychological intervention; Medicine; Quality of life (healthcare); Anguish; Cancer; Psychiatry; Intensive care medicine; Clinical psychology; Nursing; Internal medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003634809,0.0001658364,0.0003234424,0.0001355788,0.00005810555,0.0001082363,0.0001065767,0.00012346,0.001210593],"category_scores_gemma":[0.0001601514,0.0001265492,0.0001001279,0.0003742778,0.00006578583,0.0002398309,0.00004681266,0.0008842854,0.000013107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001908865,"about_ca_system_score_gemma":0.0005318042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003342672,"about_ca_topic_score_gemma":0.007737526,"domain_scores_codex":[0.9980997,0.00007191491,0.000395789,0.0002518875,0.0008441043,0.0003365395],"domain_scores_gemma":[0.9989675,0.0001043818,0.00004706138,0.00008019593,0.00006317031,0.0007376763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001954595,0.0001542935,0.1992676,0.0005741253,0.00009585253,0.0005833575,0.004981904,5.235564e-7,0.00003511933,0.0001616426,0.01073212,0.783218],"study_design_scores_gemma":[0.01065831,0.001136158,0.536964,0.02855501,0.0003946788,0.000733073,0.002879322,0.0005728782,0.0003020784,0.001988266,0.4147471,0.001069134],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9574971,0.03000537,0.00004024482,0.007889748,0.003848413,0.0001242279,0.00001464237,0.0000435067,0.0005368127],"genre_scores_gemma":[0.9676513,0.02820554,0.00001302642,0.00116217,0.002611745,0.00002644189,0.000009412958,0.00003198299,0.000288382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7821488,"threshold_uncertainty_score":0.9997025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08092986948878873,"score_gpt":0.353519079616777,"score_spread":0.2725892101279883,"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."}}