{"id":"W4405189232","doi":"10.3390/healthcare12232487","title":"Impact of Symptom Distress on the Quality of Life of Oncology Palliative Care Patients: A Portuguese Cross-Sectional Study","year":2024,"lang":"en","type":"article","venue":"Healthcare","topic":"Cancer survivorship and care","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universidade do Porto","keywords":"Cross-sectional study; Medicine; Palliative care; Quality of life (healthcare); Portuguese; Distress; Intensive care medicine; Internal medicine; Oncology; Family medicine; Nursing; Clinical psychology; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001449169,0.0002334815,0.0004907144,0.0009300254,0.0005164773,0.0006606329,0.0003044208,0.0004988199,0.001857436],"category_scores_gemma":[0.002491911,0.0003763653,0.0005727062,0.0009214727,0.0004018373,0.0004397268,0.0006073788,0.0004711126,0.0001976894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003298145,"about_ca_system_score_gemma":0.0003873829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001970425,"about_ca_topic_score_gemma":0.003272368,"domain_scores_codex":[0.9994222,0.0002014009,0.00009351812,0.0000807507,0.0001166605,0.0000854758],"domain_scores_gemma":[0.9982433,0.0005034196,0.0007563411,0.00009028874,0.0001566439,0.0002499656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001039929,0.0002543462,0.995624,0.0001463465,0.00004830223,0.0001532396,0.001220007,0.00002694443,0.0002016057,0.0000309205,0.000115594,0.002074697],"study_design_scores_gemma":[0.00001303519,0.0004325131,0.9962348,0.00006855965,0.00002676682,0.0004567406,0.002254165,0.00007742865,0.00004623114,0.00002265275,0.0003606296,0.00000638779],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988413,0.0002841623,0.00005023035,0.00004418011,0.000005039778,0.00003972339,0.0002073343,0.000001086562,0.0005270075],"genre_scores_gemma":[0.9993331,0.0002247766,0.00009856992,0.00004639067,0.000007346638,0.00003955038,0.0001678034,9.564062e-7,0.00008144083],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001970425,"threshold_uncertainty_score":0.007664025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09743823218842716,"score_gpt":0.4749914687114101,"score_spread":0.3775532365229829,"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."}}