{"id":"W2519016435","doi":"10.1002/cam4.860","title":"Symptom clusters and survival in Portuguese patients with advanced cancer","year":2016,"lang":"en","type":"article","venue":"Cancer Medicine","topic":"Cancer survivorship and care","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Bruyère; University of Ottawa","funders":"","keywords":"Medicine; Internal medicine; Nausea; Constipation; Performance status; Vomiting; Depression (economics); Prospective cohort study; Anxiety; Cancer; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004024169,0.0002132852,0.0002853149,0.000781435,0.0004458876,0.000540042,0.0001961067,0.0002711593,0.001141163],"category_scores_gemma":[0.002599894,0.0001714324,0.0005910351,0.0008652317,0.0002364041,0.0002620916,0.0006521129,0.0003612488,0.0001231161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004504132,"about_ca_system_score_gemma":0.000459843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009908377,"about_ca_topic_score_gemma":0.0108675,"domain_scores_codex":[0.9997639,0.00007106221,0.00002374701,0.00004029599,0.00003656748,0.0000644909],"domain_scores_gemma":[0.999162,0.0001421641,0.0004541852,0.00003896523,0.0000735517,0.0001291959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001241918,0.00002428093,0.9975548,0.00001893339,0.0000268307,0.00009090247,0.0002237612,0.00004736904,0.0001120699,0.00002015599,0.00008909879,0.001667596],"study_design_scores_gemma":[0.000008330462,0.00006705953,0.9988747,0.00001315124,0.00001278251,0.0001854302,0.0004561677,0.0001429088,0.00001596367,0.00003009881,0.0001898393,0.000003652341],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992315,0.0001518125,0.00002670851,0.0000513033,0.000004516738,0.000005187566,0.0001697134,0.000001189095,0.0003581194],"genre_scores_gemma":[0.9996327,0.00008027785,0.00002684413,0.00001427712,0.000006262186,0.00000385039,0.0001782082,7.026119e-7,0.0000567367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009908377,"threshold_uncertainty_score":0.01970142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01018739501178259,"score_gpt":0.2749553174842061,"score_spread":0.2647679224724235,"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."}}