{"id":"W2968672750","doi":"10.1016/j.jpainsymman.2019.08.016","title":"Patient-Reported Symptom Severity Among 22,650 Cancer Outpatients in the Last Six Months of Life","year":2019,"lang":"en","type":"article","venue":"Journal of Pain and Symptom Management","topic":"Cancer survivorship and care","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; Institute for Work & Health; Public Health Ontario; Cancer Care Ontario; Institute for Clinical Evaluative Sciences; University of Calgary; Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto","funders":"Cancer Care Ontario","keywords":"Medicine; Cancer; Comorbidity; Depression (economics); Nausea; Anxiety; Poisson regression; Psychological intervention; Quality of life (healthcare); Poor Appetite; Physical therapy; Internal medicine; Psychiatry; Appetite; Population","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0003699918,0.0002311443,0.0003850607,0.0008498038,0.0004143681,0.0006775293,0.0002068417,0.0005306746,0.001193338],"category_scores_gemma":[0.001729842,0.0002438501,0.0003720678,0.0008533628,0.0002424463,0.0005085747,0.0004646518,0.0005050937,0.0001996939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003673545,"about_ca_system_score_gemma":0.0002420209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01380422,"about_ca_topic_score_gemma":0.0209487,"domain_scores_codex":[0.9996516,0.00008439161,0.00006475257,0.00005949357,0.00006554673,0.00007436242],"domain_scores_gemma":[0.9990411,0.000173612,0.0004166432,0.00002963169,0.0001030864,0.0002358317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000503622,0.00003644517,0.9990213,0.000006528111,0.00002848723,0.0000743385,0.0001453398,0.00001463188,0.0001068803,0.000002516045,0.00007165233,0.0004414143],"study_design_scores_gemma":[0.000003477572,0.00005960805,0.9993722,0.000002431332,0.00001045909,0.0001328702,0.0003105167,0.00003562039,0.00001609099,0.000001731844,0.00005293899,0.000002214209],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990864,0.0001332042,0.00001663923,0.00002675087,0.000004516961,0.000005268996,0.0004384344,0.000002232001,0.000286613],"genre_scores_gemma":[0.9992383,0.00006786655,0.00002575769,0.00003165266,0.000007696161,0.000005458436,0.0004886923,9.541008e-7,0.0001336013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01380422,"threshold_uncertainty_score":0.02744776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008634870056339124,"score_gpt":0.2427367887574136,"score_spread":0.2341019187010744,"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."}}