{"id":"W3025629929","doi":"10.1007/s00520-020-05501-1","title":"Patient-reported symptoms in metastatic gastric cancer patients in the last 6 months of life","year":2020,"lang":"en","type":"article","venue":"Supportive Care in Cancer","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"Manitoba Health; Health Sciences Centre; University of Manitoba; Sunnybrook Health Science Centre; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Cancer; Nausea; Palliative care; Internal medicine; Pain medicine; Quality of life (healthcare); Retrospective cohort study; Depression (economics); Logistic regression; Cohort; Nursing research; Performance status; Psychiatry; Anesthesiology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001167912,0.0002153181,0.000561932,0.0002996021,0.0000149225,0.000009509813,0.0001453372,0.00004636562,0.0003690018],"category_scores_gemma":[0.0002803602,0.0001612341,0.0001087802,0.001497579,0.0000665446,0.0001221447,0.00006986847,0.0002862334,0.000003064841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000438054,"about_ca_system_score_gemma":0.0004643466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004796486,"about_ca_topic_score_gemma":0.009876329,"domain_scores_codex":[0.9978017,0.00009108103,0.0008304032,0.0003678439,0.0005349407,0.0003740701],"domain_scores_gemma":[0.999065,0.00007916936,0.0003413181,0.0002004967,0.0002030085,0.0001109951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003689775,0.0001623092,0.9703558,0.000286978,0.00008355003,0.000119209,0.01025248,0.0003131292,0.00001263895,0.000005965458,0.001673341,0.01636562],"study_design_scores_gemma":[0.004377425,0.0005527438,0.9834604,0.0002459552,0.0001262298,5.69183e-7,0.009265608,0.00007718428,0.00008788834,0.00000593539,0.001659304,0.000140714],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941246,0.001840221,0.000004501433,0.001559425,0.0002370144,0.001317042,0.00009632947,0.00001349725,0.0008073825],"genre_scores_gemma":[0.9960788,0.0004231087,0.00002357894,0.00288222,0.00005496147,0.0004300612,0.00006627607,0.00002291835,0.00001802247],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0162249,"threshold_uncertainty_score":0.7250884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02342047190241908,"score_gpt":0.29891492447527,"score_spread":0.2754944525728509,"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."}}