{"id":"W3135809705","doi":"10.1200/jco.2021.39.6_suppl.42","title":"Symptom burden, functional status, and clinical outcomes of hospitalized patients with advanced genitourinary cancers.","year":2021,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Multiple and Secondary Primary Cancers","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Conquer Cancer Foundation","keywords":"Medicine; Cancer; Prostate cancer; Internal medicine; Genitourinary system; Bladder cancer; Kidney cancer; Univariate analysis; Performance status; Oncology; Multivariate analysis","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":[0.0004460032,0.0001870888,0.0002812913,0.0004545113,0.0003708572,0.000621798,0.0002147128,0.0002270707,0.001602807],"category_scores_gemma":[0.002548761,0.0001259461,0.0003256733,0.0008401221,0.0001939389,0.0004004518,0.000470705,0.0004487964,0.0001234344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003823347,"about_ca_system_score_gemma":0.0004302221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003101321,"about_ca_topic_score_gemma":0.004752775,"domain_scores_codex":[0.9996859,0.00008048603,0.00005374139,0.00004432458,0.00006991828,0.00006564019],"domain_scores_gemma":[0.998208,0.0002738868,0.0009419776,0.00003591633,0.0001426089,0.000397612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004037634,0.00002537616,0.9991745,0.000008019152,0.00001925346,0.0000260286,0.00002451386,0.00002665149,0.00002704183,0.000004251254,0.00006859259,0.0005552075],"study_design_scores_gemma":[0.000005017376,0.00005766519,0.9995585,0.000005733806,0.00001276023,0.0001044518,0.00007544825,0.0001000922,0.00001398761,0.000009095827,0.00005566681,0.00000158379],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989023,0.000306045,0.00001851484,0.00006696049,0.000004472932,0.00000568158,0.000349908,0.000001532194,0.0003445453],"genre_scores_gemma":[0.9995055,0.00006954904,0.00002248268,0.00002208066,0.000007124538,0.00000491382,0.0003376981,3.791126e-7,0.00003023847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003101321,"threshold_uncertainty_score":0.006166518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05310652804474687,"score_gpt":0.4140659783280936,"score_spread":0.3609594502833467,"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."}}