{"id":"W3011431746","doi":"10.1002/cncr.32833","title":"Symptom burden in patients with cancer who are experiencing unplanned hospitalization","year":2020,"lang":"en","type":"article","venue":"Cancer","topic":"Cancer survivorship and care","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute; Massachusetts General Hospital; Leukemia and Lymphoma Society","keywords":"Medicine; Cancer; Logistic regression; Palliative care; Anxiety; Depression (economics); Distress; Quartile; Quality of life (healthcare); Internal medicine; Physical therapy; Psychiatry; Confidence interval","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":[0.0004945226,0.0001672153,0.0003103027,0.0005924437,0.0004294999,0.0007041398,0.0002152133,0.000254658,0.001738854],"category_scores_gemma":[0.003485246,0.0001467617,0.0004129081,0.0007529501,0.0002021497,0.0006071855,0.0006722253,0.0006027228,0.0001188375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000404016,"about_ca_system_score_gemma":0.0004523523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002655995,"about_ca_topic_score_gemma":0.004180987,"domain_scores_codex":[0.9995677,0.0001267162,0.00007760104,0.00005974294,0.00007879497,0.00008946642],"domain_scores_gemma":[0.9976704,0.0002716238,0.001438167,0.0000441096,0.0001488128,0.0004270161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003785373,0.00002340608,0.9981239,0.00001337592,0.00002241164,0.00004529574,0.0001091421,0.00003043998,0.00003072282,0.000008663017,0.0001200072,0.001434695],"study_design_scores_gemma":[0.000003722746,0.00005708336,0.9991404,0.00001352913,0.00001237945,0.000170239,0.0003725339,0.0001007037,0.00001308646,0.00001896565,0.00009462014,0.000002767851],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988981,0.0003250516,0.00002800681,0.0001499993,0.000007647835,0.000006247335,0.0001875118,0.000002032599,0.0003953973],"genre_scores_gemma":[0.9994897,0.0001430463,0.00004514785,0.00004179123,0.00001198039,0.000005905184,0.0002271124,7.417198e-7,0.00003450021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002655995,"threshold_uncertainty_score":0.005816996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01106359156110731,"score_gpt":0.2502961268759432,"score_spread":0.2392325353148358,"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."}}