{"id":"W2765843352","doi":"10.1002/cncr.30912","title":"The relationship between physical and psychological symptoms and health care utilization in hospitalized patients with advanced cancer","year":2017,"lang":"en","type":"article","venue":"Cancer","topic":"Cancer survivorship and care","field":"Medicine","cited_by":238,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute","keywords":"Medicine; Cancer; Health care; Intensive care medicine; Gerontology; Family medicine; Internal medicine","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":[0.0007754937,0.0001656368,0.0002553129,0.0005753513,0.0002906833,0.0006216855,0.0002492903,0.000263161,0.001135586],"category_scores_gemma":[0.00478499,0.0001662601,0.0003681717,0.0009196374,0.000213753,0.0003880287,0.0004833187,0.0006246914,0.00007694861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004904891,"about_ca_system_score_gemma":0.000475589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005718531,"about_ca_topic_score_gemma":0.008966668,"domain_scores_codex":[0.9994486,0.0001715533,0.000106555,0.0000555913,0.0001275134,0.00009020605],"domain_scores_gemma":[0.9966449,0.0006837892,0.001871107,0.00006912107,0.0002538344,0.0004772543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002995815,0.0000203325,0.9991949,0.000007278588,0.00002384144,0.00001610788,0.00002007688,0.00002913291,0.0000156114,0.000004056286,0.00004999636,0.0005885376],"study_design_scores_gemma":[0.000003398433,0.00003381797,0.99962,0.000004720345,0.00001064342,0.00006575954,0.00006500835,0.0001425923,0.000007459975,0.000008140452,0.0000371188,0.000001415728],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999112,0.0003420569,0.00002549311,0.000113391,0.000004601839,0.000005165733,0.000186437,0.000001306837,0.0002095975],"genre_scores_gemma":[0.9995694,0.0001156212,0.00003345131,0.0000274811,0.0000101957,0.000004541399,0.0002094151,4.647883e-7,0.00002948241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005718531,"threshold_uncertainty_score":0.01137048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07118271945698895,"score_gpt":0.4074800150391292,"score_spread":0.3362972955821402,"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."}}