{"id":"W3198724220","doi":"10.6004/jnccn.2021.7014","title":"Trajectories of Suffering in the Last Year of Life Among Patients With a Solid Metastatic Cancer","year":2021,"lang":"en","type":"article","venue":"Journal of the National Comprehensive Cancer Network","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Health Services and Policy Research","funders":"Duke-NUS Medical School","keywords":"Medicine; Cancer; Confounding; Odds ratio; Cohort; Prospective cohort study; Cohort study; Pediatrics; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0001344627,0.00009290421,0.0004367378,0.00005799998,0.00002811189,0.000004489652,0.0001356948,0.00002499326,0.00004134381],"category_scores_gemma":[0.0002584144,0.00005095586,0.0001303178,0.0004725638,0.0001255071,0.00006351236,0.00002878067,0.0002150159,8.759857e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009260704,"about_ca_system_score_gemma":0.0005339461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007148468,"about_ca_topic_score_gemma":0.0002290728,"domain_scores_codex":[0.9984906,0.0001332974,0.0004536902,0.0000710269,0.0007429942,0.0001084284],"domain_scores_gemma":[0.9961575,0.0004721697,0.000646081,0.00007972689,0.002608884,0.00003565703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005309964,0.0001104525,0.9447454,0.0001692514,0.0006142986,0.000004614666,0.001905343,0.04905813,0.0003058713,0.0001082566,0.00232248,0.0001248904],"study_design_scores_gemma":[0.001931731,0.0001597236,0.9902542,0.002709056,0.000195808,0.000003568276,0.001211426,0.0001082431,0.001510768,0.0001797686,0.001675963,0.00005976012],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912027,0.007741413,0.00003293207,0.0004124182,0.0003115762,0.000125553,0.00003696366,0.000001013397,0.0001354452],"genre_scores_gemma":[0.9979826,0.0007281062,0.0004802035,0.0004406967,0.000333717,0.00000581071,0.000002995554,0.000008942092,0.00001699644],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04894989,"threshold_uncertainty_score":0.207792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09487665685362046,"score_gpt":0.386034090513386,"score_spread":0.2911574336597655,"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."}}