{"id":"W4253068311","doi":"10.1200/jco.2019.37.15_suppl.e23017","title":"Estimating survival time in older adults receiving chemotherapy for advanced cancer.","year":2019,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Colorectal cancer; Chemotherapy; Proportional hazards model; Internal medicine; Cancer; Performance status; Survival analysis; Oncology","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":[0.005710378,0.0002511609,0.0003454975,0.0008372348,0.0001691357,0.0003968739,0.0004301612,0.0004406716,0.001618404],"category_scores_gemma":[0.02890514,0.0001682454,0.0006819743,0.0008749606,0.0001835342,0.0004715066,0.0006146734,0.0004034094,0.0001823913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004995005,"about_ca_system_score_gemma":0.0007626967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01148087,"about_ca_topic_score_gemma":0.01244012,"domain_scores_codex":[0.9985446,0.0008058986,0.0001787089,0.0002229572,0.0001921916,0.00005570429],"domain_scores_gemma":[0.9879373,0.007691032,0.003239064,0.000326811,0.0005771652,0.0002285921],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002705656,0.00003354737,0.9779391,0.0001305273,0.0001714715,0.00003824153,0.0001142134,0.003741299,0.00006946069,0.0001667361,0.0004407737,0.01688392],"study_design_scores_gemma":[0.00007709945,0.0007807478,0.9358183,0.000213757,0.0001842732,0.0003972869,0.0003042322,0.05857176,0.0002293055,0.00153149,0.001864643,0.00002710079],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9815851,0.001369137,0.01172105,0.0005407766,0.0000200654,0.0001856758,0.003624311,0.00005328109,0.000900695],"genre_scores_gemma":[0.9945504,0.0002314596,0.003910836,0.00005503911,0.00001159324,0.00006837837,0.001056892,0.000002757394,0.0001126684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01148087,"threshold_uncertainty_score":0.03019971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05624090279665904,"score_gpt":0.4658346157068347,"score_spread":0.4095937129101756,"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."}}