{"id":"W6903994437","doi":"10.13429/j.cnki.cjcr.2024.02.014","title":"Comparison of six frailty assessment tools for predicting short-term adverse outcomes in elderly colorectal cancer patients after surgery","year":2024,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Frailty Index; Adverse effect; Colorectal cancer; Receiver operating characteristic; Quality of life (healthcare); Medical record; Cancer","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":[0.003937051,0.0008765244,0.0007467834,0.00162384,0.0002710957,0.0007858693,0.0003312199,0.0005253159,0.0004979596],"category_scores_gemma":[0.01051453,0.0002180567,0.001355003,0.0007502385,0.0002409117,0.0007587879,0.0007538857,0.0005994233,0.0001564183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002869416,"about_ca_system_score_gemma":0.0004040364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001518538,"about_ca_topic_score_gemma":0.002529269,"domain_scores_codex":[0.9985921,0.0005727869,0.0001973401,0.0001500814,0.0003475984,0.0001401007],"domain_scores_gemma":[0.995353,0.002117188,0.001174458,0.0001467005,0.0006940004,0.000514651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009868016,0.00008858008,0.9882257,0.00004317834,0.0002941085,0.00002111237,0.00007246413,0.0003918927,0.0001294468,0.00001878189,0.0001197324,0.009608274],"study_design_scores_gemma":[0.0001179943,0.001537478,0.9892853,0.00005364214,0.0002907415,0.0001228919,0.0002623782,0.007635685,0.0001993544,0.0001283787,0.0003421039,0.00002400215],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978703,0.0008706546,0.0005040058,0.0000682574,0.0000261432,0.00003838717,0.0001926606,0.00001071144,0.0004186745],"genre_scores_gemma":[0.9984876,0.0002613525,0.0007397088,0.00002097617,0.00001833329,0.00003971928,0.0003285769,0.000001580564,0.0001021721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003937051,"threshold_uncertainty_score":0.02082139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2536532997686519,"score_gpt":0.5685098852940285,"score_spread":0.3148565855253765,"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."}}