{"id":"W3215969161","doi":"10.1038/s41598-021-02433-6","title":"Development of a new clinical index to easily assess frailty of elderly patients with multiple myeloma in Asian population","year":2021,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital","funders":"","keywords":"Medicine; Hazard ratio; Internal medicine; Confidence interval; Frailty Index; Charlson comorbidity index; Multiple myeloma; Comorbidity; Population","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003578311,0.0007455962,0.0007421323,0.002418362,0.0003444407,0.001213869,0.0005014651,0.0003786799,0.000775111],"category_scores_gemma":[0.006128863,0.0001919872,0.001109983,0.001731626,0.0001961823,0.001017256,0.0009961107,0.0007756999,0.0002542781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006051098,"about_ca_system_score_gemma":0.000965078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004476864,"about_ca_topic_score_gemma":0.006421668,"domain_scores_codex":[0.9990436,0.0003199248,0.0002122817,0.0001183516,0.0002141866,0.00009172058],"domain_scores_gemma":[0.9975423,0.0004496362,0.0007691177,0.0001480615,0.0008604121,0.0002305536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002368432,0.0001132141,0.9715327,0.00006094707,0.0001578757,0.00003997208,0.0001701272,0.0004336325,0.0004788818,0.00007454754,0.0006657689,0.02603541],"study_design_scores_gemma":[0.00006027896,0.0007025086,0.9865242,0.00005895733,0.0002577003,0.0003017932,0.0004587347,0.008027818,0.00073943,0.0002684949,0.002562163,0.00003780851],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841797,0.0009830188,0.008383021,0.000348875,0.00009528257,0.0004654647,0.003049741,0.00009543017,0.00239933],"genre_scores_gemma":[0.9842157,0.0003870157,0.01125153,0.0001382686,0.00007527065,0.0004937552,0.002865054,0.00001220684,0.000561136],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004476864,"threshold_uncertainty_score":0.01892412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07240353791995933,"score_gpt":0.368888899296706,"score_spread":0.2964853613767467,"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."}}