{"id":"W3172578726","doi":"10.1080/10428194.2021.1938029","title":"Prognostic value of disease risk score versus gait speed in older adults with lymphoma","year":2021,"lang":"en","type":"article","venue":"Leukemia & lymphoma/Leukemia and lymphoma","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"Dana-Farber Cancer Institute","keywords":"Medicine; Gait; Internal medicine; Lymphoma; Cohort; Disease; Preferred walking speed; Oncology; Physical medicine and rehabilitation","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":[0.000621916,0.0002851868,0.0003642178,0.0006436065,0.0001534153,0.0004265788,0.0001469914,0.0003652662,0.0009361874],"category_scores_gemma":[0.003453589,0.0001000195,0.0002953142,0.0006000549,0.0001489285,0.0003997615,0.0003723197,0.0003357186,0.0001559071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001265442,"about_ca_system_score_gemma":0.0001090613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009422483,"about_ca_topic_score_gemma":0.001560789,"domain_scores_codex":[0.9997955,0.00008282967,0.00002614948,0.00003347598,0.00002570286,0.00003642235],"domain_scores_gemma":[0.9988926,0.0003284485,0.0004147569,0.00006421838,0.0001002103,0.0001997035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003075456,0.00001565342,0.997034,0.000005787321,0.00003227398,0.00003118293,0.00001457592,0.00004963046,0.0001127873,0.000007566374,0.00003232551,0.002356684],"study_design_scores_gemma":[0.00001207485,0.0003395785,0.9986967,0.000007819249,0.00004781614,0.0001766369,0.00004671039,0.0004659401,0.00006517678,0.0000417866,0.00009607467,0.000003660979],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991624,0.0004074572,0.00005798103,0.00002989065,0.000006878602,0.000003291186,0.00009596551,0.000002237691,0.0002338963],"genre_scores_gemma":[0.9996364,0.00009178077,0.00005134177,0.00001354443,0.00001399801,0.000002119439,0.00012112,6.858837e-7,0.00006909738],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009422483,"threshold_uncertainty_score":0.003289044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01329706388968618,"score_gpt":0.25933042327734,"score_spread":0.2460333593876538,"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."}}