{"id":"W2913941843","doi":"10.1182/blood-2018-99-115400","title":"Functional Predictors of Chemotherapy Toxicity in Elderly Lymphoma Patients: A Prospective Pilot Study","year":2018,"lang":"en","type":"article","venue":"Blood","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Geriatric oncology; Prospective cohort study; Performance status; Chemotherapy; Internal medicine; Chemotherapy regimen; Dosing; Physical therapy; Cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001513818,0.0004716215,0.0003929699,0.0004568745,0.0004782017,0.0004837949,0.0002559105,0.0003868339,0.001326372],"category_scores_gemma":[0.002440695,0.0002832097,0.0004373205,0.0004712959,0.0003000737,0.0004803366,0.0005162568,0.0005718719,0.0005052935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000239659,"about_ca_system_score_gemma":0.0004704942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001497154,"about_ca_topic_score_gemma":0.001893935,"domain_scores_codex":[0.9994385,0.0002801423,0.00004687481,0.00007368271,0.00008170366,0.00007913056],"domain_scores_gemma":[0.9984712,0.0003509079,0.0003543163,0.00012562,0.0002250033,0.0004729783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002735352,0.002441846,0.9901771,0.00002058158,0.00004842596,0.0001573944,0.0003603269,0.00005048582,0.0006680323,0.00001107925,0.000124034,0.003205346],"study_design_scores_gemma":[0.0006632881,0.01783419,0.9797255,0.000008715083,0.00006172013,0.0004480296,0.0005155471,0.0002642659,0.000187916,0.00002095041,0.0002580602,0.00001166372],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996608,0.00003014256,0.00004575877,0.00001039288,0.000002242355,0.00008155553,0.00007276064,0.000001223558,0.00009495308],"genre_scores_gemma":[0.9993486,0.00003441077,0.0001650416,0.00003639954,0.00001268993,0.0001217859,0.0001880847,8.569631e-7,0.00009209906],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001513818,"threshold_uncertainty_score":0.008005977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1366058212714495,"score_gpt":0.3433231127829309,"score_spread":0.2067172915114815,"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."}}