{"id":"W2298793090","doi":"10.1111/bjh.14033","title":"Patient‐related factors independently impact overall survival in patients with myelodysplastic syndromes: an <scp>MDS</scp>‐<scp>CAN</scp> prospective study","year":2016,"lang":"en","type":"article","venue":"British Journal of Haematology","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":97,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; Statistics Canada; Queen Elizabeth II Health Sciences Centre; Royal Victoria Hospital; Royal Victoria Regional Health Centre; McGill University Health Centre; Dalhousie University; University of Ottawa; Vancouver General Hospital; Princess Margaret Cancer Centre; Alberta Hospital Edmonton; Hamilton Health Sciences; Dr. Georges-L.-Dumont University Hospital Centre; Saskatchewan Cancer Agency; CancerCare Manitoba; Ottawa Hospital; Health Sciences Centre; University of Alberta Hospital; University Health Network; Nova Scotia Health Authority; St. Paul's Hospital; University of British Columbia; Juravinski Cancer Centre; Jewish General Hospital; Sunnybrook Health Science Centre","funders":"Canadian Institutes of Health Research; Celgene","keywords":"Medicine; Comorbidity; Hazard ratio; Proportional hazards model; Internal medicine; Myelodysplastic syndromes; International Prognostic Scoring System; Prospective cohort study; Confidence interval; Multivariate analysis; Grip strength; Physical therapy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007483936,0.0005322826,0.001904231,0.0009619781,0.0001476829,0.00009957743,0.0004901442,0.0004181913,0.0001028784],"category_scores_gemma":[0.004984117,0.0003767389,0.0002391959,0.0006562224,0.000371855,0.0007587727,0.0001948808,0.001590593,0.00003480053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001270146,"about_ca_system_score_gemma":0.001105231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005037499,"about_ca_topic_score_gemma":0.0004840757,"domain_scores_codex":[0.9941202,0.0008685062,0.001469195,0.0006837714,0.001627566,0.00123077],"domain_scores_gemma":[0.9947188,0.001874782,0.0009672222,0.0004340537,0.001178123,0.0008270481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003045056,0.00293027,0.9467942,0.00006078196,0.001052659,0.04459875,0.00250658,0.00001851558,0.00006797696,0.00001477009,0.000810926,0.0008401145],"study_design_scores_gemma":[0.02237356,0.0129869,0.9208699,0.0008035727,0.0002016807,0.03874046,0.003542883,0.00001032596,0.0001348497,0.0001890546,0.00003701725,0.0001097875],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972233,0.0002896877,0.00004050656,0.00004303125,0.0004574368,0.001531647,0.0001131511,0.0000505382,0.0002507435],"genre_scores_gemma":[0.9993503,0.00008562629,0.0000797926,0.00003653878,0.00005734756,0.00002394658,0.00003279823,0.0001233117,0.0002103098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02592423,"threshold_uncertainty_score":0.9998685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01118471901611651,"score_gpt":0.2663060110293128,"score_spread":0.2551212920131963,"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."}}