{"id":"W2286812527","doi":"10.1182/blood.v122.21.3396.3396","title":"Early Relapse After Single ASCT For MM Patients Is a Major Predictor Of Survival In The Era Of Novel Agents","year":2013,"lang":"en","type":"article","venue":"Blood","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Multiple myeloma; Internal medicine; Autologous stem-cell transplantation; Hazard ratio; Oncology; Proportional hazards model; Cohort; Multivariate analysis; Single Center; Median follow-up; Progression-free survival; Surgery; Overall survival; Confidence interval","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":[0.000680858,0.000174196,0.0003574535,0.0003271755,0.0002477274,0.0005004003,0.0002324926,0.000314918,0.002735082],"category_scores_gemma":[0.001723513,0.0001138839,0.0003388447,0.0003385447,0.0002484901,0.0004054066,0.0004090947,0.0006965489,0.0003075472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001942517,"about_ca_system_score_gemma":0.0002592354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004216834,"about_ca_topic_score_gemma":0.0008167712,"domain_scores_codex":[0.999676,0.00009527626,0.00003209008,0.00005494037,0.00006801222,0.00007371723],"domain_scores_gemma":[0.9979698,0.0004896034,0.0009256247,0.00007535685,0.000112279,0.0004273636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003676454,0.00004160987,0.9955596,0.00000706357,0.00002084884,0.0001073262,0.0000188188,0.00005229924,0.000512647,0.000008439808,0.0001151396,0.00318858],"study_design_scores_gemma":[0.00001134488,0.0004052373,0.9979572,0.000008465106,0.0000275516,0.0007177603,0.00007384048,0.0002939908,0.000222173,0.00002593402,0.0002534765,0.000002947254],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989715,0.0004195068,0.00008712617,0.0001205313,0.000006920393,0.000005425305,0.00008539978,0.000003648812,0.0002999726],"genre_scores_gemma":[0.9995339,0.00008558504,0.00006068008,0.00003043038,0.00002424858,0.000004105461,0.0001034523,0.000001545257,0.0001561078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002735082,"threshold_uncertainty_score":0.00914973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02879143622428234,"score_gpt":0.2744883921870438,"score_spread":0.2456969559627614,"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."}}