{"id":"W4385667566","doi":"10.1097/01.hs9.0000970804.07945.f9","title":"P975: THREE-DIMENSIONAL TELOMERE PROFILING PREDICTS RISK OF RELAPSE IN NEWLY DIAGNOSED MULTIPLE MYELOMA PATIENTS","year":2023,"lang":"en","type":"article","venue":"HemaSphere","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Genomics; University of Manitoba","funders":"","keywords":"Medicine; Multiple myeloma; Internal medicine; Oncology; Disease; Regimen; Cancer","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":[0.0003498783,0.0002398794,0.0002823698,0.0006270619,0.0003487851,0.0009288613,0.0003730872,0.0008107936,0.004183054],"category_scores_gemma":[0.001305983,0.000113318,0.0005109179,0.0007772701,0.0001254518,0.0003300574,0.000403784,0.000662193,0.001018754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003268905,"about_ca_system_score_gemma":0.0002275935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001586435,"about_ca_topic_score_gemma":0.001811289,"domain_scores_codex":[0.9998583,0.0000255935,0.00002054627,0.00003116646,0.00004068162,0.00002378416],"domain_scores_gemma":[0.9993454,0.00008949934,0.0002719288,0.00002334218,0.0001231253,0.000146584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009961216,0.0001175242,0.9686192,0.00009678923,0.0001133954,0.0001819562,0.00005712296,0.0002123023,0.001325561,0.00005445516,0.00364566,0.02457986],"study_design_scores_gemma":[0.00003470664,0.0002642288,0.9951159,0.00003870691,0.0001206805,0.0006349646,0.0001124272,0.0009203899,0.0005042984,0.0001375385,0.002103127,0.00001298058],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988721,0.004088622,0.0002987398,0.0008156737,0.0001198764,0.00003341128,0.002474167,0.00004854428,0.003400017],"genre_scores_gemma":[0.9939126,0.0009528978,0.0003853894,0.0002495919,0.0001579053,0.00003328402,0.002346311,0.000007622986,0.001954255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004183054,"threshold_uncertainty_score":0.01399368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02200217398086665,"score_gpt":0.2749634033746062,"score_spread":0.2529612293937396,"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."}}