{"id":"W4383561158","doi":"10.14740/jh1137","title":"Amplification of Chromosome 1q Predicts Poor Overall Survival in Newly Diagnosed Multiple Myeloma Patients","year":2023,"lang":"en","type":"article","venue":"Journal of Hematology","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Multiple myeloma; Internal medicine; Oncology; Autologous stem-cell transplantation; Chromosome; Clinical endpoint; Population; Multivariate analysis; Transplantation; Overall survival; Clinical trial; Biology; Genetics; Gene","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003662795,0.0002088825,0.0002209992,0.0006199554,0.0002376955,0.0003802102,0.0002214046,0.0003055397,0.002050972],"category_scores_gemma":[0.001740853,0.000133449,0.0002401925,0.0005601923,0.0002342615,0.000288072,0.0002896526,0.0004247245,0.0002062967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002228823,"about_ca_system_score_gemma":0.0002461526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001042099,"about_ca_topic_score_gemma":0.001546292,"domain_scores_codex":[0.999859,0.00003014434,0.00001716734,0.00003262368,0.00003421905,0.00002681794],"domain_scores_gemma":[0.9986429,0.0003584173,0.0006652804,0.00003942428,0.00007998174,0.0002140606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001193661,0.00001223467,0.9987313,0.000004931003,0.00001379943,0.00006557839,0.00001148397,0.00004882639,0.0001950303,0.000004013551,0.00005696636,0.0007365517],"study_design_scores_gemma":[0.000009323483,0.00006501107,0.9988965,0.000003357568,0.00002902275,0.0005958357,0.00003376657,0.0001459105,0.00009834295,0.00001455887,0.0001063561,0.000002005075],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992697,0.0002762555,0.0000443693,0.00003947047,0.000004618324,0.000003830854,0.0001227357,0.00000302402,0.0002360137],"genre_scores_gemma":[0.9995158,0.0001226991,0.00004626438,0.00001314789,0.00001299188,0.000004054545,0.0002068573,9.863684e-7,0.00007734729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002050972,"threshold_uncertainty_score":0.00686115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03166147673557437,"score_gpt":0.3100659951409624,"score_spread":0.2784045184053881,"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."}}