{"id":"W2595917680","doi":"10.1182/blood.v128.22.2271.2271","title":"High-Risk Cytogenetics Multiple Myeloma: Impact of Consolidation and Maintenance","year":2016,"lang":"en","type":"article","venue":"Blood","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Calgary Laboratory Services; Institute of Cancer Research; University of Calgary","funders":"","keywords":"Medicine; Bortezomib; Multiple myeloma; Exact test; Internal medicine; Log-rank test; Oncology; Surgery; Survival analysis","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":[0.0005593904,0.000189721,0.0003548631,0.0002231239,0.0002029821,0.0004240347,0.0002709863,0.0002235312,0.001888655],"category_scores_gemma":[0.00111944,0.00004209355,0.000322108,0.0003301332,0.0002023383,0.0003704152,0.0003407617,0.0004425578,0.0001343288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000532985,"about_ca_system_score_gemma":0.0005866038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001469649,"about_ca_topic_score_gemma":0.002257943,"domain_scores_codex":[0.9997215,0.00007726278,0.00002713312,0.00004940764,0.00006989983,0.00005470524],"domain_scores_gemma":[0.9991153,0.0002300487,0.0002636616,0.00002835403,0.0000632359,0.0002993368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01005579,0.0009304928,0.7483909,0.0001851024,0.0005407135,0.001008379,0.000111874,0.002209386,0.005119095,0.0002285415,0.002234583,0.2289852],"study_design_scores_gemma":[0.0002009014,0.006393832,0.9854904,0.0001150988,0.0004292892,0.002080202,0.0001285968,0.001307026,0.001090982,0.0001969495,0.002556287,0.00001041753],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880923,0.008818182,0.0002246978,0.0005575588,0.00004359852,0.00002597212,0.0001041842,0.0000169602,0.002116537],"genre_scores_gemma":[0.9985897,0.000720533,0.0001105637,0.00009503207,0.00008167306,0.000006125788,0.0001264485,0.00000301091,0.0002668714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001888655,"threshold_uncertainty_score":0.006318212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01759390182531311,"score_gpt":0.2889252435882995,"score_spread":0.2713313417629863,"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."}}