{"id":"W2166508172","doi":"10.1158/0008-5472.can-03-2876","title":"Genetics and Cytogenetics of Multiple Myeloma","year":2004,"lang":"en","type":"article","venue":"Cancer Research","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":686,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Alberta","funders":"National Cancer Institute","keywords":"Monoclonal gammopathy of undetermined significance; Multiple myeloma; Biology; Chromosomal translocation; Cytogenetics; Genetics; Immunology; Cancer research; Chromosome; Monoclonal; Gene; Antibody; Monoclonal antibody","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002698186,0.00009602441,0.0002045957,0.0002063064,0.00009561707,0.0000149335,0.0001014555,0.00007314138,0.00009843578],"category_scores_gemma":[0.0002195931,0.00007900144,0.00004123311,0.0003327986,0.0003911027,0.00002463058,0.0001325348,0.0002485394,0.0000252015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001744329,"about_ca_system_score_gemma":0.0004899612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005929182,"about_ca_topic_score_gemma":0.0001814097,"domain_scores_codex":[0.9983557,0.00005302375,0.000168687,0.0002542371,0.000707662,0.0004606603],"domain_scores_gemma":[0.9988071,0.0001121145,0.00002331781,0.0003192566,0.0004005172,0.0003377204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0008794961,0.0003846095,0.568272,0.0004312799,0.0002168808,0.0002125472,0.0005141473,0.00007097453,0.3457108,0.0002789676,0.0002485286,0.08277982],"study_design_scores_gemma":[0.006378264,0.0009021883,0.3755772,0.0001947554,0.0000238427,0.00003582412,0.0001576558,0.0001027871,0.6131493,0.0005111669,0.002868485,0.00009851956],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925699,0.005278893,0.00004936747,0.0006897859,0.0000275969,0.0005605203,0.00003736908,0.00001408742,0.00077254],"genre_scores_gemma":[0.9934749,0.003989311,0.001883685,0.00002766167,0.00009405545,0.00008530555,0.00001033741,0.00002373131,0.0004110198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2674386,"threshold_uncertainty_score":0.3221585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1273650904996298,"score_gpt":0.4379651948271182,"score_spread":0.3106001043274884,"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."}}