{"id":"W2015577159","doi":"10.1038/bcj.2012.47","title":"Multiple myeloma is affected by multiple and heterogeneous somatic mutations in adhesion- and receptor tyrosine kinase signaling molecules","year":2013,"lang":"en","type":"article","venue":"Blood Cancer Journal","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University Medical Centre","funders":"Deutsche Forschungsgemeinschaft","keywords":"Biology; Receptor tyrosine kinase; Cancer research; KRAS; Somatic cell; Signal transduction; ERBB3; Germline mutation; Mutation; Multiple myeloma; Genetics; Gene; Cell biology; Immunology","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":[0.0001125176,0.0002195157,0.0003322095,0.000196239,0.0002166547,0.0001242567,0.00006382402,0.00008659207,0.0005192545],"category_scores_gemma":[0.0002400874,0.0001761854,0.00006114467,0.000157758,0.00008678588,0.0001724201,0.00004366512,0.0002923032,0.00001977206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008499035,"about_ca_system_score_gemma":0.0001071468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007889593,"about_ca_topic_score_gemma":0.0001436296,"domain_scores_codex":[0.9985074,0.0001093437,0.0003459827,0.0002842138,0.0003251561,0.0004279231],"domain_scores_gemma":[0.9989102,0.0001899096,0.0001195465,0.0001376189,0.0001340366,0.0005086383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001985195,0.0007057629,0.3479345,0.0001804088,0.0003727578,0.0003022974,0.0007239542,0.00002696939,0.6157781,5.359078e-7,0.0008643318,0.03291183],"study_design_scores_gemma":[0.03367476,0.001398901,0.3383443,0.001684788,0.0004126962,0.001452299,0.0005609649,0.01995839,0.6015083,0.0001566286,0.0002711586,0.0005768515],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868274,0.01144139,0.0000587286,0.0008201751,0.00004973146,0.000690034,0.00007789639,0.00002536352,0.000009235104],"genre_scores_gemma":[0.9943208,0.001651647,0.003411699,0.0001866148,0.00009448556,0.0001698615,0.00003729857,0.00003583124,0.00009180568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03347624,"threshold_uncertainty_score":0.7184631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01489273245127348,"score_gpt":0.275135734178183,"score_spread":0.2602430017269096,"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."}}