{"id":"W2031141630","doi":"10.1038/bmt.2009.335","title":"Genetic polymorphisms associated with outcome in multiple myeloma patients receiving high-dose melphalan","year":2009,"lang":"en","type":"article","venue":"Bone Marrow Transplantation","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Cancer Foundation","funders":"Ministero dell’Istruzione, dell’Università e della Ricerca","keywords":"Single-nucleotide polymorphism; Medicine; Melphalan; XRCC1; Genotyping; Oncology; Mucositis; Internal medicine; Haplotype; Pharmacogenetics; Genotype; Multiple myeloma; Genetics; Toxicity; Biology; Gene","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":[0.0001440037,0.0002362537,0.0003662959,0.0002892775,0.00008695589,0.00002532289,0.00006739671,0.0001130798,0.00004343611],"category_scores_gemma":[0.0001056478,0.0001942945,0.00006249047,0.0003512666,0.00003584024,0.0001422753,0.000004434802,0.0001918947,0.0000295205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002096498,"about_ca_system_score_gemma":0.00005873025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004810431,"about_ca_topic_score_gemma":0.001359502,"domain_scores_codex":[0.9980951,0.0001082281,0.0004204155,0.0003553479,0.0005578805,0.0004630359],"domain_scores_gemma":[0.9992758,0.0001185861,0.0001080334,0.0002023982,0.00009070961,0.0002044809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002072717,0.0007192633,0.9701456,0.00004485375,0.00005886723,0.0008663039,0.0003456539,0.00003289791,0.00440427,0.000007318173,0.00001227191,0.02129],"study_design_scores_gemma":[0.0181009,0.0008932192,0.9784164,0.0002584873,0.0001095739,0.00003926146,0.00001527374,0.0004597223,0.001478871,0.00003373566,0.000003713677,0.000190793],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997943,0.00005958507,0.000150712,0.0003476566,0.00004779312,0.0008722984,0.00007077029,0.00008804536,0.0004201726],"genre_scores_gemma":[0.9969097,0.00006072086,0.001476525,0.0001615034,0.00002725065,0.00004418282,0.001075659,0.00002957001,0.0002149059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02109921,"threshold_uncertainty_score":0.79231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02085842810874624,"score_gpt":0.2614323060831349,"score_spread":0.2405738779743887,"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."}}