{"id":"W2024971109","doi":"10.1016/j.ijrobp.2005.06.039","title":"Outcomes and patterns of failure in solitary plasmacytoma: A multicenter Rare Cancer Network study of 258 patients","year":2005,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":278,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Multiple myeloma; Radiation therapy; Chemotherapy; Multivariate analysis; Cancer; Plasmacytoma; Internal medicine; Surgery; Radiology; Oncology","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":[0.0002218788,0.0001491545,0.0005473907,0.0001850371,0.00002391388,0.00000540813,0.0001763361,0.0001103472,0.00004355135],"category_scores_gemma":[0.0001671883,0.0001160952,0.0001095165,0.00009243571,0.00006970009,0.0001547454,0.00007501675,0.000285667,0.000001919131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003763979,"about_ca_system_score_gemma":0.0001804426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002312482,"about_ca_topic_score_gemma":0.0005241966,"domain_scores_codex":[0.998365,0.0001829554,0.0007713421,0.0001612931,0.0003195441,0.0001998948],"domain_scores_gemma":[0.9981626,0.0003140276,0.0007267207,0.0001024452,0.0005894098,0.0001048104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001065113,0.002600536,0.9229335,0.00001602937,0.0008589288,0.00003642817,0.001009789,0.0006164305,0.0001064027,0.00004820011,0.0001006813,0.07060799],"study_design_scores_gemma":[0.02447378,0.001698518,0.9709762,0.0001125435,0.00009059593,0.00001356206,0.0002687482,0.001449006,0.0002777445,0.0001076107,0.0004580474,0.000073578],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978461,0.0002126056,0.00008775436,0.0009436336,0.0003614906,0.0004093992,0.0001059509,0.000005350684,0.00002767069],"genre_scores_gemma":[0.9981269,0.0003139434,0.0008212721,0.0001664671,0.0004721358,0.00001722725,0.00005304341,0.00001431858,0.00001467792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07053442,"threshold_uncertainty_score":0.4734223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02095780984225487,"score_gpt":0.3561254426836296,"score_spread":0.3351676328413747,"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."}}