{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007663168,0.0004585399,0.0007549709,0.001085801,0.001167139,0.0008634009,0.0009725768,0.0006110222,0.001350946],"category_scores_gemma":[0.002472895,0.0005012273,0.0005240221,0.001796341,0.0007064316,0.001152239,0.00113967,0.0005416445,0.0002672643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001016836,"about_ca_system_score_gemma":0.0006894229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009881189,"about_ca_topic_score_gemma":0.01167611,"domain_scores_codex":[0.999095,0.0002437166,0.0001078488,0.0002831428,0.0001056767,0.0001645903],"domain_scores_gemma":[0.9977008,0.0003841031,0.0009873922,0.0001507893,0.0001913085,0.0005856357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001477188,0.00003825611,0.9990822,0.000003308046,0.00003530908,0.000113637,0.0001098509,0.00003888981,0.0001263345,0.000008544619,0.0000480296,0.0002479785],"study_design_scores_gemma":[0.00003237443,0.0002037227,0.9982268,0.000003509247,0.00004031801,0.0005773734,0.0005546971,0.0002071777,0.00005557971,0.0000223055,0.00006846481,0.000007781566],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996711,0.00003798164,0.00001736154,0.00001393073,0.000001003996,0.000004196015,0.0001806957,0.000001202848,0.00007260722],"genre_scores_gemma":[0.9994004,0.00002923013,0.00002751094,0.00001431229,0.000004871363,0.000008799792,0.0004670122,0.000001724565,0.00004614435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009881189,"threshold_uncertainty_score":0.01964736,"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."}}