{"id":"W2007047214","doi":"10.1111/j.1365-2141.2005.05849.x","title":"Lack of CD27 in myeloma delineates different presentation and outcome","year":2005,"lang":"en","type":"article","venue":"British Journal of Haematology","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotel Dieu Hospital","funders":"","keywords":"Multiple myeloma; Medicine; Internal medicine; Presentation (obstetrics); Plasma cell; Overall survival; Gastroenterology; Pathology; Surgery","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":[0.0001619866,0.00007141936,0.0005176481,0.0001732981,0.0000171893,0.000009877971,0.00005119757,0.00006066529,0.00008406383],"category_scores_gemma":[0.0003104755,0.00006264886,0.00006458398,0.00006149898,0.00008077714,0.00008651676,0.00002639016,0.0001747592,0.000003313289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003163751,"about_ca_system_score_gemma":0.00003359403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001087561,"about_ca_topic_score_gemma":0.0004600291,"domain_scores_codex":[0.9988486,0.00008310955,0.0006141123,0.00008734805,0.0001959124,0.0001708999],"domain_scores_gemma":[0.9993664,0.000112383,0.0001906629,0.00006132788,0.0001463853,0.000122854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003815339,0.0004166243,0.9152541,0.0001438076,0.0001092303,0.01120239,0.0000931369,0.000007107006,0.0007300072,0.00005851413,0.0003936992,0.07120984],"study_design_scores_gemma":[0.005791028,0.0003522357,0.910579,0.000278808,0.00004643305,0.07853651,0.0001067812,0.0004147365,0.003545912,0.0001294683,0.0001679299,0.00005116851],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946635,0.003423803,0.00006405875,0.00151561,0.00003700536,0.0001451855,0.000005604252,0.000003151535,0.0001420828],"genre_scores_gemma":[0.997316,0.0008378112,0.001605836,0.00006968804,0.00005615153,0.000002923964,0.000005629968,0.000007907909,0.0000980637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07115867,"threshold_uncertainty_score":0.2554747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06164315930163292,"score_gpt":0.3794916765410867,"score_spread":0.3178485172394538,"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."}}