{"id":"W2002125254","doi":"10.1136/gut.2004.057976","title":"The lighter side of myeloma: an easily overlooked diagnosis","year":2005,"lang":"en","type":"article","venue":"Gut","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Multiple myeloma; Medicine; Internal medicine","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":[0.000118136,0.00009023175,0.0001517207,0.00004225856,0.00009110763,0.00001468459,0.0001008261,0.00004200625,0.000144583],"category_scores_gemma":[0.0001381292,0.00005170798,0.00007505478,0.00007925706,0.00007467539,0.00007802567,0.00003368064,0.00008791379,0.0002460665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004776086,"about_ca_system_score_gemma":0.0000565273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001382422,"about_ca_topic_score_gemma":0.0001915866,"domain_scores_codex":[0.9990841,0.0000419516,0.0001643646,0.0001466964,0.0003027083,0.000260165],"domain_scores_gemma":[0.9991795,0.0001493012,0.00003925002,0.0003811704,0.00007118146,0.0001795885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006677231,0.000904202,0.4752463,0.00004142797,0.0002954241,0.0001257509,0.0004825642,0.00000239727,0.007231042,0.0007298251,0.00807242,0.5062009],"study_design_scores_gemma":[0.002226654,0.000428095,0.8939707,0.00003851322,0.00004639067,0.00001218357,0.00005904798,0.0002219332,0.02458469,0.00008015812,0.07826276,0.00006891666],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834774,0.0008561635,0.000005777749,0.002825739,0.00004084961,0.0003156301,0.0000112275,0.00002953418,0.0124377],"genre_scores_gemma":[0.9952792,0.0002839875,0.0006504141,0.0001997974,0.0002048231,0.0000712009,0.00001457937,0.00001347417,0.003282548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.506132,"threshold_uncertainty_score":0.3162769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02725591982289195,"score_gpt":0.3202149519849468,"score_spread":0.2929590321620549,"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."}}