{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004718856,0.0007024177,0.0007984442,0.001331761,0.001066732,0.0009593804,0.0007063944,0.002088245,0.005025409],"category_scores_gemma":[0.002744927,0.0004004524,0.0002635949,0.00117695,0.001004734,0.001387011,0.000764048,0.001548915,0.001870416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003880665,"about_ca_system_score_gemma":0.0003900074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001138994,"about_ca_topic_score_gemma":0.0007548695,"domain_scores_codex":[0.999498,0.00009406047,0.00004815266,0.0001108722,0.0001019036,0.0001470151],"domain_scores_gemma":[0.998961,0.0003070681,0.0002616937,0.0001180787,0.0001165146,0.0002356821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001039459,0.0001659214,0.5661767,0.0002615843,0.00006833471,0.3655703,0.0003855607,0.000264588,0.006015477,0.001665955,0.008647636,0.04973864],"study_design_scores_gemma":[0.00004866552,0.0002234022,0.1088246,0.0001582079,0.00005376814,0.8810777,0.000605427,0.0007722768,0.001070674,0.001871093,0.005274493,0.0000196576],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9484112,0.01676559,0.003871592,0.008091374,0.0006608798,0.000114496,0.0003740932,0.0002151782,0.02149568],"genre_scores_gemma":[0.9922352,0.002371508,0.0009873633,0.001762782,0.001501056,0.00001225772,0.00009837635,0.00002284682,0.001008588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005025409,"threshold_uncertainty_score":0.01681167,"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."}}