{"id":"W4235606195","doi":"10.1515/iupac.84.0933","title":"Myeloma","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Immunotoxicology and immune responses","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada Research Chairs; University of Toronto","funders":"","keywords":"Glossary; Immunotoxicology; Medicine; Immunology; Immune system; Philosophy; Linguistics","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007224404,0.0006670404,0.001024383,0.0003912878,0.0003739402,0.0000272915,0.0009155195,0.001871496,0.02948432],"category_scores_gemma":[0.001093505,0.0004881727,0.000344336,0.0001692976,0.0008294809,0.0001018982,0.0003812235,0.00121578,0.0002300122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003089739,"about_ca_system_score_gemma":0.001165042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005875368,"about_ca_topic_score_gemma":0.0001196838,"domain_scores_codex":[0.996995,0.000612924,0.000700146,0.00065648,0.0001578431,0.0008776148],"domain_scores_gemma":[0.9974933,0.0004123466,0.0003933188,0.001293876,0.0003666303,0.00004054457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001586716,0.0003243758,0.000005055593,0.0000554621,0.0006836202,0.00007194841,0.00001196414,5.090451e-8,0.007043264,0.00001856269,0.9825236,0.007675406],"study_design_scores_gemma":[0.002193612,0.0006003796,0.0001711565,0.0003086552,0.0002018191,0.0002757341,0.00002406443,1.682906e-8,0.004735425,0.00006602611,0.9908064,0.0006167192],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0006571492,0.01663773,0.00002177972,0.000644386,0.004325093,0.0003748935,0.9770969,0.0001404671,0.0001016344],"genre_scores_gemma":[0.0001215136,0.002310189,0.000005180397,0.0005315687,0.0002477711,0.00004172722,0.9853622,0.00004922778,0.0113306],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02925431,"threshold_uncertainty_score":0.999757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01089542428408958,"score_gpt":0.3666997263349674,"score_spread":0.3558043020508778,"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."}}