{"id":"W2093448498","doi":"10.1016/j.clinbiochem.2008.08.019","title":"Monoclonal IgM gammopathy: Drastic bias between nephelometry and electrophoresis peak measurement","year":2008,"lang":"en","type":"article","venue":"Clinical Biochemistry","topic":"Monoclonal and Polyclonal Antibodies Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hôpital Notre-Dame","funders":"","keywords":"Nephelometry; Monoclonal gammopathy; Paraproteinemias; Monoclonal gammopathy of undetermined significance; Gammopathy; Chemistry; Chromatography; Monoclonal; Medicine; Monoclonal antibody; Immunology; Antibody","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":[0.03449684,0.0007923492,0.001262518,0.00207686,0.0005233879,0.001661969,0.001353003,0.001377615,0.0008782672],"category_scores_gemma":[0.08064402,0.0006619274,0.0003859891,0.00147939,0.0007025261,0.0008045327,0.001192397,0.001079502,0.0008891913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005365737,"about_ca_system_score_gemma":0.0007197366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008437994,"about_ca_topic_score_gemma":0.001299092,"domain_scores_codex":[0.9709707,0.01611471,0.002157614,0.003460663,0.006676448,0.0006197861],"domain_scores_gemma":[0.9063026,0.07482385,0.005350296,0.006712317,0.005462793,0.001348105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005735168,0.0002135763,0.8183491,0.0006489989,0.000834197,0.0009675867,0.0007455488,0.001999893,0.0571381,0.002042765,0.002854049,0.108471],"study_design_scores_gemma":[0.0002534689,0.001339391,0.8190224,0.0003413885,0.0009779499,0.01618492,0.0003044471,0.02538317,0.1216603,0.006184321,0.008219331,0.0001290483],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8626108,0.01903508,0.103048,0.001464002,0.001785813,0.000147799,0.0008587468,0.001997208,0.009052601],"genre_scores_gemma":[0.983105,0.000839361,0.01334334,0.0008947324,0.0005426878,0.0000350904,0.0003187259,0.0003025336,0.0006185732],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03449684,"threshold_uncertainty_score":0.1824389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2322849924558052,"score_gpt":0.3828697989135076,"score_spread":0.1505848064577024,"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."}}