{"id":"W4406546924","doi":"10.1016/s1541-9800(07)70305-8","title":"10.1016/s1541-9800(07)70305-8","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Autoimmune and Inflammatory Disorders Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Monoclonal gammopathy; Paraproteinemias; Medicine; Monoclonal; Monoclonal antibody; Immunology; Antibody","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001141371,0.003388002,0.002120684,0.002753287,0.002561648,0.0036012,0.003137431,0.006721636,0.9887503],"category_scores_gemma":[0.001531527,0.001055079,0.00174328,0.001946649,0.001770202,0.005099627,0.003223066,0.003240855,0.9917918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001102898,"about_ca_system_score_gemma":0.001224837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003253049,"about_ca_topic_score_gemma":0.002757258,"domain_scores_codex":[0.9992775,0.00004666612,0.00006341951,0.0002346481,0.0001944375,0.0001833642],"domain_scores_gemma":[0.9974898,0.0006116028,0.0001555367,0.0002195362,0.0004829204,0.001040591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000607263,0.000386137,0.000943401,0.000699554,0.00004804758,0.0003277845,0.00009589828,0.0004716499,0.002766819,0.004444635,0.3650159,0.624193],"study_design_scores_gemma":[0.0001123181,0.0002104694,0.001132766,0.000394524,0.00001920278,0.0005186832,0.0001174782,0.0002198667,0.0005424056,0.0006319796,0.99607,0.00003027511],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005685623,0.0006263157,0.0005547267,0.0005885931,0.0004934724,0.0001350834,0.0007592107,0.0007746108,0.9954994],"genre_scores_gemma":[0.0005360749,0.0002514822,0.0003283623,0.0002579835,0.0001192089,0.00006677883,0.0004098036,0.0001186151,0.9979118],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01124972,"threshold_uncertainty_score":0.01604635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009808815995895368,"score_gpt":0.2265521253622693,"score_spread":0.216743309366374,"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."}}