{"id":"W2007502238","doi":"10.1159/000205622","title":"Nonsecretory Myeloma: A Study on Hypoimmunoglobulinemia","year":2009,"lang":"en","type":"article","venue":"Acta Haematologica","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Royal Victoria Hospital","funders":"Arthritis Society","keywords":"Multiple myeloma; Polyclonal antibodies; Antibody; Medicine; Immunology; In vitro; Biology; Internal medicine; Genetics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003702355,0.000485627,0.0006086476,0.0009672486,0.0008864335,0.000534659,0.0003743136,0.0007695665,0.001164642],"category_scores_gemma":[0.00105627,0.0001905813,0.0004564364,0.000834159,0.0004507418,0.0004596412,0.0003215969,0.0005450397,0.0003971987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003644712,"about_ca_system_score_gemma":0.0004126446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001942512,"about_ca_topic_score_gemma":0.001138602,"domain_scores_codex":[0.9997082,0.0000628856,0.0000359256,0.00006955784,0.0000450964,0.00007835081],"domain_scores_gemma":[0.9994875,0.0001331748,0.00007686156,0.00004165772,0.00008235048,0.0001784164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001895092,0.0009554933,0.8854796,0.00008658405,0.00008306299,0.07468283,0.001263885,0.00007659409,0.02176875,0.0001144118,0.00017157,0.01342213],"study_design_scores_gemma":[0.0001166355,0.004884184,0.8228503,0.0000401831,0.0002030399,0.1611958,0.001148899,0.0003147309,0.005368733,0.0001559273,0.00369111,0.00003043274],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980084,0.0008754592,0.0000743925,0.00005526979,0.000008023516,0.00001724867,0.00003286819,0.000003992574,0.0009243386],"genre_scores_gemma":[0.9991468,0.0003726187,0.00008212354,0.00008488296,0.00003182009,0.000006666643,0.000061044,0.000002526692,0.0002114907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001942512,"threshold_uncertainty_score":0.003896117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04568402998435911,"score_gpt":0.3386518418949416,"score_spread":0.2929678119105825,"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."}}