{"id":"W2002059638","doi":"10.1182/blood-2012-03-417816","title":"Cerebrospinal fluid plasmacytosis","year":2012,"lang":"en","type":"article","venue":"Blood","topic":"Amyloidosis: Diagnosis, Treatment, Outcomes","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Medicine; Plasmacytosis; Meningitis; Neutrophilia; Cerebrospinal fluid; Leukocytosis; Pathology; Immunology; Multiple myeloma","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":[0.0001642739,0.001187339,0.0005895265,0.001445924,0.001109832,0.0004881849,0.000525366,0.001369121,0.005339618],"category_scores_gemma":[0.001873732,0.0002563264,0.0002432394,0.0006757131,0.0005968539,0.0005779642,0.0004174453,0.001239998,0.001079614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004928589,"about_ca_system_score_gemma":0.0006274493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001662339,"about_ca_topic_score_gemma":0.00174993,"domain_scores_codex":[0.9998017,0.000026552,0.00001739712,0.00005590777,0.00004114961,0.00005733438],"domain_scores_gemma":[0.9993987,0.0001705822,0.00009899392,0.00003911216,0.0001008592,0.0001916562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0001614482,0.0001178971,0.01394093,0.0000896743,0.00001774047,0.9714589,0.0002148089,0.00008974162,0.003730035,0.0002711035,0.001517332,0.008390462],"study_design_scores_gemma":[0.00005755996,0.0003575288,0.02599967,0.00009785696,0.00004049802,0.9626711,0.0002872437,0.0003407764,0.002114725,0.0006550393,0.007349892,0.00002815572],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9004718,0.01371422,0.005241236,0.007145791,0.001027065,0.0004642659,0.001628171,0.0007545638,0.06955291],"genre_scores_gemma":[0.9931138,0.001679302,0.0005167366,0.001124414,0.0002937746,0.00002711332,0.0001666108,0.00001833594,0.003059938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005339618,"threshold_uncertainty_score":0.0178628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01110238355639688,"score_gpt":0.2505080348321229,"score_spread":0.239405651275726,"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."}}