{"id":"W2149709223","doi":"10.5430/crcp.v1n2p1","title":"Transient stress lymphocytosis uncovers the underlying B-cell lymphoproliferative disorder","year":2014,"lang":"en","type":"article","venue":"Case Reports in Clinical Pathology","topic":"Immune Cell Function and Interaction","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Lymphocytosis; Medicine; Immunophenotyping; Pathology; Lymphoproliferative disorders; Immunology; Lymphoma; Flow cytometry","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":[0.0001906053,0.001107727,0.0005258281,0.001725174,0.0009398436,0.0008593791,0.0004548219,0.001391508,0.002616855],"category_scores_gemma":[0.001063042,0.0004901208,0.0003698596,0.0008019223,0.001017969,0.001066553,0.0008794256,0.001046579,0.0008434484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003674751,"about_ca_system_score_gemma":0.0002932266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004843941,"about_ca_topic_score_gemma":0.0003655769,"domain_scores_codex":[0.9997303,0.00002926238,0.00002384238,0.00006022584,0.00003617645,0.000120155],"domain_scores_gemma":[0.9993929,0.0001852929,0.0001356761,0.00006530344,0.0000317,0.00018915],"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":[0.0001579442,0.00004013146,0.02040619,0.00007332565,0.00001207565,0.964542,0.000236186,0.00007711265,0.009895539,0.0003107154,0.0002682614,0.003980616],"study_design_scores_gemma":[0.00000676017,0.0000694571,0.006517559,0.00001226698,0.00001324899,0.9896374,0.0001151216,0.0001294034,0.002755511,0.0001919325,0.0005450693,0.000006210222],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984903,0.002826947,0.003275912,0.0004819142,0.00006301249,0.00006591502,0.000168765,0.000195165,0.008019267],"genre_scores_gemma":[0.9986055,0.0005296881,0.0003441699,0.00008582841,0.00006384397,0.000005586711,0.0000479833,0.000009375819,0.0003080874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002616855,"threshold_uncertainty_score":0.008754253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03867057518411623,"score_gpt":0.326011881013395,"score_spread":0.2873413058292787,"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."}}