{"id":"W204786736","doi":"10.1016/j.humimm.2012.07.286","title":"160-P","year":2012,"lang":"en","type":"article","venue":"Human Immunology","topic":"Blood groups and transfusion","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Stemcell Technologies","funders":"","keywords":"Flow cytometry; Heparin; Lymphocyte; Whole blood; Myeloid; Blood cell; Chemistry; Myeloid cells; Cell counting; Chromatography; Molecular biology; Andrology; Cell; Immunology; Biology; Medicine; Biochemistry; Cell cycle","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006478686,0.0007595399,0.0004181707,0.001568311,0.001582969,0.004353554,0.0008445406,0.002987103,0.6949646],"category_scores_gemma":[0.002615195,0.0003264961,0.0005770026,0.0008039867,0.000722014,0.001213872,0.001971345,0.001828166,0.6217755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00110338,"about_ca_system_score_gemma":0.001473019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005167962,"about_ca_topic_score_gemma":0.008554666,"domain_scores_codex":[0.9995276,0.00004561547,0.00001734313,0.00008623641,0.0002566366,0.00006657666],"domain_scores_gemma":[0.9988542,0.0002684355,0.00003558122,0.0001767261,0.0004470103,0.000218051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008737734,0.0001280437,0.0005083248,0.0001493742,0.00001011773,0.0001438607,0.00006929449,0.0001433037,0.002235094,0.02130068,0.8148645,0.16036],"study_design_scores_gemma":[0.00000965901,0.00002359763,0.0008207885,0.00006003931,0.00000366721,0.00007558202,0.00003431625,0.00009377368,0.0003573088,0.002009639,0.9965076,0.000004022375],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006369557,0.0004918239,0.0006117118,0.001959843,0.002352811,0.00007847194,0.000452418,0.0003081456,0.9931078],"genre_scores_gemma":[0.001213412,0.0001892257,0.0001871881,0.0006904893,0.0003545099,0.00001775888,0.0001610696,0.00006948395,0.9971169],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3050354,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02340845218576931,"score_gpt":0.2883643920898201,"score_spread":0.2649559399040508,"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."}}