{"id":"W4237517852","doi":"10.1515/iupac.84.0836","title":"Lymph","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Hematological disorders and diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada Research Chairs; University of Toronto","funders":"","keywords":"Glossary; Immunotoxicology; Medicine; Immunology; Immune system; Philosophy; Linguistics","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002118315,0.0003774488,0.0009089921,0.0001370689,0.00006080352,0.00002344341,0.0001906784,0.0005763164,0.009354454],"category_scores_gemma":[0.003509141,0.0002304677,0.000234964,0.0001398677,0.0001686427,0.00002689858,0.0001207361,0.0003284934,0.00002073148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002099462,"about_ca_system_score_gemma":0.0009106908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003979478,"about_ca_topic_score_gemma":0.00004775887,"domain_scores_codex":[0.9977423,0.0000367088,0.0004419528,0.0004361245,0.0009097437,0.0004331784],"domain_scores_gemma":[0.9981194,0.000235838,0.0001428751,0.0007458343,0.0004088462,0.0003472012],"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":[0.0002563662,0.000537605,0.0001080574,0.0003136323,0.00008568852,0.0005975024,0.000001686863,5.430202e-8,0.000001572873,0.000039209,0.9951125,0.002946103],"study_design_scores_gemma":[0.002046416,0.0004056566,0.0002177127,0.0009110272,0.0002624342,0.00009664644,0.00001119439,0.000001244501,0.000006502554,0.0003890944,0.9953553,0.0002967645],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001240149,0.001603217,0.0001334771,0.002646417,0.0004100976,0.0003182398,0.9942523,0.00008452289,0.0004277673],"genre_scores_gemma":[0.00002857292,0.003514193,0.00007200729,0.002495772,0.0006396849,0.00001461885,0.9926223,0.00003206426,0.0005808209],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.009333723,"threshold_uncertainty_score":0.9915511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01918209134742387,"score_gpt":0.4208593942195368,"score_spread":0.401677302872113,"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."}}