{"id":"W4234557350","doi":"10.1515/iupac.84.0697","title":"Immune Surveillance","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Immune responses and vaccinations","field":"Immunology and Microbiology","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","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":[0.001148875,0.001211529,0.001217924,0.002812567,0.0006610889,0.002649326,0.002079369,0.001735613,0.0641557],"category_scores_gemma":[0.01068606,0.0004707651,0.001582632,0.004275479,0.0002338159,0.00154445,0.001544498,0.001793931,0.0477259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001499298,"about_ca_system_score_gemma":0.002298669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01428512,"about_ca_topic_score_gemma":0.0264273,"domain_scores_codex":[0.9986748,0.00020463,0.0002704348,0.0004199712,0.0002518918,0.0001783171],"domain_scores_gemma":[0.9963174,0.001117546,0.0006546935,0.000769141,0.0008771008,0.0002641434],"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":[0.0003221555,0.00004009139,0.01161365,0.002837774,0.0001302053,0.0000511742,0.00004438626,0.0004296462,0.0001586354,0.001538919,0.9639372,0.01889618],"study_design_scores_gemma":[0.0001923261,0.00003452395,0.01775018,0.001521576,0.00009393026,0.0001990743,0.00007838772,0.0002978949,0.0003026836,0.001923839,0.9775749,0.00003053299],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003956763,0.0004719042,0.0001319117,0.0001657356,0.00005974685,0.00002758187,0.9957825,0.0001642056,0.002800798],"genre_scores_gemma":[0.001797203,0.0004290598,0.0005082159,0.0003038914,0.00002704992,0.0001412381,0.9947739,0.0000414364,0.001978035],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.0641557,"threshold_uncertainty_score":0.2146222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01042869096246263,"score_gpt":0.3636562692444432,"score_spread":0.3532275782819805,"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."}}