{"id":"W4245158249","doi":"10.1515/iupac.84.0671","title":"Hypogammaglobulinemia","year":2016,"lang":"it","type":"dataset","venue":"IUPAC Standards Online","topic":"Immunotoxicology and immune responses","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada Research Chairs; University of Toronto","funders":"","keywords":"Glossary; Immunotoxicology; Immunology; Medicine; 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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.002061615,0.001875383,0.002706203,0.0008120585,0.001097902,0.00009737241,0.002205888,0.004888747,0.09141183],"category_scores_gemma":[0.003495635,0.001479704,0.0009777772,0.0004862114,0.002694183,0.0002794934,0.001171866,0.003279811,0.0008482838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001100811,"about_ca_system_score_gemma":0.003974328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009671484,"about_ca_topic_score_gemma":0.0001823135,"domain_scores_codex":[0.9912163,0.002031134,0.002113066,0.001771295,0.0004752342,0.00239298],"domain_scores_gemma":[0.9931365,0.001330493,0.001250396,0.002871326,0.001227771,0.000183477],"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":[0.009321201,0.001449711,0.00006586131,0.0002394001,0.002380515,0.0003682639,0.00006348944,6.391619e-7,0.01573762,0.00009337648,0.9565871,0.01369283],"study_design_scores_gemma":[0.007426558,0.002287735,0.0004088966,0.00127344,0.0009110625,0.0008608891,0.0001431369,5.922975e-7,0.006222667,0.0001309341,0.9786226,0.001711522],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.004215304,0.03326545,0.0001028392,0.002562123,0.009302459,0.001037792,0.9489427,0.0002229312,0.0003484541],"genre_scores_gemma":[0.0009509918,0.01754112,0.00002915419,0.001267953,0.001051917,0.00007225737,0.9369942,0.00016277,0.04192964],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.09056354,"threshold_uncertainty_score":0.9999297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01159460205712774,"score_gpt":0.3659137639294457,"score_spread":0.354319161872318,"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."}}