{"id":"W4255430698","doi":"10.1515/iupac.84.0300","title":"Asthma","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Immunotoxicology and immune responses","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007729167,0.0006565473,0.001005115,0.0003854482,0.0003582903,0.0000274659,0.0008855994,0.001830279,0.03122819],"category_scores_gemma":[0.001076083,0.0004810185,0.0003456174,0.0001646351,0.0007852291,0.0001016707,0.000374118,0.001248443,0.0002332842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003028732,"about_ca_system_score_gemma":0.001144589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007727795,"about_ca_topic_score_gemma":0.0001402419,"domain_scores_codex":[0.9970068,0.0006305748,0.0006854352,0.0006539022,0.0001576867,0.0008655692],"domain_scores_gemma":[0.9975581,0.0003880799,0.0003895744,0.00125752,0.0003665986,0.00004009034],"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":[0.001521379,0.000353669,0.000003683367,0.00005189154,0.0006179853,0.00006622444,0.00001097506,7.122362e-8,0.004835535,0.00001973285,0.9861165,0.006402379],"study_design_scores_gemma":[0.00225502,0.000672289,0.0001149554,0.0002995584,0.0001236897,0.0002838609,0.00002312093,2.018317e-8,0.003160627,0.00006235368,0.9924074,0.0005970895],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0005185366,0.0169544,0.00002794428,0.0006176188,0.004307718,0.0003589859,0.9769911,0.0001314704,0.00009218994],"genre_scores_gemma":[0.00009686912,0.002423598,0.000005619952,0.0005066781,0.0002444078,0.0000382606,0.9855328,0.0000481895,0.01110354],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.0309949,"threshold_uncertainty_score":0.9997641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01025406537439125,"score_gpt":0.3665990553549751,"score_spread":0.3563449899805839,"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."}}