{"id":"W4210781491","doi":"10.1159/000229657","title":"Collegium Internationale Allergologicum","year":2009,"lang":"en","type":"article","venue":"International Archives of Allergy and Applied Immunology","topic":"Biomedical and Chemical Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Immunology; Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.00003851029,0.00008938881,0.0001812657,0.0001320913,0.00002810069,0.000005217525,0.0001916909,0.00007735479,0.0005921336],"category_scores_gemma":[0.0000567108,0.00007058868,0.0000572804,0.00005304464,0.0003878054,0.00001832646,0.0001053997,0.0001985969,0.00001051119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009708936,"about_ca_system_score_gemma":0.00003303352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007897313,"about_ca_topic_score_gemma":0.000001620211,"domain_scores_codex":[0.999245,0.000009653492,0.0002158722,0.0001886372,0.0001882451,0.0001525566],"domain_scores_gemma":[0.9996027,0.000136826,0.0000552659,0.00009611137,0.00003894923,0.00007014555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.003049639,0.0007914853,0.0002307801,0.00001129243,0.001003871,0.00001620681,0.0002420879,0.000003258406,0.5844067,0.2258524,0.001651746,0.1827405],"study_design_scores_gemma":[0.006387508,0.001432697,0.400361,0.0001349076,0.00002094618,0.0002587073,0.0003027941,0.0007766935,0.1303864,0.1192167,0.3403938,0.0003279157],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5614421,0.0004703534,0.0009585452,0.02019196,0.0001751,0.0001470157,0.00001062738,0.00003972945,0.4165646],"genre_scores_gemma":[0.9918431,0.001099943,0.0010854,0.0005499677,0.0001106114,0.000009424401,0.00005959243,0.000004242861,0.005237728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4540204,"threshold_uncertainty_score":0.6483447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01172720221183736,"score_gpt":0.2636473636819186,"score_spread":0.2519201614700812,"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."}}