{"id":"W2419294829","doi":"10.1016/j.iac.2008.08.002","title":"Preface","year":2008,"lang":"en","type":"article","venue":"Immunology and Allergy Clinics of North America","topic":"","field":"","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children; SickKids Foundation","funders":"","keywords":"Medicine; Dermatology","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":[0.00009262086,0.0001897312,0.0004608407,0.0001105508,0.0001712938,0.000002527177,0.0002943487,0.000119341,0.0001296956],"category_scores_gemma":[0.0002299731,0.0001849936,0.0001005898,0.0002783438,0.001810471,0.0001102657,0.0001710537,0.0003163091,0.0006237695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001012125,"about_ca_system_score_gemma":0.0001040272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009190356,"about_ca_topic_score_gemma":0.00006828662,"domain_scores_codex":[0.9985577,0.0001309949,0.0005178727,0.0003340773,0.0001219796,0.0003373481],"domain_scores_gemma":[0.9986461,0.000302727,0.0003944261,0.0004642337,0.0001223164,0.00007015637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002901412,0.002069393,0.6727736,0.00003422184,0.003654065,0.0002428233,0.00321681,0.0009629608,0.002409757,0.0008597561,0.009238985,0.3016362],"study_design_scores_gemma":[0.0009620261,0.0006390234,0.6768252,0.000007961531,0.00001568776,0.00008068734,0.00006656911,0.00008124357,0.0001077495,0.0001153389,0.3208681,0.0002304184],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933382,0.004079955,0.000084757,0.0001512052,0.000177031,0.0000958541,0.00003897936,0.0001034812,0.001930524],"genre_scores_gemma":[0.9862317,0.01145499,0.001347805,0.0002539712,0.0000311489,0.00001089039,0.00004110333,0.00003895342,0.0005894852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3116291,"threshold_uncertainty_score":0.8017504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02137367116146676,"score_gpt":0.268590188800599,"score_spread":0.2472165176391323,"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."}}