{"id":"W4406395373","doi":"10.1016/j.yped.2014.08.012","title":"10.1016/j.yped.2014.08.012","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Urticaria and Related Conditions","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Omalizumab; Medicine; Chronic urticaria; Dermatology; Intensive care medicine; Immunology; Immunoglobulin E; Antibody","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00004550469,0.0001002615,0.0001543643,0.00007383929,0.00006707273,0.00001263851,0.00006692171,0.0001018213,0.9991365],"category_scores_gemma":[0.00002061567,0.00008359975,0.00007059215,0.0001599783,0.00003635007,0.00004103944,0.00001366144,0.0001635911,0.9987124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002656347,"about_ca_system_score_gemma":0.00004376864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009097634,"about_ca_topic_score_gemma":4.400986e-8,"domain_scores_codex":[0.9993131,0.00001705496,0.0001425785,0.0001639431,0.0001399711,0.0002234206],"domain_scores_gemma":[0.9994189,0.00002834114,0.00001336373,0.0002712807,0.00003934422,0.0002287351],"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":[0.0001255694,0.0001647655,5.418026e-7,0.000004626305,0.0002263493,0.00006587637,0.0000482896,0.00001688034,0.0005980593,0.000006612117,0.7939058,0.2048367],"study_design_scores_gemma":[0.0005493755,0.0002255617,0.0001492367,0.00002877016,0.0003686272,0.00008923511,0.000001352981,0.0001003719,0.0001155231,0.00001552891,0.9982505,0.0001059013],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00214136,0.0001052203,0.000001069599,0.001872123,0.000002495721,0.0001973902,0.0000109759,0.0001635525,0.9955058],"genre_scores_gemma":[0.0006711506,0.000001083578,0.0001008718,0.0001401576,0.0001859732,0.00001583761,0.00004785808,0.00002304524,0.998814],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2047307,"threshold_uncertainty_score":0.3409099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005175746676227441,"score_gpt":0.1912093835668837,"score_spread":0.1860336368906562,"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."}}