{"id":"W1600310490","doi":"10.1186/1710-1492-10-s2-a33","title":"Magnitude of changes in patient symptom and medication scores in grass allergy immunotherapy trials: dependency on levels of pollen exposure","year":2014,"lang":"en","type":"article","venue":"Allergy Asthma and Clinical Immunology","topic":"Allergic Rhinitis and Sensitization","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Merck","keywords":"Medicine; Dependency (UML); Allergy; Pollen; Immunotherapy; Internal medicine; Immunology; Cancer; Artificial intelligence","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05017467,0.0009054811,0.003840945,0.0009087104,0.0002901811,0.001523381,0.0006798507,0.0009460849,0.002282993],"category_scores_gemma":[0.03643962,0.0005377421,0.004886015,0.001212178,0.00107449,0.002001934,0.0009932677,0.001786897,0.0001538131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004991654,"about_ca_system_score_gemma":0.0008731834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002871573,"about_ca_topic_score_gemma":0.0007768395,"domain_scores_codex":[0.9323845,0.05483129,0.005922889,0.002419362,0.003387507,0.001054544],"domain_scores_gemma":[0.946075,0.04399549,0.004925277,0.002768334,0.001338564,0.0008973403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.7866758,0.001565076,0.1028752,0.003104822,0.04744413,0.0002741657,0.0004528515,0.004751606,0.01308542,0.0003775879,0.001416016,0.03797723],"study_design_scores_gemma":[0.104122,0.1599932,0.676745,0.0002348114,0.03035112,0.0005998203,0.000369988,0.01313991,0.008046468,0.001259266,0.004964727,0.0001738266],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836142,0.008339294,0.001983,0.0003536638,0.0002172044,0.00133448,0.001540859,0.00007594447,0.002541404],"genre_scores_gemma":[0.9956009,0.00050908,0.001107923,0.0001653008,0.0001278729,0.001111294,0.0009251328,0.00002332186,0.0004291905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05017467,"threshold_uncertainty_score":0.2653522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03713745643308149,"score_gpt":0.3286694027327431,"score_spread":0.2915319462996617,"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."}}