{"id":"W3210476715","doi":"10.1111/all.15151","title":"Prospective studies are needed to elucidate the clinical impact of predominant Api m 10 sensitization","year":2021,"lang":"en","type":"letter","venue":"Allergy","topic":"Healthcare and Venom Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Austrian Science Fund; Allergopharma; Mylan; Mitacs; CSL Behring; Sanofi","keywords":"Sensitization; Medicine; Bee venom; Venom; Adverse effect; Dermatology; Immunology; Pharmacology; Chemistry; Biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006828575,0.000252774,0.001030318,0.000134492,0.00008775532,0.00001873113,0.0001487457,0.0004862591,0.0003450462],"category_scores_gemma":[0.001960666,0.0001468798,0.0003910861,0.0003558689,0.0001513938,0.00002494344,0.0002011262,0.001301481,0.00008203011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000246531,"about_ca_system_score_gemma":0.0009356175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001098989,"about_ca_topic_score_gemma":0.0003365985,"domain_scores_codex":[0.9973337,0.0005267846,0.0006518001,0.0004853306,0.0005537277,0.0004486795],"domain_scores_gemma":[0.9966936,0.0008006141,0.000245008,0.00072975,0.001391601,0.0001394219],"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":[0.0003564825,0.00007632372,0.0009436455,0.0003218156,0.001853212,0.0007796665,0.0007668159,0.000004871623,0.00006421032,0.000005534747,0.9933372,0.001490213],"study_design_scores_gemma":[0.002193443,0.004273216,0.05512435,0.002342576,0.0002651004,0.0001884401,0.002113203,0.00008146145,0.0006676412,0.0001529007,0.9321424,0.0004552688],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04439453,0.001887882,0.00001495862,0.9512529,0.0002839918,0.001320695,0.00006915066,0.00002287444,0.0007530166],"genre_scores_gemma":[0.1561886,0.007369819,0.000244745,0.7741246,0.01572155,0.0002976374,0.00107341,0.0002178187,0.04476176],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1771283,"threshold_uncertainty_score":0.5989583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1881279280350195,"score_gpt":0.4987273860497125,"score_spread":0.310599458014693,"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."}}