{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01577547,0.0009194529,0.002951978,0.001367461,0.0009993888,0.002363268,0.001578778,0.002337602,0.01919485],"category_scores_gemma":[0.03942245,0.0004216525,0.00223232,0.002776553,0.001000925,0.005384514,0.0009181442,0.002830886,0.002847937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008569762,"about_ca_system_score_gemma":0.001875257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003082927,"about_ca_topic_score_gemma":0.003696541,"domain_scores_codex":[0.9907179,0.004302907,0.001977017,0.0009176796,0.001388458,0.0006960629],"domain_scores_gemma":[0.8916408,0.07499912,0.01363507,0.00617544,0.01142412,0.002125397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.008304542,0.003495483,0.706243,0.009466221,0.002420618,0.002410369,0.0006969317,0.0008193292,0.001659607,0.002687266,0.01696893,0.2448276],"study_design_scores_gemma":[0.001536098,0.01109312,0.846559,0.01339652,0.004405764,0.007110689,0.005951383,0.0021405,0.002377758,0.01470914,0.09027971,0.0004402472],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.5517717,0.3348011,0.0223022,0.02909004,0.005126724,0.005830941,0.0119985,0.0003672033,0.03871158],"genre_scores_gemma":[0.8705938,0.06415089,0.02043413,0.02285021,0.004944564,0.003741393,0.008914432,0.0001853185,0.004185311],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01919485,"threshold_uncertainty_score":0.08342969,"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."}}