{"id":"W7037389936","doi":"","title":"Disease Impact and Perception of Biologics in Adults with Type 2 Inflammation Respiratory Disease: International Survey Results","year":2025,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Mediterranean and Iberian flora and fauna","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Asthma; Allergy; Disease; Perception; Nasal polyps; Nose; Alternative medicine; Chronic rhinosinusitis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001475887,0.0002291575,0.0003774175,0.0007436986,0.0002207507,0.00059654,0.0003696832,0.0005516591,0.001678553],"category_scores_gemma":[0.003212903,0.0001802946,0.0008454025,0.001037895,0.0001904889,0.0006942083,0.0007987391,0.0008603345,0.0003707476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002941674,"about_ca_system_score_gemma":0.0002597698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007180974,"about_ca_topic_score_gemma":0.008756259,"domain_scores_codex":[0.9990183,0.000273609,0.0001764616,0.0001269858,0.0002729158,0.0001315835],"domain_scores_gemma":[0.9977248,0.0003127531,0.001292973,0.0001034116,0.0002591059,0.0003069424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005132263,0.00005686697,0.9958247,0.00004615182,0.00007378239,0.00001555527,0.000168824,0.00003432035,0.00003353555,0.00001551547,0.0006064335,0.003073182],"study_design_scores_gemma":[0.000004148534,0.00006317997,0.999064,0.00002495464,0.00002174896,0.00004527916,0.0003145555,0.00005247033,0.00001141333,0.000006732759,0.0003883245,0.000003194886],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98729,0.003011377,0.0001410204,0.0007044295,0.00004700069,0.00006381745,0.004987622,0.00001094008,0.003743843],"genre_scores_gemma":[0.9955988,0.001156003,0.0001824736,0.0003690108,0.00004492601,0.00005027499,0.002158395,0.00000428027,0.0004358508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007180974,"threshold_uncertainty_score":0.01427835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1880662971619456,"score_gpt":0.4918570742106754,"score_spread":0.3037907770487298,"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."}}