{"id":"W4389238053","doi":"10.3389/fmed.2023.1337283","title":"Editorial: Road trip from mild to severe asthmatic inflammation: the traffic lights of biomarkers in asthma management","year":2023,"lang":"en","type":"editorial","venue":"Frontiers in Medicine","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Asthma; Medicine; Inflammation; Asthma management; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006445662,0.004902997,0.004569557,0.003589422,0.003424363,0.006847762,0.003796894,0.01374468,0.03405906],"category_scores_gemma":[0.02073779,0.001248072,0.003340466,0.001245875,0.0021956,0.00477009,0.001585945,0.01632244,0.02562302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002887296,"about_ca_system_score_gemma":0.00270573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001214044,"about_ca_topic_score_gemma":0.003534502,"domain_scores_codex":[0.9958121,0.0007812547,0.0005032762,0.0005953366,0.001970137,0.0003378522],"domain_scores_gemma":[0.9845146,0.005387046,0.00111285,0.0003616623,0.005507339,0.003116487],"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":[0.00005323094,0.00001093178,0.00002009613,0.0001588082,0.00001500593,0.00008336044,0.00000741695,0.0000184136,0.0000370949,0.0001440341,0.9965653,0.002886318],"study_design_scores_gemma":[0.0002037244,0.00006534782,0.000382227,0.0006665437,0.00009690812,0.0004644995,0.00005603474,0.0002586038,0.0001785172,0.001537414,0.9960564,0.00003380908],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00002681728,0.002432435,0.00008242212,0.02139993,0.9747574,0.00001975134,0.00007512861,0.00006881551,0.001137232],"genre_scores_gemma":[0.0003034467,0.002092823,0.0000702053,0.01400546,0.9765139,0.00001892374,0.0000408586,0.000032769,0.006921681],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.03405906,"threshold_uncertainty_score":0.113939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00824429758114396,"score_gpt":0.2662169269493502,"score_spread":0.2579726293682062,"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."}}