{"id":"W4387783968","doi":"10.2147/por.s399879","title":"Adult Severe Asthma Registries: A Global and Growing Inventory","year":2023,"lang":"en","type":"article","venue":"Pragmatic and Observational Research","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Sanofi; Teva Pharmaceutical Industries; AstraZeneca; GlaxoSmithKline; Amgen","keywords":"Asthma; Medicine; Family medicine; 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":[0.06765101,0.0005857658,0.001264351,0.01624212,0.0007280071,0.003781444,0.002204997,0.0009843206,0.004703073],"category_scores_gemma":[0.06758529,0.0008059849,0.000931332,0.02460797,0.001004342,0.007596413,0.00545622,0.001647653,0.001856017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0018473,"about_ca_system_score_gemma":0.007290965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003294991,"about_ca_topic_score_gemma":0.003549762,"domain_scores_codex":[0.9557571,0.01969397,0.01059512,0.003863835,0.008784356,0.001305553],"domain_scores_gemma":[0.7972531,0.08442669,0.05333199,0.020916,0.03210587,0.01196644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003373567,0.0002755686,0.5057594,0.004208345,0.0002996502,0.0003781918,0.004845985,0.001141293,0.001185486,0.01043444,0.05708664,0.4140476],"study_design_scores_gemma":[0.0001089081,0.0004591792,0.64943,0.004691314,0.0001853255,0.001420183,0.009091901,0.001339368,0.0008652948,0.002763746,0.3294957,0.000149034],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5822937,0.1054784,0.06548448,0.05281227,0.001700295,0.005962095,0.122981,0.002780946,0.06050681],"genre_scores_gemma":[0.6252819,0.08206863,0.1094753,0.007104322,0.001524863,0.005721087,0.16164,0.0005236524,0.00666042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06765101,"threshold_uncertainty_score":0.357777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1120804227256618,"score_gpt":0.3955440310789349,"score_spread":0.2834636083532731,"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."}}