{"id":"W4309715592","doi":"10.1007/s41030-022-00203-x","title":"Asthma Exacerbations and Glucagon-Like Peptide-1 Receptor Agonists: a Review of the Current Evidence","year":2022,"lang":"en","type":"review","venue":"Pulmonary Therapy","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; College of Family Physicians of Canada; Diabetes Canada; University of Toronto","funders":"","keywords":"Asthma; Receptor; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005245177,0.0004365833,0.001482863,0.0001207994,0.000159247,0.00001867654,0.0003622298,0.00005788985,0.001464534],"category_scores_gemma":[0.00007684516,0.0002608533,0.0007108695,0.0005992478,0.0001191745,0.00008845996,0.0002616657,0.0004053887,0.00003177898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002184613,"about_ca_system_score_gemma":0.0002941126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008298258,"about_ca_topic_score_gemma":5.672147e-7,"domain_scores_codex":[0.9977124,0.0003480446,0.0006803644,0.0004950232,0.0005105784,0.0002535911],"domain_scores_gemma":[0.9981242,0.0002777423,0.0005163743,0.0009323758,0.00005400536,0.00009532498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001376968,0.0003075984,0.00002485127,0.07692078,0.0003162737,0.000005480943,0.00002519719,1.625928e-8,4.575211e-7,0.00007236038,0.01133882,0.9109744],"study_design_scores_gemma":[0.0001525872,0.0002086173,0.00005450784,0.1447368,0.0008726022,0.0000199216,0.000007077764,8.142502e-7,3.855706e-7,0.00001978471,0.853745,0.0001818921],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00000728809,0.9925197,0.000001349191,0.0008321488,0.0006602582,0.003813083,0.00005239374,0.00004044818,0.002073277],"genre_scores_gemma":[0.000001769402,0.9931524,0.00007008249,0.0005439633,0.0001478823,0.001375058,0.0002462964,0.00005952876,0.004402984],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9107925,"threshold_uncertainty_score":0.9999844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08417312563525742,"score_gpt":0.3527735226856625,"score_spread":0.2686003970504051,"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."}}