{"id":"W4308904346","doi":"10.1016/j.anai.2022.08.629","title":"CHARACTERIZATION OF PATIENTS WITH ASTHMA INITIATING DUPILUMAB FROM A REAL-WORLD STUDY: THE RAPID REGISTRY","year":2022,"lang":"en","type":"article","venue":"Annals of Allergy Asthma & Immunology","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Quebec - Clinical Research Organization in Cancer","funders":"","keywords":"Dupilumab; Medicine; Exhaled nitric oxide; Asthma; Internal medicine; Population; Atopic dermatitis; Pediatrics; Immunology; Spirometry","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":[0.002025516,0.0004353894,0.0008140078,0.001834237,0.0005755493,0.001681263,0.0009205149,0.0006672067,0.001412279],"category_scores_gemma":[0.004955102,0.0004005284,0.0008157666,0.002589458,0.0003349795,0.00126365,0.0009957331,0.0007810281,0.0004198702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005165839,"about_ca_system_score_gemma":0.0008814214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00389296,"about_ca_topic_score_gemma":0.004868991,"domain_scores_codex":[0.9970849,0.0007448349,0.0005053945,0.0007909702,0.0004666328,0.000407242],"domain_scores_gemma":[0.9931592,0.001188854,0.003246055,0.0009687625,0.0007293728,0.0007077614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001364579,0.0000263437,0.9981189,0.00001499465,0.00008295823,0.0000942629,0.00005839881,0.00003029843,0.0001802483,0.00004213403,0.0003676744,0.0008472059],"study_design_scores_gemma":[0.00003458757,0.0001663536,0.996573,0.0000196393,0.0001078444,0.0009606893,0.0004893008,0.000295779,0.0001658803,0.00004317068,0.001129451,0.00001430639],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940867,0.0004236712,0.0001934259,0.0001076923,0.00001834785,0.00003483148,0.004391333,0.000008539633,0.0007352745],"genre_scores_gemma":[0.9934754,0.0002552822,0.0002664256,0.0001020568,0.0000334565,0.00004475544,0.00564687,0.00001067238,0.0001652587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00389296,"threshold_uncertainty_score":0.01071209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0233055724981203,"score_gpt":0.2739098127244975,"score_spread":0.2506042402263772,"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."}}