{"id":"W4387980282","doi":"10.1183/13993003.congress-2023.pa1891","title":"Clinical remission following biologic initiation in severe asthma: results of the International Severe Asthma Registry (ISAR)","year":2023,"lang":"en","type":"article","venue":"","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Medicine; Asthma; Exacerbation; Internal medicine; Clinical trial; Clinical endpoint; Watchful waiting; Group B; Pediatrics; Randomized controlled trial","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":[0.005606263,0.0001973347,0.0003685331,0.001390003,0.0003183044,0.000978474,0.0004036279,0.00057045,0.001234198],"category_scores_gemma":[0.008598983,0.0001847967,0.0007284575,0.001888664,0.0002570699,0.0009570459,0.0008349495,0.0006293614,0.0004358625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003150255,"about_ca_system_score_gemma":0.0004809138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003395142,"about_ca_topic_score_gemma":0.004347343,"domain_scores_codex":[0.9968567,0.00164977,0.0005083015,0.0004300077,0.0003397898,0.0002154917],"domain_scores_gemma":[0.9835659,0.003112682,0.01045277,0.001094137,0.0009841262,0.0007904793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004245471,0.00003453883,0.9976546,0.00002524102,0.00007810348,0.00001718198,0.00005799681,0.00004239582,0.00004998985,0.00001250117,0.0003054483,0.001297409],"study_design_scores_gemma":[0.00003431539,0.0002114215,0.9988126,0.00001780581,0.00006671729,0.0001306279,0.0001590579,0.0001172219,0.00005616605,0.000007803899,0.000381521,0.000004836032],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893779,0.0009376003,0.0002642178,0.0001779995,0.00001853956,0.00006499844,0.007616562,0.0000237616,0.001518449],"genre_scores_gemma":[0.9925023,0.0002333213,0.0002490837,0.00008964628,0.00002536903,0.00005843707,0.006618461,0.000007550007,0.0002159031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005606263,"threshold_uncertainty_score":0.02964914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04318300095501761,"score_gpt":0.3465909803490235,"score_spread":0.3034079793940059,"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."}}