{"id":"W2991287546","doi":"10.1016/j.chest.2019.10.053","title":"Characterization of Severe Asthma Worldwide","year":2019,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":331,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Regeneron Pharmaceuticals; Teva Pharmaceutical Industries; National Institute of Allergy and Infectious Diseases; Medical Research Council; Sanofi; Genentech; Queen's University Belfast; AstraZeneca; Queen's University; Amgen; Pfizer; GlaxoSmithKline","keywords":"Asthma; Characterization (materials science); Medicine; Nanotechnology; Materials science; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009283740286323339,"score_gpt":0.2426357313006959,"score_spread":0.2333519910143725,"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."},"direct_labels":[],"classifier":{"requested":true,"available":true,"version":"metacan-v1-d91a1de5be90","frame_rows_covered":4299418,"decision_targets":["metaresearch","metaepi_narrow","metaepi_broad","bibliometrics","sts","scholarly_communication","open_science","research_integrity","randomized_trial","nonrandomized_trial","observational","systematic_review","meta_analysis","case_report","qualitative","simulation_or_modeling","bench_or_experimental","theoretical_or_conceptual","not_applicable"],"score_encoding":"uint16_le_65535","score_resolution":0.000015259021896696422,"interpretation":"Scores imitate each teacher on the enriched screening sample; they are not calibrated prevalence probabilities for the full frame.","warning":null},"prediction":{"classifier_version":"metacan-v1-d91a1de5be90","candidate_union":["observational","bench_or_experimental","not_applicable"],"consensus_intersection":["observational"],"score_encoding":"uint16_le_65535","score_resolution":0.000015259021896696422,"scores":{"codex":{"metaresearch":0.0004730296787975891,"metaepi_narrow":0.000045777065690089265,"metaepi_broad":0.00010681315327687495,"bibliometrics":0.00010681315327687495,"sts":0.00007629510948348211,"scholarly_communication":0.00015259021896696422,"open_science":0.000045777065690089265,"research_integrity":0.00022888532845044633,"randomized_trial":0.000045777065690089265,"nonrandomized_trial":0.000030518043793392844,"observational":0.16617074845502403,"systematic_review":0.00019836728465705348,"meta_analysis":0.000030518043793392844,"case_report":0.00016784924086366064,"qualitative":0.000015259021896696422,"simulation_or_modeling":0.00007629510948348211,"bench_or_experimental":0.08845654993514916,"theoretical_or_conceptual":0.00018310826276035706,"not_applicable":0.0018921187151903563,"design_other":0.3785152971694514},"gemma":{"metaresearch":0.00010681315327687495,"metaepi_narrow":0.00012207217517357137,"metaepi_broad":0.0015106431677729458,"bibliometrics":0.00012207217517357137,"sts":0.000015259021896696422,"scholarly_communication":0.000045777065690089265,"open_science":0.000015259021896696422,"research_integrity":0.00019836728465705348,"randomized_trial":0.00022888532845044633,"nonrandomized_trial":0.00024414435034714275,"observational":0.2951247425040055,"systematic_review":0.0006256198977645533,"meta_analysis":0.00006103608758678569,"case_report":0.0054169527733272296,"qualitative":0.000015259021896696422,"simulation_or_modeling":0.00009155413138017853,"bench_or_experimental":0.012863355458915083,"theoretical_or_conceptual":0.00045777065690089265,"not_applicable":0.3539635309376669}},"interpretation":"Scores imitate each teacher on the enriched screening sample; they are not calibrated prevalence probabilities for the full frame."}}