{"id":"W2112129664","doi":"10.1183/09031936.00043514","title":"Comment on: International ERS/ATS guidelines on definition, evaluation and treatment of severe asthma","year":2014,"lang":"en","type":"letter","venue":"European Respiratory Journal","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Bronchial thermoplasty; Asthma; Context (archaeology); Medicine; Intensive care medicine; Internal medicine; History","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":[0.004696879,0.001084231,0.001682531,0.001370218,0.002797546,0.002936122,0.003670011,0.05815922,0.007936582],"category_scores_gemma":[0.03311771,0.0009493034,0.002711864,0.00155399,0.003225296,0.004793713,0.001596076,0.04384474,0.01337521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004937514,"about_ca_system_score_gemma":0.004565572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009079497,"about_ca_topic_score_gemma":0.01141719,"domain_scores_codex":[0.9946728,0.001206606,0.001179025,0.0005586916,0.001815105,0.0005678015],"domain_scores_gemma":[0.9892308,0.004254206,0.001163762,0.0003855104,0.003628485,0.001337202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002787503,0.00002197304,0.0003724771,0.00004837641,0.000006981662,0.0005308574,0.00005160596,0.00002856844,0.00006090482,0.0006037316,0.9945461,0.00370057],"study_design_scores_gemma":[0.0001263147,0.00006327924,0.003085958,0.0009365989,0.0000436831,0.002633547,0.0003936292,0.0003892579,0.0002490469,0.005231532,0.9867414,0.0001058919],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001443833,0.0008606357,0.00009223162,0.9636588,0.03379383,0.00002030999,0.0001035441,0.00004189047,0.001284378],"genre_scores_gemma":[0.0008089221,0.0005982175,0.0001936883,0.9543386,0.04172454,0.00004502304,0.00005402698,0.00001875558,0.002218343],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05815922,"threshold_uncertainty_score":0.03582436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1204551370254293,"score_gpt":0.347241069105321,"score_spread":0.2267859320798917,"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."}}