{"id":"W3126382452","doi":"10.1111/resp.14012","title":"There is more to severe asthma associated with obesity than inflammation","year":2021,"lang":"en","type":"letter","venue":"Respirology","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Medicine; Asthma; Obesity; Inflammation; Intensive care 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","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001363389,0.0004375307,0.0008603232,0.0002297021,0.0001164678,0.00002897968,0.0001928512,0.001457413,0.001025299],"category_scores_gemma":[0.0002549274,0.000328937,0.0002312783,0.0003228577,0.0001307281,0.00004719179,0.0001105115,0.001333517,0.0002142803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001704853,"about_ca_system_score_gemma":0.0005484485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002767119,"about_ca_topic_score_gemma":0.00007573545,"domain_scores_codex":[0.9975126,0.000324019,0.0003563514,0.0006886271,0.0005503833,0.0005680153],"domain_scores_gemma":[0.998347,0.0001463114,0.0002530045,0.0007096999,0.0003344189,0.0002095234],"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":[0.0003817454,0.00009886931,0.03559255,0.000277314,0.0004733809,0.008223644,0.0003104416,0.0000146406,0.0002773989,0.00000385675,0.9516599,0.002686264],"study_design_scores_gemma":[0.0009897036,0.0008945902,0.1718195,0.000401153,0.0002261332,0.0001666024,0.00005837247,0.000008407595,0.0002107824,0.00001956775,0.8248547,0.0003504394],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.5491738,0.0004924608,0.00002100353,0.4477038,0.0001385111,0.0005721124,0.0001144655,0.0001152761,0.001668531],"genre_scores_gemma":[0.04541149,0.00002145495,0.00006438656,0.9326649,0.004055842,0.00009854562,0.001284587,0.0001374717,0.01626128],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.5037624,"threshold_uncertainty_score":0.9999163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01334353364837358,"score_gpt":0.2544037275399536,"score_spread":0.24106019389158,"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."}}