{"id":"W1733497604","doi":"10.1378/chest.130.6.1679","title":"OVERDIAGNOSIS OF ASTHMA AND ITS RELATIONSHIP TO BODY MASS INDEX","year":2006,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Streptococcal Infections and Treatments","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Mechanical ventilation; ARDS; Coagulopathy; Renal replacement therapy; Population; Hemodialysis; Body mass index; Septic shock; Organ dysfunction; Internal medicine; Intensive care medicine; Sepsis; Lung","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":[],"consensus_categories":[],"category_scores_codex":[0.00007198366,0.0000625535,0.000121285,0.0001135849,0.00007740574,0.00001562328,0.00001674753,0.00004669672,0.0001380755],"category_scores_gemma":[0.00008715443,0.00005016402,0.00004837196,0.0001391496,0.00001379533,0.00005725355,0.00000887079,0.0001296868,0.00002005742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004998461,"about_ca_system_score_gemma":0.00003021763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002430022,"about_ca_topic_score_gemma":0.000003974729,"domain_scores_codex":[0.9995426,0.00001298158,0.0001695061,0.00007379473,0.0001041435,0.00009699673],"domain_scores_gemma":[0.9996153,0.00006384386,0.00006198577,0.00006308644,0.0000798094,0.0001160117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002110161,0.0001232687,0.9964535,0.00001623741,0.00003093463,0.00002598097,0.00001518758,0.00001802074,0.001541067,0.0003188549,0.000880377,0.0005554688],"study_design_scores_gemma":[0.0008930328,0.0002036795,0.9916626,0.00007552539,0.00004197315,0.0002590242,0.00001825237,0.00003816617,0.003549501,0.0005705335,0.002646657,0.00004100448],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940342,0.0002285412,0.0003823857,0.0005715989,0.00007390697,0.000127324,0.000003374136,0.000008673977,0.004569957],"genre_scores_gemma":[0.9985764,0.0000235655,0.0005460212,0.00003905318,0.0001814329,0.000008337995,0.000002386353,0.000007334646,0.0006154732],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00479085,"threshold_uncertainty_score":0.2045629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02159277785346395,"score_gpt":0.2939546649847354,"score_spread":0.2723618871312715,"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."}}