{"id":"W2893642844","doi":"10.2147/copd.s170743","title":"Eosinophil counts in first COPD hospitalizations: a comparison of health service utilization","year":2018,"lang":"en","type":"article","venue":"International Journal of COPD","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke","funders":"AstraZeneca Canada; AstraZeneca","keywords":"Medicine; COPD; Eosinophil; Immunology; Intensive care medicine; Internal medicine; Environmental health; Gerontology; Asthma","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002168411,0.0003322265,0.0007813788,0.001901416,0.0002558081,0.0007322531,0.0005087141,0.000633589,0.001275151],"category_scores_gemma":[0.005567831,0.0002339172,0.001615975,0.001607205,0.0002917998,0.0006641757,0.0008429057,0.0005816657,0.0001391054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005248889,"about_ca_system_score_gemma":0.000346072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003027501,"about_ca_topic_score_gemma":0.003386056,"domain_scores_codex":[0.9981351,0.0006394225,0.0002695401,0.0003413789,0.0003394547,0.0002751348],"domain_scores_gemma":[0.994971,0.001457534,0.002605045,0.0001625945,0.0002330951,0.0005706636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006836088,0.00003867199,0.9977393,0.00003535419,0.000411297,0.00002803171,0.00003176484,0.00003966832,0.00005470215,0.00001282433,0.00003364848,0.0008911102],"study_design_scores_gemma":[0.00002565491,0.000286009,0.9990512,0.00001457107,0.0001096906,0.00009331773,0.0001204733,0.0002101073,0.00002287268,0.00001579658,0.00004612598,0.000004317441],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986153,0.0008297238,0.00003996764,0.00002651573,0.00001030235,0.000008439135,0.0003002502,0.00000150277,0.0001679198],"genre_scores_gemma":[0.9992913,0.0001926856,0.0000310524,0.00001070839,0.00001448026,0.000008319603,0.0004151123,9.652312e-7,0.00003533624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003027501,"threshold_uncertainty_score":0.01146781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0531603521445607,"score_gpt":0.3964052167091483,"score_spread":0.3432448645645876,"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."}}