{"id":"W3040689795","doi":"10.1164/ajrccm-conference.2020.201.1_meetingabstracts.a7391","title":"Eosinophilic Chronic Obstructive Pulmonary Disease and Pulmonary Rehabilitation Outcomes: A Single-Center Study","year":2020,"lang":"en","type":"article","venue":"","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Pulmonary disease; Pulmonary rehabilitation; Medicine; Disease; Center (category theory); Rehabilitation; Internal medicine; Intensive care medicine; Physical therapy","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":[0.002200711,0.0009962332,0.001671237,0.001165886,0.001833306,0.001961316,0.001375527,0.001737938,0.002183815],"category_scores_gemma":[0.00372696,0.0009229453,0.002241711,0.002128099,0.001171055,0.002676799,0.001779367,0.001714799,0.0004954273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001380441,"about_ca_system_score_gemma":0.001443322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01162887,"about_ca_topic_score_gemma":0.01749841,"domain_scores_codex":[0.9976094,0.000755272,0.0002173114,0.0006366689,0.0002868248,0.0004945162],"domain_scores_gemma":[0.9960268,0.0006963901,0.001377994,0.0003840706,0.0005329605,0.0009817171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001030807,0.0007558725,0.9961749,0.00003297965,0.0005242135,0.0002071732,0.0002004848,0.00003544259,0.0001667405,0.0000257899,0.0001339476,0.000711561],"study_design_scores_gemma":[0.000251575,0.001073306,0.9964928,0.00002770841,0.0003972099,0.0003270641,0.001037915,0.0001607211,0.00004906642,0.00003437971,0.0001274442,0.00002077811],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993244,0.0001875049,0.00005149661,0.00003284008,0.000008369026,0.00002742147,0.0001863675,0.000001687884,0.0001798622],"genre_scores_gemma":[0.9991313,0.0001086527,0.00007733228,0.0000659569,0.00003005772,0.00003665537,0.0004172339,0.00000259436,0.0001303128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01162887,"threshold_uncertainty_score":0.02312237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02692810893664375,"score_gpt":0.2931906216553639,"score_spread":0.2662625127187201,"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."}}