{"id":"W4387297038","doi":"10.1002/ehf2.14497","title":"Epidemiology and Treatment of Heart Failure with Chronic Obstructive Pulmonary Disease in Canadian Primary Care","year":2023,"lang":"en","type":"article","venue":"ESC Heart Failure","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto; McMaster University; Hamilton Health Sciences; University of British Columbia","funders":"","keywords":"Medicine; COPD; Heart failure; Cardiorespiratory fitness; Internal medicine; Population; Physical therapy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001046415,0.000415834,0.0005177618,0.002992688,0.002681712,0.001336158,0.002119861,0.0008902586,0.002330213],"category_scores_gemma":[0.004996132,0.0003681991,0.001022332,0.006392302,0.0007381813,0.0005137035,0.001235081,0.001285638,0.0002161818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02959875,"about_ca_system_score_gemma":0.0380648,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.98772,"about_ca_topic_score_gemma":0.9886374,"domain_scores_codex":[0.9960918,0.000247481,0.0002964413,0.0004138925,0.002271615,0.0006788833],"domain_scores_gemma":[0.9952868,0.0001517744,0.001482207,0.0001107968,0.002053928,0.0009143804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002015933,0.00002887082,0.9920028,0.0001064182,0.00007625485,0.00009366153,0.000148916,0.00008852637,0.0000612829,0.0001255117,0.003251814,0.003995786],"study_design_scores_gemma":[0.000003591599,0.000008231977,0.9984533,0.00006478855,0.00001699553,0.0001305852,0.0001789118,0.0001401723,0.00001070023,0.00001997767,0.000965905,0.000006865347],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9057967,0.02476909,0.0005624103,0.007181955,0.0003388214,0.0003152738,0.04348664,0.0001002004,0.01744894],"genre_scores_gemma":[0.9853011,0.004814572,0.0004980533,0.0006642759,0.0000915554,0.00005454998,0.007962567,0.000007706382,0.0006055946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02959875,"threshold_uncertainty_score":0.2147549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0171035598060455,"score_gpt":0.286618539775477,"score_spread":0.2695149799694315,"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."}}