{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002282453,0.0003866401,0.0009262769,0.0006726743,0.000150748,0.000008147145,0.0001090858,0.0002026692,0.0002311407],"category_scores_gemma":[0.0001266238,0.0003229776,0.0001636428,0.0008743815,0.0005498027,0.0001485071,0.00007929316,0.0003518332,0.0000906958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003111202,"about_ca_system_score_gemma":0.004248952,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06183585,"about_ca_topic_score_gemma":0.1530993,"domain_scores_codex":[0.9968815,0.0002921836,0.0004197188,0.0008391142,0.000346236,0.001221246],"domain_scores_gemma":[0.9972668,0.0002768862,0.00006511858,0.0006784113,0.0001680831,0.001544666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003989369,0.0001135842,0.99199,0.001116458,0.00008158788,0.0009760028,0.0003593068,0.0001231894,0.0003939856,0.0001307253,0.00148364,0.002832541],"study_design_scores_gemma":[0.001635131,0.0004022424,0.9295046,0.0003191933,0.0000828791,0.0001417654,0.0008829402,0.0003443629,0.00007444341,0.0001011949,0.06626029,0.0002510078],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9705597,0.006910739,8.276894e-7,0.019918,0.0000643301,0.001718427,0.0004336417,0.00008170619,0.0003126891],"genre_scores_gemma":[0.9969698,0.000134486,0.0009137103,0.0001981629,0.0002309243,0.0002552823,0.0007855162,0.00007041646,0.0004416793],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09126343,"threshold_uncertainty_score":0.9999222,"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."}}