{"id":"W3105540406","doi":"10.1093/eurheartj/ehaa822","title":"Chronic obstructive pulmonary disease and atrial fibrillation: an interdisciplinary perspective","year":2020,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":128,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; McGill University; Montreal Heart Institute","funders":"","keywords":"Medicine; Atrial fibrillation; Pulmonary disease; Cardiology; Perspective (graphical); Internal medicine; Intensive care medicine","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":[0.0002025123,0.0001395849,0.0002127178,0.00007754968,0.0003001482,0.00009162574,0.00005463563,0.00001812915,0.0002761908],"category_scores_gemma":[0.0001251762,0.0001184962,0.0002149529,0.000129417,0.00007155681,0.0003505207,0.0001939077,0.000232694,0.00008779529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001014359,"about_ca_system_score_gemma":0.00007697311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":6.101446e-7,"about_ca_topic_score_gemma":1.988469e-7,"domain_scores_codex":[0.9988958,0.0002210699,0.0002361031,0.0002533176,0.0002270746,0.0001665902],"domain_scores_gemma":[0.9990695,0.00004188951,0.00009386069,0.0001175068,0.0000880111,0.0005893016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005428306,0.000007145265,0.9196264,0.0001456875,0.0004763913,0.002614983,0.006450494,0.001368027,0.001824118,0.002055745,0.003703444,0.05629933],"study_design_scores_gemma":[0.001169168,0.0005464255,0.9515454,0.00004611341,0.0001879283,0.000455942,0.001331495,0.00204261,0.000006959312,0.0004191016,0.04208996,0.0001589306],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8565975,0.005739751,0.000545533,0.1170186,0.0008224763,0.0006525644,0.00001223491,0.0001843549,0.01842703],"genre_scores_gemma":[0.9652364,0.00008648604,0.0004559734,0.0002644683,0.03348213,6.207252e-8,0.0000101847,0.00003289828,0.0004313855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1167541,"threshold_uncertainty_score":0.4832135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07171402781946788,"score_gpt":0.3611176395554688,"score_spread":0.2894036117360009,"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."}}