{"id":"W2082136197","doi":"10.1038/nrcardio.2014.166","title":"Challenging the status quo: β-blockers for HF plus AF","year":2014,"lang":"en","type":"review","venue":"Nature Reviews Cardiology","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal Heart Institute","funders":"American Heart Association","keywords":"Medicine; Status quo; Internal medicine; Cardiology; 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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001635506,0.0007894849,0.006753509,0.0002127133,0.0001685064,0.00001943762,0.000306839,0.001368418,0.00003373154],"category_scores_gemma":[0.0006936014,0.0003926327,0.003025679,0.0002811715,0.00010189,0.00002371158,0.0001327045,0.001589308,0.0002978216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000489869,"about_ca_system_score_gemma":0.0003922267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004385391,"about_ca_topic_score_gemma":0.000006669476,"domain_scores_codex":[0.9962102,0.0007921344,0.0009799785,0.0007997314,0.0002232365,0.0009947186],"domain_scores_gemma":[0.9972387,0.0006671949,0.0004592391,0.001298474,0.00009504137,0.0002413501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000011567,0.000008172066,0.000001900752,0.02789195,0.001044924,0.00003508798,0.00001915489,2.797771e-7,2.230617e-8,0.001166041,0.1724599,0.7973611],"study_design_scores_gemma":[0.0006727247,0.0001877364,0.000001895566,0.008771793,0.008017026,0.0002937084,0.0000120503,0.000003397474,3.074552e-8,0.00002568209,0.9816946,0.0003193115],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[5.822348e-8,0.9824086,0.0005101862,0.002731938,0.001378344,0.009661213,0.00003272497,0.00008901941,0.003187932],"genre_scores_gemma":[0.000002146517,0.9889392,0.001875192,0.0009974014,0.002581001,0.002623315,0.0006663746,0.000103862,0.002211472],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8092348,"threshold_uncertainty_score":0.999928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05830631933110591,"score_gpt":0.3896373137286451,"score_spread":0.3313309943975392,"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."}}