{"id":"W2885643890","doi":"10.1016/j.cjca.2018.07.475","title":"Mechanisms and Clinical Significance of Arrhythmia-Induced Cardiomyopathy","year":2018,"lang":"en","type":"review","venue":"Canadian Journal of Cardiology","topic":"Cardiac Arrhythmias and Treatments","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Université de Montréal; Montreal Heart Institute","funders":"Canadian Institutes of Health Research; Deutsche Forschungsgemeinschaft; Innovative Research Group Project of the National Natural Science Foundation of China; Heart and Stroke Foundation of Canada; Canadian Cardiovascular Society; Deutsches Zentrum für Herz-Kreislaufforschung","keywords":"Medicine; Cardiomyopathy; Cardiology; Internal medicine; Clinical significance; Heart failure","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"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":[0.001201369,0.0004009234,0.005646628,0.0005613092,0.00006292887,0.00001304619,0.0001516893,0.00074479,0.0000143665],"category_scores_gemma":[0.0004573337,0.0003031892,0.002426081,0.0002111424,0.000392407,0.00004043367,0.00003000738,0.0007043575,0.00001608094],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002672677,"about_ca_system_score_gemma":0.006366753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003298462,"about_ca_topic_score_gemma":0.0001993894,"domain_scores_codex":[0.99691,0.0005506127,0.001535492,0.0003693821,0.0002019481,0.0004325973],"domain_scores_gemma":[0.9964663,0.0003030894,0.001066484,0.0005113141,0.0004842478,0.001168552],"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":[0.00004918827,0.000002792513,0.0005492473,0.001984648,0.005002968,0.00464236,0.00002575142,8.468853e-7,0.000001018204,0.0001848353,0.002548836,0.9850075],"study_design_scores_gemma":[0.0008726831,0.001237211,0.0009704021,0.003589407,0.00662287,0.01610053,0.00002208747,2.460907e-7,0.000001635636,0.0001371741,0.970233,0.0002127274],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004919924,0.9926614,0.0003525577,0.00006939739,0.002776478,0.0005865402,0.0001852738,0.000004532814,0.002871852],"genre_scores_gemma":[0.01472761,0.979711,0.0004752891,0.00003680938,0.004882029,0.00001083154,0.00002333163,0.00006302573,0.00007008891],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9847948,"threshold_uncertainty_score":0.999942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0638336931223439,"score_gpt":0.3510323437706102,"score_spread":0.2871986506482663,"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."}}