{"id":"W2891517388","doi":"10.1161/circinterventions.118.007214","title":"Left Ventricular Support","year":2018,"lang":"en","type":"letter","venue":"Circulation Cardiovascular Interventions","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cardiology; Internal medicine; Percutaneous coronary intervention; Myocardial infarction","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007985565,0.0006824233,0.001129104,0.0005777531,0.0001846888,0.0001987227,0.000687521,0.001356819,0.006055498],"category_scores_gemma":[0.00008766266,0.000794619,0.006932484,0.0004063732,0.0001088216,0.0003078829,0.00010776,0.001546936,0.003834409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003914311,"about_ca_system_score_gemma":0.00005886181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007399212,"about_ca_topic_score_gemma":0.000004008933,"domain_scores_codex":[0.9956834,0.0002627368,0.001187418,0.0008626034,0.001257617,0.0007462754],"domain_scores_gemma":[0.9972118,0.00005618471,0.0001679938,0.002064036,0.0003298486,0.0001701767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[5.719915e-7,0.00002076063,0.0002116873,0.00184823,0.005637566,0.0009734254,0.00002941816,0.005915642,0.000007821093,0.00004452706,0.984039,0.001271317],"study_design_scores_gemma":[0.0002956493,0.00002502339,0.0007377085,0.000370194,0.001841074,0.000455989,0.000007445002,0.002286175,0.00007914913,0.0003204923,0.9927487,0.0008324484],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.004831286,0.08849097,0.6811673,0.09409461,0.04847537,0.009570915,0.002152581,0.01537631,0.05584065],"genre_scores_gemma":[0.7588764,0.0002977432,0.002116127,0.1593859,0.04593259,0.001014359,0.02473359,0.002430443,0.005212831],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7540452,"threshold_uncertainty_score":0.9999396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03423735770432856,"score_gpt":0.2476758098813589,"score_spread":0.2134384521770303,"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."}}