{"id":"W3011860807","doi":"10.1016/j.jaccas.2020.01.025","title":"Does Impella Support Really Prevent Catastrophe?","year":2020,"lang":"en","type":"editorial","venue":"JACC Case Reports","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Jubilee Hospital","funders":"","keywords":"Impella; Medicine; Intensive care medicine; Internal medicine; Heart failure","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006101268,0.0008258157,0.001176515,0.0001372812,0.00008647029,0.0001637558,0.000235187,0.00122183,0.001420967],"category_scores_gemma":[0.0006347935,0.0006351867,0.0004583681,0.0002268233,0.00003722743,0.0001832616,0.0002140554,0.001483065,0.0002187927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003464951,"about_ca_system_score_gemma":0.0006060086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001737867,"about_ca_topic_score_gemma":0.000222512,"domain_scores_codex":[0.9949906,0.00006723052,0.001717401,0.001167315,0.001326226,0.0007312323],"domain_scores_gemma":[0.9966776,0.000244347,0.0005659423,0.001584892,0.0001979337,0.0007292523],"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":[0.000005040175,0.00002124479,0.00003082058,0.000705723,0.0001804298,0.3330222,0.0000468105,0.00007159456,0.00006706172,0.000002199977,0.6652812,0.0005656641],"study_design_scores_gemma":[0.000126644,0.00006941504,0.000005793674,0.0001065364,0.0003182455,0.01641713,0.00002659515,0.0001261956,0.0005061722,0.0001006294,0.9813887,0.0008079211],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.002222983,0.00037807,0.0001362212,0.00004132666,0.9913241,0.0008074378,0.0007159758,0.001187508,0.003186379],"genre_scores_gemma":[0.07627577,0.0001017168,0.0004308213,0.00004854858,0.9173726,0.0001855051,0.003413073,0.0004973165,0.001674598],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.3166051,"threshold_uncertainty_score":0.9996099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006705647090291515,"score_gpt":0.2320765963264224,"score_spread":0.2253709492361309,"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."}}