{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003235799,0.002440446,0.002792521,0.003732086,0.002549721,0.004307835,0.003186326,0.02277149,0.03119741],"category_scores_gemma":[0.02701831,0.000902659,0.00230344,0.001434835,0.002150358,0.002672114,0.0009452011,0.01593497,0.01715239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002643364,"about_ca_system_score_gemma":0.003210769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002141378,"about_ca_topic_score_gemma":0.005715153,"domain_scores_codex":[0.9975184,0.0004030375,0.0003284524,0.0002122635,0.001279655,0.0002582748],"domain_scores_gemma":[0.9878385,0.005952402,0.001067529,0.0003817128,0.003042578,0.00171731],"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":[0.00002644602,0.000009007963,0.00004387228,0.0002966729,0.00001815485,0.001239936,0.000007078216,0.00003143992,0.00003527258,0.0004490364,0.9910203,0.006822858],"study_design_scores_gemma":[0.0001524663,0.00004678015,0.0005681153,0.001481277,0.0001332517,0.002688221,0.00004184529,0.0002260354,0.0001331659,0.001452343,0.99304,0.00003665697],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001269103,0.01032382,0.0001914729,0.08055061,0.8900755,0.00004215017,0.0001619596,0.000111727,0.01841578],"genre_scores_gemma":[0.001516916,0.006359638,0.0001916196,0.0363955,0.9453563,0.00003366537,0.0001000081,0.00004769988,0.009998653],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.03119741,"threshold_uncertainty_score":0.1043657,"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."}}