{"id":"W2090439145","doi":"10.1097/01.mat.0000147972.53186.72","title":"The Quest for Permanent Ventricular Assistance: The Role of Aortic Counterpulsation","year":2004,"lang":"en","type":"review","venue":"ASAIO Journal","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cardiology; Internal medicine; Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0008011253,0.0002224249,0.0005565305,0.00004886476,0.000210547,0.0001101269,0.0004755083,0.0001393818,0.00003095922],"category_scores_gemma":[0.00007608841,0.0001152959,0.0005125225,0.0001284075,0.00002616776,0.00006882604,0.00001707867,0.0004926563,0.00001876384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003120412,"about_ca_system_score_gemma":0.0001692043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001413045,"about_ca_topic_score_gemma":0.000004516749,"domain_scores_codex":[0.9984191,0.00007581304,0.0007727547,0.0001156412,0.000361786,0.0002548714],"domain_scores_gemma":[0.9988452,0.0002701848,0.0004137505,0.0003014344,0.00009562653,0.00007381192],"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":[0.000003595696,0.0000257343,0.00002860952,0.006913675,0.0006654852,0.00002135039,0.00006213646,0.0004489805,0.000002922234,0.002380524,0.0005559486,0.9888911],"study_design_scores_gemma":[0.00008972034,0.00001925036,0.00001767087,0.003424754,0.0005385738,0.0002396708,0.00002704295,0.00027797,0.000006571865,0.001292111,0.9939324,0.0001342589],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002712794,0.9978515,0.0008378984,0.00001624242,0.0007100084,0.0003619113,0.0000204268,0.0000219446,0.0001529509],"genre_scores_gemma":[0.00468718,0.9946985,0.00004805825,0.000009572356,0.0003772852,0.00007820137,0.00001701855,0.00005558649,0.00002855301],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9933764,"threshold_uncertainty_score":0.4701629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01526514418309425,"score_gpt":0.2766888481746841,"score_spread":0.2614237039915899,"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."}}