{"id":"W185474993","doi":"10.1051/ject/200739091","title":"Trans-Aortic Counterpulsation: A Viable Alternative?","year":2007,"lang":"en","type":"article","venue":"Journal of ExtraCorporeal Technology","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Southlake Regional Health Center","funders":"","keywords":"Medicine; Ascending aorta; Intra-Aortic Balloon Pumping; Aorta; Surgery; Balloon; Percutaneous; Cardiac surgery; Cardiology; Intra-aortic balloon pump; Internal medicine; Cardiogenic shock; Myocardial infarction","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":[],"consensus_categories":[],"category_scores_codex":[0.0006836037,0.0001555164,0.0003363839,0.0005519355,0.00002618479,0.00001475453,0.0003667539,0.0002369614,0.0002049416],"category_scores_gemma":[0.00004844854,0.0001419712,0.0001133391,0.0004355859,0.00006175027,0.0002302554,0.00001305317,0.0005149489,0.00001445522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001104449,"about_ca_system_score_gemma":0.0000300808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002560243,"about_ca_topic_score_gemma":0.00001770881,"domain_scores_codex":[0.9984285,0.00001046663,0.0008373849,0.0001138068,0.000290502,0.0003193548],"domain_scores_gemma":[0.9991744,0.00006807125,0.0002734216,0.0001977552,0.0001604051,0.0001259761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003925714,0.0006543865,0.09903826,0.0004950959,0.001510533,0.006361433,0.0009000133,0.008016981,0.4394045,0.05657033,0.004271588,0.3823843],"study_design_scores_gemma":[0.006283433,0.002475641,0.03983374,0.0006803548,0.0005952835,0.01284151,0.001170265,0.04020934,0.3108763,0.2972681,0.2856419,0.002124118],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.805997,0.0008166691,0.1889467,0.0002387951,0.0008898902,0.0001106364,0.000003962542,0.0002175951,0.002778759],"genre_scores_gemma":[0.9958881,0.0000389175,0.003775274,0.00004850329,0.0001906349,0.00000198846,0.000001179554,0.00002986354,0.00002550013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3802602,"threshold_uncertainty_score":0.578942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01270406456077563,"score_gpt":0.2469815360326107,"score_spread":0.2342774714718351,"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."}}