{"id":"W2082348633","doi":"10.1097/01.mat.0000225264.27444.fa","title":"Hemodynamic Characteristics of a Mixed Flow Pump Prototype: Progress Report of In Vitro and Acute Animal Experiments","year":2006,"lang":"en","type":"article","venue":"ASAIO Journal","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute; Université de Montréal","funders":"","keywords":"Hemodynamics; In vitro; Flow (mathematics); Cardiology; Mechanics; Medicine; Internal medicine; Chemistry; Biomedical engineering; Physics; Biochemistry","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":[0.001884193,0.0007539295,0.000873309,0.0002904393,0.0002484811,0.0006366367,0.0006470078,0.0005470787,0.000886442],"category_scores_gemma":[0.00151682,0.0002905417,0.0003157278,0.0001732852,0.0008588847,0.0006818102,0.0002475964,0.0007490087,0.0002704005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002333932,"about_ca_system_score_gemma":0.0002306925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002303859,"about_ca_topic_score_gemma":0.0002668674,"domain_scores_codex":[0.9991634,0.0003035067,0.00007761464,0.0001170763,0.0002137439,0.0001245787],"domain_scores_gemma":[0.9985905,0.0004672178,0.0002839632,0.0001579367,0.0002696937,0.0002306918],"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":[0.00199665,0.001194985,0.004733723,0.0002863295,0.00005389539,0.0001734437,0.0001697241,0.0003951302,0.9816528,0.00005006051,0.0002128963,0.009080366],"study_design_scores_gemma":[0.0003186094,0.1003333,0.03998044,0.00008079634,0.0004559562,0.001640133,0.000356167,0.005335602,0.8476306,0.00006297865,0.00373509,0.00007037901],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866108,0.001000258,0.01169912,0.00005026754,0.00004722824,0.0001404659,0.000144832,0.00008259209,0.0002242843],"genre_scores_gemma":[0.9742312,0.001667206,0.0220042,0.000118741,0.00009718832,0.0003015842,0.0008792572,0.00003646794,0.0006640676],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001884193,"threshold_uncertainty_score":0.009964705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008390688983326872,"score_gpt":0.240030193054154,"score_spread":0.2316395040708271,"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."}}