{"id":"W1984528838","doi":"10.1111/j.1525-1594.2004.07383.x","title":"Component Engineering for an Implantable System","year":2004,"lang":"en","type":"article","venue":"Artificial Organs","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Aging","funders":"","keywords":"Component (thermodynamics); Artificial heart; Miniaturization; Engineering; Control system; Reciprocating motion; Control engineering; Computer science; Electrical engineering; Mechanical engineering; Medicine; Surgery","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":[0.0001304094,0.00013723,0.0001876339,0.00005267877,0.00006735515,0.00004221323,0.000136482,0.00007186588,0.00001525226],"category_scores_gemma":[0.000009185402,0.000145594,0.00004948147,0.0001111516,0.000006151494,0.0001531582,0.00001060347,0.00007591304,0.0001342721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001298457,"about_ca_system_score_gemma":0.00001649981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002832435,"about_ca_topic_score_gemma":0.00005830303,"domain_scores_codex":[0.9991523,0.000005244905,0.0002513873,0.0001686414,0.0001122358,0.0003101624],"domain_scores_gemma":[0.9995726,0.00002500091,0.00001770741,0.0002163604,0.0000238012,0.0001444797],"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":[0.00001468188,0.00006916646,0.0001597181,0.0005071192,0.00008192729,0.00001259388,0.0004644958,0.2940383,0.5830436,0.1205046,0.0003161557,0.0007875599],"study_design_scores_gemma":[0.0006958076,0.0001836546,0.0005849952,0.0001197297,0.00009724718,0.00009917447,0.0005961931,0.2334394,0.7453977,0.001261302,0.01664822,0.0008765523],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8610007,0.00005016824,0.1354474,0.00002192151,0.000995777,0.0003809278,0.00004818564,0.001306194,0.0007488272],"genre_scores_gemma":[0.9980406,3.422808e-7,0.001584442,0.0000220345,0.0002271479,0.00003210719,0.00003346878,0.00005692997,0.000002944462],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1623541,"threshold_uncertainty_score":0.593715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02111854226655228,"score_gpt":0.2162575557767549,"score_spread":0.1951390135102027,"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."}}