{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002945876,0.0005092922,0.0003011482,0.0006065406,0.0003339718,0.0007508336,0.0004923443,0.0006429183,0.004075712],"category_scores_gemma":[0.0005547347,0.0002400521,0.0003452326,0.0003992549,0.0003597075,0.0006620201,0.000414928,0.0008609942,0.002419001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004618512,"about_ca_system_score_gemma":0.0006388616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006650371,"about_ca_topic_score_gemma":0.0006359866,"domain_scores_codex":[0.999567,0.00003928923,0.00002335121,0.00003964541,0.0003049508,0.00002576282],"domain_scores_gemma":[0.9997247,0.00004250673,0.00002258665,0.00003626813,0.0001568716,0.00001707657],"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":[0.00007194969,0.00007913289,0.0006121191,0.001305465,0.00005806096,0.0006241743,0.0002816501,0.02510044,0.4596462,0.160485,0.01162704,0.3401088],"study_design_scores_gemma":[0.00006079583,0.0007234188,0.00122019,0.0002802752,0.0001216975,0.002152159,0.0001046858,0.05350876,0.1592533,0.0395999,0.7429076,0.00006718181],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.009171916,0.005013377,0.9535093,0.001008775,0.0008787619,0.0002201133,0.0001000822,0.0010844,0.02901335],"genre_scores_gemma":[0.153491,0.006830868,0.798992,0.0005136658,0.0002726788,0.0004765164,0.0003796959,0.0002831528,0.03876045],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004075712,"threshold_uncertainty_score":0.01363462,"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."}}