{"id":"W3017741874","doi":"10.1111/aor.13699","title":"Development of ventricular assist device and heart transplantation in Japan: How people worked","year":2020,"lang":"en","type":"editorial","venue":"Artificial Organs","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Heart transplantation; Transplantation; Ventricular assist device; Cardiology; Medicine; Internal medicine; Intensive care medicine; Heart failure","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002214774,0.000241125,0.0005064225,0.0001155323,0.00004076807,0.00004529926,0.0001373322,0.0004025087,0.00004831469],"category_scores_gemma":[0.00009962766,0.0002663829,0.00005269548,0.0004087902,0.00001508118,0.00009043455,0.00001963068,0.0003904811,0.00002921721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008444452,"about_ca_system_score_gemma":0.000148149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000174899,"about_ca_topic_score_gemma":0.001533188,"domain_scores_codex":[0.9984797,0.00004144113,0.0004913696,0.0003028594,0.0004505836,0.0002340271],"domain_scores_gemma":[0.9994365,0.0001797318,0.00007868934,0.0001422087,0.00005052645,0.0001123428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005652104,0.0009312151,0.08328705,0.0331847,0.001978158,0.001163704,0.06421611,0.00230705,0.1300441,0.0008034863,0.6417347,0.03978451],"study_design_scores_gemma":[0.0009070876,0.00007651453,0.03484364,0.0007744014,0.000379488,0.000008926573,0.0009944002,0.002767478,0.06408411,0.0001042478,0.8935417,0.001518033],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7310935,0.0005075997,0.002384533,0.000258645,0.2646626,0.0006342349,0.000124648,0.0002585231,0.00007575783],"genre_scores_gemma":[0.9532725,0.000009369343,0.001037315,0.00001450993,0.0451797,0.00002581877,0.0003838296,0.00007175725,0.000005228818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2518069,"threshold_uncertainty_score":0.9999788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01338559177911828,"score_gpt":0.2187131081138929,"score_spread":0.2053275163347746,"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."}}