{"id":"W2397565462","doi":"10.1714/1311.14488","title":"10.1714/1311.14488","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cardiogenic shock; Extracorporeal membrane oxygenation; Cannula; Ventricular assist device; Oxygenator; Surgery; Heart transplantation; Venous return curve; Anesthesia; Cardiology; Ventricle; Transplantation; Cardiopulmonary bypass; Heart failure; Myocardial infarction; Hemodynamics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006796758,0.001860898,0.0009341033,0.00166076,0.001499795,0.002332661,0.001197811,0.002867898,0.9751461],"category_scores_gemma":[0.001251839,0.0006069744,0.0007758045,0.001100493,0.0007901193,0.002888982,0.002464431,0.001777275,0.9714139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008905898,"about_ca_system_score_gemma":0.0007332507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002296911,"about_ca_topic_score_gemma":0.002562401,"domain_scores_codex":[0.9994864,0.00004656504,0.0000577676,0.0001516186,0.000129503,0.0001279848],"domain_scores_gemma":[0.9986557,0.0002558243,0.00006080963,0.0001364078,0.0003910662,0.0005001351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003592843,0.0004697773,0.002144308,0.0005359735,0.00002875582,0.0007119447,0.00009332102,0.0001887034,0.002658161,0.00206602,0.3580754,0.6326684],"study_design_scores_gemma":[0.00008647481,0.0001160285,0.002769005,0.0004556609,0.00001807285,0.002042417,0.0001449713,0.0003275764,0.000699284,0.001119915,0.9921831,0.00003744957],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001584623,0.0006798343,0.0008747638,0.0009224851,0.0007528943,0.0001610204,0.0009982312,0.0009647975,0.9930612],"genre_scores_gemma":[0.002874428,0.0004178331,0.0007715749,0.001094108,0.0001913171,0.00007606752,0.0009577104,0.000360946,0.993256],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02485394,"threshold_uncertainty_score":0.03545105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005874488350808207,"score_gpt":0.1624252274703517,"score_spread":0.1565507391195435,"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."}}