{"id":"W4406663366","doi":"10.1016/b978-0-323-54940-0.00006-7","title":"10.1016/b978-0-323-54940-0.00006-7","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Extracorporeal membrane oxygenation; Medicine; Internal medicine","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":[0.0006648634,0.001918638,0.001109956,0.001639336,0.001126452,0.004076421,0.002230424,0.003309779,0.9734107],"category_scores_gemma":[0.001277163,0.0006641048,0.000757491,0.001661191,0.0009721558,0.003550039,0.002740613,0.001857661,0.9863675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007744491,"about_ca_system_score_gemma":0.0007319828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002496037,"about_ca_topic_score_gemma":0.002643993,"domain_scores_codex":[0.9996241,0.00002170072,0.00002147158,0.0001204391,0.000148939,0.00006328041],"domain_scores_gemma":[0.9987739,0.000382501,0.00007771049,0.0001599931,0.0002613773,0.0003444808],"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":[0.0001074286,0.00009710534,0.0002657979,0.0004128089,0.00001387751,0.0001097147,0.00007447789,0.0002859632,0.002323176,0.006507813,0.3823667,0.6074352],"study_design_scores_gemma":[0.00001218214,0.00003338507,0.0003771656,0.0002011241,0.000005096665,0.0001506205,0.00004663038,0.00008716623,0.0002570126,0.0009487054,0.9978716,0.000009180551],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001324501,0.0004604578,0.0007146233,0.0001925459,0.000143862,0.00003342393,0.0004198426,0.0006476362,0.9972551],"genre_scores_gemma":[0.0003539952,0.0002552483,0.0003039877,0.00008095411,0.00002946079,0.00002327468,0.000286805,0.0001682143,0.9984981],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02658933,"threshold_uncertainty_score":0.03792644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008946565771962105,"score_gpt":0.1639283823714271,"score_spread":0.154981816599465,"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."}}