{"id":"W4406384798","doi":"10.1016/j.ypdi.2013.02.028","title":"10.1016/j.ypdi.2013.02.028","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":false,"ca_institutions":"","funders":"","keywords":"Medicine; Extracorporeal membrane oxygenation; Oxygenation; Anesthesia; Intensive care 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":[0.000737483,0.001264674,0.0006336923,0.001909053,0.0008229183,0.003043653,0.001035252,0.003158222,0.8626444],"category_scores_gemma":[0.00134306,0.0004273792,0.0005883188,0.0008738384,0.000859025,0.002258874,0.001293951,0.001587158,0.8133355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007439283,"about_ca_system_score_gemma":0.001030274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001461401,"about_ca_topic_score_gemma":0.001153219,"domain_scores_codex":[0.9996669,0.00002622236,0.00003189513,0.0001085284,0.00009151908,0.00007489729],"domain_scores_gemma":[0.9990661,0.0001572128,0.0001326075,0.00006367307,0.0002263531,0.0003540881],"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":[0.0003762233,0.0003307423,0.006721367,0.0006821392,0.00005239135,0.0007309015,0.0001371934,0.0002440619,0.001780333,0.005084976,0.2075543,0.7763053],"study_design_scores_gemma":[0.00007811235,0.0001885928,0.007990094,0.001127191,0.00007175659,0.008019832,0.000353952,0.0004276833,0.001123186,0.005644072,0.9749326,0.00004279632],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01021868,0.02562555,0.00717569,0.00859428,0.004022778,0.0001784639,0.003439819,0.003012469,0.9377323],"genre_scores_gemma":[0.02773022,0.008941573,0.00389874,0.003279645,0.001529983,0.0001449667,0.002837564,0.0004826326,0.9511546],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1373556,"threshold_uncertainty_score":0.1959209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006101950809853305,"score_gpt":0.1620651860210983,"score_spread":0.1559632352112449,"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."}}