{"id":"W4240666991","doi":"10.1149/2.003102if","title":"Highlights from the 217th ECS Meeting, Vancouver, April 25-30, 2010","year":2010,"lang":"en","type":"article","venue":"The Electrochemical Society Interface","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001863301,0.001544545,0.0008530274,0.001022007,0.002600896,0.004306753,0.001036004,0.004406556,0.07487904],"category_scores_gemma":[0.001908062,0.0003338089,0.0008613697,0.0007273545,0.000473072,0.0008025503,0.001572014,0.003534954,0.0250151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002204568,"about_ca_system_score_gemma":0.004378986,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02618001,"about_ca_topic_score_gemma":0.1484348,"domain_scores_codex":[0.9989856,0.0000708361,0.00004025871,0.00009495041,0.0005176027,0.000290788],"domain_scores_gemma":[0.9979835,0.0001561556,0.00007147763,0.00002351285,0.001113845,0.0006516124],"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":[0.000361896,0.00006277339,0.0005141135,0.0002186956,0.00001707467,0.0002362982,0.00003977145,0.00009099158,0.0008034043,0.0002410606,0.9730325,0.02438145],"study_design_scores_gemma":[0.00004768007,0.0001052545,0.004231194,0.000157827,0.00002971331,0.00008651095,0.0002494821,0.0001115609,0.0006628482,0.0002140352,0.9940861,0.00001767507],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.01439669,0.05917228,0.001855613,0.233352,0.4870178,0.0008441174,0.004671012,0.0003219689,0.1983686],"genre_scores_gemma":[0.01767935,0.01913377,0.0007055965,0.01490004,0.04613512,0.0001442648,0.00221614,0.0001302439,0.8989555],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.97382,"threshold_uncertainty_score":0.2504953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00679164471939754,"score_gpt":0.2379818647687005,"score_spread":0.231190220049303,"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."}}