{"id":"W6930686379","doi":"10.5281/zenodo.1288768","title":"Outcome Of Patients With Acute Left Ventricular Faliure After Coronary Artery Bypass Grafting","year":2018,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Biomedical Text Mining and Ontologies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Artery; Bypass grafting; Coronary artery bypass surgery; Acute kidney injury; Observational study; Stroke (engine)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001719795,0.0001033644,0.0001107356,0.00005994081,0.000344327,0.00006169084,0.0003647479,0.00008512908,0.001008308],"category_scores_gemma":[0.0001566101,0.00008517536,0.00003915319,0.0001267835,0.0003112151,0.0000075037,0.0004922487,0.00009535775,0.0002779658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001572634,"about_ca_system_score_gemma":0.000002695547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002671004,"about_ca_topic_score_gemma":6.122242e-7,"domain_scores_codex":[0.9990152,0.00009971646,0.0001795221,0.0002687809,0.0002123925,0.0002244394],"domain_scores_gemma":[0.9991764,0.000004658189,0.00007846322,0.0002901883,0.0003667745,0.00008355044],"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":[0.007165179,0.002598484,0.2243333,0.0004754533,0.003129552,0.0006064601,0.00382934,0.00002237384,0.08859351,0.0003607803,0.2109981,0.4578875],"study_design_scores_gemma":[0.001364849,0.002099652,0.1731272,0.00003131904,0.00005705159,0.0001341872,0.0001213462,0.00002071941,0.005201391,0.00002171843,0.817556,0.0002644984],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951382,0.00005649644,0.002400179,0.00008752611,0.00005901774,0.0001506106,0.0001549705,0.00008228213,0.001870731],"genre_scores_gemma":[0.9977908,0.00001031307,0.0005693366,0.0001142631,0.00009230926,3.460278e-8,0.0009189445,0.0002574825,0.0002465838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.606558,"threshold_uncertainty_score":0.9999049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01473152430385133,"score_gpt":0.2379976138023002,"score_spread":0.2232660894984489,"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."}}