{"id":"W4233621481","doi":"10.32388/41k376","title":"Canadian Cardiovascular Society Grading Scale Class IV","year":2020,"lang":"en","type":"reference-entry","venue":"Definitions","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Grading scale; Grading (engineering); Class (philosophy); Scale (ratio); Computer science; Artificial intelligence; Cartography; Geography; Medicine; Engineering; Surgery; Civil engineering","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001770087,0.0003736434,0.001627169,0.0001634636,0.0003035141,0.00006564562,0.0001339172,0.0006362594,0.0004177738],"category_scores_gemma":[0.0001143253,0.0003468576,0.004528667,0.0004101901,0.0001006666,0.00003955567,0.00003491519,0.0009765667,0.000690156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005594018,"about_ca_system_score_gemma":0.001560986,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01493772,"about_ca_topic_score_gemma":0.004922063,"domain_scores_codex":[0.9978639,0.00009659215,0.0003480515,0.0005178848,0.0006134413,0.0005601505],"domain_scores_gemma":[0.998017,0.0002675743,0.0000571378,0.0005798219,0.000116601,0.0009618867],"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":[0.00001533142,0.00007013783,0.003971601,0.0008952323,0.004610449,0.001730736,0.0005229417,0.000005308737,6.544794e-7,0.01390829,0.9641972,0.01007213],"study_design_scores_gemma":[0.0005525521,0.00003235507,0.001947984,0.0003537676,0.002246239,0.0003743676,0.0002213611,0.00001574577,0.000001765379,0.0001388537,0.9937618,0.0003531986],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.0002760091,0.01142764,0.00006300327,0.008421091,0.0007028728,0.0004420642,0.0009226433,0.0001620791,0.9775826],"genre_scores_gemma":[0.06428318,0.5781676,0.00660657,0.03819222,0.012807,0.0008810359,0.03759655,0.0008072624,0.2606586],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.716924,"threshold_uncertainty_score":0.9998983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05391831838939867,"score_gpt":0.2481382979589224,"score_spread":0.1942199795695237,"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."}}