{"id":"W4234727335","doi":"10.32388/lxnqgl","title":"Canadian Cardiovascular Society Grading Scale Class","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); Scale (ratio); Class (philosophy); Computer science; Geography; Cartography; Artificial intelligence; Medicine; Engineering; 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":[0.0001634263,0.0003521497,0.00155667,0.0001551227,0.0002840419,0.00006121181,0.0001241848,0.0006061131,0.0003998318],"category_scores_gemma":[0.0001062676,0.0003264623,0.004425296,0.0003893898,0.0000931686,0.00003646269,0.00003243336,0.0009295067,0.0006750014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005344173,"about_ca_system_score_gemma":0.001524313,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0151349,"about_ca_topic_score_gemma":0.004749363,"domain_scores_codex":[0.997983,0.00008831343,0.0003266581,0.0004897885,0.0005835878,0.0005286824],"domain_scores_gemma":[0.9981149,0.0002475566,0.00005263468,0.0005489691,0.0001097602,0.0009261457],"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":[0.00001318368,0.00006342549,0.003640306,0.0008400053,0.00433865,0.001599329,0.0004703239,0.000004607256,5.500918e-7,0.0133599,0.9654891,0.01018064],"study_design_scores_gemma":[0.0005035643,0.00003069562,0.001834663,0.0003334896,0.002166983,0.000369346,0.0002015247,0.00001191376,0.000002019935,0.000130586,0.9940836,0.0003316588],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.0002169408,0.01123396,0.00005957339,0.00804816,0.0006569286,0.0004077079,0.0008734601,0.0001520481,0.9783512],"genre_scores_gemma":[0.05593362,0.5880185,0.006794224,0.03822345,0.01221794,0.0008164611,0.03677646,0.0007592641,0.26046],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7178912,"threshold_uncertainty_score":0.9999188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05505258822200429,"score_gpt":0.2484692213776435,"score_spread":0.1934166331556392,"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."}}