{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001231455,0.0007747695,0.0007814316,0.005012605,0.001106054,0.001132275,0.001552659,0.0006169395,0.08656469],"category_scores_gemma":[0.00637728,0.0001582889,0.0005790676,0.00549686,0.0003162677,0.0007690309,0.0007280362,0.001352082,0.02261271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003028316,"about_ca_system_score_gemma":0.009728715,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2890279,"about_ca_topic_score_gemma":0.3244876,"domain_scores_codex":[0.9986622,0.00008611961,0.0001592297,0.0001273763,0.000838534,0.0001263663],"domain_scores_gemma":[0.9947559,0.000264962,0.0004881397,0.0001449832,0.004027172,0.0003189727],"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":[0.0001207531,0.00003033084,0.008473268,0.0003665646,0.00004869181,0.00007773149,0.00004235036,0.0001788217,0.00007408566,0.001536272,0.9588222,0.03022886],"study_design_scores_gemma":[0.0003746728,0.00008080978,0.1132329,0.001532825,0.0001259588,0.0005118665,0.0002176266,0.0007085415,0.0002237605,0.003708909,0.879177,0.0001051934],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.01064191,0.01124259,0.005539588,0.003427771,0.002615229,0.002068704,0.5143526,0.001051207,0.4490605],"genre_scores_gemma":[0.0998679,0.01793476,0.01375804,0.002552178,0.001309181,0.00212113,0.6896901,0.0005358857,0.1722308],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7109721,"threshold_uncertainty_score":0.5746911,"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."}}