{"id":"W3133190531","doi":"10.1016/j.hlc.2021.02.003","title":"The Cardiac Society of Australia and New Zealand (CSANZ) Guidelines and Quality Standards Committee: How to use it. A guide for fellows and authors","year":2021,"lang":"en","type":"article","venue":"Heart Lung and Circulation","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Standards Association","funders":"","keywords":"Table (database); Guideline; Public relations; Statement (logic); Position (finance); Quality (philosophy); Table of contents; Medical education; Position statement; Good practice; Political science; Medicine; Business; Family medicine; Engineering ethics; Engineering; Computer science; Law; World Wide Web; Data mining","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00113976,0.0001138044,0.0004599365,0.00001765626,0.0001602418,0.0001054137,0.00001186837,0.00009971262,0.000002889049],"category_scores_gemma":[0.0005389669,0.00008306913,0.0001501504,0.00007848868,0.0000750346,0.00007192737,0.00002292796,0.00006747898,7.128735e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002212677,"about_ca_system_score_gemma":0.00008165433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004814635,"about_ca_topic_score_gemma":0.00007683093,"domain_scores_codex":[0.9989924,0.0001072145,0.0002795074,0.0002281917,0.0002425016,0.000150194],"domain_scores_gemma":[0.9987108,0.0005817811,0.0000496923,0.0001611904,0.0002913489,0.0002051909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001099343,0.000008575761,0.9066696,0.0001975172,0.0001281976,0.000001616827,0.0008385843,0.000005522867,0.003162386,0.0007143525,0.08526756,0.002896195],"study_design_scores_gemma":[0.0006055232,0.00003152357,0.5998766,0.00005356549,0.0001210158,0.00002561585,0.0002988041,0.0002023622,0.0000907101,0.00003658058,0.3985876,0.00007005403],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9620293,0.001711214,0.0005115488,0.03517902,0.00007836888,0.0004057626,0.00004385662,0.00001352818,0.00002735827],"genre_scores_gemma":[0.9804615,0.001250052,0.003974647,0.0009839475,0.0002008878,0.00001530924,0.00003939741,0.00001772451,0.01305653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3133201,"threshold_uncertainty_score":0.3387461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1179633867257237,"score_gpt":0.4018353043491484,"score_spread":0.2838719176234247,"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."}}