{"id":"W3124065659","doi":"10.1177/2054358120985375","title":"Treatment Preferences for Cardiac Procedures of Patients With Chronic Kidney Disease in Acute Coronary Syndrome: Design and Pilot Testing of a Discrete Choice Experiment","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Kidney Health and Disease","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Calgary","funders":"Canadian Institutes of Health Research; Amgen Canada","keywords":"Medicine; Kidney disease; Acute coronary syndrome; Internal medicine; Cardiology; Intensive care medicine; Coronary heart disease; Myocardial infarction","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02787087,0.00103836,0.000948859,0.0004948972,0.001232195,0.001344549,0.001195431,0.00210983,0.006452515],"category_scores_gemma":[0.04557364,0.0007819061,0.001210697,0.0005716014,0.002220522,0.001219852,0.001201639,0.002529429,0.00048282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001586099,"about_ca_system_score_gemma":0.003107679,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000987084,"about_ca_topic_score_gemma":0.001087392,"domain_scores_codex":[0.9776659,0.018112,0.0009565965,0.0008557939,0.001094464,0.001315241],"domain_scores_gemma":[0.8857373,0.09791481,0.006701027,0.003441931,0.00281386,0.003391077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.2269399,0.4857012,0.1088313,0.002251275,0.0008136187,0.001088286,0.0385665,0.02279426,0.02692035,0.00689977,0.002469026,0.07672448],"study_design_scores_gemma":[0.06504299,0.7984354,0.07870229,0.0002089995,0.00042528,0.0002098695,0.007926194,0.02781291,0.01057317,0.005652842,0.004706189,0.0003038739],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837641,0.00001544849,0.002829489,0.0001551788,0.00003326195,0.01222913,0.00015802,0.00001263659,0.0008026862],"genre_scores_gemma":[0.9062482,0.00006083426,0.02558419,0.0004099107,0.00006146453,0.06665092,0.0001332022,0.000006058642,0.0008452096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9990129,"threshold_uncertainty_score":0.147397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04057901497562429,"score_gpt":0.3224920032378364,"score_spread":0.2819129882622122,"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."}}