{"id":"W4323652400","doi":"10.1161/jaha.122.028492","title":"Preferences of Patients With Chronic Kidney Disease for Invasive Versus Conservative Treatment of Acute Coronary Syndrome: A Discrete Choice Experiment","year":2023,"lang":"en","type":"article","venue":"Journal of the American Heart Association","topic":"Economic and Environmental Valuation","field":"Economics, Econometrics and Finance","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Alberta; University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Acute coronary syndrome; Kidney disease; Internal medicine; Conservative treatment; Cardiology; Disease; Kidney; Intensive care medicine; Myocardial infarction; Surgery","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":[0.007302629,0.0008418799,0.000817116,0.0002706541,0.0005991717,0.001698861,0.0006611339,0.001473569,0.006218781],"category_scores_gemma":[0.01536564,0.0003381191,0.0008874401,0.0002892133,0.001684637,0.0006625951,0.00065526,0.001636155,0.0003750088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001479448,"about_ca_system_score_gemma":0.001986698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005707836,"about_ca_topic_score_gemma":0.005582363,"domain_scores_codex":[0.9968805,0.002070303,0.0001442727,0.0002042994,0.0003633904,0.0003372091],"domain_scores_gemma":[0.9769597,0.0180873,0.001818778,0.0008921726,0.0003771302,0.00186496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.2465879,0.1733886,0.3338442,0.001294911,0.001560309,0.001418414,0.01279198,0.0741591,0.043189,0.0164545,0.006142108,0.08916891],"study_design_scores_gemma":[0.06581397,0.2209603,0.3570265,0.0003103833,0.0008952839,0.0004507545,0.006867012,0.2984859,0.01142869,0.02963703,0.007365854,0.0007582671],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978954,0.00001539518,0.0006091238,0.0001192248,0.00001350454,0.0003468914,0.0001165853,0.00000433203,0.0008794393],"genre_scores_gemma":[0.9948937,0.00004271799,0.002809293,0.0002192042,0.00001907588,0.0008797955,0.0001647686,0.000002017488,0.0009694248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007302629,"threshold_uncertainty_score":0.03862047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05786983580546233,"score_gpt":0.2634693913541509,"score_spread":0.2055995555486885,"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."}}