{"id":"W2292479233","doi":"10.1161/circoutcomes.9.suppl_2.3","title":"Abstract 3: Patient Satisfaction and Healthcare Service Utilization Following Premature Acute Coronary Syndrome","year":2016,"lang":"en","type":"article","venue":"Circulation Cardiovascular Quality and Outcomes","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Acute coronary syndrome; Patient satisfaction; Health care; Cohort; Prospective cohort study; Depression (economics); Internal medicine; Emergency medicine; Myocardial infarction; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001254708,0.0003062405,0.0007472268,0.0001597435,0.001124339,0.00002178912,0.0000553694,0.0004729423,0.0000704948],"category_scores_gemma":[0.0003043717,0.0002388065,0.0003423447,0.0002551886,0.00004774995,0.0006962726,0.00009365283,0.0003771844,0.00004881151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000374565,"about_ca_system_score_gemma":0.0001421147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001595717,"about_ca_topic_score_gemma":0.0004001705,"domain_scores_codex":[0.995791,0.001281115,0.001037305,0.0006502121,0.0007778943,0.0004624337],"domain_scores_gemma":[0.9976037,0.0007372993,0.0004171409,0.0006363813,0.000327174,0.0002782845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002996066,0.000006277097,0.9583617,0.0007860646,0.0006255191,0.00001213682,0.001356639,0.00002717631,0.00009606816,0.0006787573,0.00001840104,0.03800131],"study_design_scores_gemma":[0.001311971,0.00002709419,0.9953027,0.0004451224,0.0001750539,0.00003334545,0.0009318408,0.00002110375,0.000006074701,0.001028121,0.000419138,0.0002984238],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884526,0.002280478,0.001552468,0.004378903,0.001325584,0.00156388,0.0001436289,0.0002405354,0.00006199483],"genre_scores_gemma":[0.9974577,0.0004723273,0.0001664259,0.001549065,0.00004893388,0.0001661824,0.00007571036,0.00004106115,0.00002261054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03770288,"threshold_uncertainty_score":0.9738246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1282532594720331,"score_gpt":0.4084070849446766,"score_spread":0.2801538254726435,"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."}}