{"id":"W4389939879","doi":"10.1161/circ.148.suppl_1.18298","title":"Abstract 18298: 10-Year Trends of In-Hospital Outcomes of Patients That Underwent Percutaneous Coronary Intervention for Cardiogenic Shock Complicating Acute Coronary Syndrome","year":2023,"lang":"en","type":"article","venue":"Circulation","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Conventional PCI; Cardiogenic shock; Percutaneous coronary intervention; Acute coronary syndrome; Internal medicine; Cardiology; Mortality rate; Emergency medicine; Myocardial infarction","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005070157,0.0001924057,0.000196097,0.00115307,0.0002198066,0.0005300172,0.0004005851,0.0003353966,0.001678247],"category_scores_gemma":[0.001812164,0.0001303259,0.0004027514,0.001717295,0.0001211526,0.0005516896,0.0003653313,0.0004751719,0.0003753654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004242466,"about_ca_system_score_gemma":0.0005877625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008359802,"about_ca_topic_score_gemma":0.007832684,"domain_scores_codex":[0.9996272,0.00004265519,0.00007294481,0.0001015349,0.00007720351,0.0000784501],"domain_scores_gemma":[0.997809,0.0001498711,0.001289993,0.00009176173,0.0003820934,0.000277281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007777449,0.00001214097,0.9986348,0.00001002936,0.00003073646,0.00002357113,0.00002203253,0.00003537988,0.00006923332,0.00001279777,0.0003293642,0.0007421282],"study_design_scores_gemma":[0.000003773941,0.00002122855,0.9994554,0.000003555213,0.00001548025,0.00006261813,0.00005215223,0.0001637387,0.00003036893,0.00000866081,0.0001810194,0.00000209627],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903025,0.0002588852,0.0001415475,0.0001261683,0.0000183671,0.00001166749,0.008337249,0.00001651927,0.0007870686],"genre_scores_gemma":[0.991237,0.0001528043,0.0001128701,0.00003336533,0.00002786752,0.0000209535,0.008157628,0.000003767716,0.0002536719],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008359802,"threshold_uncertainty_score":0.01662225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02219126109202692,"score_gpt":0.2565312011373859,"score_spread":0.234339940045359,"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."}}