{"id":"W4401167718","doi":"10.1016/j.jchf.2024.06.009","title":"Continuum of Preshock to Classic Cardiogenic Shock in the Critical Care Cardiology Trials Network Registry","year":2024,"lang":"en","type":"article","venue":"JACC Heart Failure","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; Jewish General Hospital; Vancouver General Hospital; Centre Hospitalier de l’Université de Montréal; McGill University; University of British Columbia","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Cardiogenic shock; Medicine; Cardiology; Internal medicine; Shock (circulatory); Heart failure; Intensive care 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":[0.003800659,0.0003050864,0.001299028,0.000589457,0.000748509,0.002048183,0.0007400425,0.0007095957,0.002948194],"category_scores_gemma":[0.009755883,0.0002473991,0.001128871,0.001624505,0.0004735939,0.001708083,0.001495725,0.001536655,0.000374933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007270465,"about_ca_system_score_gemma":0.001578382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001793934,"about_ca_topic_score_gemma":0.004899053,"domain_scores_codex":[0.9958788,0.002036794,0.0004513758,0.0008654328,0.0004091432,0.0003584231],"domain_scores_gemma":[0.9943126,0.001395619,0.002332705,0.0008371358,0.0005096624,0.0006122742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01844952,0.0004304639,0.9382871,0.0006778085,0.004423438,0.000443766,0.0002305059,0.0005903229,0.0006168048,0.002478902,0.02187811,0.01149318],"study_design_scores_gemma":[0.004538235,0.001201724,0.981555,0.0003538263,0.002368707,0.0006257158,0.000506715,0.0009557315,0.0002429265,0.002779082,0.00480218,0.00007006899],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9622874,0.005224513,0.00139054,0.002480782,0.0003404035,0.0004840595,0.01929868,0.00005437706,0.008439222],"genre_scores_gemma":[0.9828796,0.001019072,0.0007770516,0.001286902,0.0003495404,0.0007076745,0.01207212,0.0000302223,0.0008778113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003800659,"threshold_uncertainty_score":0.02010006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03039367415088488,"score_gpt":0.3017249208774262,"score_spread":0.2713312467265413,"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."}}