{"id":"W4403227849","doi":"10.1016/j.cjca.2024.08.021","title":"DANGER SHOCK IN CONTEXT: AN UPDATED META-ANALYSIS OF IMPELLA PERCUTANEOUS MECHANICAL CIRCULATORY SUPPORT IN ACUTE MYOCARDIAL INFARCTION ASSOCIATED CARDIOGENIC SHOCK","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Impella; Cardiogenic shock; Medicine; Cardiology; Circulatory system; Myocardial infarction; Shock (circulatory); Internal medicine; Context (archaeology); Percutaneous","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008618387,0.002684164,0.01076127,0.001975732,0.0008348484,0.004279787,0.001897077,0.00300004,0.004305342],"category_scores_gemma":[0.02619975,0.001679628,0.03639174,0.003395108,0.0007576611,0.002227521,0.002360881,0.003776143,0.0005476095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001011392,"about_ca_system_score_gemma":0.00143109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006473379,"about_ca_topic_score_gemma":0.01557766,"domain_scores_codex":[0.9892374,0.005114111,0.002175662,0.002109282,0.0007546818,0.0006089003],"domain_scores_gemma":[0.9872723,0.00790713,0.002319704,0.001332205,0.0008383614,0.0003303541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.007295839,0.00002537849,0.02199164,0.02171018,0.9430729,0.0001338575,0.00007955371,0.0002853346,0.0004946216,0.0001039343,0.0006414937,0.004165211],"study_design_scores_gemma":[0.001237057,0.0001934686,0.01244095,0.001072684,0.9835745,0.0000628424,0.00004557768,0.0001592636,0.00007038264,0.0002185675,0.0008958023,0.00002886391],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.09178588,0.8974599,0.003073977,0.001093163,0.001914776,0.0002073809,0.002663316,0.0001863548,0.001615223],"genre_scores_gemma":[0.9198989,0.06961786,0.00280972,0.003592606,0.001237074,0.000227044,0.001487016,0.0001886149,0.0009411434],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01076127,"threshold_uncertainty_score":0.0455789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02308741995189433,"score_gpt":0.2826527507216519,"score_spread":0.2595653307697576,"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."}}