{"id":"W4410521928","doi":"10.1016/j.jscai.2024.102150","title":"SCAI/EAPCI/ACVC Expert Consensus Statement on Cardiogenic Shock in Women","year":2025,"lang":"en","type":"article","venue":"Journal of the Society for Cardiovascular Angiography & Interventions","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital","funders":"CSL Behring","keywords":"Cardiogenic shock; Statement (logic); Consensus conference; Medicine; Shock (circulatory); Political science; Cardiology; Internal medicine; Law; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.00182819,0.0002201551,0.0006165084,0.0003011604,0.0001290638,0.00005099614,0.0004642574,0.0001219406,0.00002176185],"category_scores_gemma":[0.00004773758,0.0001759632,0.1510965,0.0008929638,0.00006541577,0.00007878489,0.00006152339,0.0003241833,0.000001783344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003985864,"about_ca_system_score_gemma":0.00004885362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001070981,"about_ca_topic_score_gemma":0.000007156541,"domain_scores_codex":[0.9979482,0.0001273845,0.0009022027,0.0001893794,0.0004512524,0.0003816179],"domain_scores_gemma":[0.998922,0.00009355084,0.000141674,0.0005738139,0.0001706697,0.00009826416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001785315,0.0006905685,0.00282048,0.002186867,0.6930213,0.00004141143,0.002942584,0.1344763,0.0006725487,0.00171631,0.1478482,0.01340484],"study_design_scores_gemma":[0.02254063,0.001421592,0.0269744,0.01223514,0.04670816,0.0002865803,0.02055167,0.003131242,0.00381089,0.02464085,0.8347374,0.002961467],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3917559,0.5185816,0.07753967,0.001194304,0.007332129,0.002303124,0.0002247645,0.0002047005,0.0008637541],"genre_scores_gemma":[0.9981869,0.0003150659,0.0009972878,0.0001952994,0.0001080337,0.0001154506,0.000002620453,0.00003306867,0.00004630772],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6868892,"threshold_uncertainty_score":0.8574051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01700661784336744,"score_gpt":0.2612014468402084,"score_spread":0.244194828996841,"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."}}