{"id":"W4292379374","doi":"10.1016/j.cjco.2022.08.008","title":"Vascular Complications With Intra-aortic Balloon Pump (IABP): Experience From a Large Canadian Metropolitan Centre","year":2022,"lang":"en","type":"article","venue":"CJC Open","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; Health Sciences Centre; University of Toronto","funders":"","keywords":"Medicine; Cardiogenic shock; Retrospective cohort study; Surgery; Myocardial infarction; Fasciotomy; Aortic dissection; Amputation; Intra-aortic balloon pump; Intra-Aortic Balloon Pumping; Cardiology; Internal medicine; Aorta","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001444637,0.0001568183,0.0002562327,0.00007728601,0.0003265735,0.0001217872,0.0009640665,0.00003656105,0.007284175],"category_scores_gemma":[0.00001570767,0.000161088,0.00004505655,0.0003533276,0.00002251691,0.0002138508,0.0002037588,0.00022169,0.000124896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006812975,"about_ca_system_score_gemma":0.0001206045,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06374567,"about_ca_topic_score_gemma":0.0758149,"domain_scores_codex":[0.9986725,0.00006203802,0.0002159,0.0003320567,0.0002635301,0.0004539659],"domain_scores_gemma":[0.998821,0.00002775994,0.00003132198,0.0006714373,0.00002868276,0.0004197803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000105783,0.001247698,0.6014808,0.0003464121,0.004841155,0.001457519,0.04145792,0.03496568,0.01242922,0.2556854,0.03831574,0.007666644],"study_design_scores_gemma":[0.002068143,0.0001069484,0.06874539,0.00006542218,0.0002374563,0.0000296111,0.02223659,0.07849822,0.002419383,0.001865846,0.8221634,0.001563615],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9743444,0.0003948325,0.002026626,0.0004330014,0.0002818089,0.00107476,0.0005203188,0.0002228081,0.0207014],"genre_scores_gemma":[0.9983083,0.000001794644,0.0005070184,0.0005946406,0.00002528827,0.0002479834,0.0001994828,0.0000442927,0.000071202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7838476,"threshold_uncertainty_score":0.9936233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01459514803983895,"score_gpt":0.2354105000161013,"score_spread":0.2208153519762624,"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."}}