{"id":"W2522523118","doi":"10.5114/aic.2016.61648","title":"Circulatory support with Impella CP device during high-risk percutaneous coronary interventions: initial experience in Poland","year":2016,"lang":"en","type":"article","venue":"Advances in Interventional Cardiology","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Impella; Medicine; Percutaneous; Psychological intervention; Circulatory system; Cardiology; Internal medicine; Interventional cardiology; Ventricular assist device; Nursing; Heart failure","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00120286,0.0005764999,0.0004776872,0.0003962205,0.0007818267,0.00095735,0.0004946591,0.000802628,0.002611734],"category_scores_gemma":[0.003135389,0.0002550225,0.0005224175,0.0004140261,0.0005037364,0.0009877044,0.001637626,0.001343118,0.000913488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004366937,"about_ca_system_score_gemma":0.0007807007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009686503,"about_ca_topic_score_gemma":0.001632062,"domain_scores_codex":[0.99937,0.0001640914,0.00008082438,0.00007511499,0.0001188317,0.0001912654],"domain_scores_gemma":[0.9992592,0.000143669,0.000080087,0.0000393852,0.00009176933,0.0003860338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.005289924,0.0122188,0.1861309,0.002288692,0.0005184656,0.08546296,0.03466325,0.002135894,0.02163429,0.001054197,0.03620012,0.6124026],"study_design_scores_gemma":[0.001853799,0.04191811,0.4343862,0.002460736,0.0007423155,0.2763777,0.03284235,0.003280519,0.02160259,0.001824528,0.1821516,0.0005594263],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9732656,0.01177542,0.004789906,0.002114606,0.0002389293,0.0002444438,0.0002497481,0.0000832024,0.007238118],"genre_scores_gemma":[0.9748345,0.01411103,0.003784886,0.002094933,0.0003164212,0.0001926821,0.0005570748,0.00006875004,0.004039649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002611734,"threshold_uncertainty_score":0.008737087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01808123082443788,"score_gpt":0.2901573250206332,"score_spread":0.2720760941961954,"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."}}