{"id":"W2267699653","doi":"10.1371/journal.pone.0148931","title":"Intra-Aortic Balloon Pump Counterpulsation during Primary Percutaneous Coronary Intervention for ST-Elevation Myocardial Infarction and Cardiogenic Shock: Insights from the British Columbia Cardiac Registry","year":2016,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kelowna General Hospital; Royal Columbian Hospital; St. Paul's Hospital; Vancouver General Hospital; Provincial Health Services Authority; Victoria Heart Institute Foundation; Royal Jubilee Hospital","funders":"","keywords":"Cardiogenic shock; Medicine; Percutaneous coronary intervention; Myocardial infarction; Internal medicine; Cardiology; Intra-aortic balloon pump; Propensity score matching; Confounding; Mortality rate; Intra-Aortic Balloon Pumping","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":[],"consensus_categories":[],"category_scores_codex":[0.000181489,0.000161251,0.0003507553,0.00002783754,0.0002585936,0.0002933635,0.0001392725,0.0001811246,0.00006754864],"category_scores_gemma":[0.0001171355,0.000179662,0.0001544012,0.00008639092,0.00004369539,0.0004205343,0.00004963687,0.0001607197,0.000008931541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003671279,"about_ca_system_score_gemma":0.00002361165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006587459,"about_ca_topic_score_gemma":0.001802157,"domain_scores_codex":[0.9984431,0.0000948251,0.0004554006,0.000367937,0.0004014438,0.0002372397],"domain_scores_gemma":[0.9991556,0.0001922263,0.0001070769,0.0003374931,0.0001175485,0.000090004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001867317,0.0002166934,0.2463537,0.00109683,0.003407937,0.00003825899,0.0003856661,0.00008364647,0.7205769,0.00001993596,0.0008349973,0.02679868],"study_design_scores_gemma":[0.00139877,0.0001489088,0.9865166,0.001251688,0.001116276,0.00006988023,0.0001361166,0.003379409,0.003698633,0.001186601,0.0005252468,0.0005718602],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958238,0.00123379,0.0009803524,0.00005914138,0.0003948294,0.0009182115,0.0003123221,0.0002292654,0.00004828132],"genre_scores_gemma":[0.998363,0.0003560209,0.0001088944,0.00004943972,0.0004615108,0.000180499,0.0003169624,0.00005894305,0.0001047346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7401628,"threshold_uncertainty_score":0.7326404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01130476278164393,"score_gpt":0.1811218986038485,"score_spread":0.1698171358222045,"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."}}