{"id":"W4311701886","doi":"10.53350/pjmhs221610748","title":"Predictors of in-Hospital Prognosis after Primary Percutaneous Coronary Intervention for Acute Myocardial Infarction Requiring Mechanical Support Devices","year":2022,"lang":"en","type":"article","venue":"","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Abbott (Canada)","funders":"","keywords":"Medicine; Intra-aortic balloon pump; Myocardial infarction; Cardiology; Conventional PCI; Internal medicine; TIMI; Percutaneous coronary intervention; Thrombolysis; Coronary artery disease; Intra-Aortic Balloon Pumping; Balloon; Percutaneous; Cardiogenic shock","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004486405,0.0002378212,0.0002198238,0.0003709486,0.0003694796,0.0004686532,0.0002733331,0.0003900344,0.002024063],"category_scores_gemma":[0.002919934,0.0001405677,0.0002861133,0.0004265034,0.0002156145,0.000272898,0.0003635057,0.0006561352,0.0002417801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001951573,"about_ca_system_score_gemma":0.0003226358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001299133,"about_ca_topic_score_gemma":0.002129108,"domain_scores_codex":[0.9996718,0.0000970824,0.00004610466,0.00005146575,0.00005054266,0.00008301538],"domain_scores_gemma":[0.9978259,0.0004135332,0.0009055835,0.00008777342,0.0001617405,0.0006054327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007377064,0.00004256694,0.9993266,0.000004040068,0.00001688211,0.00003799159,0.00001320381,0.00001585243,0.00004842165,0.000005793337,0.00003480733,0.000380196],"study_design_scores_gemma":[0.000004927052,0.00008618944,0.9995216,0.000003260455,0.00001195889,0.0001334019,0.00005725402,0.000112026,0.00002679422,0.00001215735,0.00002866732,0.000001647497],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999459,0.0001091106,0.00004268829,0.00004880412,0.000007544508,0.000004984058,0.0001038377,0.000001555843,0.0002225672],"genre_scores_gemma":[0.9996836,0.00004029387,0.00002902167,0.00001089322,0.00001573967,0.000003458134,0.0001629247,5.661294e-7,0.00005351149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002024063,"threshold_uncertainty_score":0.006771147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009843538582890804,"score_gpt":0.2743917868303237,"score_spread":0.2645482482474328,"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."}}