{"id":"W4378234222","doi":"10.1093/europace/euad122.721","title":"Logistics of safe and stress-free epicardial access in the electrophysiology lab: creative percutaneous subxiphoid pericardiostomy","year":2023,"lang":"en","type":"article","venue":"EP Europace","topic":"Pericarditis and Cardiac Tamponade","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; Toronto General Hospital; Health Sciences Centre; University Health Network","funders":"","keywords":"Medicine; Coronary arteries; Ventricle; Surgery; Anesthesia; Cardiology; Artery","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":[0.0002572077,0.0001845631,0.0005836638,0.0001168308,0.00006865659,0.00002528791,0.0002898115,0.00007843143,0.00003253866],"category_scores_gemma":[0.0007559415,0.000132524,0.0001663286,0.0006277815,0.0003282864,0.00004559859,0.000228747,0.0003266045,0.00002148086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003784434,"about_ca_system_score_gemma":0.00008235905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000101344,"about_ca_topic_score_gemma":0.000007812009,"domain_scores_codex":[0.9983473,0.0003998351,0.0002326129,0.0003312755,0.0003270073,0.0003619686],"domain_scores_gemma":[0.9988006,0.0003950736,0.00007883344,0.0005503182,0.00009120461,0.00008400469],"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":[0.004921681,0.001013083,0.2772193,0.001245911,0.001934416,0.03242229,0.01573463,0.002854135,0.5202184,0.00769621,0.1048212,0.0299188],"study_design_scores_gemma":[0.001403599,0.0009880787,0.957006,0.0000672399,0.000255876,0.001545342,0.001589344,0.000144285,0.001769696,0.0003930845,0.03454128,0.0002962168],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.968774,0.001012103,0.0001057756,0.001536122,0.0001492181,0.0003819056,0.0002607374,0.00006220327,0.027718],"genre_scores_gemma":[0.9965,0.002306977,0.00008977934,0.0003620349,0.0002833948,0.00001943858,0.00005701131,0.00002790371,0.0003535092],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6797866,"threshold_uncertainty_score":0.5404171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0190235966575154,"score_gpt":0.2971653927315199,"score_spread":0.2781417960740045,"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."}}