{"id":"W4383878542","doi":"10.4244/eij-e-23-00018","title":"Posterior pericardiotomy: “omnia cum tempore” (everything in its time)","year":2023,"lang":"en","type":"article","venue":"EuroIntervention","topic":"Pericarditis and Cardiac Tamponade","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008066653,0.0002691147,0.0006291939,0.0004101939,0.0000891403,0.00007983149,0.0001411768,0.0001189697,0.0007119229],"category_scores_gemma":[0.0002703389,0.0002707886,0.0008526502,0.0007843869,0.00004725434,0.0002396769,0.0001808153,0.0003617049,0.005751974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001879245,"about_ca_system_score_gemma":0.0000627655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005341481,"about_ca_topic_score_gemma":0.00001218776,"domain_scores_codex":[0.9976055,0.0002549209,0.0005986621,0.0005403653,0.0005004614,0.000500096],"domain_scores_gemma":[0.9990107,0.00005111765,0.0001482811,0.0005045318,0.00009883719,0.0001864804],"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":[0.0008212329,0.0007744881,0.2486993,0.001418475,0.0007172422,0.002406109,0.002861085,0.0001430121,0.4894445,0.0001104765,0.2223379,0.03026615],"study_design_scores_gemma":[0.001690171,0.0002189122,0.7708471,0.00090198,0.0001077021,0.0005511758,0.0001301416,0.0001934583,0.0006348176,0.00003593504,0.2243312,0.000357342],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865655,0.0006107051,0.0002032232,0.001326162,0.0006016042,0.0005168929,0.00005332512,0.0004397491,0.009682848],"genre_scores_gemma":[0.968948,0.00007836053,0.000247454,0.0002783745,0.0004014761,0.00002527982,0.000400712,0.00007986762,0.02954049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5221478,"threshold_uncertainty_score":0.9999744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0397675303411418,"score_gpt":0.3228620990697481,"score_spread":0.2830945687286063,"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."}}