{"id":"W4226464563","doi":"10.1161/circep.121.010020","title":"Intramural Needle Ablation for Refractory Premature Ventricular Contractions","year":2022,"lang":"en","type":"article","venue":"Circulation Arrhythmia and Electrophysiology","topic":"Cardiac Arrhythmias and Treatments","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority","funders":"","keywords":"Ablation; Medicine; Interquartile range; Radiofrequency ablation; Refractory (planetary science); Ejection fraction; Catheter; Clinical endpoint; Catheter ablation; Adverse effect; Saline; Cardiology; Surgery; Internal medicine; Heart failure; Randomized controlled trial","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":[],"consensus_categories":[],"category_scores_codex":[0.00006863601,0.0001281559,0.0002729585,0.0001109571,0.0004413437,0.00001126486,0.00001871811,0.00007925398,0.0001118483],"category_scores_gemma":[0.00003911542,0.000123604,0.0001431915,0.000163235,0.00003343923,0.00007590574,0.00002004647,0.0002110859,0.00000489986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001885724,"about_ca_system_score_gemma":0.00007365766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001219718,"about_ca_topic_score_gemma":8.111436e-7,"domain_scores_codex":[0.9991001,0.00006276598,0.000191422,0.0002810351,0.000120451,0.0002441963],"domain_scores_gemma":[0.9994934,0.00007768143,0.0001075829,0.000163465,0.00007927958,0.0000786558],"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":[0.00877113,0.001046794,0.01560894,0.0004480495,0.002573623,0.0008781835,0.001584073,0.02811274,0.7708145,0.03206691,0.007060466,0.1310346],"study_design_scores_gemma":[0.01127465,0.00367914,0.7702602,0.00003024862,0.001061231,0.006902286,0.0004020485,0.02951514,0.001815489,0.01078137,0.1635258,0.0007524065],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952748,0.0008648141,0.001405405,0.0009954197,0.0003197603,0.0008182916,0.00003433348,0.00006658416,0.0002205476],"genre_scores_gemma":[0.9976939,0.00004483671,0.0002456723,0.0003151739,0.000567971,0.0003085633,0.0006450465,0.00002069683,0.0001581391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.768999,"threshold_uncertainty_score":0.5040426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008644512214646499,"score_gpt":0.2491028929465903,"score_spread":0.2404583807319438,"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."}}