{"id":"W3173247446","doi":"10.1111/jce.15150","title":"Effectiveness of medical therapy for treatment of idiopathic frequent premature ventricular complexes","year":2021,"lang":"en","type":"article","venue":"Journal of Cardiovascular Electrophysiology","topic":"Cardiac Arrhythmias and Treatments","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Innovation Council; University of British Columbia","funders":"Michael Smith Health Research BC","keywords":"Medicine; Discontinuation; Internal medicine; Adverse effect; Cardiology; Cohort; Pharmacotherapy","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006428703,0.0001951061,0.002127839,0.0001137319,0.00003111474,0.000003387683,0.00008278978,0.000214901,0.00001478719],"category_scores_gemma":[0.000152133,0.0001293743,0.003540513,0.0002002124,0.00009001727,0.00002960856,0.00001681364,0.0001214838,4.696919e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001579647,"about_ca_system_score_gemma":0.0006428666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001800585,"about_ca_topic_score_gemma":3.069353e-7,"domain_scores_codex":[0.9977078,0.0005677642,0.0005562838,0.0002089211,0.0007249047,0.0002343089],"domain_scores_gemma":[0.9981621,0.0001947194,0.0003099939,0.0003930644,0.0008155024,0.0001246285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01146698,0.003981327,0.001804849,0.002056559,0.09013391,0.008464106,0.0001979135,0.001438685,0.8283947,0.0009972316,0.00006201837,0.05100175],"study_design_scores_gemma":[0.02075158,0.01384323,0.05207882,0.0007346396,0.003912566,0.008464835,0.00003217308,0.00003322448,0.8946617,0.0009675046,0.004354564,0.000165217],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8350199,0.1626124,0.001613215,0.0000817511,0.0002224292,0.0004224802,0.00001155732,0.000004099449,0.0000121524],"genre_scores_gemma":[0.9815177,0.01763866,0.0003690148,0.00001587359,0.0003784735,0.00002606418,0.00002814116,0.00002292491,0.0000031304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1464978,"threshold_uncertainty_score":0.5275729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01202853501254155,"score_gpt":0.282971828401807,"score_spread":0.2709432933892655,"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."}}