{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001117617,0.0001880008,0.0007265087,0.000462123,0.0001953697,0.0004236773,0.0002910213,0.0002999636,0.0007394757],"category_scores_gemma":[0.003687473,0.00004855596,0.0004871185,0.0002844903,0.0002520117,0.0002702214,0.0002259543,0.0003565598,0.00009816631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002573161,"about_ca_system_score_gemma":0.0003118175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002612431,"about_ca_topic_score_gemma":0.0005320322,"domain_scores_codex":[0.9991568,0.0003454292,0.0001389983,0.0001040722,0.0002018121,0.00005284019],"domain_scores_gemma":[0.9972978,0.001006389,0.001175241,0.00007431231,0.0001108857,0.000335339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0186026,0.001441398,0.6114725,0.001646751,0.002087247,0.0007072962,0.000159014,0.0006334149,0.004946144,0.0004545043,0.001385561,0.3564636],"study_design_scores_gemma":[0.001444736,0.01890101,0.968246,0.0007836196,0.00121511,0.002637971,0.0001734242,0.001018499,0.001101919,0.0003794011,0.004072614,0.00002576271],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9517149,0.04371027,0.0004517925,0.0006777543,0.0001588599,0.00005191654,0.000268503,0.0000237009,0.002942271],"genre_scores_gemma":[0.9939653,0.004748801,0.0003255042,0.0002897111,0.000265073,0.00002372654,0.0002598125,0.000002518429,0.0001195936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001117617,"threshold_uncertainty_score":0.005910575,"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."}}