{"id":"W2996735042","doi":"10.1016/j.jval.2019.09.742","title":"PCV17 HEALTHCARE UTILIZATION PRIOR TO AN INITIAL DIAGNOSIS OF PAROXYSMAL SUPRVENTRICULAR TACHYCARDIA IN A LARGE HEALTHCARE SYSTEM","year":2019,"lang":"en","type":"article","venue":"Value in Health","topic":"Cardiac Arrhythmias and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vertex Pharmaceuticals (Canada)","funders":"","keywords":"Medicine; Medical diagnosis; Emergency department; Paroxysmal supraventricular tachycardia; Pediatrics; Demographics; Health care; Ventricular tachycardia; Tachycardia; Internal medicine; Emergency medicine; Cardiology; Demography; Radiology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003829656,0.0002282193,0.0004141268,0.001141619,0.001184233,0.001650271,0.0006310434,0.000702315,0.004840248],"category_scores_gemma":[0.003844106,0.0003981677,0.0005905919,0.001808261,0.0005106866,0.001053616,0.00125514,0.001662903,0.0003632951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001553289,"about_ca_system_score_gemma":0.002958824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06157756,"about_ca_topic_score_gemma":0.08312204,"domain_scores_codex":[0.9986964,0.0002201735,0.0001499434,0.000239038,0.0001625808,0.0005319067],"domain_scores_gemma":[0.9952489,0.0008493732,0.001899541,0.0001468666,0.0003723123,0.001483033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005174107,0.0000603969,0.9958983,0.00001640754,0.00004531792,0.0005100128,0.000124756,0.00006734768,0.00009856717,0.000082336,0.001105872,0.001938881],"study_design_scores_gemma":[0.000007590481,0.00006805469,0.9969318,0.00005398787,0.00002131635,0.000759587,0.001264429,0.0003345608,0.00004803613,0.0001070615,0.0003935469,0.00001020832],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924695,0.0007745611,0.0001654244,0.001708505,0.00005789166,0.00002768622,0.00174904,0.0000144593,0.003032973],"genre_scores_gemma":[0.9982334,0.0002676521,0.00007983923,0.0003415348,0.00006998896,0.00001108511,0.0007380085,0.00000533488,0.0002530978],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06157756,"threshold_uncertainty_score":0.1224383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05408101590404009,"score_gpt":0.3605485894862076,"score_spread":0.3064675735821675,"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."}}