{"id":"W4403853418","doi":"10.1016/j.hrthm.2024.08.057","title":"Top Stories: Syncope","year":2024,"lang":"en","type":"article","venue":"Heart Rhythm","topic":"Cardiovascular Syncope and Autonomic Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Syncope (phonology); Cardiology; Internal 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001017283,0.0008264171,0.0004845141,0.001315633,0.003011663,0.005644089,0.0006092875,0.005288599,0.09680677],"category_scores_gemma":[0.01145186,0.0003037314,0.0004806668,0.0008926837,0.001845405,0.005398007,0.00401926,0.006329816,0.02727845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001033018,"about_ca_system_score_gemma":0.001069256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001471243,"about_ca_topic_score_gemma":0.0040496,"domain_scores_codex":[0.9988336,0.000464364,0.00005650404,0.00009432364,0.0003493167,0.000201787],"domain_scores_gemma":[0.9956307,0.001757813,0.0003516334,0.0001824791,0.0006566244,0.001420766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002069638,0.00001313784,0.0007429617,0.0001009346,0.000007951386,0.000751221,0.0009093317,0.00001570682,0.00007038101,0.003233671,0.9616296,0.03250455],"study_design_scores_gemma":[0.00001140206,0.00002208291,0.001463571,0.000435132,0.00001116387,0.003493875,0.003215448,0.0000352407,0.00005200197,0.004817905,0.9864309,0.00001127052],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.005580114,0.05092989,0.0009486361,0.5492844,0.07757498,0.00003043183,0.001191249,0.0004860413,0.3139742],"genre_scores_gemma":[0.1054643,0.06495319,0.0008870999,0.3086121,0.1638796,0.00006662691,0.001415456,0.0005946411,0.354127],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.09680677,"threshold_uncertainty_score":0.3238509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01195210507800428,"score_gpt":0.2755516719095929,"score_spread":0.2635995668315886,"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."}}