{"id":"W2551731845","doi":"10.1161/circep.113.001391","title":"Chasing Red Herrings","year":2014,"lang":"en","type":"review","venue":"Circulation Arrhythmia and Electrophysiology","topic":"ECG Monitoring and Analysis","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Frontier; Government (linguistics); Raja; Emergency department; Family medicine; Political science; Nursing; Law","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001013098,0.0003058314,0.001739617,0.0002544217,0.000129657,0.00001843555,0.00004399292,0.0003718511,0.00002247905],"category_scores_gemma":[0.0000698894,0.0002509514,0.0003873395,0.0002724012,0.00006284167,0.00002767679,0.00002398329,0.0004036112,0.00005675436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009419923,"about_ca_system_score_gemma":0.00009640073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007985249,"about_ca_topic_score_gemma":2.768305e-7,"domain_scores_codex":[0.9985372,0.0001257152,0.000430311,0.0004908039,0.0001015872,0.0003143849],"domain_scores_gemma":[0.999154,0.00007749644,0.0002654777,0.0003239653,0.00005792525,0.0001211486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001003746,0.000007385027,0.00001460887,0.004314152,0.0002224594,0.00002051414,0.00001160459,0.000004488428,0.0006924531,0.0001225871,0.00002949755,0.9945502],"study_design_scores_gemma":[0.0002425044,0.0001382156,0.0002477661,0.002839322,0.001432433,0.000582602,0.00000228172,0.0004836631,0.000005370667,0.0001639331,0.9935781,0.000283834],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001223414,0.9973232,0.0004074993,0.00009865579,0.0001589457,0.0002360077,9.24479e-7,0.00009345309,0.0004578848],"genre_scores_gemma":[0.008797182,0.9881712,0.0002058369,0.00006539751,0.002200963,0.00003198163,0.00015016,0.00005127745,0.0003260696],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9942664,"threshold_uncertainty_score":0.9999943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02626583865502736,"score_gpt":0.3280166641984387,"score_spread":0.3017508255434113,"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."}}