{"id":"W2732028664","doi":"10.1016/j.ahj.2017.07.002","title":"Rationale and design of the ICON-RELOADED study: International Collaborative of N-terminal pro–B-type Natriuretic Peptide Re-evaluation of Acute Diagnostic Cut-Offs in the Emergency Department","year":2017,"lang":"en","type":"article","venue":"American Heart Journal","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Jewish General Hospital","funders":"","keywords":"Medicine; Natriuretic peptide; Emergency department; Heart failure; Prospective cohort study; Internal medicine; Emergency medicine; Intensive care 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":[0.1067436,0.006810085,0.008739699,0.003167478,0.00373263,0.005817635,0.004850517,0.006904051,0.01233229],"category_scores_gemma":[0.07205856,0.006191925,0.005337711,0.002367805,0.008303483,0.003185778,0.002741024,0.006696196,0.00481186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0030347,"about_ca_system_score_gemma":0.01237197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00173487,"about_ca_topic_score_gemma":0.002931918,"domain_scores_codex":[0.9348132,0.04221112,0.007973747,0.007038092,0.005559328,0.002404497],"domain_scores_gemma":[0.9772389,0.007846872,0.00415779,0.004142019,0.003548734,0.003065709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.581273,0.02886337,0.08545496,0.02767411,0.013846,0.00296218,0.005614366,0.006952707,0.008834218,0.09050398,0.03422742,0.1137938],"study_design_scores_gemma":[0.6107311,0.08176421,0.07548386,0.01471081,0.009051025,0.001907114,0.002305896,0.01252831,0.004932616,0.04698025,0.13832,0.001284883],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.04154208,0.006871833,0.02575155,0.004979915,0.004629543,0.9038693,0.006628368,0.000158148,0.005569256],"genre_scores_gemma":[0.09291082,0.001425834,0.04280905,0.005635182,0.002151312,0.8510683,0.002476537,0.00006456143,0.001458372],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1067436,"threshold_uncertainty_score":0.5645208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06241953015709454,"score_gpt":0.3809342798149856,"score_spread":0.318514749657891,"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."}}