{"id":"W4379382757","doi":"10.21203/rs.3.rs-3018689/v1","title":"Performance of FAINT score for predicting poor clinical outcome in elderly patients presenting with syncope","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Cardiovascular Syncope and Autonomic Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Syncope (phonology); Outcome (game theory); Medicine; Internal medicine; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001392639,0.0004490489,0.000483277,0.001221645,0.000221639,0.0005646397,0.0002326181,0.0004909509,0.001146635],"category_scores_gemma":[0.005851289,0.0001387228,0.0003529763,0.000325308,0.000234051,0.0004782925,0.0003703271,0.0002758921,0.0002700862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001672387,"about_ca_system_score_gemma":0.0002104221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001160081,"about_ca_topic_score_gemma":0.001800057,"domain_scores_codex":[0.9995463,0.0001602077,0.00007776979,0.00006469243,0.00009528972,0.00005560893],"domain_scores_gemma":[0.99706,0.0009180796,0.001062192,0.0001058536,0.0003924928,0.0004613617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001008008,0.00001495371,0.9986872,0.00000637219,0.00001722659,0.00002731076,0.00001421134,0.00004672193,0.00008246286,0.000006313003,0.00003211497,0.0009643253],"study_design_scores_gemma":[0.00001069416,0.0002721366,0.9983967,0.000008462778,0.00002807812,0.0002077149,0.00008595052,0.0007764694,0.00009842892,0.00003625026,0.00007413384,0.000005002901],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990093,0.0002160227,0.0001397944,0.00003938192,0.00001331155,0.000008482139,0.0001345722,0.000004978457,0.0004341213],"genre_scores_gemma":[0.9996021,0.00004221096,0.0001200754,0.000009963579,0.00001767617,0.000003565072,0.0001393448,5.567444e-7,0.00006452734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001392639,"threshold_uncertainty_score":0.007365048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1347072034815871,"score_gpt":0.4266086940131766,"score_spread":0.2919014905315895,"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."}}