{"id":"W4213072400","doi":"10.1136/postgradmedj-2021-141416","title":"Appropriate use of transthoracic echocardiography in the investigation of general medicine patients presenting with syncope or presyncope","year":2022,"lang":"en","type":"article","venue":"Postgraduate Medical Journal","topic":"Cardiovascular Syncope and Autonomic Disorders","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Presyncope; Medicine; Odds ratio; Internal medicine; Syncope (phonology); Abnormality; Cardiology; Retrospective cohort study; Heart rate; Blood pressure","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002415547,0.0001879607,0.0006697293,0.0004197431,0.0001344038,0.00001755699,0.0003309874,0.00005919218,0.0001814256],"category_scores_gemma":[0.0004280799,0.0001013774,0.0003141928,0.001005023,0.0004145532,0.000158171,0.00007331876,0.0008137446,5.015788e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004780246,"about_ca_system_score_gemma":0.0004386348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003353862,"about_ca_topic_score_gemma":0.00002326157,"domain_scores_codex":[0.995571,0.0007895227,0.0008860449,0.000231913,0.002223269,0.0002982112],"domain_scores_gemma":[0.9987577,0.0001865343,0.0003234512,0.0003259743,0.0001963493,0.0002100476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004371876,0.001203128,0.8489208,0.0005669584,0.002154337,0.001204241,0.01059811,0.002674698,0.0007262839,0.00009938642,0.003370974,0.1241093],"study_design_scores_gemma":[0.01823413,0.004681914,0.9571765,0.00109619,0.001466865,0.002702388,0.002918406,0.003630834,0.0008210278,0.0004345503,0.006388373,0.0004488437],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946736,0.0004162256,0.0004723331,0.003306396,0.0001927187,0.0006188937,0.00001220093,0.00001096214,0.0002967132],"genre_scores_gemma":[0.9981536,0.0003765757,0.0005905338,0.00060095,0.0001317119,0.00003177467,0.00004459067,0.00002728322,0.00004295301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1236604,"threshold_uncertainty_score":0.4134052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02943136076061392,"score_gpt":0.2637179306863788,"score_spread":0.2342865699257649,"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."}}