{"id":"W7135964144","doi":"","title":"A trilogy of studies: Diagnostic accuracy & use of SeHCAT test in England","year":2013,"lang":"en","type":"article","venue":"Research Portal (King's College London)","topic":"Adrenal Hormones and Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Population and Public Health","funders":"","keywords":"Diagnostic accuracy; Trilogy; Test (biology); Diagnostic test; Accuracy and precision","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0009044797,0.0002100771,0.0008040628,0.0006742639,0.00007638267,0.00001560601,0.0002008788,0.0001477605,0.0004200581],"category_scores_gemma":[0.02948915,0.0001690115,0.0001402647,0.001340086,0.0005287359,0.0002815744,0.0002371145,0.0005151005,0.00006647265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006584467,"about_ca_system_score_gemma":0.0004059417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003428777,"about_ca_topic_score_gemma":0.002822038,"domain_scores_codex":[0.9970251,0.0001942717,0.0008066637,0.000380081,0.0009059331,0.0006879944],"domain_scores_gemma":[0.9862933,0.0116731,0.0002022735,0.000544152,0.00102652,0.0002606775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001136241,0.002669364,0.9503169,0.001801502,0.0003749449,0.001111226,0.002845929,0.0000363955,0.006124399,0.001482492,0.02660314,0.005497489],"study_design_scores_gemma":[0.02040557,0.005376284,0.9052057,0.002969068,0.0001740304,0.000355562,0.009303536,0.0005905349,0.002984419,0.003126676,0.04875112,0.0007575006],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915143,0.004156394,0.000008377287,0.001027878,0.000057589,0.001808918,0.0000624344,0.00001997438,0.001344185],"genre_scores_gemma":[0.9946763,0.003011863,0.0002772295,0.0000804533,0.00008010616,0.0002032024,0.00003395922,0.00003435251,0.001602547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04511118,"threshold_uncertainty_score":0.9786859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1077321614466696,"score_gpt":0.3966159169610113,"score_spread":0.2888837555143417,"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."}}