{"id":"W2588322973","doi":"10.1093/aje/163.suppl_11.s23-c","title":"Impact of Observer Variation on Post-Test Probability, Results from a Simulation Study","year":2006,"lang":"en","type":"article","venue":"American Journal of Epidemiology","topic":"Scientific Measurement and Uncertainty Evaluation","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Variation (astronomy); Observer (physics); Statistics; Test (biology); Medicine; Mathematics; Geology; Physics; Paleontology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.05076563,0.0007828559,0.001487312,0.0006753522,0.0005535426,0.001378723,0.001436118,0.00171833,0.00203083],"category_scores_gemma":[0.2330238,0.0004864643,0.002764016,0.0009226319,0.0008398264,0.001296458,0.00101625,0.001830192,0.0002556544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001560038,"about_ca_system_score_gemma":0.001716801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01059667,"about_ca_topic_score_gemma":0.005811581,"domain_scores_codex":[0.9673459,0.02717736,0.001622907,0.001230009,0.00206903,0.0005548109],"domain_scores_gemma":[0.4036733,0.5610805,0.01262323,0.01177998,0.009717654,0.001125369],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.02946861,0.003852484,0.1198487,0.001242195,0.004734112,0.0008240339,0.001062383,0.7712718,0.002432519,0.005022924,0.004081183,0.05615902],"study_design_scores_gemma":[0.002597495,0.008164083,0.0444742,0.0002268031,0.004148824,0.0006555615,0.0004881623,0.9226586,0.00676263,0.00769408,0.001887372,0.0002422332],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9354396,0.002183278,0.05667343,0.001347942,0.000143284,0.0004786954,0.001286684,0.0002139823,0.002233071],"genre_scores_gemma":[0.9915473,0.0002342994,0.007238012,0.0001120699,0.00002282888,0.0001411284,0.0003808388,0.00003130532,0.0002923092],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9492344,"threshold_uncertainty_score":0.2684774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3487510092696632,"score_gpt":0.487892054943907,"score_spread":0.1391410456742438,"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."}}