{"id":"W2554251687","doi":"10.1515/auto-2016-0066","title":"Ein softwarebasierter Patientensimulator zur Evaluierung medizinischer Entscheidungssysteme","year":2016,"lang":"de","type":"article","venue":"at - Automatisierungstechnik","topic":"Healthcare Operations and Scheduling Optimization","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Gynecology; Medicine; Physics","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":[0.00325127,0.001182666,0.0007659321,0.001106768,0.0003639395,0.001417372,0.000791905,0.0007659661,0.004373889],"category_scores_gemma":[0.00824121,0.0004506559,0.0006847105,0.0007421401,0.0003368405,0.0007769846,0.0008354361,0.0008979778,0.0007034853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007469071,"about_ca_system_score_gemma":0.001749681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002422753,"about_ca_topic_score_gemma":0.00135958,"domain_scores_codex":[0.9981724,0.001000353,0.0001394176,0.0001919537,0.0004219654,0.00007391072],"domain_scores_gemma":[0.9945667,0.003377431,0.0003539814,0.0004603037,0.001036405,0.0002052579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001465553,0.000469988,0.007667495,0.0003808552,0.0001625951,0.0001055309,0.0002472158,0.8037636,0.01618993,0.003741374,0.002619179,0.1631867],"study_design_scores_gemma":[0.0000738346,0.000254072,0.0007918989,0.00002867232,0.00003843772,0.00003420394,0.00003145515,0.9851372,0.01010991,0.00154539,0.001931967,0.00002291437],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1665694,0.0004028293,0.8199167,0.0003907189,0.0001697389,0.0005140229,0.0008162711,0.007580264,0.003640031],"genre_scores_gemma":[0.6303849,0.0002293126,0.3658522,0.0001027189,0.0000247242,0.000697764,0.0006685313,0.0003530821,0.001686768],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004373889,"threshold_uncertainty_score":0.01719457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04016752602708593,"score_gpt":0.3586103014350296,"score_spread":0.3184427754079436,"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."}}