{"id":"W6944622750","doi":"10.18154/rwth-2022-03981","title":"A Comparison of Hospital Area Measurement in Germany, Canada, Australia, and the United States : Part 1","year":2022,"lang":"en","type":"article","venue":"RWTH Publications (RWTH Aachen)","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Data collection; Measure (data warehouse); MEDLINE; Work (physics); Population","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":[0.001305311,0.0003321581,0.0004992965,0.003224657,0.0006264948,0.001177368,0.0008185597,0.0004273368,0.001325122],"category_scores_gemma":[0.004926712,0.000221537,0.0007693978,0.008635474,0.0003483979,0.0006751875,0.0009946546,0.0004033489,0.0002458073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006972335,"about_ca_system_score_gemma":0.005964228,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8125534,"about_ca_topic_score_gemma":0.8529724,"domain_scores_codex":[0.9982781,0.0004158095,0.0001356551,0.0002249324,0.0005721521,0.0003732564],"domain_scores_gemma":[0.9964889,0.0005643576,0.0007194802,0.0001749833,0.001633545,0.0004188041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000263018,0.00004441385,0.9805816,0.00009462095,0.0002175401,0.00004924071,0.0005923123,0.0006074887,0.0002645896,0.0004723521,0.002239316,0.01457344],"study_design_scores_gemma":[0.000001354734,0.00001516344,0.998902,0.00001065948,0.00001548633,0.00001459013,0.0003033399,0.0001264473,0.00004525136,0.00001131621,0.0005518064,0.000002670756],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9814932,0.002405451,0.0004277042,0.000306346,0.00006171595,0.00004725288,0.009807702,0.00002729862,0.005423482],"genre_scores_gemma":[0.9935392,0.0005895999,0.0004094112,0.00008924663,0.00001506948,0.00002973913,0.004471201,0.00001203733,0.0008446015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1874466,"threshold_uncertainty_score":0.3771009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1651649330054382,"score_gpt":0.3505994389122349,"score_spread":0.1854345059067967,"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."}}