{"id":"W4417039919","doi":"10.31038/idt.2025624","title":"Draft on Hygiene and Infection Prevention in Outpatient Care for the Second Quarter of the 21st Century – An Europe- and German-centred Perception","year":2025,"lang":"","type":"article","venue":"","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Hygiene; Infection control; Perception; Outpatient clinic; Ambulatory care","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":[0.0003998204,0.0002583014,0.0003545965,0.0002490169,0.0003951336,0.0000539625,0.0000734475,0.0002306687,0.0002546203],"category_scores_gemma":[0.0001911162,0.0001647479,0.0001136968,0.0003581993,0.0001535546,0.0001944465,0.00006653366,0.0004063738,0.000002377445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002836958,"about_ca_system_score_gemma":0.0001776893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005917894,"about_ca_topic_score_gemma":0.006752898,"domain_scores_codex":[0.9977286,0.0005701962,0.0006934509,0.0004771637,0.0002222907,0.0003082617],"domain_scores_gemma":[0.9982888,0.0002966401,0.0002513216,0.0004842576,0.000599714,0.00007923122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003044952,0.001692489,0.3188604,0.009379033,0.0002881869,0.000001957979,0.07568809,0.0001827814,0.005774201,0.009110014,0.0005158224,0.5754621],"study_design_scores_gemma":[0.005603979,0.002651205,0.946916,0.001107026,0.0002865342,0.000008110974,0.02430387,0.006561809,0.0004648461,0.00007959296,0.01185411,0.0001628582],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848878,0.002467505,0.0001574939,0.002439475,0.002290357,0.004959627,0.00004162758,0.00002436231,0.00273176],"genre_scores_gemma":[0.9962776,0.00145815,0.00001577343,0.0008075075,0.0001571207,0.0001406758,0.00002935978,0.00002086804,0.001092934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6280557,"threshold_uncertainty_score":0.6718224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01671460692912374,"score_gpt":0.3074469167292103,"score_spread":0.2907323098000865,"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."}}