{"id":"W2776139465","doi":"","title":"Samenvatting van de NHG-standaard 'Acuut hoesten'","year":2012,"lang":"nl","type":"article","venue":"Data Archiving and Networked Services (DANS)","topic":"Otolaryngology and Infectious Diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Medicine; Croup; Doxycycline; Pneumonia; Pediatrics; Antibiotics; Amoxicillin; Bronchitis; Intensive care medicine; Internal medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001641012,0.0005755213,0.0007295714,0.0001557707,0.0008614403,0.0001444722,0.0008754322,0.0002699235,0.0004298787],"category_scores_gemma":[0.0001253273,0.0005172387,0.0001158069,0.0003075562,0.0003284816,0.0009577113,0.001221491,0.0008335652,0.000503453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008009583,"about_ca_system_score_gemma":0.0001465859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006700039,"about_ca_topic_score_gemma":0.0002903311,"domain_scores_codex":[0.9959878,0.0006165422,0.00059653,0.0008276096,0.0003168551,0.001654716],"domain_scores_gemma":[0.9962819,0.0007910076,0.0002981698,0.00158168,0.00005638785,0.0009908548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000287767,0.0004562746,0.9772627,0.00160868,0.0005643546,0.00005638964,0.003977901,0.00006374998,0.000604965,0.0001884935,0.006085902,0.008842811],"study_design_scores_gemma":[0.002035665,0.0004092634,0.8782007,0.003156216,0.001965546,0.0004930928,0.003883211,0.04490416,0.00007669215,0.000346412,0.0636357,0.0008934037],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9620662,0.01965139,0.001123171,0.0003587356,0.00104816,0.0004590634,0.0009438755,0.0002413975,0.01410803],"genre_scores_gemma":[0.984421,0.004762741,0.0006422679,0.002860042,0.003614136,0.00001916879,0.002306161,0.00009223293,0.001282223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09906207,"threshold_uncertainty_score":0.9997279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02064602464375857,"score_gpt":0.2837181482038255,"score_spread":0.2630721235600669,"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."}}