{"id":"W4384399078","doi":"10.3310/wdfr7331","title":"The early use of Antibiotics for At-risk children with InfluEnza in Primary Care (the ARCHIE programme)","year":2023,"lang":"en","type":"article","venue":"Programme Grants for Applied Research","topic":"Respiratory viral infections research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Programme Grants for Applied Research; Department of Health and Social Care; National Institute for Health and Care Research","keywords":"Medicine; Psychological intervention; Family medicine; Intervention (counseling); Clinical trial; Pediatrics; Nursing; Internal medicine","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.004676649,0.0002792405,0.000465888,0.0006754433,0.001330347,0.0002559252,0.0005792827,0.0001935307,0.000002250972],"category_scores_gemma":[0.0009181481,0.0001543668,0.0002031504,0.003087744,0.001685823,0.00009284756,0.0003936706,0.001107373,0.00003414207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003562774,"about_ca_system_score_gemma":0.000571871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000662158,"about_ca_topic_score_gemma":0.0009937225,"domain_scores_codex":[0.9949058,0.0002626464,0.0006244472,0.0006481252,0.001501499,0.002057477],"domain_scores_gemma":[0.9954187,0.002098461,0.0001498522,0.001067818,0.0009874739,0.0002776858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005845428,0.0003719104,0.5370275,0.000766941,0.000320262,0.000005793449,0.0009664467,0.00004745192,0.002189018,0.0009694454,0.0004344207,0.4510554],"study_design_scores_gemma":[0.01092002,0.005710877,0.8953097,0.0002317132,0.0001399703,0.00001696187,0.001344923,0.0004265727,0.01490602,0.000852852,0.06974354,0.0003968036],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9790493,0.0002738433,0.0001273718,0.0003169827,0.00003152982,0.01970779,0.0001370033,0.0001369346,0.0002192169],"genre_scores_gemma":[0.9946994,0.0001876136,0.001919429,0.0000418551,0.0001340266,0.002277381,0.0002339702,0.0001388671,0.0003674706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4506586,"threshold_uncertainty_score":0.9999698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1545722753557932,"score_gpt":0.3993644862425055,"score_spread":0.2447922108867124,"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."}}