{"id":"W2461972794","doi":"10.7748/nm.23.4.15.s22","title":"Action on antibiotics","year":2016,"lang":"en","type":"article","venue":"Nursing Management","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Canadian Navy","funders":"","keywords":"Antibiotics; Action (physics); Intensive care medicine; Medicine; Microbiology; Biology; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005680657,0.00007715058,0.0000746072,0.00006124857,0.0001028434,0.000005893028,0.0000818702,0.00006644148,0.0001878674],"category_scores_gemma":[0.000003841274,0.00004772381,0.00003294991,0.00005010282,0.00010044,0.00002965611,0.00001154176,0.00004588091,0.001771497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006143799,"about_ca_system_score_gemma":0.000003033764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001242121,"about_ca_topic_score_gemma":8.679184e-7,"domain_scores_codex":[0.9994988,0.00002982927,0.00008655578,0.000171906,0.00002587021,0.0001870231],"domain_scores_gemma":[0.999736,0.00002001492,0.00003518401,0.0001907129,0.00000970781,0.000008404215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002122266,0.0004300244,0.0006508161,0.00004273039,0.0001890389,0.00001610155,0.0000833532,0.000002231012,0.1627069,0.07194941,0.0763979,0.6873192],"study_design_scores_gemma":[0.002890513,0.0004467377,0.07428697,0.002585029,0.0001642384,0.00001845684,0.0005664006,0.000001611882,0.5043713,0.003039461,0.4111675,0.0004617945],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.508693,0.0008178129,0.02600658,0.009550212,0.007937132,0.0005473131,0.00001111553,0.0004514254,0.4459854],"genre_scores_gemma":[0.9595438,0.0001772356,0.000140547,0.0001468224,0.00002815131,1.557737e-7,0.00000335751,0.000008103758,0.03995183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6868575,"threshold_uncertainty_score":0.9990057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02279736284982785,"score_gpt":0.2787340586994721,"score_spread":0.2559366958496442,"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."}}