{"id":"W2381910559","doi":"","title":"Analysis and research of Antibacterials Rational Usage of Outpatient","year":2009,"lang":"en","type":"article","venue":"Chinese Journal of Modern Drug Application","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medical prescription; Medicine; Antibiotics; Outpatient clinic; Quarter (Canadian coin); Pharmacology; Internal medicine; Chemistry; Geography","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":[0.0006851736,0.0001906728,0.0003336933,0.002087292,0.0002204684,0.0006085618,0.0003236033,0.0002051404,0.001310538],"category_scores_gemma":[0.004327013,0.0001300431,0.0005090643,0.001571848,0.0001972644,0.0006394467,0.0001669556,0.0002030195,0.0001147428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009458065,"about_ca_system_score_gemma":0.001493249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00904248,"about_ca_topic_score_gemma":0.006690563,"domain_scores_codex":[0.9989159,0.0002506474,0.0001280932,0.0002132396,0.0003832465,0.0001089375],"domain_scores_gemma":[0.9973686,0.0008829173,0.0009636116,0.000093962,0.0006016379,0.00008925086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001703836,0.0001864619,0.9284345,0.0003084489,0.0001464803,0.0005465948,0.0005910062,0.003800675,0.002935044,0.002449136,0.001224844,0.05920632],"study_design_scores_gemma":[0.00001239692,0.0002918852,0.9564658,0.00005601416,0.0001315966,0.0009213837,0.001393874,0.03272507,0.003016549,0.002058056,0.002905328,0.00002200269],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990685,0.001062796,0.004601854,0.0004625318,0.000008521658,0.00005768339,0.0009432289,0.00002864465,0.002149615],"genre_scores_gemma":[0.9965613,0.0005022399,0.001973487,0.00002801323,0.00001226459,0.00001910489,0.0005001005,0.000003116629,0.0004003102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00904248,"threshold_uncertainty_score":0.01797968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01396053923814641,"score_gpt":0.3107165379960209,"score_spread":0.2967559987578746,"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."}}