{"id":"W2391503482","doi":"","title":"THE EFFECT OF PROSPECTIVE INTERVENTION ON THE APPLICATION OF ANTIBIOTICS DURING PERI- OPERATION PERIOD OF TYPE I INCISION IN DEPARTMENT OF ORTHOPEDICS","year":2014,"lang":"en","type":"article","venue":"Modern hospital","topic":"Orthopedic Infections and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Orthopedic surgery; Antibiotics; Intervention (counseling); Prospective cohort study; Quarter (Canadian coin); Antimicrobial; Perioperative; Surgery; Nursing","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":[0.0007564264,0.0002985422,0.000309533,0.0003564877,0.0003314906,0.0003481621,0.0002633739,0.0002875833,0.001996437],"category_scores_gemma":[0.004275461,0.0001376202,0.0005094257,0.0002542562,0.000271768,0.0003689034,0.0004082373,0.0004973428,0.0001735686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002731236,"about_ca_system_score_gemma":0.001087426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005485946,"about_ca_topic_score_gemma":0.001282123,"domain_scores_codex":[0.9991035,0.0002698304,0.0001471945,0.0001240027,0.0001631656,0.0001922719],"domain_scores_gemma":[0.997623,0.0005163641,0.0008825099,0.0001196727,0.0002437383,0.0006146706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.02340493,0.01617337,0.6378266,0.002370458,0.0003659191,0.000990456,0.001651776,0.0005042031,0.01260071,0.0003497416,0.001636487,0.3021254],"study_design_scores_gemma":[0.0005934421,0.03312005,0.9531265,0.0002934162,0.0003838488,0.0007936704,0.001723089,0.000581533,0.006182081,0.0002397371,0.002918077,0.00004462448],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965726,0.001680271,0.0003748049,0.0001882026,0.0000825082,0.0001403489,0.00006919045,0.00001570309,0.0008763571],"genre_scores_gemma":[0.9980881,0.0006582146,0.0006428892,0.00009306245,0.00005038137,0.00008133316,0.00007244014,0.0000024492,0.0003112786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001996437,"threshold_uncertainty_score":0.0066787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0035314579888311,"score_gpt":0.2528962986809034,"score_spread":0.2493648406920723,"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."}}