{"id":"W191702803","doi":"10.1155/2010/930865","title":"Population‐Level Interventions to Reduce the Development and Transmission of Community‐Associated Antimicrobial Resistance: A Perspective from the National Collaborating Centre for Infectious Diseases","year":2010,"lang":"en","type":"article","venue":"Canadian Journal of Infectious Diseases and Medical Microbiology","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"International Centre for Infectious Diseases","funders":"","keywords":"Perspective (graphical); Psychological intervention; Transmission (telecommunications); Antibiotic resistance; Population; Antimicrobial; Medicine; Intensive care medicine; Environmental health; Biology; Microbiology; Computer science; Antibiotics; Nursing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01138751,0.0009264078,0.001692112,0.001640477,0.001734531,0.004213413,0.002445757,0.009688267,0.008576297],"category_scores_gemma":[0.02099098,0.0003990185,0.0009227361,0.001315097,0.003388593,0.002032846,0.001939895,0.006649517,0.0005781306],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007142161,"about_ca_system_score_gemma":0.03753048,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09749696,"about_ca_topic_score_gemma":0.1903673,"domain_scores_codex":[0.994666,0.002199374,0.0002702761,0.0003594829,0.001445799,0.001059117],"domain_scores_gemma":[0.9805717,0.006917644,0.001194408,0.0003605332,0.006863849,0.004091742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007068238,0.001659089,0.03108335,0.007656924,0.001120274,0.001543397,0.003459725,0.002671355,0.002762482,0.05730345,0.3760514,0.5139817],"study_design_scores_gemma":[0.001249596,0.00189573,0.1159276,0.01369057,0.001336143,0.001608272,0.009692396,0.00198761,0.001797928,0.04678643,0.8037303,0.000297342],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005133661,0.1282477,0.001389737,0.8471906,0.004314857,0.00004180201,0.0002533971,0.00006121032,0.01336708],"genre_scores_gemma":[0.3246953,0.3767253,0.008182646,0.2625967,0.02017825,0.0002756939,0.0004200624,0.00006216019,0.006863932],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9928578,"threshold_uncertainty_score":0.1938589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01172255832902533,"score_gpt":0.2764463468569655,"score_spread":0.2647237885279402,"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."}}