{"id":"W2214319587","doi":"10.1155/2004/680349","title":"Antimicrobial Resistance – Judicious Use Is the Key","year":2004,"lang":"en","type":"article","venue":"Canadian Journal of Infectious Diseases and Medical Microbiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Antimicrobial; Key (lock); Antibiotic resistance; Resistance (ecology); Intensive care medicine; Microbiology; Medicine; Computer science; Biology; Antibiotics; Computer security; Ecology","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":[0.009207416,0.0007862711,0.00137851,0.0008917286,0.001283928,0.004319905,0.001719129,0.005072417,0.01147722],"category_scores_gemma":[0.0252749,0.0002636213,0.0006594415,0.0005654074,0.002374761,0.005440322,0.002751342,0.008736695,0.006839928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001167196,"about_ca_system_score_gemma":0.005681377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009329861,"about_ca_topic_score_gemma":0.001984988,"domain_scores_codex":[0.9911656,0.003096426,0.001147033,0.0009501749,0.002778728,0.0008620934],"domain_scores_gemma":[0.9724817,0.00762338,0.002593367,0.002752987,0.007429196,0.007119368],"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":[0.0001114914,0.0004457585,0.007970088,0.001076729,0.0001650937,0.003085769,0.0006916755,0.0002986277,0.003967027,0.009875588,0.2689468,0.7033653],"study_design_scores_gemma":[0.00004340414,0.000429922,0.0122908,0.003836048,0.0001257566,0.01497152,0.002624807,0.0005175468,0.001775055,0.03665626,0.9266009,0.0001279455],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01217603,0.08386125,0.02246835,0.8036533,0.01920839,0.0002506364,0.00009441772,0.001186378,0.05710119],"genre_scores_gemma":[0.3684596,0.1481403,0.04993226,0.3115997,0.05850109,0.0003477873,0.0004739983,0.0009778856,0.06156737],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01147722,"threshold_uncertainty_score":0.04869401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00509899836322433,"score_gpt":0.2023925437372485,"score_spread":0.1972935453740242,"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."}}