{"id":"W6923444173","doi":"10.14288/1.0433584","title":"Anti-infective Guidelines for Community-Acquired Infections","year":2023,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"MEDLINE; Key (lock); Guideline; Health care; Public health","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":[0.006778747,0.0007496204,0.0008590037,0.002928234,0.001940291,0.00226985,0.002287073,0.007533403,0.01304439],"category_scores_gemma":[0.02659423,0.0005998528,0.001089014,0.002305857,0.001144971,0.001013549,0.001271307,0.006047307,0.009777839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007495787,"about_ca_system_score_gemma":0.03565575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1660451,"about_ca_topic_score_gemma":0.4335424,"domain_scores_codex":[0.9899179,0.002236447,0.001571077,0.0001801555,0.005057862,0.001036515],"domain_scores_gemma":[0.9483846,0.005742623,0.004875677,0.0007368532,0.03658381,0.003676509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001473977,0.00002719635,0.0003765431,0.0002672144,0.000004172558,0.0000890947,0.00005981005,0.00002921588,0.00009374867,0.0009664661,0.9818081,0.01626361],"study_design_scores_gemma":[0.00002425024,0.00001804147,0.002376505,0.0009230636,0.00001114116,0.0001872656,0.00004548126,0.00004050348,0.00003659924,0.000309733,0.9960175,0.000009988934],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.00184823,0.1241667,0.003436722,0.5443966,0.06024106,0.001393183,0.003760237,0.0006147256,0.2601427],"genre_scores_gemma":[0.02117204,0.1423234,0.01951283,0.45068,0.03883867,0.001638913,0.01192721,0.000301511,0.3136055],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1660451,"threshold_uncertainty_score":0.3301573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02935479129886928,"score_gpt":0.2411417137106514,"score_spread":0.2117869224117821,"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."}}