{"id":"W2032318423","doi":"10.1186/1471-2466-12-70","title":"Over prescription of antibiotics for adult pharyngitis is prevalent in developing countries but can be reduced using McIsaac modification of Centor scores: a cross-sectional study","year":2012,"lang":"en","type":"article","venue":"BMC Pulmonary Medicine","topic":"Streptococcal Infections and Treatments","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Cross-sectional study; Medical prescription; Pharyngitis; Antibiotics; Environmental health; Intensive care medicine; Internal medicine; Pharmacology; Microbiology; Pathology","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":[0.001158038,0.0002562592,0.0002993454,0.000473466,0.0003276052,0.0005149941,0.0002504665,0.0004747751,0.001494954],"category_scores_gemma":[0.00281613,0.0003514294,0.0003675881,0.000788834,0.00024716,0.0005607113,0.0002608461,0.0005204282,0.0003237817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002148759,"about_ca_system_score_gemma":0.000293831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004044042,"about_ca_topic_score_gemma":0.00443152,"domain_scores_codex":[0.9993553,0.0002080405,0.00008315498,0.0001014496,0.0001618192,0.00009032468],"domain_scores_gemma":[0.9977202,0.0003304308,0.001352347,0.0001093161,0.0002155001,0.000272258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002020818,0.0000303607,0.9993721,0.000004624787,0.00001202163,0.00001867111,0.00004222005,0.000003649976,0.0000282247,0.0000025727,0.00003636126,0.0004291509],"study_design_scores_gemma":[0.000003271775,0.0001173688,0.9995335,0.000005988564,0.000009049459,0.0001271192,0.00009990587,0.00003438603,0.00001043482,0.000003026631,0.00005464177,0.000001331022],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990929,0.0002287175,0.00004499074,0.00006165083,0.000005040692,0.00001341829,0.0001753673,0.00000247615,0.0003755231],"genre_scores_gemma":[0.9995945,0.0001227188,0.00006272972,0.00003913785,0.000007567814,0.000006996054,0.00009678722,7.614628e-7,0.00006880267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004044042,"threshold_uncertainty_score":0.008041024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1248736230978626,"score_gpt":0.3986024814817005,"score_spread":0.2737288583838379,"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."}}