{"id":"W1833604322","doi":"10.3396/ijic.v2i1.3926","title":"Antibiotic Prescribing By Family Physicians For Upper Respiratory Tract Infections","year":2006,"lang":"en","type":"article","venue":"International journal of infection control","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Antibiotics; Bronchitis; Respiratory tract infections; Sinusitis; Medical prescription; Internal medicine; Acute Pharyngitis; Acute otitis media; Pharyngitis; Otitis; Intensive care medicine; Respiratory system; Surgery; Microbiology","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":[0.00239169,0.0001827917,0.0002925586,0.0005811365,0.0004531932,0.0003552501,0.0002267738,0.0003912117,0.001142366],"category_scores_gemma":[0.01889421,0.0002130969,0.0005272902,0.0005914447,0.0002054818,0.0004667869,0.0002551545,0.000395963,0.0001489271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009511391,"about_ca_system_score_gemma":0.001141299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02272864,"about_ca_topic_score_gemma":0.02763773,"domain_scores_codex":[0.9975253,0.001538474,0.0001520838,0.0002129657,0.0004208622,0.0001503693],"domain_scores_gemma":[0.9844868,0.007686924,0.00543807,0.0003441356,0.0009832742,0.001060824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000736708,0.00007417252,0.9935961,0.00002265403,0.00003441972,0.00004866863,0.0002216073,0.00005166263,0.0001001236,0.000004519951,0.0001906019,0.005581786],"study_design_scores_gemma":[0.00001102786,0.0002985141,0.9986109,0.00002997678,0.00002555147,0.000181544,0.0002181932,0.0002756887,0.00009565101,0.000009869796,0.0002383669,0.000004677883],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979311,0.0008794183,0.0001105543,0.0003052326,0.00001213823,0.00001555587,0.0001755072,0.000007532371,0.0005629834],"genre_scores_gemma":[0.9991124,0.0002907168,0.0002642083,0.00009319422,0.0000142506,0.000007406027,0.00008460534,9.580863e-7,0.0001320381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02272864,"threshold_uncertainty_score":0.04519272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008117967525433313,"score_gpt":0.2497386920236003,"score_spread":0.241620724498167,"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."}}