{"id":"W2167975469","doi":"10.1093/jac/45.3.387","title":"Use of a treatment protocol in the management of community-acquired lower respiratory tract infection","year":2000,"lang":"en","type":"article","venue":"Journal of Antimicrobial Chemotherapy","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Queen's University","keywords":"Medicine; Lower respiratory tract infection; Respiratory tract infections; Emergency medicine; Clinical trial; Pharmacy; Protocol (science); Intensive care medicine; Pediatrics; Internal medicine; Respiratory system; Family medicine; Alternative medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003511836,0.0001152846,0.0003474266,0.0001021407,0.00004736023,0.000005570221,0.00008249203,0.00004675479,0.0001607043],"category_scores_gemma":[0.000004905901,0.00006955303,0.0002211401,0.000204206,0.00008186603,0.0001016244,0.00000567072,0.0001388801,7.280541e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006707937,"about_ca_system_score_gemma":0.00004085126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009738956,"about_ca_topic_score_gemma":0.00001177699,"domain_scores_codex":[0.9990256,0.000138679,0.0005517136,0.00004732653,0.0001362894,0.0001003847],"domain_scores_gemma":[0.9993528,0.00003578127,0.000288119,0.0001924242,0.0001115393,0.00001940308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02058727,0.02353759,0.05432314,0.001888166,0.003266539,0.0002530557,0.02335459,0.0003145188,0.6598462,0.00003961222,0.03910729,0.1734821],"study_design_scores_gemma":[0.02235269,0.01476209,0.3323416,0.002449126,0.0004703896,0.000262868,0.0009754323,0.000006036459,0.2499931,0.00005151174,0.3760309,0.0003043412],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931437,0.00002788516,0.000006445025,0.0005849657,0.00004850877,0.005560907,0.00000362069,0.000003323042,0.0006206383],"genre_scores_gemma":[0.995945,0.001665666,0.0004308616,0.001449462,0.00009722334,0.0002717244,0.00000129209,0.00001730396,0.0001214707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4098531,"threshold_uncertainty_score":0.283629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05273982295117628,"score_gpt":0.3392469729882434,"score_spread":0.2865071500370671,"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."}}