{"id":"W7034176811","doi":"","title":"Uropathogen antibiotic resistance in adult women presenting to family physicians with acute uncomplicated cystitis","year":2004,"lang":"en","type":"article","venue":"PubMed Central","topic":"Radioactive Decay and Measurement Techniques","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Antibiotic resistance; Antibiotics; Acute Cystitis; Ampicillin; Urine; Resistance (ecology); Amp resistance","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001371467,0.0001869663,0.0002230967,0.00007487176,0.00007637801,0.00006282096,0.0002052354,0.00002514205,0.000004443726],"category_scores_gemma":[0.000006379471,0.0001763188,0.00004594803,0.0003945452,0.00004049513,0.0001918376,0.00002681904,0.0001524706,0.000007533771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003545597,"about_ca_system_score_gemma":0.0000826083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001532395,"about_ca_topic_score_gemma":0.0001222425,"domain_scores_codex":[0.9979225,0.00003709389,0.0001887376,0.0003628021,0.0002217243,0.001267075],"domain_scores_gemma":[0.9993907,0.000008704972,0.00007933343,0.0002347115,0.00006125975,0.0002253478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006515065,0.001575608,0.8468328,0.00008269646,0.0007066121,0.0002791188,0.008649632,0.001688358,0.07707223,0.03514239,0.001084852,0.02623421],"study_design_scores_gemma":[0.001168483,0.0000440542,0.9442847,0.0001311402,0.00003288454,0.000001440167,0.0004243053,0.000007650521,0.05078841,0.001465439,0.001287408,0.0003640653],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9797959,0.000013775,0.01026559,0.0002206207,0.00008026431,0.0007865505,0.00006849931,0.00009506258,0.008673707],"genre_scores_gemma":[0.9971712,0.000003455521,0.002036436,0.000153263,0.0001814492,0.0002421129,0.00002378311,0.00002699178,0.0001613684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09745195,"threshold_uncertainty_score":0.7190071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008997464468039264,"score_gpt":0.2112930031046042,"score_spread":0.202295538636565,"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."}}