{"id":"W1506218283","doi":"10.1002/pds.3461","title":"The effect of obesity on antibiotic treatment failure: a historical cohort study","year":2013,"lang":"en","type":"article","venue":"Pharmacoepidemiology and Drug Safety","topic":"Pharmacology and Obesity Treatment","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Université du Québec à Montréal; McGill University","funders":"","keywords":"Medicine; Obesity; Overweight; Amoxicillin; Antibiotics; Internal medicine; Risk factor; Medical prescription; Ciprofloxacin; Antibiotic resistance; Pharmacology; Microbiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002133065,0.0002934956,0.0009327678,0.00006125541,0.0003883698,0.000003305948,0.0000983195,0.0001072272,0.0001266306],"category_scores_gemma":[0.0003536903,0.0001517183,0.0001682062,0.00009659222,0.0002261708,0.00004455434,0.00005333577,0.0003084762,0.0001004496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004158932,"about_ca_system_score_gemma":0.00003656021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006211792,"about_ca_topic_score_gemma":0.00003709643,"domain_scores_codex":[0.9964838,0.002124553,0.0004776842,0.0004206822,0.0001213802,0.0003718766],"domain_scores_gemma":[0.9940092,0.005264889,0.0001636075,0.0002949265,0.00004490864,0.0002224723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001730624,0.001231122,0.9759028,0.00003165246,0.000896554,0.00004017987,0.0001383449,0.000007646407,0.0006527596,0.00005858674,0.01182304,0.007486709],"study_design_scores_gemma":[0.00663804,0.004630718,0.9754308,0.00001642083,0.001261472,0.00004515012,0.00003592728,0.0001866198,0.005200326,0.00004022261,0.006387668,0.0001266585],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866567,0.001236027,0.00001054948,0.008340819,0.0003633184,0.002591098,0.00000462763,0.00005241299,0.0007444407],"genre_scores_gemma":[0.9968694,0.001148282,0.00003851814,0.0005834913,0.000111544,0.0001451075,0.00001022878,0.00001178943,0.001081658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01021267,"threshold_uncertainty_score":0.6186894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01299952886919462,"score_gpt":0.3156861631823483,"score_spread":0.3026866343131537,"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."}}