{"id":"W6960809271","doi":"10.1371/journal.pgph.0004109.s004","title":"Demographic and clinical characteristics of sick visits by antibiotic prescription for adults >18 years of age.","year":2025,"lang":"en","type":"article","venue":"Figshare","topic":"Rice Cultivation and Yield Improvement","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medical prescription; Medical diagnosis; Respiratory tract infections; Quarter (Canadian coin); Antibiotics; Urinary system; Respiratory tract; Epidemiology","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":[0.0002000156,0.0002378039,0.0003079823,0.0008537959,0.0003895235,0.0002066645,0.0003789349,0.0004119826,0.01668856],"category_scores_gemma":[0.001829571,0.0001735238,0.0003650062,0.001471386,0.000113321,0.0005498648,0.0003313431,0.0008664564,0.002602271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000433505,"about_ca_system_score_gemma":0.0006541496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02489871,"about_ca_topic_score_gemma":0.02829885,"domain_scores_codex":[0.999699,0.00003133273,0.00005292924,0.00007425461,0.00006150613,0.00008098062],"domain_scores_gemma":[0.9991181,0.0000961805,0.0004462287,0.00002935914,0.0001580521,0.0001520305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000482609,0.0002184707,0.8323042,0.0004267871,0.0001166791,0.0003153723,0.0004648834,0.0004173746,0.0002540788,0.0003913005,0.1486731,0.01593514],"study_design_scores_gemma":[0.00002981994,0.00008761435,0.9874367,0.0001643583,0.00002314319,0.0003498749,0.0004899592,0.0002293274,0.00002629293,0.00009710852,0.01105167,0.0000141938],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5717072,0.003426306,0.0006802622,0.001986239,0.0005090621,0.0004036244,0.3812394,0.0001517614,0.03989615],"genre_scores_gemma":[0.8589177,0.002613284,0.0005998107,0.001541953,0.0003110415,0.00114828,0.1248589,0.00005938114,0.009949625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02489871,"threshold_uncertainty_score":0.05582875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03771029526030588,"score_gpt":0.2802954918791523,"score_spread":0.2425851966188464,"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."}}