{"id":"W2462512219","doi":"10.1097/md.0000000000003803","title":"Antibiotic prescribing of village doctors for children under 15 years with upper respiratory tract infections in rural China","year":2016,"lang":"en","type":"article","venue":"Medicine","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Medical prescription; Family medicine; Focus group; Respiratory tract infections; China; Thematic analysis; Antibiotics; Public health; Pediatrics; Environmental health; Nursing; Qualitative research; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001887973,0.0001122864,0.0002667646,0.0001523278,0.00005303275,0.000001425722,0.00009102464,0.0001204047,0.0001671019],"category_scores_gemma":[0.00006875684,0.00006020671,0.00003999956,0.0001330004,0.0003932904,0.00005452769,0.00001544708,0.0001008801,0.00001465822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002462328,"about_ca_system_score_gemma":0.0000375551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002001346,"about_ca_topic_score_gemma":0.0001019701,"domain_scores_codex":[0.9992834,0.00005603853,0.0002382879,0.0001632963,0.00003467594,0.0002242772],"domain_scores_gemma":[0.9995674,0.0001130872,0.00009420755,0.0001825027,0.00002528217,0.00001747604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000152846,0.0002053818,0.5906751,0.00002562113,0.0001033186,0.000002424808,0.0003354557,0.000002498881,0.405654,0.0005282669,0.0007275743,0.001587538],"study_design_scores_gemma":[0.003635707,0.0008364029,0.9674064,0.0007300506,0.00004716473,0.00002191884,0.0001803618,1.398506e-7,0.02619269,0.00006352231,0.0007829099,0.0001027477],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965122,0.001476667,0.0007054628,0.0005098921,0.000227538,0.000284494,0.00001517562,0.00002484981,0.000243707],"genre_scores_gemma":[0.9992068,0.00005781737,0.00002466276,0.00009258326,0.00005431154,0.000001748554,0.00001149782,0.00001448362,0.0005360968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3794613,"threshold_uncertainty_score":0.2455158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009275209434853292,"score_gpt":0.2411094843793488,"score_spread":0.2318342749444955,"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."}}