{"id":"W2909689998","doi":"10.1371/journal.pone.0209641","title":"A cross-sectional study to identify the distribution and characteristics of licensed and unlicensed private drug shops in rural Eastern Uganda to inform an iCCM intervention to improve health outcomes for children under five years","year":2019,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Grand Challenges Canada","keywords":"Snowball sampling; Medicine; Environmental health; Cross-sectional study; Malaria; Family medicine; Thematic analysis; Descriptive statistics; Intervention (counseling); Qualitative research; Nursing","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003285634,0.0001008901,0.0002661491,0.00006213898,0.0000847333,0.0000361704,0.0001007248,0.00005378987,0.00001210613],"category_scores_gemma":[0.00005297706,0.00007828612,0.00003033627,0.0000906725,0.00003981581,0.00007929965,0.0001063992,0.0001015498,0.00002035333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004210259,"about_ca_system_score_gemma":0.00001735518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004977777,"about_ca_topic_score_gemma":0.0005087504,"domain_scores_codex":[0.9991679,0.00005734948,0.0003374213,0.0001965126,0.0000546017,0.0001861956],"domain_scores_gemma":[0.9995554,0.00005575751,0.0001190571,0.0001638468,0.00006895961,0.00003697331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006498658,0.0007255744,0.9801914,0.00006382266,0.0001891911,1.194691e-7,0.00294942,0.000001111977,0.01445241,0.00005502519,0.00000983217,0.0007122352],"study_design_scores_gemma":[0.001681028,0.0008608117,0.9948744,0.0001080272,0.00002294417,9.145459e-7,0.0009762569,0.000007260513,0.001362031,0.00001057904,0.000007258991,0.00008854969],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971789,0.00003062894,0.0001337987,0.000333706,0.0001046598,0.001819802,0.0003865541,0.00001123022,7.863229e-7],"genre_scores_gemma":[0.9988392,0.000005343647,0.000037151,0.0002133478,0.00001368862,0.00001772572,0.0001919325,0.000008255525,0.0006733597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01468294,"threshold_uncertainty_score":0.3192416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01747678109140295,"score_gpt":0.2980401716523164,"score_spread":0.2805633905609135,"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."}}