{"id":"W2188225948","doi":"10.1136/bmjopen-2015-009133","title":"A protocol for engaging unlicensed private drug shops in Rural Eastern Uganda for Integrated Community Case Management (ICCM) of malaria, pneumonia and diarrhoea in children under 5 years of age","year":2015,"lang":"en","type":"article","venue":"BMJ Open","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Grand Challenges Canada","keywords":"Medicine; Malaria; Snowball sampling; Intervention (counseling); Family medicine; Environmental health; Focus group; Qualitative research; Nursing; Immunology; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06085799,0.003274453,0.003186098,0.003451443,0.007271584,0.003065915,0.005353311,0.004513637,0.08143447],"category_scores_gemma":[0.03115311,0.003400354,0.002585281,0.002645987,0.002957321,0.003353219,0.004213909,0.006574625,0.01546407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006824168,"about_ca_system_score_gemma":0.03337782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003878066,"about_ca_topic_score_gemma":0.0110342,"domain_scores_codex":[0.9747779,0.0168,0.003542367,0.001247628,0.001619532,0.00201264],"domain_scores_gemma":[0.9734509,0.007899296,0.002606562,0.003015621,0.009382464,0.003645217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0332463,0.04547022,0.007508316,0.07028335,0.0003361034,0.005069947,0.07798077,0.004636447,0.01325272,0.01796823,0.2940093,0.4302382],"study_design_scores_gemma":[0.05715206,0.03500681,0.04174111,0.03580027,0.0003348656,0.001131264,0.06239204,0.003852449,0.006689891,0.01313524,0.7419449,0.0008190941],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.002269042,0.00008314976,0.002338254,0.000280548,0.0001990418,0.9924145,0.0009011423,0.0000542349,0.001460054],"genre_scores_gemma":[0.0009042398,0.0001188217,0.005868576,0.0001252974,0.00002116289,0.9921076,0.0002055259,0.000005065553,0.0006436675],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.08143447,"threshold_uncertainty_score":0.3218516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06467831370587268,"score_gpt":0.3602706529748867,"score_spread":0.295592339269014,"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."}}