{"id":"W6939138865","doi":"10.60692/aye4v-t5n90","title":"Challenges with implementing malaria rapid diagnostic tests at primary care facilities in a Ghanaian district: a qualitative study","year":2016,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Malaria Research and Control","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Provincial Laboratory of Public Health; University of Calgary; University of Alberta","funders":"","keywords":"Malaria; Health care; Guideline; Qualitative research; Rapid diagnostic test; Focus group; Staffing; Diagnostic test; Test (biology)","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":[0.000724576,0.0002080123,0.0003981726,0.0003309914,0.0001139054,0.00005920897,0.000105635,0.00006009514,0.00006017676],"category_scores_gemma":[0.0001980769,0.0001177251,0.00005180056,0.0001669043,0.00003909413,0.0004454318,0.0001008057,0.00009571784,0.0001808917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005827618,"about_ca_system_score_gemma":0.0001180345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006323426,"about_ca_topic_score_gemma":0.00007393547,"domain_scores_codex":[0.9978693,0.0002698171,0.0005959693,0.0002119972,0.0005856354,0.0004673009],"domain_scores_gemma":[0.9988507,0.000152084,0.0001975679,0.00036298,0.000279978,0.0001566693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0007210007,0.00001286616,0.2767949,0.001836814,0.0001269739,0.00005326445,0.7134375,3.544513e-7,0.000003097338,0.0001679792,0.00001101301,0.00683422],"study_design_scores_gemma":[0.005244953,0.0005594525,0.5006998,0.0005295575,0.00002878403,0.00002237191,0.4926589,0.000005860555,0.00001575801,2.838333e-7,0.0001260971,0.0001082183],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877076,0.00008382071,0.000461602,0.0005341154,0.00003846747,0.00243108,0.0003420857,0.0001067625,0.008294505],"genre_scores_gemma":[0.9988523,0.000001841349,0.00002936501,0.00002598359,0.00003915449,0.0007303267,0.00004698256,0.00001097881,0.0002631271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2239049,"threshold_uncertainty_score":0.4800691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04964372736319355,"score_gpt":0.280742023487952,"score_spread":0.2310982961247585,"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."}}