{"id":"W2283221837","doi":"10.1186/s12936-016-1174-0","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":"Malaria Journal","topic":"Malaria Research and Control","field":"Medicine","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"Provincial Laboratory of Public Health; University of Calgary; University of Alberta","funders":"Alberta Heritage Foundation for Medical Research; Fondation pour la Recherche Médicale; International Development Research Centre","keywords":"Health care; Malaria; Rapid diagnostic test; Business; Preparedness; Medicine; Focus group; Nursing; Staffing; Qualitative research; Test (biology); Economic growth; Marketing; Political science; Economics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001828003,0.0003326227,0.0006435575,0.0003877261,0.0002981717,0.0001003098,0.0002490533,0.00009595272,0.001106428],"category_scores_gemma":[0.001428635,0.0001952664,0.00012878,0.0002352254,0.0001167582,0.0002742592,0.0002104758,0.000584198,0.00003608911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007805619,"about_ca_system_score_gemma":0.000482898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000135496,"about_ca_topic_score_gemma":0.002798822,"domain_scores_codex":[0.9960446,0.0008356064,0.0006393013,0.0004692223,0.0009899929,0.001021255],"domain_scores_gemma":[0.99715,0.001386331,0.0002275108,0.0003943343,0.0003741836,0.0004676482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01189261,0.002425143,0.4712491,0.001275281,0.002021164,0.01086327,0.2561873,0.000001959969,0.00407329,0.005058086,0.0007061608,0.2342466],"study_design_scores_gemma":[0.01397577,0.004374553,0.8223654,0.000673421,0.00014253,0.0005484869,0.1552332,0.000002788155,0.00004718091,0.0001418023,0.002212776,0.0002821286],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9660448,0.006134499,0.000209088,0.01679504,0.00011543,0.002045896,0.0001287487,0.00005499146,0.00847155],"genre_scores_gemma":[0.9976361,0.0005216426,0.0002013472,0.00006356099,0.0002665849,0.0002005913,0.00001784349,0.00003888976,0.001053413],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3511163,"threshold_uncertainty_score":0.9998067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0375547830024605,"score_gpt":0.3250552156915537,"score_spread":0.2875004326890932,"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."}}