{"id":"W2751868632","doi":"10.1136/bmjopen-2017-016660","title":"Qualitative study to develop processes and tools for the assessment and tracking of African institutions’ capacity for operational health research","year":2017,"lang":"en","type":"article","venue":"BMJ Open","topic":"Global Health and Surgery","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"Wellcome Trust","keywords":"Medicine; Qualitative research; Tracking (education); Capacity building; Public health; Health services research; Engineering ethics; Medical education; Nursing; Social science; Economic growth","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.05833357,0.0004558592,0.0005742079,0.002371702,0.007258578,0.004211886,0.001735106,0.001508345,0.005734601],"category_scores_gemma":[0.05872018,0.0005671392,0.0004553729,0.002492391,0.007523765,0.0058771,0.006562263,0.001958862,0.0009540333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009130187,"about_ca_system_score_gemma":0.0136279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00693427,"about_ca_topic_score_gemma":0.007661834,"domain_scores_codex":[0.9513835,0.04160788,0.00128612,0.001104966,0.00237881,0.002238742],"domain_scores_gemma":[0.9413022,0.040227,0.005013271,0.002508135,0.008825343,0.002123912],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009108878,0.0002057035,0.008314089,0.001092655,0.00001131524,0.0007420616,0.9173409,0.0004384348,0.001708707,0.02526594,0.004632499,0.04015656],"study_design_scores_gemma":[0.00003176549,0.0001347546,0.003623715,0.001324542,0.00000799965,0.0003085729,0.9296948,0.0008708584,0.001706892,0.0060857,0.05616496,0.00004557074],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7546498,0.001758,0.1366519,0.01806484,0.000373295,0.01532416,0.001960022,0.0002748848,0.07094316],"genre_scores_gemma":[0.9216568,0.0007083979,0.05790856,0.002061068,0.00003954771,0.008443112,0.0002201652,0.00005163029,0.00891066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9416664,"threshold_uncertainty_score":0.3085011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7915082081514918,"score_gpt":0.6837399258966247,"score_spread":0.1077682822548671,"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."}}