{"id":"W2319145635","doi":"10.1186/s12961-016-0094-3","title":"Implementing a national health research for development platform in a low-income country – a review of Malawi’s Health Research Capacity Strengthening Initiative","year":2016,"lang":"en","type":"review","venue":"Health Research Policy and Systems","topic":"Global Health and Surgery","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Public Health Ontario","funders":"National Commission for Science and Technology","keywords":"Health services research; Attendance; Capacity building; Health policy; Implementation research; Health administration; Public relations; Developing country; Public health; Medicine; Health informatics; Nursing research; Knowledge translation; Economic growth; Political science; Medical education; Nursing; Psychological intervention; Knowledge management","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":[0.08741806,0.001015215,0.001158727,0.008719631,0.004170769,0.01174882,0.002489556,0.003969083,0.002430641],"category_scores_gemma":[0.0802411,0.001473843,0.00110712,0.01045187,0.006388978,0.007907134,0.006794477,0.005008402,0.0004053749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02463339,"about_ca_system_score_gemma":0.1156475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03513302,"about_ca_topic_score_gemma":0.06126897,"domain_scores_codex":[0.9642484,0.02044959,0.005762766,0.0012549,0.004512389,0.003771935],"domain_scores_gemma":[0.8744767,0.08224802,0.01513774,0.00187585,0.01980949,0.006452236],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002033327,0.0002888039,0.007613092,0.2077972,0.0005042282,0.001306921,0.03808307,0.001269263,0.002071942,0.06460671,0.02970701,0.6465484],"study_design_scores_gemma":[0.00004796989,0.0004460338,0.01976722,0.2399383,0.0004635908,0.0008629612,0.02072678,0.0004183799,0.00139397,0.003785194,0.7120416,0.0001080439],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004911874,0.9500656,0.0006376817,0.04054397,0.000678753,0.0002685725,0.00009135235,0.00001994116,0.002782324],"genre_scores_gemma":[0.07026099,0.914749,0.003670058,0.009461238,0.0005264533,0.0005296572,0.0001522584,0.00002203956,0.0006283387],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9125819,"threshold_uncertainty_score":0.4623164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7629464203209816,"score_gpt":0.6440225175584642,"score_spread":0.1189239027625174,"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."}}