{"id":"W2143025214","doi":"10.1186/s12913-014-0524-2","title":"Regulation of medical diagnostics and medical devices in the East African community partner states","year":2014,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Pharmaceutical Quality and Counterfeiting","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"FP7 International Cooperation; Deutsche Gesellschaft für Internationale Zusammenarbeit; Grand Challenges Canada","keywords":"Medicine; Health administration; Health informatics; Business; Quality (philosophy); Public health; Harmonization; Desk; Health policy; Public relations; Marketing; Environmental health; Nursing; Political science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005467758,0.0001512678,0.0001158119,0.001334774,0.002588983,0.002793095,0.0005456853,0.001088698,0.003401741],"category_scores_gemma":[0.01087252,0.0002666825,0.00008466155,0.002448486,0.002093826,0.001521987,0.002699971,0.0008220342,0.0001168231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004470744,"about_ca_system_score_gemma":0.00813006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02175733,"about_ca_topic_score_gemma":0.02572984,"domain_scores_codex":[0.9965116,0.001634464,0.0003045808,0.0002049574,0.0005397333,0.0008046402],"domain_scores_gemma":[0.9879391,0.005819988,0.004258403,0.0002462442,0.001006096,0.0007301137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003040236,0.0004791623,0.5629066,0.001893518,0.00005008313,0.006408944,0.2457395,0.0008448411,0.004720662,0.05206522,0.006734918,0.1178525],"study_design_scores_gemma":[0.00004376284,0.0003097633,0.5266452,0.002117933,0.00005411157,0.003416651,0.3548317,0.0008902753,0.00203251,0.003172254,0.1064002,0.00008568021],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9823268,0.002610548,0.0003314651,0.003782186,0.0000164302,0.0001307873,0.0001465204,0.00000575439,0.0106495],"genre_scores_gemma":[0.9971192,0.001328073,0.0002999938,0.0005134682,0.000005264657,0.00004749869,0.00003548244,0.000001401014,0.0006497709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02175733,"threshold_uncertainty_score":0.04326141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2133784483347822,"score_gpt":0.5329069679386383,"score_spread":0.3195285196038561,"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."}}