{"id":"W2093305553","doi":"10.1038/nm0114-12","title":"Partnering with local scientists should be mandatory","year":2014,"lang":"en","type":"article","venue":"Nature Medicine","topic":"Global Health and Surgery","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital; York University; University of Toronto","funders":"","keywords":"Political science; Public relations; Public administration; Business","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":["open_science"],"consensus_categories":[],"category_scores_codex":[0.08110686,0.001121003,0.002140871,0.002368687,0.009263872,0.01017594,0.005374373,0.02121691,0.1080612],"category_scores_gemma":[0.1097587,0.001362495,0.00190831,0.001382528,0.005121885,0.01286755,0.01661558,0.02192717,0.05219953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002677812,"about_ca_system_score_gemma":0.04532482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001611536,"about_ca_topic_score_gemma":0.004998306,"domain_scores_codex":[0.948904,0.02418838,0.003018987,0.00392998,0.009142471,0.01081608],"domain_scores_gemma":[0.5247717,0.09277923,0.01655576,0.03610117,0.08122183,0.2485703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006483725,0.0009749212,0.008373026,0.00143389,0.000260458,0.001947188,0.001567051,0.0003224454,0.00615969,0.009030337,0.8921005,0.07718225],"study_design_scores_gemma":[0.0002918264,0.0003094923,0.01226492,0.001032008,0.0001025847,0.001224557,0.005058051,0.0003577357,0.001564618,0.02419096,0.9534232,0.0001800408],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01013669,0.004377663,0.01258906,0.8429968,0.0509299,0.001513357,0.00055749,0.002417515,0.07448152],"genre_scores_gemma":[0.1065829,0.003328837,0.02795168,0.667246,0.02307978,0.003593475,0.001341268,0.001069311,0.1658068],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9946256,"threshold_uncertainty_score":0.4289392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01927641550948246,"score_gpt":0.3356747095543657,"score_spread":0.3163982940448833,"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."}}