{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008825017,0.0001739993,0.0004219823,0.0001499295,0.0001021909,0.000005174204,0.00008500172,0.0002645616,0.0002350592],"category_scores_gemma":[0.0003459471,0.0001034181,0.00003802589,0.000367833,0.0003582039,0.00004521654,0.00002380032,0.0008378148,0.00002532582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007480415,"about_ca_system_score_gemma":0.0001287395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003720434,"about_ca_topic_score_gemma":0.00004731034,"domain_scores_codex":[0.9981335,0.00003780963,0.000233319,0.0003253099,0.0007745248,0.0004954973],"domain_scores_gemma":[0.9987383,0.0001127173,0.0000594589,0.0003568872,0.000153806,0.0005787623],"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":[0.002800507,0.0003704752,0.1245929,0.002069386,0.000151454,0.001489883,0.0006127178,0.00001739094,0.003077689,0.02330414,0.6617127,0.1798008],"study_design_scores_gemma":[0.003078117,0.0008466694,0.05455141,0.0007586558,0.00009109277,0.000458913,0.0001094687,0.0005978775,0.00065647,0.00009207543,0.9385977,0.0001614839],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7742579,0.007906673,0.0134012,0.07661566,0.004002831,0.0008614271,0.000009658091,0.0004613575,0.1224833],"genre_scores_gemma":[0.9674196,0.00003357696,0.0003137031,0.02998011,0.0008957132,0.000007576703,0.00004616652,0.00001983404,0.001283686],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2768851,"threshold_uncertainty_score":0.4217269,"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."}}