{"id":"W2608110411","doi":"10.1186/s12889-017-4254-3","title":"Knowledge-exchange in the Pacific: outcomes of the TROPIC (translational research for obesity prevention in communities) project","year":2017,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Health and Medical Research Council; Deakin University; Australian Agency for International Development; Fiji National University; Canadian Health Services Research Foundation; United States Agency for International Development","keywords":"Biostatistics; Intervention (counseling); Medicine; Government (linguistics); Scale (ratio); Knowledge translation; Medical education; Public health; Nursing; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.04151925,0.0001082513,0.000308962,0.0005391223,0.003415375,0.00005264406,0.001426033,0.0001117156,0.00008139444],"category_scores_gemma":[0.003788988,0.00006649431,0.00006959166,0.0008309691,0.0003139166,0.0003965288,0.0002258743,0.0008642502,0.00001800687],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000503469,"about_ca_system_score_gemma":0.01036817,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.00971747,"about_ca_topic_score_gemma":0.2360866,"domain_scores_codex":[0.9834833,0.01332389,0.00116591,0.0002093476,0.0007047583,0.001112801],"domain_scores_gemma":[0.9910492,0.006716111,0.0006095224,0.001112954,0.0004024299,0.0001097586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001084703,0.0001483556,0.8964097,0.000780168,0.000001880634,3.097349e-8,0.08198337,3.274984e-7,5.09566e-7,0.01200094,0.006968508,0.001695358],"study_design_scores_gemma":[0.001358568,0.0000772013,0.8727298,0.0001287576,7.145036e-7,2.375892e-7,0.02641014,0.0002093593,3.434355e-7,0.001653733,0.0973839,0.00004719955],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7149454,0.0000678496,0.001407326,0.2615932,0.0005818942,0.01139967,0.0002376937,0.00002283777,0.009744119],"genre_scores_gemma":[0.9941665,0.00005464193,0.0006136268,0.00194433,0.0001133641,0.001798317,0.00001997442,0.00001189366,0.001277333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2792211,"threshold_uncertainty_score":0.9978821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8907213363385408,"score_gpt":0.7283467229452543,"score_spread":0.1623746133932865,"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."}}