{"id":"W2114666142","doi":"10.2337/diaclin.25.4.121","title":"Prevention: A Century of Change","year":2007,"lang":"en","type":"article","venue":"Clinical Diabetes","topic":"Health Promotion and Cardiovascular Prevention","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mindset; Medicine; Task force; Task (project management); Medical education; Family medicine; Management; Public administration; Epistemology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005771438,0.0000591094,0.0003185878,0.00005055962,0.00002018424,0.000001726051,0.00003888069,0.0001330915,0.0002017065],"category_scores_gemma":[0.0003854125,0.00005093052,0.0004690958,0.0001363322,0.00006617186,0.00004203495,0.00002356253,0.0001571139,0.00005634858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001310798,"about_ca_system_score_gemma":0.000039114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001557599,"about_ca_topic_score_gemma":0.000001228322,"domain_scores_codex":[0.9986225,0.0002565883,0.0005850474,0.0001524647,0.0001912968,0.0001920948],"domain_scores_gemma":[0.9992597,0.0001209221,0.0001071048,0.0002306523,0.00009911763,0.0001825095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0000129851,0.0004806129,0.2434119,0.0002891418,0.0001066594,0.00000446667,0.00003760458,1.232695e-8,0.000179655,0.0002384028,0.0002170202,0.7550215],"study_design_scores_gemma":[0.001189493,0.0005125449,0.9747484,0.000246628,0.0001003384,0.000001724054,0.00002718817,0.00001495431,0.0006477243,0.0002141495,0.02224728,0.00004961441],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913338,0.001948013,0.002333357,0.0004533037,0.0005413472,0.0005092126,0.000001665598,0.00004752708,0.002831742],"genre_scores_gemma":[0.9966946,0.0003902677,0.0008787899,0.0009490434,0.0006125559,0.00001334477,0.00002005493,0.000009334388,0.0004320393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7549719,"threshold_uncertainty_score":0.2208545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1907788789031647,"score_gpt":0.4593052272145673,"score_spread":0.2685263483114026,"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."}}