{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05725851,0.001768356,0.003015268,0.005376196,0.007700033,0.01959776,0.002975069,0.01540883,0.01054025],"category_scores_gemma":[0.05885189,0.001002813,0.001396351,0.003628797,0.04967051,0.02491587,0.01093079,0.03060464,0.002059801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02400182,"about_ca_system_score_gemma":0.02671607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0116199,"about_ca_topic_score_gemma":0.008000772,"domain_scores_codex":[0.9597368,0.02122158,0.002087182,0.004724924,0.009209457,0.003020045],"domain_scores_gemma":[0.9211582,0.05422865,0.002122081,0.005429725,0.01004631,0.007014962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001685327,0.0002993289,0.001152968,0.001552541,0.000124897,0.0001715418,0.007254996,0.0004766353,0.0001758478,0.6622156,0.1546607,0.1717464],"study_design_scores_gemma":[0.00008016232,0.0001305833,0.0009481688,0.004145934,0.00003196855,0.0001955724,0.003854928,0.0002759905,0.0001500803,0.2985898,0.6915284,0.0000683765],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.001223527,0.1469665,0.002886686,0.8237047,0.01002902,0.00003451539,0.00007865782,0.00008998353,0.01498658],"genre_scores_gemma":[0.1222376,0.2616516,0.01001916,0.5514094,0.04187186,0.0003856771,0.0001832462,0.0002400351,0.01200149],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.05725851,"threshold_uncertainty_score":0.3028155,"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."}}