{"id":"W2003847390","doi":"10.1097/hjh.0b013e32835c552c","title":"Leading the change","year":2012,"lang":"en","type":"article","venue":"Journal of Hypertension","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Presentation (obstetrics); Medicine; Officer; Theme (computing); Library science; Sister; Public relations; Medical education; Political science; Law; World Wide Web; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.02380422,0.001709631,0.001084853,0.001798037,0.01451381,0.02432117,0.003873871,0.01272152,0.08795799],"category_scores_gemma":[0.05219619,0.0006210622,0.001433697,0.001313982,0.0123362,0.01877883,0.01974475,0.02926933,0.04848155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009398404,"about_ca_system_score_gemma":0.03086811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003744782,"about_ca_topic_score_gemma":0.006990821,"domain_scores_codex":[0.9655316,0.01396276,0.001185712,0.005231028,0.008130261,0.005958686],"domain_scores_gemma":[0.9506195,0.006439252,0.001681205,0.003842968,0.01036697,0.02705005],"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":[0.00006295383,0.0001495516,0.001036152,0.0003435575,0.00003193821,0.0002950156,0.007683143,0.00008606179,0.0004252598,0.0801685,0.8042357,0.1054822],"study_design_scores_gemma":[0.00001475706,0.0000482617,0.0002313846,0.0003433929,0.000007876154,0.0001086508,0.004255992,0.00004164046,0.0001188474,0.01942231,0.9753895,0.00001737126],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.002840903,0.008919333,0.009457177,0.7604109,0.07122107,0.0002787931,0.0002472475,0.0009782433,0.1456463],"genre_scores_gemma":[0.07176349,0.01218642,0.01724087,0.6259056,0.01943141,0.0005995284,0.0007255201,0.00134001,0.2508071],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.08795799,"threshold_uncertainty_score":0.2942488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5632811910077675,"score_gpt":0.5234075115594942,"score_spread":0.03987367944827336,"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."}}