{"id":"W4288681931","doi":"10.1097/ncm.0000000000000596","title":"What “Develop Others” Looks Like in Action","year":2022,"lang":"en","type":"article","venue":"Professional Case Management","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"123 Certification (Canada)","funders":"","keywords":"Credential; Certification; Accreditation; Commission; Case management; Health care; Business; Management; Public relations; Medicine; Medical education; Political science; Process management; Law","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":[0.01916748,0.0008885315,0.0005826645,0.001283008,0.01058655,0.01824943,0.002057364,0.006466813,0.02636942],"category_scores_gemma":[0.03349762,0.0003252404,0.001249439,0.0007029662,0.01729588,0.01596016,0.0102277,0.01067663,0.01078666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004145275,"about_ca_system_score_gemma":0.01004191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003543103,"about_ca_topic_score_gemma":0.006215396,"domain_scores_codex":[0.9676988,0.02224695,0.0005994191,0.001771303,0.004664625,0.003018975],"domain_scores_gemma":[0.9699951,0.005402946,0.002056273,0.002659375,0.004657817,0.01522844],"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":[0.00008690037,0.0004202438,0.01100976,0.0006769871,0.0001178435,0.001973371,0.1302413,0.0002343365,0.001046841,0.1573383,0.541002,0.1558521],"study_design_scores_gemma":[0.00002366222,0.0001012362,0.001874574,0.0009695638,0.00003549418,0.001018953,0.09993041,0.000111784,0.0003653324,0.0493977,0.8461092,0.00006216995],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01430829,0.005750093,0.01135932,0.6169297,0.01212034,0.0001992316,0.0001039772,0.0006574445,0.3385716],"genre_scores_gemma":[0.5147138,0.01191312,0.02315796,0.274046,0.003834209,0.0006390358,0.0003681101,0.00142931,0.1698986],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02636942,"threshold_uncertainty_score":0.1013685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0731236771790751,"score_gpt":0.4188783411148534,"score_spread":0.3457546639357783,"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."}}