{"id":"W3015100623","doi":"10.1097/ncm.0000000000000429","title":"Understanding the Increasing Role and Value of the Professional Case Manager","year":2020,"lang":"en","type":"article","venue":"Professional Case Management","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"123 Certification (Canada)","funders":"","keywords":"Certification; Sample (material); Descriptive statistics; Knowledge management; Medical education; Function (biology); Psychology; Case management; Medicine; Nursing; Computer science; Management","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":[0.02391541,0.0001857211,0.0001988992,0.001989069,0.003071635,0.007842788,0.002208459,0.002535273,0.003389224],"category_scores_gemma":[0.07015225,0.0003063213,0.0001872753,0.0007510504,0.008634385,0.01228094,0.004102124,0.002798717,0.000434886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005427232,"about_ca_system_score_gemma":0.01045744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003311697,"about_ca_topic_score_gemma":0.005319908,"domain_scores_codex":[0.9820666,0.01375286,0.0003577168,0.0007292386,0.002069319,0.001024096],"domain_scores_gemma":[0.9444759,0.03773717,0.005506332,0.001226759,0.004361162,0.006692606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009563037,0.0003171226,0.1005813,0.0008233046,0.00002591761,0.001812154,0.4318723,0.0001848656,0.0009553935,0.07520051,0.0232844,0.3648471],"study_design_scores_gemma":[0.00003641089,0.0003322315,0.06638922,0.003849698,0.00003137399,0.006116634,0.6314398,0.001425328,0.0006625113,0.0731152,0.2165333,0.00006839455],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6023518,0.03219448,0.01434821,0.2605485,0.001035291,0.0001278086,0.00003812399,0.00009980862,0.08925602],"genre_scores_gemma":[0.9817827,0.006261885,0.00479779,0.005024352,0.0002245538,0.0000631682,0.00001524275,0.00001330824,0.001816945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02391541,"threshold_uncertainty_score":0.1264783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08591552255124885,"score_gpt":0.4053987702375111,"score_spread":0.3194832476862623,"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."}}