{"id":"W2042884638","doi":"10.1177/1084822314521209","title":"A Nonclinical Competency Model for Case Managers","year":2014,"lang":"en","type":"article","venue":"Home Health Care Management & Practice","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; Alberta Health; University of Guelph","funders":"","keywords":"CLARITY; Accountability; Human services; Psychology; Sample (material); Knowledge management; Medical education; Nursing; Medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002462351,0.0002070968,0.0003307214,0.000194513,0.001778812,0.00003172215,0.0002085232,0.0001476538,0.0001557369],"category_scores_gemma":[0.0007024091,0.0001995169,0.00008898484,0.0003266026,0.00003318234,0.0004083909,0.0001567111,0.0005468487,0.0004784634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005677805,"about_ca_system_score_gemma":0.001216559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002797534,"about_ca_topic_score_gemma":0.0006894225,"domain_scores_codex":[0.9964141,0.001135204,0.0009329449,0.0005054587,0.0003705035,0.0006418031],"domain_scores_gemma":[0.9960395,0.001699839,0.0006945388,0.0005584944,0.0007298663,0.0002777393],"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":[0.001805863,0.0004509607,0.0003193975,0.00484352,0.0001271994,0.00006654058,0.0277699,0.0005123076,0.000001108817,0.6380933,0.2724553,0.05355459],"study_design_scores_gemma":[0.002333643,0.0003221076,0.0005536465,0.0002873325,0.0001287326,0.00002036419,0.1166505,0.05633556,1.831748e-7,0.002469033,0.8205724,0.0003265749],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.008900017,0.0006894722,0.510869,0.2182201,0.009238429,0.01053643,0.0001094495,0.0005668369,0.2408703],"genre_scores_gemma":[0.7221464,0.0002313087,0.1154184,0.1392787,0.0007432902,0.002496031,0.0002675797,0.00008064522,0.01933766],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7132463,"threshold_uncertainty_score":0.9995207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04704639425576161,"score_gpt":0.509200942736192,"score_spread":0.4621545484804304,"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."}}