{"id":"W3162072280","doi":"10.1097/ncm.0000000000000514","title":"Diversity and Inclusion in Case Management: Representing and Advocating for All Client Populations","year":2021,"lang":"en","type":"article","venue":"Professional Case Management","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"123 Certification (Canada)","funders":"","keywords":"Diversity (politics); Inclusion (mineral); Diversity management; Computer science; Case management; Psychology; Sociology; Medicine; Nursing; Social psychology; Anthropology","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","open_science"],"consensus_categories":[],"category_scores_codex":[0.001334394,0.0001764096,0.0001993066,0.0002475596,0.01298668,0.00001622258,0.00009029128,0.0001179131,0.0001217124],"category_scores_gemma":[0.0001205012,0.000169991,0.00003758168,0.0003576514,0.00003367567,0.00022183,0.02296461,0.0003227973,0.000005670832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002045736,"about_ca_system_score_gemma":0.00008041608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003278306,"about_ca_topic_score_gemma":0.001441457,"domain_scores_codex":[0.9976877,0.0004727253,0.0005759696,0.0005491729,0.0003294797,0.0003849317],"domain_scores_gemma":[0.9988404,0.0003049043,0.0002262391,0.0002563734,0.0002380295,0.0001340626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00104363,0.001537602,0.2639728,0.008062701,0.0003155152,0.03405698,0.1836265,0.0001257578,0.0001629303,0.4088556,0.01491017,0.08332974],"study_design_scores_gemma":[0.01350608,0.0001543477,0.2106141,0.005830883,0.0006801618,0.003197648,0.5784596,0.02412551,0.00006756451,0.1065805,0.05512104,0.001662432],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9833306,0.0002769302,0.0008462163,0.006292348,0.001492081,0.002014967,0.00002244429,0.00004709284,0.005677296],"genre_scores_gemma":[0.9763327,0.00006453526,0.009105311,0.002467624,0.0001054651,0.000598978,0.0001148429,0.00001946919,0.01119108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3948331,"threshold_uncertainty_score":0.9882983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08775814989800405,"score_gpt":0.4670972905584502,"score_spread":0.3793391406604461,"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."}}