{"id":"W2903468955","doi":"10.1097/ncm.0000000000000342","title":"Quantifying Outcomes and Value: A Case Management Imperative","year":2018,"lang":"en","type":"article","venue":"Professional Case Management","topic":"Healthcare Quality and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Capital Commission","funders":"","keywords":"Certification; Accreditation; Commission; Management; Officer; Business; Case management; Political science; Law; Finance; Economics; Process 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003119917,0.0004736709,0.0005314546,0.000418061,0.004056546,0.00004911636,0.0001886898,0.0002076112,0.0009237408],"category_scores_gemma":[0.00006526793,0.0003820078,0.0001106813,0.0004376441,0.0002297632,0.0002890194,0.001791499,0.0006933666,0.0007819067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003354667,"about_ca_system_score_gemma":0.00007276738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008649101,"about_ca_topic_score_gemma":0.001199767,"domain_scores_codex":[0.9945807,0.001513129,0.001122515,0.0009601787,0.0006666582,0.001156834],"domain_scores_gemma":[0.9977664,0.0004882388,0.0003321432,0.0007620411,0.0002264087,0.0004247984],"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":[0.0003276382,0.0004966619,0.009714897,0.00625286,0.0009310511,0.1180905,0.01858532,0.00000324757,0.000007413019,0.7400409,0.03642794,0.06912156],"study_design_scores_gemma":[0.009921397,0.0007339552,0.04006763,0.002946632,0.0009216411,0.005486754,0.4772844,0.001823806,0.00003008381,0.01172862,0.4468459,0.002209198],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8962018,0.0002866567,0.002943204,0.01517943,0.00489019,0.007352987,0.00007575479,0.0004975113,0.07257243],"genre_scores_gemma":[0.9511311,0.0001662025,0.007883161,0.01119003,0.0003881629,0.001296688,0.00002826468,0.00006295212,0.02785341],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7283123,"threshold_uncertainty_score":0.9999961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2086026804891464,"score_gpt":0.5386651261830323,"score_spread":0.3300624456938859,"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."}}