{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.4674033,0.003456689,0.00644209,0.01686906,0.009035253,0.04120287,0.01173708,0.0149643,0.004013041],"category_scores_gemma":[0.5966904,0.002222146,0.002211558,0.01096576,0.06600288,0.06025038,0.02537776,0.03086302,0.0009923205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02834113,"about_ca_system_score_gemma":0.06448827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008785194,"about_ca_topic_score_gemma":0.01018427,"domain_scores_codex":[0.5943724,0.2897569,0.02330357,0.01300995,0.07394939,0.005607935],"domain_scores_gemma":[0.2065863,0.6876512,0.0225015,0.02612122,0.04800325,0.009136616],"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":[0.0001702267,0.0005037964,0.01620375,0.002952739,0.0008582949,0.0005513916,0.01312722,0.002351693,0.0002676101,0.6642873,0.06553269,0.2331932],"study_design_scores_gemma":[0.00005606771,0.000180755,0.002235488,0.005312927,0.000126524,0.0005323662,0.01025692,0.003010692,0.0002092333,0.9407628,0.03716335,0.0001528379],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.006428055,0.0309763,0.07471759,0.8616431,0.003485375,0.0008015453,0.0001874106,0.0001253746,0.02163517],"genre_scores_gemma":[0.5105218,0.04124162,0.2768516,0.1427239,0.0191404,0.00531729,0.0003597781,0.0003007707,0.003542988],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.4674033,"threshold_uncertainty_score":0.6567866,"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."}}