{"id":"W1984002183","doi":"10.1097/ncm.0b013e318230ea5b","title":"Creating Clinical and Economic “Wins” Through Integrated Case Management","year":2011,"lang":"en","type":"article","venue":"Professional Case Management","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Emergent BioSolutions (Canada)","funders":"","keywords":"Case management; Process management; Integrated care; Health care; Government (linguistics); Business; Managed care; Process (computing); Nursing; Knowledge management; 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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001570394,0.0003313327,0.000365416,0.0002011036,0.001786366,0.0000250965,0.0001835351,0.0003291298,0.004419215],"category_scores_gemma":[0.0000448496,0.0002699195,0.00009420645,0.0002449802,0.0001467892,0.0003663622,0.0006680134,0.001026237,0.0009457926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002700723,"about_ca_system_score_gemma":0.0002712925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001110449,"about_ca_topic_score_gemma":0.0007689574,"domain_scores_codex":[0.9961765,0.001051428,0.00127513,0.0007041064,0.0002485354,0.0005442533],"domain_scores_gemma":[0.998384,0.000301588,0.0004249675,0.0004782226,0.0001798582,0.0002313677],"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":[0.001826356,0.001134312,0.07361678,0.00151745,0.0007921549,0.03568281,0.02581412,0.000005459326,0.000004555995,0.69114,0.1123382,0.05612784],"study_design_scores_gemma":[0.009861106,0.0005241125,0.1037146,0.003463045,0.0008553019,0.004910625,0.5324168,0.003179597,0.00004749469,0.02949365,0.3095585,0.001975243],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7627879,0.0001130817,0.0008523726,0.001263103,0.006520248,0.002384941,0.00004448896,0.0001841073,0.2258497],"genre_scores_gemma":[0.9303907,0.0001369793,0.01880967,0.003737332,0.0003777457,0.001033826,0.00006160481,0.00005011637,0.04540199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6616464,"threshold_uncertainty_score":0.9999753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1176791806129875,"score_gpt":0.4852316461873347,"score_spread":0.3675524655743472,"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."}}