{"id":"W2314868303","doi":"10.1097/ncm.0b013e318295065a","title":"Who Knew? Innovation and Transformation Within Acute Care Case Management","year":2013,"lang":"en","type":"article","venue":"Professional Case Management","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"CARE Canada","funders":"","keywords":"Health care; Acute care; Medicine; Nursing; Management; Charter; Family medicine; Medical education; Political 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08921589,0.0005223085,0.0006755762,0.005043267,0.0140306,0.03117321,0.005517552,0.005894896,0.006746236],"category_scores_gemma":[0.1330202,0.0008334435,0.0008995883,0.003201865,0.04665576,0.02728161,0.02439546,0.01255753,0.001567603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02182774,"about_ca_system_score_gemma":0.06262456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006856192,"about_ca_topic_score_gemma":0.01040204,"domain_scores_codex":[0.8996655,0.06700385,0.003446522,0.005411579,0.01509904,0.009373405],"domain_scores_gemma":[0.8045678,0.1108762,0.009000055,0.01223455,0.01862091,0.04470043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006698093,0.000632469,0.01458676,0.0006000368,0.00006394524,0.001095684,0.2035114,0.0007749659,0.0003412744,0.239632,0.1181624,0.4205322],"study_design_scores_gemma":[0.00006977382,0.0002528141,0.005755498,0.002603776,0.00002294861,0.001058988,0.2088865,0.001578147,0.0005218541,0.3394792,0.4396298,0.0001407389],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04631134,0.01319213,0.02036699,0.8026164,0.004215095,0.0002837517,0.00004740876,0.0003410935,0.1126258],"genre_scores_gemma":[0.8722483,0.01380036,0.03471552,0.05518183,0.004131627,0.0006306592,0.0001286257,0.0003536006,0.01880951],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08921589,"threshold_uncertainty_score":0.4718243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1021583242054671,"score_gpt":0.4558175369602256,"score_spread":0.3536592127547585,"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."}}