{"id":"W4393256590","doi":"10.1097/ncm.0000000000000723","title":"Reflections on Case Management—Past, Present, and Future","year":2024,"lang":"en","type":"article","venue":"Professional Case Management","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Capital Commission","funders":"","keywords":"Case management; MEDLINE; Computer science; Business; Process management; 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":[0.07616116,0.0009591884,0.001047858,0.003251012,0.007859197,0.0160129,0.008030338,0.01360754,0.02325651],"category_scores_gemma":[0.2480958,0.0008863102,0.001554633,0.003422244,0.01171884,0.02678017,0.01176359,0.03212721,0.003845796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01241713,"about_ca_system_score_gemma":0.03216229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008580746,"about_ca_topic_score_gemma":0.03025218,"domain_scores_codex":[0.9416234,0.03471564,0.004494369,0.002009203,0.0132442,0.003913063],"domain_scores_gemma":[0.7122491,0.1740622,0.007807916,0.006639309,0.05286572,0.04637567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006649683,0.0001606244,0.0009387896,0.0008787801,0.00001178037,0.0006092946,0.009188758,0.0001523884,0.00008880525,0.01924049,0.8064618,0.1622019],"study_design_scores_gemma":[0.00003731038,0.00005538533,0.0008355825,0.006011434,0.00001205763,0.001144523,0.03898133,0.0001697709,0.00007884864,0.02298941,0.929619,0.00006534562],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004725039,0.01656597,0.0008335036,0.9605828,0.0168028,0.00003955332,0.00002825624,0.00003186505,0.004642856],"genre_scores_gemma":[0.0687722,0.197704,0.02742903,0.5915236,0.07887373,0.001054387,0.0005354225,0.0003670057,0.03374053],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07616116,"threshold_uncertainty_score":0.4027835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05493850146422567,"score_gpt":0.5053326597963058,"score_spread":0.4503941583320801,"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."}}