{"id":"W2620266189","doi":"10.1097/ncm.0000000000000231","title":"Addressing the Needs of the Support System","year":2017,"lang":"en","type":"article","venue":"Professional Case Management","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Capital Commission","funders":"","keywords":"Accreditation; Certification; Commission; Case manager; Case management; Business; Management; Public relations; Political science; Medical education; Medicine; Process management; Law","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":[0.01845654,0.0004099417,0.0005433589,0.001201385,0.009592567,0.0118857,0.002905203,0.007737391,0.02262303],"category_scores_gemma":[0.05021725,0.0003998044,0.0005746238,0.001094681,0.003057413,0.01238515,0.01079589,0.006918966,0.004935043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004996084,"about_ca_system_score_gemma":0.03595047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00913739,"about_ca_topic_score_gemma":0.01521859,"domain_scores_codex":[0.9846942,0.006432856,0.001119319,0.001064743,0.003056319,0.003632578],"domain_scores_gemma":[0.9275262,0.01941812,0.002792194,0.002734279,0.01468551,0.03284363],"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":[0.0002222766,0.0006753929,0.02631391,0.001184226,0.00007698395,0.003114238,0.03713995,0.0008802951,0.001535923,0.0590175,0.4923765,0.3774628],"study_design_scores_gemma":[0.0001156249,0.0004833528,0.01569277,0.004521593,0.00006260534,0.003952786,0.1007383,0.003522847,0.0005566555,0.06083464,0.8093928,0.0001261708],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.03242376,0.003250958,0.002372955,0.9231007,0.002646193,0.00009239883,0.0001606733,0.0001785732,0.03577374],"genre_scores_gemma":[0.687694,0.01393495,0.02091165,0.2294073,0.008392885,0.0006810552,0.00078489,0.0002969958,0.03789623],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02262303,"threshold_uncertainty_score":0.09760863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2363409789864434,"score_gpt":0.4972250034215407,"score_spread":0.2608840244350973,"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."}}