{"id":"W2886367028","doi":"10.1097/ncm.0000000000000312","title":"National Case Management Week 2018","year":2018,"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":"Fraser Health","funders":"","keywords":"Case management; Business; Autonomy; Managed care; Nursing; Public relations; Medicine; Operations management; Health care; Political science; Engineering","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001662659,0.0002464112,0.0002397659,0.0002972186,0.0004484296,0.00003868088,0.0001100321,0.00008057983,0.003134205],"category_scores_gemma":[0.0002143783,0.0002136659,0.0001219146,0.0003821062,0.0001398221,0.0002461002,0.0005222586,0.0002561989,0.001543171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003044831,"about_ca_system_score_gemma":0.00008394753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008364554,"about_ca_topic_score_gemma":0.00009656782,"domain_scores_codex":[0.9968612,0.0001401591,0.0009563502,0.0005829507,0.001059666,0.0003996491],"domain_scores_gemma":[0.9983422,0.0002734832,0.0002601046,0.0004292319,0.0004599568,0.0002350283],"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":[0.001395467,0.0023569,0.0007574336,0.0007716221,0.0009610681,0.217517,0.0003672287,0.00001148447,0.00004222354,0.02814512,0.6194094,0.128265],"study_design_scores_gemma":[0.01385218,0.001587333,0.008155731,0.000628449,0.001799071,0.1063043,0.01631386,0.005693279,0.0002000611,0.01114181,0.8333213,0.00100257],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5557675,0.0001834479,0.009493561,0.0406097,0.007567922,0.007085133,0.0001427108,0.0005627069,0.3785873],"genre_scores_gemma":[0.9334824,0.00002410009,0.02910108,0.009688732,0.001193257,0.0002667744,0.0001618584,0.00004561954,0.02603615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3777149,"threshold_uncertainty_score":0.9992343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2731139109641987,"score_gpt":0.5218565435709468,"score_spread":0.2487426326067481,"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."}}