{"id":"W179889833","doi":"10.1007/978-1-4614-4514-2_17","title":"Applying the IPM Framework to Improve Remote Performance Management in the Contexts of Chronic Disease Care","year":2012,"lang":"en","type":"book-chapter","venue":"","topic":"Trade Secret Protection Methods","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Thornhill Medical (Canada)","funders":"","keywords":"Medicine; Disease; Process management; Intensive care medicine; Computer science; Business; Pathology","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":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001669482,0.0003685738,0.0004168498,0.0001808918,0.0005363867,0.00001156218,0.0007540311,0.0004507226,0.001194166],"category_scores_gemma":[0.0000859636,0.000210401,0.0001570513,0.0001120977,0.00009614254,0.00007406743,0.0003724266,0.002520704,0.0003401792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005148556,"about_ca_system_score_gemma":0.0002083315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001019241,"about_ca_topic_score_gemma":0.000150855,"domain_scores_codex":[0.9972041,0.000484763,0.000763822,0.0004208767,0.0005395711,0.0005869216],"domain_scores_gemma":[0.9971468,0.0007105587,0.0004147077,0.001450199,0.0001135766,0.0001640858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000152905,0.00001265695,0.0001191631,0.003316518,0.00007395839,0.000005514536,0.006443994,0.00001997481,0.00001185733,0.1738427,0.0004262152,0.8155746],"study_design_scores_gemma":[0.000581745,0.0001376763,0.005055647,0.003859134,0.000206222,9.646889e-7,0.003901826,0.0001218953,0.00001451854,0.01115635,0.9744966,0.0004674144],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004791016,0.01102351,0.04929804,0.003189773,0.003217322,0.03850895,0.0000911519,0.0001970914,0.893995],"genre_scores_gemma":[0.3014026,0.004226041,0.04301963,0.01568433,0.005090138,0.01189245,0.00006870162,0.0004820974,0.618134],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9740704,"threshold_uncertainty_score":0.9997805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06427299070630306,"score_gpt":0.4103605120219515,"score_spread":0.3460875213156484,"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."}}