{"id":"W1559786496","doi":"10.5772/8017","title":"RFID Modeling in Healthcare","year":2010,"lang":"en","type":"book-chapter","venue":"InTech eBooks","topic":"Service-Oriented Architecture and Web Services","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada; University of Manitoba","keywords":"Real-time locating system; Computer science; Health care; Provisioning; Risk analysis (engineering); Data science; Systems engineering; Engineering; Real-time computing; Business; Telecommunications","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002064766,0.0004333944,0.0004308262,0.0005122052,0.0000989344,0.0001217881,0.001933556,0.000655786,0.00002185792],"category_scores_gemma":[0.000003360763,0.0004088326,0.000153521,0.00004323796,0.00004373923,0.00009410318,0.0007140414,0.001894613,0.000126757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006382799,"about_ca_system_score_gemma":0.000204888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008852517,"about_ca_topic_score_gemma":0.006136234,"domain_scores_codex":[0.9978355,0.00002036651,0.0005050938,0.000792118,0.0004092356,0.000437693],"domain_scores_gemma":[0.9982128,0.00005725087,0.0001677666,0.001236564,0.0001668927,0.0001587902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003196242,0.0000240721,0.00001482076,0.0003685248,0.0000641814,0.0003182789,0.004645125,0.00003319609,0.007171992,0.7511216,0.00001488132,0.2361913],"study_design_scores_gemma":[0.0003966933,0.0001473428,0.000002330716,0.001121287,0.00001489869,0.00009655835,0.00002801171,0.01179577,0.01419149,0.8175023,0.1536503,0.001052989],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0007888687,0.0007380146,0.1627964,0.003098038,0.001923113,0.0006971026,0.00001927133,0.0007276671,0.8292115],"genre_scores_gemma":[0.7934285,0.00008974101,0.04656634,0.01879589,0.001334874,0.0001270134,0.00005265283,0.0003042358,0.1393007],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7926397,"threshold_uncertainty_score":0.9998363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02558127393334371,"score_gpt":0.2483040773336428,"score_spread":0.2227228034002991,"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."}}