{"id":"W4409728125","doi":"10.4018/979-8-3373-2827-0.ch004","title":"Cybersecurity Approaches to IoT Platforms in E-Healthcare Systems","year":2025,"lang":"en","type":"book-chapter","venue":"Advances in computational intelligence and robotics book series","topic":"IoT and Edge/Fog Computing","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Seneca Polytechnic","funders":"","keywords":"Internet of Things; Computer security; Health care; Computer science; Healthcare system; Internet privacy; 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":[0.0003260004,0.0006005255,0.0002555745,0.0007130618,0.0006533813,0.002877029,0.0007210225,0.001167049,0.005833622],"category_scores_gemma":[0.0006230109,0.0002782776,0.0004630814,0.0008694362,0.001383867,0.003915052,0.001618773,0.001902678,0.001308216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001023253,"about_ca_system_score_gemma":0.0006147862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000784817,"about_ca_topic_score_gemma":0.001010109,"domain_scores_codex":[0.9997173,0.00007195277,0.00001428719,0.00004712068,0.0001197994,0.00002957374],"domain_scores_gemma":[0.9997577,0.0001189617,0.00002030464,0.00003341893,0.00005130942,0.00001829525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001492129,0.00003583121,0.0003361269,0.0003594767,0.00001913472,0.0003673956,0.0005837069,0.00926331,0.001863135,0.8412426,0.01760795,0.1283064],"study_design_scores_gemma":[0.000006042748,0.00005928118,0.0007106548,0.0007277274,0.00002302827,0.0008734299,0.0008747003,0.04162441,0.002055841,0.5022788,0.4507341,0.00003200989],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0168474,0.1171756,0.3329038,0.0141896,0.002846367,0.0001447451,0.00008681273,0.0004933393,0.5153123],"genre_scores_gemma":[0.4533575,0.1310576,0.1253945,0.003635904,0.002261323,0.0002815686,0.0002118939,0.0001767529,0.283623],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.005833622,"threshold_uncertainty_score":0.0195154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07093136935441818,"score_gpt":0.2811309582706518,"score_spread":0.2101995889162336,"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."}}