{"id":"W4386237204","doi":"10.53375/icmame.2023.51","title":"Swarm of Nanobots in Medical Applications: a Future Horizon","year":2023,"lang":"en","type":"article","venue":"","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Swarm behaviour; Computer science; Context (archaeology); Artificial intelligence; Biology","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":[0.001724434,0.0004353501,0.0006072854,0.0005418107,0.0005619001,0.001480434,0.0009384115,0.003456957,0.005460473],"category_scores_gemma":[0.001283742,0.0002767182,0.0005040719,0.0004792475,0.001423893,0.004556308,0.0009889978,0.001873986,0.001461268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007466502,"about_ca_system_score_gemma":0.0009626417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003773903,"about_ca_topic_score_gemma":0.0004145425,"domain_scores_codex":[0.9996355,0.0001187968,0.00001519518,0.00006181782,0.000106358,0.00006226612],"domain_scores_gemma":[0.9989354,0.0005499906,0.00006166328,0.00007710667,0.0002151985,0.0001606803],"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":[0.0002529741,0.0002950316,0.00100287,0.001966004,0.00005748801,0.0002737296,0.000399797,0.009172052,0.008923457,0.5199249,0.04917343,0.4085582],"study_design_scores_gemma":[0.00005141905,0.000740518,0.0009826272,0.001060478,0.00005738212,0.0005134325,0.0006794066,0.02851931,0.002786056,0.4455878,0.5189331,0.00008842438],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01708657,0.6957667,0.144115,0.07481949,0.006445365,0.0001034191,0.0001881665,0.0006943589,0.06078101],"genre_scores_gemma":[0.3031469,0.4978824,0.1415433,0.01465965,0.008500677,0.0003051755,0.0004247599,0.0001306711,0.03340633],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005460473,"threshold_uncertainty_score":0.0182671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006682360944080743,"score_gpt":0.2372259802661175,"score_spread":0.2305436193220367,"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."}}