{"id":"W4386542750","doi":"10.1002/anbr.202300018","title":"Development of 3D‐Printed Magnetic Micro‐Nanorobots for Targeted Therapeutics: the State of Art","year":2023,"lang":"en","type":"article","venue":"Advanced NanoBiomed Research","topic":"Micro and Nano Robotics","field":"Physics and Astronomy","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"China Scholarship Council","keywords":"Nanorobotics; Robot; Computer science; Nanotechnology; State of art; Systems engineering; Engineering; Materials science; Artificial intelligence; Data 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009018295,0.000154226,0.0002630808,0.0003126824,0.0002100314,0.00001496735,0.0004506504,0.00003605318,0.00008549286],"category_scores_gemma":[0.00001940483,0.0001119203,0.00009312559,0.001316222,0.0002672826,0.00003879105,0.0001886863,0.0001742359,0.00007753934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003155033,"about_ca_system_score_gemma":0.0003120129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007140355,"about_ca_topic_score_gemma":0.000006410485,"domain_scores_codex":[0.9981483,0.0001061562,0.0004876308,0.0002748883,0.0003664269,0.0006166259],"domain_scores_gemma":[0.9984795,0.0004068461,0.0001329992,0.0004088537,0.0005103273,0.00006150177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001236448,0.0001077386,0.0001580005,0.0000727188,0.00009657555,3.483643e-7,0.0009377481,0.0002755973,0.8836699,0.0001641002,0.0005127498,0.1138809],"study_design_scores_gemma":[0.001078052,0.0001564567,0.001241417,0.0000647105,0.00001201079,1.960215e-7,0.000541098,0.0003226273,0.9368696,0.001541759,0.05802684,0.0001452632],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864625,0.0005229601,0.009896372,0.0002938175,0.0002338671,0.00182391,0.0001890976,0.00004143083,0.0005360948],"genre_scores_gemma":[0.9446971,0.0001371357,0.04155837,0.00002217224,0.00006765735,0.0003136131,0.0003117748,0.00007554181,0.01281661],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1137357,"threshold_uncertainty_score":0.4563976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0504967607964706,"score_gpt":0.3565497857263754,"score_spread":0.3060530249299048,"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."}}