{"id":"W1985262069","doi":"10.1517/17425247.1.1.177","title":"Medical and pharmaceutical nanoengineering conference/International conference on MEMS, nano and smart systems","year":2004,"lang":"en","type":"article","venue":"Expert Opinion on Drug Delivery","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Nanotechnology; Nanoengineering; Nanomedicine; Computer science; Nanoparticle; Materials science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000129381,0.0002170593,0.0002015409,0.0001310804,0.00006611024,0.00008221987,0.0001708476,0.0001742789,0.00005319087],"category_scores_gemma":[0.00003428049,0.0001917696,0.00002803003,0.00005525327,0.0001335601,0.0000847834,0.00008433154,0.0002550177,0.00002526587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008442316,"about_ca_system_score_gemma":0.00003428859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004917471,"about_ca_topic_score_gemma":0.000002270955,"domain_scores_codex":[0.9989247,0.00001331649,0.0002151101,0.0002709549,0.0003232994,0.0002526615],"domain_scores_gemma":[0.9995877,0.00005087696,0.00002001628,0.0001508699,0.00004377861,0.0001468059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003129672,0.0004302649,0.0002948495,0.0004612447,0.0005163696,0.0003662915,0.002785305,0.001874901,0.6634185,0.1316944,0.07558552,0.1222594],"study_design_scores_gemma":[0.006142474,0.0003894806,0.0003747286,0.004620202,0.00001413045,0.0007523758,0.003322948,0.2694249,0.2828441,0.0006415157,0.4293806,0.00209266],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9367502,0.03155053,0.005900473,0.008576828,0.009007455,0.0005066977,0.0000550697,0.002351087,0.005301625],"genre_scores_gemma":[0.954403,0.04496036,0.0002033086,0.0001860582,0.0001688124,0.00001136468,0.00001529256,0.00002104589,0.00003075611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3805745,"threshold_uncertainty_score":0.7820137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03341923219075799,"score_gpt":0.2748631020806994,"score_spread":0.2414438698899414,"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."}}