{"id":"W1031890020","doi":"10.1038/srep12141","title":"Engineering functionalized multi-phased silicon/silicon oxide nano-biomaterials to passivate the aggressive proliferation of cancer","year":2015,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Silicon Nanostructures and Photoluminescence","field":"Materials Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Silicon; Materials science; Nanotechnology; Passivation; Nanostructure; Biomaterial; Nanoparticle; Cancer cell; Monocrystalline silicon; Silicon oxide; Cancer; Optoelectronics; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006664874,0.0002198234,0.00007715552,0.0001576655,0.0000687084,0.0001569864,0.0001235208,0.0002019867,0.0005662768],"category_scores_gemma":[0.00006739472,0.0001479092,0.0001440419,0.00007075091,0.0001350538,0.000132761,0.0001294942,0.0001800948,0.0001689642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001795977,"about_ca_system_score_gemma":0.0001684679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001501068,"about_ca_topic_score_gemma":0.0006005155,"domain_scores_codex":[0.9999682,0.000002813848,0.000002288716,0.000007168219,0.0000121402,0.0000073636],"domain_scores_gemma":[0.9999493,0.00001171773,0.00002141938,0.000004045771,0.00000687174,0.000006522595],"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":[0.00000497574,0.000003641461,0.00002360102,0.00001073931,7.540531e-7,0.000008277235,0.00000251915,0.00006748307,0.9992994,0.0000639252,0.000007294262,0.0005073902],"study_design_scores_gemma":[0.000004037133,0.00006274761,0.0002922874,0.000002130855,0.000003173071,0.00004893495,0.000005884822,0.00116901,0.9976184,0.00003592251,0.000755785,0.000001741329],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842503,0.0008618271,0.01238913,0.00005994138,0.00003309431,0.00003127599,0.00007239902,0.00008526565,0.002216799],"genre_scores_gemma":[0.9843422,0.0005342883,0.01344765,0.00004173921,0.000006504927,0.00002417955,0.00006215371,0.00002170101,0.00151975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005662768,"threshold_uncertainty_score":0.001894355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02482909838431064,"score_gpt":0.2817600311648684,"score_spread":0.2569309327805578,"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."}}