{"id":"W2884953712","doi":"","title":"Nanotechnology as a Platform for Personalized Cancer Therapy","year":2017,"lang":"en","type":"article","venue":"UBC Faculty of Medicine medical journal","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Cancer therapy; Personalized medicine; Cancer; Medicine; Cancer treatment; Intensive care medicine; Nanotechnology; Computer science; Bioinformatics; Biology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0007093466,0.0003207701,0.0005486278,0.0004751382,0.000573075,0.001853841,0.0004842112,0.001528411,0.004681469],"category_scores_gemma":[0.0005001056,0.0002227536,0.0003515288,0.0002535876,0.001150648,0.002067084,0.001378838,0.002067245,0.001620701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007643389,"about_ca_system_score_gemma":0.0008814735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002654952,"about_ca_topic_score_gemma":0.0004302508,"domain_scores_codex":[0.9996112,0.00009590601,0.00001378835,0.0000515482,0.0001751719,0.00005243602],"domain_scores_gemma":[0.9997758,0.00008973511,0.00002951135,0.00002823559,0.00004372939,0.00003292722],"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":[0.00009048092,0.000138486,0.0006564203,0.001454981,0.00007827776,0.0007437241,0.0004609789,0.005232498,0.2002062,0.4954392,0.03742756,0.2580713],"study_design_scores_gemma":[0.00002072965,0.0003366351,0.0004167777,0.0004704695,0.00004073586,0.001050416,0.0002286052,0.006891253,0.06206897,0.1203375,0.8080847,0.00005324151],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.04242775,0.3930412,0.2805896,0.06486008,0.007679292,0.0004216846,0.0003837101,0.001699901,0.2088968],"genre_scores_gemma":[0.440375,0.2930449,0.1813266,0.01247095,0.003351778,0.0005585673,0.0002612352,0.0002394568,0.06837153],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004681469,"threshold_uncertainty_score":0.01566106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05108138525814932,"score_gpt":0.3519445735683186,"score_spread":0.3008631883101693,"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."}}