{"id":"W3089721352","doi":"10.3390/nano10101938","title":"Nanoparticle-Based Chemotherapy Formulations for Head and Neck Cancer: A Systematic Review and Perspectives","year":2020,"lang":"en","type":"review","venue":"Nanomaterials","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"Global Affairs Canada; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Réseau de Recherche en Santé Buccodentaire et Osseuse","keywords":"Medicine; Radiation therapy; Head and neck cancer; Systematic review; Adverse effect; Intensive care medicine; MEDLINE; Cancer; Clinical trial; Meta-analysis; Oncology; Internal 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002315555,0.0003437165,0.004610546,0.00005477152,0.0001122676,0.00004143188,0.00005345904,0.0001123018,0.00004487295],"category_scores_gemma":[0.0002415856,0.0002286757,0.0002092265,0.0001341285,0.00005529195,0.00004041931,0.00002431334,0.00004678045,0.000004123877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001174275,"about_ca_system_score_gemma":0.0003074884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001139995,"about_ca_topic_score_gemma":0.000004560313,"domain_scores_codex":[0.998492,0.00009169061,0.0007118052,0.0003858353,0.0001053351,0.0002133354],"domain_scores_gemma":[0.99907,0.0001758296,0.0003172545,0.000215021,0.00009427639,0.0001276357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00002629023,0.0000269112,0.000002544916,0.9810531,0.0003467271,0.000002198696,0.0002070094,2.48359e-9,0.00008081885,0.00006339754,0.0002863442,0.01790464],"study_design_scores_gemma":[0.001225097,0.0003970565,0.000007875884,0.628967,0.008323092,0.00004266748,0.00002109095,0.000003074293,0.00006967828,0.000009190252,0.3606702,0.0002639615],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002807282,0.9901001,0.000005823159,0.001807597,0.00008794499,0.007378737,0.0002557588,0.0000620351,0.00002125258],"genre_scores_gemma":[0.0001097089,0.9949678,0.0004087152,0.0007504667,0.0001567956,0.003440759,0.00002568799,0.00005494338,0.00008509256],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3603839,"threshold_uncertainty_score":0.9325126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07988423255361597,"score_gpt":0.3899494729429349,"score_spread":0.3100652403893189,"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."}}