{"id":"W4387675806","doi":"10.1016/j.microc.2023.109528","title":"A review on polymeric nanocomposites for the electrochemical sensing of breast cancer biomarkers","year":2023,"lang":"en","type":"review","venue":"Microchemical Journal","topic":"Advanced biosensing and bioanalysis techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Nanotechnology; Biosensor; Breast cancer; Nanocomposite; Materials science; Miniaturization; Nanomaterials; Polymer; Computer science; Cancer; Medicine; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004417546,0.001113142,0.001217932,0.002231705,0.0002149964,0.0008048928,0.0009178188,0.001022936,0.00332802],"category_scores_gemma":[0.0005570422,0.0004031248,0.0005094738,0.00214416,0.0002580359,0.001053591,0.0005624137,0.001528405,0.001981697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003819027,"about_ca_system_score_gemma":0.0005785498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006754285,"about_ca_topic_score_gemma":0.001587468,"domain_scores_codex":[0.9998338,0.00002538107,0.00001699006,0.00003499158,0.00007039366,0.00001826655],"domain_scores_gemma":[0.9997841,0.0001159958,0.00003143626,0.000006676018,0.00004570622,0.00001622176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008887239,0.0001606431,0.00008967387,0.02624319,0.0001316466,0.0002848433,0.00004646703,0.0004203136,0.01349655,0.003204778,0.0377988,0.9180342],"study_design_scores_gemma":[0.00001863552,0.0001737471,0.0003997456,0.002573404,0.0001334334,0.0007909439,0.00002357833,0.0001436456,0.003462787,0.0009596552,0.9912916,0.00002870776],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001641243,0.9982063,0.0003184882,0.0001367184,0.0002667112,0.00000703642,0.00002454294,0.00001004846,0.0008661774],"genre_scores_gemma":[0.000838735,0.9967405,0.0005210388,0.000216067,0.0001869944,0.00001203238,0.00003886843,0.000003354976,0.001442339],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00332802,"threshold_uncertainty_score":0.01113337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02245476732569424,"score_gpt":0.3497886040428635,"score_spread":0.3273338367171693,"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."}}