{"id":"W4224990526","doi":"10.1038/s41598-022-10765-0","title":"On-chip-based electrochemical biosensor for the sensitive and label-free detection of Cryptosporidium","year":2022,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Parasitic Infections and Diagnostics","field":"Immunology and Microbiology","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Cryptosporidium; Cryptosporidium parvum; Biosensor; Detection limit; Analyte; Dielectric spectroscopy; Materials science; Nanotechnology; Chromatography; Electrode; Biology; Chemistry; Virology; Electrochemistry; Microbiology","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":[0.0003676335,0.0006458496,0.0004795346,0.0004242547,0.0001929061,0.0003854482,0.0009884466,0.001059921,0.001121359],"category_scores_gemma":[0.000374908,0.0003551646,0.0003699586,0.0002646201,0.0001812706,0.0004178263,0.0003917186,0.0006335519,0.0007727189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000322152,"about_ca_system_score_gemma":0.0003646266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005266575,"about_ca_topic_score_gemma":0.001282386,"domain_scores_codex":[0.9995073,0.00006932858,0.00002198014,0.0001072953,0.000249352,0.00004474747],"domain_scores_gemma":[0.99985,0.00003948949,0.00002116677,0.00001527039,0.00005642061,0.00001760496],"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":[0.00002771447,0.00004011565,0.0001769371,0.0001370645,0.00001976036,0.00003255047,0.000009750725,0.0001746178,0.9902622,0.0001103178,0.0002675917,0.008741408],"study_design_scores_gemma":[0.00001153985,0.0002618901,0.001705332,0.00001018698,0.00004632431,0.0003248005,0.00002276012,0.008407973,0.983462,0.00006392634,0.005660819,0.000022561],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5231192,0.01700227,0.4451081,0.001045668,0.001102243,0.0004868435,0.001656072,0.003104052,0.007375562],"genre_scores_gemma":[0.6580933,0.006476165,0.3234799,0.0008332079,0.0001111886,0.0003028903,0.001094684,0.00007904277,0.009529678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001121359,"threshold_uncertainty_score":0.003751338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008699367092208447,"score_gpt":0.2336949703819279,"score_spread":0.2249956032897195,"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."}}