{"id":"W3158333134","doi":"10.1021/acsomega.1c00806","title":"Knitting Thread Devices: Detecting <i>Candida albicans</i> Using Napkins and Tampons","year":2021,"lang":"en","type":"article","venue":"ACS Omega","topic":"Biosensors and Analytical Detection","field":"Engineering","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Vision Group on Science and Technology; Science and Engineering Research Board; Indian Council of Medical Research; McGill University","keywords":"Candida albicans; Thread (computing); Vulvovaginal Candidiasis; Biology; Microbiology; Computer science; Programming language","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003874907,0.0007490973,0.0002427662,0.0004299632,0.0001773852,0.0004631267,0.0005740722,0.0007770354,0.001343681],"category_scores_gemma":[0.0008415567,0.0002990299,0.0002761998,0.0002312938,0.0002440754,0.0006221778,0.0003776046,0.0003300624,0.000449997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002637443,"about_ca_system_score_gemma":0.0002530567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007831861,"about_ca_topic_score_gemma":0.001416176,"domain_scores_codex":[0.9994841,0.00005597386,0.00002609837,0.0001534936,0.0002461683,0.00003419017],"domain_scores_gemma":[0.9997093,0.0000870927,0.00008372917,0.00002525574,0.00006871556,0.00002577917],"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":[0.0001118971,0.0000259095,0.0004244282,0.0001484855,0.000008925157,0.00004446742,0.00004867664,0.00003809885,0.9827254,0.0001092024,0.0001475041,0.01616698],"study_design_scores_gemma":[0.00001800952,0.001002771,0.003501689,0.00002997314,0.00004082411,0.0004690157,0.0000617734,0.001510554,0.9890227,0.00007241021,0.00423541,0.00003480746],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8100753,0.01483378,0.1642612,0.0004195133,0.0007850088,0.0007611517,0.0007694889,0.001541772,0.006552742],"genre_scores_gemma":[0.8269451,0.004617409,0.1560848,0.0003487838,0.00008933369,0.0002723993,0.0003786837,0.00007422689,0.0111893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001343681,"threshold_uncertainty_score":0.004495025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01512645853180113,"score_gpt":0.2208573181727654,"score_spread":0.2057308596409643,"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."}}