{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009252616,0.0001313839,0.0001584327,0.00005447467,0.0001517713,0.00009436808,0.00004620943,0.00008894007,0.00001299546],"category_scores_gemma":[0.00007365604,0.0001342906,0.00004250807,0.0003230626,0.00002690846,0.0001292495,0.00004106963,0.0002056228,0.000009400565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004324483,"about_ca_system_score_gemma":0.00001464717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000603396,"about_ca_topic_score_gemma":0.0001508293,"domain_scores_codex":[0.9992523,0.00002009114,0.0001747044,0.0001916378,0.0001002777,0.0002610318],"domain_scores_gemma":[0.9996126,0.00009737078,0.00002452348,0.0001375353,0.0000403391,0.00008757796],"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":[0.00001262096,0.0000636121,0.008143592,0.0004971477,0.0002900206,0.0001928828,0.0009383686,0.0058894,0.8594279,0.0006616128,0.0001151153,0.1237677],"study_design_scores_gemma":[0.001940713,0.0001181385,0.009005974,0.0008308671,0.0004061339,0.0008227582,0.002551807,0.3302259,0.5676776,0.001623295,0.08285302,0.001943811],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933475,0.0007470328,0.003182782,0.00005604146,0.0001671379,0.0000391374,0.00000522283,0.0001807056,0.002274484],"genre_scores_gemma":[0.9979379,0.00008270774,0.001578184,0.0001133745,0.0001564576,0.000001944805,0.00000229684,0.00003076793,0.00009639659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3243366,"threshold_uncertainty_score":0.5476213,"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."}}