{"id":"W1927411663","doi":"10.1039/c5an00909j","title":"An instrument-free, screen-printed paper microfluidic device that enables bio and chemical sensing","year":2015,"lang":"en","type":"article","venue":"The Analyst","topic":"Biosensors and Analytical Detection","field":"Engineering","cited_by":95,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Toronto Public Health","funders":"Hokkaido University; Ministry of Education, Culture, Sports, Science and Technology","keywords":"Polydimethylsiloxane; Microfluidics; Chromatography; Bovine serum albumin; Inkwell; Aqueous solution; Polymer; Buffer (optical fiber); Screen printing; Materials science; Nanotechnology; Chemistry; Computer science; Organic chemistry","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":[0.0003800673,0.0006358327,0.0003674424,0.0005159874,0.0002112703,0.0005544574,0.001001683,0.0007000327,0.001224451],"category_scores_gemma":[0.0007260339,0.0003779969,0.0004135871,0.0002502175,0.0002720322,0.0005716842,0.0004794078,0.0006016507,0.001006564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002821298,"about_ca_system_score_gemma":0.0003708334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001199359,"about_ca_topic_score_gemma":0.0002728062,"domain_scores_codex":[0.9995042,0.00004437354,0.00004909576,0.0001156285,0.0002579123,0.00002877479],"domain_scores_gemma":[0.9996096,0.0001698989,0.00006897236,0.00005486238,0.00005334088,0.00004326347],"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":[0.00003980344,0.0000416688,0.0001955589,0.0003049929,0.00001392829,0.0001415668,0.00002033762,0.0002444338,0.9670159,0.0007303147,0.0007178316,0.0305336],"study_design_scores_gemma":[0.00001622394,0.0001640994,0.0009052456,0.0000131056,0.00002557411,0.0006928742,0.000006436187,0.00173993,0.9759364,0.0001595282,0.02031196,0.00002851902],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1418545,0.008964123,0.8236816,0.0007974031,0.002179042,0.0007205998,0.002540593,0.007266485,0.0119957],"genre_scores_gemma":[0.3327326,0.004402602,0.6446124,0.0007349957,0.00034782,0.0005786311,0.001569942,0.0001790147,0.01484201],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001224451,"threshold_uncertainty_score":0.00409621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02464713782907168,"score_gpt":0.221762524835621,"score_spread":0.1971153870065493,"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."}}