{"id":"W2739323018","doi":"10.1016/j.bios.2017.07.064","title":"Mkit: A cell migration assay based on microfluidic device and smartphone","year":2017,"lang":"en","type":"article","venue":"Biosensors and Bioelectronics","topic":"Biosensors and Analytical Detection","field":"Engineering","cited_by":36,"is_retracted":false,"has_abstract":false,"ca_institutions":"Victoria General Hospital; Seven Oaks General Hospital; University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Chemotaxis; Microfluidics; Computer science; Lysis; Phone; Embedded system; Immunology; Nanotechnology; Medicine; Materials science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008437069,0.001842386,0.001303044,0.002030849,0.0007161549,0.001363812,0.001707571,0.001649157,0.003367078],"category_scores_gemma":[0.001064827,0.0009192335,0.001058972,0.0008214285,0.0005708343,0.001202205,0.001823112,0.00150133,0.003577951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004350257,"about_ca_system_score_gemma":0.0009267415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006287591,"about_ca_topic_score_gemma":0.001814059,"domain_scores_codex":[0.9969829,0.0003040023,0.000421875,0.0006284758,0.00139212,0.0002705927],"domain_scores_gemma":[0.9993095,0.0001350578,0.0001307231,0.00009479858,0.0001965809,0.0001333912],"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":[0.0004356091,0.0001786623,0.002086071,0.0006355168,0.00008478957,0.0001585374,0.0001245603,0.0001088358,0.9704038,0.0005984424,0.002894545,0.02229067],"study_design_scores_gemma":[0.00007901683,0.0008992197,0.008566704,0.00006146188,0.0002879879,0.002180118,0.0001503462,0.005015742,0.9591743,0.0002851833,0.02312683,0.0001730692],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.4758997,0.01651165,0.4437992,0.002661132,0.002605381,0.002970465,0.01275971,0.02197379,0.02081899],"genre_scores_gemma":[0.5160732,0.007584887,0.4117367,0.001398909,0.0004852298,0.00327579,0.0125443,0.0006630344,0.04623789],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.003367078,"threshold_uncertainty_score":0.01126397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008185308800774746,"score_gpt":0.203879057167457,"score_spread":0.1956937483666822,"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."}}