{"id":"W2010326333","doi":"10.1039/c1lc20844f","title":"A digital microfluidic platform for primary cell culture and analysis","year":2011,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Electrowetting and Microfluidic Technologies","field":"Engineering","cited_by":107,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of New Brunswick","funders":"Canadian Institutes of Health Research; Health Canada; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Primary cell; Cell culture; Microfluidics; Cell; Primary culture; Immortalised cell line; Chemistry; Nanotechnology; Materials science; Biomedical engineering; Cell biology; Biology; Engineering; Biochemistry","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":[0.0006983005,0.0008016205,0.0006035347,0.0009025838,0.0005642691,0.0005776021,0.0008917676,0.0005775837,0.007752448],"category_scores_gemma":[0.000513228,0.0004210225,0.0004748574,0.0003641745,0.0004036073,0.0003464251,0.0006830508,0.0006827618,0.00297751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004230661,"about_ca_system_score_gemma":0.0006657077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003177956,"about_ca_topic_score_gemma":0.0008380205,"domain_scores_codex":[0.999307,0.00005247268,0.00007794048,0.0002462226,0.0002546415,0.00006163536],"domain_scores_gemma":[0.9997173,0.00008264661,0.00003231396,0.00007936836,0.00004739474,0.00004098138],"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":[0.000103206,0.0001043022,0.000290216,0.0003526552,0.0000185216,0.00009409184,0.00005278939,0.0004264264,0.9535218,0.002122052,0.005710966,0.0372029],"study_design_scores_gemma":[0.00007794747,0.0004237149,0.00167942,0.00003874174,0.00004228823,0.0006497826,0.00001184368,0.006526217,0.8816047,0.0007888029,0.1081043,0.00005225087],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.07724817,0.005552351,0.8696889,0.0008612621,0.002196935,0.003493878,0.01090514,0.009094551,0.02095875],"genre_scores_gemma":[0.1318996,0.003485632,0.8353066,0.0005687965,0.0003687081,0.007294729,0.005525155,0.0002191936,0.01533146],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.007752448,"threshold_uncertainty_score":0.02593452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009254290413256445,"score_gpt":0.1841120826491563,"score_spread":0.1748577922358998,"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."}}