{"id":"W2116848708","doi":"10.1039/c5lc00492f","title":"Development of a platform for single cell genomics using convex lens-induced confinement","year":2015,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University and Génome Québec Innovation Centre","funders":"Canadian Institutes of Health Research","keywords":"Lysis; Chip; Fluidics; DNA; genomic DNA; Materials science; Nanotechnology; Microfluidics; Optoelectronics; Biological system; Chemistry; Computer science; Engineering; Biology","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":[0.0003495764,0.0005802297,0.0003978257,0.0003317027,0.0003600092,0.0005817594,0.001214314,0.0006681421,0.001283956],"category_scores_gemma":[0.0003179459,0.0004003112,0.0003573295,0.0002364352,0.0005010663,0.0005178926,0.0006269938,0.0007910241,0.000887085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008096081,"about_ca_system_score_gemma":0.000954896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002154222,"about_ca_topic_score_gemma":0.00298473,"domain_scores_codex":[0.9996603,0.00003048233,0.00001465307,0.00008633608,0.0001579643,0.00005028486],"domain_scores_gemma":[0.9996585,0.00009049679,0.00006387778,0.00005684008,0.0000692453,0.0000610487],"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":[0.00002644761,0.00003589493,0.0001442604,0.00004709898,0.000005147587,0.00007315119,0.00003392764,0.0009346936,0.991874,0.000912022,0.000180991,0.005732251],"study_design_scores_gemma":[0.00001593941,0.0001543364,0.0004349999,0.00000487134,0.000007067286,0.0001391219,0.00001784285,0.01648583,0.9777009,0.0001638571,0.004846932,0.0000282258],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.3045702,0.001102415,0.6825891,0.0005053279,0.0001960413,0.0009914,0.0008214269,0.002877102,0.006346939],"genre_scores_gemma":[0.3878047,0.0006990986,0.6057213,0.0002181234,0.00003870889,0.0007422361,0.000643367,0.000141473,0.003991101],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.002154222,"threshold_uncertainty_score":0.005874157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.110651366143678,"score_gpt":0.2406970118438138,"score_spread":0.1300456457001358,"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."}}