{"id":"W2010130647","doi":"10.1002/smll.201102464","title":"Microfluidic Encapsulation of Cells in Polymer Microgels","year":2012,"lang":"en","type":"review","venue":"Small","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","field":"Engineering","cited_by":260,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Microfluidics; Cell encapsulation; Nanotechnology; Encapsulation (networking); Materials science; Polymer; Self-healing hydrogels; Computer science; Polymer 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":[0.0002121769,0.0004850543,0.0004034223,0.0005865428,0.0001210039,0.0003568145,0.00032614,0.0004108206,0.0006018939],"category_scores_gemma":[0.0001561115,0.0001831525,0.0002346418,0.0003314549,0.0002452221,0.0004997572,0.0002823082,0.000460625,0.0005812731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003289914,"about_ca_system_score_gemma":0.0002675877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002738522,"about_ca_topic_score_gemma":0.0004175997,"domain_scores_codex":[0.9999065,0.000008761298,0.000006794721,0.00002466031,0.0000425914,0.00001063396],"domain_scores_gemma":[0.9999568,0.000019129,0.000008990395,0.000002339508,0.000008627464,0.000004146093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007528946,0.00009647059,0.0001452875,0.004357466,0.00004154589,0.0003810721,0.00008294202,0.001626565,0.5626995,0.008232679,0.004626521,0.4176348],"study_design_scores_gemma":[0.00002427132,0.0002412937,0.0006441336,0.0004501692,0.00006019327,0.001054046,0.00003847695,0.001423598,0.5567409,0.001223449,0.4380635,0.00003583003],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01694797,0.95208,0.0188193,0.0007245456,0.001139211,0.00007162986,0.00007316792,0.0001867599,0.009957535],"genre_scores_gemma":[0.07050774,0.8965707,0.01427367,0.0005841136,0.000515826,0.0001008884,0.0001167002,0.00002262048,0.0173077],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0006018939,"threshold_uncertainty_score":0.002386987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04176564640804277,"score_gpt":0.2680546791005819,"score_spread":0.2262890326925391,"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."}}