{"id":"W3005673062","doi":"10.1021/acsami.9b22050","title":"Thiol–Ene Based Polymers as Versatile Materials for Microfluidic Devices for Life Sciences Applications","year":2020,"lang":"en","type":"review","venue":"ACS Applied Materials & Interfaces","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","field":"Engineering","cited_by":126,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Lundbeckfonden","keywords":"Nanotechnology; Materials science; Microfluidics; Polymer; Ene reaction; Biocompatibility; Fabrication; Surface modification; Lab-on-a-chip; Computer science; Mechanical engineering; Engineering; Composite material; Chemistry; 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":[0.000384525,0.0009719728,0.0005970289,0.001718794,0.0002169679,0.0005473024,0.0005423855,0.000845867,0.00242518],"category_scores_gemma":[0.0003047457,0.000399664,0.0003985702,0.001347296,0.0002965056,0.00108537,0.0004972026,0.001223178,0.001538048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000331877,"about_ca_system_score_gemma":0.0004429252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003174237,"about_ca_topic_score_gemma":0.0007165997,"domain_scores_codex":[0.9998525,0.000022115,0.00001489249,0.00003065186,0.00006040762,0.00001939967],"domain_scores_gemma":[0.9999123,0.00004300216,0.00001595871,0.000003981692,0.00001729708,0.0000074584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007070428,0.0001509655,0.0001872199,0.03025877,0.0001052792,0.0004183489,0.0001187148,0.001645714,0.0728349,0.01773992,0.0134362,0.8630332],"study_design_scores_gemma":[0.0000159226,0.0001854765,0.0005935293,0.001579574,0.00008014946,0.0008957287,0.00004054818,0.00039926,0.02231193,0.002072554,0.9717937,0.00003158133],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001344703,0.9927099,0.001336621,0.000163291,0.0003006714,0.00002186579,0.00003683268,0.00002360916,0.004062555],"genre_scores_gemma":[0.005872595,0.989796,0.001726499,0.0001717649,0.0001398072,0.00003632175,0.00005353355,0.000004673812,0.002198893],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00242518,"threshold_uncertainty_score":0.008113086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03560490839309442,"score_gpt":0.3092782649614592,"score_spread":0.2736733565683648,"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."}}