{"id":"W2911831870","doi":"10.1021/acsanm.8b02149","title":"Fluorescent Heterotelechelic Single-Chain Polymer Nanoparticles: Synthesis, Spectroscopy, and Cellular Imaging","year":2019,"lang":"en","type":"article","venue":"ACS Applied Nano Materials","topic":"Advanced Polymer Synthesis and Characterization","field":"Chemistry","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"British Columbia Knowledge Development Fund; Natural Sciences and Engineering Research Council of Canada; University of British Columbia; Canada Research Chairs; Michael Smith Health Research BC; Canada Foundation for Innovation; Alfred P. Sloan Foundation","keywords":"Bioconjugation; Photobleaching; Polymer; Fluorescence; Conjugated system; Ethylene glycol; Combinatorial chemistry; Nanotechnology; Nanoparticle; Folding (DSP implementation); Chemistry; Biomolecule; Biological imaging; Materials science; Biophysics; Organic chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001445332,0.0003389768,0.0004466735,0.00006298254,0.0001079108,0.0001903397,0.0002038864,0.0001213307,0.001982966],"category_scores_gemma":[0.00001718034,0.0003260107,0.0000376831,0.00008114992,0.00007130818,0.0001429981,0.0001332906,0.00007013232,0.0002088601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000624371,"about_ca_system_score_gemma":0.00001756214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001384424,"about_ca_topic_score_gemma":4.248907e-7,"domain_scores_codex":[0.9982108,0.00003114964,0.0004703368,0.0005521308,0.0002265994,0.0005089942],"domain_scores_gemma":[0.9990438,0.00008285239,0.0002441848,0.0005030828,0.000019181,0.0001069495],"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":[0.0001031038,0.00008001653,0.0002329842,0.0001510751,0.00002473655,0.000004196793,0.0001021098,3.862722e-7,0.9957699,0.000573739,0.00001518693,0.002942521],"study_design_scores_gemma":[0.0003405431,0.00001036668,0.00003931808,0.00009886472,0.00003913766,0.000007732867,0.0001127814,0.000003666442,0.998395,0.0001044415,0.0004674489,0.0003806975],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977713,0.0005462014,0.00008722803,0.0001120673,0.0001915624,0.0002031974,0.0000542317,0.0001524651,0.0008817041],"genre_scores_gemma":[0.9988705,0.00006340947,0.0002194369,0.0001717517,0.0002181836,0.00009535634,0.00004586006,0.00008963411,0.0002258489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002625057,"threshold_uncertainty_score":0.9999192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006337834907574907,"score_gpt":0.1937454364253199,"score_spread":0.187407601517745,"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."}}