{"id":"W3187871796","doi":"10.1002/pat.5455","title":"Preparing and characterizing biodegradable materials for ureteral stents","year":2021,"lang":"en","type":"article","venue":"Polymers for Advanced Technologies","topic":"Ureteral procedures and complications","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Advanced Micro Devices (Canada)","funders":"Natural Science Foundation of Shanghai","keywords":"Lactide; Caprolactone; Materials science; Polyester; Biodegradable polymer; PLGA; Polymer chemistry; Polymer; Polymerization; Composite material; Nanotechnology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004278283,0.0001217477,0.0002356316,0.00006350599,0.0001417594,0.00003659262,0.00007156237,0.00008664993,0.000004865485],"category_scores_gemma":[0.0002367153,0.0001076145,0.00005912344,0.00009120718,0.00006175056,0.0001149479,0.00007764965,0.00005113141,5.812136e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003158924,"about_ca_system_score_gemma":0.00003381451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002577164,"about_ca_topic_score_gemma":0.00000214981,"domain_scores_codex":[0.9991762,0.000002703374,0.000173356,0.0002962436,0.00006702363,0.0002844915],"domain_scores_gemma":[0.9995267,0.00004001357,0.00007021538,0.000243355,0.00008836932,0.00003137213],"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":[0.0001533198,0.00002635273,0.0002501668,0.0002171396,0.0000502496,9.452388e-7,0.00002968582,3.534865e-7,0.9341103,0.001725874,0.0001043873,0.06333121],"study_design_scores_gemma":[0.0009880431,0.000207083,0.0004612231,0.0001133987,0.00005924064,0.0000580035,0.0004108852,0.00006605754,0.9788027,0.003497658,0.01519684,0.0001389041],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9820241,0.004344537,0.005621821,0.005596497,0.0001999716,0.001094558,0.0001648853,0.0007673472,0.0001862756],"genre_scores_gemma":[0.9594759,0.000234943,0.03864091,0.0002161018,0.00002786033,0.000643671,0.00009086516,0.00002316793,0.0006465655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0631923,"threshold_uncertainty_score":0.4388393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02146315850935505,"score_gpt":0.2878427891519777,"score_spread":0.2663796306426227,"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."}}