{"id":"W3119791641","doi":"10.1155/2021/1340538","title":"Progress on Preparation of pH/Temperature-Sensitive Intelligent Hydrogels and Applications in Target Transport and Controlled Release of Drugs","year":2021,"lang":"en","type":"article","venue":"International Journal of Polymer Science","topic":"Hydrogels: synthesis, properties, applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Fundamental Research Funds for the Central Universities; Chongqing Municipal Education Commission","keywords":"Self-healing hydrogels; Drug delivery; Nanotechnology; Materials science; Controlled release; Drug; Pharmacology; Medicine; 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":[0.000814799,0.0006818196,0.0004069411,0.000862713,0.0002332964,0.000391817,0.0002936692,0.0003886694,0.001149677],"category_scores_gemma":[0.0004013576,0.0002748498,0.0004921854,0.0006156869,0.0003771278,0.001253098,0.0004873756,0.0008908886,0.0004041841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003160302,"about_ca_system_score_gemma":0.0005260156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003088161,"about_ca_topic_score_gemma":0.0003936238,"domain_scores_codex":[0.9997628,0.00003865343,0.00003136711,0.00006067303,0.00007465444,0.00003192004],"domain_scores_gemma":[0.9997895,0.0000749382,0.00004869992,0.00002156048,0.0000431422,0.00002214903],"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":[0.0001080357,0.000128493,0.0004211156,0.004114515,0.00004403191,0.0003807508,0.0002970476,0.001103997,0.8294877,0.01193854,0.001542602,0.1504331],"study_design_scores_gemma":[0.00001999451,0.0005396044,0.001164306,0.0002747267,0.00009871138,0.001494428,0.00007963341,0.002265795,0.868749,0.002025819,0.1232238,0.00006420197],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1083339,0.6521202,0.2019318,0.001574259,0.0009622819,0.0003106552,0.0003331378,0.0003741996,0.03405953],"genre_scores_gemma":[0.2804734,0.5936132,0.111175,0.0007941311,0.0007201124,0.0002697284,0.0004735114,0.0001161521,0.01236471],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001149677,"threshold_uncertainty_score":0.004309118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007003715217595945,"score_gpt":0.2735177999564374,"score_spread":0.2665140847388414,"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."}}