{"id":"W2969627244","doi":"10.1039/c9pp00221a","title":"Hydrogels: soft matters in photomedicine","year":2019,"lang":"en","type":"article","venue":"Photochemical & Photobiological Sciences","topic":"Photodynamic Therapy Research Studies","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":false,"ca_institutions":"Trinity College","funders":"University of California, Davis; H2020 Marie Skłodowska-Curie Actions; Technische Universität München; Freie Universität Berlin; Studienstiftung des Deutschen Volkes; Trinity College Dublin; Universität Potsdam; Deutsche Forschungsgemeinschaft; Science Foundation Ireland; European Commission","keywords":"Photodynamic therapy; Self-healing hydrogels; Photosensitizer; Nanotechnology; Biocompatible material; Drug delivery; Cancer therapy; Chemistry; Materials science; Biomedical engineering; Medicine; Cancer; 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":[0.0003565013,0.0004048497,0.0001773241,0.0005956648,0.0003709069,0.0009484564,0.0002475173,0.0006155534,0.007551535],"category_scores_gemma":[0.0002718157,0.0001222902,0.0001450856,0.0004071118,0.0005382549,0.001344813,0.0006404714,0.0006285465,0.0009628183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002884562,"about_ca_system_score_gemma":0.0002352856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000218027,"about_ca_topic_score_gemma":0.0004288915,"domain_scores_codex":[0.9998893,0.00002666863,0.00000616573,0.00001826269,0.00004109924,0.00001847937],"domain_scores_gemma":[0.9997646,0.0001066803,0.0000468729,0.00001571361,0.00002428881,0.00004188976],"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":[0.0002932178,0.0002923358,0.001028574,0.002287178,0.00004906938,0.000752896,0.0004892301,0.0008307969,0.6174651,0.1028543,0.008866132,0.264791],"study_design_scores_gemma":[0.00003339824,0.0004702301,0.002560663,0.0003556835,0.00005328464,0.001588456,0.0005723821,0.002038136,0.774794,0.02135016,0.1961344,0.00004913981],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3329839,0.483757,0.0355145,0.01010507,0.003883121,0.0001988445,0.0005997738,0.0002848069,0.132673],"genre_scores_gemma":[0.8039853,0.09098505,0.01592867,0.00197537,0.001115973,0.0001074652,0.0002062355,0.0001000614,0.0855959],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007551535,"threshold_uncertainty_score":0.02526236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02691970246183171,"score_gpt":0.3372171846709549,"score_spread":0.3102974822091231,"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."}}