{"id":"W4401174260","doi":"10.1142/s1088424624300040","title":"Drug delivery strategies for porphyrin-based photosensitizers in photodynamic antimicrobial chemotherapy","year":2024,"lang":"en","type":"article","venue":"Journal of Porphyrins and Phthalocyanines","topic":"Photodynamic Therapy Research Studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Porphyrin; Chemistry; Photodynamic therapy; Antimicrobial; Photosensitizer; Drug; Antimicrobial chemotherapy; Combinatorial chemistry; Chemotherapy; Drug delivery; Antimicrobial drug; Pharmacology; Photochemistry; Organic chemistry; Surgery; Medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006090297,0.0002703813,0.0006323336,0.0005991177,0.00006724464,0.0001183439,0.0001133014,0.00008146971,0.00004834768],"category_scores_gemma":[0.00003046781,0.000206103,0.0002968296,0.000317171,0.0001726533,0.0002270081,0.00002258121,0.0003669406,0.000001547673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001313066,"about_ca_system_score_gemma":0.0006518806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001704541,"about_ca_topic_score_gemma":0.0001272971,"domain_scores_codex":[0.9984471,0.00004353569,0.0005575237,0.0002591891,0.000294206,0.0003984882],"domain_scores_gemma":[0.9990509,0.0002542483,0.0001495606,0.0001437499,0.0002454204,0.0001561544],"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":[0.003212509,0.000328272,0.002051207,0.001077922,0.0005019449,0.001599131,0.001031141,0.0001220381,0.9824018,0.0001370758,0.003144277,0.004392646],"study_design_scores_gemma":[0.06643852,0.01173771,0.1447992,0.01495673,0.001384415,0.01687002,0.01224394,0.07358041,0.6138903,0.008826116,0.03186068,0.003411865],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943119,0.002558525,0.0001464547,0.001810753,0.0003260823,0.0005031017,0.00005687168,0.00003375356,0.0002525974],"genre_scores_gemma":[0.9968222,0.001269287,0.0009358203,0.0003881473,0.000306059,0.00001197596,0.00001102017,0.00005066725,0.0002048631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3685115,"threshold_uncertainty_score":0.8404634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01268528812280503,"score_gpt":0.2967423282693174,"score_spread":0.2840570401465124,"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."}}