{"id":"W2119091424","doi":"10.1039/b414829k","title":"Fluorescence image-guided brain tumour resection with adjuvant metronomic photodynamic therapy: pre-clinical model and technology development","year":2005,"lang":"en","type":"article","venue":"Photochemical & Photobiological Sciences","topic":"Nanoplatforms for cancer theranostics","field":"Engineering","cited_by":82,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital; University Health Network; University of Toronto; Ontario Institute for Cancer Research","funders":"National Cancer Institute; DUSA Pharmaceuticals; U.S. Department of Health and Human Services","keywords":"Photodynamic therapy; Photosensitizer; Medicine; Stain; Pathology; Staining; Nuclear medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006896452,0.0003657969,0.000461593,0.0001557535,0.0002106767,0.00007686915,0.0006038337,0.0002946527,0.00008133239],"category_scores_gemma":[0.0001516952,0.0002401883,0.0000640804,0.0006110716,0.001289413,0.0002516282,0.0001376994,0.0004999385,0.0000210868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000226813,"about_ca_system_score_gemma":0.0001299828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001502372,"about_ca_topic_score_gemma":0.00004602802,"domain_scores_codex":[0.9976853,0.00003058153,0.0006056483,0.0007272343,0.0002681831,0.0006831085],"domain_scores_gemma":[0.9991792,0.0002234603,0.00009841936,0.000231004,0.00006499852,0.0002029345],"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":[0.0001285322,0.00007135444,0.001116762,0.00001089245,0.0000316677,0.000002113544,0.00005556436,0.001524935,0.9918129,0.00002820796,0.0002395565,0.004977551],"study_design_scores_gemma":[0.0009595997,0.000457462,0.001095653,0.00004833751,0.00000997673,0.00003888729,0.00003732956,0.1499149,0.8451366,0.0008730285,0.0009455018,0.0004826825],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964084,0.0005038918,0.001147284,0.0002189624,0.00007417248,0.0007712051,0.00001098039,0.0004346053,0.0004304938],"genre_scores_gemma":[0.9694313,0.0002871217,0.02975233,0.0001660968,0.00006311153,0.0002369239,0.000009737946,0.0000244306,0.00002891597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.14839,"threshold_uncertainty_score":0.9794593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02541155103311731,"score_gpt":0.2883959864106133,"score_spread":0.262984435377496,"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."}}